From c0c2ad1c377a4c3dfa980b66c620cc9930663d38 Mon Sep 17 00:00:00 2001 From: Tuong Nguyen Date: Mon, 17 Oct 2022 15:01:30 +1300 Subject: [PATCH 1/3] First working version of vSPD for RTP phase 3 This version is working with single gdx for each RTD case. --- .gitignore | 2 - Programs/Clean_up.bat => Clean_up.bat | 0 .../DWmode => DWmode}/DWHreportSetup.gms | 8 +- DWmode/vSPDSolveDWH_3.gms | 150 + .../DWmode => DWmode}/vSPDSolveDWH_4.gms | 22 +- Input/FP_20221015_F.gdx | Bin 5821198 -> 0 bytes Input/NRSS_20211202_RTPtest.gdx | Bin 996308 -> 0 bytes Input/PRSS_20220301_RTPtest.gdx | Bin 998240 -> 0 bytes Input/RTP_20220301_RTPtest.gdx | Bin 166680 -> 0 bytes Input/dumpGDX.bat | 3 - Input/reloadGDX.bat | 4 - Output/Test_Run_All/Programs/cplex.opt | 1 - Output/Test_Run_All/Programs/vSPDfileList.inc | 6 - Output/Test_Run_All/Programs/vSPDmodel.gms | 2677 - .../Test_Run_All/Programs/vSPDoverrides.gms | 439 - Output/Test_Run_All/Programs/vSPDperiod.gms | 124 - Output/Test_Run_All/Programs/vSPDreport.gms | 435 - Output/Test_Run_All/Programs/vSPDsolve.gms | 3949 - .../Test_Run_All/Programs/vSPDsolve_RTP.gms | 1813 - Output/Test_Run_All/ProgressReport.txt | 222 - .../Test_Run_All_BidResults_TP.csv | 273 - .../Test_Run_All_BrConstraintResults_TP.csv | 1128 - .../Test_Run_All_BranchResults_TP.csv | 69271 ---------------- .../Test_Run_All_BusResults_TP.csv | 60615 -------------- .../Test_Run_All_IslandResults_TP.csv | 131 - ...Test_Run_All_MNodeConstraintResults_TP.csv | 521 - .../Test_Run_All_NodeResults_TP.csv | 34054 -------- .../Test_Run_All_OfferResults.csv | 309 - .../Test_Run_All_OfferResults_TP.csv | 6428 -- .../Test_Run_All_ReserveResults_TP.csv | 131 - .../Test_Run_All_ScarcityResults_TP.csv | 1 - .../Test_Run_All_SummaryResults_TP.csv | 66 - .../Test_Run_All_SystemResults.csv | 5 - .../Test_Run_All_TraderResults.csv | 80 - Output/empty.txt | 0 Override/emptyoverride.txt | 0 Programs/DWmode/vSPDSolveDWH_3.gms | 148 - Programs/Demand/DPSreportSetup.gms | 25 - Programs/Demand/Scenarios.gms | 118 - Programs/Demand/non_conforming_load.inc | 14 - Programs/Demand/pricing_nodes.inc | 10 - Programs/Demand/vSPDSolveDPS_1.gms | 48 - Programs/Demand/vSPDSolveDPS_2.gms | 26 - Programs/Demand/vSPDSolveDPS_3.gms | 70 - Programs/Demand/vSPDSolveDPS_4.gms | 79 - Programs/FTRInjection.inc | 15 - Programs/FTRPattern.inc | 16 - Programs/FTRental/FTRreportSetup.gms | 43 - Programs/FTRental/vSPDSolveFTR_3.gms | 70 - Programs/FTRental/vSPDSolveFTR_3a.gms | 32 - Programs/FTRental/vSPDSolveFTR_4.gms | 503 - Programs/IncFiles/FTRInjection.inc | 15 - Programs/IncFiles/FTRpattern.inc | 16 - Programs/IncFiles/vSPDfileList.inc | 3 - Programs/IncFiles/vSPDsettings.inc | 53 - Programs/IncFiles/vSPDtpsToSolve.inc | 66 - Programs/IncFilesSource/FTRInjection.inc | 11 - Programs/IncFilesSource/FTRPattern.inc | 12 - Programs/IncFilesSource/vSPDpaths.inc | 13 - Programs/IncFilesSource/vSPDsettings.inc | 53 - Programs/Pivot/PivotReportSetup.gms | 26 - Programs/Pivot/vSPDSolvePivot_1.gms | 196 - Programs/Pivot/vSPDSolvePivot_2.gms | 27 - Programs/Pivot/vSPDSolvePivot_3.gms | 76 - Programs/Pivot/vSPDSolvePivot_4.gms | 60 - Programs/cplex.opt | 1 - Programs/runVSPD.gms | 151 - Programs/runvSPD.gms | 151 - Programs/vSPDfileList.inc | 6 - Programs/vSPDmodel.gms | 2677 - Programs/vSPDoverrides.gms | 439 - Programs/vSPDperiod.gms | 124 - Programs/vSPDreport.gms | 435 - Programs/vSPDreportSetup.gms | 177 - Programs/vSPDsettings.inc | 53 - Programs/vSPDsolve.gms | 3949 - Programs/vSPDsolve_RTP.gms | 1813 - Programs/vSPDtpsToSolve.inc | 17 - README.md | 22 - cplex.opt | 4 + Programs/runvSPD.bat => runvSPD.bat | 4 +- .../Programs/runvSPD.gms => runvSPD.gms | 6 +- Programs/vSPD.gpr => vSPD.gpr | 717 +- vSPDfileList.inc | 4 + Programs/vSPDmodel.g00 => vSPDmodel.g00 | Bin 360929 -> 339459 bytes vSPDmodel.gms | 2067 + vSPDoverrides.gms | 425 + vSPDperiod.gms | 75 + vSPDreport.gms | 437 + vSPDreport.~gm | 437 + ...vSPDreportSetup.gms => vSPDreportSetup.gms | 109 +- .../vSPDsettings.inc => vSPDsettings.inc | 21 +- vSPDsolve.gms | 2788 + vSPDsolve_RTP.gms | 831 + .../vSPDtpsToSolve.inc => vSPDtpsToSolve.inc | 2 + 95 files changed, 7881 insertions(+), 194773 deletions(-) delete mode 100644 .gitignore rename Programs/Clean_up.bat => Clean_up.bat (100%) rename {Programs/DWmode => DWmode}/DWHreportSetup.gms (85%) create mode 100644 DWmode/vSPDSolveDWH_3.gms rename {Programs/DWmode => DWmode}/vSPDSolveDWH_4.gms (67%) delete mode 100644 Input/FP_20221015_F.gdx delete mode 100644 Input/NRSS_20211202_RTPtest.gdx delete mode 100644 Input/PRSS_20220301_RTPtest.gdx delete mode 100644 Input/RTP_20220301_RTPtest.gdx delete mode 100644 Input/dumpGDX.bat delete mode 100644 Input/reloadGDX.bat delete mode 100644 Output/Test_Run_All/Programs/cplex.opt delete mode 100644 Output/Test_Run_All/Programs/vSPDfileList.inc delete mode 100644 Output/Test_Run_All/Programs/vSPDmodel.gms delete mode 100644 Output/Test_Run_All/Programs/vSPDoverrides.gms delete mode 100644 Output/Test_Run_All/Programs/vSPDperiod.gms delete mode 100644 Output/Test_Run_All/Programs/vSPDreport.gms delete mode 100644 Output/Test_Run_All/Programs/vSPDsolve.gms delete mode 100644 Output/Test_Run_All/Programs/vSPDsolve_RTP.gms delete mode 100644 Output/Test_Run_All/ProgressReport.txt delete mode 100644 Output/Test_Run_All/Test_Run_All_BidResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_BrConstraintResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_BranchResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_BusResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_IslandResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_MNodeConstraintResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_NodeResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_OfferResults.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_OfferResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_ReserveResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_ScarcityResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_SummaryResults_TP.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_SystemResults.csv delete mode 100644 Output/Test_Run_All/Test_Run_All_TraderResults.csv delete mode 100644 Output/empty.txt delete mode 100644 Override/emptyoverride.txt delete mode 100644 Programs/DWmode/vSPDSolveDWH_3.gms delete mode 100644 Programs/Demand/DPSreportSetup.gms delete mode 100644 Programs/Demand/Scenarios.gms delete mode 100644 Programs/Demand/non_conforming_load.inc delete mode 100644 Programs/Demand/pricing_nodes.inc delete mode 100644 Programs/Demand/vSPDSolveDPS_1.gms delete mode 100644 Programs/Demand/vSPDSolveDPS_2.gms delete mode 100644 Programs/Demand/vSPDSolveDPS_3.gms delete mode 100644 Programs/Demand/vSPDSolveDPS_4.gms delete mode 100644 Programs/FTRInjection.inc delete mode 100644 Programs/FTRPattern.inc delete mode 100644 Programs/FTRental/FTRreportSetup.gms delete mode 100644 Programs/FTRental/vSPDSolveFTR_3.gms delete mode 100644 Programs/FTRental/vSPDSolveFTR_3a.gms delete mode 100644 Programs/FTRental/vSPDSolveFTR_4.gms delete mode 100644 Programs/IncFiles/FTRInjection.inc delete mode 100644 Programs/IncFiles/FTRpattern.inc delete mode 100644 Programs/IncFiles/vSPDfileList.inc delete mode 100644 Programs/IncFiles/vSPDsettings.inc delete mode 100644 Programs/IncFiles/vSPDtpsToSolve.inc delete mode 100644 Programs/IncFilesSource/FTRInjection.inc delete mode 100644 Programs/IncFilesSource/FTRPattern.inc delete mode 100644 Programs/IncFilesSource/vSPDpaths.inc delete mode 100644 Programs/IncFilesSource/vSPDsettings.inc delete mode 100644 Programs/Pivot/PivotReportSetup.gms delete mode 100644 Programs/Pivot/vSPDSolvePivot_1.gms delete mode 100644 Programs/Pivot/vSPDSolvePivot_2.gms delete mode 100644 Programs/Pivot/vSPDSolvePivot_3.gms delete mode 100644 Programs/Pivot/vSPDSolvePivot_4.gms delete mode 100644 Programs/cplex.opt delete mode 100644 Programs/runVSPD.gms delete mode 100644 Programs/runvSPD.gms delete mode 100644 Programs/vSPDfileList.inc delete mode 100644 Programs/vSPDmodel.gms delete mode 100644 Programs/vSPDoverrides.gms delete mode 100644 Programs/vSPDperiod.gms delete mode 100644 Programs/vSPDreport.gms delete mode 100644 Programs/vSPDreportSetup.gms delete mode 100644 Programs/vSPDsettings.inc delete mode 100644 Programs/vSPDsolve.gms delete mode 100644 Programs/vSPDsolve_RTP.gms delete mode 100644 Programs/vSPDtpsToSolve.inc delete mode 100644 README.md create mode 100644 cplex.opt rename Programs/runvSPD.bat => runvSPD.bat (72%) rename Output/Test_Run_All/Programs/runvSPD.gms => runvSPD.gms (98%) rename Programs/vSPD.gpr => vSPD.gpr (95%) create mode 100644 vSPDfileList.inc rename Programs/vSPDmodel.g00 => vSPDmodel.g00 (59%) create mode 100644 vSPDmodel.gms create mode 100644 vSPDoverrides.gms create mode 100644 vSPDperiod.gms create mode 100644 vSPDreport.gms create mode 100644 vSPDreport.~gm rename Output/Test_Run_All/Programs/vSPDreportSetup.gms => vSPDreportSetup.gms (58%) rename Output/Test_Run_All/Programs/vSPDsettings.inc => vSPDsettings.inc (70%) create mode 100644 vSPDsolve.gms create mode 100644 vSPDsolve_RTP.gms rename Output/Test_Run_All/Programs/vSPDtpsToSolve.inc => vSPDtpsToSolve.inc (91%) diff --git a/.gitignore b/.gitignore deleted file mode 100644 index c8725c8..0000000 --- a/.gitignore +++ /dev/null @@ -1,2 +0,0 @@ - -Programs/vSPDsolve.~gm diff --git a/Programs/Clean_up.bat b/Clean_up.bat similarity index 100% rename from Programs/Clean_up.bat rename to Clean_up.bat diff --git a/Programs/DWmode/DWHreportSetup.gms b/DWmode/DWHreportSetup.gms similarity index 85% rename from Programs/DWmode/DWHreportSetup.gms rename to DWmode/DWHreportSetup.gms index 23c3830..cc7ca1f 100644 --- a/Programs/DWmode/DWHreportSetup.gms +++ b/DWmode/DWHreportSetup.gms @@ -13,19 +13,19 @@ $include vSPDsettings.inc File DWsummaryResults /"%outputPath%\%runName%\%runName%_DWSummaryResults.csv"/; DWsummaryResults.pc = 5 ; DWsummaryResults.lw = 0 ; DWsummaryResults.pw = 9999 ; -put DWsummaryResults 'DateTime','TradingPeriod','GAMSsolveStatus', - 'vSPDTotalViolationMegawatts', +put DWsummaryResults 'DateTime','RunTime','TradingPeriod','GAMSsolveStatus', + 'vSPDTotalViolationDollars', 'vSPDObjectiveFunctionValueDollars' ; File DWenergyResults /"%outputPath%\%runName%\%runName%_DWEnergyResults.csv"/; DWenergyResults.pc = 5 ; DWenergyResults.lw = 0 ; DWenergyResults.pw = 9999 ; -put DWenergyResults 'DateTime','TradingPeriod','Pnodename', +put DWenergyResults 'DateTime','RunTime','TradingPeriod','Pnodename', 'vSPDDollarsPerMegawattHour','vSPDLoadMegawatts', 'vSPDGenerationMegawatts' ; File DWreserveResults /"%outputPath%\%runName%\%runName%_DWReserveResults.csv"/; DWreserveResults.pc = 5 ; DWreserveResults.lw = 0 ; DWreserveResults.pw = 9999 ; -put DWreserveResults 'DateTime','TradingPeriod','Island', +put DWreserveResults 'DateTime','RunTime','TradingPeriod','Island', 'vSPDFIRMegawatts','vSPDFIRDollarsPerMegawattHour', 'vSPDSIRMegawatts','vSPDSIRDollarsPerMegawattHour'; diff --git a/DWmode/vSPDSolveDWH_3.gms b/DWmode/vSPDSolveDWH_3.gms new file mode 100644 index 0000000..dee719f --- /dev/null +++ b/DWmode/vSPDSolveDWH_3.gms @@ -0,0 +1,150 @@ +*===================================================================================== +* Name: vSPDSolveDWH_3.gms +* Function: Collect and store results for the data warehouse mode +* Developed by: Tuong Nguyen - Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* http://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: http://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Last modified on: 23 Sept 2016 +*===================================================================================== +$onend + Loop t $ (not unsolvedDT(t)) do + + totalBusAllocation(t,b) $ bus(t,b) + = sum[ n $ Node(t,n), NodeBusAllocationFactor(t,n,b)]; + + busNodeAllocationFactor(t,b,n) $ (totalBusAllocation(t,b) > 0) + = NodeBusAllocationFactor(t,n,b) / totalBusAllocation(t,b) ; + +* Node level output + + o_nodeGeneration_TP(t,n) $ Node(t,n) + = sum[ o $ offerNode(t,o,n), GENERATION.l(t,o) ] ; + + o_nodeLoad_TP(t,n) $ Node(t,n) + = RequiredLoad(t,n) + + Sum[ bd $ bidNode(t,bd,n), PURCHASE.l(t,bd) ]; + + o_nodePrice_TP(t,n) $ Node(t,n) + = sum[ b $ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * busPrice(t,b) + ] ; + + if { runPriceTransfer(t) + and ( (studyMode = 101) or (studyMode = 201) or (studyMode = 130)) + } then + o_nodeDead_TP(t,n) + = 1 $ ( sum[b $ {NodeBus(t,n,b) and (not busDisconnected(t,b)) + }, NodeBusAllocationFactor(t,n,b) ] = 0 ) ; + + o_nodeDeadPriceFrom_TP(t,n,n1) + = 1 $ {o_nodeDead_TP(t,n) and node2node(t,n,n1)}; + + o_nodeDeadPrice_TP(t,n) $ o_nodeDead_TP(t,n) = 1; + + While sum[ n $ o_nodeDead_TP(t,n), o_nodeDeadPrice_TP(t,n) ] do + o_nodePrice_TP(t,n) + $ { o_nodeDead_TP(t,n) and o_nodeDeadPrice_TP(t,n) } + = sum[n1 $ o_nodeDeadPriceFrom_TP(t,n,n1) + , o_nodePrice_TP(t,n1) ] ; + + o_nodeDeadPrice_TP(t,n) + = 1 $ sum[n1 $ o_nodeDead_TP(t,n1) + , o_nodeDeadPriceFrom_TP(t,n,n1) ]; + + o_nodeDeadPriceFrom_TP(t,n,n2) $ o_nodeDeadPrice_TP(t,n) + = 1 $ { sum[ n1 $ { node2node(t,n1,n2) + and o_nodeDeadPriceFrom_TP(t,n,n1) }, 1 ] + } ; + + o_nodeDeadPriceFrom_TP(t,n,n1) $ o_nodeDead_TP(t,n1) = 0 ; + + endwhile + endif; + +* Offer output +* o_offerEnergy_TP(t,o) $ offer(t,o) = GENERATION.l(t,o) ; + +* Bus level output +* o_busDeficit_TP(dt,b) $ bus(currTP,b) = DEFICITBUSGENERATION.l(currTP,b); +* TN - post processing unmapped generation deficit buses +$ontext +The following code is added post-process generation deficit bus that is not +mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a +deficit is detected at a bus that does not map directly to a pnode, SPD creates +a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a +pnode. The price at the deficit bus is assigned directly to the pnode, +overwriting any weighted price that post-processing originally calculated for +the pnode. This is based on email from Nic Deller +on 25 Feb 2015. +The code is modified again on 16 Feb 2016 to avoid infinite loop when there are +many generation deficit buses. +This code is used to post-process generation deficit bus that is not mapped to + + unmappedDeficitBus(dt,b) $ o_busDeficit_TP(dt,b) + = yes $ (Sum[ n, busNodeAllocationFactor(dt,b,n)] = 0); + + changedDeficitBus(dt,b) = no; + +*$onend + If Sum[b $ unmappedDeficitBus(dt,b), 1] then + + temp_busDeficit_TP(dt,b) = o_busDeficit_TP(dt,b); + + Loop b $ unmappedDeficitBus(dt,b) do + o_busDeficit_TP(dt,b1) + $ { Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) + and ( branchBusDefn(tp,br,b1,b) + or branchBusDefn(tp,br,b,b1) ) + }, 1 ] + } = o_busDeficit_TP(dt,b1) + o_busDeficit_TP(dt,b) ; + + changedDeficitBus(dt,b1) + $ Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) + and ( branchBusDefn(tp,br,b1,b) + or branchBusDefn(tp,br,b,b1) ) + }, 1 ] = yes; + + unmappedDeficitBus(dt,b) = no; + changedDeficitBus(dt,b) = no; + o_busDeficit_TP(dt,b) = 0; + EndLoop; + + Loop n $ sum[ b $ changedDeficitBus(dt,b) + , busNodeAllocationFactor(dt,b,n)] do + o_nodePrice_TP(dt,n) = deficitBusGenerationPenalty ; + o_nodeDeficit_TP(dt,n) = sum[ b $ busNodeAllocationFactor(dt,b,n), + busNodeAllocationFactor(dt,b,n) + * o_busDeficit_TP(dt,b) ] ; + EndLoop; + + o_busDeficit_TP(dt,b) = temp_busDeficit_TP(dt,b); + Endif; +*$offend +* TN - Post-process generation deficit bus end +$offtext + +* Island reserve output + o_FIRprice_TP(t,isl) = Sum[ resC $ (ord(resC) = 1) + , IslandReserveCalculation.m(t,isl,resC) ]; + + o_SIRprice_TP(t,isl) = Sum[ resC $ (ord(resC) = 2) + , IslandReserveCalculation.m(t,isl,resC) ]; + + o_FirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 1) + , ISLANDRESERVE.l(t,isl,resC) ]; + + o_SirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 2) + , ISLANDRESERVE.l(t,isl,resC) ]; + +* Summary reporting by trading period + o_solveOK_TP(t) = ModelSolved ; + + o_systemCost_TP(t) = SYSTEMCOST.l(t) - SYSTEMBENEFIT.l(t) ; + + o_penaltyCost_TP(t) = SYSTEMPENALTYCOST.l(t); + +* Reporting at trading period end + endloop ; +$offend \ No newline at end of file diff --git a/Programs/DWmode/vSPDSolveDWH_4.gms b/DWmode/vSPDSolveDWH_4.gms similarity index 67% rename from Programs/DWmode/vSPDSolveDWH_4.gms rename to DWmode/vSPDSolveDWH_4.gms index 54d28a8..560a9eb 100644 --- a/Programs/DWmode/vSPDSolveDWH_4.gms +++ b/DWmode/vSPDSolveDWH_4.gms @@ -12,29 +12,29 @@ * Data warehouse summary result File DWsummaryResults /"%outputPath%\%runName%\%runName%_DWSummaryResults.csv"/; DWsummaryResults.pc = 5; DWsummaryResults.lw = 0; DWsummaryResults.pw = 9999 ; -DWSummaryResults.ap = 1; DWSummaryResults.nd = 3; +DWSummaryResults.ap = 1; DWSummaryResults.nd = 5; DWsummaryResults.nw = 20; put DWSummaryResults ; -loop( i_dateTimeTradePeriodMap(dt,tp), - put dt.tl, tp.tl, o_solveOK_TP(dt), - o_totalViolation_TP(dt),o_systemCost_TP(dt) /; +loop( (dt,rundt,tp) $ dt2tp(dt,tp), + put dt.tl, rundt.tl, tp.tl, o_solveOK_TP(dt), + o_penaltyCost_TP(dt), o_systemCost_TP(dt) /; ) ; * Data warehouse energy result File DWenergyResults /"%outputPath%\%runName%\%runName%_DWEnergyResults.csv"/; DWenergyResults.pc = 5; DWenergyResults.lw = 0; DWenergyResults.pw = 9999; -DWEnergyResults.ap = 1; DWEnergyResults.nd = 3; +DWEnergyResults.ap = 1; DWEnergyResults.nd = 5; DWEnergyResults.nw = 20; put DWEnergyResults ; -loop( (dt,tp,n) $ {i_dateTimeTradePeriodMap(dt,tp) and o_node(dt,n)}, - put dt.tl, tp.tl, n.tl, o_nodePrice_TP(dt,n), +loop( (dt,rundt,tp,n) $ { dt2tp(dt,tp) and node(dt,n) }, + put dt.tl, rundt.tl,tp.tl, n.tl, o_nodePrice_TP(dt,n), o_nodeLoad_TP(dt,n), o_nodeGeneration_TP(dt,n) / ; ) ; * Data warehouse reserve result File DWreserveResults /"%outputPath%\%runName%\%runName%_DWReserveResults.csv"/; DWreserveResults.pc = 5; DWreserveResults.lw = 0; DWreserveResults.pw = 9999; -DWreserveResults.ap = 1; DWreserveResults.nd = 3; +DWreserveResults.ap = 1; DWreserveResults.nd = 5; DWreserveResults.nw = 20; put 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12:33:14","AVI_WTK.1","624","689",104.63900,626.83000,0.07569,0.00000,8.75726,8.77885,0.00000,0.79708 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BAL_GOR.1","693","710",-0.26747,62.00000,0.00263,0.00000,9.29928,9.14655,0.00000,0.00821 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BAL_HWB.1","693","696",-14.54686,62.00000,0.20883,0.00000,9.29928,9.08456,0.00000,0.59077 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BAL_HWB.2","696","716",-14.69355,62.00000,0.14669,0.00000,9.08456,8.94102,0.00000,0.38825 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BAL_MSG1.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.34506,9.34506,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BAL_MSG2.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.34506,9.34506,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BAL_T1.T1","693","692",7.29229,38.70000,0.01466,0.01730,9.29928,9.34506,0.00000,0.01758 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BAL_T2.T2","693","692",7.29329,38.70000,0.01461,0.01730,9.29928,9.34506,0.00000,0.01784 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BDE_EDN.1","695","704",17.49621,62.00000,0.07654,0.00000,9.25850,9.29978,0.00000,0.00516 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BDE_GOR.1","695","710",-25.71822,62.00000,0.20415,0.00000,9.25850,9.14655,0.00000,0.49454 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BDE_T1.T1","695","694",4.00376,20.80000,0.00505,0.01030,9.25850,9.28570,0.00000,-0.01682 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BDE_T2.T2","695","694",4.00376,19.98000,0.00511,0.01040,9.25850,9.28570,0.00000,-0.01757 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_HAY1.1","637","463",251.52660,780.00000,6.00699,1.50000,8.76121,9.28056,0.00000,30.48038 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_HAY2.1","636","464",232.90144,700.00000,5.10389,1.50000,8.76121,9.28056,0.00000,29.83455 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_OHB.1","638","666",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_OHC.1","638","671",-28.79593,614.00000,0.03456,0.00000,8.76121,8.74735,0.00000,0.04814 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T27.T27","638","626",0.00000,10.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T28.T28","638","636",233.65144,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T29.T29","638","625",0.00000,10.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T30.T30","638","637",252.27660,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T42.L42","629","634",73.83450,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T42.M42","631","634",73.83450,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T42.T42","638","634",-147.66900,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T44.L44","632","633",73.83450,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T44.M44","628","633",73.83450,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T44.T44","638","633",-147.66900,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T46.L46","627","635",73.83450,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T46.M46","630","635",73.83450,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_T46.T46","638","635",-147.66900,2000.00000,0.00000,0.00000,8.76121,8.76121,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN_TWZ.1","638","680",14.41180,493.00000,0.03281,0.00000,8.76121,8.77227,0.00000,-0.06426 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BLN_KIK.1","502","505",17.23562,65.35000,0.37076,0.00000,9.75269,10.04976,0.00000,0.69708 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BLN_KIK.2","502","516",-9.28549,68.00000,0.04988,0.00000,9.75269,9.74601,0.00000,-0.21218 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BLN_STK1.1","505","534",-15.85138,123.00000,0.11906,0.00000,10.04976,9.94296,0.00000,0.24824 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BLN_STK2.1","505","534",-15.96694,128.00000,0.11570,0.00000,10.04976,9.94296,0.00000,0.27126 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BLN_T1.T1","505","504",16.28733,61.00000,0.01963,0.05900,10.04976,10.07185,0.00000,-0.21609 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BLN_T2.T2","505","504",16.21234,61.00000,0.01941,0.05900,10.04976,10.07185,0.00000,-0.21580 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BLN_T3.T3","505","504",15.87970,79.60000,0.01729,0.02010,10.04976,10.07185,0.00000,-0.01291 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_HAM1.1","58","121",-33.23971,61.92000,1.43779,0.00000,10.95194,10.40730,0.00000,1.17845 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_MER.33","2016","2028",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_OTA1.1","58","104",-1.79578,76.05000,0.00517,0.00000,10.95194,10.82091,0.00000,0.08936 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_OTA1.2","82","104",47.00849,127.46000,0.14304,0.00000,10.73123,10.82091,0.00000,1.33409 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_OTA2.1","58","758",-4.79024,76.05000,0.01374,0.00000,10.95194,10.79671,0.00000,0.29658 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_OTA2.2","82","758",29.87639,127.46000,0.06102,0.00000,10.73123,10.79671,0.00000,0.64877 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_T2.T2","58","57",8.01761,38.70000,0.01061,0.03000,10.95194,10.98333,0.00000,-0.09718 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_T4.L4","2014","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_T4.M4","2020","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_T4.T4","2022","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_T5.L5","2015","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_T5.M5","2021","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB_T5.T5","2023","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_BRK1.1","377","329",127.48123,764.34000,0.75207,0.00000,9.46592,9.63002,0.00000,6.83853 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_BRK2.1","377","329",128.02168,713.00000,0.80680,0.00000,9.46592,9.63002,0.00000,6.61936 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_LTN2.1","377","385",-87.83227,764.39000,0.10408,0.00000,9.46592,9.43520,0.00000,0.85654 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_MHO1.1","376","389",11.97499,58.90000,0.13019,0.00000,9.44578,9.67828,0.00000,0.76209 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_MHO2.1","376","388",11.94651,58.90000,0.12967,0.00000,9.44578,9.67825,0.00000,0.76114 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_MTR1.1","376","769",32.17502,69.80000,1.11354,0.00000,9.44578,9.83898,0.00000,0.84757 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.1","377","487",-62.00667,390.47000,0.40855,0.00000,9.46592,9.32193,0.00000,2.53075 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.2","465","487",76.03806,390.42000,0.20851,0.00000,9.28056,9.32193,0.00000,0.60090 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.3","484","487",-13.82287,291.58000,0.00060,0.00000,9.32233,9.32193,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.1","377","486",-61.78468,390.47000,0.40571,0.00000,9.46592,9.32179,0.00000,2.53238 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.2","465","486",75.82523,390.42000,0.20721,0.00000,9.28056,9.32179,0.00000,0.59747 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.3","485","486",-13.83334,291.58000,0.00057,0.00000,9.32218,9.32179,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T10.T10","377","371",14.83413,105.80000,0.01127,0.02760,9.46592,9.48465,0.00000,-0.04542 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T15.T15","377","372",0.00455,23.60000,0.00000,0.00910,9.46592,9.47308,0.00000,-0.04310 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T16.T16","377","373",0.00611,23.50000,0.00001,0.01220,9.46592,9.47393,0.00000,-0.05779 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T2.L2","812","375",0.00000,59.80000,0.00000,0.00000,9.44018,9.43764,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T2.M2","376","375",-33.07271,178.35000,0.00823,0.00000,9.44578,9.43764,0.00000,0.09572 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T2.T2","377","375",33.09175,224.20000,0.00449,0.02910,9.46592,9.43764,0.00000,-0.62656 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T3.L3","813","374",0.00000,59.80000,0.00000,0.00000,9.44019,9.43766,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T3.M3","376","374",-33.05771,178.34000,0.00822,0.00000,9.44578,9.43766,0.00000,0.09531 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T3.T3","377","374",33.07670,224.20000,0.00435,0.02930,9.46592,9.43766,0.00000,-0.62622 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_T9.T9","377","371",14.80779,101.56000,0.01120,0.01730,9.46592,9.48465,0.00000,0.00348 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_TKU1.1","377","409",46.11461,335.00000,0.50299,0.00000,9.46592,9.62322,0.00000,1.20661 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_TKU2.1","377","409",46.47916,335.00000,0.50612,0.00000,9.46592,9.62322,0.00000,1.22022 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_TNG1.1","377","416",19.52003,291.34000,0.09861,0.00000,9.46592,9.58061,0.00000,0.64697 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.1","377","382",-253.29061,764.00000,0.49585,0.00000,9.46592,9.41358,0.00000,4.28201 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.2","384","382",162.78731,764.00000,0.16670,0.00000,9.38968,9.41358,0.00000,1.16097 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.3","421","382",90.75000,256.00000,0.08000,0.00000,9.39424,9.41358,0.00000,0.50123 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_TWF1.1","371","423",-15.38000,2000.00000,0.00000,0.00000,9.48465,9.48465,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_TWF2.1","371","423",-15.38000,2000.00000,0.00000,0.00000,9.48465,9.48465,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_WDV1.1","376","425",-12.77737,64.78000,0.05687,0.00000,9.44578,9.37982,0.00000,0.15279 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_WDV2.1","376","425",-12.77592,64.78000,0.05686,0.00000,9.44578,9.37982,0.00000,0.15278 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_WGN1.1","376","392",18.11162,80.34000,0.15292,0.00000,9.44578,9.59417,0.00000,0.61025 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_WGN1.2","392","427",11.55313,80.34000,0.03939,0.00000,9.59417,9.62251,0.00000,-0.02583 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_WGN2.1","376","391",17.34539,80.34000,0.14073,0.00000,9.44578,9.54244,0.00000,0.16689 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE_WGN2.2","391","427",12.36054,80.34000,0.05011,0.00000,9.54244,9.62251,0.00000,0.25374 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BRB_HPI1.1","12","22",-83.40491,370.08000,1.02824,0.00000,11.04005,10.77130,0.00000,5.53194 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BRB_MDN.1","12","29",67.59390,476.31000,0.00837,0.00000,11.04005,11.04142,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BRB_T2.T2","12","11",7.32643,75.00000,0.00529,0.03040,11.04005,11.04790,0.00000,-0.16843 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BRB_T3.T3","12","11",7.42570,75.00000,0.00518,0.03090,11.04005,11.04790,0.00000,-0.17019 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BRK_SFD1.1","329","358",79.45949,286.38000,0.85119,0.00000,9.63002,9.80460,0.00000,2.76304 +"10-OCT-2022 12:30","10-OCT-2022 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12:33:14","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,9.47797,9.47797,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,9.47797,9.47797,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,9.47797,9.47797,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,9.47797,9.47797,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI_T6.T6","312","306",-9.00000,2000.00000,0.00000,0.00000,9.47797,9.47797,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI_T7.T7","312","305",-9.00000,2000.00000,0.00000,0.00000,9.47797,9.47797,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUK_TWH1.1","158","159",15.27200,2000.00000,0.00000,0.00000,10.49790,10.49790,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUR_T1.T1","419","418",-107.00000,9999.00000,0.00000,0.00000,9.38968,9.38968,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWC_T1.T1","421","420",-45.37500,2000.00000,0.00000,0.00000,9.39424,9.39424,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWC_T2.T2","421","420",-45.37500,2000.00000,0.00000,0.00000,9.39424,9.39424,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWH_T1.T1","160","159",16.95003,135.94000,0.00896,0.03920,10.49236,10.49790,0.00000,-0.20588 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWH_T2.T2","160","159",16.90602,135.94000,0.00889,0.03920,10.49236,10.49790,0.00000,-0.20563 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWZ_T18.T18","679","680",-1.42200,27.40000,0.00067,0.03560,8.77638,8.77227,0.00000,-0.15622 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWZ_T19.T19","679","680",-1.42193,27.40000,0.00067,0.03560,8.77638,8.77227,0.00000,-0.15622 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","UHT_T1.T1","491","490",7.81512,53.46000,0.00616,0.05150,9.29486,9.32556,0.00000,-0.14888 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","UHT_T2.T2","491","490",7.81739,53.46000,0.00615,0.04690,9.29486,9.32556,0.00000,-0.12735 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,9.72417,9.72417,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAA_T2.T2","364","363",-4.70588,2000.00000,0.00000,0.00000,9.72417,9.72417,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAA_T3.T3","364","361",-6.58824,2000.00000,0.00000,0.00000,9.72417,9.72417,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAA_T4.T4","364","363",-4.70588,2000.00000,0.00000,0.00000,9.72417,9.72417,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,9.72417,9.72417,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAI_T1.T1","277","279",-4.05911,10.00000,0.01253,0.02790,9.96284,9.89490,0.00000,-0.06352 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAI_T2.T2","277","279",-4.09428,12.30000,0.01199,0.03760,9.96284,9.89490,0.00000,-0.10796 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAI_T5.T5","278","277",-0.79407,4.50000,0.00102,0.00410,9.99755,9.96284,0.00000,-0.01181 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WDV_T1.T1","425","424",0.65294,4.50000,0.00021,0.00590,9.37982,9.39303,0.00000,-0.02441 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WDV_T2.T2","425","424",0.66435,4.50000,0.00023,0.00580,9.37982,9.39303,0.00000,-0.02393 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WEL_T1.T1","45","44",10.92568,40.50000,0.02026,0.05010,11.22806,11.26098,0.00000,-0.21630 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WEL_T2.T2","46","44",11.08503,39.00000,0.01845,0.03790,11.22761,11.26098,0.00000,-0.13230 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WGN_T1.T1","427","426",14.30383,39.60000,0.03005,0.02750,9.62251,9.66689,0.00000,0.03927 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WGN_T2.T2","427","426",9.02144,24.01000,0.01787,0.03920,9.62251,9.66689,0.00000,-0.07561 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WGN_WVY1.1","427","366",0.46555,165.05000,0.00319,0.00000,9.62251,9.58672,0.00000,-0.02364 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI_T1.T1","319","313",23.48086,73.29000,0.02836,0.03000,9.92015,9.93854,0.00000,-0.07413 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI_T2.T2","319","314",28.18506,73.29000,0.04506,0.03000,9.92015,9.95375,0.00000,0.09993 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI_T3.T3","319","315",8.45762,67.00000,0.00312,0.03400,9.92015,9.92381,0.00000,-0.16870 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,9.92015,9.92015,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,9.92015,9.92015,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,9.92015,9.92015,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI_WRK1.1","319","299",-61.60897,582.67000,0.30970,0.00000,9.92015,9.86942,0.00000,0.02669 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHU_T1.T1","162","161",10.32033,103.30000,0.00541,0.02100,10.67552,10.68024,0.00000,-0.11665 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHU_T3.T3","162","161",10.30444,75.49000,0.00371,0.02030,10.67552,10.68024,0.00000,-0.10389 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHU_WKO1.1","162","164",24.76832,123.00000,0.09506,0.00000,10.67552,10.76792,0.00000,0.63259 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHU_WKO2.1","162","164",24.72751,123.00000,0.09487,0.00000,10.67552,10.76792,0.00000,0.63173 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL_T3.T3","496","493",-14.35494,92.03000,0.00306,0.04750,9.29704,9.29014,0.00000,-0.18550 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL_T5.T5","496","493",-14.35556,92.03000,0.00305,0.04750,9.29704,9.29014,0.00000,-0.18548 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL_T8.L8","814","494",0.00000,72.00000,0.00000,0.00000,9.28624,9.28474,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL_T8.M8","495","494",-36.30688,306.20000,0.00568,0.00000,9.28725,9.28474,0.00000,0.01928 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL_T8.T8","496","494",36.33653,306.20000,0.00319,0.05290,9.29704,9.28474,0.00000,-0.48394 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIR_T1.T1","104","103",45.02287,120.03000,0.07736,0.09360,10.82091,10.85486,0.00000,-0.16367 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIR_T2.T2","758","103",25.00588,115.00000,0.05134,0.03850,10.79671,10.85486,0.00000,0.23950 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM_T1.T1","288","281",-20.37835,2000.00000,0.00000,0.00000,9.99000,9.99000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM_T2.T2","288","282",-20.37835,2000.00000,0.00000,0.00000,9.99000,9.99000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM_T3.T3","288","283",-20.37835,2000.00000,0.00000,0.00000,9.99000,9.99000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM_T4.T4","288","284",-20.37835,2000.00000,0.00000,0.00000,9.99000,9.99000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM_T8.L8","285","286",-6.44700,2000.00000,0.00000,0.00000,9.99000,9.99000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM_T8.M8","287","286",46.55388,2000.00000,0.00000,0.00000,9.99000,9.99000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM_T8.T8","288","286",-40.10688,2000.00000,0.00000,0.00000,9.99000,9.99000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 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12:33:14","WPP_T1.T1","367","368",-33.90900,9999.00000,0.00000,0.00000,9.58672,9.58672,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPP_WVY1.1","367","366",33.90900,9999.00000,0.00000,0.00000,9.58672,9.58672,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPR_T12.T12","557","555",16.82186,110.60000,0.00846,0.04080,9.41937,9.42186,0.00000,-0.21116 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPR_T13.T13","556","555",16.80922,110.60000,0.00845,0.04080,9.41991,9.42186,0.00000,-0.21567 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPR_T3.T3","555","554",4.25336,13.60000,0.00836,0.01000,9.42186,9.45069,0.00000,-0.02544 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPW_T1.T1","431","429",11.87727,26.23000,0.03817,0.04000,9.85085,9.90843,0.00000,-0.04531 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPW_T2.T2","2097","429",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPW_T33.T33","429","428",1.93010,10.00000,0.00191,0.00720,9.90843,9.93160,0.00000,-0.02287 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRD_T1.T1","49","47",21.42055,80.00000,0.00000,0.00000,10.81237,10.81302,0.00000,0.00691 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRD_T2.T2","48","782",0.00000,80.00000,0.00000,0.00000,10.81227,10.81227,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRD_T3.T3","755","47",20.88829,80.00000,0.00000,0.00000,10.81241,10.81302,0.00000,0.00640 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRD_T7.T7","50","47",34.94175,157.64000,0.03618,0.03680,10.79220,10.81302,0.00000,-0.03081 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK_T1.T1","299","295",-21.60000,2000.00000,0.00000,0.00000,9.86942,9.86942,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK_T2.T2","299","296",-8.86957,2000.00000,0.00000,0.00000,9.86942,9.86942,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK_T29.T29","299","297",-9.50603,65.26000,0.00646,0.06840,9.86942,9.85166,0.00000,-0.28500 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK_T3.L3","294","298",19.40870,2000.00000,0.00000,0.00000,9.86942,9.86942,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK_T3.M3","293","298",17.37391,2000.00000,0.00000,0.00000,9.86942,9.86942,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK_T3.T3","299","298",-36.78261,2000.00000,0.00000,0.00000,9.86942,9.86942,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK_T30.T30","297","299",9.25917,67.90000,0.00645,0.07920,9.85166,9.86942,0.00000,-0.34044 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK_T4.T4","299","292",-34.74783,2000.00000,0.00000,0.00000,9.86942,9.86942,0.00000,0.00000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTK_T21.T21","689","681",-35.94150,68.64000,0.06953,0.03970,8.77885,8.74031,0.00000,0.21314 +"10-OCT-2022 12:30","10-OCT-2022 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12:33:14","ATI_T3.T3","179","176",-12.75000,2000.00000,0.00000,0.00000,9.59411,9.59411,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATI_T4.T4","179","175",-12.75000,2000.00000,0.00000,0.00000,9.59411,9.59411,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATI_TRK1.1","179","276",27.43719,369.76000,0.06838,0.00000,9.59411,9.63071,0.00000,0.17281 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATI_TRK2.1","179","276",27.43719,369.76000,0.06838,0.00000,9.59411,9.63071,0.00000,0.17281 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATI_WKM.1","179","288",162.34662,429.06000,1.16609,0.00000,9.59411,9.67739,0.00000,1.11758 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATU_DOB1.1","503","604",2.27827,70.00000,0.00861,0.00000,9.87595,9.92399,0.00000,0.01199 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATU_RFN_IGH1.1","503","523",-2.29061,68.00000,0.01234,0.00000,9.87595,9.80728,0.00000,0.01772 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATU_RFN_IGH1.2","512","523",3.63054,68.00000,0.01393,0.00000,9.75859,9.80728,0.00000,0.02008 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI_BEN1.1","624","638",14.07489,246.43000,0.01208,0.00000,8.66396,8.66787,0.00000,-0.02485 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI_BEN2.1","624","638",14.08589,246.43000,0.01208,0.00000,8.66396,8.66787,0.00000,-0.02484 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI_T1.T1","624","623",-32.83100,2000.00000,0.00000,0.00000,8.66396,8.66396,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI_T2.T2","624","622",-32.83100,2000.00000,0.00000,0.00000,8.66396,8.66396,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI_T3.T3","624","621",-32.83100,2000.00000,0.00000,0.00000,8.66396,8.66396,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI_T4.T4","624","620",-32.83100,2000.00000,0.00000,0.00000,8.66396,8.66396,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI_WTK.1","624","689",103.16322,626.83000,0.07249,0.00000,8.66396,8.68532,0.00000,0.78672 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BAL_GOR.1","693","710",-0.29046,62.00000,0.00285,0.00000,9.20021,9.04910,0.00000,0.00882 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BAL_HWB.1","693","696",-14.62678,62.00000,0.21101,0.00000,9.20021,8.98777,0.00000,0.58293 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BAL_HWB.2","696","716",-14.77500,62.00000,0.14822,0.00000,8.98777,8.84576,0.00000,0.38301 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BAL_MSG1.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.24550,9.24550,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BAL_MSG2.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.24550,9.24550,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BAL_T1.T1","693","692",7.34253,38.70000,0.01491,0.01730,9.20021,9.24550,0.00000,0.01739 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BAL_T2.T2","693","692",7.34354,38.70000,0.01486,0.01730,9.20021,9.24550,0.00000,0.01765 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BDE_EDN.1","695","704",17.69564,62.00000,0.07798,0.00000,9.15986,9.20070,0.00000,0.00255 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BDE_GOR.1","695","710",-26.00331,62.00000,0.20857,0.00000,9.15986,9.04910,0.00000,0.48481 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BDE_T1.T1","695","694",4.04438,20.80000,0.00517,0.01030,9.15986,9.18677,0.00000,-0.01665 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BDE_T2.T2","695","694",4.04438,19.98000,0.00523,0.01040,9.15986,9.18677,0.00000,-0.01737 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_HAY1.1","637","463",246.64999,780.00000,5.82920,1.50000,8.66787,8.99767,0.00000,7.70019 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_HAY2.1","636","464",225.72900,700.00000,4.70252,1.50000,8.66787,8.99767,0.00000,9.31904 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_OHB.1","638","666",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_OHC.1","638","671",-25.79205,614.00000,0.03095,0.00000,8.66787,8.65416,0.00000,0.04266 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T27.T27","638","626",0.00000,10.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T28.T28","638","636",226.47900,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T29.T29","638","625",0.00000,10.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T30.T30","638","637",247.39999,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T42.L42","629","634",72.77517,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T42.M42","631","634",72.77517,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T42.T42","638","634",-145.55033,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T44.L44","632","633",72.77517,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T44.M44","628","633",72.77517,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T44.T44","638","633",-145.55033,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T46.L46","627","635",72.77517,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T46.M46","630","635",72.77517,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_T46.T46","638","635",-145.55033,2000.00000,0.00000,0.00000,8.66787,8.66787,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN_TWZ.1","638","680",16.66974,493.00000,0.03795,0.00000,8.66787,8.67881,0.00000,-0.07354 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BLN_KIK.1","502","505",17.28988,65.35000,0.37278,0.00000,9.64879,9.94269,0.00000,0.68759 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BLN_KIK.2","502","516",-9.34005,68.00000,0.05017,0.00000,9.64879,9.64218,0.00000,-0.21115 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BLN_STK1.1","505","534",-15.94889,123.00000,0.11979,0.00000,9.94269,9.83703,0.00000,0.24710 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BLN_STK2.1","505","534",-16.06517,128.00000,0.11641,0.00000,9.94269,9.83703,0.00000,0.27002 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BLN_T1.T1","505","504",16.37033,61.00000,0.01980,0.05900,9.94269,9.96455,0.00000,-0.21373 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BLN_T2.T2","505","504",16.29496,61.00000,0.01958,0.05900,9.94269,9.96455,0.00000,-0.21344 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BLN_T3.T3","505","504",15.96063,79.60000,0.01749,0.02010,9.94269,9.96455,0.00000,-0.01288 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_HAM1.1","58","121",-32.09739,61.92000,1.32938,0.00000,10.62929,10.07491,0.00000,1.83189 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_MER.33","2016","2028",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_OTA1.1","58","104",-3.56526,76.05000,0.01025,0.00000,10.62929,10.49723,0.00000,0.18092 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_OTA1.2","82","104",49.55600,134.13000,0.15903,0.00000,10.40570,10.49723,0.00000,1.43312 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_OTA2.1","58","758",-6.61220,76.05000,0.01896,0.00000,10.62929,10.47253,0.00000,0.41749 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_OTA2.2","82","758",32.12929,134.13000,0.07039,0.00000,10.40570,10.47253,0.00000,0.70503 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_T2.T2","58","57",7.93939,38.70000,0.01039,0.03000,10.62929,10.65976,0.00000,-0.09432 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_T4.L4","2014","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_T4.M4","2020","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_T4.T4","2022","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_T5.L5","2015","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_T5.M5","2021","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB_T5.T5","2023","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_BRK1.1","377","329",125.32564,764.34000,0.71389,0.00000,9.17683,9.33247,0.00000,6.42173 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_BRK2.1","377","329",125.85695,713.00000,0.77094,0.00000,9.17683,9.33247,0.00000,6.19685 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_LTN2.1","377","385",-85.56766,764.39000,0.10140,0.00000,9.17683,9.14730,0.00000,0.79824 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_MHO1.1","376","389",11.44181,58.90000,0.11739,0.00000,9.16930,9.39500,0.00000,0.73974 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_MHO2.1","376","388",11.41469,58.90000,0.11688,0.00000,9.16930,9.39497,0.00000,0.73890 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_MTR1.1","376","769",33.05426,69.80000,1.16779,0.00000,9.16930,9.57358,0.00000,1.09156 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.1","377","487",-59.96303,390.47000,0.36359,0.00000,9.17683,9.03766,0.00000,2.50417 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.2","465","487",74.47004,390.42000,0.19849,0.00000,8.99767,9.03766,0.00000,0.59191 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.3","484","487",-14.30853,291.58000,0.00063,0.00000,9.03805,9.03766,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.1","377","486",-59.74864,390.47000,0.36069,0.00000,9.17683,9.03753,0.00000,2.50645 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.2","465","486",74.26298,390.42000,0.19722,0.00000,8.99767,9.03753,0.00000,0.58868 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.3","485","486",-14.31712,291.58000,0.00059,0.00000,9.03790,9.03753,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T10.T10","377","371",14.27761,105.80000,0.01084,0.02760,9.17683,9.18372,0.00000,-0.12730 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T15.T15","377","372",0.00455,23.60000,0.00000,0.00910,9.17683,9.18377,0.00000,-0.04179 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T16.T16","377","373",0.00611,23.50000,0.00001,0.01220,9.17683,9.18459,0.00000,-0.05603 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T2.L2","812","375",0.00000,59.80000,0.00000,0.00000,9.16475,9.16228,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T2.M2","376","375",-33.16656,178.35000,0.00829,0.00000,9.16930,9.16228,0.00000,0.07855 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T2.T2","377","375",33.18566,224.20000,0.00455,0.02910,9.17683,9.16228,0.00000,-0.39558 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T3.L3","813","374",0.00000,59.80000,0.00000,0.00000,9.16475,9.16229,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T3.M3","376","374",-33.15151,178.34000,0.00828,0.00000,9.16930,9.16229,0.00000,0.07823 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T3.T3","377","374",33.17056,224.20000,0.00440,0.02930,9.17683,9.16229,0.00000,-0.39541 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_T9.T9","377","371",14.25226,101.56000,0.01058,0.01730,9.17683,9.18372,0.00000,-0.07887 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_TKU1.1","377","409",45.07416,335.00000,0.49164,0.00000,9.17683,9.32419,0.00000,1.02903 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_TKU2.1","377","409",45.43049,335.00000,0.49470,0.00000,9.17683,9.32419,0.00000,1.04102 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_TNG1.1","377","416",18.36365,291.34000,0.09277,0.00000,9.17683,9.28315,0.00000,0.54560 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.1","377","382",-251.04084,764.00000,0.48454,0.00000,9.17683,9.12604,0.00000,4.15114 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.2","384","382",160.53271,764.00000,0.16187,0.00000,9.10284,9.12604,0.00000,1.12398 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.3","421","382",90.75000,256.00000,0.08000,0.00000,9.10729,9.12604,0.00000,0.48592 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_TWF1.1","371","423",-15.38000,2000.00000,0.00000,0.00000,9.18372,9.18372,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_TWF2.1","371","423",-15.38000,2000.00000,0.00000,0.00000,9.18372,9.18372,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_WDV1.1","376","425",-11.81651,64.78000,0.04706,0.00000,9.16930,9.10414,0.00000,0.16928 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_WDV2.1","376","425",-11.81517,64.78000,0.04705,0.00000,9.16930,9.10414,0.00000,0.16927 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_WGN1.1","376","392",17.33912,80.34000,0.14004,0.00000,9.16930,9.32624,0.00000,0.70752 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_WGN1.2","392","427",10.92375,80.34000,0.03725,0.00000,9.32624,9.36499,0.00000,0.03723 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_WGN2.1","376","391",16.58921,80.34000,0.12807,0.00000,9.16930,9.27593,0.00000,0.29041 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE_WGN2.2","391","427",11.71521,80.34000,0.04066,0.00000,9.27593,9.36499,0.00000,0.33126 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRB_HPI1.1","12","22",-81.56196,370.08000,0.98337,0.00000,10.70374,10.44317,0.00000,5.36343 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRB_MDN.1","12","29",66.31518,476.31000,0.00821,0.00000,10.70374,10.70507,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRB_T2.T2","12","11",7.06849,75.00000,0.00511,0.03040,10.70374,10.71135,0.00000,-0.16328 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRB_T3.T3","12","11",7.16426,75.00000,0.00500,0.03090,10.70374,10.71135,0.00000,-0.16502 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRK_SFD1.1","329","358",78.28413,286.38000,0.83018,0.00000,9.33247,9.49724,0.00000,2.50716 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","MAT_T2.T2","209","207",-30.00000,2000.00000,0.00000,0.00000,9.29363,9.29363,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MCH_MXT1.MXT1","2120","2119",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MCH_T1.T1","519","518",0.00335,7.51000,0.00000,0.00670,9.71084,9.71386,0.00000,-0.03254 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MCK_WIL1.1","469","493",28.87086,2000.00000,0.00000,0.00000,9.00699,9.00699,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MCK_WIL2.1","469","493",29.40214,2000.00000,0.00000,0.00000,9.00699,9.00699,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MDN_MPE1.1","28","30",33.11172,228.63000,0.08784,0.00000,10.71597,10.74971,0.00000,0.08655 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MDN_MPE2.1","28","30",33.12720,312.70000,0.12009,0.00000,10.71597,10.74971,0.00000,-0.08655 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","MGM_T2.T2","471","470",4.84008,27.09000,0.00743,0.01630,9.19265,9.23021,0.00000,-0.01863 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MGM_T3.T3","471","470",4.83005,27.09000,0.00739,0.01630,9.19265,9.23021,0.00000,-0.01863 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MGM_WDV1.1","471","425",-2.75483,149.00000,0.00943,0.00000,9.19265,9.10414,0.00000,0.07859 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHO_T1.T1","387","386",0.00000,2000.00000,0.00000,0.00000,9.41686,9.41686,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHO_T3.T3","389","387",11.30792,38.70000,0.01606,0.03300,9.39500,9.41686,0.00000,-0.10741 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHO_T4.T4","388","387",11.27830,39.60000,0.01617,0.03900,9.39497,9.41686,0.00000,-0.13632 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MKE_T1.T1","342","340",0.00000,2000.00000,0.00000,0.00000,9.71560,9.71560,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MKE_T2.T2","342","341",0.00000,2000.00000,0.00000,0.00000,9.71560,9.71560,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MLG_T1.T1","476","474",7.41349,33.68000,0.01137,0.01360,9.05214,9.08082,0.00000,-0.00708 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MLG_T2.T2","477","474",7.35873,32.68000,0.01125,0.01360,9.05390,9.08082,0.00000,-0.01380 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MLG_T3.T3","476","475",8.91299,65.16000,0.00944,0.05100,9.05214,9.06263,0.00000,-0.22712 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MLG_T4.T4","477","475",8.85986,65.16000,0.00941,0.05100,9.05390,9.06263,0.00000,-0.23506 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNG_OTA1.1","76","82",-61.70341,305.00000,0.04071,0.00000,10.42135,10.40570,0.00000,0.27074 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNG_OTA2.1","76","82",-61.67051,305.00000,0.04070,0.00000,10.42135,10.40570,0.00000,0.27053 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNG_ROS1.1","76","99",18.33490,105.00000,0.05302,0.00000,10.42135,10.50717,0.00000,0.50822 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNG_ROS2.1","76","99",18.30839,105.00000,0.05284,0.00000,10.42135,10.50717,0.00000,0.50804 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNG_T1.T1","76","75",41.30480,140.48000,0.05583,0.02950,10.42135,10.44397,0.00000,0.02145 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNG_T2.T2","76","75",41.31392,140.48000,0.05539,0.02950,10.42135,10.44397,0.00000,0.02383 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNI_MKE_SFD1.1","327","345",15.09266,105.15000,0.01363,0.00000,9.72391,9.72011,0.00000,-0.09490 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNI_MKE_SFD1.2","327","357",-15.22055,101.00000,0.12789,0.00000,9.72391,9.51567,0.00000,0.96290 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNI_MKE_SFD1.3","342","327",0.00000,114.00000,0.00000,0.00000,9.71560,9.72391,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNI_T3.T3","345","343",3.10395,37.53000,0.00256,0.02250,9.72011,9.72815,0.00000,-0.10944 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNI_T4.T4","345","344",7.26956,37.53000,0.01145,0.02250,9.72011,9.75621,0.00000,-0.03441 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MOK_T1.T1","212","211",-20.07691,2000.00000,0.00000,0.00000,9.67739,9.67739,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MOK_T11.T11","212","211",-16.07950,2000.00000,0.00000,0.00000,9.67739,9.67739,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MOK_T2.T2","212","210",-39.84359,2000.00000,0.00000,0.00000,9.67739,9.67739,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MOK_WKM.1","212","287",76.00000,2000.00000,0.00000,0.00000,9.67739,9.67739,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MST_T2.T2","479","478",14.84646,77.90000,0.01489,0.02060,9.24455,9.26680,0.00000,0.00073 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MST_T3.T3","479","478",14.85384,77.90000,0.01481,0.02060,9.24455,9.26680,0.00000,0.00120 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MST_UHT1.1","444","479",18.45010,98.00000,0.11881,0.00000,9.12737,9.24455,0.00000,0.53177 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MST_UHT1.2","444","491",-22.46392,77.36000,0.23251,0.00000,9.12737,9.01219,0.00000,0.23267 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MST_UHT2.1","445","479",18.50165,98.00000,0.11963,0.00000,9.12734,9.24455,0.00000,0.53137 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MST_UHT2.2","445","491",-22.43423,77.36000,0.23193,0.00000,9.12734,9.01219,0.00000,0.23317 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTI_T1.T1","223","222",-12.50000,2000.00000,0.00000,0.00000,9.64815,9.64815,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTI_T10.T10","223","213",-12.50000,2000.00000,0.00000,0.00000,9.64815,9.64815,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","NMA_T2.T2","735","734",-1.47528,62.32000,0.00114,0.03170,9.03781,9.03086,0.00000,-0.14329 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NMA_TWI1.1","735","751",132.95829,467.00000,0.54270,0.00000,9.03781,9.11231,0.00000,2.48016 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NMA_TWI2.1","735","751",132.96440,467.00000,0.54274,0.00000,9.03781,9.11231,0.00000,2.48020 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NMA_WHL.1","734","752",-31.78600,2000.00000,0.00000,0.00000,9.03086,9.03086,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NPK_MXT1.MXT1","2079","2078",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NPK_T1.T1","396","395",2.37124,15.00000,0.00149,0.01150,9.86538,9.88632,0.00000,-0.03938 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NSY_PRU1.1","653","673",-11.00000,2000.00000,0.00000,0.00000,8.76126,8.76126,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","OHA_T4.T4","661","660",-38.98650,2000.00000,0.00000,0.00000,8.66148,8.66148,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHA_T5.T5","661","659",-38.98650,2000.00000,0.00000,0.00000,8.66148,8.66148,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHA_T6.T6","661","658",-38.98650,2000.00000,0.00000,0.00000,8.66148,8.66148,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHA_T7.T7","661","657",-38.98650,2000.00000,0.00000,0.00000,8.66148,8.66148,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHA_TWZ1.1","661","680",77.99477,382.00000,0.07087,0.00000,8.66148,8.67881,0.00000,0.36809 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHA_TWZ2.1","661","680",77.95123,382.00000,0.07078,0.00000,8.66148,8.67881,0.00000,0.36809 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHB_T10.T10","666","664",-37.50000,2000.00000,0.00000,0.00000,8.67100,8.67100,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","OHC_T15.T15","671","667",-42.26975,2000.00000,0.00000,0.00000,8.65416,8.65416,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHC_TWZ.1","671","680",143.28695,764.00000,0.17322,0.00000,8.65416,8.67881,0.00000,1.01410 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHK_T1.T1","235","234",-17.25000,2000.00000,0.00000,0.00000,9.57032,9.57032,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHK_T2.T2","235","233",-17.25000,2000.00000,0.00000,0.00000,9.57032,9.57032,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHK_T3.T3","235","232",-17.25000,2000.00000,0.00000,0.00000,9.57032,9.57032,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHK_T4.T4","235","231",-17.25000,2000.00000,0.00000,0.00000,9.57032,9.57032,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHK_WRK.1","235","299",-65.63268,398.96000,0.18846,0.00000,9.57032,9.55736,0.00000,-0.47647 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHW_OTA1.1","147","84",175.20054,671.00000,2.10337,0.00000,10.17574,10.35052,0.00000,4.42481 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHW_OTA2.1","147","83",174.41453,671.00000,2.09350,0.00000,10.17574,10.35030,0.00000,4.38870 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHW_WKM1.1","147","288",-269.05864,671.00000,7.99542,0.00000,10.17574,9.67739,0.00000,26.36369 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKE_OWH.1","236","251",-29.46124,69.00000,0.10898,0.00000,9.67493,9.69014,0.00000,-0.75124 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKE_TMI.1","236","269",28.71809,77.36000,0.32736,0.00000,9.67493,9.79366,0.00000,0.10172 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKE_TRK.1","236","275",0.63416,77.36000,0.00168,0.00000,9.67493,9.65888,0.00000,-0.01319 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKI_T1.T1","245","242",-19.28450,2000.00000,0.00000,0.00000,9.53461,9.53461,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","OTA_PEN6.1","85","96",202.47917,492.00000,0.54207,0.00000,10.35271,10.41269,0.00000,3.25045 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA_ROS1.1","82","99",18.65888,87.26000,0.09421,0.00000,10.40570,10.50717,0.00000,0.45176 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA_ROS2.1","82","99",18.85289,87.26000,0.09576,0.00000,10.40570,10.50717,0.00000,0.45345 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA_SWN.1","84","43",205.91398,915.00000,0.18304,0.00000,10.35052,10.36653,0.00000,0.69950 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA_T13.T13","84","79",21.37598,91.96000,0.02983,0.01730,10.35052,10.37829,0.00000,0.05226 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA_T14.T14","84","79",21.37598,91.96000,0.02983,0.01730,10.35052,10.37829,0.00000,0.05226 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA_T3.L3","795","81",0.00000,94.60000,0.00000,0.00000,10.39781,10.40131,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,9.16899,9.16899,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,9.16899,9.16899,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,9.16899,9.16899,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,9.16899,9.16899,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI_T6.T6","312","306",-9.00000,2000.00000,0.00000,0.00000,9.16899,9.16899,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI_T7.T7","312","305",-9.00000,2000.00000,0.00000,0.00000,9.16899,9.16899,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUK_TWH1.1","158","159",16.38900,2000.00000,0.00000,0.00000,10.17407,10.17407,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUR_T1.T1","419","418",-107.00000,9999.00000,0.00000,0.00000,9.10284,9.10284,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWC_T1.T1","421","420",-45.37500,2000.00000,0.00000,0.00000,9.10729,9.10729,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWC_T2.T2","421","420",-45.37500,2000.00000,0.00000,0.00000,9.10729,9.10729,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWH_T1.T1","160","159",16.28832,135.94000,0.00861,0.03920,10.16871,10.17407,0.00000,-0.19953 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWH_T2.T2","160","159",16.24603,135.94000,0.00854,0.03920,10.16871,10.17407,0.00000,-0.19930 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWZ_T18.T18","679","680",-1.42700,27.40000,0.00067,0.03560,8.68288,8.67881,0.00000,-0.15455 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWZ_T19.T19","679","680",-1.42694,27.40000,0.00067,0.03560,8.68288,8.67881,0.00000,-0.15456 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","UHT_T1.T1","491","490",8.00070,53.46000,0.00677,0.05150,9.01219,9.04196,0.00000,-0.14436 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","UHT_T2.T2","491","490",8.00303,53.46000,0.00676,0.04690,9.01219,9.04196,0.00000,-0.12348 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,9.39474,9.39474,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAA_T2.T2","364","363",-4.70588,2000.00000,0.00000,0.00000,9.39474,9.39474,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAA_T3.T3","364","361",-6.58824,2000.00000,0.00000,0.00000,9.39474,9.39474,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAA_T4.T4","364","363",-4.70588,2000.00000,0.00000,0.00000,9.39474,9.39474,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,9.39474,9.39474,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAI_T1.T1","277","279",-4.00446,10.00000,0.01219,0.02790,9.60177,9.53630,0.00000,-0.06139 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAI_T2.T2","277","279",-4.03916,12.30000,0.01158,0.03760,9.60177,9.53630,0.00000,-0.10387 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAI_T5.T5","278","277",-0.78704,4.50000,0.00099,0.00410,9.63523,9.60177,0.00000,-0.01138 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WDV_T1.T1","425","424",0.64798,4.50000,0.00021,0.00590,9.10414,9.11206,0.00000,-0.02528 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WDV_T2.T2","425","424",0.65930,4.50000,0.00022,0.00580,9.10414,9.11206,0.00000,-0.02483 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WEL_T1.T1","45","44",10.79259,40.50000,0.01984,0.05010,10.88646,10.91838,0.00000,-0.20955 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WEL_T2.T2","46","44",10.94932,39.00000,0.01808,0.03790,10.88603,10.91838,0.00000,-0.12845 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WGN_T1.T1","427","426",13.89970,39.60000,0.02812,0.02750,9.36499,9.40819,0.00000,0.03858 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WGN_T2.T2","427","426",8.76655,24.01000,0.01677,0.03920,9.36499,9.40819,0.00000,-0.07395 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WGN_WVY1.1","427","366",-0.13950,165.05000,0.00096,0.00000,9.36499,9.23658,0.00000,0.00447 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI_T1.T1","319","313",23.48086,73.29000,0.02836,0.03000,9.61462,9.63244,0.00000,-0.07185 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI_T2.T2","319","314",28.18506,73.29000,0.04506,0.03000,9.61462,9.64719,0.00000,0.09686 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI_T3.T3","319","315",8.45762,67.00000,0.00312,0.03400,9.61462,9.61817,0.00000,-0.16351 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,9.61462,9.61462,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,9.61462,9.61462,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,9.61462,9.61462,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI_WRK1.1","319","299",-60.38069,582.67000,0.30353,0.00000,9.61462,9.55736,0.00000,0.26971 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHU_T1.T1","162","161",10.26476,103.30000,0.00538,0.02100,10.33456,10.33913,0.00000,-0.11290 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHU_T3.T3","162","161",10.24896,75.49000,0.00369,0.02030,10.33456,10.33913,0.00000,-0.10060 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHU_WKO1.1","162","164",23.95478,123.00000,0.08808,0.00000,10.33456,10.42401,0.00000,0.61236 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHU_WKO2.1","162","164",23.91532,123.00000,0.08789,0.00000,10.33456,10.42401,0.00000,0.61159 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL_T3.T3","496","493",-14.19044,92.03000,0.00294,0.04750,9.01368,9.00699,0.00000,-0.17985 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL_T5.T5","496","493",-14.19106,92.03000,0.00293,0.04750,9.01368,9.00699,0.00000,-0.17983 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL_T8.L8","814","494",0.00000,72.00000,0.00000,0.00000,9.00049,9.00195,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL_T8.M8","495","494",-35.22015,306.20000,0.00551,0.00000,9.00437,9.00195,0.00000,0.01785 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL_T8.T8","496","494",35.24970,306.20000,0.00310,0.05290,9.01368,9.00195,0.00000,-0.45881 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIR_T1.T1","104","103",45.78491,120.03000,0.08021,0.09360,10.49723,10.52974,0.00000,-0.17075 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIR_T2.T2","758","103",25.42746,115.00000,0.05311,0.03850,10.47253,10.52974,0.00000,0.24500 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","WKM_T9.T9","288","287",-29.62095,2000.00000,0.00000,0.00000,9.67739,9.67739,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKM_TIE1.1","288","289",114.02742,1104.00000,0.00452,0.00000,9.67739,9.67863,0.00000,0.04911 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKM_TIE2.1","288","289",114.89812,1104.00000,0.00455,0.00000,9.67739,9.67863,0.00000,0.04948 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKM_WRK1.1","289","299",-245.37150,952.63000,1.14711,0.00000,9.67863,9.55736,0.00000,9.32750 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKO_T1.T1","164","163",6.16007,41.15000,0.00526,0.03230,10.42401,10.44581,0.00000,-0.12904 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKO_T2.T2","164","163",12.76781,54.05000,0.01007,0.02880,10.42401,10.44581,0.00000,-0.06385 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPA_T1.T1","291","290",-33.00000,2000.00000,0.00000,0.00000,9.63903,9.63903,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPP_T1.T1","367","368",-33.96300,9999.00000,0.00000,0.00000,9.23658,9.23658,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPP_WVY1.1","367","366",33.96300,9999.00000,0.00000,0.00000,9.23658,9.23658,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPR_T12.T12","557","555",16.53254,110.60000,0.00792,0.04080,9.31902,9.32148,0.00000,-0.20674 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPR_T13.T13","556","555",16.51987,110.60000,0.00791,0.04080,9.31956,9.32148,0.00000,-0.21113 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPR_T3.T3","555","554",4.04172,13.60000,0.00772,0.01000,9.32148,9.35001,0.00000,-0.02517 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPW_T1.T1","431","429",11.84407,26.23000,0.03797,0.04000,9.56132,9.61721,0.00000,-0.04397 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPW_T2.T2","2097","429",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPW_T33.T33","429","428",1.92471,10.00000,0.00190,0.00720,9.61721,9.63970,0.00000,-0.02219 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRD_T1.T1","49","47",21.02879,80.00000,0.00000,0.00000,10.48292,10.48354,0.00000,0.00654 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRD_T2.T2","48","782",0.00000,80.00000,0.00000,0.00000,10.48282,10.48282,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRD_T3.T3","755","47",20.50626,80.00000,0.00000,0.00000,10.48295,10.48354,0.00000,0.00607 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRD_T7.T7","50","47",34.29919,157.64000,0.03485,0.03680,10.46335,10.48354,0.00000,-0.02922 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK_T1.T1","299","295",-21.60000,2000.00000,0.00000,0.00000,9.55736,9.55736,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK_T2.T2","299","296",-8.86957,2000.00000,0.00000,0.00000,9.55736,9.55736,0.00000,0.00000 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","ATI_T3.T3","179","176",-8.50000,2000.00000,0.00000,0.00000,9.59673,9.59673,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATI_T4.T4","179","175",-8.50000,2000.00000,0.00000,0.00000,9.59673,9.59673,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATI_TRK1.1","179","276",24.76288,369.76000,0.06172,0.00000,9.59673,9.63334,0.00000,0.15603 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATI_TRK2.1","179","276",24.76288,369.76000,0.06172,0.00000,9.59673,9.63334,0.00000,0.15603 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATI_WKM.1","179","288",156.03330,429.06000,1.06857,0.00000,9.59673,9.67999,0.00000,1.32364 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATU_DOB1.1","503","604",2.46997,70.00000,0.00934,0.00000,9.89689,9.94685,0.00000,0.01527 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATU_RFN_IGH1.1","503","523",-2.48335,68.00000,0.01338,0.00000,9.89689,9.82541,0.00000,0.02257 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATU_RFN_IGH1.2","512","523",3.65036,68.00000,0.01401,0.00000,9.77472,9.82541,0.00000,0.02372 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI_BEN1.1","624","638",13.86072,246.43000,0.01189,0.00000,8.66935,8.67326,0.00000,-0.02449 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI_BEN2.1","624","638",13.87154,246.43000,0.01190,0.00000,8.66935,8.67326,0.00000,-0.02448 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI_T1.T1","624","623",-32.46325,2000.00000,0.00000,0.00000,8.66935,8.66935,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI_T2.T2","624","622",-32.46325,2000.00000,0.00000,0.00000,8.66935,8.66935,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI_T3.T3","624","621",-32.46325,2000.00000,0.00000,0.00000,8.66935,8.66935,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI_T4.T4","624","620",-32.46325,2000.00000,0.00000,0.00000,8.66935,8.66935,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI_WTK.1","624","689",102.12074,626.83000,0.07023,0.00000,8.66935,8.69072,0.00000,0.78590 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BAL_GOR.1","693","710",-0.47273,62.00000,0.00464,0.00000,9.20593,9.05473,0.00000,0.01437 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BAL_HWB.1","693","696",-14.54765,62.00000,0.20885,0.00000,9.20593,8.99336,0.00000,0.58482 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BAL_HWB.2","696","716",-14.69435,62.00000,0.14670,0.00000,8.99336,8.85127,0.00000,0.38434 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BAL_MSG1.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.25125,9.25125,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BAL_MSG2.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.25125,9.25125,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BAL_T1.T1","693","692",7.39428,38.70000,0.01516,0.01730,9.20593,9.25125,0.00000,0.01740 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BAL_T2.T2","693","692",7.39530,38.70000,0.01511,0.01730,9.20593,9.25125,0.00000,0.01766 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BDE_EDN.1","695","704",17.23343,62.00000,0.07464,0.00000,9.16556,9.20642,0.00000,0.00848 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BDE_GOR.1","695","710",-25.58374,62.00000,0.20206,0.00000,9.16556,9.05473,0.00000,0.49167 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BDE_T1.T1","695","694",4.06895,20.80000,0.00524,0.01030,9.16556,9.19249,0.00000,-0.01667 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BDE_T2.T2","695","694",4.06895,19.98000,0.00530,0.01040,9.16556,9.19249,0.00000,-0.01738 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_HAY1.1","637","463",233.54416,780.00000,5.35138,1.50000,8.67326,9.00176,0.00000,7.52194 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_HAY2.1","636","464",225.72900,700.00000,4.70252,1.50000,8.67326,9.00176,0.00000,9.15876 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_OHB.1","638","666",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_OHC.1","638","671",-21.56210,614.00000,0.02588,0.00000,8.67326,8.65954,0.00000,0.03568 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T27.T27","638","626",0.00000,10.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T28.T28","638","636",226.47900,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T29.T29","638","625",0.00000,10.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T30.T30","638","637",234.29416,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T42.L42","629","634",71.96017,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T42.M42","631","634",71.96017,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T42.T42","638","634",-143.92033,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T44.L44","632","633",71.96017,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T44.M44","628","633",71.96017,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T44.T44","638","633",-143.92033,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T46.L46","627","635",71.96017,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T46.M46","630","635",71.96017,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_T46.T46","638","635",-143.92033,2000.00000,0.00000,0.00000,8.67326,8.67326,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN_TWZ.1","638","680",20.23253,493.00000,0.04606,0.00000,8.67326,8.68421,0.00000,-0.08931 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BLN_KIK.1","502","505",16.90462,65.35000,0.35844,0.00000,9.65832,9.95195,0.00000,0.69826 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BLN_KIK.2","502","516",-8.95271,68.00000,0.04809,0.00000,9.65832,9.65202,0.00000,-0.20404 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BLN_STK1.1","505","534",-15.43087,123.00000,0.11590,0.00000,9.95195,9.84596,0.00000,0.24109 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BLN_STK2.1","505","534",-15.54337,128.00000,0.11263,0.00000,9.95195,9.84596,0.00000,0.26330 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BLN_T1.T1","505","504",15.89797,61.00000,0.01882,0.05900,9.95195,9.97382,0.00000,-0.21423 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BLN_T2.T2","505","504",15.82477,61.00000,0.01861,0.05900,9.95195,9.97382,0.00000,-0.21396 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BLN_T3.T3","505","504",15.50009,79.60000,0.01635,0.02010,9.95195,9.97382,0.00000,-0.01228 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_HAM1.1","58","121",-32.07988,61.92000,1.32772,0.00000,10.63416,10.07544,0.00000,1.90221 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_MER.33","2016","2028",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_OTA1.1","58","104",-2.45073,76.05000,0.00705,0.00000,10.63416,10.50297,0.00000,0.12327 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_OTA1.2","82","104",48.29308,134.13000,0.15006,0.00000,10.41157,10.50297,0.00000,1.41906 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_OTA2.1","58","758",-5.48716,76.05000,0.01573,0.00000,10.63416,10.47826,0.00000,0.34404 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_OTA2.2","82","758",30.92290,134.13000,0.06545,0.00000,10.41157,10.47826,0.00000,0.68828 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_T2.T2","58","57",6.93050,38.70000,0.00750,0.03000,10.63416,10.66464,0.00000,-0.09436 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_T4.L4","2014","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_T4.M4","2020","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_T4.T4","2022","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_T5.L5","2015","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_T5.M5","2021","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB_T5.T5","2023","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_BRK1.1","377","329",124.02549,764.34000,0.69086,0.00000,9.18138,9.34013,0.00000,6.61812 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_BRK2.1","377","329",124.55128,713.00000,0.74932,0.00000,9.18138,9.34013,0.00000,6.38685 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_LTN2.1","377","385",-83.84900,764.39000,0.09936,0.00000,9.18138,9.15177,0.00000,0.78517 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_MHO1.1","376","389",11.09271,58.90000,0.10901,0.00000,9.16558,9.39119,0.00000,0.73941 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_MHO2.1","376","388",11.06646,58.90000,0.10851,0.00000,9.16558,9.39116,0.00000,0.73863 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_MTR1.1","376","769",32.44892,69.80000,1.13044,0.00000,9.16558,9.57078,0.00000,1.16452 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.1","377","487",-58.69528,390.47000,0.33570,0.00000,9.18138,9.04185,0.00000,2.55389 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.2","465","487",72.23916,390.42000,0.18422,0.00000,9.00176,9.04185,0.00000,0.61508 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.3","484","487",-13.35966,291.58000,0.00058,0.00000,9.04224,9.04185,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.1","377","486",-58.48522,390.47000,0.33276,0.00000,9.18138,9.04171,0.00000,2.55657 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.2","465","486",72.03734,390.42000,0.18298,0.00000,9.00176,9.04171,0.00000,0.61194 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.3","485","486",-13.36913,291.58000,0.00055,0.00000,9.04209,9.04171,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T10.T10","377","371",13.69816,105.80000,0.01040,0.02760,9.18138,9.18828,0.00000,-0.12734 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T15.T15","377","372",0.00455,23.60000,0.00000,0.00910,9.18138,9.18832,0.00000,-0.04181 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T16.T16","377","373",0.00611,23.50000,0.00001,0.01220,9.18138,9.18914,0.00000,-0.05605 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T2.L2","812","375",0.00000,59.80000,0.00000,0.00000,9.15577,9.15824,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T2.M2","376","375",-31.12924,178.35000,0.00702,0.00000,9.16558,9.15824,0.00000,0.08213 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T2.T2","377","375",31.14778,224.20000,0.00399,0.02910,9.18138,9.15824,0.00000,-0.51190 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T3.L3","813","374",0.00000,59.80000,0.00000,0.00000,9.16070,9.15825,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T3.M3","376","374",-31.11509,178.34000,0.00701,0.00000,9.16558,9.15825,0.00000,0.08194 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T3.T3","377","374",31.13361,224.20000,0.00387,0.02930,9.18138,9.15825,0.00000,-0.51191 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_T9.T9","377","371",13.67384,101.56000,0.01015,0.01730,9.18138,9.18828,0.00000,-0.07893 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_TKU1.1","377","409",45.72003,335.00000,0.49869,0.00000,9.18138,9.32731,0.00000,1.01030 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_TKU2.1","377","409",46.08146,335.00000,0.50179,0.00000,9.18138,9.32731,0.00000,1.02220 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_TNG1.1","377","416",19.01610,291.34000,0.09606,0.00000,9.18138,9.28680,0.00000,0.55628 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.1","377","382",-249.33500,764.00000,0.47597,0.00000,9.18138,9.13054,0.00000,4.15351 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.2","384","382",158.82321,764.00000,0.15821,0.00000,9.10729,9.13054,0.00000,1.12356 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.3","421","382",90.75000,256.00000,0.08000,0.00000,9.11177,9.13054,0.00000,0.48616 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_TWF1.1","371","423",-15.38000,2000.00000,0.00000,0.00000,9.18828,9.18828,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_TWF2.1","371","423",-15.38000,2000.00000,0.00000,0.00000,9.18828,9.18828,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_WDV1.1","376","425",-12.54321,64.78000,0.05448,0.00000,9.16558,9.10123,0.00000,0.15396 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_WDV2.1","376","425",-12.54179,64.78000,0.05447,0.00000,9.16558,9.10123,0.00000,0.15395 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_WGN1.1","376","392",16.65780,80.34000,0.12869,0.00000,9.16558,9.29052,0.00000,0.44283 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_WGN1.2","392","427",10.52709,80.34000,0.03589,0.00000,9.29052,9.29514,0.00000,-0.14253 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_WGN2.1","376","391",15.94046,80.34000,0.11722,0.00000,9.16558,9.28994,0.00000,0.44666 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE_WGN2.2","391","427",11.28396,80.34000,0.03841,0.00000,9.28994,9.29514,0.00000,-0.14917 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRB_HPI1.1","12","22",-77.97403,370.08000,0.89603,0.00000,10.71002,10.44930,0.00000,5.36657 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRB_MDN.1","12","29",62.98771,476.31000,0.00780,0.00000,10.71002,10.71135,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRB_T2.T2","12","11",6.98252,75.00000,0.00505,0.03040,10.71002,10.71763,0.00000,-0.16337 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRB_T3.T3","12","11",7.07712,75.00000,0.00494,0.03090,10.71002,10.71763,0.00000,-0.16513 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRK_SFD1.1","329","358",77.66307,286.38000,0.81907,0.00000,9.34013,9.50891,0.00000,2.65999 +"10-OCT-2022 13:30","10-OCT-2022 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12:33:14","INV_T1.L1","835","720",0.00000,37.50000,0.00000,0.00000,9.11543,9.11193,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV_T1.M1","721","720",-7.82493,113.85000,0.00134,0.00000,9.10915,9.11193,0.00000,-0.01700 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV_T1.T1","722","720",7.83597,120.00000,0.00088,0.02030,9.05498,9.11193,0.00000,0.12662 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV_T3.T3","722","719",33.25124,141.75000,0.03056,0.04830,9.05498,9.07086,0.00000,-0.09361 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV_T5.T5","722","719",33.37275,141.75000,0.03088,0.04880,9.05498,9.07086,0.00000,-0.09636 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV_TWI1.1","722","751",154.21714,457.00000,0.48917,0.00000,9.05498,9.11798,0.00000,2.62724 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV_TWI2.1","722","751",154.01676,457.00000,0.48828,0.00000,9.05498,9.11798,0.00000,2.62501 +"10-OCT-2022 13:30","10-OCT-2022 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12:33:14","MAT_T2.T2","209","207",-30.00000,2000.00000,0.00000,0.00000,9.29617,9.29617,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MCH_MXT1.MXT1","2120","2119",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MCH_T1.T1","519","518",0.00335,7.51000,0.00000,0.00670,9.72439,9.72741,0.00000,-0.03259 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MCK_WIL1.1","469","493",28.99720,2000.00000,0.00000,0.00000,9.01106,9.01106,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MCK_WIL2.1","469","493",29.53080,2000.00000,0.00000,0.00000,9.01106,9.01106,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN_MPE1.1","28","30",31.45027,228.63000,0.08343,0.00000,10.72225,10.75601,0.00000,0.08225 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN_MPE2.1","28","30",31.46498,312.70000,0.11407,0.00000,10.72225,10.75601,0.00000,-0.08225 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN_T5.L5","24","27",0.00000,47.63000,0.00000,0.00000,10.71911,10.71663,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN_T5.M5","28","27",-31.49948,188.00000,0.00554,0.00000,10.72225,10.71663,0.00000,0.05876 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN_T5.T5","29","27",31.52641,188.00000,0.00528,0.04330,10.71135,10.71663,0.00000,-0.17697 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN_T6.L6","25","26",0.00000,47.63000,0.00000,0.00000,10.71071,10.71279,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN_T6.M6","28","26",-31.43049,189.00000,0.00918,0.00000,10.72225,10.71279,0.00000,0.09943 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN_T6.T6","29","26",31.43185,189.00000,0.00136,0.00000,10.71135,10.71279,0.00000,0.01542 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MGM_MST1.1","471","479",-6.23340,148.79000,0.04579,0.00000,9.19129,9.24646,0.00000,-0.38240 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MGM_T2.T2","471","470",4.75113,27.09000,0.00707,0.01630,9.19129,9.22885,0.00000,-0.01862 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MGM_T3.T3","471","470",4.74128,27.09000,0.00703,0.01630,9.19129,9.22885,0.00000,-0.01862 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MGM_WDV1.1","471","425",-3.33250,149.00000,0.01140,0.00000,9.19129,9.10123,0.00000,0.09766 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHO_T1.T1","387","386",0.00000,2000.00000,0.00000,0.00000,9.41304,9.41304,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHO_T3.T3","389","387",10.96720,38.70000,0.01528,0.03300,9.39119,9.41304,0.00000,-0.10742 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHO_T4.T4","388","387",10.93845,39.60000,0.01537,0.03900,9.39116,9.41304,0.00000,-0.13622 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MKE_T1.T1","342","340",0.00000,2000.00000,0.00000,0.00000,9.73073,9.73073,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MKE_T2.T2","342","341",0.00000,2000.00000,0.00000,0.00000,9.73073,9.73073,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MLG_T1.T1","476","474",7.31946,33.68000,0.01108,0.01360,9.05601,9.08470,0.00000,-0.00711 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MLG_T2.T2","477","474",7.26519,32.68000,0.01097,0.01360,9.05777,9.08470,0.00000,-0.01378 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MLG_T3.T3","476","475",8.95297,65.16000,0.00948,0.05100,9.05601,9.06651,0.00000,-0.22720 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MLG_T4.T4","477","475",8.89997,65.16000,0.00945,0.05100,9.05777,9.06651,0.00000,-0.23517 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNG_OTA1.1","76","82",-61.11437,305.00000,0.03984,0.00000,10.42724,10.41157,0.00000,0.27118 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNG_OTA2.1","76","82",-61.08179,305.00000,0.03983,0.00000,10.42724,10.41157,0.00000,0.27097 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNG_ROS1.1","76","99",17.89740,105.00000,0.04953,0.00000,10.42724,10.51319,0.00000,0.50870 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNG_ROS2.1","76","99",17.87152,105.00000,0.04936,0.00000,10.42724,10.51319,0.00000,0.50853 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNG_T1.T1","76","75",41.15399,140.48000,0.05550,0.02950,10.42724,10.44987,0.00000,0.02147 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNG_T2.T2","76","75",41.16308,140.48000,0.05507,0.02950,10.42724,10.44987,0.00000,0.02384 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNI_MKE_SFD1.1","327","345",14.66108,105.15000,0.01324,0.00000,9.73905,9.73525,0.00000,-0.09233 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNI_MKE_SFD1.2","327","357",-14.77466,101.00000,0.11358,0.00000,9.73905,9.53049,0.00000,0.98758 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNI_MKE_SFD1.3","342","327",0.00000,114.00000,0.00000,0.00000,9.73073,9.73905,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNI_T3.T3","345","343",3.03065,37.53000,0.00250,0.02250,9.73525,9.74330,0.00000,-0.10961 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNI_T4.T4","345","344",7.09717,37.53000,0.01081,0.02250,9.73525,9.77140,0.00000,-0.03447 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MOK_T1.T1","212","211",-20.07691,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MOK_T11.T11","212","211",-16.07950,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MOK_T2.T2","212","210",-39.84359,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MOK_WKM.1","212","287",76.00000,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MST_T2.T2","479","478",14.63500,77.90000,0.01438,0.02060,9.24646,9.26872,0.00000,0.00073 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MST_T3.T3","479","478",14.64228,77.90000,0.01430,0.02060,9.24646,9.26872,0.00000,0.00119 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MST_UHT1.1","444","479",17.85114,98.00000,0.10939,0.00000,9.13003,9.24646,0.00000,0.53353 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MST_UHT1.2","444","491",-21.62372,77.36000,0.21841,0.00000,9.13003,9.01583,0.00000,0.23762 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MST_UHT2.1","445","479",17.89970,98.00000,0.11016,0.00000,9.12999,9.24646,0.00000,0.53314 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MST_UHT2.2","445","491",-21.59594,77.36000,0.21787,0.00000,9.12999,9.01583,0.00000,0.23809 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTI_T1.T1","223","222",-11.80000,2000.00000,0.00000,0.00000,9.65075,9.65075,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTI_T10.T10","223","213",-11.80000,2000.00000,0.00000,0.00000,9.65075,9.65075,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 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12:33:14","TRC_T2.L2","154","156",-9.71253,2000.00000,0.00000,0.00000,10.18957,10.18957,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRC_T2.M2","153","156",15.00000,2000.00000,0.00000,0.00000,10.18957,10.18957,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRC_T2.T2","155","156",-5.28747,2000.00000,0.00000,0.00000,10.18957,10.18957,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRC_TWH1.1","155","159",5.30212,2000.00000,0.00000,0.00000,10.18957,10.18957,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRC_TWH2.1","155","159",5.27282,9999.00000,0.00000,0.00000,10.18957,10.18957,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRH_TWC1.1","417","420",27.00000,2000.00000,0.00000,0.00000,9.11177,9.11177,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRK_T2.L2","807","274",0.00000,12.00000,0.00000,0.00000,9.66179,9.66109,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 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12:33:14","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,9.17155,9.17155,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,9.17155,9.17155,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,9.17155,9.17155,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,9.17155,9.17155,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI_T6.T6","312","306",-9.00000,2000.00000,0.00000,0.00000,9.17155,9.17155,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI_T7.T7","312","305",-9.00000,2000.00000,0.00000,0.00000,9.17155,9.17155,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUK_TWH1.1","158","159",15.84700,2000.00000,0.00000,0.00000,10.18957,10.18957,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUR_T1.T1","419","418",-107.00000,9999.00000,0.00000,0.00000,9.10729,9.10729,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWC_T1.T1","421","420",-45.37500,2000.00000,0.00000,0.00000,9.11177,9.11177,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWC_T2.T2","421","420",-45.37500,2000.00000,0.00000,0.00000,9.11177,9.11177,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWH_T1.T1","160","159",15.48886,135.94000,0.00819,0.03920,10.18420,10.18957,0.00000,-0.19983 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWH_T2.T2","160","159",15.44865,135.94000,0.00812,0.03920,10.18420,10.18957,0.00000,-0.19961 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWZ_T18.T18","679","680",-1.55707,27.40000,0.00073,0.03560,8.68828,8.68421,0.00000,-0.15465 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWZ_T19.T19","679","680",-1.55699,27.40000,0.00073,0.03560,8.68828,8.68421,0.00000,-0.15465 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","UHT_T1.T1","491","490",7.83217,53.46000,0.00622,0.05150,9.01583,9.04561,0.00000,-0.14441 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","UHT_T2.T2","491","490",7.83445,53.46000,0.00621,0.04690,9.01583,9.04561,0.00000,-0.12353 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,9.41996,9.41996,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAA_T2.T2","364","363",-4.70588,2000.00000,0.00000,0.00000,9.41996,9.41996,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAA_T3.T3","364","361",-6.58824,2000.00000,0.00000,0.00000,9.41996,9.41996,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAA_T4.T4","364","363",-4.70588,2000.00000,0.00000,0.00000,9.41996,9.41996,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,9.41996,9.41996,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAI_T1.T1","277","279",-3.84452,10.00000,0.01121,0.02790,9.58875,9.53890,0.00000,-0.09168 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAI_T2.T2","277","279",-3.87783,12.30000,0.01066,0.03760,9.58875,9.53890,0.00000,-0.13472 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAI_T5.T5","278","277",-0.68268,4.50000,0.00063,0.00410,9.62216,9.58875,0.00000,-0.01136 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WDV_T1.T1","425","424",0.65493,4.50000,0.00022,0.00590,9.10123,9.11405,0.00000,-0.02368 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WDV_T2.T2","425","424",0.66637,4.50000,0.00023,0.00580,9.10123,9.11405,0.00000,-0.02322 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WEL_T1.T1","45","44",10.44497,40.50000,0.01874,0.05010,10.89277,10.92471,0.00000,-0.20923 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WEL_T2.T2","46","44",10.59588,39.00000,0.01711,0.03790,10.89234,10.92471,0.00000,-0.12896 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WGN_T1.T1","427","426",13.20971,39.60000,0.02482,0.02750,9.29514,9.33802,0.00000,0.03890 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WGN_T2.T2","427","426",8.33137,24.01000,0.01490,0.03920,9.29514,9.33802,0.00000,-0.07400 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WGN_WVY1.1","427","366",0.16232,165.05000,0.00111,0.00000,9.29514,9.27552,0.00000,-0.00676 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI_T1.T1","319","313",23.48086,73.29000,0.02836,0.03000,9.61730,9.63513,0.00000,-0.07187 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI_T2.T2","319","314",28.18506,73.29000,0.04506,0.03000,9.61730,9.64988,0.00000,0.09688 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI_T3.T3","319","315",8.45762,67.00000,0.00312,0.03400,9.61730,9.62085,0.00000,-0.16355 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,9.61730,9.61730,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,9.61730,9.61730,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,9.61730,9.61730,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI_WRK1.1","319","299",-59.59301,582.67000,0.29957,0.00000,9.61730,9.56002,0.00000,0.26627 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHU_T1.T1","162","161",10.33785,103.30000,0.00542,0.02100,10.33510,10.33967,0.00000,-0.11294 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHU_T3.T3","162","161",10.32193,75.49000,0.00372,0.02030,10.33510,10.33967,0.00000,-0.10057 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHU_WKO1.1","162","164",23.17635,123.00000,0.08141,0.00000,10.33510,10.42456,0.00000,0.61236 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHU_WKO2.1","162","164",23.13817,123.00000,0.08122,0.00000,10.33510,10.42456,0.00000,0.61165 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL_T3.T3","496","493",-14.49643,92.03000,0.00316,0.04750,9.01775,9.01106,0.00000,-0.17993 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL_T5.T5","496","493",-14.49707,92.03000,0.00316,0.04750,9.01775,9.01106,0.00000,-0.17991 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL_T8.L8","814","494",0.00000,72.00000,0.00000,0.00000,9.00442,9.00588,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL_T8.M8","495","494",-34.23911,306.20000,0.00536,0.00000,9.00832,9.00588,0.00000,0.01755 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL_T8.T8","496","494",34.26857,306.20000,0.00301,0.05290,9.01775,9.00588,0.00000,-0.45519 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIR_T1.T1","104","103",45.64549,120.03000,0.07969,0.09360,10.50297,10.53550,0.00000,-0.17039 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIR_T2.T2","758","103",25.35104,115.00000,0.05279,0.03850,10.47826,10.53550,0.00000,0.24466 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_T1.T1","288","281",-21.00000,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_T2.T2","288","282",-21.00000,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_T3.T3","288","283",-21.00000,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_T4.T4","288","284",-21.00000,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_T8.L8","285","286",-5.82200,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_T8.M8","287","286",46.25120,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_T8.T8","288","286",-40.42920,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_T9.T9","288","287",-29.74880,2000.00000,0.00000,0.00000,9.67999,9.67999,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_TIE1.1","288","289",111.88565,1104.00000,0.00443,0.00000,9.67999,9.68124,0.00000,0.04892 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_TIE2.1","288","289",112.74000,1104.00000,0.00447,0.00000,9.67999,9.68124,0.00000,0.04929 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM_WRK1.1","289","299",-245.16568,952.63000,1.14542,0.00000,9.68124,9.56002,0.00000,9.31543 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKO_T1.T1","164","163",6.05114,41.15000,0.00490,0.03230,10.42456,10.44636,0.00000,-0.12834 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKO_T2.T2","164","163",12.54204,54.05000,0.00973,0.02880,10.42456,10.44636,0.00000,-0.06456 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPA_T1.T1","291","290",-33.00000,2000.00000,0.00000,0.00000,9.64162,9.64162,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPP_T1.T1","367","368",-33.93300,9999.00000,0.00000,0.00000,9.27552,9.27552,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPP_WVY1.1","367","366",33.93300,9999.00000,0.00000,0.00000,9.27552,9.27552,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPR_T12.T12","557","555",16.59816,110.60000,0.00804,0.04080,9.32529,9.32752,0.00000,-0.20925 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPR_T13.T13","556","555",16.58532,110.60000,0.00803,0.04080,9.32583,9.32752,0.00000,-0.21365 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPR_T3.T3","555","554",4.08284,13.60000,0.00784,0.01000,9.32752,9.35607,0.00000,-0.02519 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPW_T1.T1","431","429",11.95274,26.23000,0.03860,0.04000,9.55827,9.61414,0.00000,-0.04396 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPW_T2.T2","2097","429",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPW_T33.T33","429","428",1.94235,10.00000,0.00194,0.00720,9.61414,9.63662,0.00000,-0.02219 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRD_T1.T1","49","47",20.58847,80.00000,0.00000,0.00000,10.48908,10.48970,0.00000,0.00641 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRD_T2.T2","48","782",0.00000,80.00000,0.00000,0.00000,10.48898,10.48898,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRD_T3.T3","755","47",20.07688,80.00000,0.00000,0.00000,10.48911,10.48970,0.00000,0.00595 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRD_T7.T7","50","47",33.55635,157.64000,0.03330,0.03680,10.46950,10.48970,0.00000,-0.02866 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK_T1.T1","299","295",-21.60000,2000.00000,0.00000,0.00000,9.56002,9.56002,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK_T2.T2","299","296",-8.86957,2000.00000,0.00000,0.00000,9.56002,9.56002,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK_T29.T29","299","297",-9.98373,65.26000,0.00783,0.06840,9.56002,9.54282,0.00000,-0.27852 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK_T3.L3","294","298",19.40870,2000.00000,0.00000,0.00000,9.56002,9.56002,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK_T3.M3","293","298",17.37391,2000.00000,0.00000,0.00000,9.56002,9.56002,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK_T3.T3","299","298",-36.78261,2000.00000,0.00000,0.00000,9.56002,9.56002,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK_T30.T30","297","299",9.72447,67.90000,0.00677,0.07920,9.54282,9.56002,0.00000,-0.32731 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK_T4.T4","299","292",-34.74783,2000.00000,0.00000,0.00000,9.56002,9.56002,0.00000,0.00000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTK_T21.T21","689","681",-35.80014,68.64000,0.06891,0.03970,8.69072,8.65257,0.00000,0.21099 +"10-OCT-2022 13:30","10-OCT-2022 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12:33:14","ATI_T3.T3","179","176",-8.50000,2000.00000,0.00000,0.00000,9.51559,9.51559,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATI_T4.T4","179","175",-8.50000,2000.00000,0.00000,0.00000,9.51559,9.51559,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATI_TRK1.1","179","276",25.59948,369.76000,0.06380,0.00000,9.51559,9.55179,0.00000,0.15864 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATI_TRK2.1","179","276",25.59948,369.76000,0.06380,0.00000,9.51559,9.55179,0.00000,0.15864 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATI_WKM.1","179","288",143.17372,429.06000,0.86994,0.00000,9.51559,9.60131,0.00000,1.96006 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATU_DOB1.1","503","604",2.60865,70.00000,0.00986,0.00000,9.46966,9.51746,0.00000,0.01543 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATU_RFN_IGH1.1","503","523",-2.62277,68.00000,0.01413,0.00000,9.46966,9.40126,0.00000,0.02281 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATU_RFN_IGH1.2","512","523",3.79433,68.00000,0.01456,0.00000,9.35276,9.40126,0.00000,0.02359 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI_BEN1.1","624","638",15.13710,246.43000,0.01299,0.00000,8.29511,8.29885,0.00000,-0.02559 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI_BEN2.1","624","638",15.14892,246.43000,0.01299,0.00000,8.29511,8.29885,0.00000,-0.02558 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI_T1.T1","624","623",-33.27200,2000.00000,0.00000,0.00000,8.29511,8.29511,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI_T2.T2","624","622",-33.27200,2000.00000,0.00000,0.00000,8.29511,8.29511,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI_T3.T3","624","621",-33.27200,2000.00000,0.00000,0.00000,8.29511,8.29511,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI_T4.T4","624","620",-33.27200,2000.00000,0.00000,0.00000,8.29511,8.29511,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI_WTK.1","624","689",102.80198,626.83000,0.07171,0.00000,8.29511,8.31556,0.00000,0.75279 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BAL_GOR.1","693","710",-0.58574,62.00000,0.00575,0.00000,8.80852,8.66385,0.00000,0.01704 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BAL_HWB.1","693","696",-14.78593,62.00000,0.21536,0.00000,8.80852,8.60513,0.00000,0.55516 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BAL_HWB.2","696","716",-14.93720,62.00000,0.15127,0.00000,8.60513,8.46917,0.00000,0.36460 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BAL_MSG1.1","692","733",0.00000,2000.00000,0.00000,0.00000,8.85189,8.85189,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BAL_MSG2.1","692","733",0.00000,2000.00000,0.00000,0.00000,8.85189,8.85189,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BAL_T1.T1","693","692",7.56611,38.70000,0.01601,0.01730,8.80852,8.85189,0.00000,0.01664 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BAL_T2.T2","693","692",7.56715,38.70000,0.01595,0.01730,8.80852,8.85189,0.00000,0.01691 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BDE_EDN.1","695","704",17.54705,62.00000,0.07691,0.00000,8.76990,8.80899,0.00000,0.00427 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BDE_GOR.1","695","710",-25.84423,62.00000,0.20610,0.00000,8.76990,8.66385,0.00000,0.46655 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BDE_T1.T1","695","694",4.04036,20.80000,0.00516,0.01030,8.76990,8.79566,0.00000,-0.01594 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BDE_T2.T2","695","694",4.04036,19.98000,0.00522,0.01040,8.76990,8.79566,0.00000,-0.01664 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_HAY1.1","637","463",251.52660,780.00000,6.00699,1.50000,8.29885,8.76826,0.00000,26.12243 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_HAY2.1","636","464",225.72900,700.00000,4.70252,1.50000,8.29885,8.76826,0.00000,25.78665 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_OHB.1","638","666",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_OHC.1","638","671",-24.47929,614.00000,0.02938,0.00000,8.29885,8.28572,0.00000,0.03876 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T27.T27","638","626",0.00000,10.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T28.T28","638","636",226.47900,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T29.T29","638","625",0.00000,10.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T30.T30","638","637",252.27660,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T42.L42","629","634",73.75300,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T42.M42","631","634",73.75300,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T42.T42","638","634",-147.50600,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T44.L44","632","633",73.75300,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T44.M44","628","633",73.75300,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T44.T44","638","633",-147.50600,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T46.L46","627","635",73.75300,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T46.M46","630","635",73.75300,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_T46.T46","638","635",-147.50600,2000.00000,0.00000,0.00000,8.29885,8.29885,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN_TWZ.1","638","680",18.47235,493.00000,0.04206,0.00000,8.29885,8.30932,0.00000,-0.07802 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BLN_KIK.1","502","505",17.07976,65.35000,0.36496,0.00000,9.24138,9.52234,0.00000,0.66170 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BLN_KIK.2","502","516",-9.12880,68.00000,0.04904,0.00000,9.24138,9.23536,0.00000,-0.19907 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BLN_STK1.1","505","534",-15.86180,123.00000,0.11913,0.00000,9.52234,9.42092,0.00000,0.23713 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BLN_STK2.1","505","534",-15.97744,128.00000,0.11578,0.00000,9.52234,9.42092,0.00000,0.25897 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BLN_T1.T1","505","504",16.24381,61.00000,0.01954,0.05900,9.52234,9.54327,0.00000,-0.20478 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BLN_T2.T2","505","504",16.16901,61.00000,0.01932,0.05900,9.52234,9.54327,0.00000,-0.20450 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BLN_T3.T3","505","504",15.83727,79.60000,0.01718,0.02010,9.52234,9.54327,0.00000,-0.01218 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_HAM1.1","58","121",-31.30726,61.92000,1.25439,0.00000,10.53069,9.97959,0.00000,2.02190 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_MER.33","2016","2028",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_OTA1.1","58","104",-2.72949,76.05000,0.00785,0.00000,10.53069,10.40022,0.00000,0.13671 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_OTA1.2","82","104",47.84019,134.13000,0.14685,0.00000,10.30961,10.40022,0.00000,1.40379 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_OTA2.1","58","758",-5.71757,76.05000,0.01640,0.00000,10.53069,10.37576,0.00000,0.35658 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_OTA2.2","82","758",30.74762,134.13000,0.06474,0.00000,10.30961,10.37576,0.00000,0.68103 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_T2.T2","58","57",7.45099,38.70000,0.00899,0.03000,10.53069,10.56087,0.00000,-0.09344 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_T4.L4","2014","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_T4.M4","2020","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_T4.T4","2022","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_T5.L5","2015","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_T5.M5","2021","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB_T5.T5","2023","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_BRK1.1","377","329",127.45377,764.34000,0.75159,0.00000,8.94313,9.11563,0.00000,7.56736 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_BRK2.1","377","329",127.99410,713.00000,0.80634,0.00000,8.94313,9.11563,0.00000,7.36439 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_LTN2.1","377","385",-90.12682,764.39000,0.10680,0.00000,8.94313,8.91460,0.00000,0.80840 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_MHO1.1","376","389",11.16983,58.90000,0.11086,0.00000,8.92955,9.14934,0.00000,0.72038 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_MHO2.1","376","388",11.14339,58.90000,0.11036,0.00000,8.92955,9.14932,0.00000,0.71960 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_MTR1.1","376","769",33.46564,69.80000,1.19317,0.00000,8.92955,9.31710,0.00000,0.92631 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.1","377","487",-63.49640,390.47000,0.44132,0.00000,8.94313,8.80729,0.00000,2.33949 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.2","465","487",76.38919,390.42000,0.21076,0.00000,8.76826,8.80729,0.00000,0.56257 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.3","484","487",-12.68203,291.58000,0.00055,0.00000,8.80767,8.80729,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.1","377","486",-63.26861,390.47000,0.43852,0.00000,8.94313,8.80716,0.00000,2.34057 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.2","465","486",76.17321,390.42000,0.20944,0.00000,8.76826,8.80716,0.00000,0.55934 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.3","485","486",-12.69516,291.58000,0.00052,0.00000,8.80752,8.80716,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T10.T10","377","371",13.64457,105.80000,0.01036,0.02760,8.94313,8.94985,0.00000,-0.12404 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T15.T15","377","372",0.00455,23.60000,0.00000,0.00910,8.94313,8.94989,0.00000,-0.04072 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T16.T16","377","373",0.00611,23.50000,0.00001,0.01220,8.94313,8.95069,0.00000,-0.05460 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T2.L2","812","375",0.00000,59.80000,0.00000,0.00000,8.92012,8.92253,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T2.M2","376","375",-31.08058,178.35000,0.00699,0.00000,8.92955,8.92253,0.00000,0.07794 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T2.T2","377","375",31.09912,224.20000,0.00399,0.02910,8.94313,8.92253,0.00000,-0.46803 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T3.L3","813","374",0.00000,59.80000,0.00000,0.00000,8.92492,8.92254,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T3.M3","376","374",-31.06646,178.34000,0.00698,0.00000,8.92955,8.92254,0.00000,0.07777 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T3.T3","377","374",31.08497,224.20000,0.00386,0.02930,8.94313,8.92254,0.00000,-0.46807 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_T9.T9","377","371",13.62035,101.56000,0.01011,0.01730,8.94313,8.94985,0.00000,-0.07689 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_TKU1.1","377","409",50.73904,335.00000,0.63192,0.00000,8.94313,9.30205,0.00000,6.16660 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_TKU2.1","377","409",51.14015,335.00000,0.64964,0.00000,8.94313,9.30205,0.00000,6.15615 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_TNG1.1","377","416",24.30016,291.34000,0.12276,0.00000,8.94313,9.12042,0.00000,1.59425 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.1","377","382",-255.75221,764.00000,0.50822,0.00000,8.94313,8.89348,0.00000,4.07629 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.2","384","382",165.25420,764.00000,0.17199,0.00000,8.87075,8.89348,0.00000,1.11398 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.3","421","382",90.75000,256.00000,0.08000,0.00000,8.87521,8.89348,0.00000,0.47354 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_TWF1.1","371","423",-15.38000,2000.00000,0.00000,0.00000,8.94985,8.94985,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_TWF2.1","371","423",-15.38000,2000.00000,0.00000,0.00000,8.94985,8.94985,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_WDV1.1","376","425",-13.41677,64.78000,0.06339,0.00000,8.92955,8.86649,0.00000,0.14003 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_WDV2.1","376","425",-13.41524,64.78000,0.06338,0.00000,8.92955,8.86649,0.00000,0.14002 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_WGN1.1","376","392",16.89187,80.34000,0.13259,0.00000,8.92955,9.05556,0.00000,0.46399 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_WGN1.2","392","427",10.70017,80.34000,0.03648,0.00000,9.05556,9.06380,0.00000,-0.12129 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_WGN2.1","376","391",16.16757,80.34000,0.12102,0.00000,8.92955,9.05501,0.00000,0.46625 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE_WGN2.2","391","427",11.46416,80.34000,0.03902,0.00000,9.05501,9.06380,0.00000,-0.12644 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRB_HPI1.1","12","22",-77.92651,370.08000,0.89487,0.00000,10.60500,10.34683,0.00000,5.31395 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRB_MDN.1","12","29",62.72820,476.31000,0.00776,0.00000,10.60500,10.60631,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRB_T2.T2","12","11",7.08837,75.00000,0.00512,0.03040,10.60500,10.61254,0.00000,-0.16178 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRB_T3.T3","12","11",7.18441,75.00000,0.00501,0.03090,10.60500,10.61254,0.00000,-0.16350 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRK_SFD1.1","329","358",79.98972,286.38000,0.86067,0.00000,9.11563,9.30325,0.00000,3.50020 +"10-OCT-2022 14:00","10-OCT-2022 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12:33:14","MNI_T3.T3","345","343",3.00193,37.53000,0.00248,0.02250,9.44076,9.44857,0.00000,-0.10630 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MNI_T4.T4","345","344",7.02962,37.53000,0.01056,0.02250,9.44076,9.47582,0.00000,-0.03343 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MOK_T1.T1","212","211",-20.07691,2000.00000,0.00000,0.00000,9.60131,9.60131,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MOK_T11.T11","212","211",-16.07950,2000.00000,0.00000,0.00000,9.60131,9.60131,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MOK_T2.T2","212","210",-39.84359,2000.00000,0.00000,0.00000,9.60131,9.60131,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MOK_WKM.1","212","287",76.00000,2000.00000,0.00000,0.00000,9.60131,9.60131,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MST_T2.T2","479","478",14.78833,77.90000,0.01475,0.02060,9.00570,9.02738,0.00000,0.00071 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MST_T3.T3","479","478",14.79569,77.90000,0.01467,0.02060,9.00570,9.02738,0.00000,0.00116 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MST_UHT1.1","444","479",18.54919,98.00000,0.12037,0.00000,8.89194,9.00570,0.00000,0.51306 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MST_UHT1.2","444","491",-22.24995,77.36000,0.22892,0.00000,8.89194,8.78024,0.00000,0.22485 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MST_UHT2.1","445","479",18.59688,98.00000,0.12113,0.00000,8.89190,9.00570,0.00000,0.51272 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MST_UHT2.2","445","491",-22.22308,77.36000,0.22839,0.00000,8.89190,8.78024,0.00000,0.22529 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTI_T1.T1","223","222",-13.40000,2000.00000,0.00000,0.00000,9.57231,9.57231,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTI_T10.T10","223","213",-13.40000,2000.00000,0.00000,0.00000,9.57231,9.57231,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 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12:33:14","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,9.08144,9.08144,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,9.08144,9.08144,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,9.08144,9.08144,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,9.08144,9.08144,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI_T6.T6","312","306",-9.00000,2000.00000,0.00000,0.00000,9.08144,9.08144,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI_T7.T7","312","305",-9.00000,2000.00000,0.00000,0.00000,9.08144,9.08144,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUK_TWH1.1","158","159",15.27200,2000.00000,0.00000,0.00000,10.07209,10.07209,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 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12:33:14","UHT_T1.T1","491","490",7.63133,53.46000,0.00585,0.05150,8.78024,8.78697,0.00000,-0.22630 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","UHT_T2.T2","491","490",7.63355,53.46000,0.00584,0.04690,8.78024,8.78697,0.00000,-0.20602 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,9.20633,9.20633,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAA_T2.T2","364","363",-4.70588,2000.00000,0.00000,0.00000,9.20633,9.20633,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAA_T3.T3","364","361",-6.58824,2000.00000,0.00000,0.00000,9.20633,9.20633,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAA_T4.T4","364","363",-4.70588,2000.00000,0.00000,0.00000,9.20633,9.20633,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,9.20633,9.20633,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAI_T1.T1","277","279",-3.84103,10.00000,0.01119,0.02790,9.50739,9.45796,0.00000,-0.09089 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAI_T2.T2","277","279",-3.87432,12.30000,0.01065,0.03760,9.50739,9.45796,0.00000,-0.13359 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAI_T5.T5","278","277",-0.69171,4.50000,0.00066,0.00410,9.54052,9.50739,0.00000,-0.01127 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WDV_T1.T1","425","424",0.61674,4.50000,0.00020,0.00590,8.86649,8.86939,0.00000,-0.02617 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WDV_T2.T2","425","424",0.62752,4.50000,0.00020,0.00580,8.86649,8.86939,0.00000,-0.02572 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WEL_T1.T1","45","44",10.16453,40.50000,0.01786,0.05010,10.78600,10.81763,0.00000,-0.20683 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WEL_T2.T2","46","44",10.31267,39.00000,0.01634,0.03790,10.78557,10.81763,0.00000,-0.12805 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WGN_T1.T1","427","426",12.96267,39.60000,0.02364,0.02750,9.06380,9.10561,0.00000,0.03814 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WGN_T2.T2","427","426",8.17556,24.01000,0.01424,0.03920,9.06380,9.10561,0.00000,-0.07237 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WGN_WVY1.1","427","366",0.91725,165.05000,0.00629,0.00000,9.06380,9.05636,0.00000,-0.03191 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI_T1.T1","319","313",23.48086,73.29000,0.02836,0.03000,9.53184,9.54951,0.00000,-0.07123 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI_T2.T2","319","314",28.18506,73.29000,0.04506,0.03000,9.53184,9.56413,0.00000,0.09602 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI_T3.T3","319","315",8.45762,67.00000,0.00312,0.03400,9.53184,9.53536,0.00000,-0.16210 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,9.53184,9.53184,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,9.53184,9.53184,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,9.53184,9.53184,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI_WRK1.1","319","299",-59.16727,582.67000,0.29743,0.00000,9.53184,9.47507,0.00000,0.26202 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHU_T1.T1","162","161",10.41895,103.30000,0.00546,0.02100,10.23678,10.24130,0.00000,-0.11190 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHU_T3.T3","162","161",10.40291,75.49000,0.00375,0.02030,10.23678,10.24130,0.00000,-0.09958 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHU_WKO1.1","162","164",23.37179,123.00000,0.08308,0.00000,10.23678,10.32539,0.00000,0.60654 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHU_WKO2.1","162","164",23.33328,123.00000,0.08289,0.00000,10.23678,10.32539,0.00000,0.60582 +"10-OCT-2022 14:00","10-OCT-2022 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12:33:14","WPW_T33.T33","429","428",2.01357,10.00000,0.00210,0.00720,9.36616,9.38807,0.00000,-0.02161 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRD_T1.T1","49","47",20.45942,80.00000,0.00000,0.00000,10.38622,10.38683,0.00000,0.00631 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRD_T2.T2","48","782",0.00000,80.00000,0.00000,0.00000,10.38612,10.38612,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRD_T3.T3","755","47",19.95104,80.00000,0.00000,0.00000,10.38625,10.38683,0.00000,0.00585 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRD_T7.T7","50","47",33.34781,157.64000,0.03287,0.03680,10.36683,10.38683,0.00000,-0.02820 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK_T1.T1","299","295",-21.60000,2000.00000,0.00000,0.00000,9.47507,9.47507,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK_T2.T2","299","296",-8.86957,2000.00000,0.00000,0.00000,9.47507,9.47507,0.00000,0.00000 +"10-OCT-2022 14:00","10-OCT-2022 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12:33:14","ATI_T3.T3","179","176",-8.80548,2000.00000,0.00000,0.00000,9.99000,9.99000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATI_T4.T4","179","175",-8.80548,2000.00000,0.00000,0.00000,9.99000,9.99000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATI_TRK1.1","179","276",24.30467,369.76000,0.06057,0.00000,9.99000,10.02809,0.00000,0.15917 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATI_TRK2.1","179","276",24.30467,369.76000,0.06057,0.00000,9.99000,10.02809,0.00000,0.15917 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATI_WKM.1","179","288",157.31979,429.06000,1.08844,0.00000,9.99000,10.07730,0.00000,1.38238 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATU_DOB1.1","503","604",2.43865,70.00000,0.00922,0.00000,10.11795,10.16896,0.00000,0.01533 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATU_RFN_IGH1.1","503","523",-2.45185,68.00000,0.01321,0.00000,10.11795,10.04496,0.00000,0.02267 +"10-OCT-2022 14:30","10-OCT-2022 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12:33:14","AVI_WTK.1","624","689",107.17391,626.83000,0.08119,0.00000,8.86179,8.88268,0.00000,0.75931 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BAL_GOR.1","693","710",-0.50707,62.00000,0.00498,0.00000,9.44135,9.28629,0.00000,0.01581 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BAL_HWB.1","693","696",-15.25757,62.00000,0.22823,0.00000,9.44135,9.22335,0.00000,0.58568 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BAL_HWB.2","696","716",-15.41788,62.00000,0.16031,0.00000,9.22335,9.07762,0.00000,0.38411 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BAL_MSG1.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.48783,9.48783,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BAL_MSG2.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.48783,9.48783,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BAL_T1.T1","693","692",7.75653,38.70000,0.01694,0.01730,9.44135,9.48783,0.00000,0.01783 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BAL_T2.T2","693","692",7.75760,38.70000,0.01688,0.01730,9.44135,9.48783,0.00000,0.01813 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BDE_EDN.1","695","704",17.98108,62.00000,0.08004,0.00000,9.39995,9.44185,0.00000,-0.00113 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BDE_GOR.1","695","710",-26.37168,62.00000,0.21428,0.00000,9.39995,9.28629,0.00000,0.49161 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BDE_T1.T1","695","694",4.08299,20.80000,0.00529,0.01030,9.39995,9.42757,0.00000,-0.01710 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BDE_T2.T2","695","694",4.08299,19.98000,0.00534,0.01040,9.39995,9.42757,0.00000,-0.01782 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_HAY1.1","637","463",251.52660,780.00000,6.00699,1.50000,8.86710,9.39270,0.00000,30.84608 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_HAY2.1","636","464",241.14399,700.00000,5.56515,1.50000,8.86710,9.39270,0.00000,30.19255 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_OHB.1","638","666",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_OHC.1","638","671",-27.96993,614.00000,0.03357,0.00000,8.86710,8.85490,0.00000,0.02177 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T27.T27","638","626",0.00000,10.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T28.T28","638","636",241.89399,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T29.T29","638","625",0.00000,10.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T30.T30","638","637",252.27660,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T42.L42","629","634",75.54600,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T42.M42","631","634",75.54600,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T42.T42","638","634",-151.09200,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T44.L44","632","633",75.54600,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T44.M44","628","633",75.54600,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T44.T44","638","633",-151.09200,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T46.L46","627","635",75.54600,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T46.M46","630","635",75.54600,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_T46.T46","638","635",-151.09200,2000.00000,0.00000,0.00000,8.86710,8.86710,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN_TWZ.1","638","680",16.16686,493.00000,0.03681,0.00000,8.86710,8.88075,0.00000,-0.05309 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BLN_KIK.1","502","505",17.03516,65.35000,0.36330,0.00000,9.87442,10.17464,0.00000,0.70893 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BLN_KIK.2","502","516",-9.08395,68.00000,0.04879,0.00000,9.87442,9.86797,0.00000,-0.21161 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BLN_STK1.1","505","534",-15.87681,123.00000,0.11925,0.00000,10.17464,10.06628,0.00000,0.25355 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BLN_STK2.1","505","534",-15.99257,128.00000,0.11589,0.00000,10.17464,10.06628,0.00000,0.27691 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BLN_T1.T1","505","504",16.23942,61.00000,0.01953,0.05900,10.17464,10.19700,0.00000,-0.21881 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BLN_T2.T2","505","504",16.16465,61.00000,0.01931,0.05900,10.17464,10.19700,0.00000,-0.21851 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BLN_T3.T3","505","504",15.83299,79.60000,0.01717,0.02010,10.17464,10.19700,0.00000,-0.01300 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_HAM1.1","58","121",-32.64060,61.92000,1.38094,0.00000,11.06297,10.46247,0.00000,2.16168 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_MER.33","2016","2028",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_OTA1.1","58","104",-1.28222,76.05000,0.00369,0.00000,11.06297,10.94281,0.00000,0.05664 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_OTA1.2","82","104",45.90396,134.13000,0.13310,0.00000,10.85051,10.94281,0.00000,1.39007 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_OTA2.1","58","758",-4.23700,76.05000,0.01215,0.00000,11.06297,10.91702,0.00000,0.24198 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_OTA2.2","82","758",28.99722,134.13000,0.05758,0.00000,10.85051,10.91702,0.00000,0.65002 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_T2.T2","58","57",7.85114,38.70000,0.01014,0.03000,11.06297,11.09468,0.00000,-0.09817 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_T4.L4","2014","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_T4.M4","2020","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_T4.T4","2022","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_T5.L5","2015","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_T5.M5","2021","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB_T5.T5","2023","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_BRK1.1","377","329",123.55596,764.34000,0.68254,0.00000,9.57439,9.74050,0.00000,6.93828 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_BRK2.1","377","329",124.07976,713.00000,0.74151,0.00000,9.57439,9.74050,0.00000,6.69462 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_LTN2.1","377","385",-89.62377,764.39000,0.10620,0.00000,9.57439,9.54468,0.00000,0.82264 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_MHO1.1","376","389",11.33384,58.90000,0.11480,0.00000,9.55764,9.79289,0.00000,0.77106 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_MHO2.1","376","388",11.30699,58.90000,0.11430,0.00000,9.55764,9.79286,0.00000,0.77020 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_MTR1.1","376","769",31.09115,69.80000,1.04665,0.00000,9.55764,9.97320,0.00000,1.24090 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.1","377","487",-65.02168,390.47000,0.47487,0.00000,9.57439,9.43328,0.00000,2.31401 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.2","465","487",77.81656,390.42000,0.21989,0.00000,9.39270,9.43328,0.00000,0.54184 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.3","484","487",-12.57499,291.58000,0.00055,0.00000,9.43370,9.43328,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.1","377","486",-64.78829,390.47000,0.47212,0.00000,9.57439,9.43315,0.00000,2.31503 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.2","465","486",77.59593,390.42000,0.21854,0.00000,9.39270,9.43315,0.00000,0.53860 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.3","485","486",-12.58910,291.58000,0.00052,0.00000,9.43354,9.43315,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T10.T10","377","371",17.64105,105.80000,0.01918,0.02760,9.57439,9.60540,0.00000,0.04889 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T15.T15","377","372",0.00455,23.60000,0.00000,0.00910,9.57439,9.58162,0.00000,-0.04360 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T16.T16","377","373",0.00611,23.50000,0.00001,0.01220,9.57439,9.58248,0.00000,-0.05845 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T2.L2","812","375",0.00000,59.80000,0.00000,0.00000,9.54739,9.54996,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T2.M2","376","375",-30.32624,178.35000,0.00652,0.00000,9.55764,9.54996,0.00000,0.08526 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T2.T2","377","375",30.34468,224.20000,0.00389,0.02910,9.57439,9.54996,0.00000,-0.52810 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T3.L3","813","374",0.00000,59.80000,0.00000,0.00000,9.54742,9.54997,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T3.M3","376","374",-30.31246,178.34000,0.00651,0.00000,9.55764,9.54997,0.00000,0.08506 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T3.T3","377","374",30.33088,224.20000,0.00377,0.02930,9.57439,9.54997,0.00000,-0.52813 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_T9.T9","377","371",17.60973,101.56000,0.02015,0.01730,9.57439,9.60540,0.00000,0.09322 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_TKU1.1","377","409",43.13744,335.00000,0.47052,0.00000,9.57439,9.71493,0.00000,0.74577 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_TKU2.1","377","409",43.47846,335.00000,0.47345,0.00000,9.57439,9.71493,0.00000,0.75551 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_TNG1.1","377","416",16.48155,291.34000,0.08326,0.00000,9.57439,9.69904,0.00000,0.62350 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.1","377","382",-228.76267,764.00000,0.41075,0.00000,9.57439,9.54065,0.00000,1.89246 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.2","384","382",152.61349,764.00000,0.14490,0.00000,9.51520,9.54065,0.00000,1.25094 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.3","421","382",76.35000,256.00000,0.05591,0.00000,9.52951,9.54065,0.00000,0.15865 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_TWF1.1","371","423",-11.70000,2000.00000,0.00000,0.00000,9.60540,9.60540,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_TWF2.1","371","423",-11.70000,2000.00000,0.00000,0.00000,9.60540,9.60540,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_WDV1.1","376","425",-13.18601,64.78000,0.06104,0.00000,9.55764,9.49114,0.00000,0.14678 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_WDV2.1","376","425",-13.18451,64.78000,0.06103,0.00000,9.55764,9.49114,0.00000,0.14677 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_WGN1.1","376","392",16.93764,80.34000,0.13335,0.00000,9.55764,9.68810,0.00000,0.45893 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE_WGN1.2","392","427",10.66877,80.34000,0.03638,0.00000,9.68810,9.69308,0.00000,-0.14979 +"10-OCT-2022 14:30","10-OCT-2022 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12:33:14","TUR_T1.T1","419","418",-89.80000,9999.00000,0.00000,0.00000,9.51520,9.51520,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWC_T1.T1","421","420",-38.17500,2000.00000,0.00000,0.00000,9.52951,9.52951,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWC_T2.T2","421","420",-38.17500,2000.00000,0.00000,0.00000,9.52951,9.52951,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWH_T1.T1","160","159",15.96573,135.94000,0.00844,0.03920,10.62493,10.63054,0.00000,-0.20848 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWH_T2.T2","160","159",15.92428,135.94000,0.00837,0.03920,10.62493,10.63054,0.00000,-0.20824 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWZ_T18.T18","679","680",-1.68813,27.40000,0.00079,0.03560,8.88492,8.88075,0.00000,-0.15815 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWZ_T19.T19","679","680",-1.68805,27.40000,0.00079,0.03560,8.88492,8.88075,0.00000,-0.15815 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","UHT_T1.T1","491","490",7.70588,53.46000,0.00591,0.05150,9.40707,9.41428,0.00000,-0.24246 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","UHT_T2.T2","491","490",7.70812,53.46000,0.00589,0.04690,9.40707,9.41428,0.00000,-0.22073 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,9.82413,9.82413,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WAA_T2.T2","364","363",-4.70588,2000.00000,0.00000,0.00000,9.82413,9.82413,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WAA_T3.T3","364","361",-6.58824,2000.00000,0.00000,0.00000,9.82413,9.82413,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WAA_T4.T4","364","363",-4.70588,2000.00000,0.00000,0.00000,9.82413,9.82413,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,9.82413,9.82413,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 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12:33:14","WGN_T1.T1","427","426",13.01688,39.60000,0.02390,0.02750,9.69308,9.73779,0.00000,0.04074 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WGN_T2.T2","427","426",8.20975,24.01000,0.01438,0.03920,9.69308,9.73779,0.00000,-0.07734 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WGN_WVY1.1","427","366",0.77607,165.05000,0.00533,0.00000,9.69308,9.67312,0.00000,-0.03350 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI_T1.T1","319","313",23.48086,73.29000,0.02836,0.03000,10.01060,10.02915,0.00000,-0.07481 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI_T2.T2","319","314",28.18506,73.29000,0.04506,0.03000,10.01060,10.04450,0.00000,0.10084 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI_T3.T3","319","315",8.45762,67.00000,0.00312,0.03400,10.01060,10.01429,0.00000,-0.17024 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,10.01060,10.01060,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,10.01060,10.01060,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,10.01060,10.01060,0.00000,0.00000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI_WRK1.1","319","299",-58.92275,582.67000,0.29620,0.00000,10.01060,9.95097,0.00000,0.27404 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHU_T1.T1","162","161",10.38941,103.30000,0.00544,0.02100,10.73211,10.73685,0.00000,-0.11730 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHU_T3.T3","162","161",10.37342,75.49000,0.00373,0.02030,10.73211,10.73685,0.00000,-0.10441 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHU_WKO1.1","162","164",24.01976,123.00000,0.08864,0.00000,10.73211,10.82500,0.00000,0.63592 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHU_WKO2.1","162","164",23.98018,123.00000,0.08845,0.00000,10.73211,10.82500,0.00000,0.63511 +"10-OCT-2022 14:30","10-OCT-2022 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12:33:14","ATI_T3.T3","179","176",-8.50000,2000.00000,0.00000,0.00000,9.47101,9.47101,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATI_T4.T4","179","175",-8.50000,2000.00000,0.00000,0.00000,9.47101,9.47101,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATI_TRK1.1","179","276",25.05275,369.76000,0.06244,0.00000,9.47101,9.50697,0.00000,0.15367 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATI_TRK2.1","179","276",25.05275,369.76000,0.06244,0.00000,9.47101,9.50697,0.00000,0.15367 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATI_WKM.1","179","288",143.65159,440.50000,0.86399,0.00000,9.47101,9.55786,0.00000,2.10925 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATU_DOB1.1","503","604",2.37814,70.00000,0.00899,0.00000,9.40439,9.45186,0.00000,0.01397 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATU_RFN_IGH1.1","503","523",-2.39102,68.00000,0.01288,0.00000,9.40439,9.33646,0.00000,0.02065 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATU_RFN_IGH1.2","512","523",4.04856,68.00000,0.01553,0.00000,9.28829,9.33646,0.00000,0.02499 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI_BEN1.1","624","638",13.97314,246.43000,0.01199,0.00000,8.23631,8.24125,0.00000,-0.01490 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI_BEN2.1","624","638",13.98406,246.43000,0.01199,0.00000,8.23631,8.24125,0.00000,-0.01488 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI_T1.T1","624","623",-34.96325,2000.00000,0.00000,0.00000,8.23631,8.23631,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI_T2.T2","624","622",-34.96325,2000.00000,0.00000,0.00000,8.23631,8.23631,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI_T3.T3","624","621",-34.96325,2000.00000,0.00000,0.00000,8.23631,8.23631,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI_T4.T4","624","620",-34.96325,2000.00000,0.00000,0.00000,8.23631,8.23631,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI_WTK.1","624","689",111.89580,626.83000,0.09143,0.00000,8.23631,8.25573,0.00000,0.70931 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BAL_GOR.1","693","710",-0.59999,62.00000,0.00589,0.00000,8.78253,8.64290,0.00000,0.01602 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BAL_HWB.1","693","696",-15.63098,62.00000,0.23843,0.00000,8.78253,8.57680,0.00000,0.56089 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BAL_HWB.2","696","716",-15.79845,62.00000,0.16747,0.00000,8.57680,8.43924,0.00000,0.36845 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BAL_MSG1.1","692","733",0.00000,2000.00000,0.00000,0.00000,8.82577,8.82577,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BAL_MSG2.1","692","733",0.00000,2000.00000,0.00000,0.00000,8.82577,8.82577,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BAL_T1.T1","693","692",7.98413,38.70000,0.01806,0.01730,8.78253,8.82577,0.00000,0.01658 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BAL_T2.T2","693","692",7.98523,38.70000,0.01800,0.01730,8.78253,8.82577,0.00000,0.01688 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BDE_EDN.1","695","704",18.72280,62.00000,0.08540,0.00000,8.76741,8.82176,0.00000,0.13210 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BDE_GOR.1","695","710",-26.99571,62.00000,0.22395,0.00000,8.76741,8.64290,0.00000,0.69885 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BDE_T1.T1","695","694",4.01930,20.80000,0.00510,0.01030,8.76741,8.79317,0.00000,-0.01593 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BDE_T2.T2","695","694",4.01930,19.98000,0.00516,0.01040,8.76741,8.79317,0.00000,-0.01664 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_HAY1.1","637","463",251.52660,780.00000,6.00699,1.50000,8.24125,8.72978,0.00000,28.67142 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_HAY2.1","636","464",253.22041,700.00000,6.24096,1.50000,8.24125,8.72978,0.00000,28.06393 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_OHB.1","638","666",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_OHC.1","638","671",-29.32405,614.00000,0.03519,0.00000,8.24125,8.22991,0.00000,0.02121 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T27.T27","638","626",0.00000,10.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T28.T28","638","636",253.97041,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T29.T29","638","625",0.00000,10.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T30.T30","638","637",252.27660,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T42.L42","629","634",77.50183,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T42.M42","631","634",77.50183,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T42.T42","638","634",-155.00367,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T44.L44","632","633",77.50183,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T44.M44","628","633",77.50183,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T44.T44","638","633",-155.00367,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T46.L46","627","635",77.50183,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T46.M46","630","635",77.50183,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_T46.T46","638","635",-155.00367,2000.00000,0.00000,0.00000,8.24125,8.24125,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN_TWZ.1","638","680",15.98606,493.00000,0.03640,0.00000,8.24125,8.25394,0.00000,-0.04879 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BLN_KIK.1","502","505",17.23200,65.35000,0.37062,0.00000,9.17769,9.45671,0.00000,0.65160 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BLN_KIK.2","502","516",-9.28186,68.00000,0.04986,0.00000,9.17769,9.17170,0.00000,-0.20101 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BLN_STK1.1","505","534",-16.22986,123.00000,0.12190,0.00000,9.45671,9.35599,0.00000,0.24096 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BLN_STK2.1","505","534",-16.34819,128.00000,0.11846,0.00000,9.45671,9.35599,0.00000,0.26315 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BLN_T1.T1","505","504",16.54004,61.00000,0.02015,0.05900,9.45671,9.47749,0.00000,-0.20319 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BLN_T2.T2","505","504",16.46389,61.00000,0.01992,0.05900,9.45671,9.47749,0.00000,-0.20290 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BLN_T3.T3","505","504",16.12609,79.60000,0.01789,0.02010,9.45671,9.47749,0.00000,-0.01246 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_HAM1.1","58","121",-30.10340,61.92000,1.16465,0.00000,10.43915,9.97502,0.00000,0.90682 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_MER.33","2016","2028",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_OTA1.1","58","104",-4.65940,76.05000,0.01340,0.00000,10.43915,10.33533,0.00000,0.17192 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_OTA1.2","82","104",49.23812,135.27000,0.15645,0.00000,10.24926,10.33533,0.00000,1.31029 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_OTA2.1","58","758",-7.61332,76.05000,0.02183,0.00000,10.43915,10.31074,0.00000,0.37483 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_OTA2.2","82","758",32.34728,135.27000,0.07136,0.00000,10.24926,10.31074,0.00000,0.62647 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_T2.T2","58","57",8.24326,38.70000,0.01126,0.03000,10.43915,10.46907,0.00000,-0.09263 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_T4.L4","2014","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_T4.M4","2020","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_T4.T4","2022","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_T5.L5","2015","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_T5.M5","2021","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB_T5.T5","2023","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_BRK1.1","377","329",123.78070,764.34000,0.68652,0.00000,8.89798,9.06269,0.00000,7.08324 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_BRK2.1","377","329",124.30546,713.00000,0.74525,0.00000,8.89798,9.06269,0.00000,6.86037 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_LTN2.1","377","385",-94.03185,764.39000,0.11143,0.00000,8.89798,8.87048,0.00000,0.79724 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_MHO1.1","376","389",11.69478,58.90000,0.12346,0.00000,8.89642,9.11540,0.00000,0.71774 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_MHO2.1","376","388",11.66701,58.90000,0.12295,0.00000,8.89642,9.11537,0.00000,0.71689 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_MTR1.1","376","769",34.84490,69.80000,1.27828,0.00000,8.89642,9.23918,0.00000,0.06652 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.1","377","487",-67.54704,390.47000,0.53043,0.00000,8.89798,8.76735,0.00000,2.05197 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.2","465","487",80.52628,390.42000,0.23721,0.00000,8.72978,8.76735,0.00000,0.47303 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.3","484","487",-12.74203,291.58000,0.00056,0.00000,8.76773,8.76735,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.1","377","486",-67.30448,390.47000,0.52775,0.00000,8.89798,8.76723,0.00000,2.05218 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.2","465","486",80.29751,390.42000,0.23582,0.00000,8.72978,8.76723,0.00000,0.46994 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.3","485","486",-12.75721,291.58000,0.00053,0.00000,8.76759,8.76723,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T10.T10","377","371",16.97531,105.80000,0.01700,0.02760,8.89798,8.92680,0.00000,0.04555 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T15.T15","377","372",0.00455,23.60000,0.00000,0.00910,8.89798,8.90471,0.00000,-0.04052 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T16.T16","377","373",0.00611,23.50000,0.00001,0.01220,8.89798,8.90550,0.00000,-0.05432 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T2.L2","812","375",0.00000,59.80000,0.00000,0.00000,8.88789,8.89029,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T2.M2","376","375",-28.31175,178.35000,0.00527,0.00000,8.89642,8.89029,0.00000,0.06333 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T2.T2","377","375",28.32993,224.20000,0.00363,0.02910,8.89798,8.89029,0.00000,-0.25444 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T3.L3","813","374",0.00000,59.80000,0.00000,0.00000,8.89268,8.89030,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T3.M3","376","374",-28.29888,178.34000,0.00526,0.00000,8.89642,8.89030,0.00000,0.06325 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T3.T3","377","374",28.31705,224.20000,0.00352,0.02930,8.89798,8.89030,0.00000,-0.25469 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_T9.T9","377","371",16.94517,101.56000,0.01803,0.01730,8.89798,8.92680,0.00000,0.08653 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_TKU1.1","377","409",50.70428,335.00000,0.63029,0.00000,8.89798,9.25856,0.00000,6.22356 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_TKU2.1","377","409",51.10511,335.00000,0.64800,0.00000,8.89798,9.25856,0.00000,6.21382 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_TNG1.1","377","416",24.30601,291.34000,0.12279,0.00000,8.89798,9.07593,0.00000,1.60542 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.1","377","382",-237.56411,764.00000,0.43590,0.00000,8.89798,8.86669,0.00000,1.77795 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.2","384","382",155.12776,764.00000,0.15029,0.00000,8.84308,8.86669,0.00000,1.16488 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.3","421","382",82.65000,256.00000,0.06335,0.00000,8.84847,8.86669,0.00000,0.47211 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_TWF1.1","371","423",-12.84400,2000.00000,0.00000,0.00000,8.92680,8.92680,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_TWF2.1","371","423",-12.84400,2000.00000,0.00000,0.00000,8.92680,8.92680,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_WDV1.1","376","425",-10.88904,64.78000,0.03759,0.00000,8.89642,8.83318,0.00000,0.17708 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_WDV2.1","376","425",-10.88781,64.78000,0.03758,0.00000,8.89642,8.83318,0.00000,0.17708 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_WGN1.1","376","392",10.41833,80.34000,0.04039,0.00000,8.89642,8.93042,0.00000,-0.00320 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_WGN1.2","392","427",4.03324,80.34000,0.01375,0.00000,8.93042,8.95970,0.00000,-0.00256 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_WGN2.1","376","391",9.67676,80.34000,0.03767,0.00000,8.89642,8.92974,0.00000,-0.00697 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE_WGN2.2","391","427",4.83730,80.34000,0.01647,0.00000,8.92974,8.95970,0.00000,-0.00129 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRB_HPI1.1","12","22",-81.12074,370.08000,0.97263,0.00000,10.54940,10.29258,0.00000,5.28609 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRB_MDN.1","12","29",65.82565,476.31000,0.00815,0.00000,10.54940,10.55070,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRB_T2.T2","12","11",7.09782,75.00000,0.00513,0.03040,10.54940,10.55689,0.00000,-0.16093 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRB_T3.T3","12","11",7.19398,75.00000,0.00502,0.03090,10.54940,10.55689,0.00000,-0.16264 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRK_SFD1.1","329","358",77.52375,286.38000,0.81658,0.00000,9.06269,9.24038,0.00000,3.11468 +"10-OCT-2022 15:00","10-OCT-2022 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12:33:14","MAT_T2.T2","209","207",-30.00000,2000.00000,0.00000,0.00000,9.16905,9.16905,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MCH_MXT1.MXT1","2120","2119",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MCH_T1.T1","519","518",0.00335,7.51000,0.00000,0.00670,9.24047,9.24334,0.00000,-0.03097 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MCK_WIL1.1","469","493",29.17407,2000.00000,0.00000,0.00000,8.73897,8.73897,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MCK_WIL2.1","469","493",29.71093,2000.00000,0.00000,0.00000,8.73897,8.73897,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN_MPE1.1","28","30",32.86729,228.63000,0.08719,0.00000,10.56144,10.59470,0.00000,0.08467 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN_MPE2.1","28","30",32.88266,312.70000,0.11921,0.00000,10.56144,10.59470,0.00000,-0.08467 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN_T5.L5","24","27",0.00000,47.63000,0.00000,0.00000,10.55347,10.55591,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN_T5.M5","28","27",-32.91972,188.00000,0.00629,0.00000,10.56144,10.55591,0.00000,0.05788 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN_T5.T5","29","27",32.94736,188.00000,0.00599,0.04330,10.55070,10.55591,0.00000,-0.17435 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN_T6.L6","25","26",0.00000,47.63000,0.00000,0.00000,10.55418,10.55213,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN_T6.M6","28","26",-32.84695,189.00000,0.01043,0.00000,10.56144,10.55213,0.00000,0.09793 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN_T6.T6","29","26",32.84850,189.00000,0.00155,0.00000,10.55070,10.55213,0.00000,0.01522 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MGM_MST1.1","471","479",-8.37783,148.79000,0.06155,0.00000,8.91904,8.96936,0.00000,-0.48526 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MGM_T2.T2","471","470",5.17479,27.09000,0.00880,0.01630,8.91904,8.95549,0.00000,-0.01807 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MGM_T3.T3","471","470",5.16406,27.09000,0.00875,0.01630,8.91904,8.95549,0.00000,-0.01807 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MGM_WDV1.1","471","425",-2.04587,149.00000,0.00700,0.00000,8.91904,8.83318,0.00000,0.05661 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHO_T1.T1","387","386",0.00000,2000.00000,0.00000,0.00000,9.13661,9.13661,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHO_T3.T3","389","387",11.55481,38.70000,0.01663,0.03300,9.11540,9.13661,0.00000,-0.10419 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHO_T4.T4","388","387",11.52456,39.60000,0.01674,0.03900,9.11537,9.13661,0.00000,-0.13230 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MKE_T1.T1","342","340",0.00000,2000.00000,0.00000,0.00000,9.34133,9.34133,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MKE_T2.T2","342","341",0.00000,2000.00000,0.00000,0.00000,9.34133,9.34133,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MLG_T1.T1","476","474",7.22619,33.68000,0.01079,0.01360,8.78265,8.81047,0.00000,-0.00692 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MLG_T2.T2","477","474",7.17289,32.68000,0.01069,0.01360,8.78436,8.81047,0.00000,-0.01334 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MLG_T3.T3","476","475",8.63292,65.16000,0.00914,0.05100,8.78265,8.79283,0.00000,-0.22048 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MLG_T4.T4","477","475",8.58134,65.16000,0.00912,0.05100,8.78436,8.79283,0.00000,-0.22794 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNG_OTA1.1","76","82",-60.11583,305.00000,0.03838,0.00000,10.26503,10.24926,0.00000,0.27705 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNG_OTA2.1","76","82",-60.08378,305.00000,0.03837,0.00000,10.26503,10.24926,0.00000,0.27684 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNG_ROS1.1","76","99",17.60390,105.00000,0.04720,0.00000,10.26503,10.35158,0.00000,0.51753 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNG_ROS2.1","76","99",17.57845,105.00000,0.04702,0.00000,10.26503,10.35158,0.00000,0.51734 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNG_T1.T1","76","75",40.45054,140.48000,0.05397,0.02950,10.26503,10.28731,0.00000,0.02117 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNG_T2.T2","76","75",40.45948,140.48000,0.05355,0.02950,10.26503,10.28731,0.00000,0.02343 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNI_MKE_SFD1.1","327","345",14.47423,105.15000,0.01307,0.00000,9.34932,9.36215,0.00000,0.03168 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNI_MKE_SFD1.2","327","357",-14.58306,101.00000,0.10884,0.00000,9.34932,9.24341,0.00000,0.26344 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNI_MKE_SFD1.3","342","327",0.00000,114.00000,0.00000,0.00000,9.34133,9.34932,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNI_T3.T3","345","343",3.02945,37.53000,0.00250,0.02250,9.36215,9.36989,0.00000,-0.10541 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNI_T4.T4","345","344",7.09435,37.53000,0.01080,0.02250,9.36215,9.39692,0.00000,-0.03315 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MOK_T1.T1","212","211",-20.07691,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MOK_T11.T11","212","211",-16.07950,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MOK_T2.T2","212","210",-39.84359,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MOK_WKM.1","212","287",76.00000,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MST_T2.T2","479","478",14.81690,77.90000,0.01482,0.02060,8.96936,8.99095,0.00000,0.00071 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MST_T3.T3","479","478",14.82426,77.90000,0.01474,0.02060,8.96936,8.99095,0.00000,0.00116 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MST_UHT1.1","444","479",19.12616,98.00000,0.12945,0.00000,8.85566,8.96936,0.00000,0.50674 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MST_UHT1.2","444","491",-22.76492,77.36000,0.23756,0.00000,8.85566,8.74389,0.00000,0.22034 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MST_UHT2.1","445","479",19.17308,98.00000,0.13020,0.00000,8.85562,8.96936,0.00000,0.50642 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MST_UHT2.2","445","491",-22.73882,77.36000,0.23704,0.00000,8.85562,8.74389,0.00000,0.22076 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTI_T1.T1","223","222",-13.40000,2000.00000,0.00000,0.00000,9.52899,9.52899,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTI_T10.T10","223","213",-13.40000,2000.00000,0.00000,0.00000,9.52899,9.52899,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 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12:33:14","MTN_T2.T2","391","390",4.78049,24.01000,0.00500,0.04260,8.92974,8.94762,0.00000,-0.17024 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTO_T1.T1","32","31",7.44748,30.21000,0.01616,0.01870,10.76756,10.81048,0.00000,-0.02858 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTO_T2.T2","33","31",7.42847,30.21000,0.01608,0.01870,10.76792,10.81048,0.00000,-0.02994 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTR_MXT1.MXT1","2074","2070",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTR_OKN1.1","394","398",29.55077,69.80000,0.52836,0.00000,9.08702,9.27904,0.00000,0.38589 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTR_R92.1","769","394",33.56662,95.26000,0.00000,0.00000,9.23918,9.08702,0.00000,-2.55375 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTR_T2.T2","394","393",3.99634,26.06000,0.00184,0.03900,9.08702,9.10228,0.00000,-0.15537 +"10-OCT-2022 15:00","10-OCT-2022 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12:33:14","NMA_GOR_TMH1.1","690","735",27.43940,382.17000,0.08247,0.00000,8.59503,8.61775,0.00000,-0.04361 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_GOR_TMH1.2","690","750",-38.72961,382.17000,0.32616,0.00000,8.59503,8.47407,0.00000,0.94069 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_GOR_TMH1.3","711","690",-10.96405,304.84000,0.00097,0.00000,8.59656,8.59503,0.00000,0.00423 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_GOR_TMH2.1","691","735",27.44044,382.17000,0.08248,0.00000,8.59504,8.61775,0.00000,-0.04375 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_GOR_TMH2.2","691","750",-38.72834,382.17000,0.32615,0.00000,8.59504,8.47407,0.00000,0.94079 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_GOR_TMH2.3","712","691",-10.96174,304.84000,0.00099,0.00000,8.59660,8.59504,0.00000,0.00430 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_T1.T1","735","734",2.18065,67.27000,0.00179,0.03170,8.61775,8.62491,0.00000,-0.13664 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_T2.T2","735","734",2.17366,67.27000,0.00182,0.03170,8.61775,8.62491,0.00000,-0.13677 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_TWI1.1","735","751",132.13712,467.00000,0.53720,0.00000,8.61775,8.68826,0.00000,2.32482 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_TWI2.1","735","751",132.14319,467.00000,0.53724,0.00000,8.61775,8.68826,0.00000,2.32486 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA_WHL.1","734","752",-30.74500,2000.00000,0.00000,0.00000,8.62491,8.62491,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NPK_MXT1.MXT1","2079","2078",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NPK_T1.T1","396","395",2.47345,15.00000,0.00170,0.01150,9.43943,9.45946,0.00000,-0.03768 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NSY_PRU1.1","653","673",-11.00000,2000.00000,0.00000,0.00000,8.36837,8.36837,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NSY_ROX.1","654","747",-10.26730,671.11000,0.06011,0.00000,8.36342,8.32960,0.00000,-0.07771 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NSY_T1.T1","654","653",7.46797,54.05000,0.00442,0.02410,8.36342,8.36837,0.00000,-0.10084 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NSY_T2.T2","654","653",7.46797,54.05000,0.00442,0.02410,8.36342,8.36837,0.00000,-0.10084 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NTM_T1.T1","230","229",-31.50000,2000.00000,0.00000,0.00000,9.39343,9.39343,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NTM_T2.T2","230","228",-31.50000,2000.00000,0.00000,0.00000,9.39343,9.39343,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM_BPT_WTK1.1","619","775",13.28361,66.68000,0.17925,0.00000,8.41696,8.68417,0.00000,0.99644 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM_BPT_WTK1.2","619","688",-13.60974,74.30000,0.09907,0.00000,8.41696,8.25980,0.00000,0.65244 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM_BPT_WTK1.3","619","640",0.22705,42.00000,0.00005,0.00000,8.41696,8.41885,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM_STU_WTK2.1","618","656",11.58802,66.68000,0.07980,0.00000,8.52417,8.68938,0.00000,0.61049 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM_STU_WTK2.2","639","687",-16.92248,74.30000,0.21349,0.00000,8.46798,8.26070,0.00000,0.84998 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM_STU_WTK2.3","618","829",0.00000,80.00000,0.00000,0.00000,8.52417,8.48994,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM_STU_WTK2.4","639","618",11.60599,80.00000,0.01797,0.00000,8.46798,8.52417,0.00000,0.24946 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM_T1.T1","775","655",13.09341,65.18000,0.01727,0.02190,8.68417,8.71257,0.00000,0.01534 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM_T2.T2","656","655",11.49727,65.45000,0.01251,0.02190,8.68938,8.71257,0.00000,-0.01657 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHA_T4.T4","661","660",-41.51875,2000.00000,0.00000,0.00000,8.23746,8.23746,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHA_T5.T5","661","659",-41.51875,2000.00000,0.00000,0.00000,8.23746,8.23746,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHA_T6.T6","661","658",-41.51875,2000.00000,0.00000,0.00000,8.23746,8.23746,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHA_T7.T7","661","657",-41.51875,2000.00000,0.00000,0.00000,8.23746,8.23746,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHA_TWZ1.1","661","680",83.06068,382.00000,0.08098,0.00000,8.23746,8.25394,0.00000,0.35007 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHA_TWZ2.1","661","680",83.01432,382.00000,0.08089,0.00000,8.23746,8.25394,0.00000,0.35007 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHB_T10.T10","666","664",-37.50000,2000.00000,0.00000,0.00000,8.24651,8.24651,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHB_T11.T11","666","662",-37.50000,2000.00000,0.00000,0.00000,8.24651,8.24651,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHB_T8.T8","666","665",-37.50000,2000.00000,0.00000,0.00000,8.24651,8.24651,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHB_T9.T9","666","663",-37.50000,2000.00000,0.00000,0.00000,8.24651,8.24651,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHB_TWZ.1","666","680",150.00000,764.00000,0.05851,0.00000,8.24651,8.25394,0.00000,0.31563 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHC_T12.T12","671","670",-45.01525,2000.00000,0.00000,0.00000,8.22991,8.22991,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHC_T13.T13","671","669",-45.01525,2000.00000,0.00000,0.00000,8.22991,8.22991,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHC_T14.T14","671","668",-45.01525,2000.00000,0.00000,0.00000,8.22991,8.22991,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHC_T15.T15","671","667",-45.01525,2000.00000,0.00000,0.00000,8.22991,8.22991,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHC_TWZ.1","671","680",150.73695,764.00000,0.19536,0.00000,8.22991,8.25394,0.00000,1.00452 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHK_T1.T1","235","234",-11.50000,2000.00000,0.00000,0.00000,9.44627,9.44627,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHK_T2.T2","235","233",-11.50000,2000.00000,0.00000,0.00000,9.44627,9.44627,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHK_T3.T3","235","232",-11.50000,2000.00000,0.00000,0.00000,9.44627,9.44627,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHK_T4.T4","235","231",-11.50000,2000.00000,0.00000,0.00000,9.44627,9.44627,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHK_WRK.1","235","299",-80.75737,409.25000,0.32048,0.00000,9.44627,9.43064,0.00000,-0.88240 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHW_OTA1.1","147","84",170.89069,671.00000,2.01323,0.00000,10.03208,10.20254,0.00000,4.29505 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHW_OTA2.1","147","83",170.11967,671.00000,2.00339,0.00000,10.03208,10.20234,0.00000,4.26211 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHW_WKM1.1","147","288",-267.62443,671.00000,7.90935,0.00000,10.03208,9.55786,0.00000,23.78354 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKE_OWH.1","236","251",-29.47390,69.00000,0.10907,0.00000,9.55055,9.56552,0.00000,-0.74145 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKE_TMI.1","236","269",27.30533,77.36000,0.29195,0.00000,9.55055,9.66778,0.00000,0.18931 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKE_TRK.1","236","275",2.05951,77.36000,0.00545,0.00000,9.55055,9.53475,0.00000,-0.04222 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI_T1.T1","245","242",-19.29800,2000.00000,0.00000,0.00000,9.40819,9.40819,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI_T11.H11","242","243",0.20200,2000.00000,0.00000,0.00000,9.40819,9.40819,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI_T11.L11","238","243",0.00000,2000.00000,0.00000,0.00000,9.40819,9.40819,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI_T11.M11","240","243",-0.20200,2000.00000,0.00000,0.00000,9.40819,9.40819,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI_T12.L12","237","244",0.00000,2000.00000,0.00000,0.00000,9.40819,9.40819,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI_T12.M12","239","244",-0.20200,2000.00000,0.00000,0.00000,9.40819,9.40819,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI_T12.T12","241","244",0.20200,2000.00000,0.00000,0.00000,9.40819,9.40819,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI_T2.T2","245","241",-19.29800,2000.00000,0.00000,0.00000,9.40819,9.40819,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI_WRK1.1","245","299",53.88814,492.27000,0.08804,0.00000,9.40819,9.43064,0.00000,0.18966 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKN_MXT1.MXT1","2088","2083",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKN_ONG1.1","398","378",25.43455,69.80000,0.28618,0.00000,9.27904,9.42573,0.00000,0.51673 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKN_ONG1.2","149","378",-22.66556,69.80000,0.36967,0.00000,9.68576,9.42573,0.00000,1.15666 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKN_ONG1.3","396","378",-2.48281,59.65000,0.00360,0.00000,9.43943,9.42573,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKN_T2.T2","398","397",3.58087,20.00000,0.00287,0.01400,9.27904,9.29873,0.00000,-0.04318 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ONG_T1.T1","149","148",-1.10650,18.90000,0.00062,0.03100,9.68576,9.68029,0.00000,-0.15013 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPK_KPI_SFD2.1","322","347",4.16419,79.00000,0.01173,0.00000,9.22333,9.25170,0.00000,0.00480 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPK_KPI_SFD2.2","322","357",0.69181,79.07000,0.00165,0.00000,9.22333,9.24341,0.00000,-0.00068 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPK_KPI_SFD2.3","322","339",-4.85600,2000.00000,0.00000,0.00000,9.22333,9.22333,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPK_SFD1.1","768","357",-3.73860,79.00000,0.01954,0.00000,9.28767,9.24341,0.00000,-0.00801 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPK_T4.T4","347","346",4.14381,33.87000,0.00420,0.01730,9.25170,9.27904,0.00000,-0.04311 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPK_T5.T5","768","346",3.71041,33.87000,0.00372,0.01730,9.28767,9.27904,0.00000,-0.11353 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ORO_WPT1.1","520","817",0.00000,59.65000,0.00000,0.00000,9.32311,9.32013,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ORO_WPT1.2","520","524",4.52700,2000.00000,0.00000,0.00000,9.32311,9.32311,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ORO_WPT2.1","2122","2129",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ORO_WPT2.2","2122","2124",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_PAK3.1","84","87",-181.57050,610.00000,0.05642,0.00000,10.20254,10.18741,0.00000,1.08622 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_PAK4.1","83","87",-192.25380,1200.00000,0.05340,0.00000,10.20234,10.18741,0.00000,1.16254 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_PEN2.1","796","95",0.00000,158.33000,0.00000,0.00000,10.28200,10.29215,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_PEN5.1","83","96",203.07506,492.27000,0.55820,0.00000,10.20234,10.26373,0.00000,3.36958 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_PEN6.1","85","96",195.95537,492.00000,0.50770,0.00000,10.20470,10.26373,0.00000,3.17851 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_ROS1.1","82","99",18.01362,87.26000,0.08742,0.00000,10.24926,10.35158,0.00000,0.46914 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_ROS2.1","82","99",18.20092,87.26000,0.08893,0.00000,10.24926,10.35158,0.00000,0.47087 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_SWN.1","84","43",201.32923,915.00000,0.17498,0.00000,10.20254,10.21808,0.00000,0.67033 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_T13.T13","84","79",21.19098,91.96000,0.02933,0.01730,10.20254,10.22992,0.00000,0.05151 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_T14.T14","84","79",21.19098,91.96000,0.02933,0.01730,10.20254,10.22992,0.00000,0.05151 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_T3.L3","795","81",0.00000,94.60000,0.00000,0.00000,10.24767,10.24422,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_T3.M3","82","81",-79.28660,337.70000,0.03332,0.00000,10.24926,10.24422,0.00000,0.02902 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_T3.T3","84","81",79.33060,337.70000,0.01984,0.04830,10.20254,10.24422,0.00000,1.30421 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_T4.L4","794","80",0.00000,78.70000,0.00000,0.00000,10.24230,10.24472,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_T4.M4","82","80",-79.49724,327.70000,0.03633,0.00000,10.24926,10.24472,0.00000,-0.00570 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_T4.T4","84","80",79.52246,327.70000,0.00712,0.03620,10.20254,10.24472,0.00000,1.45518 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_T5.T5","84","82",79.35268,332.40000,0.04477,0.04510,10.20254,10.24926,0.00000,1.39310 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_TIE3.1","84","85",195.97619,737.33000,0.02082,0.00000,10.20254,10.20470,0.00000,0.10519 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_TIE4.1","84","83",-56.95431,729.00000,0.00054,0.00000,10.20254,10.20234,0.00000,0.00314 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_TIE5.1","84","83",-34.18619,729.00000,0.00054,0.00000,10.20254,10.20234,0.00000,0.00078 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_WKM1.1","84","288",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA_WKM2.1","84","288",-154.04733,383.72000,8.28356,0.00000,10.20254,9.55786,0.00000,7.39938 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTI_T6.T6","617","616",0.00165,2.50000,0.00000,0.00330,9.04220,9.04849,0.00000,-0.01493 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OWH_T1.T1","251","250",3.17165,36.21000,0.00194,0.00910,9.56552,9.57135,0.00000,-0.04359 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OWH_T2.T2","251","250",3.17132,35.90000,0.00192,0.00910,9.56552,9.57135,0.00000,-0.04351 +"10-OCT-2022 15:00","10-OCT-2022 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12:33:14","PEN_T9.T9","96","92",67.17610,209.05000,0.11562,0.12380,10.26373,10.30003,0.00000,-0.01375 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PNI_T1.T1","481","480",3.81815,23.80000,0.00495,0.03880,8.75525,8.77817,0.00000,-0.14825 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PNI_T2.T2","482","480",3.81704,29.00000,0.00319,0.01130,8.75666,8.77817,0.00000,-0.02255 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PNI_TKR1.1","481","489",-3.84065,78.00000,0.00310,0.00000,8.75525,8.74888,0.00000,-0.00134 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PNI_TKR2.1","482","489",-3.82579,78.00000,0.00310,0.00000,8.75666,8.74888,0.00000,0.00134 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PPI_T1.T1","253","252",-34.00000,2000.00000,0.00000,0.00000,9.43918,9.43918,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PPI_THI1.1","253","267",34.00000,298.00000,0.00237,0.00000,9.43918,9.43983,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 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12:33:14","SFD_T9.L9","810","356",0.00000,57.40000,0.00000,0.00000,9.24454,9.24208,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD_T9.M9","357","356",-17.83462,249.56000,0.00270,0.00000,9.24341,9.24208,0.00000,-0.00062 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD_T9.T9","358","356",17.85321,286.90000,0.00139,0.03440,9.24038,9.24208,0.00000,-0.15023 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD_TMN1.1","358","412",96.85921,492.31000,1.47745,0.00000,9.24038,9.56170,0.00000,8.49813 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SPL_T10.T10","360","359",0.00000,2000.00000,0.00000,0.00000,9.24038,9.24038,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STK_T10.T10","535","529",39.92427,140.75000,0.04909,0.03300,9.30270,9.32175,0.00000,-0.00227 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STK_T3.L3","818","532",0.00000,22.50000,0.00000,0.00000,9.36570,9.36007,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 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12:33:14","SWN_T1A.T1A","43","41",0.00000,2000.00000,0.00000,0.00000,10.21808,10.21808,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SWN_T1B.T1B","43","41",0.00000,2000.00000,0.00000,0.00000,10.21808,10.21808,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SWN_T2.T2","43","42",2.75582,48.75000,0.00177,0.01210,10.21808,10.22465,0.00000,-0.06186 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TAA_T1.T1","260","259",-13.00000,2000.00000,0.00000,0.00000,9.42421,9.42421,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TAA_WRK1.1","260","297",13.00000,2000.00000,0.00000,0.00000,9.42421,9.42421,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TAK_T5.T5","102","100",33.44734,162.14000,0.02496,0.05520,10.19246,10.20454,0.00000,-0.20692 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TAK_T8.T8","101","100",34.98110,162.14000,0.02728,0.05520,10.18367,10.20454,0.00000,-0.05584 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TAP_T1.T1","403","402",-47.43000,2000.00000,0.00000,0.00000,8.83318,8.83318,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TAP_WDV1.1","403","425",47.43000,2000.00000,0.00000,0.00000,8.83318,8.83318,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TGA_T1.T1","264","262",6.46418,36.03000,0.00726,0.01590,9.62920,9.65899,0.00000,-0.01558 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TGA_T2.T2","264","262",6.45699,38.40000,0.00702,0.01590,9.62920,9.65899,0.00000,-0.01454 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TGA_T3.T3","264","263",12.33052,108.40000,0.00874,0.02430,9.62920,9.63424,0.00000,-0.12813 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TGA_T4.T4","264","263",15.24394,108.40000,0.00567,0.02980,9.62920,9.63424,0.00000,-0.13247 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","THI_T1.T1","267","265",-79.00000,2000.00000,0.00000,0.00000,9.43983,9.43983,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","THI_T2.T2","267","266",-83.00000,2000.00000,0.00000,0.00000,9.43983,9.43983,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","THI_WKM1.1","267","288",270.26123,993.60000,1.16991,0.00000,9.43983,9.55786,0.00000,10.35748 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","THI_WRK1.1","267","299",-74.28506,994.00000,0.01846,0.00000,9.43983,9.43064,0.00000,0.25437 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_T3.T3","575","825",0.00675,46.92000,0.00000,0.01350,8.42775,8.43325,0.00000,-0.05692 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_T4.T4","575","573",21.35899,47.04000,0.05510,0.01350,8.42775,8.46793,0.00000,0.13863 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_T5.L5","826","576",0.00000,85.60000,0.00000,0.00000,8.42162,8.42355,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_T5.M5","575","576",-39.25651,247.91000,0.00583,0.00000,8.42775,8.42355,0.00000,0.05791 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_T5.T5","577","576",39.27945,356.90000,0.00325,0.03940,8.42278,8.42355,0.00000,-0.16447 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_T6.T6","575","573",21.32177,46.92000,0.05716,0.01350,8.42775,8.46793,0.00000,0.12914 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_T8A.T8A","578","575",13.63637,127.00000,0.00815,0.01850,8.42283,8.42775,0.00000,-0.07871 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_T8B.T8B","578","575",13.53258,127.20000,0.00817,0.01850,8.42283,8.42775,0.00000,-0.07906 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_TKA.1","561","581",-17.89926,62.00000,0.24226,0.00000,8.25742,8.07560,0.00000,0.62696 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_TKA.2","561","575",19.43633,62.00000,0.25344,0.00000,8.25742,8.42775,0.00000,0.58739 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_TMK1.1","575","583",17.47309,78.65000,0.11914,0.00000,8.42775,8.54428,0.00000,0.50905 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM_TMK2.1","575","584",17.56704,80.00000,0.11685,0.00000,8.42775,8.54307,0.00000,0.51375 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKA_MXT1.MXT1","2157","2155",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKA_T1.T1","579","580",2.03307,10.00000,0.00277,0.01260,8.02556,8.04978,0.00000,-0.03724 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKA_T6.T6","581","579",-17.95423,34.63000,0.04857,0.01280,8.07560,8.02556,0.00000,0.20147 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKB_T2.T2","678","677",-73.00000,2000.00000,0.00000,0.00000,8.26607,8.26607,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKB_T3.T3","678","676",-73.00000,2000.00000,0.00000,0.00000,8.26607,8.26607,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKB_TWZ.1","678","680",-36.65189,609.68000,0.05692,0.00000,8.26607,8.25394,0.00000,-0.01293 +"10-OCT-2022 15:00","10-OCT-2022 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12:33:14","TRC_T2.L2","154","156",-10.03215,2000.00000,0.00000,0.00000,10.01312,10.01312,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRC_T2.M2","153","156",15.00000,2000.00000,0.00000,0.00000,10.01312,10.01312,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRC_T2.T2","155","156",-4.96785,2000.00000,0.00000,0.00000,10.01312,10.01312,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRC_TWH1.1","155","159",4.98161,2000.00000,0.00000,0.00000,10.01312,10.01312,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRC_TWH2.1","155","159",4.95408,9999.00000,0.00000,0.00000,10.01312,10.01312,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRH_TWC1.1","417","420",27.00000,2000.00000,0.00000,0.00000,8.84847,8.84847,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK_T2.L2","807","274",0.00000,12.00000,0.00000,0.00000,9.53364,9.53432,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK_T2.M2","275","274",-18.80507,210.10000,0.00393,0.00000,9.53475,9.53432,0.00000,-0.01475 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK_T2.T2","276","274",18.82523,210.10000,0.00265,0.03500,9.50697,9.53432,0.00000,0.07802 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK_T3.L3","806","273",0.00000,56.00000,0.00000,0.00000,9.53111,9.53432,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK_T3.M3","275","273",-18.80507,210.10000,0.00393,0.00000,9.53475,9.53432,0.00000,-0.01475 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK_T3.T3","276","273",18.82523,210.10000,0.00265,0.03500,9.50697,9.53432,0.00000,0.07802 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK_T4.T4","275","270",4.65509,20.00000,0.00609,0.01200,9.53475,9.55870,0.00000,-0.03071 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,9.04742,9.04742,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,9.04742,9.04742,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,9.04742,9.04742,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,9.04742,9.04742,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,9.04742,9.04742,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI_T6.T6","312","306",-9.00000,2000.00000,0.00000,0.00000,9.04742,9.04742,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI_T7.T7","312","305",-9.00000,2000.00000,0.00000,0.00000,9.04742,9.04742,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUK_TWH1.1","158","159",19.05800,2000.00000,0.00000,0.00000,10.01312,10.01312,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUR_T1.T1","419","418",-88.30000,9999.00000,0.00000,0.00000,8.84308,8.84308,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWC_T1.T1","421","420",-41.32500,2000.00000,0.00000,0.00000,8.84847,8.84847,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWC_T2.T2","421","420",-41.32500,2000.00000,0.00000,0.00000,8.84847,8.84847,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWH_T1.T1","160","159",15.14523,135.94000,0.00801,0.03920,10.00784,10.01312,0.00000,-0.19636 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWH_T2.T2","160","159",15.10591,135.94000,0.00794,0.03920,10.00784,10.01312,0.00000,-0.19615 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWZ_T18.T18","679","680",-1.67363,27.40000,0.00079,0.03560,8.25781,8.25394,0.00000,-0.14699 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWZ_T19.T19","679","680",-1.67355,27.40000,0.00079,0.03560,8.25781,8.25394,0.00000,-0.14699 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","UHT_T1.T1","491","490",7.77198,53.46000,0.00602,0.05150,8.74389,8.77278,0.00000,-0.14006 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","UHT_T2.T2","491","490",7.77424,53.46000,0.00601,0.04690,8.74389,8.77278,0.00000,-0.11980 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,9.09277,9.09277,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAA_T2.T2","364","363",-4.70588,2000.00000,0.00000,0.00000,9.09277,9.09277,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAA_T3.T3","364","361",-6.58824,2000.00000,0.00000,0.00000,9.09277,9.09277,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAA_T4.T4","364","363",-4.70588,2000.00000,0.00000,0.00000,9.09277,9.09277,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,9.09277,9.09277,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAI_T1.T1","277","279",-4.05990,10.00000,0.01254,0.02790,9.47808,9.41345,0.00000,-0.06043 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAI_T2.T2","277","279",-4.09508,12.30000,0.01200,0.03760,9.47808,9.41345,0.00000,-0.10271 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAI_T5.T5","278","277",-0.67365,4.50000,0.00060,0.00410,9.51110,9.47808,0.00000,-0.01123 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WDV_T1.T1","425","424",0.71201,4.50000,0.00030,0.00590,8.83318,8.84562,0.00000,-0.02299 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WDV_T2.T2","425","424",0.72445,4.50000,0.00031,0.00580,8.83318,8.84562,0.00000,-0.02253 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WEL_T1.T1","45","44",10.98561,40.50000,0.02045,0.05010,10.72742,10.75888,0.00000,-0.20673 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WEL_T2.T2","46","44",11.14545,39.00000,0.01861,0.03790,10.72699,10.75888,0.00000,-0.12633 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WGN_T1.T1","427","426",13.06801,39.60000,0.02415,0.02750,8.95970,9.00103,0.00000,0.03761 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WGN_T2.T2","427","426",8.24200,24.01000,0.01452,0.03920,8.95970,9.00103,0.00000,-0.07145 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WGN_WVY1.1","427","366",-12.58942,165.05000,0.08638,0.00000,8.95970,8.89542,0.00000,0.01764 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI_T1.T1","319","313",23.48086,73.29000,0.02836,0.03000,9.48715,9.50473,0.00000,-0.07090 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI_T2.T2","319","314",28.18506,73.29000,0.04506,0.03000,9.48715,9.51928,0.00000,0.09557 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI_T3.T3","319","315",8.45762,67.00000,0.00312,0.03400,9.48715,9.49064,0.00000,-0.16134 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,9.48715,9.48715,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,9.48715,9.48715,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,9.48715,9.48715,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI_WRK1.1","319","299",-59.24034,582.67000,0.29780,0.00000,9.48715,9.43064,0.00000,0.26111 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHU_T1.T1","162","161",11.16948,103.30000,0.00585,0.02100,10.23210,10.24271,0.00000,-0.07828 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHU_T3.T3","162","161",11.15228,75.49000,0.00426,0.02030,10.23210,10.24271,0.00000,-0.06666 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHU_WKO1.1","162","164",25.24976,123.00000,0.09919,0.00000,10.23210,10.32067,0.00000,0.60633 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHU_WKO2.1","162","164",25.20816,123.00000,0.09899,0.00000,10.23210,10.32067,0.00000,0.60548 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL_T3.T3","496","493",-15.11942,92.03000,0.00362,0.04750,8.74546,8.73897,0.00000,-0.17450 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL_T5.T5","496","493",-15.12008,92.03000,0.00362,0.04750,8.74546,8.73897,0.00000,-0.17448 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL_T8.L8","814","494",0.00000,72.00000,0.00000,0.00000,8.73541,8.73400,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL_T8.M8","495","494",-33.69075,306.20000,0.00527,0.00000,8.73636,8.73400,0.00000,0.01667 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL_T8.T8","496","494",33.72016,306.20000,0.00296,0.05290,8.74546,8.73400,0.00000,-0.43714 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIR_T1.T1","104","103",44.37547,120.03000,0.07495,0.09360,10.33533,10.36724,0.00000,-0.16545 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIR_T2.T2","758","103",24.64334,115.00000,0.04982,0.03850,10.31074,10.36724,0.00000,0.23839 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_T1.T1","288","281",-21.00000,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_T2.T2","288","282",-21.00000,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_T3.T3","288","283",-21.00000,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_T4.T4","288","284",-21.00000,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_T8.L8","285","286",-8.16300,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_T8.M8","287","286",47.38491,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_T8.T8","288","286",-39.22191,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_T9.T9","288","287",-28.61509,2000.00000,0.00000,0.00000,9.55786,9.55786,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_TIE1.1","288","289",113.17238,1104.00000,0.00448,0.00000,9.55786,9.55894,0.00000,0.03975 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_TIE2.1","288","289",114.03655,1104.00000,0.00452,0.00000,9.55786,9.55894,0.00000,0.04006 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM_WRK1.1","289","299",-241.92067,952.63000,1.11872,0.00000,9.55894,9.43064,0.00000,10.17209 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKO_T1.T1","164","163",6.65122,41.15000,0.00689,0.03230,10.32067,10.34225,0.00000,-0.13090 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKO_T2.T2","164","163",13.78580,54.05000,0.01158,0.02880,10.32067,10.34225,0.00000,-0.06008 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPA_T1.T1","291","290",-33.00000,2000.00000,0.00000,0.00000,9.51997,9.51997,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPP_T1.T1","367","368",-65.65100,9999.00000,0.00000,0.00000,8.89542,8.89542,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPP_WVY1.1","367","366",65.65100,9999.00000,0.00000,0.00000,8.89542,8.89542,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPR_T12.T12","557","555",16.33893,110.60000,0.00756,0.04080,8.86123,8.86335,0.00000,-0.19696 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPR_T13.T13","556","555",16.32580,110.60000,0.00754,0.04080,8.86174,8.86335,0.00000,-0.20107 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPR_T3.T3","555","554",3.86317,13.60000,0.00717,0.01000,8.86335,8.89048,0.00000,-0.02393 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPW_T1.T1","431","429",12.68930,26.23000,0.04289,0.04000,9.27676,9.33099,0.00000,-0.04267 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPW_T2.T2","2097","429",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPW_T33.T33","429","428",2.06192,10.00000,0.00222,0.00720,9.33099,9.35281,0.00000,-0.02153 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRD_T1.T1","49","47",20.60973,80.00000,0.00000,0.00000,10.33214,10.33277,0.00000,0.00647 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRD_T2.T2","48","782",0.00000,80.00000,0.00000,0.00000,10.33204,10.33204,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRD_T3.T3","755","47",20.09762,80.00000,0.00000,0.00000,10.33217,10.33277,0.00000,0.00600 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRD_T7.T7","50","47",33.62950,157.64000,0.03345,0.03680,10.31290,10.33277,0.00000,-0.02888 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK_T1.T1","299","295",-21.60000,2000.00000,0.00000,0.00000,9.43064,9.43064,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK_T2.T2","299","296",-8.86957,2000.00000,0.00000,0.00000,9.43064,9.43064,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK_T29.T29","299","297",-9.11140,65.26000,0.00609,0.06840,9.43064,9.42421,0.00000,-0.32194 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK_T3.L3","294","298",19.40870,2000.00000,0.00000,0.00000,9.43064,9.43064,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK_T3.M3","293","298",17.37391,2000.00000,0.00000,0.00000,9.43064,9.43064,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK_T3.T3","299","298",-36.78261,2000.00000,0.00000,0.00000,9.43064,9.43064,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK_T30.T30","297","299",8.87480,67.90000,0.00618,0.07920,9.42421,9.43064,0.00000,-0.37405 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK_T4.T4","299","292",-34.74783,2000.00000,0.00000,0.00000,9.43064,9.43064,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTK_T21.T21","689","681",-35.55560,68.64000,0.06784,0.03970,8.25573,8.21949,0.00000,0.20041 +"10-OCT-2022 15:00","10-OCT-2022 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12:33:14","ATI_T3.T3","179","176",-8.50000,2000.00000,0.00000,0.00000,9.69674,9.69674,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATI_T4.T4","179","175",-8.50000,2000.00000,0.00000,0.00000,9.69674,9.69674,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATI_TRK1.1","179","276",27.51882,369.76000,0.06858,0.00000,9.69674,9.73356,0.00000,0.17287 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATI_TRK2.1","179","276",27.51882,369.76000,0.06858,0.00000,9.69674,9.73356,0.00000,0.17287 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATI_WKM.1","179","288",151.47084,440.50000,0.98799,0.00000,9.69674,9.78554,0.00000,1.89137 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATU_DOB1.1","503","604",2.53835,70.00000,0.00960,0.00000,9.63514,9.68379,0.00000,0.01527 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATU_RFN_IGH1.1","503","523",-2.55210,68.00000,0.01375,0.00000,9.63514,9.56555,0.00000,0.02258 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATU_RFN_IGH1.2","512","523",4.32168,68.00000,0.01658,0.00000,9.51620,9.56555,0.00000,0.02734 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI_BEN1.1","624","638",13.70679,246.43000,0.01176,0.00000,8.43841,8.44347,0.00000,-0.01498 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI_BEN2.1","624","638",13.71750,246.43000,0.01176,0.00000,8.43841,8.44347,0.00000,-0.01496 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI_T1.T1","624","623",-35.00000,2000.00000,0.00000,0.00000,8.43841,8.43841,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI_T2.T2","624","622",-35.00000,2000.00000,0.00000,0.00000,8.43841,8.43841,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI_T3.T3","624","621",-35.00000,2000.00000,0.00000,0.00000,8.43841,8.43841,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI_T4.T4","624","620",-35.00000,2000.00000,0.00000,0.00000,8.43841,8.43841,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI_WTK.1","624","689",112.57571,626.83000,0.09290,0.00000,8.43841,8.45831,0.00000,0.72725 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BAL_GOR.1","693","710",-0.61290,62.00000,0.00602,0.00000,8.99803,8.85498,0.00000,0.01676 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BAL_HWB.1","693","696",-15.85029,62.00000,0.24441,0.00000,8.99803,8.78725,0.00000,0.57083 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BAL_HWB.2","696","716",-16.02197,62.00000,0.17168,0.00000,8.78725,8.64631,0.00000,0.37476 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BAL_MSG1.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.04233,9.04233,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BAL_MSG2.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.04233,9.04233,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BAL_T1.T1","693","692",8.09717,38.70000,0.01861,0.01730,8.99803,9.04233,0.00000,0.01698 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BAL_T2.T2","693","692",8.09829,38.70000,0.01855,0.01730,8.99803,9.04233,0.00000,0.01729 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BDE_EDN.1","695","704",18.67954,62.00000,0.08509,0.00000,8.98254,9.03822,0.00000,0.13555 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BDE_GOR.1","695","710",-27.19932,62.00000,0.22711,0.00000,8.98254,8.85498,0.00000,0.71480 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BDE_T1.T1","695","694",4.14116,20.80000,0.00546,0.01030,8.98254,9.00893,0.00000,-0.01635 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BDE_T2.T2","695","694",4.14116,19.98000,0.00551,0.01040,8.98254,9.00893,0.00000,-0.01701 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_HAY1.1","637","463",251.52660,780.00000,6.00699,1.50000,8.44347,8.94398,0.00000,29.37494 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_HAY2.1","636","464",252.35408,700.00000,6.19248,1.50000,8.44347,8.94398,0.00000,28.75254 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_OHB.1","638","666",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_OHC.1","638","671",-28.92571,614.00000,0.03472,0.00000,8.44347,8.43185,0.00000,0.02144 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T27.T27","638","626",0.00000,10.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T28.T28","638","636",253.10408,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T29.T29","638","625",0.00000,10.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T30.T30","638","637",252.27660,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T42.L42","629","634",77.58333,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T42.M42","631","634",77.58333,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T42.T42","638","634",-155.16667,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T44.L44","632","633",77.58333,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T44.M44","628","633",77.58333,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T44.T44","638","633",-155.16667,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T46.L46","627","635",77.58333,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T46.M46","630","635",77.58333,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_T46.T46","638","635",-155.16667,2000.00000,0.00000,0.00000,8.44347,8.44347,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN_TWZ.1","638","680",16.41108,493.00000,0.03736,0.00000,8.44347,8.45647,0.00000,-0.05132 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BLN_KIK.1","502","505",17.74366,65.35000,0.38966,0.00000,9.40288,9.68875,0.00000,0.64851 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BLN_KIK.2","502","516",-9.79628,68.00000,0.05262,0.00000,9.40288,9.39675,0.00000,-0.21736 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BLN_STK1.1","505","534",-16.92422,123.00000,0.12711,0.00000,9.68875,9.58556,0.00000,0.25743 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BLN_STK2.1","505","534",-17.04761,128.00000,0.12353,0.00000,9.68875,9.58556,0.00000,0.28114 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BLN_T1.T1","505","504",17.17165,61.00000,0.02146,0.05900,9.68875,9.71004,0.00000,-0.20778 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BLN_T2.T2","505","504",17.09259,61.00000,0.02122,0.05900,9.68875,9.71004,0.00000,-0.20747 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BLN_T3.T3","505","504",16.74189,79.60000,0.01941,0.02010,9.68875,9.71004,0.00000,-0.01357 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_HAM1.1","58","121",-30.46559,61.92000,1.18866,0.00000,10.67591,10.21506,0.00000,0.67505 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_MER.33","2016","2028",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_OTA1.1","58","104",-3.26680,76.05000,0.00940,0.00000,10.67591,10.57824,0.00000,0.10937 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_OTA1.2","82","104",47.49338,135.27000,0.14396,0.00000,10.49169,10.57824,0.00000,1.29399 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_OTA2.1","58","758",-6.19653,76.05000,0.01777,0.00000,10.67591,10.55306,0.00000,0.28576 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_OTA2.2","82","758",30.73643,135.27000,0.06472,0.00000,10.49169,10.55306,0.00000,0.60176 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_T2.T2","58","57",8.67850,38.70000,0.01250,0.03000,10.67591,10.70651,0.00000,-0.09473 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_T4.L4","2014","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_T4.M4","2020","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_T4.T4","2022","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_T5.L5","2015","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_T5.M5","2021","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB_T5.T5","2023","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_BRK1.1","377","329",124.63197,764.34000,0.70160,0.00000,9.11620,9.28554,0.00000,7.29567 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_BRK2.1","377","329",125.16033,713.00000,0.75940,0.00000,9.11620,9.28554,0.00000,7.07204 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_LTN2.1","377","385",-94.69748,764.39000,0.11222,0.00000,9.11620,9.08833,0.00000,0.80771 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_MHO1.1","376","389",11.92306,58.90000,0.12894,0.00000,9.11707,9.34148,0.00000,0.73556 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_MHO2.1","376","388",11.89471,58.90000,0.12842,0.00000,9.11707,9.34145,0.00000,0.73465 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_MTR1.1","376","769",33.27286,69.80000,1.18128,0.00000,9.11707,9.48836,0.00000,0.57283 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.1","377","487",-68.26054,390.47000,0.54612,0.00000,9.11620,8.98245,0.00000,2.07540 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.2","465","487",81.36763,390.42000,0.24259,0.00000,8.94398,8.98245,0.00000,0.47563 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_PRM_HAY1.3","484","487",-12.86449,291.58000,0.00056,0.00000,8.98284,8.98245,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.1","377","486",-68.01542,390.47000,0.54347,0.00000,9.11620,8.98233,0.00000,2.07538 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.2","465","486",81.13646,390.42000,0.24119,0.00000,8.94398,8.98233,0.00000,0.47243 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_PRM_HAY2.3","485","486",-12.87986,291.58000,0.00053,0.00000,8.98270,8.98233,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T10.T10","377","371",17.61343,105.80000,0.01909,0.02760,9.11620,9.14572,0.00000,0.04656 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T15.T15","377","372",0.14616,23.60000,0.00011,0.00910,9.11620,9.12309,0.00000,-0.04151 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T16.T16","377","373",0.14772,23.50000,0.00012,0.01220,9.11620,9.12390,0.00000,-0.05566 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T2.L2","812","375",0.00000,59.80000,0.00000,0.00000,9.11342,9.11096,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T2.M2","376","375",-28.11135,178.35000,0.00514,0.00000,9.11707,9.11096,0.00000,0.06232 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T2.T2","377","375",28.12951,224.20000,0.00361,0.02910,9.11620,9.11096,0.00000,-0.22256 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T3.L3","813","374",0.00000,59.80000,0.00000,0.00000,9.11341,9.11097,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T3.M3","376","374",-28.09857,178.34000,0.00514,0.00000,9.11707,9.11097,0.00000,0.06225 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T3.T3","377","374",28.11671,224.20000,0.00350,0.02930,9.11620,9.11097,0.00000,-0.22286 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_T9.T9","377","371",17.58216,101.56000,0.02006,0.01730,9.11620,9.14572,0.00000,0.08876 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_TKU1.1","377","409",50.39370,335.00000,0.61572,0.00000,9.11620,9.48098,0.00000,6.27254 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_TKU2.1","377","409",50.79208,335.00000,0.63335,0.00000,9.11620,9.48098,0.00000,6.26166 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_TNG1.1","377","416",23.74661,291.34000,0.11996,0.00000,9.11620,9.29561,0.00000,1.57264 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.1","377","382",-237.18588,764.00000,0.43482,0.00000,9.11620,9.08401,0.00000,1.83514 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.2","384","382",154.74871,764.00000,0.14948,0.00000,9.05972,9.08401,0.00000,1.20008 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_TWC_LTN1.3","421","382",82.65000,256.00000,0.06335,0.00000,9.06534,9.08401,0.00000,0.48368 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_TWF1.1","371","423",-12.84400,2000.00000,0.00000,0.00000,9.14572,9.14572,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_TWF2.1","371","423",-12.84400,2000.00000,0.00000,0.00000,9.14572,9.14572,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_WDV1.1","376","425",-10.22329,64.78000,0.03080,0.00000,9.11707,9.05183,0.00000,0.19310 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_WDV2.1","376","425",-10.22213,64.78000,0.03079,0.00000,9.11707,9.05183,0.00000,0.19310 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_WGN1.1","376","392",10.12859,80.34000,0.03926,0.00000,9.11707,9.15178,0.00000,-0.00387 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_WGN1.2","392","427",3.54062,80.34000,0.01207,0.00000,9.15178,9.18167,0.00000,-0.00251 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_WGN2.1","376","391",9.36425,80.34000,0.03645,0.00000,9.11707,9.15108,0.00000,-0.00755 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE_WGN2.2","391","427",4.37131,80.34000,0.01488,0.00000,9.15108,9.18167,0.00000,-0.00145 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRB_HPI1.1","12","22",-82.40187,370.08000,1.00382,0.00000,10.80108,10.53814,0.00000,5.41220 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRB_MDN.1","12","29",67.11062,476.31000,0.00831,0.00000,10.80108,10.80242,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRB_T2.T2","12","11",7.08042,75.00000,0.00512,0.03040,10.80108,10.80876,0.00000,-0.16477 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRB_T3.T3","12","11",7.17635,75.00000,0.00501,0.03090,10.80108,10.80876,0.00000,-0.16652 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRK_SFD1.1","329","358",77.86892,286.38000,0.82275,0.00000,9.28554,9.46836,0.00000,3.22281 +"10-OCT-2022 15:30","10-OCT-2022 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12:33:14","MAT_T2.T2","209","207",-30.00000,2000.00000,0.00000,0.00000,9.38760,9.38760,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MCH_MXT1.MXT1","2120","2119",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MCH_T1.T1","519","518",0.00335,7.51000,0.00000,0.00670,9.46721,9.47015,0.00000,-0.03172 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MCK_WIL1.1","469","493",29.20677,2000.00000,0.00000,0.00000,8.94328,8.94328,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MCK_WIL2.1","469","493",29.74423,2000.00000,0.00000,0.00000,8.94328,8.94328,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MDN_MPE1.1","28","30",33.50889,228.63000,0.09212,0.00000,10.81342,10.89529,0.00000,0.86991 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MDN_MPE2.1","28","30",33.52456,312.70000,0.12153,0.00000,10.81342,10.89529,0.00000,0.71033 +"10-OCT-2022 15:30","10-OCT-2022 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12:33:14","MGM_T2.T2","471","470",5.23158,27.09000,0.00903,0.01630,9.13894,9.17628,0.00000,-0.01852 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MGM_T3.T3","471","470",5.22073,27.09000,0.00898,0.01630,9.13894,9.17628,0.00000,-0.01852 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MGM_WDV1.1","471","425",-1.75758,149.00000,0.00601,0.00000,9.13894,9.05183,0.00000,0.04907 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHO_T1.T1","387","386",0.00000,2000.00000,0.00000,0.00000,9.36321,9.36321,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHO_T3.T3","389","387",11.77761,38.70000,0.01714,0.03300,9.34148,9.36321,0.00000,-0.10674 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHO_T4.T4","388","387",11.74679,39.60000,0.01727,0.03900,9.34145,9.36321,0.00000,-0.13561 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MKE_T1.T1","342","340",0.00000,2000.00000,0.00000,0.00000,9.67052,9.67052,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MKE_T2.T2","342","341",0.00000,2000.00000,0.00000,0.00000,9.67052,9.67052,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MLG_T1.T1","476","474",6.95306,33.68000,0.00994,0.01360,8.99631,9.02480,0.00000,-0.00716 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MLG_T2.T2","477","474",6.90135,32.68000,0.00987,0.01360,8.99805,9.02480,0.00000,-0.01360 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MLG_T3.T3","476","475",8.61898,65.16000,0.00913,0.05100,8.99631,9.00673,0.00000,-0.22585 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MLG_T4.T4","477","475",8.56824,65.16000,0.00910,0.05100,8.99805,9.00673,0.00000,-0.23348 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNG_OTA1.1","76","82",-60.23580,305.00000,0.03856,0.00000,10.50795,10.49169,0.00000,0.28716 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNG_OTA2.1","76","82",-60.20369,305.00000,0.03855,0.00000,10.50795,10.49169,0.00000,0.28695 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNG_ROS1.1","76","99",17.92633,105.00000,0.04977,0.00000,10.50795,10.59721,0.00000,0.53638 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNG_ROS2.1","76","99",17.90041,105.00000,0.04959,0.00000,10.50795,10.59721,0.00000,0.53618 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNG_T1.T1","76","75",40.24863,140.48000,0.05353,0.02950,10.50795,10.53075,0.00000,0.02168 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNG_T2.T2","76","75",40.25752,140.48000,0.05311,0.02950,10.50795,10.53075,0.00000,0.02398 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNI_MKE_SFD1.1","327","345",14.59734,105.15000,0.01319,0.00000,9.67879,9.67501,0.00000,-0.09136 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNI_MKE_SFD1.2","327","357",-14.70881,101.00000,0.11147,0.00000,9.67879,9.47153,0.00000,0.98487 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNI_MKE_SFD1.3","342","327",0.00000,114.00000,0.00000,0.00000,9.67052,9.67879,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNI_T3.T3","345","343",3.00103,37.53000,0.00248,0.02250,9.67501,9.68302,0.00000,-0.10893 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNI_T4.T4","345","344",7.02750,37.53000,0.01055,0.02250,9.67501,9.71094,0.00000,-0.03425 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MOK_T1.T1","212","211",-20.07691,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MOK_T11.T11","212","211",-16.07950,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MOK_T2.T2","212","210",-39.84359,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MOK_WKM.1","212","287",76.00000,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MST_T2.T2","479","478",14.70315,77.90000,0.01455,0.02060,9.18869,9.21080,0.00000,0.00073 +"10-OCT-2022 15:30","10-OCT-2022 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12:33:14","OHA_T4.T4","661","660",-41.56250,2000.00000,0.00000,0.00000,8.43959,8.43959,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHA_T5.T5","661","659",-41.56250,2000.00000,0.00000,0.00000,8.43959,8.43959,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHA_T6.T6","661","658",-41.56250,2000.00000,0.00000,0.00000,8.43959,8.43959,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHA_T7.T7","661","657",-41.56250,2000.00000,0.00000,0.00000,8.43959,8.43959,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHA_TWZ1.1","661","680",83.14820,382.00000,0.08116,0.00000,8.43959,8.45647,0.00000,0.35866 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHA_TWZ2.1","661","680",83.10180,382.00000,0.08107,0.00000,8.43959,8.45647,0.00000,0.35866 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHB_T10.T10","666","664",-37.50000,2000.00000,0.00000,0.00000,8.44886,8.44886,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHB_T11.T11","666","662",-37.50000,2000.00000,0.00000,0.00000,8.44886,8.44886,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHB_T8.T8","666","665",-37.50000,2000.00000,0.00000,0.00000,8.44886,8.44886,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHB_T9.T9","666","663",-37.50000,2000.00000,0.00000,0.00000,8.44886,8.44886,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHB_TWZ.1","666","680",150.00000,764.00000,0.05851,0.00000,8.44886,8.45647,0.00000,0.32337 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHC_T12.T12","671","670",-45.06250,2000.00000,0.00000,0.00000,8.43185,8.43185,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHC_T13.T13","671","669",-45.06250,2000.00000,0.00000,0.00000,8.43185,8.43185,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHC_T14.T14","671","668",-45.06250,2000.00000,0.00000,0.00000,8.43185,8.43185,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHC_T15.T15","671","667",-45.06250,2000.00000,0.00000,0.00000,8.43185,8.43185,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHC_TWZ.1","671","680",151.32429,764.00000,0.19710,0.00000,8.43185,8.45647,0.00000,1.02902 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHK_T1.T1","235","234",-17.25000,2000.00000,0.00000,0.00000,9.67145,9.67145,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHK_T2.T2","235","233",-17.25000,2000.00000,0.00000,0.00000,9.67145,9.67145,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHK_T3.T3","235","232",-17.25000,2000.00000,0.00000,0.00000,9.67145,9.67145,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHK_T4.T4","235","231",-17.25000,2000.00000,0.00000,0.00000,9.67145,9.67145,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHK_WRK.1","235","299",-72.81487,409.25000,0.24824,0.00000,9.67145,9.65557,0.00000,-0.62235 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHW_OTA1.1","147","84",170.19537,671.00000,1.99868,0.00000,10.26559,10.44638,0.00000,4.94522 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHW_OTA2.1","147","83",169.42813,671.00000,1.98888,0.00000,10.26559,10.44617,0.00000,4.90966 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHW_WKM1.1","147","288",-266.55493,671.00000,7.84516,0.00000,10.26559,9.78554,0.00000,23.71185 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKE_OWH.1","236","251",-29.28377,69.00000,0.10773,0.00000,9.77818,9.79351,0.00000,-0.75114 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKE_TMI.1","236","269",27.86935,77.36000,0.30609,0.00000,9.77818,9.89821,0.00000,0.15769 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKE_TRK.1","236","275",1.30670,77.36000,0.00345,0.00000,9.77818,9.76201,0.00000,-0.02743 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI_T1.T1","245","242",-19.29100,2000.00000,0.00000,0.00000,9.63259,9.63259,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI_T11.H11","242","243",0.20900,2000.00000,0.00000,0.00000,9.63259,9.63259,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI_T11.L11","238","243",0.00000,2000.00000,0.00000,0.00000,9.63259,9.63259,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI_T11.M11","240","243",-0.20900,2000.00000,0.00000,0.00000,9.63259,9.63259,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI_T12.L12","237","244",0.00000,2000.00000,0.00000,0.00000,9.63259,9.63259,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI_T12.M12","239","244",-0.20900,2000.00000,0.00000,0.00000,9.63259,9.63259,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI_T12.T12","241","244",0.20900,2000.00000,0.00000,0.00000,9.63259,9.63259,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI_T2.T2","245","241",-19.29100,2000.00000,0.00000,0.00000,9.63259,9.63259,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 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12:33:14","OTA_PEN6.1","85","96",194.73031,492.00000,0.50124,0.00000,10.44858,10.50900,0.00000,3.24854 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA_ROS1.1","82","99",18.23262,87.26000,0.08972,0.00000,10.49169,10.59721,0.00000,0.48659 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA_ROS2.1","82","99",18.42219,87.26000,0.09125,0.00000,10.49169,10.59721,0.00000,0.48849 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA_SWN.1","84","43",201.04143,915.00000,0.17448,0.00000,10.44638,10.46221,0.00000,0.67879 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA_T13.T13","84","79",20.81598,91.96000,0.02833,0.01730,10.44638,10.47440,0.00000,0.05275 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA_T14.T14","84","79",20.81598,91.96000,0.02833,0.01730,10.44638,10.47440,0.00000,0.05275 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA_T3.L3","795","81",0.00000,94.60000,0.00000,0.00000,10.48277,10.48629,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 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12:33:14","TRC_T2.L2","154","156",-10.29734,2000.00000,0.00000,0.00000,10.26306,10.26306,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRC_T2.M2","153","156",15.00000,2000.00000,0.00000,0.00000,10.26306,10.26306,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRC_T2.T2","155","156",-4.70266,2000.00000,0.00000,0.00000,10.26306,10.26306,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRC_TWH1.1","155","159",4.71569,2000.00000,0.00000,0.00000,10.26306,10.26306,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRC_TWH2.1","155","159",4.68963,9999.00000,0.00000,0.00000,10.26306,10.26306,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRH_TWC1.1","417","420",27.00000,2000.00000,0.00000,0.00000,9.06534,9.06534,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRK_T2.L2","807","274",0.00000,12.00000,0.00000,0.00000,9.76087,9.76157,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 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12:33:14","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,9.26321,9.26321,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,9.26321,9.26321,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,9.26321,9.26321,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,9.26321,9.26321,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI_T6.T6","312","306",-9.00000,2000.00000,0.00000,0.00000,9.26321,9.26321,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI_T7.T7","312","305",-9.00000,2000.00000,0.00000,0.00000,9.26321,9.26321,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUK_TWH1.1","158","159",18.44500,2000.00000,0.00000,0.00000,10.26306,10.26306,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUR_T1.T1","419","418",-87.00000,9999.00000,0.00000,0.00000,9.05972,9.05972,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWC_T1.T1","421","420",-41.32500,2000.00000,0.00000,0.00000,9.06534,9.06534,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWC_T2.T2","421","420",-41.32500,2000.00000,0.00000,0.00000,9.06534,9.06534,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWH_T1.T1","160","159",16.50171,135.94000,0.00872,0.03920,10.25764,10.26306,0.00000,-0.20127 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWH_T2.T2","160","159",16.45887,135.94000,0.00865,0.03920,10.25764,10.26306,0.00000,-0.20104 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWZ_T18.T18","679","680",-1.57508,27.40000,0.00074,0.03560,8.46044,8.45647,0.00000,-0.15059 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWZ_T19.T19","679","680",-1.57500,27.40000,0.00074,0.03560,8.46044,8.45647,0.00000,-0.15060 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","UHT_T1.T1","491","490",7.81111,53.46000,0.00615,0.05150,8.95672,8.98631,0.00000,-0.14347 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","UHT_T2.T2","491","490",7.81338,53.46000,0.00614,0.04690,8.95672,8.98631,0.00000,-0.12272 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,9.31737,9.31737,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAA_T2.T2","364","363",-4.70588,2000.00000,0.00000,0.00000,9.31737,9.31737,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAA_T3.T3","364","361",-6.58824,2000.00000,0.00000,0.00000,9.31737,9.31737,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAA_T4.T4","364","363",-4.70588,2000.00000,0.00000,0.00000,9.31737,9.31737,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,9.31737,9.31737,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAI_T1.T1","277","279",-4.24737,10.00000,0.01369,0.02790,9.86746,9.80018,0.00000,-0.06230 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAI_T2.T2","277","279",-4.28417,12.30000,0.01341,0.03760,9.86746,9.80018,0.00000,-0.10754 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAI_T5.T5","278","277",-0.66964,4.50000,0.00059,0.00410,9.90184,9.86746,0.00000,-0.01169 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WDV_T1.T1","425","424",0.77108,4.50000,0.00038,0.00590,9.05183,9.06457,0.00000,-0.02356 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WDV_T2.T2","425","424",0.78455,4.50000,0.00040,0.00580,9.05183,9.06457,0.00000,-0.02309 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WEL_T1.T1","45","44",10.99547,40.50000,0.02048,0.05010,10.98268,11.01488,0.00000,-0.21166 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WEL_T2.T2","46","44",11.15565,39.00000,0.01864,0.03790,10.98224,11.01488,0.00000,-0.12932 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WGN_T1.T1","427","426",13.00579,39.60000,0.02385,0.02750,9.18167,9.22402,0.00000,0.03860 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WGN_T2.T2","427","426",8.20276,24.01000,0.01435,0.03920,9.18167,9.22402,0.00000,-0.07327 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WGN_WVY1.1","427","366",-13.44920,165.05000,0.09228,0.00000,9.18167,9.11543,0.00000,0.02178 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI_T1.T1","319","313",23.48086,73.29000,0.02836,0.03000,9.71342,9.73143,0.00000,-0.07259 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI_T2.T2","319","314",28.18506,73.29000,0.04506,0.03000,9.71342,9.74632,0.00000,0.09785 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI_T3.T3","319","315",8.45762,67.00000,0.00312,0.03400,9.71342,9.71701,0.00000,-0.16519 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,9.71342,9.71342,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,9.71342,9.71342,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,9.71342,9.71342,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI_WRK1.1","319","299",-60.28279,582.67000,0.30304,0.00000,9.71342,9.65557,0.00000,0.27204 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHU_T1.T1","162","161",12.11920,103.30000,0.00635,0.02100,10.54986,10.56079,0.00000,-0.07815 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHU_T3.T3","162","161",12.10054,75.49000,0.00573,0.02030,10.54986,10.56079,0.00000,-0.07130 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHU_WKO1.1","162","164",26.22920,123.00000,0.10758,0.00000,10.54986,10.64117,0.00000,0.62520 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHU_WKO2.1","162","164",26.18599,123.00000,0.10739,0.00000,10.54986,10.64117,0.00000,0.62424 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL_T3.T3","496","493",-15.38941,92.03000,0.00383,0.04750,8.94992,8.94328,0.00000,-0.17858 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL_T5.T5","496","493",-15.39009,92.03000,0.00382,0.04750,8.94992,8.94328,0.00000,-0.17856 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL_T8.L8","814","494",0.00000,72.00000,0.00000,0.00000,8.94190,8.94335,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL_T8.M8","495","494",-31.82950,306.20000,0.00498,0.00000,8.94534,8.94335,0.00000,0.00948 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL_T8.T8","496","494",31.85875,306.20000,0.00280,0.05290,8.94992,8.94335,0.00000,-0.35378 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIR_T1.T1","104","103",44.03583,120.03000,0.07368,0.09360,10.57824,10.61091,0.00000,-0.16831 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIR_T2.T2","758","103",24.45593,115.00000,0.04903,0.03850,10.55306,10.61091,0.00000,0.24292 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_T1.T1","288","281",-21.00000,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_T2.T2","288","282",-21.00000,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_T3.T3","288","283",-21.00000,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_T4.T4","288","284",-21.00000,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_T8.L8","285","286",-8.75300,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_T8.M8","287","286",47.67064,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_T8.T8","288","286",-38.91764,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_T9.T9","288","287",-28.32936,2000.00000,0.00000,0.00000,9.78554,9.78554,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_TIE1.1","288","289",111.21422,1104.00000,0.00440,0.00000,9.78554,9.78665,0.00000,0.04029 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_TIE2.1","288","289",112.06344,1104.00000,0.00444,0.00000,9.78554,9.78665,0.00000,0.04060 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM_WRK1.1","289","299",-243.99040,952.63000,1.13575,0.00000,9.78665,9.65557,0.00000,10.43383 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKO_T1.T1","164","163",6.86255,41.15000,0.00759,0.03230,10.64117,10.66342,0.00000,-0.13635 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKO_T2.T2","164","163",14.22383,54.05000,0.01224,0.02880,10.64117,10.66342,0.00000,-0.06055 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPA_T1.T1","291","290",-33.00000,2000.00000,0.00000,0.00000,9.74675,9.74675,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPP_T1.T1","367","368",-69.01700,9999.00000,0.00000,0.00000,9.11543,9.11543,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPP_WVY1.1","367","366",69.01700,9999.00000,0.00000,0.00000,9.11543,9.11543,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPR_T12.T12","557","555",16.48305,110.60000,0.00783,0.04080,9.07866,9.08083,0.00000,-0.20287 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPR_T13.T13","556","555",16.46984,110.60000,0.00781,0.04080,9.07918,9.08083,0.00000,-0.20711 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPR_T3.T3","555","554",3.87721,13.60000,0.00721,0.01000,9.08083,9.10863,0.00000,-0.02452 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPW_T1.T1","431","429",12.73861,26.23000,0.04317,0.04000,9.50638,9.56195,0.00000,-0.04372 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPW_T2.T2","2097","429",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPW_T33.T33","429","428",2.06992,10.00000,0.00223,0.00720,9.56195,9.58431,0.00000,-0.02207 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRD_T1.T1","49","47",20.67908,80.00000,0.00000,0.00000,10.57877,10.57942,0.00000,0.00669 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRD_T2.T2","48","782",0.00000,80.00000,0.00000,0.00000,10.57866,10.57866,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRD_T3.T3","755","47",20.16524,80.00000,0.00000,0.00000,10.57880,10.57942,0.00000,0.00620 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRD_T7.T7","50","47",33.74979,157.64000,0.03370,0.03680,10.55909,10.57942,0.00000,-0.02987 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK_T1.T1","299","295",-21.60000,2000.00000,0.00000,0.00000,9.65557,9.65557,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK_T2.T2","299","296",-8.86957,2000.00000,0.00000,0.00000,9.65557,9.65557,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 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12:33:14","ATI_T3.T3","179","176",-12.75000,2000.00000,0.00000,0.00000,10.03743,10.03743,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATI_T4.T4","179","175",-12.75000,2000.00000,0.00000,0.00000,10.03743,10.03743,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATI_TRK1.1","179","276",29.10139,369.76000,0.07253,0.00000,10.03743,10.07563,0.00000,0.19041 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATI_TRK2.1","179","276",29.10139,369.76000,0.07253,0.00000,10.03743,10.07563,0.00000,0.19041 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATI_WKM.1","179","288",161.65126,440.50000,1.14943,0.00000,10.03743,10.12680,0.00000,1.40326 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATU_DOB1.1","503","604",2.38584,70.00000,0.00902,0.00000,10.15954,10.21098,0.00000,0.01531 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATU_RFN_IGH1.1","503","523",-2.39876,68.00000,0.01292,0.00000,10.15954,10.08595,0.00000,0.02263 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATU_RFN_IGH1.2","512","523",4.02018,68.00000,0.01542,0.00000,10.03376,10.08595,0.00000,0.02712 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI_BEN1.1","624","638",10.05431,246.43000,0.00863,0.00000,8.90268,8.90802,0.00000,-0.01159 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI_BEN2.1","624","638",10.06216,246.43000,0.00863,0.00000,8.90268,8.90802,0.00000,-0.01158 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI_T1.T1","624","623",-34.48525,2000.00000,0.00000,0.00000,8.90268,8.90268,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI_T2.T2","624","622",-34.48525,2000.00000,0.00000,0.00000,8.90268,8.90268,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI_T3.T3","624","621",-34.48525,2000.00000,0.00000,0.00000,8.90268,8.90268,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI_T4.T4","624","620",-34.48525,2000.00000,0.00000,0.00000,8.90268,8.90268,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI_WTK.1","624","689",117.82453,626.83000,0.10428,0.00000,8.90268,8.92367,0.00000,0.77158 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BAL_GOR.1","693","710",-1.44376,62.00000,0.01418,0.00000,9.49309,9.34216,0.00000,0.04166 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BAL_HWB.1","693","696",-16.28662,62.00000,0.25632,0.00000,9.49309,9.27071,0.00000,0.59421 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BAL_HWB.2","696","716",-16.46666,62.00000,0.18004,0.00000,9.27071,9.12202,0.00000,0.38966 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BAL_MSG1.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.53983,9.53983,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BAL_MSG2.1","692","733",0.00000,2000.00000,0.00000,0.00000,9.53983,9.53983,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BAL_T1.T1","693","692",8.72069,38.70000,0.02167,0.01730,9.49309,9.53983,0.00000,0.01789 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BAL_T2.T2","693","692",8.72189,38.70000,0.02160,0.01730,9.49309,9.53983,0.00000,0.01827 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BDE_EDN.1","695","704",18.68144,62.00000,0.08510,0.00000,9.47675,9.53549,0.00000,0.14300 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BDE_GOR.1","695","710",-26.61955,62.00000,0.21812,0.00000,9.47675,9.34216,0.00000,0.75771 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BDE_T1.T1","695","694",3.85482,20.80000,0.00460,0.01030,9.47675,9.50459,0.00000,-0.01717 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BDE_T2.T2","695","694",3.85482,19.98000,0.00469,0.01040,9.47675,9.50459,0.00000,-0.01803 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_HAY1.1","637","463",251.52660,780.00000,6.00699,1.50000,8.90802,9.43607,0.00000,30.99111 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_HAY2.1","636","464",228.16622,700.00000,4.83890,1.50000,8.90802,9.43607,0.00000,30.33447 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_OHB.1","638","666",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_OHC.1","638","671",-23.44591,614.00000,0.02814,0.00000,8.90802,8.89576,0.00000,0.01833 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T27.T27","638","626",0.00000,10.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T28.T28","638","636",228.91622,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T29.T29","638","625",0.00000,10.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T30.T30","638","637",252.27660,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T42.L42","629","634",76.44233,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T42.M42","631","634",76.44233,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T42.T42","638","634",-152.88467,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T44.L44","632","633",76.44233,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T44.M44","628","633",76.44233,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T44.T44","638","633",-152.88467,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T46.L46","627","635",76.44233,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T46.M46","630","635",76.44233,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_T46.T46","638","635",-152.88467,2000.00000,0.00000,0.00000,8.90802,8.90802,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN_TWZ.1","638","680",20.97817,493.00000,0.04776,0.00000,8.90802,8.92173,0.00000,-0.06921 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BLN_KIK.1","502","505",18.19182,65.35000,0.40633,0.00000,10.00000,10.25260,0.00000,0.21466 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BLN_KIK.2","502","516",-9.85660,68.00000,0.05294,0.00000,10.00000,9.90733,0.00000,0.19197 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BLN_STK1.1","505","534",-17.18550,123.00000,0.12908,0.00000,10.25260,10.12218,0.00000,0.45895 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BLN_STK2.1","505","534",-17.31080,128.00000,0.12544,0.00000,10.25260,10.12218,0.00000,0.48576 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BLN_T1.T1","505","504",17.49218,61.00000,0.02212,0.05900,10.25260,10.27513,0.00000,-0.21966 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BLN_T2.T2","505","504",17.41164,61.00000,0.02188,0.05900,10.25260,10.27513,0.00000,-0.21933 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BLN_T3.T3","505","504",17.05440,79.60000,0.02018,0.02010,10.25260,10.27513,0.00000,-0.01478 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_HAM1.1","58","121",-29.82101,61.92000,1.14593,0.00000,11.06801,10.58752,0.00000,0.82284 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_MER.33","2016","2028",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_OTA1.1","58","104",-3.95026,76.05000,0.01136,0.00000,11.06801,10.96747,0.00000,0.13570 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_OTA1.2","82","104",47.86953,135.27000,0.14665,0.00000,10.87786,10.96747,0.00000,1.34065 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_OTA2.1","58","758",-6.86003,76.05000,0.01967,0.00000,11.06801,10.94137,0.00000,0.32554 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_OTA2.2","82","758",31.22909,135.27000,0.06675,0.00000,10.87786,10.94137,0.00000,0.62643 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_T2.T2","58","57",8.90314,38.70000,0.01314,0.03000,11.06801,11.09974,0.00000,-0.09821 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_T4.L4","2014","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_T4.M4","2020","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_T4.T4","2022","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_T5.L5","2015","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_T5.M5","2021","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB_T5.T5","2023","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_BRK1.1","377","329",121.76329,764.34000,0.65079,0.00000,9.61513,9.77774,0.00000,6.71793 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_BRK2.1","377","329",122.27949,713.00000,0.71169,0.00000,9.61513,9.77774,0.00000,6.46217 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_LTN2.1","377","385",-86.45240,764.39000,0.10245,0.00000,9.61513,9.58616,0.00000,0.75972 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_MHO1.1","376","389",12.19607,58.90000,0.13550,0.00000,9.59621,9.83241,0.00000,0.77424 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_MHO2.1","376","388",12.16704,58.90000,0.13497,0.00000,9.59621,9.83238,0.00000,0.77324 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_MTR1.1","376","769",32.41384,69.80000,1.12827,0.00000,9.59621,9.99727,0.00000,0.86021 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.1","377","487",-62.42983,390.47000,0.41786,0.00000,9.61513,9.47609,0.00000,2.33151 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.2","465","487",76.08795,390.42000,0.20883,0.00000,9.43607,9.47609,0.00000,0.53301 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_PRM_HAY1.3","484","487",-13.44928,291.58000,0.00059,0.00000,9.47650,9.47609,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.1","377","486",-62.20617,390.47000,0.41503,0.00000,9.61513,9.47595,0.00000,2.33364 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.2","465","486",75.87429,390.42000,0.20753,0.00000,9.43607,9.47595,0.00000,0.52998 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_PRM_HAY2.3","485","486",-13.46059,291.58000,0.00055,0.00000,9.47635,9.47595,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T10.T10","377","371",18.32988,105.80000,0.02143,0.02760,9.61513,9.64628,0.00000,0.04898 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T15.T15","377","372",0.11013,23.60000,0.00008,0.00910,9.61513,9.62240,0.00000,-0.04378 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T16.T16","377","373",0.11169,23.50000,0.00009,0.01220,9.61513,9.62326,0.00000,-0.05870 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T2.L2","812","375",0.00000,59.80000,0.00000,0.00000,9.58576,9.58835,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T2.M2","376","375",-28.46854,178.35000,0.00537,0.00000,9.59621,9.58835,0.00000,0.08617 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T2.T2","377","375",28.48674,224.20000,0.00365,0.02910,9.61513,9.58835,0.00000,-0.53855 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T3.L3","813","374",0.00000,59.80000,0.00000,0.00000,9.58580,9.58836,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T3.M3","376","374",-28.45559,178.34000,0.00536,0.00000,9.59621,9.58836,0.00000,0.08597 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T3.T3","377","374",28.47378,224.20000,0.00354,0.02930,9.61513,9.58836,0.00000,-0.53861 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_T9.T9","377","371",18.29734,101.56000,0.02234,0.01730,9.61513,9.64628,0.00000,0.09374 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_TKU1.1","377","409",42.28691,335.00000,0.46124,0.00000,9.61513,9.76079,0.00000,0.82869 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_TKU2.1","377","409",42.62121,335.00000,0.46411,0.00000,9.61513,9.76079,0.00000,0.83903 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_TNG1.1","377","416",15.07717,291.34000,0.07617,0.00000,9.61513,9.74253,0.00000,0.58938 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.1","377","382",-228.15587,764.00000,0.40902,0.00000,9.61513,9.58142,0.00000,1.87972 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.2","384","382",145.69932,764.00000,0.13009,0.00000,9.55599,9.58142,0.00000,1.22944 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_TWC_LTN1.3","421","382",82.65000,256.00000,0.06335,0.00000,9.56173,9.58142,0.00000,0.51017 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_TWF1.1","371","423",-12.84400,2000.00000,0.00000,0.00000,9.64628,9.64628,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_TWF2.1","371","423",-12.84400,2000.00000,0.00000,0.00000,9.64628,9.64628,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_WDV1.1","376","425",-9.06390,64.78000,0.02152,0.00000,9.59621,9.59761,0.00000,-0.10958 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_WDV2.1","376","425",-9.06287,64.78000,0.02152,0.00000,9.59621,9.59761,0.00000,-0.10958 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_WGN1.1","376","392",9.49042,80.34000,0.03679,0.00000,9.59621,9.61218,0.00000,-0.10105 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_WGN1.2","392","427",2.92739,80.34000,0.00998,0.00000,9.61218,9.62549,0.00000,-0.02855 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_WGN2.1","376","391",8.72978,80.34000,0.03398,0.00000,9.59621,9.61139,0.00000,-0.09706 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE_WGN2.2","391","427",3.75592,80.34000,0.01278,0.00000,9.61139,9.62549,0.00000,-0.03505 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BRB_HPI1.1","12","22",-84.75648,370.08000,1.06114,0.00000,11.19883,10.92621,0.00000,5.61150 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BRB_MDN.1","12","29",69.24079,476.31000,0.00865,0.00000,11.19883,11.20479,0.00000,0.15795 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BRB_T2.T2","12","11",7.16342,75.00000,0.00518,0.03040,11.19883,11.20679,0.00000,-0.17084 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BRB_T3.T3","12","11",7.26047,75.00000,0.00507,0.03090,11.19883,11.20679,0.00000,-0.17265 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BRK_SFD1.1","329","358",75.79768,286.38000,0.78572,0.00000,9.77774,9.94976,0.00000,2.61071 +"10-OCT-2022 16:00","10-OCT-2022 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12:33:14","UHT_T1.T1","491","490",7.97312,53.46000,0.00668,0.05150,9.45256,9.48378,0.00000,-0.15141 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","UHT_T2.T2","491","490",7.97544,53.46000,0.00667,0.04690,9.45256,9.48378,0.00000,-0.12951 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,9.83530,9.83530,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WAA_T2.T2","364","363",-4.70588,2000.00000,0.00000,0.00000,9.83530,9.83530,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WAA_T3.T3","364","361",-6.58824,2000.00000,0.00000,0.00000,9.83530,9.83530,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WAA_T4.T4","364","363",-4.70588,2000.00000,0.00000,0.00000,9.83530,9.83530,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,9.83530,9.83530,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 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12:33:14","WGN_T1.T1","427","426",12.88751,39.60000,0.02328,0.02750,9.62549,9.66989,0.00000,0.04057 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WGN_T2.T2","427","426",8.12816,24.01000,0.01403,0.03920,9.62549,9.66989,0.00000,-0.07692 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WGN_WVY1.1","427","366",-14.48788,165.05000,0.09941,0.00000,9.62549,9.50006,0.00000,0.43017 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHI_T1.T1","319","313",23.48086,73.29000,0.02836,0.03000,10.05805,10.07669,0.00000,-0.07517 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHI_T2.T2","319","314",28.18506,73.29000,0.04506,0.03000,10.05805,10.09212,0.00000,0.10132 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHI_T3.T3","319","315",8.45762,67.00000,0.00312,0.03400,10.05805,10.06176,0.00000,-0.17105 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,10.05805,10.05805,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,10.05805,10.05805,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,10.05805,10.05805,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHI_WRK1.1","319","299",-60.46856,582.67000,0.30397,0.00000,10.05805,9.99814,0.00000,0.28256 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHU_T1.T1","162","161",12.24993,103.30000,0.00642,0.02100,11.00944,11.02085,0.00000,-0.08118 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHU_T3.T3","162","161",12.23107,75.49000,0.00593,0.02030,11.00944,11.02085,0.00000,-0.07477 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHU_WKO1.1","162","164",27.25228,123.00000,0.11636,0.00000,11.00944,11.10473,0.00000,0.65248 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHU_WKO2.1","162","164",27.20738,123.00000,0.11617,0.00000,11.00944,11.10473,0.00000,0.65140 +"10-OCT-2022 16:00","10-OCT-2022 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12:49:02","BAL_T2.T2","693","692",9.23745,38.70000,0.02412,0.01730,9.63425,9.68168,0.00000,0.00309 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BDE_EDN.1","695","704",17.80961,62.00000,0.07880,0.00000,9.53842,9.58932,0.00000,0.01256 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BDE_GOR.1","695","710",-19.34926,62.00000,0.10972,0.00000,9.53842,9.47678,0.00000,0.01219 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BDE_T1.T1","695","694",0.70979,20.80000,0.00049,0.01030,9.53842,9.54493,0.00000,-0.00820 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BDE_T2.T2","695","694",0.70979,19.98000,0.00047,0.01040,9.53842,9.54493,0.00000,-0.00826 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_HAY1.1","637","463",236.63778,780.00000,5.46417,1.50000,9.04217,9.38621,0.00000,1.33712 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_HAY2.1","636","464",225.72900,700.00000,4.70252,1.50000,9.04217,9.38621,0.00000,1.62012 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_OHB.1","638","666",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_OHC.1","638","671",-23.32548,614.00000,0.02799,0.00000,9.04217,9.02973,0.00000,0.00309 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T27.T27","638","626",0.00000,10.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T28.T28","638","636",226.47900,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T29.T29","638","625",0.00000,10.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T30.T30","638","637",237.38778,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T42.L42","629","634",73.83450,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T42.M42","631","634",73.83450,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T42.T42","638","634",-147.66900,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T44.L44","632","633",73.83450,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T44.M44","628","633",73.83450,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T44.T44","638","633",-147.66900,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T46.L46","627","635",73.83450,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN_T46.M46","630","635",73.83450,2000.00000,0.00000,0.00000,9.04217,9.04217,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 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12:49:02","BLN_T2.T2","505","504",14.87087,61.00000,0.01664,0.05900,10.38442,10.40725,0.00000,-0.03732 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BLN_T3.T3","505","504",14.56576,79.60000,0.01405,0.02010,10.38442,10.40725,0.00000,-0.00192 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_HAM1.1","58","121",-32.87274,61.92000,1.40297,0.00000,10.98638,10.43744,0.00000,0.21931 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_MER.33","2016","2028",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_OTA1.1","58","104",-0.36772,76.05000,0.00106,0.00000,10.98638,10.85590,0.00000,0.00303 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_OTA1.2","82","104",44.55851,127.46000,0.12652,0.00000,10.76609,10.85590,0.00000,0.21901 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_OTA2.1","58","758",-3.29356,76.05000,0.00944,0.00000,10.98638,10.83161,0.00000,0.03383 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_OTA2.2","82","758",27.81447,127.46000,0.05300,0.00000,10.76609,10.83161,0.00000,0.10402 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_T2.T2","58","57",7.52053,38.70000,0.00919,0.03000,10.98638,11.01787,0.00000,-0.01625 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_T4.L4","2014","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_T4.M4","2020","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_T4.T4","2022","2013",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_T5.L5","2015","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_T5.M5","2021","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB_T5.T5","2023","2012",0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_BRK1.1","377","329",121.78224,764.34000,0.65112,0.00000,9.50156,9.66216,0.00000,1.10551 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_BRK2.1","377","329",122.29853,713.00000,0.71200,0.00000,9.50156,9.66216,0.00000,1.06340 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_LTN2.1","377","385",-80.38980,764.39000,0.09526,0.00000,9.50156,9.48264,0.00000,0.05133 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_MHO1.1","376","389",12.62485,58.90000,0.14579,0.00000,9.49278,9.72643,0.00000,0.12766 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_MHO2.1","376","388",12.59473,58.90000,0.14525,0.00000,9.49278,9.72641,0.00000,0.12748 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_MTR1.1","376","769",32.58958,69.80000,1.13912,0.00000,9.49278,9.88110,0.00000,0.11662 +"10-OCT-2022 12:50","10-OCT-2022 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12:49:02","BPE_T15.T15","377","372",0.00455,23.60000,0.00000,0.00910,9.50156,9.50875,0.00000,-0.00721 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_T16.T16","377","373",0.00611,23.50000,0.00001,0.01220,9.50156,9.50960,0.00000,-0.00967 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_T2.L2","812","375",0.00000,59.80000,0.00000,0.00000,9.48802,9.49058,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_T2.M2","376","375",-24.38732,178.35000,0.00353,0.00000,9.49278,9.49058,0.00000,0.00168 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_T2.T2","377","375",24.40500,224.20000,0.00313,0.02910,9.50156,9.49058,0.00000,-0.04783 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_T3.L3","813","374",0.00000,59.80000,0.00000,0.00000,9.48805,9.49059,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_T3.M3","376","374",-24.37622,178.34000,0.00353,0.00000,9.49278,9.49059,0.00000,0.00166 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_T3.T3","377","374",24.39390,224.20000,0.00303,0.02930,9.50156,9.49059,0.00000,-0.04789 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_T9.T9","377","371",16.16549,101.56000,0.01554,0.01730,9.50156,9.53234,0.00000,0.01538 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_TKU1.1","377","409",44.24417,335.00000,0.48259,0.00000,9.50156,9.65478,0.00000,0.17663 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_TKU2.1","377","409",44.59393,335.00000,0.48559,0.00000,9.50156,9.65478,0.00000,0.17868 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_TNG1.1","377","416",17.58248,291.34000,0.08882,0.00000,9.50156,9.61366,0.00000,0.09309 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_TWC_LTN1.1","377","382",-240.85521,764.00000,0.44530,0.00000,9.50156,9.47380,0.00000,0.20463 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_TWC_LTN1.2","384","382",151.33529,764.00000,0.14216,0.00000,9.45302,9.47380,0.00000,0.14987 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_TWC_LTN1.3","421","382",89.74000,256.00000,0.07792,0.00000,9.45433,9.47380,0.00000,0.08407 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_TWF1.1","371","423",-15.25500,2000.00000,0.00000,0.00000,9.53234,9.53234,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_TWF2.1","371","423",-15.25500,2000.00000,0.00000,0.00000,9.53234,9.53234,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_WDV1.1","376","425",-18.36952,64.78000,0.11394,0.00000,9.49278,9.43250,0.00000,0.00214 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_WDV2.1","376","425",-18.36744,64.78000,0.11393,0.00000,9.49278,9.43250,0.00000,0.00214 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_WGN1.1","376","392",14.11094,80.34000,0.08624,0.00000,9.49278,9.63533,0.00000,0.09839 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE_WGN1.2","392","427",7.56381,80.34000,0.02579,0.00000,9.63533,9.65156,0.00000,-0.01051 +"10-OCT-2022 12:50","10-OCT-2022 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12:33:14","177",12.750,0.000,9.909,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","178",12.750,0.000,9.909,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","179",0.000,0.429,9.909,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","18",0.000,0.000,10.776,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","181",0.000,29.912,9.917,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","182",0.000,0.000,9.894,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","183",0.000,0.000,9.845,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","184",0.000,0.000,9.894,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","185",0.000,0.000,10.060,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","186",107.000,0.000,9.743,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","187",0.000,0.000,9.743,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","188",0.000,19.000,9.737,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","19",0.000,0.000,10.764,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","190",0.000,0.000,9.809,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","191",0.000,15.851,9.788,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","192",0.000,0.000,9.750,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","193",0.000,0.000,9.743,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","194",0.000,0.000,9.804,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","195",22.000,0.000,10.079,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","196",0.000,0.000,10.079,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","199",0.000,18.164,10.066,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","20",0.000,72.145,10.856,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","200",0.000,0.000,10.040,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2001",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2002",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2003",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2004",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2005",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2006",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2007",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2008",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2009",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","201",0.000,0.000,10.039,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2010",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2011",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2012",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2013",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2014",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2015",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2016",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2017",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2018",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2019",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","202",0.000,0.000,10.043,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2020",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2021",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2022",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","2023",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 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12:33:14","181",0.000,29.547,9.596,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","182",0.000,0.000,9.573,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","183",0.000,0.000,9.489,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","184",0.000,0.000,9.573,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","185",0.000,0.000,9.745,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","186",107.000,0.000,9.406,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","187",0.000,0.000,9.406,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","188",0.000,19.000,9.401,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","19",0.000,0.000,10.436,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","190",0.000,0.000,9.485,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","191",0.000,15.581,9.449,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","192",0.000,0.000,9.412,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","193",0.000,0.000,9.406,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","194",0.000,0.000,9.480,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","195",22.000,0.000,9.770,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","196",0.000,0.000,9.770,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","199",0.000,17.571,9.750,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","20",0.000,69.820,10.526,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","200",0.000,0.000,9.725,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2001",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2002",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2003",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2004",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2005",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2006",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2007",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2008",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2009",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","201",0.000,0.000,9.724,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2010",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2011",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2012",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2013",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2014",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2015",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2016",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2017",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2018",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2019",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","202",0.000,0.000,9.729,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2020",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2021",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2022",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2023",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2024",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2025",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2026",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","2027",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 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12:33:14","185",0.000,0.000,9.747,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","186",107.000,0.000,9.409,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","187",0.000,0.000,9.409,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","188",0.000,19.000,9.403,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","19",0.000,0.000,10.442,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","190",0.000,0.000,9.488,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","191",0.000,15.306,9.452,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","192",0.000,0.000,9.414,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","193",0.000,0.000,9.409,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","194",0.000,0.000,9.483,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","195",22.000,0.000,9.766,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","196",0.000,0.000,9.766,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","199",0.000,16.294,9.753,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","20",0.000,68.393,10.532,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","200",0.000,0.000,9.728,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2001",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2002",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2003",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2004",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2005",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2006",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2007",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2008",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2009",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","201",0.000,0.000,9.727,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2010",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2011",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2012",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2013",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2014",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2015",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2016",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2017",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2018",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","2019",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","202",0.000,0.000,9.731,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 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12:33:14","17",0.000,0.000,10.893,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","170",0.000,0.000,9.677,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","171",15.667,0.000,9.943,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","172",15.667,0.000,9.943,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","173",15.667,0.000,9.943,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","174",0.000,0.000,9.943,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","175",8.805,0.000,9.990,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","176",8.805,0.000,9.990,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","177",8.805,0.000,9.990,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","178",8.805,0.000,9.990,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","179",0.000,0.417,9.990,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","18",0.000,0.000,10.898,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","181",0.000,29.574,9.991,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","182",0.000,0.000,9.968,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","183",0.000,0.000,9.880,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","184",0.000,0.000,9.968,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","185",0.000,0.000,10.140,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","186",107.000,0.000,9.794,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","187",0.000,0.000,9.794,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","188",0.000,19.000,9.788,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","19",0.000,0.000,10.887,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","190",0.000,0.000,9.877,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","191",0.000,14.974,9.839,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","192",0.000,0.000,9.800,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","193",0.000,0.000,9.794,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","194",0.000,0.000,9.871,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","195",22.000,0.000,10.162,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","196",0.000,0.000,10.162,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","199",0.000,16.826,10.152,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","20",0.000,65.237,10.978,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","200",0.000,0.000,10.126,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2001",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2002",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2003",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2004",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2005",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2006",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2007",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2008",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2009",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","201",0.000,0.000,10.126,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2010",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2011",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2012",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2013",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2014",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2015",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","2016",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 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12:33:14","177",8.500,0.000,9.697,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","178",8.500,0.000,9.697,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","179",0.000,0.423,9.697,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","18",0.000,0.000,10.540,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","181",0.000,31.220,9.698,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","182",0.000,0.000,9.675,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","183",0.000,0.000,9.590,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","184",0.000,0.000,9.675,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","185",0.000,0.000,9.849,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","186",107.000,0.000,9.506,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","187",0.000,0.000,9.506,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","188",0.000,19.000,9.501,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","19",0.000,0.000,10.531,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","190",0.000,0.000,9.586,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","191",0.000,14.961,9.550,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","192",0.000,0.000,9.512,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","193",0.000,0.000,9.506,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","194",0.000,0.000,9.581,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","195",22.000,0.000,9.874,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","196",0.000,0.000,9.874,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","199",0.000,18.153,9.854,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","20",0.000,64.496,10.617,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","200",0.000,0.000,9.829,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2001",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2002",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2003",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2004",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2005",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2006",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2007",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2008",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2009",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","201",0.000,0.000,9.828,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2010",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2011",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2012",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2013",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2014",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2015",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2016",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2017",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2018",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2019",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","202",0.000,0.000,9.832,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2020",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2021",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2022",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2023",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2024",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2025",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2026",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2027",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2028",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2029",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","203",0.000,0.000,9.777,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2030",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2031",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2032",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2033",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","2034",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 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12:33:14","193",0.000,0.002,9.840,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","194",0.000,0.000,9.918,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","195",22.000,0.000,10.221,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","196",0.000,0.000,10.221,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","199",0.000,18.654,10.201,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","20",0.000,65.161,11.008,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","200",0.000,0.000,10.174,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2001",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2002",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2003",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2004",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2005",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2006",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2007",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2008",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2009",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","201",0.000,0.000,10.174,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2010",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2011",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2012",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2013",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2014",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2015",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2016",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2017",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2018",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2019",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","202",0.000,0.000,10.178,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2020",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2021",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2022",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2023",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2024",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2025",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2026",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","2027",0.000,0.000,0.000,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 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new file mode 100644 index 0000000..e00e2e5 --- /dev/null +++ b/Output/Run_All_Cases/Run_All_Cases_IslandResults_TP.csv @@ -0,0 +1,39 @@ +"DateTime","RunTime","Island","Gen (MW)","Load (MW)","Bid Load (MW)","IslandACLoss (MW)","HVDCFlow (MW)","HVDCLoss (MW)","ReferencePrice ($/MWh)","FIR_req (MW)","SIR_req (MW)","FIR Price ($/MWh)","SIR Price ($/MWh)","FIR_Clear","SIR_Clear","FIR_Share","SIR_Share","FIR_Receive","SIR_Receive","FIR_Effective_CE","SIR_Effective_CE","FIR_Effective_ECE","SIR_Effective_ECE" +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","NI",3255.18213,3489.12500,265.38200,105.08038,0.00000,7.44102,0.03117,181.78253,341.20000,1.01000,10.29000,116.66564,255.23279,124.13200,152.49885,81.39611,85.96721,65.11689,85.96721,0.00000,0.00000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","SI",2128.36032,1717.75300,626.72400,62.64305,346.46427,1.50000,0.03003,176.00325,246.20000,0.78046,9.93913,73.19200,89.00200,84.26953,89.00200,128.51406,157.19800,102.81125,157.19800,0.00000,0.00000 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a/Output/Run_All_Cases/Run_All_Cases_MNodeConstraintResults_TP.csv b/Output/Run_All_Cases/Run_All_Cases_MNodeConstraintResults_TP.csv new file mode 100644 index 0000000..8f91c38 --- /dev/null +++ b/Output/Run_All_Cases/Run_All_Cases_MNodeConstraintResults_TP.csv @@ -0,0 +1,153 @@ +"DateTime","RunTime","MNodeConstraint","LHS (MW)","Sense (-1:<=, 0:=, 1:>=)","RHS (MW)","Price ($/MWh)" +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","FK_HLY2201 HLY5_CTRLMAX",205.00000,-1.00000,350.00000,0.00000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","FK_HLY2201 HLY5_CTRLMIN",205.00000,1.00000,205.00000,-16.31532 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","FK_HLY2201 HLY5_MW+6",205.00000,-1.00000,379.00000,0.00000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","FK_HLY2201 HLY5_MW+60",205.00000,-1.00000,379.00000,0.00000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","FK_WTR_CTRLMAX",633.10932,-1.00000,1325.00000,0.00000 +"02-AUG-2022 15:30","02-AUG-2022 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19:00","02-AUG-2022 15:33:12","WPT1101",0.0000,0.0000,20.8722,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WPT1102",0.0000,0.0000,20.9079,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WPW0331",0.0000,20.0560,19.2999,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WPW1101",0.0000,0.0000,19.1994,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WPW1102",0.0000,0.0000,19.1909,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WRD0331",0.0000,33.5240,21.0355,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WRD2201",0.0000,0.0000,20.9884,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WRK0331",0.0000,43.4440,18.8923,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WRK0331 RKA0",35.0000,0.0000,18.8923,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WRK0331 TAA0",26.0000,0.0000,18.8923,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WRK2201",0.0000,0.1200,18.9052,0.0000,0.0000 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15:33:12","WVY0111",0.0000,3.2240,17.9480,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WVY1101",0.0000,0.0000,17.8505,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WVY1101 WPP0",96.5000,0.0000,17.8505,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WWD1102",0.0000,0.0000,18.5986,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WWD1102 WWD0",59.3900,0.0000,18.5986,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WWD1103",0.0000,0.0000,18.6016,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WWD1103 WWD0",65.3800,0.0000,18.6016,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ABY0111",0.0000,-3.2270,8.6281,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ABY1101",0.0000,0.0000,8.6371,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ALB0331",0.0000,83.3340,10.8260,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ALB1101",0.0000,37.4520,10.8130,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ALB2201",0.0000,0.0000,10.7978,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","APS0111",0.0000,0.2930,9.4784,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","APS0661",0.0000,0.0000,9.4620,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARA2201",0.0000,0.0000,9.8614,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARA2201 ARA0",47.0000,0.0000,9.8614,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARG1101",0.0000,0.0000,9.7527,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARG1101 BRR0",8.0000,0.0000,9.7527,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARI1101",0.0000,0.1620,9.4693,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARI1101 ARI0",69.0000,0.0000,9.4693,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARI1102",0.0000,0.0000,10.1862,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARI1102 ARI0",60.0000,0.0000,10.1862,0.0000,0.0000 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12:30","10-OCT-2022 12:33:14","CPK0111",0.0000,13.1770,9.3621,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CPK0331",0.0000,92.2880,9.3221,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CPK1101",0.0000,0.0000,9.2738,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CPK1102",0.0000,0.0000,9.2741,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CPK1103",0.0000,0.0000,9.3169,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CST0331",0.0000,33.6000,10.0240,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CST1101",0.0000,0.0000,10.0046,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CUL0331",0.0000,6.3040,9.5333,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CUL0661",0.0000,3.9180,9.5774,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CUL2202",0.0000,0.0000,9.5109,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CUL2203",0.0000,0.0000,9.5100,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CYD0331",0.0000,-5.7820,8.7565,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CYD2201",0.0000,0.0000,8.7585,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CYD2201 CYD0",300.0000,0.0000,8.7585,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","DOB0331",0.0000,2.2570,10.0543,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","DOB0661",0.0000,0.0000,10.0469,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","DOB1101",0.0000,0.0000,10.0309,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","DOB1102",0.0000,0.0000,10.0368,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","DRY2201",0.0000,0.0000,10.6575,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","DRY2202",0.0000,0.0000,10.6575,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","DVK0111",0.0000,8.4860,9.6269,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","DVK1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","DVK1102",0.0000,0.0000,9.6026,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","EDG0331",0.0000,29.9120,9.9166,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","EDG1101",0.0000,0.0000,9.8455,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","EDG1102",0.0000,0.0000,9.8455,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","EDG2201",0.0000,0.0000,9.8937,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","EDN0331",0.0000,25.2180,9.3440,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","EDN1101",0.0000,0.0000,9.2998,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","FHL0331",0.0000,31.4740,9.9607,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","FHL1101",0.0000,0.0000,9.9429,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","FKN0331",0.0000,34.0870,9.1656,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","FKN1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","FKN1102",0.0000,0.0000,9.1401,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GFD0331",0.0000,37.8130,9.3287,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GFD1101",0.0000,0.0000,9.3029,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GFD1102",0.0000,0.0000,9.2895,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GLN0331",0.0000,57.0000,10.6865,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GLN0332",0.0000,36.1840,10.6748,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GLN0332 GLN0",35.0000,0.0000,10.6748,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GLN2201",0.0000,0.0000,10.6712,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GNY1101",0.0000,0.0000,9.0230,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GOR0331",0.0000,21.3830,9.1764,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GOR1101",0.0000,0.0000,9.1466,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GOR1102",0.0000,0.0000,9.1466,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GOR2201",0.0000,0.0000,9.1080,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GOR2202",0.0000,0.0000,9.1080,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GOT2201",0.0000,0.0000,9.1065,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GOT2202",0.0000,0.0000,9.1065,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GYM0661",0.0000,7.1790,10.0845,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GYT0331",0.0000,7.6100,9.4633,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GYT1101",0.0000,0.0000,9.4121,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GYT1102",0.0000,0.0000,9.4121,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAM0111",0.0000,14.5400,10.4455,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAM0331",0.0000,80.0880,10.4821,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAM0551",0.0000,0.0000,10.4529,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAM1101",0.0000,0.0000,10.4073,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAM2201",0.0000,0.0000,10.4458,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAY0111",0.0000,8.3870,9.2931,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAY0331",0.0000,8.1970,9.2938,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAY1101",0.0000,0.0000,9.2833,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAY2201",0.0000,0.0000,9.2806,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAY3502",0.0000,0.0000,9.2806,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAY3503",0.0000,0.0000,9.2806,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HEN0331",0.0000,70.7780,10.7982,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HEN1101",0.0000,0.0000,10.7759,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HEN2201",0.0000,0.0000,10.7641,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HEP0331",0.0000,72.1450,10.8556,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HEP1101",0.0000,0.0000,10.8261,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HIN0331",0.0000,30.1240,10.6450,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HIN1101",0.0000,0.0000,10.6196,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HKK0661",0.0000,5.8370,10.1656,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY0331",0.0000,17.8040,10.5024,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY2201",0.0000,4.6880,10.4977,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY2201 HLY1",0.0000,0.0000,10.4977,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY2201 HLY2",0.0000,0.0000,10.4977,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY2201 HLY4",0.0000,0.0000,10.4977,0.0000,0.0000 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12:33:14","HUI0331",0.0000,18.7450,10.0473,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HUI1101",0.0000,0.0000,10.0433,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA0331",0.0000,17.3970,9.7469,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA0332",0.0000,9.9120,9.7516,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1101",0.0000,0.0080,9.7242,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1101 PTA1",9.0000,0.0000,9.7242,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1101 PTA2",0.0000,0.0000,9.7242,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1101 PTA3",0.0000,0.0000,9.7242,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1102",0.0000,2.3200,9.7242,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1102 WAA0",16.0000,0.0000,9.7242,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWB0331",0.0000,70.1660,8.9839,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWB0331 MAH0",35.8000,0.0000,8.9839,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWB0331 WPI0",0.0000,0.0000,8.9839,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWB1101",0.0000,0.0000,8.9410,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWB2201",0.0000,0.0000,8.9798,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","IGH1101",0.0000,0.0000,9.8637,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","INV0331",0.0000,69.0240,9.1628,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","INV1101",0.0000,0.0000,9.2015,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","INV2201",0.0000,0.0000,9.1468,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","INV2202",0.0000,0.0000,9.1468,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ISL0331",0.0000,47.4020,9.3218,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ISL0661",0.0000,254.9040,9.3294,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ISL2201",0.0000,0.0000,9.3013,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","JRD1101",0.0000,0.1460,9.9843,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","JRD1101 JRD0",0.0000,0.0000,9.9843,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAI0111",0.0000,15.6380,9.8001,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAI0661",0.0000,0.0000,9.7707,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0111",0.0000,15.8510,9.7878,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0111 TAM0",0.0000,0.0000,9.7878,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0112",0.0000,19.0000,9.7375,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0112 DLS0",0.0000,0.0000,9.7375,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0112 ONU0",40.0000,0.0000,9.7375,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0113",0.0000,0.0000,9.8090,0.0000,0.0000 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+"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN0111",0.0000,17.7000,9.8829,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN0112",0.0000,13.0880,9.8260,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN0112 KIN0",30.0000,0.0000,9.8260,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN0113",0.0000,33.0000,9.8801,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN0331",0.0000,10.6590,9.8641,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN1005",0.0000,0.0000,9.8260,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN1009",0.0000,0.0000,9.8477,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN1101",0.0000,0.0000,9.8415,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN1102",0.0000,0.0000,9.8415,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KMO0331",0.0000,18.1640,10.0655,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KMO1101",0.0000,0.0000,10.0434,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KMO1102",0.0000,0.0000,10.0434,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KMO1103",0.0000,0.0000,10.0434,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KMO2201",0.0000,0.0000,9.9879,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KOE1101",0.0000,22.5550,11.0586,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KOE1101 NGB0",33.0000,0.0000,11.0586,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KPA1101",0.0000,0.1630,9.8081,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KPA1101 KPI1",5.0000,0.0000,9.8081,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KPO1101",0.0000,0.0000,10.4042,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KPO1101 KPO0",64.0000,0.0000,10.4042,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KPU0661",0.0000,29.1880,10.8445,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KPU1101",0.0000,0.0000,10.8007,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KPU1102",0.0000,0.0000,10.8008,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KUM0661",0.0000,0.2680,10.0745,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KUM0661 KUM0",0.0000,0.0000,10.0745,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KWA0111",0.0000,17.0340,9.3073,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KWA1101",0.0000,0.0000,9.2906,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KWA1102",0.0000,0.0000,9.2906,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LFD1101",0.0000,6.6910,9.8989,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LFD1102",0.0000,6.5480,9.8989,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LIV2201",0.0000,0.0000,8.8622,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LTN0331",0.0000,35.6600,9.4192,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LTN0331 TWF0",27.8000,0.0000,9.4192,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LTN2201",0.0000,0.2280,9.3897,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LTN2201 TUR0",107.0000,0.0000,9.3897,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LTN2202",0.0000,0.0000,9.4352,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MAN2201",0.0000,0.9500,8.9347,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MAN2201 MAN0",406.0000,0.0000,8.9347,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MAT1101",0.0000,4.7150,9.6765,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MAT1101 ANI0",23.0000,0.0000,9.6765,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MAT1101 MAT0",38.0000,0.0000,9.6765,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MCH0111",0.0000,0.0000,9.8185,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MCH1101",0.0000,0.0000,9.8154,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MDN1101",0.0000,0.0000,11.0527,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MDN2201",0.0000,0.0000,11.0414,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MGM0331",0.0000,9.6460,9.5121,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MGM1101",0.0000,0.0000,9.4734,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MHO0331",0.0000,23.5550,9.7008,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MHO0331 MHO0",0.0000,0.0000,9.7008,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MHO1101",0.0000,0.0000,9.6782,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MHO1102",0.0000,0.0000,9.6783,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MHT1102",0.0000,0.0000,9.2666,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MHT1103",0.0000,0.0000,9.2669,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MKE1101",0.0000,0.0000,10.0181,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MKE1101 MKE1",0.0000,0.0000,10.0181,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MKT1101",0.0000,0.0000,10.0267,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MLG0111",0.0000,14.8560,9.3660,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MLG0331",0.0000,17.9160,9.3472,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MLG1101",0.0000,0.0000,9.3382,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MLG1102",0.0000,0.0000,9.3364,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MNG0331",0.0000,82.1100,10.7708,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MNG1101",0.0000,4.0010,10.7474,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MNI0111",0.0000,10.3290,10.0793,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MNI1101",0.0000,0.0000,10.0507,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MPE1101",0.0000,77.6710,11.1363,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MST0331",0.0000,29.9000,9.5547,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MST1101",0.0000,0.0000,9.5318,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTI2201",0.0000,0.1650,9.9598,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTI2201 MTI0",131.0000,0.0000,9.9598,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTM0331",0.0000,40.9590,10.1245,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTM1101",0.0000,0.0000,10.1031,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTN0331",0.0000,11.1450,9.5911,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTN1101",0.0000,0.0000,9.5942,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTN1102",0.0000,0.0000,9.5424,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTO0331",0.0000,14.9000,11.3150,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTO1101",0.0000,0.0000,11.2701,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTO1102",0.0000,0.0000,11.2704,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTR0331",0.0000,4.3060,9.7121,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTR1101",0.0000,0.0000,9.6958,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MVE1101",0.0000,0.0000,10.5927,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MVE1102",0.0000,0.0000,10.5929,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NAP2201",0.0000,0.0000,9.8305,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NAP2201 NAP0",140.0000,0.0000,9.8305,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NAP2202",0.0000,0.0000,9.8305,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NAP2202 NTM0",63.0000,0.0000,9.8305,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NGA1101",0.0000,0.0000,11.0586,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NMA0331",0.0000,28.8680,9.1281,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NMA0331 WHL0",31.7860,0.0000,9.1281,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NMA2201",0.0000,0.0000,9.1351,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NPK0331",0.0000,2.4600,10.1221,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NPK1101",0.0000,0.0000,10.1006,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NSY0331",0.0000,25.5560,8.8556,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NSY0331 PAE0",11.0000,0.0000,8.8556,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NSY2201",0.0000,0.0000,8.8504,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OAM0331",0.0000,22.6680,9.2052,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OAM1101",0.0000,0.0000,9.1751,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OAM1102",0.0000,0.0000,9.1808,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHA2201",0.0000,0.0000,8.7548,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHA2201 OHA0",158.2180,0.0000,8.7548,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHB2201",0.0000,0.0000,8.7644,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHB2201 OHB0",150.0000,0.0000,8.7644,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHC2201",0.0000,0.0000,8.7474,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHC2201 OHC0",171.5400,0.0000,8.7474,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHK2201",0.0000,0.0160,9.8856,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHK2201 OHK0",69.0000,0.0000,9.8856,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHW2201",0.0000,0.0000,10.4995,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHW2202",0.0000,0.0000,10.4995,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OKE1101",0.0000,0.0000,9.9831,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OKI2201",0.0000,0.4400,9.8459,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OKI2201 OKI0",39.0000,0.0000,9.8459,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OKN0111",0.0000,3.3910,9.9382,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OKN1101",0.0000,0.0000,9.9171,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ONG0331",0.0000,-1.0760,10.1809,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ONG1101",0.0000,0.0000,10.1867,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OPI2201",0.0000,0.0000,8.9396,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OPI2202",0.0000,0.0000,8.9401,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OPK0331",0.0000,5.3740,9.8673,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OPK1101",0.0000,0.0000,9.8765,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OPK1102",0.0000,0.0000,9.8382,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ORO1101",0.0000,4.5780,9.9007,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ORO1102",0.0000,0.0000,9.8637,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA0221",0.0000,42.6440,10.7046,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA1103",0.0000,0.0000,10.7312,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA1104",0.0000,0.0000,10.7312,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA1105",0.0000,0.0000,10.7312,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA1106",0.0000,0.0000,10.7312,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA1107",0.0000,0.0000,10.7312,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA1108",0.0000,0.0000,10.7312,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA1109",0.0000,0.0000,10.7312,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA110A",0.0000,0.0000,10.7312,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA2201",0.0000,0.0000,10.6760,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA2202",0.0000,0.0000,10.6783,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTA2203",0.0000,0.0000,10.6758,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTI0111",0.0000,0.2850,9.5721,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OTI0661",0.0000,0.0000,9.5654,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OWH0111",0.0000,6.7980,9.9820,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OWH1101",0.0000,0.0000,9.9760,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PAK0331",0.0000,88.8780,10.6805,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PAK2201",0.0000,0.0000,10.6599,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PAO1101",0.0000,24.3880,10.5960,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PEN0221",0.0000,27.3870,10.8141,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PEN0222",0.0000,0.0000,10.8141,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PEN0251",0.0000,1.9870,10.7470,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PEN0331",0.0000,185.1130,10.7925,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PEN1101",0.0000,94.5000,10.7714,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PEN2201",0.0000,0.0000,10.7401,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PIE1101",0.0000,0.0000,10.0598,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PNI0331",0.0000,7.3450,9.3316,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PNI1101",0.0000,0.0000,9.3073,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PNI1102",0.0000,0.0000,9.3088,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PPI2201",0.0000,0.0000,9.8768,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PPI2201 PPI0",34.0000,0.0000,9.8768,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PRM0331",0.0000,27.5750,9.3260,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PRM2201",0.0000,0.0000,9.3223,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PRM2202",0.0000,0.0000,9.3222,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PRT2201",0.0000,0.0000,9.3219,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PRT2202",0.0000,0.0000,9.3218,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","RDF0331",0.0000,33.5350,9.9406,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","RDF1101",0.0000,0.0000,9.9351,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","RDF1102",0.0000,0.0000,9.9351,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","RDF2201",0.0000,0.0000,9.9304,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","RFC1101",0.0000,0.0000,9.9093,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","RFN1101",0.0000,1.3090,9.9129,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","RFN1102",0.0000,1.4360,9.9109,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROS0221",0.0000,53.8200,10.8629,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROS1101",0.0000,31.7210,10.8364,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROT0111",0.0000,12.8570,10.0141,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROT0331",0.0000,34.6590,10.0268,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROT1101",0.0000,0.0000,9.9699,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROT1101 WHE0",25.0000,0.0000,9.9699,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROT1102",0.0000,0.0000,10.0105,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROX1101",0.0000,0.0000,8.7504,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROX1101 ROX0",40.0100,0.0000,8.7504,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROX2201",0.0000,0.0000,8.8273,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROX2201 ROX0",120.0000,0.0000,8.8273,0.0000,0.0000 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12:30","10-OCT-2022 12:33:14","TRK2201",0.0000,0.0000,9.9437,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI1101",0.0000,33.3920,9.4780,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI1101 KTW0",18.0000,0.0000,9.4780,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI1101 PRI0",39.0000,0.0000,9.4780,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI1101 TUI0",40.0000,0.0000,9.4780,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWC2201",0.0000,0.0000,9.3942,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWC2201 NZW0",27.0000,0.0000,9.3942,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWC2201 TWF0",63.7500,0.0000,9.3942,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWH0331",0.0000,79.0710,10.4979,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWH0331 TRC1",30.0000,0.0000,10.4979,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWH0331 TUK0",15.2720,0.0000,10.4979,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWH2201",0.0000,0.0000,10.4924,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWI2201",0.0000,572.0000,9.2104,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWT2201",0.0000,0.0000,9.4136,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWZ0331",0.0000,2.8070,8.7764,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWZ2201",0.0000,0.0000,8.7723,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWZ2202",0.0000,0.0000,8.7723,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","UHT0331",0.0000,15.5710,9.3256,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","UHT1101",0.0000,0.0000,9.2949,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAI0111",0.0000,7.3000,9.9628,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAI0501",0.0000,0.7910,9.9975,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WAI1101",0.0000,0.0000,9.8949,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WDV0111",0.0000,1.3110,9.3930,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WDV1101",0.0000,0.0000,9.3798,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WDV1101 TAP0",50.2760,0.0000,9.3798,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WDV1102",0.0000,0.0000,9.3798,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WEL0331",0.0000,21.9280,11.2610,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WEL1101",0.0000,0.0000,11.2276,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WEL1102",0.0000,0.0000,11.2281,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WGN0331",0.0000,23.2440,9.6669,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WGN1101",0.0000,0.0000,9.6225,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI0111",0.0000,60.0000,9.9436,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI2201",0.0000,0.0090,9.9202,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI2201 WHI0",0.0000,0.0000,9.9202,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHU0331",0.0000,20.5950,10.6802,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHU1101",0.0000,0.0000,10.6755,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL0331",0.0000,29.7700,9.2901,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL0331 MCK0",58.5280,0.0000,9.2901,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL1101",0.0000,0.0000,9.2873,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL2201",0.0000,0.0000,9.2970,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIR0331",0.0000,69.8340,10.8549,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIR1101",0.0000,0.0000,10.8209,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIR1102",0.0000,0.0000,10.7967,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM2201",0.0000,6.4470,9.9900,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM2201 MOK0",76.0000,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM2201 WKM0",81.5134,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM2202",0.0000,0.0000,9.9913,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKO0331",0.0000,19.8060,10.7904,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKO1101",0.0000,0.0000,10.7679,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPA2201",0.0000,0.3440,9.9504,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPA2201 WPA0",33.0000,0.0000,9.9504,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPR0331",0.0000,4.2400,9.4507,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPR0661",0.0000,1.5840,9.4219,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPR2202",0.0000,0.0000,9.4194,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPR2203",0.0000,0.0000,9.4199,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPT1101",0.0000,0.0000,9.8975,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPT1102",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPW0331",0.0000,11.8100,9.9122,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPW1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPW1102",0.0000,0.0000,9.8509,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRD0331",0.0000,39.7440,10.8130,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRD2201",0.0000,0.0000,10.7922,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK0331",0.0000,28.1610,9.8517,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK0331 RKA0",34.0000,0.0000,9.8517,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK0331 TAA0",13.0000,0.0000,9.8517,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK2201",0.0000,0.0130,9.8694,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK2201 WRK0",102.0000,0.0000,9.8694,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTK0111",0.0000,2.4970,8.7403,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTK0111 WTK0",75.0000,0.0000,8.7403,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTK0331",0.0000,0.0000,8.7521,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTK1101",0.0000,0.0000,8.7849,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTK1102",0.0000,0.0000,8.7825,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTK2201",0.0000,0.0000,8.7788,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTU0331",0.0000,49.0350,9.9628,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTU2201",0.0000,0.0000,9.9351,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTU2202",0.0000,0.0000,9.9351,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WVY0111",0.0000,1.7310,9.6164,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WVY1101",0.0000,0.4010,9.5867,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WVY1101 WPP0",34.3100,0.0000,9.5867,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WWD1102",0.0000,0.0000,9.2131,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WWD1102 WWD0",65.9030,0.0000,9.2131,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WWD1103",0.0000,0.0000,9.2149,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WWD1103 WWD0",72.7000,0.0000,9.2149,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ABY0111",0.0000,-0.5730,8.5450,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ABY1101",0.0000,0.0000,8.5470,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ALB0331",0.0000,82.6460,10.4962,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ALB1101",0.0000,36.7750,10.4835,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ALB2201",0.0000,0.0000,10.4688,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","APS0111",0.0000,0.2450,9.3775,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","APS0661",0.0000,0.0000,9.3612,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARA2201",0.0000,0.0000,9.5496,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARA2201 ARA0",47.0000,0.0000,9.5496,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARG1101",0.0000,0.0000,9.6488,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARG1101 BRR0",8.0000,0.0000,9.6488,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARI1101",0.0000,0.1610,9.4514,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARI1101 ARI0",46.0000,0.0000,9.4514,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARI1102",0.0000,0.0000,9.9891,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARI1102 ARI0",40.1621,0.0000,9.9891,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ASB0661",0.0000,66.1160,9.0054,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ASB0661 HBK0",18.5000,0.0000,9.0054,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ASB2201",0.0000,0.0000,9.0006,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ASY0111",0.0000,11.2900,9.5581,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ASY0661",0.0000,0.0000,9.5514,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATI2201",0.0000,0.4280,9.5941,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATI2201 ATI0",51.0000,0.0000,9.5941,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATU1101",0.0000,0.0000,9.8760,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI2201",0.0000,0.0000,8.6640,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI2201 AVI0",131.3240,0.0000,8.6640,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BAL0331",0.0000,14.6390,9.2455,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BAL1101",0.0000,0.0000,9.2002,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BDE0111",0.0000,8.0680,9.1868,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BDE1101",0.0000,0.0000,9.1599,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN2201",0.0000,0.0000,8.6679,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN2202",0.0000,0.0000,8.6679,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN2202 BEN0",436.6510,0.0000,8.6679,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN3502",0.0000,0.0000,8.6679,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN3503",0.0000,0.0000,8.6679,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BHL2201",0.0000,0.0000,10.3149,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BHL2202",0.0000,0.0000,10.3150,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BLN0331",0.0000,48.5000,9.9645,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BLN1101",0.0000,0.0000,9.9427,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB0331",0.0000,7.9140,10.6598,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB1101",0.0000,53.4740,10.6293,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPC1101",0.0000,0.0000,8.8495,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPD1101",0.0000,4.7310,8.9157,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE0331",0.0000,59.2460,9.1837,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE0331 TWF0",30.7600,0.0000,9.1837,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE0551",0.0000,0.0000,9.1842,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE1101",0.0000,0.0000,9.1693,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE2201",0.0000,0.0000,9.1768,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPT1101",0.0000,0.2280,8.8515,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRB0331",0.0000,14.1920,10.7114,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRB2201",0.0000,0.0000,10.7037,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRK0331",0.0000,16.3750,9.3648,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRK2201",0.0000,0.0000,9.3325,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRK2202",0.0000,0.0000,9.3325,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRY0661",0.0000,77.0140,9.2080,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BRY2201",0.0000,0.0000,9.1930,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BWK1101",0.0000,0.0000,8.9878,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BWK1101 WPI0",0.0000,0.0000,8.9878,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CBG0111",0.0000,28.3420,10.1299,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CBG1101",0.0000,0.0000,10.0944,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CBG1102",0.0000,0.0000,10.0944,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CLH0111",0.0000,0.2040,9.0506,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CLH0661",0.0000,0.0000,9.0389,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CML0331",0.0000,19.0280,8.7023,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CML1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CML1102",0.0000,0.0000,8.6927,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CML2201",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CML2202",0.0000,0.0000,8.6809,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","COL0111",0.0000,0.1380,8.8283,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","COL0661",0.0000,0.1780,8.8258,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","COL0661 COL0",24.0000,0.0000,8.8258,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CPK0111",0.0000,13.0070,9.0770,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CPK0331",0.0000,91.6850,9.0381,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CPK1101",0.0000,0.0000,8.9913,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CPK1102",0.0000,0.0000,8.9916,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CPK1103",0.0000,0.0000,9.0331,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CST0331",0.0000,32.6480,9.6982,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CST1101",0.0000,0.0000,9.6795,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CUL0331",0.0000,6.7630,9.4318,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CUL0661",0.0000,4.2470,9.4753,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CUL2202",0.0000,0.0000,9.4095,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CUL2203",0.0000,0.0000,9.4086,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CYD0331",0.0000,-6.0280,8.6632,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CYD2201",0.0000,0.0000,8.6652,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CYD2201 CYD0",300.0000,0.0000,8.6652,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","DOB0331",0.0000,1.7960,9.9472,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","DOB0661",0.0000,0.0000,9.9398,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","DOB1101",0.0000,0.0000,9.9240,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","DOB1102",0.0000,0.0000,9.9299,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","DRY2201",0.0000,0.0000,10.3317,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","DRY2202",0.0000,0.0000,10.3317,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","DVK0111",0.0000,8.1080,9.3439,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","DVK1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","DVK1102",0.0000,0.0000,9.3204,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","EDG0331",0.0000,29.5470,9.5955,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","EDG1101",0.0000,0.0000,9.4887,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","EDG1102",0.0000,0.0000,9.4887,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","EDG2201",0.0000,0.0000,9.5733,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","EDN0331",0.0000,25.5100,9.2445,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","EDN1101",0.0000,0.0000,9.2007,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","FHL0331",0.0000,31.3040,9.6360,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","FHL1101",0.0000,0.0000,9.6187,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","FKN0331",0.0000,34.4270,9.0679,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","FKN1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","FKN1102",0.0000,0.0000,9.0427,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GFD0331",0.0000,37.3350,9.0447,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GFD1101",0.0000,0.0000,9.0197,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GFD1102",0.0000,0.0000,9.0067,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GLN0331",0.0000,57.0000,10.3598,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GLN0332",0.0000,34.5150,10.3418,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GLN0332 GLN0",35.0000,0.0000,10.3418,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GLN2201",0.0000,0.0000,10.3450,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GNY1101",0.0000,0.0000,8.9305,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GOR0331",0.0000,21.1180,9.0787,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GOR1101",0.0000,0.0000,9.0491,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GOR1102",0.0000,0.0000,9.0491,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GOR2201",0.0000,0.0000,9.0109,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GOR2202",0.0000,0.0000,9.0109,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GOT2201",0.0000,0.0000,9.0095,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GOT2202",0.0000,0.0000,9.0095,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GYM0661",0.0000,7.3100,9.9770,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GYT0331",0.0000,7.4380,9.1770,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GYT1101",0.0000,0.0000,9.1274,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GYT1102",0.0000,0.0000,9.1273,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAM0111",0.0000,14.2950,10.1119,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAM0331",0.0000,79.2110,10.1544,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAM0551",0.0000,0.0000,10.1261,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAM1101",0.0000,0.0000,10.0749,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAM2201",0.0000,0.0000,10.1192,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAY0111",0.0000,8.3790,9.0102,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAY0331",0.0000,8.2630,9.0109,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAY1101",0.0000,0.0000,9.0007,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAY2201",0.0000,0.0000,8.9977,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAY3502",0.0000,0.0000,8.9977,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAY3503",0.0000,0.0000,8.9977,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HEN0331",0.0000,68.9050,10.4693,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HEN1101",0.0000,0.0000,10.4480,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HEN2201",0.0000,0.0000,10.4362,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HEP0331",0.0000,69.8200,10.5256,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HEP1101",0.0000,0.0000,10.4969,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HIN0331",0.0000,29.5520,10.3186,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HIN1101",0.0000,0.0000,10.2941,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HKK0661",0.0000,5.7620,10.0573,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY0331",0.0000,17.2760,10.1790,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201",0.0000,4.3960,10.1745,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY1",0.0000,0.0000,10.1745,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY2",0.0000,0.0000,10.1745,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY4",0.0000,0.0000,10.1745,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY5",250.0000,0.0000,10.1745,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY6",0.0000,0.0000,10.1745,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HOB1101",0.0000,35.0230,10.4433,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HOB2201",0.0000,0.0000,10.4572,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HOR0331",0.0000,7.8340,9.2759,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HOR0661",0.0000,4.0030,9.2325,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HPI2201",0.0000,0.0000,10.4432,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HPI2202",0.0000,0.0000,10.4432,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HTI0331",0.0000,13.3670,10.1802,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HTI1101",0.0000,9.8360,10.1439,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HUI0331",0.0000,18.2350,9.7189,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HUI1101",0.0000,0.0000,9.7150,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA0331",0.0000,16.4210,9.4167,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA0332",0.0000,9.8210,9.4212,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1101",0.0000,0.0110,9.3947,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1101 PTA1",9.0000,0.0000,9.3947,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1101 PTA2",0.0000,0.0000,9.3947,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1101 PTA3",0.0000,0.0000,9.3947,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1102",0.0000,2.3050,9.3947,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1102 WAA0",16.0000,0.0000,9.3947,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWB0331",0.0000,67.5010,8.8882,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWB0331 MAH0",35.8000,0.0000,8.8882,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWB0331 WPI0",0.0000,0.0000,8.8882,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWB1101",0.0000,0.0000,8.8458,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWB2201",0.0000,0.0000,8.8841,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","IGH1101",0.0000,0.0000,9.7586,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","INV0331",0.0000,68.8370,9.0652,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","INV1101",0.0000,0.0000,9.1035,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","INV2201",0.0000,0.0000,9.0494,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","INV2202",0.0000,0.0000,9.0494,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ISL0331",0.0000,48.0930,9.2225,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ISL0661",0.0000,252.3760,9.2300,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ISL2201",0.0000,0.0000,9.2022,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","JRD1101",0.0000,0.1850,9.6605,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","JRD1101 JRD0",0.0000,0.0000,9.6605,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAI0111",0.0000,14.7800,9.6957,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAI0661",0.0000,0.0000,9.6666,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0111",0.0000,15.5810,9.4492,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0111 TAM0",0.0000,0.0000,9.4492,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0112",0.0000,19.0000,9.4006,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0112 DLS0",0.0000,0.0000,9.4006,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0112 ONU0",40.0000,0.0000,9.4006,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0113",0.0000,0.0000,9.4852,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0113 DLS1",0.0000,0.0000,9.4852,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW1101",0.0000,0.0000,9.4060,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW1101 KAG0",107.0000,0.0000,9.4060,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW2201",0.0000,0.0000,9.4803,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KBT0661",0.0000,0.0000,9.2855,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KBT0662",0.0000,0.0000,9.2855,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KBY0661",0.0000,6.4270,9.2886,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KBY0662",0.0000,6.4890,9.2886,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIK0111",0.0000,1.8390,9.6338,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIK1101",0.0000,0.0000,9.6422,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIK2201",0.0000,0.0000,9.6686,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN0111",0.0000,17.7000,9.7269,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN0112",0.0000,13.0880,9.6710,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN0112 KIN0",30.0000,0.0000,9.6710,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN0113",0.0000,33.0000,9.7242,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN0331",0.0000,10.4050,9.7084,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN1005",0.0000,0.0000,9.6710,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN1009",0.0000,0.0000,9.6923,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN1101",0.0000,0.0000,9.6862,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN1102",0.0000,0.0000,9.6862,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KMO0331",0.0000,17.5710,9.7501,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KMO1101",0.0000,0.0000,9.7286,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KMO1102",0.0000,0.0000,9.7286,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KMO1103",0.0000,0.0000,9.7286,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KMO2201",0.0000,0.0000,9.6739,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KOE1101",0.0000,20.9660,10.6747,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KOE1101 NGB0",33.0000,0.0000,10.6747,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KPA1101",0.0000,0.1620,9.4950,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KPA1101 KPI1",5.0000,0.0000,9.4950,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KPO1101",0.0000,0.0000,10.0852,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KPO1101 KPO0",64.0000,0.0000,10.0852,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KPU0661",0.0000,28.5070,10.4982,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KPU1101",0.0000,0.0000,10.4558,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KPU1102",0.0000,0.0000,10.4558,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KUM0661",0.0000,0.0000,9.9671,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KUM0661 KUM0",0.0000,0.0000,9.9671,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KWA0111",0.0000,16.5750,9.0238,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KWA1101",0.0000,0.0000,9.0076,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KWA1102",0.0000,0.0000,9.0076,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LFD1101",0.0000,6.6340,9.7089,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LFD1102",0.0000,6.4920,9.7089,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LIV2201",0.0000,0.0000,8.7678,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LTN0331",0.0000,34.8490,9.1284,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LTN0331 TWF0",27.8000,0.0000,9.1284,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LTN2201",0.0000,0.2250,9.1028,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LTN2201 TUR0",107.0000,0.0000,9.1028,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LTN2202",0.0000,0.0000,9.1473,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MAN2201",0.0000,0.9570,8.8395,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MAN2201 MAN0",406.0000,0.0000,8.8395,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MAT1101",0.0000,4.6450,9.2936,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MAT1101 ANI0",23.0000,0.0000,9.2936,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MAT1101 MAT0",60.0000,0.0000,9.2936,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MCH0111",0.0000,0.0000,9.7139,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MCH1101",0.0000,0.0000,9.7108,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MDN1101",0.0000,0.0000,10.7160,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MDN2201",0.0000,0.0000,10.7051,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MGM0331",0.0000,9.6390,9.2302,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MGM1101",0.0000,0.0000,9.1926,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHO0331",0.0000,22.5180,9.4169,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHO0331 MHO0",0.0000,0.0000,9.4169,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHO1101",0.0000,0.0000,9.3950,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHO1102",0.0000,0.0000,9.3950,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHT1102",0.0000,0.0000,8.9843,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHT1103",0.0000,0.0000,8.9846,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MKE1101",0.0000,0.0000,9.7156,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MKE1101 MKE1",0.0000,0.0000,9.7156,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MKT1101",0.0000,0.0000,9.7239,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MLG0111",0.0000,14.7360,9.0808,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MLG0331",0.0000,17.7030,9.0626,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MLG1101",0.0000,0.0000,9.0539,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MLG1102",0.0000,0.0000,9.0521,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNG0331",0.0000,82.4780,10.4440,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNG1101",0.0000,4.0010,10.4214,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNI0111",0.0000,10.3370,9.7478,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MNI1101",0.0000,0.0000,9.7201,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MPE1101",0.0000,77.9810,10.7497,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MST0331",0.0000,29.6500,9.2668,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MST1101",0.0000,0.0000,9.2446,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTI2201",0.0000,0.1680,9.6482,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTI2201 MTI0",125.0000,0.0000,9.6482,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTM0331",0.0000,40.2090,9.8072,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTM1101",0.0000,0.0000,9.7865,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTN0331",0.0000,10.9170,9.3232,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTN1101",0.0000,0.0000,9.3262,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTN1102",0.0000,0.0000,9.2759,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTO0331",0.0000,14.4470,10.9708,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTO1101",0.0000,0.0000,10.9272,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTO1102",0.0000,0.0000,10.9276,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTR0331",0.0000,4.1740,9.4647,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTR1101",0.0000,0.0000,9.4488,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MVE1101",0.0000,0.0000,10.2544,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MVE1102",0.0000,0.0000,10.2546,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NAP2201",0.0000,0.0000,9.5196,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NAP2201 NAP0",140.0000,0.0000,9.5196,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NAP2202",0.0000,0.0000,9.5196,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NAP2202 NTM0",63.0000,0.0000,9.5196,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NGA1101",0.0000,0.0000,10.6747,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NMA0331",0.0000,28.7990,9.0309,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NMA0331 WHL0",31.7860,0.0000,9.0309,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NMA2201",0.0000,0.0000,9.0378,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NPK0331",0.0000,2.3640,9.8863,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NPK1101",0.0000,0.0000,9.8654,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NSY0331",0.0000,25.6840,8.7613,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NSY0331 PAE0",11.0000,0.0000,8.7613,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NSY2201",0.0000,0.0000,8.7561,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OAM0331",0.0000,22.6550,9.1379,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OAM1101",0.0000,0.0000,9.1039,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OAM1102",0.0000,0.0000,9.1178,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHA2201",0.0000,0.0000,8.6615,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHA2201 OHA0",155.9460,0.0000,8.6615,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHB2201",0.0000,0.0000,8.6710,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHB2201 OHB0",150.0000,0.0000,8.6710,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHC2201",0.0000,0.0000,8.6542,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHC2201 OHC0",169.0790,0.0000,8.6542,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHK2201",0.0000,0.0080,9.5703,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHK2201 OHK0",69.0000,0.0000,9.5703,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHW2201",0.0000,0.0000,10.1757,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHW2202",0.0000,0.0000,10.1757,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKE1101",0.0000,0.0000,9.6749,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKI2201",0.0000,0.4310,9.5346,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKI2201 OKI0",39.0000,0.0000,9.5346,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKN0111",0.0000,3.4600,9.6976,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKN1101",0.0000,0.0000,9.6771,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ONG0331",0.0000,-1.2580,9.9600,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ONG1101",0.0000,0.0000,9.9656,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OPI2201",0.0000,0.0000,8.8447,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OPI2202",0.0000,0.0000,8.8445,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OPK0331",0.0000,5.0850,9.5523,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OPK1101",0.0000,0.0000,9.5612,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OPK1102",0.0000,0.0000,9.5242,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ORO1101",0.0000,4.5880,9.7952,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ORO1102",0.0000,0.0000,9.7586,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA0221",0.0000,42.6750,10.3783,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA1103",0.0000,0.0000,10.4057,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA1104",0.0000,0.0000,10.4057,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA1105",0.0000,0.0000,10.4057,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA1106",0.0000,0.0000,10.4057,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA1107",0.0000,0.0000,10.4057,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA1108",0.0000,0.0000,10.4057,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA1109",0.0000,0.0000,10.4057,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA110A",0.0000,0.0000,10.4057,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA2201",0.0000,0.0000,10.3505,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA2202",0.0000,0.0000,10.3527,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTA2203",0.0000,0.0000,10.3503,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTI0111",0.0000,0.0000,9.4701,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OTI0661",0.0000,0.0000,9.4635,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OWH0111",0.0000,6.6570,9.6961,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OWH1101",0.0000,0.0000,9.6901,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PAK0331",0.0000,88.5290,10.3547,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PAK2201",0.0000,0.0000,10.3347,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PAO1101",0.0000,24.6200,10.2576,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PEN0221",0.0000,26.8300,10.4845,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PEN0222",0.0000,0.0000,10.4845,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PEN0251",0.0000,1.6690,10.4194,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PEN0331",0.0000,183.4470,10.4635,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PEN1101",0.0000,94.1950,10.4431,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PEN2201",0.0000,0.0000,10.4127,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PIE1101",0.0000,0.0000,9.7445,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PNI0331",0.0000,7.2530,9.0475,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PNI1101",0.0000,0.0000,9.0239,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PNI1102",0.0000,0.0000,9.0253,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PPI2201",0.0000,0.0000,9.5649,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PPI2201 PPI0",34.0000,0.0000,9.5649,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PRM0331",0.0000,28.5440,9.0417,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PRM2201",0.0000,0.0000,9.0381,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PRM2202",0.0000,0.0000,9.0379,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PRT2201",0.0000,0.0000,9.0377,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PRT2202",0.0000,0.0000,9.0375,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RDF0331",0.0000,32.7050,9.6165,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RDF1101",0.0000,0.0000,9.6112,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RDF1102",0.0000,0.0000,9.6112,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RDF2201",0.0000,0.0000,9.6067,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RFC1101",0.0000,0.0000,9.8037,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RFN1101",0.0000,1.3260,9.8073,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RFN1102",0.0000,1.3790,9.8053,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROS0221",0.0000,53.1910,10.5329,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROS1101",0.0000,31.9340,10.5072,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROT0111",0.0000,12.8390,9.7204,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROT0331",0.0000,33.5350,9.7326,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROT1101",0.0000,0.0000,9.6774,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROT1101 WHE0",25.0000,0.0000,9.6774,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROT1102",0.0000,0.0000,9.7168,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROX1101",0.0000,0.0000,8.6572,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROX1101 ROX0",40.0100,0.0000,8.6572,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROX2201",0.0000,0.0000,8.7333,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROX2201 ROX0",120.0000,0.0000,8.7333,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RPO2201",0.0000,0.0000,9.3367,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RPO2201 RPO0",92.0000,0.0000,9.3367,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RTO1101",0.0000,0.0000,10.0854,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RTR1101",0.0000,0.0000,9.8511,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SBK0661",0.0000,27.5700,9.5678,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SDN0331",0.0000,47.7090,8.9086,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SDN2201",0.0000,0.0000,8.8889,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD0331",0.0000,15.0220,9.5204,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD1101",0.0000,0.0000,9.5157,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD2201",0.0000,0.3800,9.4972,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD2201 SFD21",0.0000,0.0000,9.4972,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD2201 SFD22",0.0000,0.0000,9.4972,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD2201 SPL0",0.0000,0.0000,9.4972,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","STK0331",0.0000,84.4900,9.8015,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","STK0661",0.0000,16.4330,9.8443,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","STK0661 COB0",1.0000,0.0000,9.8443,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","STK1101",0.0000,0.0000,9.8370,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","STK2201",0.0000,0.0000,9.7814,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","STU0111",0.0000,6.6240,8.9569,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","STU1101",0.0000,0.0000,8.9202,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SVL0331",0.0000,46.2220,10.4960,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SVL2201",0.0000,0.0000,10.4750,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SVL2202",0.0000,0.0000,10.4754,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SWN0251",0.0000,2.1300,10.3732,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SWN2201",0.0000,0.1320,10.3665,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TAK0331",0.0000,67.3670,10.3529,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TAK2201",0.0000,0.0000,10.3318,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TAK2202",0.0000,0.0000,10.3407,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TGA0111",0.0000,13.2950,9.7885,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TGA0331",0.0000,50.4950,9.7700,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TGA0331 KMI0",22.0000,0.0000,9.7700,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TGA1101",0.0000,0.0000,9.7583,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","THI2201",0.0000,0.0000,9.5656,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","THI2201 THI1",79.0000,0.0000,9.5656,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","THI2201 THI2",83.0000,0.0000,9.5656,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TIM0111",0.0000,43.3250,8.9045,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TIM1101",0.0000,0.0000,8.8622,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TIM2201",0.0000,0.0000,8.8570,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TIM2202",0.0000,0.0000,8.8570,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKA0111",0.0000,0.0000,8.1650,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKA0111 TKA1",23.0000,0.0000,8.1650,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKA0331",0.0000,2.1150,8.1896,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKA1101",0.0000,0.0000,8.2159,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKB2201",0.0000,0.0000,8.6918,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKB2201 TKB1",146.0000,0.0000,8.6918,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKR0331",0.0000,53.3330,9.0799,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKR1101",0.0000,0.0000,9.0173,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKU0331",0.0000,4.0120,9.3539,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKU2201",0.0000,0.0910,9.3242,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKU2201 TKU0",141.0000,0.0000,9.3242,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMH2201",0.0000,0.0000,8.8837,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMI0331",0.0000,26.1020,9.8352,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMI1101",0.0000,0.0000,9.7937,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMK0331",0.0000,31.8520,9.0142,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMK1101",0.0000,0.0000,8.9847,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMK1102",0.0000,0.0000,8.9835,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMN0551",0.0000,0.0000,9.7860,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMN2201",0.0000,0.0000,9.7781,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMU0111",0.0000,23.7760,10.2265,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TMU1101",0.0000,0.0000,10.2023,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TNG0111",0.0000,17.5000,9.2934,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TNG0551",0.0000,0.0000,9.2889,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TNG2201",0.0000,0.0000,9.2831,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TRK0111",0.0000,4.3970,9.6831,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TRK1101",0.0000,0.0000,9.6589,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TRK1102",0.0000,0.0000,9.6589,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TRK2201",0.0000,0.0000,9.6307,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI1101",0.0000,33.0500,9.1690,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI1101 KTW0",18.0000,0.0000,9.1690,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI1101 PRI0",39.0000,0.0000,9.1690,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI1101 TUI0",40.0000,0.0000,9.1690,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWC2201",0.0000,0.0000,9.1073,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWC2201 NZW0",27.0000,0.0000,9.1073,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWC2201 TWF0",63.7500,0.0000,9.1073,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWH0331",0.0000,78.8670,10.1741,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWH0331 TRC1",30.0000,0.0000,10.1741,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWH0331 TUK0",16.3890,0.0000,10.1741,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWH2201",0.0000,0.0000,10.1687,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWI2201",0.0000,572.0000,9.1123,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWT2201",0.0000,0.0000,9.1260,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWZ0331",0.0000,2.8170,8.6829,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWZ2201",0.0000,0.0000,8.6788,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWZ2202",0.0000,0.0000,8.6788,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","UHT0331",0.0000,15.9410,9.0420,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","UHT1101",0.0000,0.0000,9.0122,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAI0111",0.0000,7.1980,9.6018,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAI0501",0.0000,0.7840,9.6352,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WAI1101",0.0000,0.0000,9.5363,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WDV0111",0.0000,1.3010,9.1121,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WDV1101",0.0000,0.0000,9.1041,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WDV1101 TAP0",48.0050,0.0000,9.1041,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WDV1102",0.0000,0.0000,9.1041,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WEL0331",0.0000,21.6600,10.9184,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WEL1101",0.0000,0.0000,10.8860,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WEL1102",0.0000,0.0000,10.8865,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WGN0331",0.0000,22.5880,9.4082,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WGN1101",0.0000,0.0000,9.3650,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI0111",0.0000,60.0000,9.6373,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI2201",0.0000,0.0000,9.6146,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI2201 WHI0",0.0000,0.0000,9.6146,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHU0331",0.0000,20.4840,10.3391,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHU1101",0.0000,0.0000,10.3346,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL0331",0.0000,29.8440,9.0070,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL0331 MCK0",58.2730,0.0000,9.0070,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL1101",0.0000,0.0000,9.0044,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL2201",0.0000,0.0000,9.0137,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIR0331",0.0000,71.0130,10.5297,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIR1101",0.0000,0.0000,10.4972,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIR1102",0.0000,0.0000,10.4725,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKM2201",0.0000,6.0860,9.6774,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKM2201 MOK0",76.0000,0.0000,9.6774,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKM2201 WKM0",84.0000,0.0000,9.6774,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKM2202",0.0000,0.0000,9.6786,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKO0331",0.0000,18.8820,10.4458,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKO1101",0.0000,0.0000,10.4240,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPA2201",0.0000,0.3420,9.6390,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPA2201 WPA0",33.0000,0.0000,9.6390,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPR0331",0.0000,4.0290,9.3500,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPR0661",0.0000,1.4810,9.3215,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPR2202",0.0000,0.0000,9.3190,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPR2203",0.0000,0.0000,9.3196,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPT1101",0.0000,0.0000,9.7920,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPT1102",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPW0331",0.0000,11.7770,9.6209,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPW1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPW1102",0.0000,0.0000,9.5613,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRD0331",0.0000,39.0060,10.4835,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRD2201",0.0000,0.0000,10.4633,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK0331",0.0000,28.0250,9.5508,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK0331 RKA0",33.0000,0.0000,9.5508,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK0331 TAA0",13.0000,0.0000,9.5508,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK2201",0.0000,0.0010,9.5574,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK2201 WRK0",102.0000,0.0000,9.5574,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTK0111",0.0000,2.6130,8.6472,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTK0111 WTK0",75.0000,0.0000,8.6472,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTK0331",0.0000,0.0000,8.6588,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTK1101",0.0000,0.0000,8.6919,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTK1102",0.0000,0.0000,8.6884,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTK2201",0.0000,0.0000,8.6853,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTU0331",0.0000,47.9300,9.6381,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTU2201",0.0000,0.0000,9.6112,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTU2202",0.0000,0.0000,9.6112,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WVY0111",0.0000,1.6580,9.2652,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WVY1101",0.0000,0.3470,9.2366,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WVY1101 WPP0",34.3100,0.0000,9.2366,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WWD1102",0.0000,0.0000,8.9325,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WWD1102 WWD0",66.1340,0.0000,8.9325,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WWD1103",0.0000,0.0000,8.9342,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WWD1103 WWD0",72.8190,0.0000,8.9342,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ABY0111",0.0000,2.2790,8.6978,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ABY1101",0.0000,0.0000,8.6885,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ALB0331",0.0000,80.6960,10.5023,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ALB1101",0.0000,36.0000,10.4897,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ALB2201",0.0000,0.0000,10.4749,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","APS0111",0.0000,0.2830,9.4320,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","APS0661",0.0000,0.0000,9.4157,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARA2201",0.0000,0.0000,9.5522,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARA2201 ARA0",47.0000,0.0000,9.5522,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARG1101",0.0000,0.0000,9.6583,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARG1101 BRR0",8.0000,0.0000,9.6583,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARI1101",0.0000,0.1570,9.4983,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARI1101 ARI0",46.0000,0.0000,9.4983,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARI1102",0.0000,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARI1102 ARI0",40.6660,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ASB0661",0.0000,69.1420,9.0110,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ASB0661 HBK0",18.5000,0.0000,9.0110,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ASB2201",0.0000,0.0000,9.0062,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ASY0111",0.0000,11.8440,9.5639,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ASY0661",0.0000,0.0000,9.5571,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATI2201",0.0000,0.4180,9.5967,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATI2201 ATI0",34.0000,0.0000,9.5967,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATU1101",0.0000,0.0000,9.8969,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI2201",0.0000,0.0000,8.6694,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI2201 AVI0",129.8530,0.0000,8.6694,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BAL0331",0.0000,14.7420,9.2513,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BAL1101",0.0000,0.0000,9.2059,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BDE0111",0.0000,8.1170,9.1925,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BDE1101",0.0000,0.0000,9.1656,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN2201",0.0000,0.0000,8.6733,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN2202",0.0000,0.0000,8.6733,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN2202 BEN0",431.7610,0.0000,8.6733,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN3502",0.0000,0.0000,8.6733,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN3503",0.0000,0.0000,8.6733,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BHL2201",0.0000,0.0000,10.3208,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BHL2202",0.0000,0.0000,10.3209,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BLN0331",0.0000,47.1000,9.9738,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BLN1101",0.0000,0.0000,9.9519,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB0331",0.0000,6.9080,10.6646,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB1101",0.0000,52.4360,10.6342,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPC1101",0.0000,0.0000,8.8527,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPD1101",0.0000,4.4930,8.9208,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE0331",0.0000,58.0890,9.1883,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE0331 TWF0",30.7600,0.0000,9.1883,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE0551",0.0000,0.0000,9.1887,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE1101",0.0000,0.0000,9.1656,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE2201",0.0000,0.0000,9.1814,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPT1101",0.0000,0.2210,8.8547,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRB0331",0.0000,14.0190,10.7176,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRB2201",0.0000,0.0000,10.7100,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRK0331",0.0000,15.6660,9.3585,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRK2201",0.0000,0.0000,9.3401,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRK2202",0.0000,0.0000,9.3401,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRY0661",0.0000,75.8200,9.2137,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BRY2201",0.0000,0.0000,9.1987,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BWK1101",0.0000,0.0000,8.9934,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BWK1101 WPI0",0.0000,0.0000,8.9934,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CBG0111",0.0000,28.6800,10.1304,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CBG1101",0.0000,0.0000,10.0950,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CBG1102",0.0000,0.0000,10.0950,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CLH0111",0.0000,0.2720,9.1122,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CLH0661",0.0000,0.0000,9.1005,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CML0331",0.0000,18.6710,8.7077,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CML1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CML1102",0.0000,0.0000,8.6981,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CML2201",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CML2202",0.0000,0.0000,8.6863,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","COL0111",0.0000,0.1350,8.8944,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","COL0661",0.0000,0.1930,8.8919,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","COL0661 COL0",24.0000,0.0000,8.8919,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CPK0111",0.0000,12.9470,9.0810,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CPK0331",0.0000,90.6360,9.0421,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CPK1101",0.0000,0.0000,8.9953,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CPK1102",0.0000,0.0000,8.9956,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CPK1103",0.0000,0.0000,9.0370,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CST0331",0.0000,31.6670,9.7133,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CST1101",0.0000,0.0000,9.6945,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CUL0331",0.0000,7.2580,9.4385,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CUL0661",0.0000,4.4240,9.4821,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CUL2202",0.0000,0.0000,9.4162,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CUL2203",0.0000,0.0000,9.4153,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CYD0331",0.0000,-5.7700,8.6686,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CYD2201",0.0000,0.0000,8.6705,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CYD2201 CYD0",300.0000,0.0000,8.6705,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","DOB0331",0.0000,2.1690,9.9721,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","DOB0661",0.0000,0.0000,9.9647,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","DOB1101",0.0000,0.0000,9.9469,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","DOB1102",0.0000,0.0000,9.9526,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","DRY2201",0.0000,0.0000,10.3406,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","DRY2202",0.0000,0.0000,10.3406,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","DVK0111",0.0000,8.2170,9.3409,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","DVK1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","DVK1102",0.0000,0.0000,9.3174,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","EDG0331",0.0000,29.3860,9.5982,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","EDG1101",0.0000,0.0000,9.4912,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","EDG1102",0.0000,0.0000,9.4912,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","EDG2201",0.0000,0.0000,9.5759,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","EDN0331",0.0000,24.8340,9.2388,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","EDN1101",0.0000,0.0000,9.2064,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","FHL0331",0.0000,30.7380,9.6387,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","FHL1101",0.0000,0.0000,9.6214,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","FKN0331",0.0000,33.9940,9.0736,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","FKN1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","FKN1102",0.0000,0.0000,9.0483,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GFD0331",0.0000,38.4020,9.0485,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GFD1101",0.0000,0.0000,9.0235,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GFD1102",0.0000,0.0000,9.0105,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GLN0331",0.0000,57.0000,10.3687,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GLN0332",0.0000,33.7370,10.3508,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GLN0332 GLN0",35.0000,0.0000,10.3508,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GLN2201",0.0000,0.0000,10.3539,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GNY1101",0.0000,0.0000,8.9355,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GOR0331",0.0000,20.6620,9.0843,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GOR1101",0.0000,0.0000,9.0547,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GOR1102",0.0000,0.0000,9.0547,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GOR2201",0.0000,0.0000,9.0165,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GOR2202",0.0000,0.0000,9.0166,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GOT2201",0.0000,0.0000,9.0151,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GOT2202",0.0000,0.0000,9.0151,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GYM0661",0.0000,6.7570,10.0057,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GYT0331",0.0000,6.9910,9.1797,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GYT1101",0.0000,0.0000,9.1300,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GYT1102",0.0000,0.0000,9.1300,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAM0111",0.0000,13.5000,10.1124,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAM0331",0.0000,76.7450,10.1543,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAM0551",0.0000,0.0000,10.1260,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAM1101",0.0000,0.0000,10.0754,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAM2201",0.0000,0.0000,10.1192,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAY0111",0.0000,8.1540,9.0141,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAY0331",0.0000,8.1710,9.0148,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAY1101",0.0000,0.0000,9.0046,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAY2201",0.0000,0.0000,9.0018,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAY3502",0.0000,0.0000,9.0018,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAY3503",0.0000,0.0000,9.0018,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HEN0331",0.0000,66.8670,10.4754,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HEN1101",0.0000,0.0000,10.4541,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HEN2201",0.0000,0.0000,10.4423,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HEP0331",0.0000,68.3930,10.5316,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HEP1101",0.0000,0.0000,10.5030,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HIN0331",0.0000,28.2540,10.3192,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HIN1101",0.0000,0.0000,10.2946,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HKK0661",0.0000,5.7950,10.1007,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY0331",0.0000,16.4180,10.1948,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY2201",0.0000,4.3090,10.1904,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY2201 HLY1",0.0000,0.0000,10.1904,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY2201 HLY2",0.0000,0.0000,10.1904,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY2201 HLY4",0.0000,0.0000,10.1904,0.0000,0.0000 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12:33:14","HUI0331",0.0000,17.6350,9.7340,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HUI1101",0.0000,0.0000,9.7301,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA0331",0.0000,16.4010,9.4419,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA0332",0.0000,9.6710,9.4465,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1101",0.0000,0.0230,9.4200,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1101 PTA1",9.0000,0.0000,9.4200,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1101 PTA2",0.0000,0.0000,9.4200,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1101 PTA3",0.0000,0.0000,9.4200,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1102",0.0000,2.3330,9.4200,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1102 WAA0",16.0000,0.0000,9.4200,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWB0331",0.0000,68.1550,8.8937,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWB0331 MAH0",35.8000,0.0000,8.8937,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWB0331 WPI0",0.0000,0.0000,8.8937,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWB1101",0.0000,0.0000,8.8513,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWB2201",0.0000,0.0000,8.8896,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","IGH1101",0.0000,0.0000,9.7747,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV0331",0.0000,66.5140,9.0709,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV1101",0.0000,0.0000,9.1091,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV2201",0.0000,0.0000,9.0550,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","INV2202",0.0000,0.0000,9.0550,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ISL0331",0.0000,48.3540,9.2282,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ISL0661",0.0000,252.2030,9.2350,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ISL2201",0.0000,0.0000,9.2079,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","JRD1101",0.0000,0.2250,9.6755,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","JRD1101 JRD0",0.0000,0.0000,9.6755,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAI0111",0.0000,14.5690,9.7014,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAI0661",0.0000,0.0000,9.6723,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0111",0.0000,15.3060,9.4518,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0111 TAM0",0.0000,0.0000,9.4518,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0112",0.0000,19.0000,9.4031,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0112 DLS0",0.0000,0.0000,9.4031,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0112 ONU0",40.0000,0.0000,9.4031,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0113",0.0000,0.0000,9.4878,0.0000,0.0000 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12:33:14","KPU1101",0.0000,0.0000,10.4563,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KPU1102",0.0000,0.0000,10.4564,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KUM0661",0.0000,0.4600,10.0054,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KUM0661 KUM0",0.0000,0.0000,10.0054,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KWA0111",0.0000,16.5890,9.0278,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KWA1101",0.0000,0.0000,9.0116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KWA1102",0.0000,0.0000,9.0116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LFD1101",0.0000,6.2710,9.7114,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LFD1102",0.0000,6.0830,9.7114,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LIV2201",0.0000,0.0000,8.7732,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LTN0331",0.0000,34.2540,9.1329,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LTN0331 TWF0",27.8000,0.0000,9.1329,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LTN2201",0.0000,0.2210,9.1073,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LTN2201 TUR0",107.0000,0.0000,9.1073,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LTN2202",0.0000,0.0000,9.1518,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MAN2201",0.0000,0.9310,8.8450,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MAN2201 MAN0",406.0000,0.0000,8.8450,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MAT1101",0.0000,4.5520,9.2962,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MAT1101 ANI0",23.0000,0.0000,9.2962,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MAT1101 MAT0",60.0000,0.0000,9.2962,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MCH0111",0.0000,0.0000,9.7274,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MCH1101",0.0000,0.0000,9.7244,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN1101",0.0000,0.0000,10.7222,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MDN2201",0.0000,0.0000,10.7113,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MGM0331",0.0000,9.4620,9.2289,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MGM1101",0.0000,0.0000,9.1913,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHO0331",0.0000,21.8390,9.4130,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHO0331 MHO0",0.0000,0.0000,9.4130,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHO1101",0.0000,0.0000,9.3912,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHO1102",0.0000,0.0000,9.3912,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHT1102",0.0000,0.0000,8.9882,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHT1103",0.0000,0.0000,8.9886,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MKE1101",0.0000,0.0000,9.7307,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MKE1101 MKE1",0.0000,0.0000,9.7307,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MKT1101",0.0000,0.0000,9.7390,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MLG0111",0.0000,14.5490,9.0847,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MLG0331",0.0000,17.7830,9.0665,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MLG1101",0.0000,0.0000,9.0578,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MLG1102",0.0000,0.0000,9.0560,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNG0331",0.0000,82.1770,10.4499,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNG1101",0.0000,4.0010,10.4272,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNI0111",0.0000,10.0920,9.7630,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MNI1101",0.0000,0.0000,9.7352,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MPE1101",0.0000,76.3410,10.7560,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MST0331",0.0000,29.2280,9.2687,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MST1101",0.0000,0.0000,9.2465,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTI2201",0.0000,0.1650,9.6507,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTI2201 MTI0",118.0000,0.0000,9.6507,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTM0331",0.0000,38.7650,9.8099,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTM1101",0.0000,0.0000,9.7892,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTN0331",0.0000,10.4380,9.3085,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTN1101",0.0000,0.0000,9.2905,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTN1102",0.0000,0.0000,9.2899,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTO0331",0.0000,13.6740,10.9771,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTO1101",0.0000,0.0000,10.9335,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTO1102",0.0000,0.0000,10.9339,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTR0331",0.0000,3.9530,9.4626,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTR1101",0.0000,0.0000,9.4467,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MVE1101",0.0000,0.0000,10.2550,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MVE1102",0.0000,0.0000,10.2551,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NAP2201",0.0000,0.0000,9.5223,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NAP2201 NAP0",140.0000,0.0000,9.5223,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NAP2202",0.0000,0.0000,9.5223,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NAP2202 NTM0",63.0000,0.0000,9.5223,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NGA1101",0.0000,0.0000,10.6809,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NMA0331",0.0000,28.0740,9.0365,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NMA0331 WHL0",31.5110,0.0000,9.0365,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NMA2201",0.0000,0.0000,9.0434,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NPK0331",0.0000,2.1250,9.8691,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NPK1101",0.0000,0.0000,9.8643,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NSY0331",0.0000,25.5960,8.7667,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NSY0331 PAE0",11.0000,0.0000,8.7667,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NSY2201",0.0000,0.0000,8.7615,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OAM0331",0.0000,22.3420,9.1422,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OAM1101",0.0000,0.0000,9.1088,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OAM1102",0.0000,0.0000,9.1215,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHA2201",0.0000,0.0000,8.6669,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHA2201 OHA0",154.2000,0.0000,8.6669,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHB2201",0.0000,0.0000,8.6764,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHB2201 OHB0",150.0000,0.0000,8.6764,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHC2201",0.0000,0.0000,8.6595,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHC2201 OHC0",167.1860,0.0000,8.6595,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHK2201",0.0000,0.0120,9.5729,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHK2201 OHK0",69.0000,0.0000,9.5729,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHW2201",0.0000,0.0000,10.1743,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHW2202",0.0000,0.0000,10.1743,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OKE1101",0.0000,0.0000,9.6776,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OKI2201",0.0000,0.4140,9.5373,0.0000,0.0000 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13:30","10-OCT-2022 12:33:14","ORO1102",0.0000,0.0000,9.7747,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA0221",0.0000,42.5060,10.3844,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA1103",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA1104",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA1105",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA1106",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA1107",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA1108",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA1109",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA110A",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA2201",0.0000,0.0000,10.3566,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA2202",0.0000,0.0000,10.3588,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTA2203",0.0000,0.0000,10.3564,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTI0111",0.0000,0.0000,9.5224,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OTI0661",0.0000,0.0000,9.5157,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OWH0111",0.0000,6.2940,9.6987,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OWH1101",0.0000,0.0000,9.6928,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PAK0331",0.0000,88.2590,10.3607,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PAK2201",0.0000,0.0000,10.3407,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PAO1101",0.0000,24.0760,10.2581,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PEN0221",0.0000,27.3200,10.4906,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PEN0222",0.0000,0.0000,10.4906,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PEN0251",0.0000,1.6720,10.4255,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PEN0331",0.0000,182.3520,10.4697,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PEN1101",0.0000,94.0270,10.4492,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PEN2201",0.0000,0.0000,10.4188,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PIE1101",0.0000,0.0000,9.7472,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PNI0331",0.0000,6.9670,9.0514,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PNI1101",0.0000,0.0000,9.0278,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PNI1102",0.0000,0.0000,9.0292,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PPI2201",0.0000,0.0000,9.5676,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PPI2201 PPI0",34.0000,0.0000,9.5676,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PRM0331",0.0000,26.6480,9.0458,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PRM2201",0.0000,0.0000,9.0422,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PRM2202",0.0000,0.0000,9.0421,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PRT2201",0.0000,0.0000,9.0418,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PRT2202",0.0000,0.0000,9.0417,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RDF0331",0.0000,32.4970,9.6192,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RDF1101",0.0000,0.0000,9.6139,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RDF1102",0.0000,0.0000,9.6139,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RDF2201",0.0000,0.0000,9.6093,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RFC1101",0.0000,0.0000,9.8215,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RFN1101",0.0000,1.1530,9.8254,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RFN1102",0.0000,1.2780,9.8232,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROS0221",0.0000,52.6530,10.5389,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROS1101",0.0000,32.0010,10.5132,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROT0111",0.0000,12.2730,9.7231,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROT0331",0.0000,34.3660,9.7353,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROT1101",0.0000,0.0000,9.6801,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROT1101 WHE0",25.0000,0.0000,9.6801,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROT1102",0.0000,0.0000,9.7195,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROX1101",0.0000,0.0000,8.6626,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROX1101 ROX0",40.0100,0.0000,8.6626,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROX2201",0.0000,0.0000,8.7387,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROX2201 ROX0",120.0000,0.0000,8.7387,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RPO2201",0.0000,0.0000,9.3399,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RPO2201 RPO0",92.0000,0.0000,9.3399,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RTO1101",0.0000,0.0000,10.0859,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RTR1101",0.0000,0.0000,9.8500,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SBK0661",0.0000,27.0610,9.5734,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SDN0331",0.0000,47.6150,8.9141,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SDN2201",0.0000,0.0000,8.8944,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD0331",0.0000,14.4330,9.5352,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD1101",0.0000,0.0000,9.5305,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD2201",0.0000,0.3730,9.5089,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD2201 SFD21",0.0000,0.0000,9.5089,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD2201 SFD22",0.0000,0.0000,9.5089,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD2201 SPL0",0.0000,0.0000,9.5089,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","STK0331",0.0000,84.6820,9.8099,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","STK0661",0.0000,15.9390,9.8533,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","STK0661 COB0",1.0000,0.0000,9.8533,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","STK1101",0.0000,0.0000,9.8460,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","STK2201",0.0000,0.0000,9.7899,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","STU0111",0.0000,6.3820,8.9625,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","STU1101",0.0000,0.0000,8.9258,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SVL0331",0.0000,44.9340,10.5022,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SVL2201",0.0000,0.0000,10.4812,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SVL2202",0.0000,0.0000,10.4816,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SWN0251",0.0000,1.8480,10.3793,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SWN2201",0.0000,0.1380,10.3726,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TAK0331",0.0000,66.8180,10.3605,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TAK2201",0.0000,0.0000,10.3394,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TAK2202",0.0000,0.0000,10.3483,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TGA0111",0.0000,12.5700,9.7911,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TGA0331",0.0000,48.6550,9.7661,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TGA0331 KMI0",22.0000,0.0000,9.7661,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TGA1101",0.0000,0.0000,9.7610,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","THI2201",0.0000,0.0000,9.5682,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","THI2201 THI1",79.0000,0.0000,9.5682,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","THI2201 THI2",83.0000,0.0000,9.5682,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TIM0111",0.0000,44.8800,8.9100,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TIM1101",0.0000,0.0000,8.8677,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TIM2201",0.0000,0.0000,8.8625,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TIM2202",0.0000,0.0000,8.8625,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKA0111",0.0000,0.0000,8.3001,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKA0111 TKA1",23.0000,0.0000,8.3001,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKA0331",0.0000,2.0900,8.3252,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKA1101",0.0000,0.0000,8.3519,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKB2201",0.0000,0.0000,8.6972,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKB2201 TKB1",146.0000,0.0000,8.6972,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKR0331",0.0000,52.9120,9.0838,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKR1101",0.0000,0.0000,9.0212,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKU0331",0.0000,4.0620,9.3570,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKU2201",0.0000,0.1010,9.3273,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKU2201 TKU0",141.0000,0.0000,9.3273,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMH2201",0.0000,0.0000,8.8893,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMI0331",0.0000,24.6730,9.8379,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMI1101",0.0000,0.0000,9.7963,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMK0331",0.0000,34.2490,9.0198,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMK1101",0.0000,0.0000,8.9903,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMK1102",0.0000,0.0000,8.9891,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMN0551",0.0000,0.0000,9.7993,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMN2201",0.0000,0.0000,9.7914,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMU0111",0.0000,22.6130,10.2270,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TMU1101",0.0000,0.0000,10.2028,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TNG0111",0.0000,17.5000,9.2970,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TNG0551",0.0000,0.0000,9.2926,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TNG2201",0.0000,0.0000,9.2868,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRK0111",0.0000,4.1790,9.6858,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRK1101",0.0000,0.0000,9.6615,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRK1102",0.0000,0.0000,9.6615,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TRK2201",0.0000,0.0000,9.6333,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI1101",0.0000,32.5550,9.1715,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI1101 KTW0",18.0000,0.0000,9.1715,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI1101 PRI0",39.0000,0.0000,9.1715,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI1101 TUI0",40.0000,0.0000,9.1715,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWC2201",0.0000,0.0000,9.1118,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWC2201 NZW0",27.0000,0.0000,9.1118,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWC2201 TWF0",63.7500,0.0000,9.1118,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWH0331",0.0000,76.7290,10.1896,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWH0331 TRC1",30.0000,0.0000,10.1896,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWH0331 TUK0",15.8470,0.0000,10.1896,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWH2201",0.0000,0.0000,10.1842,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWI2201",0.0000,572.0000,9.1180,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWT2201",0.0000,0.0000,9.1305,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWZ0331",0.0000,3.0770,8.6883,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWZ2201",0.0000,0.0000,8.6842,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWZ2202",0.0000,0.0000,8.6842,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","UHT0331",0.0000,15.6050,9.0456,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","UHT1101",0.0000,0.0000,9.0158,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAI0111",0.0000,6.9830,9.5888,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAI0501",0.0000,0.6800,9.6222,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WAI1101",0.0000,0.0000,9.5389,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WDV0111",0.0000,1.3150,9.1140,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WDV1101",0.0000,0.0000,9.1012,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WDV1101 TAP0",50.2760,0.0000,9.1012,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WDV1102",0.0000,0.0000,9.1012,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WEL0331",0.0000,20.9610,10.9247,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WEL1101",0.0000,0.0000,10.8923,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WEL1102",0.0000,0.0000,10.8928,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WGN0331",0.0000,21.4680,9.3380,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WGN1101",0.0000,0.0000,9.2951,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI0111",0.0000,60.0000,9.6400,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI2201",0.0000,0.0040,9.6173,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI2201 WHI0",0.0000,0.0000,9.6173,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHU0331",0.0000,20.6300,10.3397,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHU1101",0.0000,0.0000,10.3351,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL0331",0.0000,29.4870,9.0111,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL0331 MCK0",58.5280,0.0000,9.0111,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL1101",0.0000,0.0000,9.0083,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL2201",0.0000,0.0000,9.0178,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIR0331",0.0000,70.7980,10.5355,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIR1101",0.0000,0.0000,10.5030,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIR1102",0.0000,0.0000,10.4783,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM2201",0.0000,5.8220,9.6800,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM2201 MOK0",76.0000,0.0000,9.6800,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM2201 WKM0",84.0000,0.0000,9.6800,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM2202",0.0000,0.0000,9.6812,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKO0331",0.0000,18.5480,10.4464,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKO1101",0.0000,0.0000,10.4246,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPA2201",0.0000,0.3360,9.6416,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPA2201 WPA0",33.0000,0.0000,9.6416,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPR0331",0.0000,4.0700,9.3561,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPR0661",0.0000,1.5300,9.3275,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPR2202",0.0000,0.0000,9.3253,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPR2203",0.0000,0.0000,9.3258,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPT1101",0.0000,0.0000,9.8082,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPT1102",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPW0331",0.0000,11.8850,9.6178,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPW1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPW1102",0.0000,0.0000,9.5583,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRD0331",0.0000,38.1700,10.4897,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRD2201",0.0000,0.0000,10.4695,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK0331",0.0000,26.2180,9.5428,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK0331 RKA0",33.0000,0.0000,9.5428,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK0331 TAA0",13.0000,0.0000,9.5428,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK2201",0.0000,0.0030,9.5600,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK2201 WRK0",102.0000,0.0000,9.5600,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTK0111",0.0000,2.7820,8.6526,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTK0111 WTK0",75.0000,0.0000,8.6526,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTK0331",0.0000,0.0000,8.6642,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTK1101",0.0000,0.0000,8.6972,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTK1102",0.0000,0.0000,8.6912,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTK2201",0.0000,0.0000,8.6907,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTU0331",0.0000,47.6040,9.6407,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTU2201",0.0000,0.0000,9.6139,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTU2202",0.0000,0.0000,9.6139,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WVY0111",0.0000,1.5980,9.3042,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WVY1101",0.0000,0.3770,9.2755,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WVY1101 WPP0",34.3100,0.0000,9.2755,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WWD1102",0.0000,0.0000,8.9364,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WWD1102 WWD0",66.3450,0.0000,8.9364,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WWD1103",0.0000,0.0000,8.9381,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WWD1103 WWD0",72.9280,0.0000,8.9381,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ABY0111",0.0000,2.3430,8.3223,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ABY1101",0.0000,0.0000,8.3134,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ALB0331",0.0000,80.1120,10.3993,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ALB1101",0.0000,35.7800,10.3868,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ALB2201",0.0000,0.0000,10.3722,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","APS0111",0.0000,0.3210,9.0249,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","APS0661",0.0000,0.0000,9.0092,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARA2201",0.0000,0.0000,9.4673,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARA2201 ARA0",47.0000,0.0000,9.4673,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARG1101",0.0000,0.0000,9.2414,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARG1101 BRR0",8.0000,0.0000,9.2414,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARI1101",0.0000,0.1560,9.3956,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARI1101 ARI0",46.0000,0.0000,9.3956,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARI1102",0.0000,0.0000,9.8954,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARI1102 ARI0",40.0000,0.0000,9.8954,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ASB0661",0.0000,73.2150,8.6220,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ASB0661 HBK0",18.5000,0.0000,8.6220,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ASB2201",0.0000,0.0000,8.6175,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ASY0111",0.0000,11.7410,9.1511,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ASY0661",0.0000,0.0000,9.1446,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATI2201",0.0000,0.4150,9.5156,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATI2201 ATI0",34.0000,0.0000,9.5156,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATU1101",0.0000,0.0000,9.4697,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI2201",0.0000,0.0000,8.2951,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI2201 AVI0",133.0880,0.0000,8.2951,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BAL0331",0.0000,15.0840,8.8519,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BAL1101",0.0000,0.0000,8.8085,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BDE0111",0.0000,8.0600,8.7957,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BDE1101",0.0000,0.0000,8.7699,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN2201",0.0000,0.0000,8.2989,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN2202",0.0000,0.0000,8.2989,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN2202 BEN0",442.5180,0.0000,8.2989,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN3502",0.0000,0.0000,8.2989,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN3503",0.0000,0.0000,8.2989,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BHL2201",0.0000,0.0000,10.2206,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BHL2202",0.0000,0.0000,10.2206,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BLN0331",0.0000,48.1250,9.5433,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BLN1101",0.0000,0.0000,9.5223,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB0331",0.0000,7.4270,10.5609,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB1101",0.0000,51.3320,10.5307,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPC1101",0.0000,0.0000,8.4727,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPD1101",0.0000,4.3890,8.5361,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE0331",0.0000,57.9820,8.9499,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE0331 TWF0",30.7600,0.0000,8.9499,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE0551",0.0000,0.0000,8.9503,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE1101",0.0000,0.0000,8.9295,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE2201",0.0000,0.0000,8.9431,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPT1101",0.0000,0.2220,8.4746,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRB0331",0.0000,14.2320,10.6125,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRB2201",0.0000,0.0000,10.6050,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRK0331",0.0000,15.4880,9.1336,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRK2201",0.0000,0.0000,9.1156,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRK2202",0.0000,0.0000,9.1156,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRY0661",0.0000,74.2580,8.8160,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BRY2201",0.0000,0.0000,8.8016,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BWK1101",0.0000,0.0000,8.6051,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BWK1101 WPI0",0.0000,0.0000,8.6051,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CBG0111",0.0000,27.4860,10.0342,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CBG1101",0.0000,0.0000,9.9991,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CBG1102",0.0000,0.0000,9.9991,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CLH0111",0.0000,0.3030,8.7189,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CLH0661",0.0000,0.0000,8.7076,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CML0331",0.0000,18.0890,8.3318,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CML1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CML1102",0.0000,0.0000,8.3226,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CML2201",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CML2202",0.0000,0.0000,8.3113,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","COL0111",0.0000,0.1440,8.5104,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","COL0661",0.0000,0.2300,8.5081,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","COL0661 COL0",24.0000,0.0000,8.5081,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CPK0111",0.0000,12.5950,8.8401,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CPK0331",0.0000,88.9760,8.8022,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CPK1101",0.0000,0.0000,8.7567,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CPK1102",0.0000,0.0000,8.7569,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CPK1103",0.0000,0.0000,8.7973,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CST0331",0.0000,31.2170,9.4377,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CST1101",0.0000,0.0000,9.4334,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CUL0331",0.0000,8.2580,9.0310,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CUL0661",0.0000,4.4160,9.0727,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CUL2202",0.0000,0.0000,9.0098,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CUL2203",0.0000,0.0000,9.0089,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CYD0331",0.0000,-6.3780,8.2944,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CYD2201",0.0000,0.0000,8.2963,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CYD2201 CYD0",300.0000,0.0000,8.2963,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","DOB0331",0.0000,2.3220,9.5416,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","DOB0661",0.0000,0.0000,9.5346,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","DOB1101",0.0000,0.0000,9.5175,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","DOB1102",0.0000,0.0000,9.5229,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","DRY2201",0.0000,0.0000,10.2375,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","DRY2202",0.0000,0.0000,10.2375,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","DVK0111",0.0000,8.1280,9.1000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","DVK1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","DVK1102",0.0000,0.0000,9.0771,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","EDG0331",0.0000,29.4490,9.5168,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","EDG1101",0.0000,0.0000,9.4107,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","EDG1102",0.0000,0.0000,9.4107,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","EDG2201",0.0000,0.0000,9.4948,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","EDN0331",0.0000,25.3640,8.8509,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","EDN1101",0.0000,0.0000,8.8090,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","FHL0331",0.0000,31.0100,9.5440,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","FHL1101",0.0000,0.0000,9.5269,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","FKN0331",0.0000,33.5810,8.6819,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","FKN1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","FKN1102",0.0000,0.0000,8.6577,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GFD0331",0.0000,37.9150,8.8120,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GFD1101",0.0000,0.0000,8.7876,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GFD1102",0.0000,0.0000,8.7750,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GLN0331",0.0000,57.0000,10.2653,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GLN0332",0.0000,35.5260,10.2540,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GLN0332 GLN0",35.0000,0.0000,10.2540,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GLN2201",0.0000,0.0000,10.2506,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GNY1101",0.0000,0.0000,8.5503,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GOR0331",0.0000,20.9690,8.6921,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GOR1101",0.0000,0.0000,8.6639,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GOR1102",0.0000,0.0000,8.6639,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GOR2201",0.0000,0.0000,8.6273,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GOR2202",0.0000,0.0000,8.6273,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GOT2201",0.0000,0.0000,8.6259,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GOT2202",0.0000,0.0000,8.6259,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GYM0661",0.0000,6.7040,9.5737,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GYT0331",0.0000,6.8290,8.9403,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GYT1101",0.0000,0.0000,8.8919,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GYT1102",0.0000,0.0000,8.8919,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAM0111",0.0000,13.3970,10.0162,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAM0331",0.0000,75.9460,10.0577,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAM0551",0.0000,0.0000,10.0297,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAM1101",0.0000,0.0000,9.9796,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAM2201",0.0000,0.0000,10.0229,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAY0111",0.0000,7.7900,8.7784,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAY0331",0.0000,8.1410,8.7791,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAY1101",0.0000,0.0000,8.7692,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAY2201",0.0000,0.0000,8.7683,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAY3502",0.0000,0.0000,8.7683,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAY3503",0.0000,0.0000,8.7683,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HEN0331",0.0000,65.1920,10.3727,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HEN1101",0.0000,0.0000,10.3516,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HEN2201",0.0000,0.0000,10.3399,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HEP0331",0.0000,66.2540,10.4284,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HEP1101",0.0000,0.0000,10.4001,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HIN0331",0.0000,28.4120,10.2212,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HIN1101",0.0000,0.0000,10.1969,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HKK0661",0.0000,6.1730,9.6647,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY0331",0.0000,16.4150,10.0888,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201",0.0000,4.2800,10.0844,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY1",0.0000,0.0000,10.0844,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY2",0.0000,0.0000,10.0844,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY4",0.0000,0.0000,10.0844,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY5",210.0000,0.0000,10.0844,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY6",0.0000,0.0000,10.0844,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HOB1101",0.0000,35.1140,10.3470,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HOB2201",0.0000,0.0000,10.3607,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HOR0331",0.0000,8.1580,8.9505,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HOR0661",0.0000,5.3920,8.9086,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HPI2201",0.0000,0.0000,10.3468,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HPI2202",0.0000,0.0000,10.3468,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HTI0331",0.0000,12.4350,10.0849,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HTI1101",0.0000,9.6370,10.0490,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HUI0331",0.0000,17.2130,9.4564,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HUI1101",0.0000,0.0000,9.4526,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA0331",0.0000,16.7700,9.2278,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA0332",0.0000,9.7260,9.2323,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1101",0.0000,0.0250,9.2063,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1101 PTA1",9.0000,0.0000,9.2063,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1101 PTA2",0.0000,0.0000,9.2063,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1101 PTA3",0.0000,0.0000,9.2063,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1102",0.0000,2.3560,9.2063,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1102 WAA0",16.0000,0.0000,9.2063,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWB0331",0.0000,68.1500,8.5098,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWB0331 MAH0",35.8000,0.0000,8.5098,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWB0331 WPI0",0.0000,0.0000,8.5098,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWB1101",0.0000,0.0000,8.4692,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWB2201",0.0000,0.0000,8.5059,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","IGH1101",0.0000,0.0000,9.3528,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","INV0331",0.0000,66.9710,8.6793,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","INV1101",0.0000,0.0000,8.7159,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","INV2201",0.0000,0.0000,8.6641,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","INV2202",0.0000,0.0000,8.6641,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ISL0331",0.0000,48.5620,8.8298,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ISL0661",0.0000,249.1810,8.8363,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ISL2201",0.0000,0.0000,8.8104,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","JRD1101",0.0000,0.2120,9.4205,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","JRD1101 JRD0",0.0000,0.0000,9.4205,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAI0111",0.0000,14.3610,9.2826,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAI0661",0.0000,0.0000,9.2547,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0111",0.0000,15.1360,9.3715,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0111 TAM0",0.0000,0.0000,9.3715,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0112",0.0000,19.0000,9.3233,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0112 DLS0",0.0000,0.0000,9.3233,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0112 ONU0",40.0000,0.0000,9.3233,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0113",0.0000,0.0000,9.4072,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0113 DLS1",0.0000,0.0000,9.4072,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW1101",0.0000,0.0000,9.3287,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW1101 KAG0",107.0000,0.0000,9.3287,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW2201",0.0000,0.0000,9.4024,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KBT0661",0.0000,0.0000,8.8834,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KBT0662",0.0000,0.0000,8.8834,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KBY0661",0.0000,6.1560,8.8864,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KBY0662",0.0000,6.2700,8.8864,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIK0111",0.0000,1.4460,9.2274,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIK1101",0.0000,0.0000,9.2354,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIK2201",0.0000,0.0000,9.2590,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN0111",0.0000,17.7000,9.6694,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN0112",0.0000,13.0880,9.6138,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN0112 KIN0",30.0000,0.0000,9.6138,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN0113",0.0000,33.0000,9.6668,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN0331",0.0000,11.0760,9.6511,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN1005",0.0000,0.0000,9.6138,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN1009",0.0000,0.0000,9.6350,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN1101",0.0000,0.0000,9.6290,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN1102",0.0000,0.0000,9.6290,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KMO0331",0.0000,16.7690,9.6702,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KMO1101",0.0000,0.0000,9.6489,0.0000,0.0000 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12:33:14","KPU1101",0.0000,0.0000,10.3568,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KPU1102",0.0000,0.0000,10.3569,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KUM0661",0.0000,0.2040,9.5734,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KUM0661 KUM0",0.0000,0.0000,9.5734,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KWA0111",0.0000,16.4680,8.7883,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KWA1101",0.0000,0.0000,8.7725,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KWA1102",0.0000,0.0000,8.7725,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LFD1101",0.0000,6.3740,9.6303,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LFD1102",0.0000,6.2010,9.6303,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LIV2201",0.0000,0.0000,8.3945,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LTN0331",0.0000,34.4220,8.8959,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LTN0331 TWF0",27.8000,0.0000,8.8959,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LTN2201",0.0000,0.0250,8.8707,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LTN2201 TUR0",107.0000,0.0000,8.8707,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LTN2202",0.0000,0.0000,8.9146,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MAN2201",0.0000,0.9730,8.4632,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MAN2201 MAN0",406.0000,0.0000,8.4632,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MAT1101",0.0000,4.3160,9.2173,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MAT1101 ANI0",23.0000,0.0000,9.2173,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MAT1101 MAT0",60.0000,0.0000,9.2173,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MCH0111",0.0000,0.0000,9.3075,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MCH1101",0.0000,0.0000,9.3046,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MDN1101",0.0000,0.0000,10.6171,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MDN2201",0.0000,0.0000,10.6063,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MGM0331",0.0000,9.5910,8.9901,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MGM1101",0.0000,0.0000,8.9535,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MHO0331",0.0000,21.9890,9.1706,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MHO0331 MHO0",0.0000,0.0000,9.1706,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MHO1101",0.0000,0.0000,9.1493,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MHO1102",0.0000,0.0000,9.1493,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MHT1102",0.0000,0.0000,8.7498,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MHT1103",0.0000,0.0000,8.7501,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MKE1101",0.0000,0.0000,9.4198,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MKE1101 MKE1",0.0000,0.0000,9.4198,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MKT1101",0.0000,0.0000,9.4278,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MLG0111",0.0000,14.5660,8.8472,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MLG0331",0.0000,17.3870,8.8295,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MLG1101",0.0000,0.0000,8.8210,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MLG1102",0.0000,0.0000,8.8193,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MNG0331",0.0000,81.9040,10.3475,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MNG1101",0.0000,4.0010,10.3251,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MNI0111",0.0000,9.9960,9.4677,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MNI1101",0.0000,0.0000,9.4408,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MPE1101",0.0000,76.1680,10.6505,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MST0331",0.0000,29.5340,9.0274,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MST1101",0.0000,0.0000,9.0057,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTI2201",0.0000,0.1670,9.5723,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTI2201 MTI0",134.0000,0.0000,9.5723,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTM0331",0.0000,38.3420,9.7268,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTM1101",0.0000,0.0000,9.7063,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTN0331",0.0000,10.5380,9.0731,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTN1101",0.0000,0.0000,9.0556,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTN1102",0.0000,0.0000,9.0550,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTO0331",0.0000,13.8280,10.8695,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTO1101",0.0000,0.0000,10.8264,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTO1102",0.0000,0.0000,10.8267,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTR0331",0.0000,3.8770,9.2071,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTR1101",0.0000,0.0000,9.1917,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MVE1101",0.0000,0.0000,10.1574,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MVE1102",0.0000,0.0000,10.1575,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NAP2201",0.0000,0.0000,9.4377,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NAP2201 NAP0",140.0000,0.0000,9.4377,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NAP2202",0.0000,0.0000,9.4377,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NAP2202 NTM0",63.0000,0.0000,9.4377,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NGA1101",0.0000,0.0000,10.5762,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NMA0331",0.0000,29.7530,8.6464,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NMA0331 WHL0",32.5000,0.0000,8.6464,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NMA2201",0.0000,0.0000,8.6530,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NPK0331",0.0000,2.0420,9.5957,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NPK1101",0.0000,0.0000,9.5910,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NSY0331",0.0000,25.5930,8.3883,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NSY0331 PAE0",11.0000,0.0000,8.3883,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NSY2201",0.0000,0.0000,8.3833,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OAM0331",0.0000,23.0260,8.7489,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OAM1101",0.0000,0.0000,8.7163,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OAM1102",0.0000,0.0000,8.7296,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHA2201",0.0000,0.0000,8.2927,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHA2201 OHA0",158.0430,0.0000,8.2927,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHB2201",0.0000,0.0000,8.3018,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHB2201 OHB0",150.0000,0.0000,8.3018,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHC2201",0.0000,0.0000,8.2857,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHC2201 OHC0",171.3510,0.0000,8.2857,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHK2201",0.0000,0.0030,9.4913,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHK2201 OHK0",46.0000,0.0000,9.4913,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHW2201",0.0000,0.0000,10.0717,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHW2202",0.0000,0.0000,10.0717,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OKE1101",0.0000,0.0000,9.5956,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OKI2201",0.0000,0.4060,9.4525,0.0000,0.0000 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14:00","10-OCT-2022 12:33:14","ORO1102",0.0000,0.0000,9.3528,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA0221",0.0000,42.1790,10.2826,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA1103",0.0000,0.0000,10.3096,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA1104",0.0000,0.0000,10.3096,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA1105",0.0000,0.0000,10.3096,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA1106",0.0000,0.0000,10.3096,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA1107",0.0000,0.0000,10.3096,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA1108",0.0000,0.0000,10.3096,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA1109",0.0000,0.0000,10.3096,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA110A",0.0000,0.0000,10.3096,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA2201",0.0000,0.0000,10.2550,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA2202",0.0000,0.0000,10.2572,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTA2203",0.0000,0.0000,10.2548,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTI0111",0.0000,0.0000,9.1113,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OTI0661",0.0000,0.0000,9.1050,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OWH0111",0.0000,6.4160,9.6165,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OWH1101",0.0000,0.0000,9.6107,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PAK0331",0.0000,87.7230,10.2595,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PAK2201",0.0000,0.0000,10.2397,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PAO1101",0.0000,24.2340,10.1605,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PEN0221",0.0000,27.2350,10.3877,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PEN0222",0.0000,0.0000,10.3877,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PEN0251",0.0000,1.7950,10.3233,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PEN0331",0.0000,180.4040,10.3670,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PEN1101",0.0000,92.9250,10.3468,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PEN2201",0.0000,0.0000,10.3167,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PIE1101",0.0000,0.0000,9.6647,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PNI0331",0.0000,7.2440,8.8136,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PNI1101",0.0000,0.0000,8.7906,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PNI1102",0.0000,0.0000,8.7920,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PPI2201",0.0000,0.0000,9.4835,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PPI2201 PPI0",34.0000,0.0000,9.4835,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PRM0331",0.0000,25.2970,8.8112,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PRM2201",0.0000,0.0000,8.8077,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PRM2202",0.0000,0.0000,8.8075,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PRT2201",0.0000,0.0000,8.8073,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PRT2202",0.0000,0.0000,8.8072,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RDF0331",0.0000,32.0960,9.5247,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RDF1101",0.0000,0.0000,9.5195,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RDF1102",0.0000,0.0000,9.5195,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RDF2201",0.0000,0.0000,9.5240,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RFC1101",0.0000,0.0000,9.3975,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RFN1101",0.0000,1.1570,9.4013,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RFN1102",0.0000,1.3490,9.3991,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROS0221",0.0000,52.5940,10.4357,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROS1101",0.0000,31.7640,10.4102,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROT0111",0.0000,12.5230,9.6407,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROT0331",0.0000,35.2270,9.6529,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROT1101",0.0000,0.0000,9.5981,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROT1101 WHE0",25.0000,0.0000,9.5981,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROT1102",0.0000,0.0000,9.6372,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROX1101",0.0000,0.0000,8.2886,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROX1101 ROX0",40.0100,0.0000,8.2886,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROX2201",0.0000,0.0000,8.3614,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROX2201 ROX0",120.0000,0.0000,8.3614,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RPO2201",0.0000,0.0000,9.2097,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RPO2201 RPO0",92.0000,0.0000,9.2097,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RTO1101",0.0000,0.0000,9.9914,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RTR1101",0.0000,0.0000,9.5770,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SBK0661",0.0000,27.1010,9.1602,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SDN0331",0.0000,47.1970,8.5293,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SDN2201",0.0000,0.0000,8.5105,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD0331",0.0000,14.4900,9.3256,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD1101",0.0000,0.0000,9.3210,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD2201",0.0000,0.3760,9.3033,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD2201 SFD21",0.0000,0.0000,9.3033,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD2201 SFD22",0.0000,0.0000,9.3033,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD2201 SPL0",0.0000,0.0000,9.3033,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","STK0331",0.0000,81.6990,9.3865,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","STK0661",0.0000,15.7280,9.4279,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","STK0661 COB0",1.0000,0.0000,9.4279,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","STK1101",0.0000,0.0000,9.4209,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","STK2201",0.0000,0.0000,9.3673,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","STU0111",0.0000,6.7790,8.5756,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","STU1101",0.0000,0.0000,8.5404,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SVL0331",0.0000,44.9290,10.3992,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SVL2201",0.0000,0.0000,10.3784,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SVL2202",0.0000,0.0000,10.3788,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SWN0251",0.0000,2.4830,10.2775,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SWN2201",0.0000,0.1410,10.2709,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TAK0331",0.0000,66.4920,10.2580,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TAK2201",0.0000,0.0000,10.2371,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TAK2202",0.0000,0.0000,10.2459,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TGA0111",0.0000,12.7150,9.7083,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TGA0331",0.0000,49.9380,9.6834,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TGA0331 KMI0",22.0000,0.0000,9.6834,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TGA1101",0.0000,0.0000,9.6783,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","THI2201",0.0000,0.0000,9.4841,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","THI2201 THI1",79.0000,0.0000,9.4841,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","THI2201 THI2",83.0000,0.0000,9.4841,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TIM0111",0.0000,44.1060,8.5254,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TIM1101",0.0000,0.0000,8.4849,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TIM2201",0.0000,0.0000,8.4800,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TIM2202",0.0000,0.0000,8.4799,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKA0111",0.0000,0.0000,8.0800,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKA0111 TKA1",20.2417,0.0000,8.0800,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKA0331",0.0000,1.9980,8.1044,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKA1101",0.0000,0.0000,8.1304,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKB2201",0.0000,0.0000,8.3217,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKB2201 TKB1",146.0000,0.0000,8.3217,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKR0331",0.0000,52.9880,8.8451,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKR1101",0.0000,0.0000,8.7842,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKU0331",0.0000,4.0410,9.3317,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKU2201",0.0000,0.1030,9.3021,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKU2201 TKU0",141.0000,0.0000,9.3021,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMH2201",0.0000,0.0000,8.5055,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMI0331",0.0000,24.9860,9.7546,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMI1101",0.0000,0.0000,9.7134,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMK0331",0.0000,34.7530,8.6305,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMK1101",0.0000,0.0000,8.6022,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMK1102",0.0000,0.0000,8.6010,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMN0551",0.0000,0.0000,9.6307,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMN2201",0.0000,0.0000,9.6229,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMU0111",0.0000,22.2570,10.1303,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TMU1101",0.0000,0.0000,10.1063,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TNG0111",0.0000,17.5000,9.1305,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TNG0551",0.0000,0.0000,9.1261,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TNG2201",0.0000,0.0000,9.1204,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TRK0111",0.0000,4.3680,9.6038,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TRK1101",0.0000,0.0000,9.5797,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TRK1102",0.0000,0.0000,9.5797,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TRK2201",0.0000,0.0000,9.5518,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI1101",0.0000,31.8600,9.0814,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI1101 KTW0",18.0000,0.0000,9.0814,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI1101 PRI0",39.0000,0.0000,9.0814,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI1101 TUI0",40.0000,0.0000,9.0814,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWC2201",0.0000,0.0000,8.8752,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWC2201 NZW0",27.0000,0.0000,8.8752,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWC2201 TWF0",63.7500,0.0000,8.8752,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWH0331",0.0000,76.4540,10.0721,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWH0331 TRC1",30.0000,0.0000,10.0721,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWH0331 TUK0",15.2720,0.0000,10.0721,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWH2201",0.0000,0.0000,10.0668,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWI2201",0.0000,572.0000,8.7244,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWT2201",0.0000,0.0000,8.8935,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWZ0331",0.0000,3.4430,8.3132,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWZ2201",0.0000,0.0000,8.3093,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWZ2202",0.0000,0.0000,8.3093,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","UHT0331",0.0000,15.2040,8.7870,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","UHT1101",0.0000,0.0000,8.7802,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAI0111",0.0000,6.9670,9.5074,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAI0501",0.0000,0.6890,9.5405,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WAI1101",0.0000,0.0000,9.4580,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WDV0111",0.0000,1.2380,8.8694,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WDV1101",0.0000,0.0000,8.8665,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WDV1101 TAP0",51.3830,0.0000,8.8665,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WDV1102",0.0000,0.0000,8.8665,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WEL0331",0.0000,20.3990,10.8176,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WEL1101",0.0000,0.0000,10.7856,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WEL1102",0.0000,0.0000,10.7860,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WGN0331",0.0000,21.0670,9.1056,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WGN1101",0.0000,0.0000,9.0638,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI0111",0.0000,60.0000,9.5544,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI2201",0.0000,0.0040,9.5318,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI2201 WHI0",0.0000,0.0000,9.5318,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHU0331",0.0000,20.7920,10.2413,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHU1101",0.0000,0.0000,10.2368,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WIL0331",0.0000,28.8700,8.7674,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WIL0331 MCK0",59.2890,0.0000,8.7674,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WIL1101",0.0000,0.0000,8.7694,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WIL2201",0.0000,0.0000,8.7739,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WIR0331",0.0000,69.6690,10.4324,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WIR1101",0.0000,0.0000,10.4002,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WIR1102",0.0000,0.0000,10.3758,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WKM2201",0.0000,6.2260,9.6013,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WKM2201 MOK0",76.0000,0.0000,9.6013,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WKM2201 WKM0",84.0000,0.0000,9.6013,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WKM2202",0.0000,0.0000,9.6024,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WKO0331",0.0000,18.4550,10.3470,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WKO1101",0.0000,0.0000,10.3254,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPA2201",0.0000,0.3370,9.5633,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPA2201 WPA0",33.0000,0.0000,9.5633,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPR0331",0.0000,4.2480,8.9522,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPR0661",0.0000,1.5390,8.9249,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPR2202",0.0000,0.0000,8.9227,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPR2203",0.0000,0.0000,8.9232,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPT1101",0.0000,0.0000,9.3848,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPT1102",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPW0331",0.0000,12.3210,9.3697,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPW1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPW1102",0.0000,0.0000,9.3117,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRD0331",0.0000,37.9270,10.3868,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRD2201",0.0000,0.0000,10.3668,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK0331",0.0000,26.2210,9.4580,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK0331 RKA0",33.0000,0.0000,9.4580,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK0331 TAA0",13.0000,0.0000,9.4580,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK2201",0.0000,0.0090,9.4751,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK2201 WRK0",102.0000,0.0000,9.4751,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTK0111",0.0000,3.0460,8.2791,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTK0111 WTK0",75.0000,0.0000,8.2791,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTK0331",0.0000,0.0000,8.2902,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTK1101",0.0000,0.0000,8.3218,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTK1102",0.0000,0.0000,8.3185,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTK2201",0.0000,0.0000,8.3156,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTU0331",0.0000,47.5470,9.5551,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTU2201",0.0000,0.0000,9.5285,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTU2202",0.0000,0.0000,9.5285,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WVY0111",0.0000,1.7180,9.0844,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WVY1101",0.0000,0.1680,9.0564,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WVY1101 WPP0",34.3100,0.0000,9.0564,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WWD1102",0.0000,0.0000,8.6994,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WWD1102 WWD0",66.4450,0.0000,8.6994,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WWD1103",0.0000,0.0000,8.7010,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WWD1103 WWD0",72.9680,0.0000,8.7010,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ABY0111",0.0000,2.4350,8.8940,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ABY1101",0.0000,0.0000,8.8845,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ALB0331",0.0000,80.6290,10.9494,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ALB1101",0.0000,35.8760,10.9363,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ALB2201",0.0000,0.0000,10.9209,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","APS0111",0.0000,0.1720,9.6415,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","APS0661",0.0000,0.0000,9.6248,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARA2201",0.0000,0.0000,9.9429,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARA2201 ARA0",47.0000,0.0000,9.9429,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARG1101",0.0000,0.0000,9.8744,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARG1101 BRR0",8.0000,0.0000,9.8744,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARI1101",0.0000,0.1570,9.8641,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARI1101 ARI0",46.0000,0.0000,9.8641,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARI1102",0.0000,0.0000,10.2441,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARI1102 ARI0",60.0000,0.0000,10.2441,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ASB0661",0.0000,76.6380,9.2137,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ASB0661 HBK0",18.5000,0.0000,9.2137,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ASB2201",0.0000,0.0000,9.2088,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ASY0111",0.0000,10.7130,9.7765,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ASY0661",0.0000,0.0000,9.7696,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATI2201",0.0000,0.4170,9.9900,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATI2201 ATI0",35.2219,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATU1101",0.0000,0.0000,10.1179,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","AVI2201",0.0000,0.0000,8.8618,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","AVI2201 AVI0",136.3240,0.0000,8.8618,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BAL0331",0.0000,15.4630,9.4878,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BAL1101",0.0000,0.0000,9.4414,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BDE0111",0.0000,8.1450,9.4276,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BDE1101",0.0000,0.0000,9.3999,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN2201",0.0000,0.0000,8.8671,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN2202",0.0000,0.0000,8.8671,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN2202 BEN0",453.2760,0.0000,8.8671,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN3502",0.0000,0.0000,8.8671,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN3503",0.0000,0.0000,8.8671,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BHL2201",0.0000,0.0000,10.7599,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BHL2202",0.0000,0.0000,10.7599,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BLN0331",0.0000,48.1120,10.1970,0.0000,0.0000 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14:30","10-OCT-2022 12:33:14","CPK0111",0.0000,12.6680,9.4753,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CPK0331",0.0000,88.3730,9.4348,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CPK1101",0.0000,0.0000,9.3859,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CPK1102",0.0000,0.0000,9.3862,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CPK1103",0.0000,0.0000,9.4295,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CST0331",0.0000,30.9060,10.0641,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CST1101",0.0000,0.0000,10.0595,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CUL0331",0.0000,8.7930,9.6497,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CUL0661",0.0000,4.4130,9.6943,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CUL2202",0.0000,0.0000,9.6270,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CUL2203",0.0000,0.0000,9.6261,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CYD0331",0.0000,-7.7990,8.8814,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CYD2201",0.0000,0.0000,8.8901,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CYD2201 CYD0",300.0000,0.0000,8.8901,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","DOB0331",0.0000,2.5200,10.1947,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","DOB0661",0.0000,0.0000,10.1872,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","DOB1101",0.0000,0.0000,10.1690,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","DOB1102",0.0000,0.0000,10.1748,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","DRY2201",0.0000,0.0000,10.7834,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","DRY2202",0.0000,0.0000,10.7834,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","DVK0111",0.0000,8.3770,9.7411,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","DVK1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","DVK1102",0.0000,0.0000,9.7166,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","EDG0331",0.0000,29.5740,9.9914,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","EDG1101",0.0000,0.0000,9.8801,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","EDG1102",0.0000,0.0000,9.8801,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","EDG2201",0.0000,0.0000,9.9683,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","EDN0331",0.0000,26.2400,9.4868,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","EDN1101",0.0000,0.0000,9.4419,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","FHL0331",0.0000,30.8220,10.0234,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","FHL1101",0.0000,0.0000,10.0054,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","FKN0331",0.0000,33.3330,9.2997,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","FKN1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","FKN1102",0.0000,0.0000,9.2738,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GFD0331",0.0000,37.8600,9.4414,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GFD1101",0.0000,0.0000,9.4153,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GFD1102",0.0000,0.0000,9.4017,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GLN0331",0.0000,57.0000,10.8127,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GLN0332",0.0000,38.7360,10.8008,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GLN0332 GLN0",35.0000,0.0000,10.8008,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GLN2201",0.0000,0.0000,10.7972,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GNY1101",0.0000,0.0000,9.1334,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GOR0331",0.0000,22.6260,9.3166,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GOR1101",0.0000,0.0000,9.2863,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GOR1102",0.0000,0.0000,9.2863,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GOR2201",0.0000,0.0000,9.2471,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GOR2202",0.0000,0.0000,9.2471,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GOT2201",0.0000,0.0000,9.2456,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GOT2202",0.0000,0.0000,9.2456,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GYM0661",0.0000,6.5130,10.2289,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GYT0331",0.0000,6.6070,9.5773,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GYT1101",0.0000,0.0000,9.5254,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GYT1102",0.0000,0.0000,9.5254,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAM0111",0.0000,13.3820,10.5009,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAM0331",0.0000,75.5520,10.5310,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAM0551",0.0000,0.0000,10.5017,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAM1101",0.0000,0.0000,10.4625,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAM2201",0.0000,0.0000,10.4946,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAY0111",0.0000,7.8270,9.4054,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAY0331",0.0000,8.2320,9.4061,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAY1101",0.0000,0.0000,9.3955,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAY2201",0.0000,0.0000,9.3927,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAY3502",0.0000,0.0000,9.3927,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAY3503",0.0000,0.0000,9.3927,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HEN0331",0.0000,64.9090,10.9211,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HEN1101",0.0000,0.0000,10.8976,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HEN2201",0.0000,0.0000,10.8866,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HEP0331",0.0000,65.2370,10.9778,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HEP1101",0.0000,0.0000,10.9480,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HIN0331",0.0000,30.2450,10.6722,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HIN1101",0.0000,0.0000,10.6467,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HKK0661",0.0000,5.9920,10.3256,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY0331",0.0000,16.8540,10.6364,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY2201",0.0000,4.2740,10.6317,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY2201 HLY1",0.0000,0.0000,10.6317,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY2201 HLY2",0.0000,0.0000,10.6317,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY2201 HLY4",0.0000,0.0000,10.6317,0.0000,0.0000 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12:33:14","HUI0331",0.0000,16.8590,10.0841,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HUI1101",0.0000,0.0000,10.0800,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA0331",0.0000,18.1350,9.8471,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA0332",0.0000,9.7320,9.8518,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1101",0.0000,0.0210,9.8241,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1101 PTA1",9.0000,0.0000,9.8241,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1101 PTA2",0.0000,0.0000,9.8241,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1101 PTA3",0.0000,0.0000,9.8241,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1102",0.0000,2.3280,9.8241,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1102 WAA0",16.0000,0.0000,9.8241,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWB0331",0.0000,67.1900,9.1211,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWB0331 MAH0",32.8200,0.0000,9.1211,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWB0331 WPI0",0.0000,0.0000,9.1211,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWB1101",0.0000,0.0000,9.0776,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWB2201",0.0000,0.0000,9.1169,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","IGH1101",0.0000,0.0000,9.9932,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","INV0331",0.0000,67.4640,9.3028,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","INV1101",0.0000,0.0000,9.3421,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","INV2201",0.0000,0.0000,9.2865,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","INV2202",0.0000,0.0000,9.2865,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ISL0331",0.0000,49.1650,9.4349,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ISL0661",0.0000,247.8380,9.4390,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ISL2201",0.0000,0.0000,9.4141,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","JRD1101",0.0000,0.0990,10.0458,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","JRD1101 JRD0",0.0000,0.0000,10.0458,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAI0111",0.0000,14.0370,9.9166,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAI0661",0.0000,0.0000,9.8869,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0111",0.0000,14.9740,9.8390,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0111 TAM0",0.0000,0.0000,9.8390,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0112",0.0000,19.0000,9.7884,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0112 DLS0",0.0000,0.0000,9.7884,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0112 ONU0",40.0000,0.0000,9.7884,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0113",0.0000,0.0000,9.8765,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0113 DLS1",0.0000,0.0000,9.8765,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW1101",0.0000,0.0000,9.7941,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW1101 KAG0",107.0000,0.0000,9.7941,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW2201",0.0000,0.0000,9.8714,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KBT0661",0.0000,0.0000,9.4895,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KBT0662",0.0000,0.0000,9.4895,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KBY0661",0.0000,5.9960,9.4927,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KBY0662",0.0000,6.0950,9.4927,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIK0111",0.0000,1.4890,9.8595,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIK1101",0.0000,0.0000,9.8680,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIK2201",0.0000,0.0000,9.8933,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN0111",0.0000,17.7000,10.1516,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN0112",0.0000,13.0880,10.0932,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN0112 KIN0",30.0000,0.0000,10.0932,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN0113",0.0000,33.0000,10.1488,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN0331",0.0000,11.0200,10.1323,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN1005",0.0000,0.0000,10.0932,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN1009",0.0000,0.0000,10.1202,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN1101",0.0000,0.0000,10.1091,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN1102",0.0000,0.0000,10.1091,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KMO0331",0.0000,16.8260,10.1524,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KMO1101",0.0000,0.0000,10.1300,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KMO1102",0.0000,0.0000,10.1300,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KMO1103",0.0000,0.0000,10.1300,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KMO2201",0.0000,0.0000,10.0731,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KOE1101",0.0000,19.3820,11.1354,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KOE1101 NGB0",33.0000,0.0000,11.1354,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KPA1101",0.0000,0.1580,9.9181,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KPA1101 KPI1",5.0000,0.0000,9.9181,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KPO1101",0.0000,0.0000,10.4307,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KPO1101 KPO0",64.0000,0.0000,10.4307,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KPU0661",0.0000,28.1990,10.9020,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KPU1101",0.0000,0.0000,10.8580,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KPU1102",0.0000,0.0000,10.8580,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KUM0661",0.0000,0.0000,10.2283,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KUM0661 KUM0",0.0000,0.0000,10.2283,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KWA0111",0.0000,16.5900,9.4198,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KWA1101",0.0000,0.0000,9.4029,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KWA1102",0.0000,0.0000,9.4029,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LFD1101",0.0000,6.4260,10.1105,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LFD1102",0.0000,6.3080,10.1105,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LIV2201",0.0000,0.0000,8.9634,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LTN0331",0.0000,34.3040,9.5369,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LTN0331 TWF0",22.9500,0.0000,9.5369,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LTN2201",0.0000,0.0000,9.5152,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LTN2201 TUR0",89.8000,0.0000,9.5152,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LTN2202",0.0000,0.0000,9.5447,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MAN2201",0.0000,0.9940,9.0712,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MAN2201 MAN0",406.0000,0.0000,9.0712,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MAT1101",0.0000,4.3420,9.6771,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MAT1101 ANI0",23.0000,0.0000,9.6771,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MAT1101 MAT0",60.0000,0.0000,9.6771,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MCH0111",0.0000,0.0000,9.9449,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MCH1101",0.0000,0.0000,9.9418,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MDN1101",0.0000,0.0000,11.1785,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MDN2201",0.0000,0.0000,11.1671,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MGM0331",0.0000,9.9440,9.6254,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MGM1101",0.0000,0.0000,9.5863,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MHO0331",0.0000,22.3080,9.8157,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MHO0331 MHO0",0.0000,0.0000,9.8157,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MHO1101",0.0000,0.0000,9.7929,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MHO1102",0.0000,0.0000,9.7929,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MHT1102",0.0000,0.0000,9.3786,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MHT1103",0.0000,0.0000,9.3789,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MKE1101",0.0000,0.0000,10.0450,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MKE1101 MKE1",0.0000,0.0000,10.0450,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MKT1101",0.0000,0.0000,10.0536,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MLG0111",0.0000,14.5030,9.4791,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MLG0331",0.0000,17.3240,9.4601,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MLG1101",0.0000,0.0000,9.4510,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MLG1102",0.0000,0.0000,9.4492,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MNG0331",0.0000,80.8370,10.8907,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MNG1101",0.0000,4.0010,10.8671,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MNI0111",0.0000,10.0330,10.0961,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MNI1101",0.0000,0.0000,10.0674,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MPE1101",0.0000,76.6300,11.2137,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MST0331",0.0000,29.8100,9.6695,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MST1101",0.0000,0.0000,9.6463,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTI2201",0.0000,0.1600,10.0469,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTI2201 MTI0",124.0000,0.0000,10.0469,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTM0331",0.0000,37.4260,10.2088,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTM1101",0.0000,0.0000,10.1872,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTN0331",0.0000,10.6720,9.7068,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTN1101",0.0000,0.0000,9.6881,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTN1102",0.0000,0.0000,9.6875,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTO0331",0.0000,14.1850,11.4429,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTO1101",0.0000,0.0000,11.3974,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTO1102",0.0000,0.0000,11.3978,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTR0331",0.0000,3.9660,9.8560,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTR1101",0.0000,0.0000,9.8395,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MVE1101",0.0000,0.0000,10.6489,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MVE1102",0.0000,0.0000,10.6490,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NAP2201",0.0000,0.0000,9.9117,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NAP2201 NAP0",140.0000,0.0000,9.9117,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NAP2202",0.0000,0.0000,9.9117,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NAP2202 NTM0",63.0000,0.0000,9.9117,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NGA1101",0.0000,0.0000,11.1354,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NMA0331",0.0000,33.7020,9.2824,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NMA0331 WHL0",30.9870,0.0000,9.2824,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NMA2201",0.0000,0.0000,9.2747,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NPK0331",0.0000,2.1090,10.1588,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NPK1101",0.0000,0.0000,10.1537,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NSY0331",0.0000,26.5890,9.0039,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NSY0331 PAE0",11.0000,0.0000,9.0039,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NSY2201",0.0000,0.0000,8.9985,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OAM0331",0.0000,23.9540,9.3455,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OAM1101",0.0000,0.0000,9.3108,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OAM1102",0.0000,0.0000,9.3249,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHA2201",0.0000,0.0000,8.8630,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHA2201 OHA0",161.8830,0.0000,8.8630,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHB2201",0.0000,0.0000,8.8728,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHB2201 OHB0",150.0000,0.0000,8.8728,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHC2201",0.0000,0.0000,8.8549,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHC2201 OHC0",175.5170,0.0000,8.8549,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHK2201",0.0000,0.0110,9.9651,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHK2201 OHK0",69.0000,0.0000,9.9651,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHW2201",0.0000,0.0000,10.6167,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHW2202",0.0000,0.0000,10.6167,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OKE1101",0.0000,0.0000,10.0741,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OKI2201",0.0000,0.3970,9.9273,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OKI2201 OKI0",39.0000,0.0000,9.9273,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OKN0111",0.0000,3.4940,10.0953,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OKN1101",0.0000,0.0000,10.0739,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ONG0331",0.0000,-1.2190,10.2454,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ONG1101",0.0000,0.0000,10.2512,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OPI2201",0.0000,0.0000,9.0498,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OPI2202",0.0000,0.0000,9.0497,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OPK0331",0.0000,6.2970,9.9780,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OPK1101",0.0000,0.0000,9.9873,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OPK1102",0.0000,0.0000,9.9486,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ORO1101",0.0000,4.5300,10.0307,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ORO1102",0.0000,0.0000,9.9932,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA0221",0.0000,42.3510,10.8271,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA1103",0.0000,0.0000,10.8505,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA1104",0.0000,0.0000,10.8505,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA1105",0.0000,0.0000,10.8505,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA1106",0.0000,0.0000,10.8505,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA1107",0.0000,0.0000,10.8505,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA1108",0.0000,0.0000,10.8505,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA1109",0.0000,0.0000,10.8505,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA110A",0.0000,0.0000,10.8505,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA2201",0.0000,0.0000,10.7981,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA2202",0.0000,0.0000,10.8004,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTA2203",0.0000,0.0000,10.7979,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTI0111",0.0000,0.0000,9.7339,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OTI0661",0.0000,0.0000,9.7272,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OWH0111",0.0000,6.3030,10.0961,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OWH1101",0.0000,0.0000,10.0900,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PAK0331",0.0000,88.2580,10.8019,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PAK2201",0.0000,0.0000,10.7811,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PAO1101",0.0000,24.6210,10.6522,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PEN0221",0.0000,26.3150,10.9378,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PEN0222",0.0000,0.0000,10.9378,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PEN0251",0.0000,2.5400,10.8699,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PEN0331",0.0000,178.8410,10.9159,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PEN1101",0.0000,91.3700,10.8944,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PEN2201",0.0000,0.0000,10.8629,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PIE1101",0.0000,0.0000,10.1404,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PNI0331",0.0000,7.3910,9.4444,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PNI1101",0.0000,0.0000,9.4197,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PNI1102",0.0000,0.0000,9.4213,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PPI2201",0.0000,0.0000,9.9590,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PPI2201 PPI0",34.0000,0.0000,9.9590,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PRM0331",0.0000,25.0840,9.4375,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PRM2201",0.0000,0.0000,9.4337,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PRM2202",0.0000,0.0000,9.4335,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PRT2201",0.0000,0.0000,9.4333,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PRT2202",0.0000,0.0000,9.4332,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","RDF0331",0.0000,32.1800,10.0031,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","RDF1101",0.0000,0.0000,9.9976,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","RDF1102",0.0000,0.0000,9.9976,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","RDF2201",0.0000,0.0000,10.0023,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","RFC1101",0.0000,0.0000,10.0410,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","RFN1101",0.0000,1.4060,10.0450,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","RFN1102",0.0000,1.4920,10.0427,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROS0221",0.0000,52.4230,10.9848,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROS1101",0.0000,31.3720,10.9579,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROT0111",0.0000,12.0660,10.1215,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROT0331",0.0000,34.8720,10.1342,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROT1101",0.0000,0.0000,10.0768,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROT1101 WHE0",25.0000,0.0000,10.0768,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROT1102",0.0000,0.0000,10.1178,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROX1101",0.0000,0.0000,8.8841,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROX1101 ROX0",40.0100,0.0000,8.8841,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROX2201",0.0000,0.0000,8.9622,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROX2201 ROX0",120.0000,0.0000,8.9622,0.0000,0.0000 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12:33:14","SVL2201",0.0000,0.0000,10.9274,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","SVL2202",0.0000,0.0000,10.9278,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","SWN0251",0.0000,2.6750,10.8216,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","SWN2201",0.0000,0.1410,10.8146,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TAK0331",0.0000,67.2360,10.8032,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TAK2201",0.0000,0.0000,10.7812,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TAK2202",0.0000,0.0000,10.7904,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TGA0111",0.0000,12.6190,10.1885,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TGA0331",0.0000,49.4880,10.1624,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TGA0331 KMI0",22.0000,0.0000,10.1624,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TGA1101",0.0000,0.0000,10.1570,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","THI2201",0.0000,0.0010,9.9597,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","THI2201 THI1",79.0000,0.0000,9.9597,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","THI2201 THI2",83.0000,0.0000,9.9597,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TIM0111",0.0000,43.4710,9.1110,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TIM1101",0.0000,0.0000,9.0678,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TIM2201",0.0000,0.0000,9.0625,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TIM2202",0.0000,0.0000,9.0624,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKA0111",0.0000,0.0000,8.4874,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKA0111 TKA1",23.0000,0.0000,8.4874,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKA0331",0.0000,2.0170,8.5130,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKA1101",0.0000,0.0000,8.5403,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKB2201",0.0000,0.0000,8.8938,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKB2201 TKB1",146.0000,0.0000,8.8938,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKR0331",0.0000,52.6420,9.4782,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKR1101",0.0000,0.0000,9.4129,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKU0331",0.0000,4.0100,9.7459,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKU2201",0.0000,0.1020,9.7149,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKU2201 TKU0",141.0000,0.0000,9.7149,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMH2201",0.0000,0.0000,9.1166,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMI0331",0.0000,24.5950,10.2410,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMI1101",0.0000,0.0000,10.1978,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMK0331",0.0000,34.9500,9.2233,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMK1101",0.0000,0.0000,9.1931,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMK1102",0.0000,0.0000,9.1918,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMN0551",0.0000,0.0000,10.2215,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMN2201",0.0000,0.0000,10.2133,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMU0111",0.0000,23.8520,10.5530,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TMU1101",0.0000,0.0000,10.5280,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TNG0111",0.0000,17.5000,9.7097,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TNG0551",0.0000,0.0000,9.7051,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TNG2201",0.0000,0.0000,9.6990,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TRK0111",0.0000,4.3600,10.0827,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TRK1101",0.0000,0.0000,10.0574,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TRK1102",0.0000,0.0000,10.0574,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TRK2201",0.0000,0.0000,10.0281,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TUI1101",0.0000,31.6950,9.5376,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TUI1101 KTW0",18.0000,0.0000,9.5376,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TUI1101 PRI0",39.0000,0.0000,9.5376,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TUI1101 TUI0",40.0000,0.0000,9.5376,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWC2201",0.0000,0.0000,9.5295,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWC2201 NZW0",27.0000,0.0000,9.5295,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWC2201 TWF0",49.3500,0.0000,9.5295,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWH0331",0.0000,77.1060,10.6305,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWH0331 TRC1",30.0000,0.0000,10.6305,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWH0331 TUK0",15.2720,0.0000,10.6305,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWH2201",0.0000,0.0000,10.6249,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWI2201",0.0000,572.0000,9.3511,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWT2201",0.0000,0.0000,9.5406,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWZ0331",0.0000,3.3390,8.8849,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWZ2201",0.0000,0.0000,8.8808,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWZ2202",0.0000,0.0000,8.8808,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","UHT0331",0.0000,15.3530,9.4143,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","UHT1101",0.0000,0.0000,9.4071,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WAI0111",0.0000,7.0680,9.9816,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WAI0501",0.0000,0.6790,10.0164,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WAI1101",0.0000,0.0000,9.9297,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WDV0111",0.0000,1.3410,9.5045,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WDV1101",0.0000,0.0000,9.4911,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WDV1101 TAP0",51.3830,0.0000,9.4911,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WDV1102",0.0000,0.0000,9.4911,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WEL0331",0.0000,21.4100,11.3882,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WEL1101",0.0000,0.0000,11.3545,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WEL1102",0.0000,0.0000,11.3549,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WGN0331",0.0000,21.1550,9.7378,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WGN1101",0.0000,0.0000,9.6931,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI0111",0.0000,60.0000,10.0343,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI2201",0.0000,0.0030,10.0106,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI2201 WHI0",0.0000,0.0000,10.0106,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHU0331",0.0000,20.7330,10.7369,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHU1101",0.0000,0.0000,10.7321,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WIL0331",0.0000,28.8450,9.4026,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WIL0331 MCK0",59.2890,0.0000,9.4026,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WIL1101",0.0000,0.0000,9.3995,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WIL2201",0.0000,0.0000,9.4095,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WIR0331",0.0000,68.9340,10.9767,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WIR1101",0.0000,0.0000,10.9428,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WIR1102",0.0000,0.0000,10.9170,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WKM2201",0.0000,7.2120,10.0773,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WKM2201 MOK0",76.0000,0.0000,10.0773,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WKM2201 WKM0",84.0000,0.0000,10.0773,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WKM2202",0.0000,0.0000,10.0787,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WKO0331",0.0000,19.3200,10.8476,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WKO1101",0.0000,0.0000,10.8250,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WPA2201",0.0000,0.3320,10.0374,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WPA2201 WPA0",33.0000,0.0000,10.0374,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WPR0331",0.0000,4.2420,9.5650,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WPR0661",0.0000,1.6900,9.5358,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WPR2202",0.0000,0.0000,9.5340,0.0000,0.0000 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12:33:14","ALB1101",0.0000,36.0400,10.3328,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ALB2201",0.0000,0.0000,10.3182,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","APS0111",0.0000,0.1630,8.9627,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","APS0661",0.0000,0.0000,8.9471,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARA2201",0.0000,0.0000,9.4229,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARA2201 ARA0",47.0000,0.0000,9.4229,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARG1101",0.0000,0.0000,9.1777,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARG1101 BRR0",8.0000,0.0000,9.1777,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARI1101",0.0000,0.1580,9.3534,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARI1101 ARI0",46.0000,0.0000,9.3534,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARI1102",0.0000,0.0000,9.8824,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARI1102 ARI0",40.0000,0.0000,9.8824,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ASB0661",0.0000,78.5120,8.5634,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ASB0661 HBK0",18.5000,0.0000,8.5634,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ASB2201",0.0000,0.0000,8.5588,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ASY0111",0.0000,10.6040,9.0880,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ASY0661",0.0000,0.0000,9.0815,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATI2201",0.0000,0.4190,9.4710,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATI2201 ATI0",34.0000,0.0000,9.4710,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATU1101",0.0000,0.0000,9.4044,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI2201",0.0000,0.0000,8.2363,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI2201 AVI0",139.8530,0.0000,8.2363,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BAL0331",0.0000,15.9160,8.8258,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BAL1101",0.0000,0.0000,8.7825,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BDE0111",0.0000,8.0180,8.7932,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BDE1101",0.0000,0.0000,8.7674,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN2201",0.0000,0.0000,8.2412,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN2202",0.0000,0.0000,8.2412,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN2202 BEN0",465.0110,0.0000,8.2412,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN3502",0.0000,0.0000,8.2412,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN3503",0.0000,0.0000,8.2412,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BHL2201",0.0000,0.0000,10.1686,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BHL2202",0.0000,0.0000,10.1687,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BLN0331",0.0000,49.0030,9.4775,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BLN1101",0.0000,0.0000,9.4567,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB0331",0.0000,8.2170,10.4691,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB1101",0.0000,52.4040,10.4391,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPC1101",0.0000,0.0000,8.4170,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPD1101",0.0000,5.1030,8.4680,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE0331",0.0000,59.5510,8.9268,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE0331 TWF0",25.6880,0.0000,8.9268,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE0551",0.0000,0.0000,8.9051,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE1101",0.0000,0.0000,8.8964,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE2201",0.0000,0.0000,8.8980,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPT1101",0.0000,0.2270,8.4189,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRB0331",0.0000,14.2510,10.5569,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRB2201",0.0000,0.0000,10.5494,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRK0331",0.0000,15.5990,9.0805,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRK2201",0.0000,0.0000,9.0627,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRK2202",0.0000,0.0000,9.0627,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRY0661",0.0000,73.2170,8.7554,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BRY2201",0.0000,0.0000,8.7411,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BWK1101",0.0000,0.0000,8.5768,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BWK1101 WPI0",0.0000,0.0000,8.5768,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CBG0111",0.0000,28.4200,10.0330,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CBG1101",0.0000,0.0000,9.9978,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CBG1102",0.0000,0.0000,9.9978,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CLH0111",0.0000,0.2010,8.6588,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CLH0661",0.0000,0.0000,8.6476,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CML0331",0.0000,18.6840,8.2948,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CML1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CML1102",0.0000,0.0000,8.2856,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CML2201",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CML2202",0.0000,0.0000,8.2744,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","COL0111",0.0000,0.1440,8.4518,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","COL0661",0.0000,0.2260,8.4494,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 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12:33:14","CUL2203",0.0000,0.0000,8.9468,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CYD0331",0.0000,-8.3050,8.2545,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CYD2201",0.0000,0.0000,8.2626,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CYD2201 CYD0",300.0000,0.0000,8.2626,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","DOB0331",0.0000,2.6800,9.4758,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","DOB0661",0.0000,0.0000,9.4688,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","DOB1101",0.0000,0.0000,9.4519,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","DOB1102",0.0000,0.0000,9.4573,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","DRY2201",0.0000,0.0000,10.1832,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","DRY2202",0.0000,0.0000,10.1832,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","DVK0111",0.0000,9.0550,9.0658,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","DVK1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","DVK1102",0.0000,0.0000,9.0430,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","EDG0331",0.0000,29.5730,9.4720,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","EDG1101",0.0000,0.0000,9.3664,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","EDG1102",0.0000,0.0000,9.3664,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","EDG2201",0.0000,0.0000,9.4501,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","EDN0331",0.0000,27.5930,8.8638,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","EDN1101",0.0000,0.0000,8.8218,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","FHL0331",0.0000,30.4150,9.5083,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","FHL1101",0.0000,0.0000,9.4912,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","FKN0331",0.0000,33.6130,8.6433,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","FKN1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","FKN1102",0.0000,0.0000,8.6192,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GFD0331",0.0000,37.2430,8.7754,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GFD1101",0.0000,0.0000,8.7511,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GFD1102",0.0000,0.0000,8.7386,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GLN0331",0.0000,57.0000,10.2109,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GLN0332",0.0000,41.0070,10.1997,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GLN0332 GLN0",35.0000,0.0000,10.1997,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GLN2201",0.0000,0.0000,10.1963,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GNY1101",0.0000,0.0000,8.5242,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GOR0331",0.0000,23.6880,8.6711,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GOR1101",0.0000,0.0000,8.6429,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GOR1102",0.0000,0.0000,8.6429,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GOR2201",0.0000,0.0000,8.5966,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GOR2202",0.0000,0.0000,8.5966,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GOT2201",0.0000,0.0000,8.5950,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GOT2202",0.0000,0.0000,8.5950,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GYM0661",0.0000,6.4190,9.5078,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GYT0331",0.0000,6.6900,8.9038,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GYT1101",0.0000,0.0000,8.8557,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GYT1102",0.0000,0.0000,8.8556,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAM0111",0.0000,13.5650,10.0116,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAM0331",0.0000,75.5200,10.0277,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAM0551",0.0000,0.0000,9.9998,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAM1101",0.0000,0.0000,9.9750,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAM2201",0.0000,0.0000,9.9930,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAY0111",0.0000,8.1380,8.7420,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAY0331",0.0000,8.2920,8.7426,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAY1101",0.0000,0.0000,8.7328,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAY2201",0.0000,0.0000,8.7298,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAY3502",0.0000,0.0000,8.7298,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAY3503",0.0000,0.0000,8.7298,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HEN0331",0.0000,65.0370,10.3183,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HEN1101",0.0000,0.0000,10.2954,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HEN2201",0.0000,0.0000,10.2857,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HEP0331",0.0000,65.1180,10.3708,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HEP1101",0.0000,0.0000,10.3426,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HIN0331",0.0000,31.6580,10.2212,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HIN1101",0.0000,0.0000,10.1969,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HKK0661",0.0000,5.8200,9.5981,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY0331",0.0000,17.7300,10.0308,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201",0.0000,4.2910,10.0264,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY1",0.0000,0.0000,10.0264,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY2",0.0000,0.0000,10.0264,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY4",0.0000,0.0000,10.0264,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY5",230.0000,0.0000,10.0264,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY6",0.0000,0.0000,10.0264,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HOB1101",0.0000,32.7610,10.2935,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HOB2201",0.0000,0.0000,10.3069,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HOR0331",0.0000,8.4280,8.8888,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HOR0661",0.0000,5.9050,8.8472,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HPI2201",0.0000,0.0000,10.2926,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HPI2202",0.0000,0.0000,10.2926,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HTI0331",0.0000,14.9330,10.1030,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HTI1101",0.0000,8.0150,10.0670,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HUI0331",0.0000,17.1680,9.3777,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HUI1101",0.0000,0.0000,9.3739,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA0331",0.0000,20.0110,9.1140,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA0332",0.0000,9.6600,9.1184,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1101",0.0000,0.0210,9.0928,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1101 PTA1",9.0000,0.0000,9.0928,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1101 PTA2",0.0000,0.0000,9.0928,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1101 PTA3",0.0000,0.0000,9.0928,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1102",0.0000,2.3440,9.0928,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1102 WAA0",16.0000,0.0000,9.0928,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWB0331",0.0000,67.5720,8.4783,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWB0331 MAH0",30.8880,0.0000,8.4783,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWB0331 WPI0",0.0000,0.0000,8.4783,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWB1101",0.0000,0.0000,8.4392,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWB2201",0.0000,0.0000,8.4744,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","IGH1101",0.0000,0.0000,9.2883,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","INV0331",0.0000,67.8320,8.6430,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","INV1101",0.0000,0.0000,8.6492,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","INV2201",0.0000,0.0000,8.6279,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","INV2202",0.0000,0.0000,8.6279,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ISL0331",0.0000,49.0660,8.7690,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ISL0661",0.0000,250.8540,8.7754,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ISL2201",0.0000,0.0000,8.7497,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","JRD1101",0.0000,0.1960,9.3421,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","JRD1101 JRD0",0.0000,0.0000,9.3421,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAI0111",0.0000,14.6890,9.2186,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAI0661",0.0000,0.0000,9.1909,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0111",0.0000,14.8820,9.3274,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0111 TAM0",0.0000,0.0000,9.3274,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0112",0.0000,19.0000,9.2794,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0112 DLS0",0.0000,0.0000,9.2794,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0112 ONU0",40.0000,0.0000,9.2794,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0113",0.0000,0.0000,9.3629,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0113 DLS1",0.0000,0.0000,9.3629,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW1101",0.0000,0.0000,9.2848,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW1101 KAG0",107.0000,0.0000,9.2848,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW2201",0.0000,0.0000,9.3581,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KBT0661",0.0000,0.0000,8.8222,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KBT0662",0.0000,0.0000,8.8222,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KBY0661",0.0000,5.7350,8.8251,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KBY0662",0.0000,5.7540,8.8251,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIK0111",0.0000,1.6100,9.1638,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIK1101",0.0000,0.0000,9.1717,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIK2201",0.0000,0.0000,9.1952,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN0111",0.0000,17.7000,9.6260,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN0112",0.0000,13.0880,9.5706,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN0112 KIN0",30.0000,0.0000,9.5706,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN0113",0.0000,33.0000,9.6233,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN0331",0.0000,11.2740,9.6077,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN1005",0.0000,0.0000,9.5706,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN1009",0.0000,0.0000,9.5917,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN1101",0.0000,0.0000,9.5857,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN1102",0.0000,0.0000,9.5857,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KMO0331",0.0000,17.6530,9.6248,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KMO1101",0.0000,0.0000,9.6036,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KMO1102",0.0000,0.0000,9.6036,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KMO1103",0.0000,0.0000,9.6036,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KMO2201",0.0000,0.0000,9.5496,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KOE1101",0.0000,20.0250,10.5208,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KOE1101 NGB0",33.0000,0.0000,10.5208,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KPA1101",0.0000,0.1440,9.2233,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KPA1101 KPI1",5.0000,0.0000,9.2233,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KPO1101",0.0000,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KPO1101 KPO0",61.3066,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KPU0661",0.0000,29.5560,10.3941,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KPU1101",0.0000,0.0000,10.3521,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KPU1102",0.0000,0.0000,10.3521,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KUM0661",0.0000,0.0000,9.5075,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KUM0661 KUM0",0.0000,0.0000,9.5075,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KWA0111",0.0000,16.2750,8.7552,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KWA1101",0.0000,0.0000,8.7395,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KWA1102",0.0000,0.0000,8.7395,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LFD1101",0.0000,6.3260,9.5869,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LFD1102",0.0000,6.2220,9.5869,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LIV2201",0.0000,0.0000,8.3307,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LTN0331",0.0000,34.4160,8.8632,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LTN0331 TWF0",25.1940,0.0000,8.8632,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LTN2201",0.0000,0.0000,8.8431,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LTN2201 TUR0",88.3000,0.0000,8.8431,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LTN2202",0.0000,0.0000,8.8705,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MAN2201",0.0000,0.9900,8.4285,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MAN2201 MAN0",406.0000,0.0000,8.4285,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MAT1101",0.0000,4.1340,9.1691,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MAT1101 ANI0",23.0000,0.0000,9.1691,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MAT1101 MAT0",60.0000,0.0000,9.1691,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MCH0111",0.0000,0.0000,9.2433,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MCH1101",0.0000,0.0000,9.2405,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN1101",0.0000,0.0000,10.5614,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MDN2201",0.0000,0.0000,10.5507,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MGM0331",0.0000,10.3050,8.9555,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MGM1101",0.0000,0.0000,8.9190,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHO0331",0.0000,23.0100,9.1366,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHO0331 MHO0",0.0000,0.0000,9.1366,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHO1101",0.0000,0.0000,9.1154,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHO1102",0.0000,0.0000,9.1154,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHT1102",0.0000,0.0000,8.7169,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHT1103",0.0000,0.0000,8.7172,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MKE1101",0.0000,0.0000,9.3413,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MKE1101 MKE1",0.0000,0.0000,9.3413,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MKT1101",0.0000,0.0000,9.3493,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MLG0111",0.0000,14.3640,8.8105,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MLG0331",0.0000,17.1450,8.7928,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MLG1101",0.0000,0.0000,8.7844,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MLG1102",0.0000,0.0000,8.7827,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNG0331",0.0000,80.7730,10.2873,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNG1101",0.0000,4.0010,10.2650,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNI0111",0.0000,10.0880,9.3888,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MNI1101",0.0000,0.0000,9.3622,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MPE1101",0.0000,78.4280,10.5947,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MST0331",0.0000,29.5910,8.9909,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MST1101",0.0000,0.0000,8.9694,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTI2201",0.0000,0.1620,9.5290,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTI2201 MTI0",134.0000,0.0000,9.5290,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTM0331",0.0000,37.1570,9.6782,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTM1101",0.0000,0.0000,9.6578,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTN0331",0.0000,11.0420,8.9476,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTN1101",0.0000,0.0000,8.9304,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTN1102",0.0000,0.0000,8.9297,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTO0331",0.0000,14.8250,10.8105,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTO1101",0.0000,0.0000,10.7676,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTO1102",0.0000,0.0000,10.7679,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTR0331",0.0000,3.9750,9.1023,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTR1101",0.0000,0.0000,9.0870,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MVE1101",0.0000,0.0000,10.1528,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MVE1102",0.0000,0.0000,10.1529,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NAP2201",0.0000,0.0000,9.3934,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NAP2201 NAP0",140.0000,0.0000,9.3934,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NAP2202",0.0000,0.0000,9.3934,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NAP2202 NTM0",63.0000,0.0000,9.3934,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NGA1101",0.0000,0.0000,10.5208,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA0331",0.0000,35.0640,8.6249,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA0331 WHL0",30.7450,0.0000,8.6249,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA2201",0.0000,0.0000,8.6178,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NPK0331",0.0000,2.4660,9.4595,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NPK1101",0.0000,0.0000,9.4394,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NSY0331",0.0000,25.9030,8.3684,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NSY0331 PAE0",11.0000,0.0000,8.3684,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NSY2201",0.0000,0.0000,8.3634,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM0331",0.0000,24.5390,8.7126,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM1101",0.0000,0.0000,8.6894,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OAM1102",0.0000,0.0000,8.6842,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHA2201",0.0000,0.0000,8.2375,0.0000,0.0000 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12:33:14","OKI2201",0.0000,0.4040,9.4082,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI2201 OKI0",39.0000,0.0000,9.4082,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKN0111",0.0000,3.5710,9.2987,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKN1101",0.0000,0.0000,9.2790,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ONG0331",0.0000,-1.1220,9.6803,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ONG1101",0.0000,0.0000,9.6858,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPI2201",0.0000,0.0000,8.4111,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPI2202",0.0000,0.0000,8.4109,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPK0331",0.0000,7.8290,9.2790,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPK1101",0.0000,0.0000,9.2877,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OPK1102",0.0000,0.0000,9.2517,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ORO1101",0.0000,4.5270,9.3231,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ORO1102",0.0000,0.0000,9.2883,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA0221",0.0000,42.3060,10.2299,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA1103",0.0000,0.0000,10.2493,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA1104",0.0000,0.0000,10.2493,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA1105",0.0000,0.0000,10.2493,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA1106",0.0000,0.0000,10.2493,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA1107",0.0000,0.0000,10.2493,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA1108",0.0000,0.0000,10.2493,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA1109",0.0000,0.0000,10.2493,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA110A",0.0000,0.0000,10.2493,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA2201",0.0000,0.0000,10.2025,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA2202",0.0000,0.0000,10.2047,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTA2203",0.0000,0.0000,10.2023,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTI0111",0.0000,0.0000,9.0485,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OTI0661",0.0000,0.0000,9.0422,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OWH0111",0.0000,6.3300,9.5713,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OWH1101",0.0000,0.0000,9.5655,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PAK0331",0.0000,87.3620,10.2071,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PAK2201",0.0000,0.0000,10.1874,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PAO1101",0.0000,26.9010,10.1559,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PEN0221",0.0000,25.5640,10.3207,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PEN0222",0.0000,0.0000,10.3207,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PEN0251",0.0000,3.5790,10.2703,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PEN0331",0.0000,175.7080,10.3000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PEN1101",0.0000,90.8230,10.2933,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PEN2201",0.0000,0.0000,10.2637,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PIE1101",0.0000,0.0000,9.6134,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PNI0331",0.0000,7.6020,8.7782,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PNI1101",0.0000,0.0000,8.7552,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PNI1102",0.0000,0.0000,8.7567,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PPI2201",0.0000,0.0000,9.4392,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PPI2201 PPI0",34.0000,0.0000,9.4392,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PRM0331",0.0000,25.4190,8.7712,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PRM2201",0.0000,0.0000,8.7677,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PRM2202",0.0000,0.0000,8.7676,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PRT2201",0.0000,0.0000,8.7674,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PRT2202",0.0000,0.0000,8.7672,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RDF0331",0.0000,32.1200,9.4890,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RDF1101",0.0000,0.0000,9.4838,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RDF1102",0.0000,0.0000,9.4838,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RDF2201",0.0000,0.0000,9.4793,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RFC1101",0.0000,0.0000,9.3328,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RFN1101",0.0000,1.6420,9.3365,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RFN1102",0.0000,1.6820,9.3343,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROS0221",0.0000,52.5640,10.3769,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROS1101",0.0000,31.4990,10.3516,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROT0111",0.0000,12.4890,9.5955,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROT0331",0.0000,34.6610,9.6076,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROT1101",0.0000,0.0000,9.5531,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROT1101 WHE0",25.0000,0.0000,9.5531,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROT1102",0.0000,0.0000,9.5919,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROX1101",0.0000,0.0000,8.2595,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROX1101 ROX0",40.0100,0.0000,8.2595,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROX2201",0.0000,0.0000,8.3296,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROX2201 ROX0",120.0000,0.0000,8.3296,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RPO2201",0.0000,0.0000,9.1655,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RPO2201 RPO0",92.0000,0.0000,9.1655,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RTO1101",0.0000,0.0000,9.9633,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RTR1101",0.0000,0.0000,9.4257,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SBK0661",0.0000,27.4700,9.0970,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SDN0331",0.0000,44.8770,8.4978,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SDN2201",0.0000,0.0000,8.4790,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD0331",0.0000,17.0980,9.2630,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD1101",0.0000,0.0000,9.2434,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD2201",0.0000,0.3610,9.2404,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD2201 SFD21",0.0000,0.0000,9.2404,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD2201 SFD22",0.0000,0.0000,9.2404,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD2201 SPL0",0.0000,0.0000,9.2404,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STK0331",0.0000,79.6630,9.3218,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STK0661",0.0000,15.6400,9.3629,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STK0661 COB0",1.0000,0.0000,9.3629,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STK1101",0.0000,0.0000,9.3560,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STK2201",0.0000,0.0000,9.3027,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STU0111",0.0000,7.6710,8.5445,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STU1101",0.0000,0.0000,8.4829,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SVL0331",0.0000,45.7230,10.3450,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SVL2201",0.0000,0.0000,10.3244,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SVL2202",0.0000,0.0000,10.3247,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SWN0251",0.0000,2.7480,10.2246,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SWN2201",0.0000,0.1340,10.2181,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TAK0331",0.0000,68.3210,10.2045,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TAK2201",0.0000,0.0000,10.1837,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TAK2202",0.0000,0.0000,10.1925,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TGA0111",0.0000,12.8910,9.6590,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TGA0331",0.0000,49.5330,9.6342,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TGA0331 KMI0",22.0000,0.0000,9.6342,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TGA1101",0.0000,0.0000,9.6292,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","THI2201",0.0000,0.0030,9.4398,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","THI2201 THI1",79.0000,0.0000,9.4398,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","THI2201 THI2",83.0000,0.0000,9.4398,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM0111",0.0000,42.5550,8.4679,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM1101",0.0000,0.0000,8.4278,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM2201",0.0000,0.0000,8.4228,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TIM2202",0.0000,0.0000,8.4228,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKA0111",0.0000,0.0000,8.0256,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKA0111 TKA1",20.0000,0.0000,8.0256,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKA0331",0.0000,2.0240,8.0498,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKA1101",0.0000,0.0000,8.0756,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKB2201",0.0000,0.0000,8.2661,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKB2201 TKB1",146.0000,0.0000,8.2661,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKR0331",0.0000,53.0690,8.8096,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKR1101",0.0000,0.0000,8.7489,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKU0331",0.0000,4.1710,9.2880,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKU2201",0.0000,0.1030,9.2586,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKU2201 TKU0",141.0000,0.0000,9.2586,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMH2201",0.0000,0.0000,8.4741,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMI0331",0.0000,24.3330,9.7088,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMI1101",0.0000,0.0000,9.6678,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMK0331",0.0000,34.7020,8.5723,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMK1101",0.0000,0.0000,8.5443,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMK1102",0.0000,0.0000,8.5431,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMN0551",0.0000,0.0000,9.5694,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMN2201",0.0000,0.0000,9.5617,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMU0111",0.0000,26.5020,10.1562,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TMU1101",0.0000,0.0000,10.1139,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TNG0111",0.0000,17.5000,9.0859,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TNG0551",0.0000,0.0000,9.0816,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TNG2201",0.0000,0.0000,9.0759,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK0111",0.0000,4.6430,9.5587,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK1101",0.0000,0.0000,9.5348,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK1102",0.0000,0.0000,9.5348,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TRK2201",0.0000,0.0000,9.5070,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI1101",0.0000,33.2650,9.0474,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI1101 KTW0",18.0000,0.0000,9.0474,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI1101 PRI0",39.0000,0.0000,9.0474,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI1101 TUI0",40.0000,0.0000,9.0474,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWC2201",0.0000,0.0000,8.8485,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWC2201 NZW0",27.0000,0.0000,8.8485,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWC2201 TWF0",55.6500,0.0000,8.8485,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWH0331",0.0000,79.2540,10.0131,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWH0331 TRC1",30.0000,0.0000,10.0131,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWH0331 TUK0",19.0580,0.0000,10.0131,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWH2201",0.0000,0.0000,10.0078,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWI2201",0.0000,572.0000,8.6883,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWT2201",0.0000,0.0000,8.8667,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWZ0331",0.0000,3.3100,8.2578,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWZ2201",0.0000,0.0000,8.2539,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWZ2202",0.0000,0.0000,8.2539,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","UHT0331",0.0000,15.4850,8.7728,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","UHT1101",0.0000,0.0000,8.7439,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAI0111",0.0000,7.4220,9.4781,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAI0501",0.0000,0.6710,9.5111,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WAI1101",0.0000,0.0000,9.4134,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WDV0111",0.0000,1.4300,8.8456,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WDV1101",0.0000,0.0000,8.8332,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WDV1101 TAP0",47.4300,0.0000,8.8332,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WDV1102",0.0000,0.0000,8.8332,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WEL0331",0.0000,22.0480,10.7589,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WEL1101",0.0000,0.0000,10.7270,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WEL1102",0.0000,0.0000,10.7274,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WGN0331",0.0000,21.2380,9.0010,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WGN1101",0.0000,0.0000,8.9597,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI0111",0.0000,60.0000,9.5096,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI2201",0.0000,0.0080,9.4871,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI2201 WHI0",0.0000,0.0000,9.4871,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHU0331",0.0000,22.2910,10.2427,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHU1101",0.0000,0.0000,10.2321,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL0331",0.0000,28.5980,8.7390,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL0331 MCK0",58.8850,0.0000,8.7390,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL1101",0.0000,0.0000,8.7364,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL2201",0.0000,0.0000,8.7455,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIR0331",0.0000,68.8280,10.3672,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIR1101",0.0000,0.0000,10.3353,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIR1102",0.0000,0.0000,10.3107,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM2201",0.0000,8.1630,9.5579,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM2201 MOK0",76.0000,0.0000,9.5579,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM2201 WKM0",84.0000,0.0000,9.5579,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM2202",0.0000,0.0000,9.5589,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKO0331",0.0000,20.3880,10.3422,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKO1101",0.0000,0.0000,10.3207,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPA2201",0.0000,0.3310,9.5200,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPA2201 WPA0",33.0000,0.0000,9.5200,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPR0331",0.0000,3.8510,8.8905,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPR0661",0.0000,1.6390,8.8634,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPR2202",0.0000,0.0000,8.8612,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPR2203",0.0000,0.0000,8.8617,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPT1101",0.0000,0.0000,9.3201,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPT1102",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPW0331",0.0000,12.6170,9.3345,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPW1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPW1102",0.0000,0.0000,9.2768,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRD0331",0.0000,38.2450,10.3328,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRD2201",0.0000,0.0000,10.3129,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK0331",0.0000,27.9400,9.4242,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK0331 RKA0",33.0000,0.0000,9.4242,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK0331 TAA0",13.0000,0.0000,9.4242,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK2201",0.0000,0.0290,9.4306,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK2201 WRK0",102.0000,0.0000,9.4306,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTK0111",0.0000,3.2750,8.2195,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTK0111 WTK0",75.0000,0.0000,8.2195,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTK0331",0.0000,0.0000,8.2306,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTK1101",0.0000,0.0000,8.2607,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTK1102",0.0000,0.0000,8.2598,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTK2201",0.0000,0.0000,8.2557,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTU0331",0.0000,46.9220,9.5103,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTU2201",0.0000,0.0000,9.4838,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTU2202",0.0000,0.0000,9.4838,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WVY0111",0.0000,2.3920,8.9230,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WVY1101",0.0000,0.0000,8.8954,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WVY1101 WPP0",65.6510,0.0000,8.8954,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WWD1102",0.0000,0.0000,8.6666,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WWD1102 WWD0",66.1150,0.0000,8.6666,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WWD1103",0.0000,0.0000,8.6683,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WWD1103 WWD0",70.3370,0.0000,8.6683,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ABY0111",0.0000,-3.6500,8.3121,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ABY1101",0.0000,0.0000,8.3275,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ALB0331",0.0000,80.1860,10.5921,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ALB1101",0.0000,36.1490,10.5794,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ALB2201",0.0000,0.0000,10.5645,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","APS0111",0.0000,0.2380,9.1826,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","APS0661",0.0000,0.0000,9.1667,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARA2201",0.0000,0.0000,9.6477,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARA2201 ARA0",47.0000,0.0000,9.6477,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARG1101",0.0000,0.0000,9.4029,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARG1101 BRR0",8.0000,0.0000,9.4029,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARI1101",0.0000,0.1590,9.5763,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARI1101 ARI0",46.0000,0.0000,9.5763,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARI1102",0.0000,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARI1102 ARI0",59.3472,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ASB0661",0.0000,78.7690,8.7780,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ASB0661 HBK0",18.5000,0.0000,8.7780,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ASB2201",0.0000,0.0000,8.7688,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ASY0111",0.0000,10.5550,9.3110,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ASY0661",0.0000,0.0000,9.3044,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATI2201",0.0000,0.4230,9.6967,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATI2201 ATI0",34.0000,0.0000,9.6967,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATU1101",0.0000,0.0000,9.6351,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI2201",0.0000,0.0000,8.4384,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI2201 AVI0",140.0000,0.0000,8.4384,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BAL0331",0.0000,16.1410,9.0423,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BAL1101",0.0000,0.0000,8.9980,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BDE0111",0.0000,8.2610,9.0089,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BDE1101",0.0000,0.0000,8.9825,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN2201",0.0000,0.0000,8.4435,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN2202",0.0000,0.0000,8.4435,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN2202 BEN0",465.5000,0.0000,8.4435,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN3502",0.0000,0.0000,8.4435,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN3503",0.0000,0.0000,8.4435,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BHL2201",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BHL2202",0.0000,0.0000,10.4116,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BLN0331",0.0000,50.8750,9.7100,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BLN1101",0.0000,0.0000,9.6887,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB0331",0.0000,8.6510,10.7065,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB1101",0.0000,52.0040,10.6759,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPC1101",0.0000,0.0000,8.6179,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPD1101",0.0000,5.4930,8.6830,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE0331",0.0000,60.8220,9.1457,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE0331 TWF0",25.6880,0.0000,9.1457,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE0551",0.0000,0.2830,9.1235,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE1101",0.0000,0.0000,9.1171,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE2201",0.0000,0.0000,9.1162,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPT1101",0.0000,0.2430,8.6199,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRB0331",0.0000,14.2160,10.8088,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRB2201",0.0000,0.0000,10.8011,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRK0331",0.0000,16.2460,9.3177,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRK2201",0.0000,0.0000,9.2855,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRK2202",0.0000,0.0000,9.2855,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRY0661",0.0000,73.7680,8.9703,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BRY2201",0.0000,0.0000,8.9556,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BWK1101",0.0000,0.0000,8.7873,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BWK1101 WPI0",0.0000,0.0000,8.7873,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CBG0111",0.0000,30.3460,10.2877,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CBG1101",0.0000,0.0000,10.2243,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CBG1102",0.0000,0.0000,10.2243,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CLH0111",0.0000,0.2060,8.8712,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CLH0661",0.0000,0.0000,8.8598,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CML0331",0.0000,18.8100,8.4983,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CML1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CML1102",0.0000,0.0000,8.4889,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CML2201",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CML2202",0.0000,0.0000,8.4774,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","COL0111",0.0000,0.1480,8.6592,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","COL0661",0.0000,0.2390,8.6568,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","COL0661 COL0",24.0000,0.0000,8.6568,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CPK0111",0.0000,12.4030,9.0175,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CPK0331",0.0000,85.0910,8.9789,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CPK1101",0.0000,0.0000,8.9324,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CPK1102",0.0000,0.0000,8.9327,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CPK1103",0.0000,0.0000,8.9739,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CST0331",0.0000,31.5130,9.6460,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CST1101",0.0000,0.0000,9.6345,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CUL0331",0.0000,8.7980,9.1889,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CUL0661",0.0000,4.0710,9.2313,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CUL2202",0.0000,0.0000,9.1672,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CUL2203",0.0000,0.0000,9.1663,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CYD0331",0.0000,-8.3530,8.4571,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CYD2201",0.0000,0.0000,8.4654,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CYD2201 CYD0",300.0000,0.0000,8.4654,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","DOB0331",0.0000,2.3580,9.7083,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","DOB0661",0.0000,0.0000,9.7012,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","DOB1101",0.0000,0.0000,9.6838,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","DOB1102",0.0000,0.0000,9.6894,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","DRY2201",0.0000,0.0000,10.4297,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","DRY2202",0.0000,0.0000,10.4297,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","DVK0111",0.0000,9.3880,9.2902,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","DVK1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","DVK1102",0.0000,0.0000,9.2668,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","EDG0331",0.0000,31.2200,9.6978,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","EDG1101",0.0000,0.0000,9.5897,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","EDG1102",0.0000,0.0000,9.5897,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","EDG2201",0.0000,0.0000,9.6753,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","EDN0331",0.0000,27.5910,9.0812,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","EDN1101",0.0000,0.0000,9.0382,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","FHL0331",0.0000,31.3340,9.7350,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","FHL1101",0.0000,0.0000,9.7176,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","FKN0331",0.0000,33.3760,8.8554,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","FKN1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","FKN1102",0.0000,0.0000,8.8307,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GFD0331",0.0000,36.3420,8.9889,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GFD1101",0.0000,0.0000,8.9640,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GFD1102",0.0000,0.0000,8.9511,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GLN0331",0.0000,57.0000,10.4581,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GLN0332",0.0000,42.4070,10.4466,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GLN0332 GLN0",35.0000,0.0000,10.4466,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GLN2201",0.0000,0.0000,10.4431,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GNY1101",0.0000,0.0000,8.6975,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GOR0331",0.0000,24.0170,8.8839,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GOR1101",0.0000,0.0000,8.8550,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GOR1102",0.0000,0.0000,8.8550,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GOR2201",0.0000,0.0000,8.8075,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GOR2202",0.0000,0.0000,8.8075,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GOT2201",0.0000,0.0000,8.8059,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GOT2202",0.0000,0.0000,8.8059,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GYM0661",0.0000,6.6500,9.7410,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GYT0331",0.0000,7.2100,9.1211,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GYT1101",0.0000,0.0000,9.0718,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GYT1102",0.0000,0.0000,9.0717,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAM0111",0.0000,13.7060,10.2526,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAM0331",0.0000,77.4900,10.2646,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAM0551",0.0000,0.0000,10.2360,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAM1101",0.0000,0.0000,10.2151,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAM2201",0.0000,0.0000,10.2291,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAY0111",0.0000,8.2560,8.9546,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAY0331",0.0000,8.2630,8.9553,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAY1101",0.0000,0.0000,8.9452,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAY2201",0.0000,0.0000,8.9440,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAY3502",0.0000,0.0000,8.9440,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAY3503",0.0000,0.0000,8.9440,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HEN0331",0.0000,64.0590,10.5645,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HEN1101",0.0000,0.0000,10.5404,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HEN2201",0.0000,0.0000,10.5311,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HEP0331",0.0000,64.4960,10.6172,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HEP1101",0.0000,0.0000,10.5884,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HIN0331",0.0000,33.9270,10.4547,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HIN1101",0.0000,0.0000,10.4225,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HKK0661",0.0000,5.7220,9.8336,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY0331",0.0000,18.9490,10.2815,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201",0.0000,4.4130,10.2770,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY1",0.0000,0.0000,10.2770,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY2",0.0000,0.0000,10.2770,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY4",0.0000,0.0000,10.2770,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY5",230.0000,0.0000,10.2770,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY6",0.0000,0.0000,10.2770,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HOB1101",0.0000,31.7270,10.5394,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HOB2201",0.0000,0.0000,10.5529,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HOR0331",0.0000,8.8930,9.1069,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HOR0661",0.0000,6.2380,9.0642,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HPI2201",0.0000,0.0000,10.5381,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HPI2202",0.0000,0.0000,10.5381,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HTI0331",0.0000,15.7010,10.2634,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HTI1101",0.0000,4.9130,10.2132,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HUI0331",0.0000,17.7020,9.6738,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HUI1101",0.0000,0.0000,9.6699,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA0331",0.0000,21.3730,9.3391,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA0332",0.0000,9.5250,9.3437,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1101",0.0000,0.0110,9.3174,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1101 PTA1",9.0000,0.0000,9.3174,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1101 PTA2",0.0000,0.0000,9.3174,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1101 PTA3",0.0000,0.0000,9.3174,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1102",0.0000,2.3460,9.3174,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1102 WAA0",16.0000,0.0000,9.3174,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWB0331",0.0000,65.2730,8.6864,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWB0331 MAH0",30.8880,0.0000,8.6864,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWB0331 WPI0",0.0000,0.0000,8.6864,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWB1101",0.0000,0.0000,8.6463,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWB2201",0.0000,0.0000,8.6824,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","IGH1101",0.0000,0.0000,9.5162,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","INV0331",0.0000,68.5410,8.8551,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","INV1101",0.0000,0.0000,8.8614,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","INV2201",0.0000,0.0000,8.8396,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","INV2202",0.0000,0.0000,8.8396,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ISL0331",0.0000,48.4070,8.9841,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ISL0661",0.0000,251.9340,8.9907,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ISL2201",0.0000,0.0000,8.9644,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","JRD1101",0.0000,0.1270,9.6157,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","JRD1101 JRD0",0.0000,0.0000,9.6157,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAI0111",0.0000,14.9510,9.4448,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAI0661",0.0000,0.0000,9.4165,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0111",0.0000,14.9610,9.5497,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0111 TAM0",0.0000,0.0000,9.5497,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0112",0.0000,19.0000,9.5006,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0112 DLS0",0.0000,0.0000,9.5006,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0112 ONU0",40.0000,0.0000,9.5006,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0113",0.0000,0.0000,9.5861,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0113 DLS1",0.0000,0.0000,9.5861,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW1101",0.0000,0.0000,9.5061,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW1101 KAG0",107.0000,0.0000,9.5061,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW2201",0.0000,0.0000,9.5811,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KBT0661",0.0000,0.0000,9.0386,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KBT0662",0.0000,0.0000,9.0386,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KBY0661",0.0000,5.7570,9.0417,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KBY0662",0.0000,5.8520,9.0417,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIK0111",0.0000,1.5950,9.3887,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIK1101",0.0000,0.0000,9.3967,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIK2201",0.0000,0.0000,9.4208,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN0111",0.0000,17.7000,9.8554,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN0112",0.0000,13.0880,9.7987,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN0112 KIN0",30.0000,0.0000,9.7987,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN0113",0.0000,33.0000,9.8527,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN0331",0.0000,11.2790,9.8367,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN1005",0.0000,0.0000,9.7987,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN1009",0.0000,0.0000,9.8249,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN1101",0.0000,0.0000,9.8142,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN1102",0.0000,0.0000,9.8142,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KMO0331",0.0000,18.1530,9.8542,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KMO1101",0.0000,0.0000,9.8325,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KMO1102",0.0000,0.0000,9.8325,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KMO1103",0.0000,0.0000,9.8325,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KMO2201",0.0000,0.0000,9.7772,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KOE1101",0.0000,20.9930,10.8193,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KOE1101 NGB0",33.0000,0.0000,10.8193,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KPA1101",0.0000,0.1380,9.4510,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KPA1101 KPI1",5.0000,0.0000,9.4510,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KPO1101",0.0000,0.0000,10.2110,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KPO1101 KPO0",64.0000,0.0000,10.2110,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KPU0661",0.0000,30.8380,10.7169,0.0000,0.0000 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12:33:14","MCH1101",0.0000,0.0000,9.4672,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MDN1101",0.0000,0.0000,10.8134,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MDN2201",0.0000,0.0000,10.8024,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MGM0331",0.0000,10.4180,9.1763,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MGM1101",0.0000,0.0000,9.1389,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHO0331",0.0000,23.4540,9.3632,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHO0331 MHO0",0.0000,0.0000,9.3632,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHO1101",0.0000,0.0000,9.3414,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHO1102",0.0000,0.0000,9.3415,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHT1102",0.0000,0.0000,8.9254,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHT1103",0.0000,0.0000,8.9257,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MKE1101",0.0000,0.0000,9.6705,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MKE1101 MKE1",0.0000,0.0000,9.6705,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MKT1101",0.0000,0.0000,9.6788,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MLG0111",0.0000,13.8210,9.0248,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MLG0331",0.0000,17.1180,9.0067,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MLG1101",0.0000,0.0000,8.9981,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MLG1102",0.0000,0.0000,8.9963,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNG0331",0.0000,80.3700,10.5307,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNG1101",0.0000,4.0000,10.5079,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNI0111",0.0000,9.9930,9.7026,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MNI1101",0.0000,0.0000,9.6750,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MPE1101",0.0000,78.7430,10.8953,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MST0331",0.0000,29.3640,9.2108,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MST1101",0.0000,0.0000,9.1887,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTI2201",0.0000,0.1660,9.7560,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTI2201 MTI0",117.0000,0.0000,9.7560,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTM0331",0.0000,38.3840,9.9119,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTM1101",0.0000,0.0000,9.8910,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTN0331",0.0000,11.4000,9.1694,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTN1101",0.0000,0.0000,9.1518,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTN1102",0.0000,0.0000,9.1511,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTO0331",0.0000,14.9190,11.0677,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTO1101",0.0000,0.0000,11.0238,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTO1102",0.0000,0.0000,11.0241,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTR0331",0.0000,4.0290,9.3607,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTR1101",0.0000,0.0000,9.3450,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MVE1101",0.0000,0.0000,10.4895,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MVE1102",0.0000,0.0000,10.4467,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NAP2201",0.0000,0.0000,9.6175,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NAP2201 NAP0",140.0000,0.0000,9.6175,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NAP2202",0.0000,0.0000,9.6175,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NAP2202 NTM0",63.0000,0.0000,9.6175,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NGA1101",0.0000,0.0000,10.8193,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NMA0331",0.0000,36.7520,8.8365,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NMA0331 WHL0",31.2430,0.0000,8.8365,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NMA2201",0.0000,0.0000,8.8292,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NPK0331",0.0000,2.1410,9.7319,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NPK1101",0.0000,0.0000,9.7271,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NSY0331",0.0000,25.2650,8.5737,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NSY0331 PAE0",11.0000,0.0000,8.5737,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NSY2201",0.0000,0.0000,8.5686,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OAM0331",0.0000,24.4080,8.9036,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OAM1101",0.0000,0.0000,8.8700,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OAM1102",0.0000,0.0000,8.8844,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHA2201",0.0000,0.0000,8.4396,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHA2201 OHA0",166.2500,0.0000,8.4396,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHB2201",0.0000,0.0000,8.4489,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHB2201 OHB0",150.0000,0.0000,8.4489,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHC2201",0.0000,0.0000,8.4319,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHC2201 OHC0",180.2500,0.0000,8.4319,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHK2201",0.0000,0.0310,9.6714,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHK2201 OHK0",69.0000,0.0000,9.6714,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHW2201",0.0000,0.0000,10.2656,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHW2202",0.0000,0.0000,10.2656,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKE1101",0.0000,0.0000,9.7782,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI2201",0.0000,0.4180,9.6326,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI2201 OKI0",39.0000,0.0000,9.6326,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKN0111",0.0000,3.3310,9.5740,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKN1101",0.0000,0.0000,9.5537,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ONG0331",0.0000,-1.1220,9.7986,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ONG1101",0.0000,0.0000,9.8041,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OPI2201",0.0000,0.0000,8.6175,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OPI2202",0.0000,0.0000,8.6173,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OPK0331",0.0000,9.1460,9.5080,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OPK1101",0.0000,0.0000,9.5169,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OPK1102",0.0000,0.0000,9.4800,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ORO1101",0.0000,4.6360,9.5519,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ORO1102",0.0000,0.0000,9.5162,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA0221",0.0000,41.5580,10.4744,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA1103",0.0000,0.0000,10.4917,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA1104",0.0000,0.0000,10.4917,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA1105",0.0000,0.0000,10.4917,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA1106",0.0000,0.0000,10.4917,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA1107",0.0000,0.0000,10.4917,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA1108",0.0000,0.0000,10.4917,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA1109",0.0000,0.0000,10.4917,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA110A",0.0000,0.0000,10.4917,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA2201",0.0000,0.0000,10.4464,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA2202",0.0000,0.0000,10.4486,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTA2203",0.0000,0.0000,10.4462,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTI0111",0.0000,0.0000,9.2705,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OTI0661",0.0000,0.0000,9.2641,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OWH0111",0.0000,6.5770,9.7995,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OWH1101",0.0000,0.0000,9.7935,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PAK0331",0.0000,86.6950,10.4510,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PAK2201",0.0000,0.0000,10.4309,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PAO1101",0.0000,28.8870,10.4807,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PEN0221",0.0000,25.2460,10.5673,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PEN0222",0.0000,0.0000,10.5673,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PEN0251",0.0000,4.3000,10.5157,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PEN0331",0.0000,173.8700,10.5462,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PEN1101",0.0000,90.0910,10.5392,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PEN2201",0.0000,0.0000,10.5090,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PIE1101",0.0000,0.0000,9.8486,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PNI0331",0.0000,7.6220,8.9905,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PNI1101",0.0000,0.0000,8.9670,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PNI1102",0.0000,0.0000,8.9684,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PPI2201",0.0000,0.0000,9.6643,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PPI2201 PPI0",34.0000,0.0000,9.6643,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PRM0331",0.0000,25.6640,8.9864,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PRM2201",0.0000,0.0000,8.9828,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PRM2202",0.0000,0.0000,8.9827,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PRT2201",0.0000,0.0000,8.9825,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PRT2202",0.0000,0.0000,8.9823,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RDF0331",0.0000,32.1450,9.7154,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RDF1101",0.0000,0.0000,9.7100,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RDF1102",0.0000,0.0000,9.7100,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RDF2201",0.0000,0.0000,9.7054,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RFC1101",0.0000,0.0000,9.5618,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RFN1101",0.0000,1.7530,9.5656,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RFN1102",0.0000,1.8350,9.5634,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROS0221",0.0000,53.1680,10.6232,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROS1101",0.0000,31.3230,10.5972,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROT0111",0.0000,12.8470,9.8242,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROT0331",0.0000,34.2450,9.8366,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROT1101",0.0000,0.0000,9.7808,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROT1101 WHE0",25.0000,0.0000,9.7808,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROT1102",0.0000,0.0000,9.8206,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROX1101",0.0000,0.0000,8.4622,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROX1101 ROX0",40.0100,0.0000,8.4622,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROX2201",0.0000,0.0000,8.5340,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROX2201 ROX0",120.0000,0.0000,8.5340,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RPO2201",0.0000,0.0000,9.3859,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RPO2201 RPO0",92.0000,0.0000,9.3859,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RTO1101",0.0000,0.0000,10.0970,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RTR1101",0.0000,0.0000,9.7130,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SBK0661",0.0000,28.3000,9.3202,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SDN0331",0.0000,43.7470,8.7063,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SDN2201",0.0000,0.0000,8.6871,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD0331",0.0000,18.5900,9.4916,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD1101",0.0000,0.0000,9.4715,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD2201",0.0000,0.3560,9.4684,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD2201 SFD21",0.0000,0.0000,9.4684,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD2201 SFD22",0.0000,0.0000,9.4684,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD2201 SPL0",0.0000,0.0000,9.4684,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","STK0331",0.0000,80.8280,9.5505,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","STK0661",0.0000,16.1020,9.5927,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","STK0661 COB0",1.0000,0.0000,9.5927,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","STK1101",0.0000,0.0000,9.5856,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","STK2201",0.0000,0.0000,9.5310,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","STU0111",0.0000,7.7270,8.7542,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","STU1101",0.0000,0.0000,8.6911,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SVL0331",0.0000,46.4810,10.5919,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SVL2201",0.0000,0.0000,10.5708,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SVL2202",0.0000,0.0000,10.5712,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SWN0251",0.0000,2.9980,10.4689,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SWN2201",0.0000,0.1330,10.4622,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TAK0331",0.0000,68.9300,10.4501,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TAK2201",0.0000,0.0000,10.4287,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TAK2202",0.0000,0.0000,10.4377,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TGA0111",0.0000,13.2680,9.8930,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TGA0331",0.0000,50.5360,9.8743,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TGA0331 KMI0",22.0000,0.0000,9.8743,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TGA1101",0.0000,0.0000,9.8625,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","THI2201",0.0000,0.0020,9.6649,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","THI2201 THI1",79.0000,0.0000,9.6649,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","THI2201 THI2",83.0000,0.0000,9.6649,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TIM0111",0.0000,41.7020,8.6757,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TIM1101",0.0000,0.0000,8.6345,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TIM2201",0.0000,0.0000,8.6295,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TIM2202",0.0000,0.0000,8.6295,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKA0111",0.0000,0.0000,8.0800,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKA0111 TKA1",22.1501,0.0000,8.0800,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKA0331",0.0000,2.0670,8.1044,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKA1101",0.0000,0.0000,8.1304,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKB2201",0.0000,0.0000,8.4689,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKB2201 TKB1",146.0000,0.0000,8.4689,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKR0331",0.0000,52.7640,9.0226,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKR1101",0.0000,0.0000,8.9605,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKU0331",0.0000,4.3060,9.5112,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKU2201",0.0000,0.0410,9.4810,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKU2201 TKU0",141.0000,0.0000,9.4810,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMH2201",0.0000,0.0000,8.6820,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMI0331",0.0000,24.8660,9.9402,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMI1101",0.0000,0.0000,9.8982,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMK0331",0.0000,34.6590,8.7826,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMK1101",0.0000,0.0000,8.7539,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMK1102",0.0000,0.0000,8.7527,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMN0551",0.0000,0.0000,9.8068,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMN2201",0.0000,0.0000,9.7988,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMU0111",0.0000,28.5200,10.3483,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TMU1101",0.0000,0.0000,10.3052,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TNG0111",0.0000,17.5000,9.3059,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TNG0551",0.0000,0.0000,9.3014,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TNG2201",0.0000,0.0000,9.2956,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRK0111",0.0000,4.6600,9.7865,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRK1101",0.0000,0.0000,9.7620,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRK1102",0.0000,0.0000,9.7620,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TRK2201",0.0000,0.0000,9.7336,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI1101",0.0000,34.4300,9.2632,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI1101 KTW0",18.0000,0.0000,9.2632,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI1101 PRI0",39.0000,0.0000,9.2632,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI1101 TUI0",40.0000,0.0000,9.2632,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWC2201",0.0000,0.0000,9.0653,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWC2201 NZW0",27.0000,0.0000,9.0653,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWC2201 TWF0",55.6500,0.0000,9.0653,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWH0331",0.0000,81.3490,10.2631,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWH0331 TRC1",30.0000,0.0000,10.2631,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWH0331 TUK0",18.4450,0.0000,10.2631,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWH2201",0.0000,0.0000,10.2576,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWI2201",0.0000,572.0000,8.9014,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWT2201",0.0000,0.0000,9.0840,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWZ0331",0.0000,3.1130,8.4604,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWZ2201",0.0000,0.0000,8.4565,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWZ2202",0.0000,0.0000,8.4565,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","UHT0331",0.0000,15.5630,8.9863,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","UHT1101",0.0000,0.0000,8.9567,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAI0111",0.0000,7.8000,9.8675,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAI0501",0.0000,0.6670,9.9018,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WAI1101",0.0000,0.0000,9.8002,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WDV0111",0.0000,1.5490,9.0646,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WDV1101",0.0000,0.0000,9.0518,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WDV1101 TAP0",46.3230,0.0000,9.0518,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WDV1102",0.0000,0.0000,9.0518,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WEL0331",0.0000,22.0680,11.0149,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WEL1101",0.0000,0.0000,10.9822,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WEL1102",0.0000,0.0000,10.9827,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WGN0331",0.0000,21.1370,9.2240,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WGN1101",0.0000,0.0000,9.1817,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI0111",0.0000,60.0000,9.7364,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI2201",0.0000,0.0140,9.7134,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI2201 WHI0",0.0000,0.0000,9.7134,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHU0331",0.0000,24.1870,10.5608,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHU1101",0.0000,0.0000,10.5499,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL0331",0.0000,28.1240,8.9433,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL0331 MCK0",58.9510,0.0000,8.9433,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL1101",0.0000,0.0000,8.9453,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL2201",0.0000,0.0000,8.9499,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIR0331",0.0000,68.3030,10.6109,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIR1101",0.0000,0.0000,10.5782,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIR1102",0.0000,0.0000,10.5531,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM2201",0.0000,8.7530,9.7855,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM2201 MOK0",76.0000,0.0000,9.7855,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM2201 WKM0",84.0000,0.0000,9.7855,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM2202",0.0000,0.0000,9.7867,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKO0331",0.0000,21.0360,10.6634,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKO1101",0.0000,0.0000,10.6412,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPA2201",0.0000,0.3360,9.7468,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPA2201 WPA0",33.0000,0.0000,9.7468,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPR0331",0.0000,3.8650,9.1086,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPR0661",0.0000,1.5390,9.0808,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPR2202",0.0000,0.0000,9.0787,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPR2203",0.0000,0.0000,9.0792,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPT1101",0.0000,0.0000,9.5488,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPT1102",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPW0331",0.0000,12.6660,9.5656,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPW1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPW1102",0.0000,0.0000,9.5064,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRD0331",0.0000,38.3930,10.5794,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRD2201",0.0000,0.0000,10.5591,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK0331",0.0000,29.0120,9.6490,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK0331 RKA0",33.0000,0.0000,9.6490,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK0331 TAA0",13.0000,0.0000,9.6490,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK2201",0.0000,0.0280,9.6556,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK2201 WRK0",102.0000,0.0000,9.6556,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTK0111",0.0000,3.1950,8.4212,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTK0111 WTK0",75.0000,0.0000,8.4212,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTK0331",0.0000,0.0000,8.4325,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTK1101",0.0000,0.0000,8.4647,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTK1102",0.0000,0.0000,8.4612,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTK2201",0.0000,0.0000,8.4583,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTU0331",0.0000,46.9350,9.7371,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTU2201",0.0000,0.0000,9.7100,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTU2202",0.0000,0.0000,9.7100,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WVY0111",0.0000,2.6150,9.1436,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WVY1101",0.0000,0.0000,9.1154,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WVY1101 WPP0",69.0170,0.0000,9.1154,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WWD1102",0.0000,0.0000,8.8740,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WWD1102 WWD0",66.3750,0.0000,8.8740,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WWD1103",0.0000,0.0000,8.8756,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WWD1103 WWD0",70.4770,0.0000,8.8756,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ABY0111",0.0000,-3.5610,8.7744,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ABY1101",0.0000,0.0000,8.7836,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ALB0331",0.0000,80.5160,10.9822,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ALB1101",0.0000,36.7150,10.9690,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ALB2201",0.0000,0.0000,10.9535,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","APS0111",0.0000,0.2730,9.6851,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","APS0661",0.0000,0.0000,9.6683,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARA2201",0.0000,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARA2201 ARA0",64.2539,0.0000,9.9900,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARG1101",0.0000,0.0000,10.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARG1101 BRR0",8.3882,0.0000,10.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARI1101",0.0000,0.1610,9.9129,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARI1101 ARI0",46.0000,0.0000,9.9129,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARI1102",0.0000,0.0000,10.3535,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARI1102 ARI0",60.0000,0.0000,10.3535,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ASB0661",0.0000,77.8160,9.2562,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ASB0661 HBK0",18.5000,0.0000,9.2562,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ASB2201",0.0000,0.0000,9.2513,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ASY0111",0.0000,10.9840,9.8232,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ASY0661",0.0000,0.0000,9.8163,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATI2201",0.0000,0.4260,10.0374,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATI2201 ATI0",51.0000,0.0000,10.0374,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATU1101",0.0000,0.0000,10.1595,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI2201",0.0000,0.0000,8.9027,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI2201 AVI0",137.9410,0.0000,8.9027,0.0000,0.0000 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16:00","10-OCT-2022 12:33:14","COL0661 COL0",24.0000,0.0000,9.1317,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CPK0111",0.0000,12.6550,9.5146,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CPK0331",0.0000,84.7120,9.4738,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CPK1101",0.0000,0.0000,9.4248,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CPK1102",0.0000,0.0000,9.4251,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CPK1103",0.0000,0.0000,9.4686,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CST0331",0.0000,31.7010,10.1575,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CST1101",0.0000,0.0000,10.1378,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CUL0331",0.0000,8.3860,9.6945,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CUL0661",0.0000,3.9640,9.7393,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CUL2202",0.0000,0.0000,9.6716,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CUL2203",0.0000,0.0000,9.6707,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CYD0331",0.0000,-7.8900,8.9224,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CYD2201",0.0000,0.0000,8.9311,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CYD2201 CYD0",300.0000,0.0000,8.9311,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","DOB0331",0.0000,2.0000,10.2370,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","DOB0661",0.0000,0.0000,10.2295,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","DOB1101",0.0000,0.0000,10.2110,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","DOB1102",0.0000,0.0000,10.2168,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","DRY2201",0.0000,0.0000,10.8158,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","DRY2202",0.0000,0.0000,10.8158,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","DVK0111",0.0000,9.5660,9.8504,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","DVK1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","DVK1102",0.0000,0.0000,9.8256,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","EDG0331",0.0000,31.9160,10.0387,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","EDG1101",0.0000,0.0000,9.9268,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","EDG1102",0.0000,0.0000,9.9268,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","EDG2201",0.0000,0.0000,10.0155,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","EDN0331",0.0000,27.6180,9.5809,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","EDN1101",0.0000,0.0000,9.5355,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","FHL0331",0.0000,31.8980,10.0804,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","FHL1101",0.0000,0.0000,10.0624,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","FKN0331",0.0000,32.9780,9.3426,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","FKN1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","FKN1102",0.0000,0.0000,9.3166,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GFD0331",0.0000,35.2790,9.4850,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GFD1101",0.0000,0.0000,9.4588,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GFD1102",0.0000,0.0000,9.4452,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GLN0331",0.0000,57.0000,10.8453,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GLN0332",0.0000,42.6770,10.8334,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GLN0332 GLN0",35.0000,0.0000,10.8334,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GLN2201",0.0000,0.0000,10.8297,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GNY1101",0.0000,0.0000,9.1763,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GOR0331",0.0000,23.8500,9.3727,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GOR1101",0.0000,0.0000,9.3422,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GOR1102",0.0000,0.0000,9.3422,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GOR2201",0.0000,0.0000,9.2921,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GOR2202",0.0000,0.0000,9.2921,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GOT2201",0.0000,0.0000,9.2904,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GOT2202",0.0000,0.0000,9.2904,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GYM0661",0.0000,6.5680,10.2718,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GYT0331",0.0000,7.6930,9.6332,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GYT1101",0.0000,0.0000,9.5810,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GYT1102",0.0000,0.0000,9.5810,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAM0111",0.0000,14.1980,10.6264,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAM0331",0.0000,80.9270,10.6391,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAM0551",0.0000,0.0000,10.6095,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAM1101",0.0000,0.0000,10.5875,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAM2201",0.0000,0.0000,10.6023,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAY0111",0.0000,8.5950,9.4598,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAY0331",0.0000,8.3050,9.4496,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAY1101",0.0000,0.0000,9.4389,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAY2201",0.0000,0.0000,9.4361,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAY3502",0.0000,0.0000,9.4361,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAY3503",0.0000,0.0000,9.4361,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HEN0331",0.0000,65.0280,10.9535,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HEN1101",0.0000,0.0000,10.9285,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HEN2201",0.0000,0.0000,10.9189,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HEP0331",0.0000,65.1610,11.0081,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HEP1101",0.0000,0.0000,10.9782,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HIN0331",0.0000,35.8170,10.8476,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HIN1101",0.0000,0.0000,10.8021,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HKK0661",0.0000,5.3510,10.3705,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY0331",0.0000,20.1350,10.6672,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201",0.0000,4.3820,10.6625,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY1",0.0000,0.0000,10.6625,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY2",0.0000,0.0000,10.6625,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY4",0.0000,0.0000,10.6625,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY5",230.0000,0.0000,10.6625,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY6",0.0000,0.0000,10.6625,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HOB1101",0.0000,30.2490,10.9275,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HOB2201",0.0000,0.0000,10.9416,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HOR0331",0.0000,9.2390,9.6072,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HOR0661",0.0000,5.9740,9.5622,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HPI2201",0.0000,0.0000,10.9262,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HPI2202",0.0000,0.0000,10.9262,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HTI0331",0.0000,16.3370,10.6506,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HTI1101",0.0000,2.8640,10.5838,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HUI0331",0.0000,17.7020,10.1792,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HUI1101",0.0000,0.0000,10.1751,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA0331",0.0000,22.2960,9.8664,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA0332",0.0000,9.4170,9.8631,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1101",0.0000,0.0000,9.8353,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1101 PTA1",9.0000,0.0000,9.8353,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1101 PTA2",0.0000,0.0000,9.8353,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1101 PTA3",0.0000,0.0000,9.8353,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1102",0.0000,2.1650,9.8353,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1102 WAA0",16.0000,0.0000,9.8353,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWB0331",0.0000,68.6640,9.1782,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWB0331 MAH0",26.6520,0.0000,9.1782,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWB0331 WPI0",0.0000,0.0000,9.1782,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWB1101",0.0000,0.0000,9.1220,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWB2201",0.0000,0.0000,9.1601,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","IGH1101",0.0000,0.0000,10.0338,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","INV0331",0.0000,67.6390,9.3423,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","INV1101",0.0000,0.0000,9.3489,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","INV2201",0.0000,0.0000,9.3259,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","INV2202",0.0000,0.0000,9.3259,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ISL0331",0.0000,47.7160,9.4784,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ISL0661",0.0000,253.6760,9.4853,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ISL2201",0.0000,0.0000,9.4576,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","JRD1101",0.0000,0.2020,10.1180,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","JRD1101 JRD0",0.0000,0.0000,10.1180,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAI0111",0.0000,15.6220,9.9644,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAI0661",0.0000,0.0000,9.9345,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0111",0.0000,15.3390,9.8855,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0111 TAM0",0.0000,0.0000,9.8855,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0112",0.0000,19.0000,9.8347,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0112 DLS0",0.0000,0.0000,9.8347,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0112 ONU0",40.0000,0.0000,9.8347,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0113",0.0000,0.0000,9.9232,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0113 DLS1",0.0000,0.0000,9.9232,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW1101",0.0000,0.0020,9.8404,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW1101 KAG0",107.0000,0.0000,9.8404,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW2201",0.0000,0.0000,9.9180,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KBT0661",0.0000,0.0000,9.5354,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KBT0662",0.0000,0.0000,9.5354,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KBY0661",0.0000,5.6690,9.5386,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KBY0662",0.0000,5.8020,9.5386,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIK0111",0.0000,1.5340,9.8983,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIK1101",0.0000,0.0000,9.9073,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIK2201",0.0000,0.0000,9.9393,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN0111",0.0000,17.7000,10.2018,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN0112",0.0000,13.0880,10.1431,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN0112 KIN0",30.0000,0.0000,10.1431,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN0113",0.0000,33.0000,10.1990,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN0331",0.0000,11.2840,10.1824,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN1005",0.0000,0.0000,10.1431,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN1009",0.0000,0.0000,10.1655,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN1101",0.0000,0.0000,10.1591,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN1102",0.0000,0.0000,10.1591,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KMO0331",0.0000,18.6540,10.2005,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KMO1101",0.0000,0.0000,10.1781,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KMO1102",0.0000,0.0000,10.1781,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KMO1103",0.0000,0.0000,10.1781,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KMO2201",0.0000,0.0000,10.1208,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KOE1101",0.0000,22.4730,11.2222,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KOE1101 NGB0",33.0000,0.0000,11.2222,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KPA1101",0.0000,0.1330,9.9820,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KPA1101 KPI1",5.0000,0.0000,9.9820,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KPO1101",0.0000,0.0000,10.5829,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KPO1101 KPO0",64.0000,0.0000,10.5829,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KPU0661",0.0000,31.9740,11.1837,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KPU1101",0.0000,0.0000,11.1386,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KPU1102",0.0000,0.0000,11.1386,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KUM0661",0.0000,0.8530,10.2722,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KUM0661 KUM0",0.0000,0.0000,10.2722,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KWA0111",0.0000,16.0160,9.4588,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KWA1101",0.0000,0.0000,9.4419,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KWA1102",0.0000,0.0000,9.4419,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LFD1101",0.0000,6.8930,10.1604,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LFD1102",0.0000,6.7360,10.1604,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LIV2201",0.0000,0.0000,9.0047,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LTN0331",0.0000,36.4270,9.5780,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LTN0331 TWF0",25.1940,0.0000,9.5780,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LTN2201",0.0000,0.0000,9.5560,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LTN2201 TUR0",86.0000,0.0000,9.5560,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LTN2202",0.0000,0.0000,9.5862,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MAN2201",0.0000,0.9440,9.1104,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MAN2201 MAN0",406.0000,0.0000,9.1104,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MAT1101",0.0000,5.5370,9.7177,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MAT1101 ANI0",23.0000,0.0000,9.7177,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MAT1101 MAT0",60.0000,0.0000,9.7177,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MCH0111",0.0000,0.0000,9.9850,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MCH1101",0.0000,0.0000,9.9819,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MDN1101",0.0000,0.0000,11.2162,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MDN2201",0.0000,0.0000,11.2048,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MGM0331",0.0000,10.6400,9.7188,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MGM1101",0.0000,0.0000,9.6793,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MHO0331",0.0000,23.9850,9.8553,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MHO0331 MHO0",0.0000,0.0000,9.8553,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MHO1101",0.0000,0.0000,9.8324,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MHO1102",0.0000,0.0000,9.8324,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MHT1102",0.0000,0.0000,9.4174,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MHT1103",0.0000,0.0000,9.4178,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MKE1101",0.0000,0.0000,10.1757,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MKE1101 MKE1",0.0000,0.0000,10.1757,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MKT1101",0.0000,0.0000,10.1844,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MLG0111",0.0000,13.8080,9.5229,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MLG0331",0.0000,17.2990,9.5039,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MLG1101",0.0000,0.0000,9.4947,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MLG1102",0.0000,0.0000,9.4929,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MNG0331",0.0000,78.8450,10.9184,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MNG1101",0.0000,4.0010,10.8947,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MNI0111",0.0000,9.7390,10.2095,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MNI1101",0.0000,0.0000,10.1804,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MPE1101",0.0000,79.3850,11.3011,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MST0331",0.0000,30.3050,9.7331,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MST1101",0.0000,0.0000,9.7097,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTI2201",0.0000,0.1600,10.0962,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTI2201 MTI0",138.0000,0.0000,10.0962,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTM0331",0.0000,38.8470,10.2603,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTM1101",0.0000,0.0000,10.2386,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTN0331",0.0000,11.3610,9.6307,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTN1101",0.0000,0.0000,9.6122,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTN1102",0.0000,0.0000,9.6114,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTO0331",0.0000,15.1990,11.4752,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTO1101",0.0000,0.0000,11.4297,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTO1102",0.0000,0.0000,11.4300,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTR0331",0.0000,3.9960,9.8694,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTR1101",0.0000,0.0000,9.8528,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MVE1101",0.0000,0.0000,10.9240,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MVE1102",0.0000,0.0000,10.9243,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NAP2201",0.0000,0.0000,9.9587,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NAP2201 NAP0",140.0000,0.0000,9.9587,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NAP2202",0.0000,0.0040,9.9587,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NAP2202 NTM0",63.0000,0.0000,9.9587,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NGA1101",0.0000,0.0000,11.2222,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NMA0331",0.0000,36.7910,9.3227,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NMA0331 WHL0",31.7860,0.0000,9.3227,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NMA2201",0.0000,0.0000,9.3150,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NPK0331",0.0000,1.9570,10.2708,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NPK1101",0.0000,0.0000,10.2658,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NSY0331",0.0000,24.9870,9.0454,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NSY0331 PAE0",11.0000,0.0000,9.0454,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NSY2201",0.0000,0.0000,9.0401,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OAM0331",0.0000,23.9660,9.3944,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OAM1101",0.0000,0.0000,9.3586,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OAM1102",0.0000,0.0000,9.3746,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHA2201",0.0000,0.0000,8.9039,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHA2201 OHA0",163.8060,0.0000,8.9039,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHB2201",0.0000,0.0000,8.9137,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHB2201 OHB0",150.0000,0.0000,8.9137,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHC2201",0.0000,0.0000,8.8958,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHC2201 OHC0",177.5990,0.0000,8.8958,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHK2201",0.0000,0.0150,10.0119,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHK2201 OHK0",69.0000,0.0000,10.0119,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHW2201",0.0000,0.0000,10.6469,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHW2202",0.0000,0.0000,10.6469,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OKE1101",0.0000,0.0000,10.1219,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OKI2201",0.0000,0.4400,9.9743,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OKI2201 OKI0",39.0000,0.0000,9.9743,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OKN0111",0.0000,3.5080,10.1000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OKN1101",0.0000,0.0000,10.0786,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ONG0331",0.0000,-1.0520,10.3485,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ONG1101",0.0000,0.0000,10.3544,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OPI2201",0.0000,0.0000,9.0913,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OPI2202",0.0000,0.0000,9.0918,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OPK0331",0.0000,9.5950,10.0420,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OPK1101",0.0000,0.0000,10.0212,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OPK1102",0.0000,0.0000,10.0088,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ORO1101",0.0000,4.5720,10.0714,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ORO1102",0.0000,0.0000,10.0338,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA0221",0.0000,41.8350,10.8602,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA1103",0.0000,0.0000,10.8779,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA1104",0.0000,0.0000,10.8779,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA1105",0.0000,0.0000,10.8779,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA1106",0.0000,0.0000,10.8779,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA1107",0.0000,0.0000,10.8779,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA1108",0.0000,0.0000,10.8779,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA1109",0.0000,0.0000,10.8779,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA110A",0.0000,0.0000,10.8779,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA2201",0.0000,0.0000,10.8311,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA2202",0.0000,0.0000,10.8334,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTA2203",0.0000,0.0000,10.8309,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTI0111",0.0000,0.3330,9.7776,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OTI0661",0.0000,0.0000,9.7708,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OWH0111",0.0000,6.9960,10.1439,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OWH1101",0.0000,0.0000,10.1377,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PAK0331",0.0000,87.6270,10.8354,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PAK2201",0.0000,0.0000,10.8145,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PAO1101",0.0000,30.3340,10.9337,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PEN0221",0.0000,24.5060,10.9565,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PEN0222",0.0000,0.0000,10.9565,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PEN0251",0.0000,4.0510,10.9030,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PEN0331",0.0000,171.5540,10.9346,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PEN1101",0.0000,89.5330,10.9273,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PEN2201",0.0000,0.0000,10.8960,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PIE1101",0.0000,0.0000,10.1947,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PNI0331",0.0000,8.0390,9.4865,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PNI1101",0.0000,0.0000,9.4617,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PNI1102",0.0000,0.0000,9.4633,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PPI2201",0.0000,0.0000,10.0064,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PPI2201 PPI0",34.0000,0.0000,10.0064,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PRM0331",0.0000,26.8290,9.4803,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PRM2201",0.0000,0.0000,9.4765,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PRM2202",0.0000,0.0000,9.4763,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PRT2201",0.0000,0.0000,9.4761,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PRT2202",0.0000,0.0000,9.4760,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RDF0331",0.0000,34.2520,10.0601,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RDF1101",0.0000,0.0000,10.0545,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RDF1102",0.0000,0.0000,10.0545,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RDF2201",0.0000,0.0000,10.0497,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RFC1101",0.0000,0.0000,10.0819,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RFN1101",0.0000,1.6060,10.0860,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RFN1102",0.0000,1.6990,10.0836,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROS0221",0.0000,54.0040,11.0142,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROS1101",0.0000,31.6160,10.9873,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROT0111",0.0000,13.3650,10.1695,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROT0331",0.0000,33.2670,10.1823,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROT1101",0.0000,0.0000,10.1245,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROT1101 WHE0",25.0000,0.0000,10.1245,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROT1102",0.0000,0.0000,10.1657,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROX1101",0.0000,0.0000,8.9278,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROX1101 ROX0",40.0100,0.0000,8.9278,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROX2201",0.0000,0.0000,9.0035,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROX2201 ROX0",120.0000,0.0000,9.0035,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RPO2201",0.0000,0.0000,9.7570,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RPO2201 RPO0",92.0000,0.0000,9.7570,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RTO1101",0.0000,0.0000,10.4627,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RTR1101",0.0000,0.0000,10.2509,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SBK0661",0.0000,29.1180,9.8330,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SDN0331",0.0000,44.1230,9.1853,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SDN2201",0.0000,0.0000,9.1650,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SFD0331",0.0000,19.4950,9.9874,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SFD1101",0.0000,0.0000,9.9663,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SFD2201",0.0000,0.3550,9.9498,0.0000,0.0000 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12:33:14","SVL0331",0.0000,47.7950,10.9820,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SVL2201",0.0000,0.0000,10.9601,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SVL2202",0.0000,0.0000,10.9604,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SWN0251",0.0000,3.6330,10.8545,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SWN2201",0.0000,0.1370,10.8475,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TAK0331",0.0000,69.8270,10.8360,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TAK2201",0.0000,0.0000,10.8139,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TAK2202",0.0000,0.0000,10.8231,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TGA0111",0.0000,13.3580,10.2407,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TGA0331",0.0000,50.5160,10.2214,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TGA0331 KMI0",22.0000,0.0000,10.2214,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TGA1101",0.0000,0.0000,10.2091,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","THI2201",0.0000,0.0040,10.0071,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","THI2201 THI1",79.0000,0.0000,10.0071,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","THI2201 THI2",83.0000,0.0000,10.0071,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TIM0111",0.0000,40.6420,9.1510,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TIM1101",0.0000,0.0000,9.1075,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TIM2201",0.0000,0.0000,9.1035,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TIM2202",0.0000,0.0000,9.1050,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKA0111",0.0000,0.0000,8.3910,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKA0111 TKA1",23.0000,0.0000,8.3910,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKA0331",0.0000,2.0260,8.4163,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKA1101",0.0000,0.0000,8.4433,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKB2201",0.0000,0.0000,8.9348,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKB2201 TKB1",146.0000,0.0000,8.9348,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKR0331",0.0000,54.1230,9.5204,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKR1101",0.0000,0.0000,9.4548,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKU0331",0.0000,4.4770,9.7919,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKU2201",0.0000,0.0090,9.7608,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKU2201 TKU0",141.0000,0.0000,9.7608,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMH2201",0.0000,0.0000,9.1597,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMI0331",0.0000,25.2350,10.2895,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMI1101",0.0000,0.0000,10.2461,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMK0331",0.0000,34.1490,9.2638,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMK1101",0.0000,0.0000,9.2335,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMK1102",0.0000,0.0000,9.2322,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMN0551",0.0000,0.0000,10.2535,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMN2201",0.0000,0.0000,10.2452,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMU0111",0.0000,30.2880,10.7246,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TMU1101",0.0000,0.0000,10.6800,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TNG0111",0.0000,17.5000,9.7533,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TNG0551",0.0000,0.0000,9.7486,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TNG2201",0.0000,0.0000,9.7425,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TRK0111",0.0000,4.8390,10.1305,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TRK1101",0.0000,0.0000,10.1051,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TRK1102",0.0000,0.0000,10.1051,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TRK2201",0.0000,0.0000,10.0756,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TUI1101",0.0000,31.7300,9.5919,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TUI1101 KTW0",18.0000,0.0000,9.5919,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TUI1101 PRI0",39.0000,0.0000,9.5919,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TUI1101 TUI0",40.0000,0.0000,9.5919,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TWC2201",0.0000,0.0000,9.5617,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TWC2201 NZW0",27.0000,0.0000,9.5617,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TWC2201 TWF0",55.6500,0.0000,9.5617,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TWH0331",0.0000,82.1260,10.6617,0.0000,0.0000 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12:33:14","WPR0661",0.0000,1.5450,9.5805,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WPR2202",0.0000,0.0000,9.5782,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WPR2203",0.0000,0.0000,9.5787,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WPT1101",0.0000,0.0000,10.0746,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WPT1102",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WPW0331",0.0000,12.9460,10.1424,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WPW1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WPW1102",0.0000,0.0000,10.0796,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WRD0331",0.0000,39.0400,10.9690,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WRD2201",0.0000,0.0000,10.9479,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WRK0331",0.0000,29.4860,9.9913,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 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15:34:05","WWD1103",0.0000,0.1023,2824.0423,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WWD1103 WWD0",1.0000,0.0000,2824.0423,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ABY0111",0.0000,-3.9000,8.9015,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ABY1101",0.0000,0.0000,8.9179,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ALB0331",0.0000,80.7376,10.8614,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ALB1101",0.0000,36.1648,10.8484,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ALB2201",0.0000,0.0000,10.8331,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","APS0111",0.0000,0.1006,10.0233,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","APS0661",0.0000,0.0000,10.0193,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARA2201",0.0000,0.0000,9.8919,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARA2201 ARA0",47.0000,0.0000,9.8919,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARG1101",0.0000,0.1197,10.0796,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARG1101 BRR0",10.5000,0.0000,10.0796,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARI1101",0.0000,0.0000,9.5131,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARI1101 ARI0",69.0000,0.0000,9.5131,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARI1102",0.0000,0.0000,10.2120,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARI1102 ARI0",60.0000,0.0000,10.2120,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ASB0661",0.0000,66.1000,9.3956,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ASB0661 HBK0",18.5000,0.0000,9.3956,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ASB2201",0.0000,0.0000,9.3906,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ASY0111",0.0000,10.5620,9.9574,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ASY0661",0.0000,0.0000,9.9503,0.0000,0.0000 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12:50","10-OCT-2022 12:49:02","CST0331",0.0000,37.2791,9.9924,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CST1101",0.0000,0.0000,9.9730,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CUL0331",0.0000,6.1360,9.8247,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CUL0661",0.0000,3.0177,9.8352,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CUL2202",0.0000,0.0000,9.8197,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CUL2203",0.0000,0.0000,9.8187,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CYD0331",0.0000,-12.1000,9.0567,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CYD2201",0.0000,0.0000,9.0656,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CYD2201 CYD0",300.0000,0.0000,9.0656,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","DOB0331",0.0000,2.0118,10.4493,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","DOB0661",0.0000,0.0000,10.4415,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","DOB1101",0.0000,0.0000,10.4173,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","DOB1102",0.0000,0.0000,10.4227,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","DRY2201",0.0000,0.0000,10.6952,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","DRY2202",0.0000,0.0000,10.6952,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","DVK0111",0.0000,9.2397,9.6809,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","DVK1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","DVK1102",0.0000,0.0000,9.6565,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","EDG0331",0.0000,19.1000,9.9245,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","EDG1101",0.0000,0.0000,9.8373,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","EDG1102",0.0000,0.0000,9.8373,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","EDG2201",0.0000,0.0000,9.9192,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","EDN0331",0.0000,22.4316,9.6152,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","EDN1101",0.0000,0.0000,9.5893,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","FHL0331",0.0000,33.2270,9.9916,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","FHL1101",0.0000,0.0000,9.9737,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","FKN0331",0.0000,32.3237,9.4833,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","FKN1101",0.0000,0.0000,0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","FKN1102",0.0000,0.0000,9.4569,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GFD0331",0.0000,37.3804,9.4326,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GFD1101",0.0000,0.0000,9.4065,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GFD1102",0.0000,0.0000,9.3930,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GLN0331",0.0000,48.0000,10.7243,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GLN0332",0.0000,33.3283,10.7125,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GLN0332 GLN0",31.8000,0.0000,10.7125,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GLN2201",0.0000,0.0000,10.7089,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GNY1101",0.0000,0.0000,9.3487,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GOR0331",0.0000,23.9405,9.5077,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GOR1101",0.0000,0.0000,9.4768,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GOR1102",0.0000,0.0000,9.4768,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GOR2201",0.0000,0.0000,9.4309,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GOR2202",0.0000,0.0000,9.4310,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GOT2201",0.0000,0.0000,9.4293,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GOT2202",0.0000,0.0000,9.4293,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GYM0661",0.0000,8.2484,10.5663,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GYT0331",0.0000,4.5586,9.5194,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GYT1101",0.0000,0.0000,9.5074,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GYT1102",0.0000,0.0000,9.5074,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAM0111",0.0000,14.8914,10.4758,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAM0331",0.0000,81.7506,10.5109,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAM0551",0.0000,0.0000,10.4816,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAM1101",0.0000,0.0000,10.4374,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAM2201",0.0000,0.0000,10.4745,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAY0111",0.0000,7.5976,9.3967,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAY0331",0.0000,8.4081,9.3974,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAY1101",0.0000,0.0000,9.3868,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAY2201",0.0000,0.0000,9.3862,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAY3502",0.0000,0.0000,9.3862,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAY3503",0.0000,0.0000,9.3862,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HEN0331",0.0000,71.2152,10.8336,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HEN1101",0.0000,0.0000,10.8110,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HEN2201",0.0000,0.0000,10.7993,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HEP0331",0.0000,82.7636,10.8910,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HEP1101",0.0000,0.0000,10.8614,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HIN0331",0.0000,29.5801,10.6508,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HIN1101",0.0000,0.0000,10.6255,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HKK0661",0.0000,10.0590,10.7066,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY0331",0.0000,16.7148,10.5464,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201",0.0000,4.7470,10.5418,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY1",0.0000,0.0000,10.5418,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY2",0.0000,0.0000,10.5418,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY4",0.0000,0.0000,10.5418,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY5",250.0000,0.0000,10.5418,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY6",0.0000,0.0000,10.5418,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HOB1101",0.0000,33.1257,10.8069,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HOB2201",0.0000,0.0000,10.8211,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HOR0331",0.0000,8.7513,9.7128,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HOR0661",0.0000,8.3490,9.6673,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HPI2201",0.0000,0.0000,10.8065,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HPI2202",0.0000,0.0000,10.8065,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HTI0331",0.0000,12.8653,10.4681,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HTI1101",0.0000,9.7250,10.4307,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HUI0331",0.0000,19.1461,9.9887,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HUI1101",0.0000,0.0000,9.9847,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA0331",0.0000,17.4239,9.7320,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA0332",0.0000,10.7380,9.7368,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1101",0.0000,0.0000,9.7094,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1101 PTA1",9.0000,0.0000,9.7094,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1101 PTA2",0.0000,0.0000,9.7094,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1101 PTA3",0.0000,0.0000,9.7094,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1102",0.0000,0.0000,9.7094,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1102 WAA0",16.0000,0.0000,9.7094,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWB0331",0.0000,60.6861,9.3014,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWB0331 MAH0",33.9300,0.0000,9.3014,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWB0331 WPI0",0.0000,0.0000,9.3014,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWB1101",0.0000,0.0000,9.2623,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWB2201",0.0000,0.0000,9.2971,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","IGH1101",0.0000,0.0000,10.2192,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","INV0331",0.0000,78.6615,9.4847,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","INV1101",0.0000,0.0000,9.5078,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","INV2201",0.0000,0.0000,9.4681,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","INV2202",0.0000,0.0000,9.4681,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ISL0331",0.0000,48.1827,9.6212,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ISL0661",0.0000,205.3046,9.6141,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ISL2201",0.0000,0.0000,9.6000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","JRD1101",0.0000,0.0608,9.9581,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","JRD1101 JRD0",0.0000,0.0000,9.9581,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAI0111",0.0000,13.6803,10.0604,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAI0661",0.0000,0.0000,10.0302,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0111",0.0000,14.7000,9.7939,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0111 TAM0",0.0000,0.0000,9.7939,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0112",0.0000,20.1000,9.7436,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0112 DLS0",0.0000,0.0000,9.7436,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0112 ONU0",40.0000,0.0000,9.7436,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0113",0.0000,0.1000,9.8289,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0113 DLS1",0.0000,0.0000,9.8289,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW1101",0.0000,0.0000,9.7492,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW1101 KAG0",107.0000,0.0000,9.7492,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW2201",0.0000,0.0000,9.8238,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KBT0661",0.0000,0.0000,9.6475,0.0000,0.0000 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12:49:02","KWA1101",0.0000,0.0000,9.4053,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KWA1102",0.0000,0.0000,9.4053,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LFD1101",0.0000,6.5846,9.9447,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LFD1102",0.0000,6.3820,9.9447,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LIV2201",0.0000,0.0000,9.1403,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LTN0331",0.0000,36.5193,9.4714,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LTN0331 TWF0",29.6500,0.0000,9.4714,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LTN2201",0.0000,0.0000,9.4530,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LTN2201 TUR0",101.6000,0.0000,9.4530,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LTN2202",0.0000,0.0000,9.4826,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MAN2201",0.0000,0.9713,9.2490,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MAN2201 MAN0",406.0000,0.0000,9.2490,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MAT1101",0.0000,4.3144,9.6825,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MAT1101 ANI0",23.0000,0.0000,9.6825,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MAT1101 MAT0",38.0000,0.0000,9.6825,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MCH0111",0.0000,0.0000,10.1628,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MCH1101",0.0000,0.0000,10.1596,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MDN1101",0.0000,0.0000,11.0933,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MDN2201",0.0000,0.0000,11.0821,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MGM0331",0.0000,11.0095,9.5776,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MGM1101",0.0000,0.0000,9.5386,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MHO0331",0.0000,24.8190,9.7491,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MHO0331 MHO0",0.0000,0.0000,9.7491,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MHO1101",0.0000,0.0000,9.7264,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MHO1102",0.0000,0.0000,9.7264,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MHT1102",0.0000,0.0000,9.3862,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MHT1103",0.0000,0.0000,9.3862,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MKE1101",0.0000,0.0000,9.9148,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MKE1101 MKE1",13.5567,0.0000,9.9148,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MKT1101",0.0000,0.0000,9.9233,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MLG0111",0.0000,14.3849,9.4703,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MLG0331",0.0000,16.6135,9.4513,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MLG1101",0.0000,0.0000,9.4422,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MLG1102",0.0000,0.0000,9.4404,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MNG0331",0.0000,83.4727,10.8058,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MNG1101",0.0000,7.4000,10.7824,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MNI0111",0.0000,11.2445,9.9911,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MNI1101",0.0000,0.0000,9.9627,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MPE1101",0.0000,81.3454,11.1773,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MST0331",0.0000,26.2372,9.6455,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MST1101",0.0000,0.0000,9.6224,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTI2201",0.0000,0.0000,9.9905,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTI2201 MTI0",158.4466,0.0000,9.9905,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTM0331",0.0000,41.4325,10.1663,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTM1101",0.0000,0.0000,10.1448,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTN0331",0.0000,11.2445,9.6539,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTN1101",0.0000,0.0000,9.6353,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTN1102",0.0000,0.0000,9.6348,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTO0331",0.0000,14.3849,11.3519,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTO1101",0.0000,0.0000,11.3069,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTO1102",0.0000,0.0000,11.3072,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTR0331",0.0000,3.6469,9.7367,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTR1101",0.0000,0.0000,9.7329,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MVE1101",0.0000,0.0000,10.6234,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MVE1102",0.0000,0.0000,10.6236,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NAP2201",0.0000,6.5889,9.8609,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NAP2201 NAP0",140.0000,0.0000,9.8609,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NAP2202",0.0000,0.0000,9.8609,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NAP2202 NTM0",63.0000,0.0000,9.8609,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NGA1101",0.0000,0.0000,11.2559,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NMA0331",0.0000,31.7563,9.4644,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NMA0331 WHL0",18.5400,0.0000,9.4644,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NMA2201",0.0000,0.0000,9.4565,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NPK0331",0.0000,2.1273,10.1376,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NPK1101",0.0000,0.0000,10.1326,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NSY0331",0.0000,25.5700,9.1816,0.0000,0.0000 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OHC0",171.5400,0.0000,9.0297,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OHK2201",0.0000,0.0000,9.9158,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OHK2201 OHK0",69.0000,0.0000,9.9158,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OHW2201",0.0000,0.0000,10.5260,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OHW2202",0.0000,0.0000,10.5260,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OKE1101",0.0000,0.0000,10.0505,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OKI2201",0.0000,0.6767,9.8764,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OKI2201 OKI0",39.0000,0.0000,9.8764,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OKN0111",0.0000,3.0391,9.9724,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OKN1101",0.0000,0.0000,9.9513,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ONG0331",0.0000,0.0000,10.2200,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ONG1101",0.0000,0.0000,10.2140,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OPI2201",0.0000,0.0000,9.2285,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OPI2202",0.0000,0.0000,9.2284,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OPK0331",0.0000,5.4845,9.8810,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OPK1101",0.0000,0.0000,9.8902,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OPK1102",0.0000,0.0000,9.8519,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ORO1101",0.0000,6.2366,10.2575,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ORO1102",0.0000,0.0000,10.2192,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA0221",0.0000,42.3442,10.7397,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA1103",0.0000,0.0000,10.7661,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA1104",0.0000,0.0000,10.7661,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA1105",0.0000,0.0000,10.7661,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA1106",0.0000,0.0000,10.7661,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA1107",0.0000,0.0000,10.7661,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA1108",0.0000,0.0000,10.7661,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA1109",0.0000,0.0000,10.7661,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA110A",0.0000,0.0000,10.7661,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA2201",0.0000,0.0000,10.7110,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA2202",0.0000,0.0000,10.7132,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTA2203",0.0000,0.0000,10.7108,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTI0111",0.0000,0.0000,10.1250,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OTI0661",0.0000,0.0000,10.1180,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OWH0111",0.0000,7.1924,10.0688,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OWH1101",0.0000,0.0000,10.0627,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PAK0331",0.0000,85.8027,10.7154,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PAK2201",0.0000,0.0000,10.6947,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PAO1101",0.0000,25.3255,10.6267,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PEN0221",0.0000,27.1489,10.8496,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PEN0222",0.0000,0.0000,10.8496,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PEN0251",0.0000,2.0260,10.7822,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PEN0331",0.0000,189.5297,10.8279,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PEN1101",0.0000,96.6420,10.8067,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PEN2201",0.0000,0.0000,10.7753,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PIE1101",0.0000,0.0000,10.1013,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PNI0331",0.0000,7.1924,9.4356,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PNI1101",0.0000,0.0000,9.4109,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PNI1102",0.0000,0.0000,9.4124,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PPI2201",0.0000,0.0000,9.9074,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PPI2201 PPI0",34.0000,0.0000,9.9074,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PRM0331",0.0000,31.9101,9.4522,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PRM2201",0.0000,0.0000,9.4484,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PRM2202",0.0000,0.0000,9.4484,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PRT2201",0.0000,0.0000,9.4480,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PRT2202",0.0000,0.0000,9.4480,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RDF0331",0.0000,33.8348,9.9714,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RDF1101",0.0000,0.0000,9.9659,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RDF1102",0.0000,0.0000,9.9659,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RDF2201",0.0000,0.0000,9.9611,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RFC1101",0.0000,0.0000,10.2727,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RFN1101",0.0000,1.2071,10.2776,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RFN1102",0.0000,1.7141,10.2744,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROS0221",0.0000,52.9809,10.8983,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROS1101",0.0000,31.6062,10.8717,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROT0111",0.0000,13.8784,10.0605,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROT0331",0.0000,36.2661,10.0731,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROT1101",0.0000,0.0000,10.0160,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROT1101 WHE0",25.0000,0.0000,10.0160,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROT1102",0.0000,0.0000,10.0568,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROX1101",0.0000,0.0000,9.0619,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROX1101 ROX0",40.0100,0.0000,9.0619,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROX2201",0.0000,0.0000,9.1391,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROX2201 ROX0",120.0000,0.0000,9.1391,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RPO2201",0.0000,0.0000,9.6701,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RPO2201 RPO0",92.0000,0.0000,9.6701,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RTO1101",0.0000,0.0000,10.3147,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RTR1101",0.0000,0.0000,10.1179,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SBK0661",0.0000,27.0588,9.9670,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SDN0331",0.0000,43.9579,9.3228,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SDN2201",0.0000,0.0000,9.3022,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD0331",0.0000,14.9927,9.8479,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD1101",0.0000,0.0000,9.8431,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD2201",0.0000,0.4052,9.8320,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD2201 SFD21",0.0000,0.0000,9.8320,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD2201 SFD22",0.0000,0.0000,9.8320,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD2201 SPL0",0.0000,0.0000,9.8320,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","STK0331",0.0000,85.6023,10.2344,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","STK0661",0.0000,17.9956,10.2808,0.0000,0.0000 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12:49:02","TIM1101",0.0000,0.0000,9.2468,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TIM2201",0.0000,0.0000,9.2414,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TIM2202",0.0000,0.0000,9.2413,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKA0111",0.0000,0.0000,8.5193,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKA0111 TKA1",23.0000,0.0000,8.5193,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKA0331",0.0000,2.3136,8.5450,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKA1101",0.0000,0.0000,8.5724,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKB2201",0.0000,0.0000,9.0694,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKB2201 TKB1",146.0000,0.0000,9.0694,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKR0331",0.0000,52.0692,9.4693,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKR1101",0.0000,0.0000,9.4041,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKU0331",0.0000,4.5586,9.6855,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKU2201",0.0000,0.0000,9.6548,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKU2201 TKU0",141.0000,0.0000,9.6548,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TMH2201",0.0000,0.0000,9.2968,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TMI0331",0.0000,24.9203,10.2041,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TMI1101",0.0000,0.0000,10.1610,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TMK0331",0.0000,36.4137,9.4054,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TMK1101",0.0000,0.0000,9.3746,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TMK1102",0.0000,0.0000,9.3733,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TMN0551",0.0000,0.0000,10.1342,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TMN2201",0.0000,0.0000,10.1260,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 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12:49:02","TUI1101 PRI0",39.0000,0.0000,9.5073,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TUI1101 TUI0",40.0000,0.0000,9.5073,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWC2201",0.0000,0.0000,9.4543,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWC2201 NZW0",25.6300,0.0000,9.4543,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWC2201 TWF0",64.1100,0.0000,9.4543,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWH0331",0.0000,79.0155,10.5588,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWH0331 TRC1",30.0000,0.0000,10.5588,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWH0331 TUK0",2.1000,0.0000,10.5588,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWH2201",0.0000,0.0000,10.5349,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWI2201",0.0000,574.4000,9.5342,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWT2201",0.0000,0.0000,9.4738,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWZ0331",0.0000,3.8224,9.0603,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWZ2201",0.0000,0.0000,9.0561,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWZ2202",0.0000,0.0000,9.0561,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","UHT0331",0.0000,16.3096,9.4278,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","UHT1101",0.0000,0.0000,9.3968,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WAI0111",0.0000,6.6859,9.9384,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WAI0501",0.0000,0.8104,9.9730,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WAI1101",0.0000,0.0000,9.8867,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WDV0111",0.0000,1.3483,9.4458,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WDV1101",0.0000,0.0000,9.4325,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WDV1101 TAP0",67.4000,0.0000,9.4325,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WDV1102",0.0000,0.0000,9.4325,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WEL0331",0.0000,22.9955,11.2977,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WEL1101",0.0000,0.0000,11.2643,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WEL1102",0.0000,0.0000,11.2647,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WGN0331",0.0000,21.9825,9.6961,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WGN1101",0.0000,0.0000,9.6516,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WHI0111",0.0000,46.8000,9.9676,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WHI2201",0.0000,0.0000,9.9509,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WHI2201 WHI0",0.0000,0.0000,9.9509,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WHU0331",0.0000,22.0838,10.7175,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WHU1101",0.0000,0.0000,10.7064,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WIL0331",0.0000,27.0172,9.3987,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WIL0331 MCK0",53.4700,0.0000,9.3987,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WIL1101",0.0000,0.0000,9.3906,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WIL2201",0.0000,0.0000,9.4003,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WIR0331",0.0000,68.2775,10.8900,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WIR1101",0.0000,0.0000,10.8559,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WIR1102",0.0000,0.0000,10.8316,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WKM2201",0.0000,6.7872,10.0208,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WKM2201 MOK0",76.0000,0.0000,10.0208,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WKM2201 WKM0",84.0000,0.0000,10.0208,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WKM2202",0.0000,0.0000,10.0221,0.0000,0.0000 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WTK0",75.0000,0.0000,9.0183,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WTK0331",0.0000,0.0000,9.0304,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WTK1101",0.0000,0.0000,9.0629,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WTK1102",0.0000,0.0000,9.0649,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WTK2201",0.0000,0.0000,9.0581,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WTU0331",0.0000,51.0561,9.9937,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WTU2201",0.0000,0.0000,9.9659,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WTU2202",0.0000,0.0000,9.9659,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WVY0111",0.0000,1.7535,9.5640,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WVY1101",0.0000,0.0000,9.5344,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WVY1101 WPP0",48.6600,0.0000,9.5344,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WWD1102",0.0000,0.0000,9.3321,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WWD1102 WWD0",61.9300,0.0000,9.3321,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WWD1103",0.0000,0.0000,9.3335,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WWD1103 WWD0",61.7400,0.0000,9.3335,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ABY0111",0.0000,-4.0000,0.0005,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ABY1101",0.0000,0.0000,0.0005,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ALB0331",0.0000,77.8489,3636.6119,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ALB1101",0.0000,36.8273,3631.0553,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ALB2201",0.0000,0.0000,3627.1321,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","APS0111",0.0000,0.4031,0.0006,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","APS0661",0.0000,0.0000,0.0006,0.0000,0.0000 +"02-SEP-2022 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+"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WVY1101 WPP0",32.4900,0.0000,3527.0049,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WWD1102",0.0000,0.3069,3722.3229,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WWD1102 WWD0",0.0000,0.0000,3722.3229,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WWD1103",0.0000,0.1023,3718.3784,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WWD1103 WWD0",1.0000,0.0000,3718.3784,0.0000,0.0000 diff --git a/Output/Run_All_Cases/Run_All_Cases_OfferResults_TP.csv b/Output/Run_All_Cases/Run_All_Cases_OfferResults_TP.csv new file mode 100644 index 0000000..f177e6d --- /dev/null +++ b/Output/Run_All_Cases/Run_All_Cases_OfferResults_TP.csv @@ -0,0 +1,1878 @@ +"DateTime","RunTime","Offer","Trader","Generation (MW)","FIR (MW)","SIR (MW)" +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ARA2201 ARA0","MRPL",72.0000,2.0000,3.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ARG1101 BRR0","CNIR",3.5000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ARI1101 ARI0","MRPL",69.0000,1.0000,2.9670 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ARI1102 ARI0","MRPL",40.0000,2.0000,4.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ASB0661 HBK0","CNIR",21.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ATI2201 ATI0","MRPL",51.0000,2.0000,3.9780 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","AVI2201 AVI0","MERI",57.2137,4.8200,6.4260 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","BEN2202 BEN0","MERI",291.3420,11.9820,15.9760 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","BPE0331 TWF0","CNIR",30.4100,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","COL0661 COL0","CNIR",28.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","CPK0331","VWEN",0.0000,0.0000,5.7658 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","CYD2201 CYD0","CTCT",309.0000,33.9900,35.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","GLN0332 GLN0","ALNT",31.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HAM0331","WNET",0.0000,4.0000,5.8000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HLY2201 HLY1","GENE",70.0000,21.3356,35.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HLY2201 HLY5","GENE",205.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HWA1101 PTA1","CNIR",3.6000,0.0000,7.4000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HWA1101 PTA2","CNIR",3.6000,0.0000,7.4000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HWA1101 PTA3","CNIR",3.0081,0.0000,7.4000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HWA1102 WAA0","TODD",12.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HWB0331 MAH0","CNIR",32.7000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KAW0112 ONU0","SKOG",18.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KAW1101 KAG0","MRPL",108.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","LTN0331 TWF0","CNIR",30.3300,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","LTN2201 TUR0","MRPL",111.9000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","MAN2201 MAN0","MERI",738.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","MAT1101 ANI0","PUNZ",24.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","MAT1101 MAT0","CNIR",38.0000,0.0000,3.4200 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","MHO0331 MHO0","KING",20.5000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","MTI2201 MTI0","MRPL",125.0000,16.8750,25.3750 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","NAP2201 NAP0","NAPJ",139.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","NMA0331 WHL0","MERI",30.0500,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","NSY0331 PAE0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","OHA2201 OHA0","MERI",95.2880,3.9180,5.2260 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","OHB2201 OHB0","MERI",112.8130,4.6400,6.1860 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","OHC2201 OHC0","MERI",21.4527,4.6400,6.1860 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","OHK2201 OHK0","MRPL",61.0000,3.0000,8.8450 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","OKI2201 OKI0","CTCT",40.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","PEN0331","VCTR",0.0000,0.0000,25.5000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","PPI2201 PPI0","CTCT",37.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ROT1101 WHE0","CNIR",13.5000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ROX1101 ROX0","CTCT",40.0010,0.0010,0.0010 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","ROX2201 ROX0","CTCT",160.0000,8.0000,8.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","RPO2201 RPO0","GENE",119.9990,0.0010,0.0010 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","SFD0331","CTCT",0.0000,12.4500,10.1840 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","SFD2201 SPL0","CTCT",160.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","SWN2201","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","SWN2201 SWN1","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TGA0331 KMI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","THI2201 THI1","CTCT",80.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TKA0111 TKA1","GENE",20.0000,0.0010,0.0010 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TKB2201 TKB1","GENE",112.0000,1.2000,6.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TKU2201 TKU0","GENE",188.0000,0.0010,0.0030 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TUI1101 KTW0","GENE",28.0000,0.0010,0.0020 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TUI1101 PRI0","GENE",35.0000,0.0010,0.0020 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TUI1101 TUI0","GENE",52.0000,0.0010,0.0020 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TWC2201 NZW0","NZWF",38.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TWC2201 TWF0","CNIR",78.0900,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TWH0331 TRC1","CTCT",25.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","TWH0331 TUK0","MERI",25.6100,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WDV1101 TAP0","MERI",72.6600,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WGN0331","ERGY",0.0000,50.0000,97.1980 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WIL0331 MCK0","MERI",29.8100,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WKM2201 MOK0","TUAR",81.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WKM2201 WKM0","MRPL",84.0000,2.0000,1.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WPA2201 WPA0","MRPL",33.0000,0.0000,0.9900 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WRK0331 RKA0","MRPL",34.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WRK2201 WRK0","CTCT",135.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WTK0111 WTK0","MERI",55.0000,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WVY1101 WPP0","GENE",124.3950,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WWD1102 WWD0","MERI",59.3900,0.0000,0.0000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","WWD1103 WWD0","MERI",65.3800,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ARA2201 ARA0","MRPL",72.0000,1.0000,4.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ARG1101 BRR0","CNIR",3.5000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ARI1101 ARI0","MRPL",69.0000,2.0000,2.9670 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ARI1102 ARI0","MRPL",40.0000,2.0000,4.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ASB0661 HBK0","CNIR",21.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ATI2201 ATI0","MRPL",51.0000,3.0000,3.9780 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","AVI2201 AVI0","MERI",90.3716,4.8200,6.4260 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","BEN2202 BEN0","MERI",294.4170,11.9820,15.9760 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","BPE0331 TWF0","CNIR",30.4100,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","COL0661 COL0","CNIR",28.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","CPK0331","VWEN",0.0000,0.0000,6.6420 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","CYD2201 CYD0","CTCT",309.0000,33.9900,35.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","GLN0332 GLN0","ALNT",31.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HAM0331","WNET",0.0000,4.7000,6.9000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HLY2201 HLY1","GENE",80.0000,26.9990,35.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HLY2201 HLY5","GENE",205.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HWA1101 PTA1","CNIR",3.5505,7.4495,7.4000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HWA1101 PTA2","CNIR",3.6000,0.0000,7.4000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HWA1101 PTA3","CNIR",3.0081,0.0000,7.4000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HWA1102 WAA0","TODD",12.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HWB0331 MAH0","CNIR",32.7000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KAW0112 ONU0","SKOG",18.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KAW1101 KAG0","MRPL",108.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","LTN0331 TWF0","CNIR",30.3300,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","LTN2201 TUR0","MRPL",111.9000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","MAN2201 MAN0","MERI",738.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","MAT1101 ANI0","PUNZ",24.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","MAT1101 MAT0","CNIR",38.0000,0.0000,3.4200 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","MHO0331 MHO0","KING",20.5000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","MTI2201 MTI0","MRPL",125.0000,14.0000,19.8750 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","NAP2201 NAP0","NAPJ",139.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","NMA0331 WHL0","MERI",30.0500,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","NSY0331 PAE0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","OHA2201 OHA0","MERI",96.2940,3.9180,5.2260 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","OHB2201 OHB0","MERI",114.0040,4.6400,6.1860 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","OHC2201 OHC0","MERI",95.4872,4.6400,6.1860 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","OHK2201 OHK0","MRPL",61.0000,3.0000,8.8450 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","OKI2201 OKI0","CTCT",40.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","PEN0331","VCTR",0.0000,0.0000,26.4500 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","PPI2201 PPI0","CTCT",37.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ROT1101 WHE0","CNIR",13.5000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ROX1101 ROX0","CTCT",40.0010,0.0010,0.0010 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","ROX2201 ROX0","CTCT",160.0000,8.0000,8.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","RPO2201 RPO0","GENE",119.9990,0.0010,0.0010 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","SFD0331","CTCT",0.0000,12.5230,10.1220 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","SFD2201 SPL0","CTCT",160.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","SWN2201","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","SWN2201 SWN1","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TGA0331 KMI0","CNIR",13.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","THI2201 THI1","CTCT",80.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TKA0111 TKA1","GENE",20.0000,0.0010,0.0010 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TKB2201 TKB1","GENE",112.0000,1.2000,6.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TKU2201 TKU0","GENE",188.0000,0.0010,0.0030 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TUI1101 KTW0","GENE",28.0000,0.0010,0.0020 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TUI1101 PRI0","GENE",35.0000,0.0010,0.0020 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TUI1101 TUI0","GENE",52.0000,0.0010,0.0020 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TWC2201 NZW0","NZWF",38.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TWC2201 TWF0","CNIR",78.0900,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TWH0331 TRC1","CTCT",25.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","TWH0331 TUK0","MERI",25.6100,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WDV1101 TAP0","MERI",72.6600,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WGN0331","ERGY",0.0000,50.0000,99.1950 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WIL0331 MCK0","MERI",29.8100,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WKM2201 MOK0","TUAR",82.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WKM2201 WKM0","MRPL",84.0000,2.0000,1.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WPA2201 WPA0","MRPL",33.0000,0.0000,1.8396 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WRK0331 RKA0","MRPL",34.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WRK2201 WRK0","CTCT",135.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WTK0111 WTK0","MERI",55.0000,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WVY1101 WPP0","GENE",124.3950,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WWD1102 WWD0","MERI",59.3900,0.0000,0.0000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","WWD1103 WWD0","MERI",65.3800,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ARA2201 ARA0","MRPL",72.0000,2.0000,4.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ARG1101 BRR0","CNIR",3.5000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ARI1101 ARI0","MRPL",69.0000,2.0000,2.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ARI1102 ARI0","MRPL",60.0000,2.9400,5.2200 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ASB0661 HBK0","CNIR",21.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ATI2201 ATI0","MRPL",51.0000,3.7740,4.4880 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","AVI2201 AVI0","MERI",112.3790,4.8200,6.4260 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","BEN2202 BEN0","MERI",279.3720,11.9820,15.9760 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","BPE0331 TWF0","CNIR",30.4100,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","COL0661 COL0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","CPK0331","VWEN",0.0000,0.0000,3.5790 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","CYD2201 CYD0","CTCT",309.0000,33.9900,35.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","GLN0332 GLN0","ALNT",31.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HAM0331","WNET",0.0000,4.2000,6.2000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HLY2201 HLY1","GENE",110.0000,25.1680,34.9990 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HLY2201 HLY4","GENE",40.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HLY2201 HLY5","GENE",205.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HWA1101 PTA1","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HWA1101 PTA2","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HWA1101 PTA3","CNIR",9.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HWA1102 WAA0","TODD",12.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HWB0331 MAH0","CNIR",32.7000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KAW0112 ONU0","SKOG",18.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KAW1101 KAG0","MRPL",108.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","LTN0331 TWF0","CNIR",30.3300,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","LTN2201 TUR0","MRPL",111.9000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","MAN2201 MAN0","MERI",738.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","MAT1101 ANI0","PUNZ",24.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","MAT1101 MAT0","CNIR",70.0000,0.0000,1.5128 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","MHO0331 MHO0","KING",20.5000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","MTI2201 MTI0","MRPL",146.0000,15.0000,27.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","NAP2201 NAP0","NAPJ",139.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","NMA0331 WHL0","MERI",30.0500,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","NSY0331 PAE0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","OHA2201 OHA0","MERI",91.3730,3.9180,5.2260 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","OHB2201 OHB0","MERI",108.1780,4.6400,6.1860 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","OHC2201 OHC0","MERI",108.1780,4.6400,6.1860 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","OHK2201 OHK0","MRPL",69.0000,2.9670,7.5210 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","OKI2201 OKI0","CTCT",40.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","PEN0331","VCTR",0.0000,0.0000,28.0500 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","PPI2201 PPI0","CTCT",37.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ROT1101 WHE0","CNIR",13.5000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ROX1101 ROX0","CTCT",40.0010,0.0010,0.0010 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","ROX2201 ROX0","CTCT",160.0000,8.0000,8.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","RPO2201 RPO0","GENE",119.9990,0.0010,0.0010 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","SFD0331","CTCT",0.0000,12.5520,10.1580 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","SFD2201 SPL0","CTCT",160.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","STK0661 COB0","CNIR",10.3290,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","SWN2201","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","SWN2201 SWN1","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","THI2201 THI1","CTCT",80.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TKA0111 TKA1","GENE",20.0000,0.0010,0.0010 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TKB2201 TKB1","GENE",112.0000,1.2000,6.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TKU2201 TKU0","GENE",239.9990,0.0010,0.0010 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TUI1101 KTW0","GENE",28.0000,0.0010,0.0020 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TUI1101 PRI0","GENE",35.0000,0.0010,0.0020 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TUI1101 TUI0","GENE",52.0000,0.0010,0.0020 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TWC2201 NZW0","NZWF",38.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TWC2201 TWF0","CNIR",78.0900,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TWH0331 TRC1","CTCT",25.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","TWH0331 TUK0","MERI",25.6100,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WDV1101 TAP0","MERI",72.6600,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WGN0331","ERGY",0.0000,50.0000,119.8900 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WIL0331 MCK0","MERI",29.8100,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WKM2201 MOK0","TUAR",83.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WKM2201 WKM0","MRPL",84.0000,0.7560,0.7560 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WRK0331 RKA0","MRPL",35.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WRK2201 WRK0","CTCT",135.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WTK0111 WTK0","MERI",55.0000,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WVY1101 WPP0","GENE",124.3950,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WWD1102 WWD0","MERI",59.3900,0.0000,0.0000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","WWD1103 WWD0","MERI",65.3800,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ARA2201 ARA0","MRPL",72.0000,1.8720,2.7360 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ARG1101 BRR0","CNIR",3.5000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ARI1101 ARI0","MRPL",69.0000,2.0000,2.9670 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ARI1102 ARI0","MRPL",60.0000,2.9400,5.2200 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ASB0661 HBK0","CNIR",21.5000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ATI2201 ATI0","MRPL",51.0000,1.3770,1.3770 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","AVI2201 AVI0","MERI",117.5200,4.8200,6.4260 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","BEN2202 BEN0","MERI",292.1530,11.9820,15.9760 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","BPE0331 TWF0","CNIR",30.4100,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","COL0661 COL0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","CPK0331","VWEN",0.0000,0.0000,6.1160 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","CYD2201 CYD0","CTCT",309.0000,33.9900,35.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","GLN0332 GLN0","ALNT",31.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HAM0331","WNET",0.0000,6.6000,9.5000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HLY2201 HLY1","GENE",130.0000,22.6952,34.9990 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HLY2201 HLY4","GENE",80.0000,0.0010,0.0020 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HLY2201 HLY5","GENE",205.9021,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HWA1101 PTA1","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HWA1101 PTA2","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HWA1101 PTA3","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HWA1102 WAA0","TODD",12.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HWB0331 MAH0","CNIR",32.7000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","JRD1101 JRD0","TGTL",49.2000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KAW0112 ONU0","SKOG",18.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KAW1101 KAG0","MRPL",108.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","KUM0661 KUM0","CNIR",6.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","LTN0331 TWF0","CNIR",30.3300,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","LTN2201 TUR0","MRPL",111.9000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","MAN2201 MAN0","MERI",738.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","MAT1101 ANI0","PUNZ",24.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","MAT1101 MAT0","CNIR",74.0000,0.0000,6.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","MHO0331 MHO0","KING",26.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","MTI2201 MTI0","MRPL",188.4005,13.5648,19.2168 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","NAP2201 NAP0","NAPJ",139.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","NMA0331 WHL0","MERI",30.0500,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","NSY0331 PAE0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","OHA2201 OHA0","MERI",95.5530,3.9180,5.2260 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","OHB2201 OHB0","MERI",113.1270,4.6400,6.1860 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","OHC2201 OHC0","MERI",113.1270,4.6400,6.1860 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","OHK2201 OHK0","MRPL",92.0000,2.5760,6.0720 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","OKI2201 OKI0","CTCT",40.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","PEN0331","VCTR",0.0000,0.0000,28.7000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","PPI2201 PPI0","CTCT",37.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ROT1101 WHE0","CNIR",13.5000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ROX1101 ROX0","CTCT",40.0010,0.0010,0.0010 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","ROX2201 ROX0","CTCT",160.0000,8.0000,8.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","RPO2201 RPO0","GENE",120.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","SFD0331","CTCT",0.0000,12.5520,10.1580 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","SFD2201 SPL0","CTCT",160.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","STK0661 COB0","CNIR",32.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","SWN2201","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","SWN2201 SWN1","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TGA0331 KMI0","CNIR",32.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","THI2201 THI1","CTCT",80.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TKA0111 TKA1","GENE",20.0000,0.0010,0.0010 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TKB2201 TKB1","GENE",112.0000,1.2000,6.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TKU2201 TKU0","GENE",240.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TUI1101 KTW0","GENE",33.9980,0.0010,0.0020 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TUI1101 PRI0","GENE",38.0000,0.0010,0.0020 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TUI1101 TUI0","GENE",59.9980,0.0010,0.0020 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TWC2201 NZW0","NZWF",38.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TWC2201 TWF0","CNIR",78.0900,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TWH0331 TRC1","CTCT",25.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","TWH0331 TUK0","MERI",25.6100,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WDV1101 TAP0","MERI",72.6600,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WGN0331","ERGY",0.0000,50.0000,121.4650 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WIL0331 MCK0","MERI",29.8100,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WKM2201 MOK0","TUAR",83.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WKM2201 WKM0","MRPL",84.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WPA2201 WPA0","MRPL",42.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WRK0331 RKA0","MRPL",35.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WRK2201 WRK0","CTCT",135.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WTK0111 WTK0","MERI",55.0000,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WVY1101 WPP0","GENE",124.3950,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WWD1102 WWD0","MERI",59.3900,0.0000,0.0000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","WWD1103 WWD0","MERI",65.3800,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ARA2201 ARA0","MRPL",77.0713,2.0000,2.9287 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ARG1101 BRR0","CNIR",3.5000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ARI1101 ARI0","MRPL",70.1337,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ARI1102 ARI0","MRPL",105.3131,2.0000,5.6869 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ASB0661 HBK0","CNIR",21.5000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ATI2201 ATI0","MRPL",72.0545,1.9455,1.9455 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","AVI2201 AVI0","MERI",121.5370,4.8200,6.4260 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","BEN2202 BEN0","MERI",302.1380,11.9820,15.9760 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","BPE0331 TWF0","CNIR",29.5880,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","COL0661 COL0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","CPK0331","VWEN",0.0000,0.0000,7.1900 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","CYD2201 CYD0","CTCT",330.0000,9.9000,10.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","GLN0332 GLN0","ALNT",31.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HAM0331","WNET",0.0000,5.9000,8.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HLY2201 HLY1","GENE",150.0000,26.9990,34.9990 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HLY2201 HLY4","GENE",100.0000,24.7377,34.9990 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HLY2201 HLY5","GENE",234.5365,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HWA1101 PTA1","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HWA1101 PTA2","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HWA1101 PTA3","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HWA1102 WAA0","TODD",12.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HWB0331 MAH0","CNIR",35.9760,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","JRD1101 JRD0","TGTL",49.2000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KAW0112 ONU0","SKOG",18.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KAW1101 KAG0","MRPL",108.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","KUM0661 KUM0","CNIR",6.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","LTN0331 TWF0","CNIR",29.0190,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","LTN2201 TUR0","MRPL",108.2000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","MAN2201 MAN0","MERI",738.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","MAT1101 ANI0","PUNZ",24.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","MAT1101 MAT0","CNIR",74.0000,0.0000,6.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","MHO0331 MHO0","KING",26.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","MKE1101 MKE1","TGTL",45.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","MTI2201 MTI0","MRPL",272.0000,20.4000,30.4640 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","NAP2201 NAP0","NAPJ",139.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","NMA0331 WHL0","MERI",30.0500,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","NSY0331 PAE0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","OHA2201 OHA0","MERI",98.8190,3.9180,5.2260 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","OHB2201 OHB0","MERI",116.9930,4.6400,6.1860 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","OHC2201 OHC0","MERI",116.9930,4.6400,6.1860 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","OHK2201 OHK0","MRPL",100.3752,2.8105,6.6248 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","OKI2201 OKI0","CTCT",40.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","PEN0331","VCTR",0.0000,0.0000,41.6000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","PPI2201 PPI0","CTCT",37.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ROT1101 WHE0","CNIR",13.5000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ROX1101 ROX0","CTCT",40.0010,0.0010,0.0010 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","ROX2201 ROX0","CTCT",160.0000,8.0000,8.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","RPO2201 RPO0","GENE",120.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","SFD0331","CTCT",0.0000,12.5520,10.1580 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","SFD2201 SPL0","CTCT",160.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","STK0661 COB0","CNIR",32.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","SWN2201","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","SWN2201 SWN1","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TGA0331 KMI0","CNIR",32.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","THI2201 THI1","CTCT",80.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TKA0111 TKA1","GENE",20.0000,0.0010,0.0010 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TKB2201 TKB1","GENE",112.0000,1.2000,6.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TKU2201 TKU0","GENE",240.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TUI1101 KTW0","GENE",33.9980,0.0010,0.0020 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TUI1101 PRI0","GENE",38.0000,0.0010,0.0020 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TUI1101 TUI0","GENE",59.9980,0.0010,0.0020 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TWC2201 NZW0","NZWF",38.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TWC2201 TWF0","CNIR",67.7700,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TWH0331 TRC1","CTCT",42.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","TWH0331 TUK0","MERI",25.6100,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WDV1101 TAP0","MERI",72.6600,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WGN0331","ERGY",0.0000,50.0000,115.1150 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WIL0331 MCK0","MERI",29.8100,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WKM2201 MOK0","TUAR",84.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WKM2201 WKM0","MRPL",124.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WPA2201 WPA0","MRPL",54.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WRK0331 RKA0","MRPL",35.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WRK2201 WRK0","CTCT",135.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WTK0111 WTK0","MERI",55.0000,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WVY1101 WPP0","GENE",124.3950,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WWD1102 WWD0","MERI",59.3900,0.0000,0.0000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","WWD1103 WWD0","MERI",65.3800,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ARA2201 ARA0","MRPL",77.0713,2.0000,2.9287 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ARG1101 BRR0","CNIR",3.5000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ARI1101 ARI0","MRPL",81.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ARI1102 ARI0","MRPL",105.3131,2.8435,5.6869 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ASB0661 HBK0","CNIR",21.5000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ATI2201 ATI0","MRPL",72.0545,1.9455,1.9455 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","AVI2201 AVI0","MERI",115.9660,4.7630,6.3500 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","BEN2202 BEN0","MERI",288.2900,11.8400,15.7860 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","BPE0331 TWF0","CNIR",29.5880,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","BWK1101 WPI0","CNIR",42.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","COL0661 COL0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","CPK0331","VWEN",0.0000,0.0000,10.3650 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","CYD2201 CYD0","CTCT",330.0000,9.9000,10.0030 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","GLN0332 GLN0","ALNT",31.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HAM0331","WNET",0.0000,11.9000,14.4000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HLY2201 HLY1","GENE",177.0000,26.9990,35.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HLY2201 HLY4","GENE",120.0000,26.9990,35.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HLY2201 HLY5","GENE",267.5481,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HWA1101 PTA1","CNIR",3.6000,7.4000,7.4000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HWA1101 PTA2","CNIR",3.6000,0.0000,7.4000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HWA1101 PTA3","CNIR",3.6000,0.0000,7.4000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HWA1102 WAA0","TODD",12.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HWB0331 MAH0","CNIR",36.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","HWB0331 WPI0","CNIR",4.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","JRD1101 JRD0","TGTL",49.2000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KAW0112 ONU0","SKOG",18.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KAW1101 KAG0","MRPL",108.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","KUM0661 KUM0","CNIR",6.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","LTN0331 TWF0","CNIR",29.0190,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","LTN2201 TUR0","MRPL",106.5000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","MAN2201 MAN0","MERI",738.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","MAT1101 ANI0","PUNZ",24.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","MAT1101 MAT0","CNIR",74.0000,6.0000,6.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","MHO0331 MHO0","KING",26.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","MKE1101 MKE1","TGTL",45.2000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","MTI2201 MTI0","MRPL",342.3337,9.9277,12.6663 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","NAP2201 NAP0","NAPJ",139.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","NMA0331 WHL0","MERI",30.0500,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","NSY0331 PAE0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","OHA2201 OHA0","MERI",102.9620,4.2270,5.6380 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","OHB2201 OHB0","MERI",111.6310,4.5850,6.1130 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","OHC2201 OHC0","MERI",111.6310,4.5850,6.1130 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","OHK2201 OHK0","MRPL",100.3752,2.8105,6.6248 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","OKI2201 OKI0","CTCT",40.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","PEN0331","VCTR",0.0000,0.0000,48.0500 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","PPI2201 PPI0","CTCT",37.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ROT1101 WHE0","CNIR",13.5000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ROX1101 ROX0","CTCT",40.0010,0.0010,0.0020 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","ROX2201 ROX0","CTCT",160.0000,8.0000,8.0030 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","RPO2201 RPO0","GENE",119.9990,0.0010,0.0010 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","SFD0331","CTCT",0.0000,12.5520,10.1580 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","SFD2201 SFD21","CTCT",5.3519,0.0000,10.9715 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","SFD2201 SPL0","CTCT",160.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","STK0661 COB0","CNIR",32.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","SWN2201","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","SWN2201 SWN1","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TGA0331 KMI0","CNIR",38.5000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","THI2201 THI1","CTCT",80.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TKA0111 TKA1","GENE",23.0000,0.0010,0.0010 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TKB2201 TKB1","GENE",146.0000,1.2000,6.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TKU2201 TKU0","GENE",239.9980,0.0010,0.0020 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TUI1101 KTW0","GENE",33.9980,0.0020,0.0020 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TUI1101 PRI0","GENE",38.0000,0.0020,0.0030 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TUI1101 TUI0","GENE",59.9980,0.0020,0.0020 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TWC2201 NZW0","NZWF",2.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TWC2201 TWF0","CNIR",67.7700,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TWH0331 TRC1","CTCT",42.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","TWH0331 TUK0","MERI",25.6100,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WDV1101 TAP0","MERI",72.6600,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WGN0331","ERGY",0.0000,75.8691,115.1150 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WIL0331 MCK0","MERI",29.8100,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WKM2201 MOK0","TUAR",85.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WKM2201 WKM0","MRPL",124.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WPA2201 WPA0","MRPL",54.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WRK0331 RKA0","MRPL",35.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WRK2201 WRK0","CTCT",135.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WTK0111 WTK0","MERI",55.0000,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WVY1101 WPP0","GENE",124.3950,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WWD1102 WWD0","MERI",59.3900,0.0000,0.0000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","WWD1103 WWD0","MERI",65.3800,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ARA2201 ARA0","MRPL",77.0713,2.0000,2.9287 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ARG1101 BRR0","CNIR",3.5000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ARI1101 ARI0","MRPL",81.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ARI1102 ARI0","MRPL",105.3131,2.8435,5.6869 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ASB0661 HBK0","CNIR",21.5000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ATI2201 ATI0","MRPL",72.0545,1.9455,1.9455 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","AVI2201 AVI0","MERI",110.2510,4.7630,6.3500 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","BEN2202 BEN0","MERI",274.0830,11.8400,15.7860 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","BPE0331 TWF0","CNIR",29.5880,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","BWK1101 WPI0","CNIR",42.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","COL0661 COL0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","CPK0331","VWEN",0.0000,0.0000,10.9370 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","CYD2201 CYD0","CTCT",330.0000,9.9000,10.0030 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","GLN0332 GLN0","ALNT",31.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HAM0331","WNET",0.0000,8.9000,10.7000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HLY2201 HLY1","GENE",177.0000,26.9990,35.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HLY2201 HLY4","GENE",120.0000,26.9990,35.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HLY2201 HLY5","GENE",290.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HWA1101 PTA1","CNIR",3.6000,7.4000,7.4000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HWA1101 PTA2","CNIR",10.4351,0.0000,0.5649 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HWA1101 PTA3","CNIR",3.6000,0.0000,7.4000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HWA1102 WAA0","TODD",12.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HWB0331 MAH0","CNIR",36.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","HWB0331 WPI0","CNIR",4.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","JRD1101 JRD0","TGTL",49.2000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KAW0112 ONU0","SKOG",18.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KAW1101 KAG0","MRPL",108.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","KUM0661 KUM0","CNIR",6.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","LTN0331 TWF0","CNIR",29.0190,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","LTN2201 TUR0","MRPL",104.6000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","MAN2201 MAN0","MERI",738.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","MAT1101 ANI0","PUNZ",24.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","MAT1101 MAT0","CNIR",74.0000,6.0000,6.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","MHO0331 MHO0","KING",26.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","MKE1101 MKE1","TGTL",45.2000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","MTI2201 MTI0","MRPL",341.3462,10.9231,13.6538 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","NAP2201 NAP0","NAPJ",139.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","NMA0331 WHL0","MERI",30.0500,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","NSY0331 PAE0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","OHA2201 OHA0","MERI",106.0638,4.2270,5.6380 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","OHB2201 OHB0","MERI",106.1300,4.5850,6.1130 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","OHC2201 OHC0","MERI",106.1300,4.5850,6.1130 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","OHK2201 OHK0","MRPL",100.3752,2.8105,6.6248 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","OKI2201 OKI0","CTCT",40.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","PEN0331","VCTR",0.0000,0.0000,55.2500 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","PPI2201 PPI0","CTCT",37.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ROT1101 WHE0","CNIR",13.5000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ROX1101 ROX0","CTCT",40.0010,0.0010,0.0020 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","ROX2201 ROX0","CTCT",160.0000,8.0000,8.0030 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","RPO2201 RPO0","GENE",119.9990,0.0010,0.0010 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","SFD0331","CTCT",0.0000,12.5520,10.1580 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","SFD2201 SFD21","CTCT",16.0000,0.0000,32.8000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","SFD2201 SPL0","CTCT",160.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","STK0661 COB0","CNIR",32.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","SWN2201","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","SWN2201 SWN1","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TGA0331 KMI0","CNIR",38.5000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","THI2201 THI1","CTCT",80.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TKA0111 TKA1","GENE",23.0000,0.0010,0.0010 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TKB2201 TKB1","GENE",146.0000,1.2000,6.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TKU2201 TKU0","GENE",239.9990,0.0010,0.0010 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TUI1101 KTW0","GENE",33.9980,0.0020,0.0020 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TUI1101 PRI0","GENE",38.0000,0.0020,0.0030 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TUI1101 TUI0","GENE",59.9980,0.0020,0.0020 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TWC2201 NZW0","NZWF",2.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TWC2201 TWF0","CNIR",67.7700,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TWH0331 TRC1","CTCT",42.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","TWH0331 TUK0","MERI",25.6100,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WDV1101 TAP0","MERI",72.6600,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WGN0331","ERGY",0.0000,112.2516,115.6150 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WIL0331 MCK0","MERI",29.8100,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WKM2201 MOK0","TUAR",85.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WKM2201 WKM0","MRPL",124.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WPA2201 WPA0","MRPL",54.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WRK0331 RKA0","MRPL",35.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WRK2201 WRK0","CTCT",135.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WTK0111 WTK0","MERI",55.0000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WVY1101 WPP0","GENE",95.7000,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WWD1102 WWD0","MERI",59.3900,0.0000,0.0000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","WWD1103 WWD0","MERI",65.3800,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ARA2201 ARA0","MRPL",77.0713,2.0000,2.9287 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ARG1101 BRR0","CNIR",3.5000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ARI1101 ARI0","MRPL",81.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ARI1102 ARI0","MRPL",105.3131,2.8435,5.6869 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ASB0661 HBK0","CNIR",21.5000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ATI2201 ATI0","MRPL",72.0545,1.9455,1.9455 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","AVI2201 AVI0","MERI",108.9060,4.5990,6.1320 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","BEN2202 BEN0","MERI",270.7370,11.4330,15.2440 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","BPE0331 TWF0","CNIR",32.1360,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","COL0661 COL0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","CPK0331","VWEN",0.0000,0.0000,11.4090 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","CYD2201 CYD0","CTCT",330.0000,9.9000,10.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","GLN0332 GLN0","ALNT",31.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HAM0331","WNET",0.0000,14.1000,16.7000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HLY2201 HLY1","GENE",150.0000,26.9990,35.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HLY2201 HLY4","GENE",100.0000,26.9990,35.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HLY2201 HLY5","GENE",261.5102,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HWA1101 PTA1","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HWA1101 PTA2","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HWA1101 PTA3","CNIR",11.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HWA1102 WAA0","TODD",12.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HWB0331 MAH0","CNIR",35.8320,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","JRD1101 JRD0","TGTL",49.2000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KAW0112 ONU0","SKOG",18.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KAW1101 KAG0","MRPL",108.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","KUM0661 KUM0","CNIR",6.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","LTN0331 TWF0","CNIR",31.5180,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","LTN2201 TUR0","MRPL",103.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","MAN2201 MAN0","MERI",738.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","MAT1101 ANI0","PUNZ",24.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","MAT1101 MAT0","CNIR",74.0000,6.0000,6.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","MHO0331 MHO0","KING",26.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","MKE1101 MKE1","TGTL",45.2000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","MTI2201 MTI0","MRPL",333.3333,16.6667,21.6667 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","NAP2201 NAP0","NAPJ",139.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","NMA0331 WHL0","MERI",30.0500,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","NSY0331 PAE0","CNIR",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","OHA2201 OHA0","MERI",121.1200,5.1140,6.8180 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","OHB2201 OHB0","MERI",104.8340,4.4270,5.9030 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","OHC2201 OHC0","MERI",104.8340,4.4270,5.9030 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","OHK2201 OHK0","MRPL",100.3752,2.8105,6.6248 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","OKI2201 OKI0","CTCT",40.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","PEN0331","VCTR",0.0000,0.0000,53.9500 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","PPI2201 PPI0","CTCT",37.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ROT1101 WHE0","CNIR",13.5000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ROX1101 ROX0","CTCT",40.0010,0.0010,0.0010 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","ROX2201 ROX0","CTCT",160.0000,8.0000,8.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","RPO2201 RPO0","GENE",120.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","SFD0331","CTCT",0.0000,12.5520,10.1580 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","SFD2201 SPL0","CTCT",160.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","STK0661 COB0","CNIR",32.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","SWN2201","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","SWN2201 SWN1","MRPL",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TGA0331 KMI0","CNIR",32.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","THI2201 THI1","CTCT",80.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TKA0111 TKA1","GENE",20.0000,0.0010,0.0010 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TKB2201 TKB1","GENE",126.6494,1.2000,6.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TKU2201 TKU0","GENE",240.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TUI1101 KTW0","GENE",33.9980,0.0020,0.0020 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TUI1101 PRI0","GENE",38.0000,0.0020,0.0020 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TUI1101 TUI0","GENE",59.9980,0.0020,0.0020 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TWC2201 NZW0","NZWF",2.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TWC2201 TWF0","CNIR",78.3900,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TWH0331 TRC1","CTCT",42.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","TWH0331 TUK0","MERI",25.6100,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WDV1101 TAP0","MERI",72.6600,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WGN0331","ERGY",0.0000,58.0916,115.6150 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WIL0331 MCK0","MERI",29.8100,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WKM2201 MOK0","TUAR",85.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WKM2201 WKM0","MRPL",124.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WPA2201 WPA0","MRPL",54.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WRK0331 RKA0","MRPL",35.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WRK2201 WRK0","CTCT",135.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WTK0111 WTK0","MERI",55.0000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WVY1101 WPP0","GENE",96.5000,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WWD1102 WWD0","MERI",59.3900,0.0000,0.0000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","WWD1103 WWD0","MERI",65.3800,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARA2201 ARA0","MRPL",47.0000,1.3160,2.6320 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARG1101 BRR0","CNIR",8.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARI1101 ARI0","MRPL",69.0000,2.0000,2.9670 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ARI1102 ARI0","MRPL",60.0000,0.0000,1.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ASB0661 HBK0","CNIR",18.5000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ATI2201 ATI0","MRPL",51.0000,2.0000,3.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","AVI2201 AVI0","MERI",133.2350,4.4120,5.8820 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BEN2202 BEN0","MERI",443.0070,14.6690,19.5590 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BOB1101","CNTP",0.0000,1.8320,4.2090 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE0331","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BPE0331 TWF0","CNIR",30.7600,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","COL0661 COL0","CNIR",24.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CPK0331","VWEN",0.0000,0.0000,4.1070 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CYD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","CYD2201 CYD0","CTCT",300.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","GLN0332 GLN0","ALNT",35.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HAM0331","WNET",0.0000,5.5000,7.1000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY2201 HLY5","GENE",250.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1101 PTA1","CNIR",9.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1101 PTA2","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1101 PTA3","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWA1102 WAA0","TODD",16.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWB0331 MAH0","CNIR",35.8000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ISL0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ISL0661","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0111","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0111 TAM0","TAOM",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0112 ONU0","SKOG",40.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW0113","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LTN0331 TWF0","CNIR",27.8000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","LTN2201 TUR0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MAN2201 MAN0","MERI",406.0000,62.0000,112.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MAT1101 ANI0","PUNZ",23.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MAT1101 MAT0","CNIR",38.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MPE1101","NTHP",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","MTI2201 MTI0","MRPL",131.0000,14.4100,23.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NAP2202 NTM0","MRPL",63.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NMA0331 WHL0","MERI",31.7860,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NSY0331 PAE0","CNIR",11.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHA2201 OHA0","MERI",158.2180,5.2390,6.9850 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHB2201 OHB0","MERI",150.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHC2201 OHC0","MERI",171.5400,1.1793,7.5740 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OHK2201 OHK0","MRPL",69.0000,2.0000,4.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","OKI2201 OKI0","CTCT",39.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PEN0331","VCTR",0.0000,0.0000,13.8500 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","PPI2201 PPI0","CTCT",34.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROT1101 WHE0","CNIR",25.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROX1101 ROX0","CTCT",40.0100,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","ROX2201 ROX0","CTCT",120.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","RPO2201 RPO0","GENE",92.0000,28.0000,28.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","SFD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","THI2201 THI1","CTCT",79.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TKA0111 TKA1","GENE",23.0000,0.0010,0.0010 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TKB2201 TKB1","GENE",146.0000,0.0000,0.0010 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TKU2201 TKU0","GENE",141.0000,0.0000,24.2529 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI1101 KTW0","GENE",18.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI1101 PRI0","GENE",39.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TUI1101 TUI0","GENE",40.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWC2201 NZW0","NZWF",27.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWC2201 TWF0","CNIR",63.7500,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWH0331 TRC1","CTCT",30.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","TWH0331 TUK0","MERI",15.2720,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WDV1101 TAP0","MERI",50.2760,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WGN0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL0331","MERI",0.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WIL0331 MCK0","MERI",58.5280,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM2201 MOK0","TUAR",76.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WKM2201 WKM0","MRPL",81.5134,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK0331 RKA0","MRPL",34.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK0331 TAA0","CTCT",13.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WRK2201 WRK0","CTCT",102.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WTK0111 WTK0","MERI",75.0000,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WVY1101 WPP0","GENE",34.3100,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WWD1102 WWD0","MERI",65.9030,0.0000,0.0000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","WWD1103 WWD0","MERI",72.7000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARA2201 ARA0","MRPL",47.0000,0.6580,1.3160 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARG1101 BRR0","CNIR",8.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARI1101 ARI0","MRPL",46.0000,1.3340,1.9780 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ARI1102 ARI0","MRPL",40.1621,0.0000,0.6828 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ASB0661 HBK0","CNIR",18.5000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ATI2201 ATI0","MRPL",51.0000,3.0000,3.9780 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","AVI2201 AVI0","MERI",131.3240,0.0000,5.8820 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BEN2202 BEN0","MERI",436.6510,0.0000,19.5590 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BOB1101","CNTP",0.0000,1.7060,3.9210 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE0331","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BPE0331 TWF0","CNIR",30.7600,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","COL0661 COL0","CNIR",24.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CPK0331","VWEN",0.0000,0.0000,3.8560 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CYD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","CYD2201 CYD0","CTCT",300.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","GLN0332 GLN0","ALNT",35.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HAM0331","WNET",0.0000,0.0000,7.7000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY5","GENE",250.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1101 PTA1","CNIR",9.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1101 PTA2","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1101 PTA3","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWA1102 WAA0","TODD",16.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWB0331 MAH0","CNIR",35.8000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ISL0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ISL0661","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0111","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0111 TAM0","TAOM",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0112 ONU0","SKOG",40.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW0113","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LTN0331 TWF0","CNIR",27.8000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","LTN2201 TUR0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MAN2201 MAN0","MERI",406.0000,62.0000,112.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MAT1101 ANI0","PUNZ",23.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MAT1101 MAT0","CNIR",60.0000,8.4173,20.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MPE1101","NTHP",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","MTI2201 MTI0","MRPL",125.0000,12.0000,18.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NAP2202 NTM0","MRPL",63.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NMA0331 WHL0","MERI",31.7860,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NSY0331 PAE0","CNIR",11.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHA2201 OHA0","MERI",155.9460,0.0000,6.9850 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHB2201 OHB0","MERI",150.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHC2201 OHC0","MERI",169.0790,0.0000,7.5740 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OHK2201 OHK0","MRPL",69.0000,2.0000,5.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","OKI2201 OKI0","CTCT",39.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PEN0331","VCTR",0.0000,0.0000,12.7000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","PPI2201 PPI0","CTCT",34.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROT1101 WHE0","CNIR",25.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROX1101 ROX0","CTCT",40.0100,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","ROX2201 ROX0","CTCT",120.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","RPO2201 RPO0","GENE",92.0000,28.0000,28.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","THI2201 THI1","CTCT",79.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKA0111 TKA1","GENE",23.0000,0.0000,0.0010 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKB2201 TKB1","GENE",146.0000,0.0000,0.0010 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TKU2201 TKU0","GENE",141.0000,0.0000,10.8598 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI1101 KTW0","GENE",18.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI1101 PRI0","GENE",39.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TUI1101 TUI0","GENE",40.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWC2201 NZW0","NZWF",27.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWC2201 TWF0","CNIR",63.7500,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWH0331 TRC1","CTCT",30.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","TWH0331 TUK0","MERI",16.3890,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WDV1101 TAP0","MERI",48.0050,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WGN0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL0331","MERI",0.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WIL0331 MCK0","MERI",58.2730,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKM2201 MOK0","TUAR",76.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WKM2201 WKM0","MRPL",84.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK0331 RKA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK0331 TAA0","CTCT",13.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WRK2201 WRK0","CTCT",102.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WTK0111 WTK0","MERI",75.0000,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WVY1101 WPP0","GENE",34.3100,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WWD1102 WWD0","MERI",66.1340,0.0000,0.0000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","WWD1103 WWD0","MERI",72.8190,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARA2201 ARA0","MRPL",47.0000,0.0000,1.3160 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARG1101 BRR0","CNIR",8.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARI1101 ARI0","MRPL",46.0000,0.0000,1.9780 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ARI1102 ARI0","MRPL",40.6660,0.0000,0.6913 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ASB0661 HBK0","CNIR",18.5000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ATI2201 ATI0","MRPL",34.0000,0.0000,1.3260 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","AVI2201 AVI0","MERI",129.8530,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BEN2202 BEN0","MERI",431.7610,0.0000,19.5590 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BOB1101","CNTP",0.0000,1.5810,3.6320 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE0331","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BPE0331 TWF0","CNIR",30.7600,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","COL0661 COL0","CNIR",24.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CPK0331","VWEN",0.0000,0.0000,3.6570 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CYD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","CYD2201 CYD0","CTCT",300.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","GLN0332 GLN0","ALNT",35.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HAM0331","WNET",0.0000,0.0000,7.6000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY2201 HLY5","GENE",230.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1101 PTA1","CNIR",9.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1101 PTA2","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1101 PTA3","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWA1102 WAA0","TODD",16.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWB0331 MAH0","CNIR",35.8000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ISL0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ISL0661","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0111","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0111 TAM0","TAOM",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0112 ONU0","SKOG",40.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW0113","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LTN0331 TWF0","CNIR",27.8000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","LTN2201 TUR0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MAN2201 MAN0","MERI",406.0000,47.4700,112.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MAT1101 ANI0","PUNZ",23.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MAT1101 MAT0","CNIR",60.0000,0.0000,20.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MPE1101","NTHP",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","MTI2201 MTI0","MRPL",118.0000,0.0000,22.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NAP2202 NTM0","MRPL",63.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NMA0331 WHL0","MERI",31.5110,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NSY0331 PAE0","CNIR",11.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHA2201 OHA0","MERI",154.2000,0.0000,3.1359 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHB2201 OHB0","MERI",150.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHC2201 OHC0","MERI",167.1860,0.0000,7.5740 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OHK2201 OHK0","MRPL",69.0000,0.0000,5.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","OKI2201 OKI0","CTCT",39.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PEN0331","VCTR",0.0000,0.0000,11.6000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","PPI2201 PPI0","CTCT",34.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROT1101 WHE0","CNIR",25.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROX1101 ROX0","CTCT",40.0100,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","ROX2201 ROX0","CTCT",120.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","RPO2201 RPO0","GENE",92.0000,0.0000,28.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","THI2201 THI1","CTCT",79.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKA0111 TKA1","GENE",23.0000,0.0000,0.0010 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKB2201 TKB1","GENE",146.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TKU2201 TKU0","GENE",141.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI1101 KTW0","GENE",18.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI1101 PRI0","GENE",39.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TUI1101 TUI0","GENE",40.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWC2201 NZW0","NZWF",27.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWC2201 TWF0","CNIR",63.7500,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWH0331 TRC1","CTCT",30.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","TWH0331 TUK0","MERI",15.8470,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WDV1101 TAP0","MERI",50.2760,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WGN0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL0331","MERI",0.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WIL0331 MCK0","MERI",58.5280,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM2201 MOK0","TUAR",76.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WKM2201 WKM0","MRPL",84.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK0331 RKA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK0331 TAA0","CTCT",13.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WRK2201 WRK0","CTCT",102.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WTK0111 WTK0","MERI",75.0000,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WVY1101 WPP0","GENE",34.3100,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WWD1102 WWD0","MERI",66.3450,0.0000,0.0000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","WWD1103 WWD0","MERI",72.9280,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARA2201 ARA0","MRPL",47.0000,0.0000,1.5980 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARG1101 BRR0","CNIR",8.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARI1101 ARI0","MRPL",46.0000,0.0000,1.9780 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ARI1102 ARI0","MRPL",40.0000,0.0000,0.6800 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ASB0661 HBK0","CNIR",18.5000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ATI2201 ATI0","MRPL",34.0000,0.0000,1.3260 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","AVI2201 AVI0","MERI",133.0880,0.0000,5.8820 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BEN2202 BEN0","MERI",442.5180,0.0000,13.1689 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BOB1101","CNTP",0.0000,0.0000,3.3430 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE0331","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BPE0331 TWF0","CNIR",30.7600,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","COL0661 COL0","CNIR",24.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CPK0331","VWEN",0.0000,0.0000,3.4580 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CYD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","CYD2201 CYD0","CTCT",300.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","GLN0332 GLN0","ALNT",35.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HAM0331","WNET",0.0000,0.0000,7.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY5","GENE",210.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1101 PTA1","CNIR",9.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1101 PTA2","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1101 PTA3","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWA1102 WAA0","TODD",16.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWB0331 MAH0","CNIR",35.8000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ISL0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ISL0661","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0111","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0111 TAM0","TAOM",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0112 ONU0","SKOG",40.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW0113","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KPO1101 KPO0","MRPL",57.8471,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LTN0331 TWF0","CNIR",27.8000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","LTN2201 TUR0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MAN2201 MAN0","MERI",406.0000,34.1792,112.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MAT1101 ANI0","PUNZ",23.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MAT1101 MAT0","CNIR",60.0000,0.0000,20.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MPE1101","NTHP",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","MTI2201 MTI0","MRPL",134.0000,0.0000,17.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NAP2202 NTM0","MRPL",63.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NMA0331 WHL0","MERI",32.5000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NSY0331 PAE0","CNIR",11.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHA2201 OHA0","MERI",158.0430,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHB2201 OHB0","MERI",150.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHC2201 OHC0","MERI",171.3510,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OHK2201 OHK0","MRPL",46.0000,0.0000,1.9780 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","OKI2201 OKI0","CTCT",39.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PEN0331","VCTR",0.0000,0.0000,11.4500 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","PPI2201 PPI0","CTCT",34.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROT1101 WHE0","CNIR",25.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROX1101 ROX0","CTCT",40.0100,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","ROX2201 ROX0","CTCT",120.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","RPO2201 RPO0","GENE",92.0000,0.0000,28.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","THI2201 THI1","CTCT",79.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKA0111 TKA1","GENE",20.2417,0.0000,0.0010 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKB2201 TKB1","GENE",146.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TKU2201 TKU0","GENE",141.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI1101 KTW0","GENE",18.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI1101 PRI0","GENE",39.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TUI1101 TUI0","GENE",40.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWC2201 NZW0","NZWF",27.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWC2201 TWF0","CNIR",63.7500,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWH0331 TRC1","CTCT",30.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","TWH0331 TUK0","MERI",15.2720,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WDV1101 TAP0","MERI",51.3830,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WGN0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WIL0331","MERI",0.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WIL0331 MCK0","MERI",59.2890,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WKM2201 MOK0","TUAR",76.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WKM2201 WKM0","MRPL",84.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK0331 RKA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK0331 TAA0","CTCT",13.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WRK2201 WRK0","CTCT",102.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WTK0111 WTK0","MERI",75.0000,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WVY1101 WPP0","GENE",34.3100,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WWD1102 WWD0","MERI",66.4450,0.0000,0.0000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","WWD1103 WWD0","MERI",72.9680,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARA2201 ARA0","MRPL",47.0000,0.0000,1.3160 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARG1101 BRR0","CNIR",8.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARI1101 ARI0","MRPL",46.0000,0.0000,1.9780 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ARI1102 ARI0","MRPL",60.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ASB0661 HBK0","CNIR",18.5000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ATI2201 ATI0","MRPL",35.2219,0.0000,1.3737 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","AVI2201 AVI0","MERI",136.3240,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BEN2202 BEN0","MERI",453.2760,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BOB1101","CNTP",0.0000,0.0000,3.0540 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE0331","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BPE0331 TWF0","CNIR",23.4000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","COL0661 COL0","CNIR",24.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CPK0331","VWEN",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CYD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","CYD2201 CYD0","CTCT",300.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","GLN0332 GLN0","ALNT",35.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HAM0331","WNET",0.0000,0.0000,1.8982 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY2201 HLY5","GENE",210.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1101 PTA1","CNIR",9.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1101 PTA2","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1101 PTA3","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWA1102 WAA0","TODD",16.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWB0331 MAH0","CNIR",32.8200,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ISL0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ISL0661","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0111","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0111 TAM0","TAOM",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0112 ONU0","SKOG",40.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW0113","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LTN0331 TWF0","CNIR",22.9500,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","LTN2201 TUR0","MRPL",89.8000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MAN2201 MAN0","MERI",406.0000,34.4076,132.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MAT1101 ANI0","PUNZ",23.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MAT1101 MAT0","CNIR",60.0000,0.0000,20.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MPE1101","NTHP",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","MTI2201 MTI0","MRPL",124.0000,0.0000,23.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NAP2202 NTM0","MRPL",63.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NMA0331 WHL0","MERI",30.9870,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NSY0331 PAE0","CNIR",11.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHA2201 OHA0","MERI",161.8830,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHB2201 OHB0","MERI",150.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHC2201 OHC0","MERI",175.5170,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OHK2201 OHK0","MRPL",69.0000,0.0000,5.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","OKI2201 OKI0","CTCT",39.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PEN0331","VCTR",0.0000,0.0000,11.3000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","PPI2201 PPI0","CTCT",34.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROT1101 WHE0","CNIR",25.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROX1101 ROX0","CTCT",40.0100,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","ROX2201 ROX0","CTCT",120.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","RPO2201 RPO0","GENE",92.0000,0.0000,28.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","SFD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","THI2201 THI1","CTCT",79.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKA0111 TKA1","GENE",23.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKB2201 TKB1","GENE",146.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TKU2201 TKU0","GENE",141.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TUI1101 KTW0","GENE",18.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TUI1101 PRI0","GENE",39.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TUI1101 TUI0","GENE",40.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWC2201 NZW0","NZWF",27.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWC2201 TWF0","CNIR",49.3500,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWH0331 TRC1","CTCT",30.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","TWH0331 TUK0","MERI",15.2720,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WDV1101 TAP0","MERI",51.3830,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WGN0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WIL0331","MERI",0.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WIL0331 MCK0","MERI",59.2890,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WKM2201 MOK0","TUAR",76.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WKM2201 WKM0","MRPL",84.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WRK0331 RKA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WRK0331 TAA0","CTCT",13.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WRK2201 WRK0","CTCT",102.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WTK0111 WTK0","MERI",75.0000,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WVY1101 WPP0","GENE",34.3100,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WWD1102 WWD0","MERI",65.9930,0.0000,0.0000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","WWD1103 WWD0","MERI",70.2760,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARA2201 ARA0","MRPL",47.0000,0.0000,1.5980 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARG1101 BRR0","CNIR",8.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARI1101 ARI0","MRPL",46.0000,0.0000,1.9780 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ARI1102 ARI0","MRPL",40.0000,0.0000,0.6800 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ASB0661 HBK0","CNIR",18.5000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ATI2201 ATI0","MRPL",34.0000,0.0000,1.3260 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","AVI2201 AVI0","MERI",139.8530,0.0000,5.8820 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BEN2202 BEN0","MERI",465.0110,0.0000,0.2515 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BOB1101","CNTP",0.0000,1.2660,2.9100 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE0331","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BPE0331 TWF0","CNIR",25.6880,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","COL0661 COL0","CNIR",24.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CPK0331","VWEN",0.0000,0.0000,2.7970 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CYD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","CYD2201 CYD0","CTCT",300.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","GLN0332 GLN0","ALNT",35.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HAM0331","WNET",0.0000,0.0000,7.2000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY5","GENE",230.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1101 PTA1","CNIR",9.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1101 PTA2","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1101 PTA3","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWA1102 WAA0","TODD",16.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWB0331 MAH0","CNIR",30.8880,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ISL0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ISL0661","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0111","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0111 TAM0","TAOM",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0112 ONU0","SKOG",40.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW0113","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KPO1101 KPO0","MRPL",61.3066,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LTN0331 TWF0","CNIR",25.1940,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","LTN2201 TUR0","MRPL",88.3000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MAN2201 MAN0","MERI",406.0000,56.3208,132.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MAT1101 ANI0","PUNZ",23.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MAT1101 MAT0","CNIR",60.0000,0.0000,20.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MPE1101","NTHP",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","MTI2201 MTI0","MRPL",134.0000,0.0000,17.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NAP2202 NTM0","MRPL",63.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NMA0331 WHL0","MERI",30.7450,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NSY0331 PAE0","CNIR",11.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHA2201 OHA0","MERI",166.0750,0.0000,6.9850 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHB2201 OHB0","MERI",150.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHC2201 OHC0","MERI",180.0610,0.0000,7.5740 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OHK2201 OHK0","MRPL",46.0000,0.0000,1.9780 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","OKI2201 OKI0","CTCT",39.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PEN0331","VCTR",0.0000,0.0000,12.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","PPI2201 PPI0","CTCT",34.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROT1101 WHE0","CNIR",25.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROX1101 ROX0","CTCT",40.0100,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","ROX2201 ROX0","CTCT",120.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","RPO2201 RPO0","GENE",92.0000,0.0000,28.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","THI2201 THI1","CTCT",79.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKA0111 TKA1","GENE",20.0000,0.0000,0.0010 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKB2201 TKB1","GENE",146.0000,0.0000,0.0010 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TKU2201 TKU0","GENE",141.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI1101 KTW0","GENE",18.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI1101 PRI0","GENE",39.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TUI1101 TUI0","GENE",40.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWC2201 NZW0","NZWF",27.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWC2201 TWF0","CNIR",55.6500,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWH0331 TRC1","CTCT",30.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","TWH0331 TUK0","MERI",19.0580,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WDV1101 TAP0","MERI",47.4300,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WGN0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL0331","MERI",0.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WIL0331 MCK0","MERI",58.8850,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM2201 MOK0","TUAR",76.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WKM2201 WKM0","MRPL",84.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK0331 RKA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK0331 TAA0","CTCT",13.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WRK2201 WRK0","CTCT",102.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WTK0111 WTK0","MERI",75.0000,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WVY1101 WPP0","GENE",65.6510,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WWD1102 WWD0","MERI",66.1150,0.0000,0.0000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","WWD1103 WWD0","MERI",70.3370,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARA2201 ARA0","MRPL",47.0000,0.0000,1.3160 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARG1101 BRR0","CNIR",8.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARI1101 ARI0","MRPL",46.0000,0.0000,1.9780 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ARI1102 ARI0","MRPL",59.3472,0.0000,1.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ASB0661 HBK0","CNIR",18.5000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ATI2201 ATI0","MRPL",34.0000,0.0000,1.3260 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","AVI2201 AVI0","MERI",140.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BEN2202 BEN0","MERI",465.5000,0.0000,9.7179 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BOB1101","CNTP",0.0000,1.3470,3.0960 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE0331","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BPE0331 TWF0","CNIR",25.6880,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","COL0661 COL0","CNIR",24.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CPK0331","VWEN",0.0000,0.0000,3.0690 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CYD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","CYD2201 CYD0","CTCT",300.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","GLN0332 GLN0","ALNT",35.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HAM0331","WNET",0.0000,0.0000,7.3000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY5","GENE",230.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1101 PTA1","CNIR",9.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1101 PTA2","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1101 PTA3","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWA1102 WAA0","TODD",16.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWB0331 MAH0","CNIR",30.8880,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ISL0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ISL0661","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0111","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0111 TAM0","TAOM",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0112 ONU0","SKOG",40.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW0113","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","LTN0331 TWF0","CNIR",25.1940,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","LTN2201 TUR0","MRPL",87.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MAN2201 MAN0","MERI",406.0000,53.6131,132.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MAT1101 ANI0","PUNZ",23.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MAT1101 MAT0","CNIR",60.0000,0.0000,20.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MPE1101","NTHP",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","MTI2201 MTI0","MRPL",117.0000,0.0000,23.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NAP2202 NTM0","MRPL",63.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NMA0331 WHL0","MERI",31.2430,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NSY0331 PAE0","CNIR",11.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHA2201 OHA0","MERI",166.2500,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHB2201 OHB0","MERI",150.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHC2201 OHC0","MERI",180.2500,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OHK2201 OHK0","MRPL",69.0000,0.0000,5.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","OKI2201 OKI0","CTCT",39.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PEN0331","VCTR",0.0000,0.0000,12.7000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","PPI2201 PPI0","CTCT",34.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROT1101 WHE0","CNIR",25.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROX1101 ROX0","CTCT",40.0100,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","ROX2201 ROX0","CTCT",120.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","RPO2201 RPO0","GENE",92.0000,0.0000,28.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","THI2201 THI1","CTCT",79.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKA0111 TKA1","GENE",22.1501,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKB2201 TKB1","GENE",146.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TKU2201 TKU0","GENE",141.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI1101 KTW0","GENE",18.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI1101 PRI0","GENE",39.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TUI1101 TUI0","GENE",40.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWC2201 NZW0","NZWF",27.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWC2201 TWF0","CNIR",55.6500,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWH0331 TRC1","CTCT",30.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","TWH0331 TUK0","MERI",18.4450,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WDV1101 TAP0","MERI",46.3230,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WGN0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL0331","MERI",0.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WIL0331 MCK0","MERI",58.9510,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM2201 MOK0","TUAR",76.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WKM2201 WKM0","MRPL",84.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK0331 RKA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK0331 TAA0","CTCT",13.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WRK2201 WRK0","CTCT",102.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WTK0111 WTK0","MERI",75.0000,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WVY1101 WPP0","GENE",69.0170,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WWD1102 WWD0","MERI",66.3750,0.0000,0.0000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","WWD1103 WWD0","MERI",70.4770,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARA2201 ARA0","MRPL",64.2539,0.0000,1.7991 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARG1101 BRR0","CNIR",8.3882,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARI1101 ARI0","MRPL",46.0000,0.0000,1.9780 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ARI1102 ARI0","MRPL",60.0000,0.0000,1.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ASB0661 HBK0","CNIR",18.5000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ATI2201 ATI0","MRPL",51.0000,0.0000,1.9890 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","AVI2201 AVI0","MERI",137.9410,0.0000,5.8820 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BEN2202 BEN0","MERI",458.6540,0.0000,8.4884 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BOB1101","CNTP",0.0000,1.5090,3.4680 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE0331","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BPE0331 TWF0","CNIR",25.6880,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","COL0661 COL0","CNIR",24.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CPK0331","VWEN",0.0000,0.0000,3.3420 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CYD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","CYD2201 CYD0","CTCT",300.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","GLN0332 GLN0","ALNT",35.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HAM0331","WNET",0.0000,0.0000,7.9000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY5","GENE",230.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1101 PTA1","CNIR",9.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1101 PTA2","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1101 PTA3","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWA1102 WAA0","TODD",16.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWB0331 MAH0","CNIR",26.6520,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ISL0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ISL0661","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0111","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0111 TAM0","TAOM",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0112 ONU0","SKOG",40.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW0113","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KIN0112 KIN0","CNIR",30.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KPA1101 KPI1","TODD",5.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LTN0331 TWF0","CNIR",25.1940,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","LTN2201 TUR0","MRPL",86.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MAN2201 MAN0","MERI",406.0000,80.0000,132.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MAT1101 ANI0","PUNZ",23.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MAT1101 MAT0","CNIR",60.0000,7.3326,20.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MKE1101 MKE1","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MPE1101","NTHP",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","MTI2201 MTI0","MRPL",138.0000,0.0000,19.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NAP2202 NTM0","MRPL",63.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NMA0331 WHL0","MERI",31.7860,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NSY0331 PAE0","CNIR",11.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHA2201 OHA0","MERI",163.8060,0.0000,6.9850 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHB2201 OHB0","MERI",150.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHC2201 OHC0","MERI",177.5990,0.0000,7.5740 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OHK2201 OHK0","MRPL",69.0000,0.0000,3.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","OKI2201 OKI0","CTCT",39.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PEN0331","VCTR",0.0000,0.0000,13.2500 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","PPI2201 PPI0","CTCT",34.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROT1101 WHE0","CNIR",25.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROX1101 ROX0","CTCT",40.0100,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","ROX2201 ROX0","CTCT",120.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","RPO2201 RPO0","GENE",92.0000,0.0000,28.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SFD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","THI2201 THI1","CTCT",79.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKA0111 TKA1","GENE",23.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKB2201 TKB1","GENE",146.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TKU2201 TKU0","GENE",141.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TUI1101 KTW0","GENE",18.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TUI1101 PRI0","GENE",39.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TUI1101 TUI0","GENE",40.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TWC2201 NZW0","NZWF",27.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TWC2201 TWF0","CNIR",55.6500,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TWH0331 TRC1","CTCT",30.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","TWH0331 TUK0","MERI",18.4450,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WDV1101 TAP0","MERI",46.3230,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WGN0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WIL0331","MERI",0.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WIL0331 MCK0","MERI",58.4690,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WKM2201 MOK0","TUAR",76.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WKM2201 WKM0","MRPL",84.0000,1.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WRK0331 RKA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WRK0331 TAA0","CTCT",13.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WRK2201 WRK0","CTCT",102.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WTK0111 WTK0","MERI",75.0000,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WVY1101 WPP0","GENE",70.5230,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WWD1102 WWD0","MERI",66.3080,0.0000,0.0000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","WWD1103 WWD0","MERI",69.3780,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ARA2201 ARA0","MRPL",73.0000,3.0000,7.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ARG1101 BRR0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ARI1101 ARI0","MRPL",79.0000,1.0000,2.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ARI1102 ARI0","MRPL",111.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ASB0661 HBK0","CNIR",22.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ATI2201 ATI0","MRPL",70.0000,2.0000,4.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","AVI2201 AVI0","MERI",74.7034,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","BEN2202 BEN0","MERI",64.9627,14.8050,19.7400 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","BPE0331 TWF0","CNIR",22.1300,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","COL0661 COL0","CNIR",11.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","CPK0331","VWEN",0.0000,0.0000,6.0690 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","CYD2201 CYD0","CTCT",300.0000,33.0040,33.0040 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","GLN0332 GLN0","ALNT",22.7000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HAM0331","WNET",0.0000,5.2000,8.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HLY2201 HLY5","GENE",301.7510,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HWA1101 PTA1","CNIR",11.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HWA1101 PTA2","CNIR",11.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HWA1101 PTA3","CNIR",11.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HWA1102 WAA0","TODD",10.9400,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HWB0331 MAH0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","JRD1101 JRD0","TGTL",33.2433,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KAW0112 ONU0","SKOG",34.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KIN0112 KIN0","CNIR",34.5000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KPA1101 KPI1","TODD",1.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","LTN0331 TWF0","CNIR",24.7000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","LTN2201 TUR0","MRPL",83.2000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","MAN2201 MAN0","MERI",495.0802,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","MAT1101 ANI0","PUNZ",23.8000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","MAT1101 MAT0","CNIR",78.0000,2.0000,2.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","MKE1101 MKE1","TGTL",33.3333,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","MTI2201 MTI0","MRPL",336.0598,18.9402,18.9402 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","NMA0331 WHL0","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","NSY0331 PAE0","CNIR",3.5600,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","OHA2201 OHA0","MERI",189.8000,6.6230,8.8320 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","OHB2201 OHB0","MERI",143.7140,4.2860,5.7140 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","OHC2201 OHC0","MERI",143.7140,4.2860,5.7140 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","OHK2201 OHK0","MRPL",79.0000,1.0000,1.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","OKI2201 OKI0","CTCT",34.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","PEN0331","VCTR",0.0000,0.0000,25.5000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","PPI2201 PPI0","CTCT",35.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ROT1101 WHE0","CNIR",14.0000,2.1000,3.9000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ROX1101 ROX0","CTCT",39.0467,1.9533,1.9533 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","ROX2201 ROX0","CTCT",194.2829,9.7171,9.7171 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","RPO2201 RPO0","GENE",106.0000,14.0000,14.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","SFD0331","CTCT",0.0000,11.8770,9.3530 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","SFD2201 SFD21","CTCT",102.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","STK0661 COB0","CNIR",0.8000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TGA0331 KMI0","CNIR",14.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","THI2201 THI1","CTCT",78.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","THI2201 THI2","CTCT",81.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TKA0111 TKA1","GENE",7.6428,0.0010,0.0010 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TKB2201 TKB1","GENE",74.9700,0.0010,0.0010 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TKU2201 TKU0","GENE",240.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TUI1101 KTW0","GENE",32.5000,0.0020,1.5000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TUI1101 PRI0","GENE",43.9970,0.0020,0.0030 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TUI1101 TUI0","GENE",57.4000,0.1010,2.6000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TWC2201 NZW0","NZWF",16.4600,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TWC2201 TWF0","CNIR",54.0900,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TWH0331 TRC1","CTCT",15.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","TWH0331 TUK0","MERI",2.3000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WDV1101 TAP0","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WGN0331","ERGY",0.0000,67.6091,110.0420 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WHI2201 WHI0","CTCT",22.4768,0.0000,26.9722 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WIL0331 MCK0","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WKM2201 MOK0","TUAR",88.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WKM2201 WKM0","MRPL",124.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WPA2201 WPA0","MRPL",54.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WRK0331 RKA0","MRPL",27.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WRK2201 WRK0","CTCT",133.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WTK0111 WTK0","MERI",21.4455,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WVY1101 WPP0","GENE",32.4900,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WWD1102 WWD0","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","WWD1103 WWD0","MERI",1.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARA2201 ARA0","MRPL",47.0000,1.3160,2.6320 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARG1101 BRR0","CNIR",10.5000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARI1101 ARI0","MRPL",69.0000,2.0000,2.9670 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ARI1102 ARI0","MRPL",60.0000,0.0000,1.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ASB0661 HBK0","CNIR",18.5000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ATI2201 ATI0","MRPL",51.0000,2.0000,3.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","AVI2201 AVI0","MERI",133.2350,4.4120,5.8820 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BEN2202 BEN0","MERI",443.0070,14.6690,19.5590 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BOB1101","CNTP",0.0000,1.8320,4.2090 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE0331","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BPE0331 TWF0","CNIR",30.5100,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","COL0661 COL0","CNIR",24.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CPK0331","VWEN",0.0000,0.0000,4.1070 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CYD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","CYD2201 CYD0","CTCT",300.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","GLN0332 GLN0","ALNT",31.8000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HAM0331","WNET",0.0000,5.5000,7.1000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY5","GENE",250.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1101 PTA1","CNIR",9.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1101 PTA2","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1101 PTA3","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWA1102 WAA0","TODD",16.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWB0331 MAH0","CNIR",33.9300,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ISL0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ISL0661","SZRO",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","JRD1101 JRD0","TGTL",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0111","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0111 TAM0","TAOM",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0112 ONU0","SKOG",40.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW0113","SKOG",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KIN0112 KIN0","CNIR",31.6000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KOE1101 NGB0","NGAG",17.5000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KPA1101 KPI1","TODD",4.1667,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LTN0331 TWF0","CNIR",29.6500,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","LTN2201 TUR0","MRPL",101.6000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MAN2201 MAN0","MERI",406.0000,62.0000,112.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MAT1101 ANI0","PUNZ",23.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MAT1101 MAT0","CNIR",38.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MKE1101 MKE1","TGTL",13.5567,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MPE1101","NTHP",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","MTI2201 MTI0","MRPL",158.4466,15.0000,23.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NAP2202 NTM0","MRPL",63.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NMA0331 WHL0","MERI",18.5400,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NSY0331 PAE0","CNIR",11.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OHA2201 OHA0","MERI",158.2180,5.2390,6.9850 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OHB2201 OHB0","MERI",150.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OHC2201 OHC0","MERI",171.5400,0.0117,7.5740 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OHK2201 OHK0","MRPL",69.0000,2.0000,4.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","OKI2201 OKI0","CTCT",39.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PEN0331","VCTR",0.0000,0.0000,13.8500 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","PPI2201 PPI0","CTCT",34.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROT1101 WHE0","CNIR",25.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROX1101 ROX0","CTCT",40.0100,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","ROX2201 ROX0","CTCT",120.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","RPO2201 RPO0","GENE",92.0000,28.0000,28.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD0331","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD2201 SFD21","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","STK0661 COB0","CNIR",1.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TGA0331 KMI0","CNIR",22.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","THI2201 THI1","CTCT",79.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","THI2201 THI2","CTCT",83.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKA0111 TKA1","GENE",23.0000,0.0010,0.0010 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKB2201 TKB1","GENE",146.0000,0.0010,0.0010 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TKU2201 TKU0","GENE",141.0000,0.0000,23.8673 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TUI1101 KTW0","GENE",18.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TUI1101 PRI0","GENE",39.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TUI1101 TUI0","GENE",40.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWC2201 NZW0","NZWF",25.6300,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWC2201 TWF0","CNIR",64.1100,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWH0331 TRC1","CTCT",30.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","TWH0331 TUK0","MERI",2.1000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WDV1101 TAP0","MERI",67.4000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WGN0331","ERGY",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WHI2201 WHI0","CTCT",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WIL0331","MERI",0.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WIL0331 MCK0","MERI",53.4700,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WKM2201 MOK0","TUAR",76.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WKM2201 WKM0","MRPL",84.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WPA2201 WPA0","MRPL",33.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WRK0331 RKA0","MRPL",34.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WRK0331 TAA0","CTCT",13.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WRK2201 WRK0","CTCT",102.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WTK0111 WTK0","MERI",75.0000,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WVY1101 WPP0","GENE",48.6600,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WWD1102 WWD0","MERI",61.9300,0.0000,0.0000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","WWD1103 WWD0","MERI",61.7400,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ARA2201 ARA0","MRPL",73.0492,3.0000,6.9508 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ARG1101 BRR0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ARI1101 ARI0","MRPL",79.0000,1.0000,2.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ARI1102 ARI0","MRPL",111.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ASB0661 HBK0","CNIR",22.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ATI2201 ATI0","MRPL",72.0000,2.0000,2.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","AVI2201 AVI0","MERI",74.7034,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","BEN2202 BEN0","MERI",64.9627,14.8050,19.7400 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","BOB1101","CNTP",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","BPE0331 TWF0","CNIR",22.1300,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","BWK1101 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","COL0661 COL0","CNIR",11.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","CPK0331","VWEN",0.0000,0.0000,6.0690 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","CYD0331","CTCT",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","CYD2201 CYD0","CTCT",300.0000,33.0040,33.0040 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","GLN0332 GLN0","ALNT",22.7000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HAM0331","WNET",0.0000,5.2000,8.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HLY2201 HLY1","GENE",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HLY2201 HLY2","GENE",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HLY2201 HLY4","GENE",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HLY2201 HLY5","GENE",301.7510,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HLY2201 HLY6","GENE",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HWA1101 PTA1","CNIR",11.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HWA1101 PTA2","CNIR",11.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HWA1101 PTA3","CNIR",11.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HWA1102 WAA0","TODD",10.9400,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HWB0331 MAH0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","HWB0331 WPI0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ISL0331","ERGY",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","JRD1101 JRD0","TGTL",33.2433,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KAW0111","SKOG",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KAW0111 TAM0","TAOM",24.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KAW0112 ONU0","SKOG",34.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KAW0113","SKOG",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KAW1101 KAG0","MRPL",107.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KIN0112 KIN0","CNIR",34.5000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KOE1101 NGB0","NGAG",33.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KPA1101 KPI1","TODD",1.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KPO1101 KPO0","MRPL",64.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","KUM0661 KUM0","CNIR",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","LTN0331 TWF0","CNIR",24.7000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","LTN2201 TUR0","MRPL",83.2000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","MAN2201 MAN0","MERI",495.0802,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","MAT1101 ANI0","PUNZ",23.8000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","MAT1101 MAT0","CNIR",78.0000,2.0000,2.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","MHO0331 MHO0","KING",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","MKE1101 MKE1","TGTL",33.3333,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","MPE1101","NTHP",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","MTI2201 MTI0","MRPL",352.0000,3.0000,3.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","NAP2201 NAP0","NAPJ",140.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","NAP2202 NTM0","MRPL",85.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","NMA0331 WHL0","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","NSY0331 PAE0","CNIR",3.5600,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","OHA2201 OHA0","MERI",189.8000,6.6230,8.8320 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","OHB2201 OHB0","MERI",143.7140,4.2860,5.7140 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","OHC2201 OHC0","MERI",143.7140,4.2860,5.7140 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","OHK2201 OHK0","MRPL",79.0000,1.0000,1.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","OKI2201 OKI0","CTCT",34.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","PEN0331","VCTR",0.0000,0.0000,25.5000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","PPI2201 PPI0","CTCT",35.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ROT1101 WHE0","CNIR",14.0000,2.1000,3.9000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ROX1101 ROX0","CTCT",39.0467,1.9533,1.9533 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","ROX2201 ROX0","CTCT",194.2829,9.7171,9.7171 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","RPO2201 RPO0","GENE",106.0000,14.0000,14.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","SFD0331","CTCT",0.0000,11.8770,9.3530 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","SFD2201 SFD21","CTCT",102.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","SFD2201 SFD22","CTCT",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","SFD2201 SPL0","CTCT",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","STK0661 COB0","CNIR",0.8000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TGA0331 KMI0","CNIR",14.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","THI2201 THI1","CTCT",78.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","THI2201 THI2","CTCT",81.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TKA0111 TKA1","GENE",7.6428,0.0010,0.0010 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TKB2201 TKB1","GENE",74.9700,0.0010,0.0010 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TKU2201 TKU0","GENE",240.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TUI1101 KTW0","GENE",32.5000,0.0020,1.5000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TUI1101 PRI0","GENE",43.9970,0.0020,0.0030 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TUI1101 TUI0","GENE",57.4000,0.1010,2.6000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TWC2201 NZW0","NZWF",16.4600,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TWC2201 TWF0","CNIR",54.0900,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TWH0331 TRC1","CTCT",15.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","TWH0331 TUK0","MERI",2.3000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WDV1101 TAP0","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WGN0331","ERGY",0.0000,83.5493,110.0420 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WHI2201 WHI0","CTCT",25.0000,0.0000,30.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WIL0331","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WIL0331 MCK0","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WKM2201 MOK0","TUAR",88.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WKM2201 WKM0","MRPL",124.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WPA2201 WPA0","MRPL",54.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WRK0331 RKA0","MRPL",27.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WRK0331 TAA0","CTCT",26.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WRK2201 WRK0","CTCT",133.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WTK0111 WTK0","MERI",21.4455,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WVY1101 WPP0","GENE",32.4900,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WWD1102 WWD0","MERI",0.0000,0.0000,0.0000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","WWD1103 WWD0","MERI",1.0000,0.0000,0.0000 diff --git a/Output/Run_All_Cases/Run_All_Cases_ReserveResults_TP.csv b/Output/Run_All_Cases/Run_All_Cases_ReserveResults_TP.csv new file mode 100644 index 0000000..843bd99 --- /dev/null +++ b/Output/Run_All_Cases/Run_All_Cases_ReserveResults_TP.csv @@ -0,0 +1,39 @@ +"DateTime","RunTime","Island","FIR Reqd (MW)","SIR Reqd (MW)","FIR Price ($/MW)","SIR Price ($/MW)","FIR Violation (MW)","SIR Violation (MW)" +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","NI",181.783,341.200,1.010,10.290,0.000,0.000 +"02-AUG-2022 15:30","02-AUG-2022 15:33:12","SI",176.003,246.200,0.780,9.939,0.000,0.000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","NI",193.093,341.200,1.621,11.000,0.000,0.000 +"02-AUG-2022 16:00","02-AUG-2022 15:33:12","SI",177.456,246.200,1.219,10.340,0.000,0.000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","NI",187.074,341.200,1.010,4.010,0.000,0.000 +"02-AUG-2022 16:30","02-AUG-2022 15:33:12","SI",171.287,246.200,0.760,3.769,0.000,0.000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","NI",182.496,340.502,1.010,7.624,0.000,0.000 +"02-AUG-2022 17:00","02-AUG-2022 15:33:12","SI",168.082,244.600,0.780,7.364,0.000,0.000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","NI",197.868,367.537,1.040,8.600,0.000,0.000 +"02-AUG-2022 17:30","02-AUG-2022 15:33:12","SI",159.147,243.000,0.804,8.306,0.000,0.000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","NI",236.087,398.948,4.500,170.998,0.000,0.000 +"02-AUG-2022 18:00","02-AUG-2022 15:33:12","SI",155.997,241.400,3.477,165.167,0.000,0.000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","NI",270.445,419.500,4.500,171.155,0.000,0.000 +"02-AUG-2022 18:30","02-AUG-2022 15:33:12","SI",155.327,239.500,3.477,165.319,0.000,0.000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","NI",219.542,384.510,4.500,13.669,0.000,0.000 +"02-AUG-2022 19:00","02-AUG-2022 15:33:12","SI",157.012,233.000,3.477,13.203,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","NI",131.489,261.000,0.013,0.060,0.000,0.000 +"10-OCT-2022 12:30","10-OCT-2022 12:33:14","SI",71.889,136.000,0.010,0.056,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","NI",112.468,261.000,0.010,0.060,0.000,0.000 +"10-OCT-2022 13:00","10-OCT-2022 12:33:14","SI",62.805,136.000,0.008,0.056,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","NI",46.302,241.000,0.001,0.011,0.000,0.000 +"10-OCT-2022 13:30","10-OCT-2022 12:33:14","SI",60.991,136.000,0.001,0.010,0.000,0.000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","NI",34.294,221.000,0.001,0.011,0.000,0.000 +"10-OCT-2022 14:00","10-OCT-2022 12:33:14","SI",58.879,136.000,0.001,0.010,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","NI",26.097,221.000,0.001,0.010,0.000,0.000 +"10-OCT-2022 14:30","10-OCT-2022 12:33:14","SI",59.521,136.000,0.001,0.009,0.000,0.000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","NI",52.368,241.000,0.001,0.011,0.000,0.000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14","SI",61.798,136.000,0.001,0.010,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","NI",50.440,241.000,0.001,0.011,0.000,0.000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14","SI",60.759,136.000,0.001,0.010,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","NI",78.831,256.000,0.010,0.011,0.000,0.000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14","SI",61.154,136.000,0.007,0.010,0.000,0.000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","NI",198.091,327.751,4.500,2216.639,0.000,0.000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05","SI",84.676,136.000,800003.572,508489.604,10.000,0.000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","NI",131.575,261.000,0.013,0.060,0.000,0.000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02","SI",71.849,136.000,0.010,0.056,0.000,0.000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","NI",198.091,312.789,4.500,3000.000,0.000,0.000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06","SI",84.676,136.000,800003.572,508381.619,10.000,0.000 diff --git a/Output/Run_All_Cases/Run_All_Cases_RiskResults_TP.csv b/Output/Run_All_Cases/Run_All_Cases_RiskResults_TP.csv new file mode 100644 index 0000000..9a3380d --- /dev/null +++ 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12:33:14",1.00000,574512812.47278,1735.37222,574514547.84500,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:00","10-OCT-2022 12:33:14",1.00000,574535412.08660,1404.56640,574536816.65300,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 15:30","10-OCT-2022 12:33:14",1.00000,574550338.76066,1642.27634,574551981.03700,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"10-OCT-2022 16:00","10-OCT-2022 12:33:14",1.00000,574547989.36230,2091.69269,574550081.05500,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:05",1.00000,-19869351.03882,316137.49648,0.00000,19553213.54234,0.00000,0.00000,10.00000,0.00000,0.00000,0.00000,17.77417,0.00000,0.00000,0.00000 +"10-OCT-2022 12:50","10-OCT-2022 12:49:02",1.00000,-15496.78320,15496.59507,0.00000,0.18813,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 +"02-SEP-2022 15:35","02-SEP-2022 15:34:06",1.00000,-19887871.51589,334657.96334,0.00000,19553213.55255,0.00000,0.00000,10.00000,0.00000,0.00000,0.00000,17.77417,0.00000,0.00000,0.00000 diff --git a/Override/emptyoverride.txt b/Override/emptyoverride.txt new file mode 100644 index 0000000..e69de29 diff --git a/Clean_up.bat b/Programs/Clean_up.bat similarity index 100% rename from Clean_up.bat rename to Programs/Clean_up.bat diff --git a/DWmode/DWHreportSetup.gms b/Programs/DWmode/DWHreportSetup.gms similarity index 100% rename from DWmode/DWHreportSetup.gms rename to Programs/DWmode/DWHreportSetup.gms diff --git a/DWmode/vSPDSolveDWH_3.gms b/Programs/DWmode/vSPDSolveDWH_3.gms similarity index 100% rename from DWmode/vSPDSolveDWH_3.gms rename to Programs/DWmode/vSPDSolveDWH_3.gms diff --git a/DWmode/vSPDSolveDWH_4.gms b/Programs/DWmode/vSPDSolveDWH_4.gms similarity index 100% rename from DWmode/vSPDSolveDWH_4.gms rename to Programs/DWmode/vSPDSolveDWH_4.gms diff --git a/Programs/cplex.opt b/Programs/cplex.opt new file mode 100644 index 0000000..3fca817 --- /dev/null +++ b/Programs/cplex.opt @@ -0,0 +1,4 @@ +epint = 1e-9 +epopt = 1e-9 +sos1reform = -1 +sos2reform = -1 diff --git a/Programs/lst/PRSS_202208021530_21302022080330347_20220802153312.lst b/Programs/lst/PRSS_202208021530_21302022080330347_20220802153312.lst new file mode 100644 index 0000000..c65b15d --- /dev/null +++ b/Programs/lst/PRSS_202208021530_21302022080330347_20220802153312.lst @@ -0,0 +1,4547 @@ +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 3 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +C o m p i l a t i o n + + + *===================================================================================== + Name: vSPDsolve.gms + Function: Establish base case and override data, prepare data, and + solve the model + Developed by: Electricity Authority, New Zealand + Source: https://github.com/ElectricityAuthority/vSPD + http://www.emi.ea.govt.nz/Tools/vSPD + Contact: Forum: http://www.emi.ea.govt.nz/forum/ + Email: emi@ea.govt.nz + Created on: 1st November 2022 for Real Time Pricing + + *===================================================================================== + + Directory of code sections in vSPDsolve.gms: + 1. Declare symbols and initialise some of them + 2. Load data from GDX file f + 3. Manage model and data compatability + 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + 5. Initialise constraint violation penalties (CVPs) + 6. The vSPD solve loop + a) Reset all sets, parameters and variables before proceeding with the next study trade period + b) Initialise current trade period and model data for the current trade period + c) Additional pre-processing on parameters and variables before model solve + d) Solve the model + e) Check if the LP results are valid + f) Resolve the model if required + g) Check for disconnected nodes and adjust prices accordingly + h) Collect and store results from the current model solve in the output (o_xxx) parameters + i) End of the solve vSPD loop + 7. vSPD scarcity pricing post-processing + 8. Write results to CSV report files and GDX files +2101 +2102 *===================================================================================== +2103 * 0. Initial setup +2104 *===================================================================================== +2105 +2106 * Include paths, settings and case name files +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc +2108 *+++ vSPD settings +++ +2111 +2112 *+++ Paths +++ +2114 +2119 +2121 +2122 +2123 *+++ Model +++ +2124 Scalar sequentialSolve / 1 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 +2125 Scalar disconnectedNodePriceCorrection / 1 / ; +2126 Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise +2127 +2128 +2129 *+++ Network +++ +2130 Scalar useACLossModel / 1 / ; +2131 Scalar useHVDCLossModel / 1 / ; +2132 Scalar useACBranchLimits / 1 / ; +2133 Scalar useHVDCBranchLimits / 1 / ; +2134 Scalar resolveCircularBranchFlows / 1 / ; +2135 Scalar resolveHVDCNonPhysicalLosses / 1 / ; +2136 Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development +2137 Scalar circularBranchFlowTolerance / 0.0001 / ; +2138 Scalar nonPhysicalLossTolerance / 1e-6 / ; +2139 Scalar useBranchFlowMIPTolerance / 1e-6 / ; +2140 +2141 +2142 *+++ Constraints +++ +2143 Scalar useReserveModel / 1 / ; +2144 Scalar suppressMixedConstraint / 0 / ; ! No longer used since Mixed MIP Constraints no longer exists +2145 Scalar mixedMIPtolerance / 1e-6 / ; +2146 +2147 +2148 *+++ Solver +++ +2149 Scalar LPtimeLimit / 3600 / ; +2150 Scalar LPiterationLimit / 2000000000 / ; +2151 Scalar MIPtimeLimit / 3600 / ; +2152 Scalar MIPiterationLimit / 2000000000 / ; +2153 Scalar MIPoptimality / 0 / ; +2156 +2157 +2158 *+++ Various switches +++ +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc +2162 +2163 * Update the ProgressReport.txt file +2164 File rep "Write to a report" /"ProgressReport.txt"/; rep.lw = 0; rep.ap = 1; +2165 putclose rep / 'Case "PRSS_202208021530_21302022080330347_20220802153312" started at: ' system.date " " system.time /; +2166 +2167 if(sequentialSolve, +2168 putclose rep 'Vectorisation is switched OFF' /; +2169 else +2170 putclose rep 'Vectorisation is switched ON' /; +2171 ) ; +2172 +2173 * Set the solver for the LP and MIP +2174 option lp = Cplex ; +2175 option mip = Cplex ; +2176 +2177 * Set profile status +2178 option profile = 0 ; +2179 +2180 * Set the solution print status in the lst file +2181 option solprint = off; +2182 +2183 * Set the column (variable) and row (equation) listing in the lst file +2184 option limcol = 0 ; +2185 option limrow = 0 ; +2186 +2187 * Declare a temporary file +2188 File temp ; +2189 +2190 * Allow empty data set declaration +2192 +2193 *===================================================================================== +2194 * 1. Declare symbols and initialise some of them +2195 *===================================================================================== +2196 +2197 Sets +2198 unsolvedDT(dt) 'Set of datetime that are not solved yet' +2199 SOS1_solve(dt) 'Flag period that is resolved using SOS1' +2200 +2201 * Unmmaped bus defificit temporary sets +2202 unmappedDeficitBus(dt,b) 'List of buses that have deficit generation (price) and are not mapped to any pnode - revisit' +2203 changedDeficitBus(dt,b) 'List of buses that have deficit generation added from unmapped deficit bus - revisit' +2204 ; +2205 +2206 Parameters +2207 * Flag to apply corresponding vSPD model +2208 VSPDModel(dt) '0=VSPD, 1=vSPD_BranchFlowMIP, 2=VSPD (last solve)' +2209 +2210 * MIP logic +2211 circularBranchFlowExist(dt,br) 'Flag to indicate if circulating branch flows exist on each branch: 1 = Yes' +2212 poleCircularBranchFlowExist(dt,pole) 'Flag to indicate if circulating branch flows exist on each an HVDC pole: 1 = Yes' +2213 +2214 * Calculated parameter used to check if non-physical loss occurs on HVDC +2215 northHVDC(dt) 'HVDC MW sent from from SI to NI' +2216 southHVDC(dt) 'HVDC MW sent from from NI to SI' +2217 nonPhysicalLossExist(dt,br) 'Flag to indicate if non-physical losses exist on branch (applied to HVDC only): 1 = Yes' +2218 manualBranchSegmentMWFlow(dt,br,los,fd) 'Manual calculation of the branch loss segment MW flow --> used to manually calculate hvdc branch losses' +2219 manualLossCalculation(dt,br) 'MW losses calculated manually from the solution for each loss branch' +2220 +2221 * Calculated parameter used to check if circular branch flow exists on each HVDC pole +2222 TotalHVDCpoleFlow(dt,pole) 'Total flow on an HVDC pole' +2223 MaxHVDCpoleFlow(dt,pole) 'Maximum flow on an HVDC pole' +2224 +2225 * Disconnected bus post-processing +2226 busGeneration(dt,b) 'MW generation at each bus for the study trade periods' +2227 busLoad(dt,b) 'MW load at each bus for the study trade periods' +2228 busPrice(dt,b) '$/MW price at each bus for the study trade periods' +2229 busDisconnected(dt,b) 'Indication if bus is disconnected or not (1 = Yes) for the study trade periods' +2230 * Unmmaped bus defificit temporary parameters +2231 temp_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2232 * TN - Replacing invalid prices after SOS1 +2233 busSOSinvalid(dt,b) 'Buses with invalid bus prices after SOS1 solve' +2234 numberofbusSOSinvalid(dt) 'Number of buses with invalid bus prices after SOS1 solve --> used to check if invalid prices can be improved (numberofbusSOSinvalid reduces after each iteration)' +2235 * System loss calculated by SPD for RTD run +2236 SPDLoadCalcLosses(dt,isl) 'Island losses calculated by SPD in the first solve to adjust demand' +2237 ; +2238 +2239 Parameters +2240 * Dispatch results for reporting - Trade period level - Island output +2241 o_islandGen_TP(dt,isl) 'Island MW generation for the different time periods' +2242 o_islandLoad_TP(dt,isl) 'Island MW fixed load for the different time periods' +2243 o_islandClrBid_TP(dt,isl) 'Island cleared MW bid for the different time periods' +2244 o_islandBranchLoss_TP(dt,isl) 'Intra-island branch losses for the different time periods (MW)' +2245 o_islandRefPrice_TP(dt,isl) 'Reference prices in each island ($/MWh)' +2246 +2247 o_HVDCflow_TP(dt,isl) 'HVDC flow from each island (MW)' +2248 o_HVDCloss_TP(dt,isl) 'HVDC losses (MW)' +2249 o_HVDCpoleFixedLoss_TP(dt,isl) 'Fixed loss on inter-island HVDC (MW)' +2250 o_HVDCreceived(dt,isl) 'Energy Recevied from HVDC into an island' +2251 o_HVDCRiskSubtractor(dt,isl,resC,riskC) 'OutPut HVDC risk subtractor' +2252 +2253 o_busGeneration_TP(dt,b) 'Output MW generation at each bus for the different time periods' +2254 o_busLoad_TP(dt,b) 'Output MW load at each bus for the different time periods' +2255 o_busPrice_TP(dt,b) 'Output $/MW price at each bus for the different time periods' +2256 o_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2257 o_busSurplus_TP(dt,b) 'Bus surplus violation for each trade period' +2258 +2259 o_branchFromBusPrice_TP(dt,br) 'Output from bus price ($/MW) for branch reporting' +2260 o_branchToBusPrice_TP(dt,br) 'Output to bus price ($/MW) for branch reporting' +2261 o_branchMarginalPrice_TP(dt,br) 'Output marginal branch constraint price ($/MW) for branch reporting' +2262 o_branchFlow_TP(dt,br) 'Output MW flow on each branch for the different time periods' +2263 o_branchDynamicLoss_TP(dt,br) 'Output MW dynamic loss on each branch for the different time periods' +2264 o_branchTotalLoss_TP(dt,br) 'Output MW total loss on each branch for the different time periods' +2265 o_branchFixedLoss_TP(dt,br) 'Output MW fixed loss on each branch for the different time periods' +2266 o_branchTotalRentals_TP(dt,br) 'Output $ rentals on transmission branches using total (dynamic + fixed) for the different time periods' +2267 o_branchCapacity_TP(dt,br) 'Output MW branch capacity for branch reporting' +2268 +2269 o_ACbranchTotalRentals(dt) 'FTR rental - Total AC rental by trading period' +2270 o_ACbranchLossMW(dt,br,los) 'FTR rental - MW element of the loss segment curve in MW' +2271 o_ACbranchLossFactor(dt,br,los) 'FTR rental Loss factor element of the loss segment curve applied to' +2272 +2273 o_offerEnergy_TP(dt,o) 'Output MW cleared for each energy offer for each trade period' +2274 o_offerRes_TP(dt,o,resC) 'Output MW cleared for each reserve offer for each trade period' +2275 o_offerFIR_TP(dt,o) 'Output MW cleared for FIR for each trade period' +2276 o_offerSIR_TP(dt,o) 'Output MW cleared for SIR for each trade period' +2277 +2278 o_groupEnergy_TP(dt,rg,riskC) 'Output MW cleared for risk group for each trade period' +2279 o_groupFKband_TP(dt,rg,riskC) 'Output FK band MW applied for risk group for each trade period' +2280 o_groupRes_TP(dt,rg,resC,riskC) 'Output reserve MW cleared for risk group for each trade period' +2281 +2282 o_bidEnergy_TP(dt,bd) 'Output MW cleared for each energy bid for each trade period' +2283 o_bidTotalMW_TP(dt,bd) 'Output total MW bidded for each energy bid for each trade period' +2284 +2285 o_ReserveReqd_TP(dt,isl,resC) 'Output MW required for each reserve class in each trade period' +2286 o_FIRreqd_TP(dt,isl) 'Output MW required FIR for each trade period' +2287 o_SIRreqd_TP(dt,isl) 'Output MW required SIR for each trade period' +2288 o_ResCleared_TP(dt,isl,resC) 'Reserve cleared from an island for each trade period' +2289 o_FIRcleared_TP(dt,isl) 'Output - total FIR cleared by island' +2290 o_SIRcleared_TP(dt,isl) 'Output - total SIR cleared by island' +2291 o_ResPrice_TP(dt,isl,resC) 'Output $/MW price for each reserve classes for each trade period' +2292 o_FIRprice_TP(dt,isl) 'Output $/MW price for FIR reserve classes for each trade period' +2293 o_SIRprice_TP(dt,isl) 'Output $/MW price for SIR reserve classes for each trade period' +2294 +2295 o_GenRiskPrice_TP(dt,isl,o,resC,riskC) 'Output Gen risk marginal prices' +2296 o_HVDCSecRiskPrice_TP(dt,isl,o,resC,riskC) 'Output HVDC risk marginal prices' +2297 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,riskC) 'Output risk group marginal prices' +2298 o_HVDCRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2299 o_ManualRiskPrice_TP(dt,isl,resC,riskC) 'Output Manual risk marginal prices' +2300 o_HVDCSecManualRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2301 +2302 o_GenRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output Gen risk shortfall' +2303 o_HVDCSecRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output HVDC risk shortfall' +2304 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,riskC) 'Output risk group shortfall' +2305 o_HVDCRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2306 o_ManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output Manual risk shortfall' +2307 o_HVDCSecManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2308 +2309 o_ResViolation_TP(dt,isl,resC) 'Violation MW for each reserve classes for each trade period' +2310 o_FIRviolation_TP(dt,isl) 'Violation MW for FIR reserve classes for each trade period' +2311 o_SIRviolation_TP(dt,isl) 'Violation MW for SIR reserve classes for each trade period' +2312 +2313 o_nodeGeneration_TP(dt,n) 'Ouput MW generation at each node for the different time periods' +2314 o_nodeLoad_TP(dt,n) 'Ouput MW load at each node for the different time periods' +2315 o_nodePrice_TP(dt,n) 'Output $/MW price at each node for the different time periods' +2316 o_nodeDeficit_TP(dt,n) 'Output node deficit violation for each trade period' +2317 o_nodeSurplus_TP(dt,n) 'Output node surplus violation for each trade period' +2318 o_nodeDead_TP(dt,n) 'Define if a Node (Pnode) is dead' +2319 o_nodeDeadPrice_TP(dt,n) 'Flag to check if a dead Node has valid price' +2320 o_nodeDeadPriceFrom_TP(dt,n,n1) 'Flag to show which price node the price of the dead node come from' +2321 * Security constraint data +2322 o_brConstraintSense_TP(dt,brCstr) 'Branch constraint sense for each output report' +2323 o_brConstraintLHS_TP(dt,brCstr) 'Branch constraint LHS for each output report' +2324 o_brConstraintRHS_TP(dt,brCstr) 'Branch constraint RHS for each output report' +2325 o_brConstraintPrice_TP(dt,brCstr) 'Branch constraint price for each output report' +2326 * Mnode constraint data +2327 o_MnodeConstraintSense_TP(dt,MnodeCstr) 'Market node constraint sense for each output report' +2328 o_MnodeConstraintLHS_TP(dt,MnodeCstr) 'Market node constraint LHS for each output report' +2329 o_MnodeConstraintRHS_TP(dt,MnodeCstr) 'Market node constraint RHS for each output report' +2330 o_MnodeConstraintPrice_TP(dt,MnodeCstr) 'Market node constraint price for each output report' +2331 * TradePeriod summary report +2332 o_solveOK_TP(dt) 'Solve status for summary report (1=OK)' +2333 o_systemCost_TP(dt) 'System cost for summary report' +2334 o_systemBenefit_TP(dt) 'System benefit of cleared bids for summary report' +2335 o_ofv_TP(dt) 'Objective function value for summary report' +2336 o_penaltyCost_TP(dt) 'Penalty cost for summary report' +2337 o_defGenViolation_TP(dt) 'Deficit generation violation for summary report' +2338 o_surpGenViolation_TP(dt) 'Surplus generaiton violation for summary report' +2339 o_surpBranchFlow_TP(dt) 'Surplus branch flow violation for summary report' +2340 o_defRampRate_TP(dt) 'Deficit ramp rate violation for summary report' +2341 o_surpRampRate_TP(dt) 'Surplus ramp rate violation for summary report' +2342 o_surpBranchGroupConst_TP(dt) 'Surplus branch group constraint violation for summary report' +2343 o_defBranchGroupConst_TP(dt) 'Deficit branch group constraint violation for summary report' +2344 o_defMnodeConst_TP(dt) 'Deficit market node constraint violation for summary report' +2345 o_surpMnodeConst_TP(dt) 'Surplus market node constraint violation for summary report' +2346 o_defResv_TP(dt) 'Deficit reserve violation for summary report' +2347 +2348 * Factor to prorate the deficit and surplus at the nodal level +2349 totalBusAllocation(dt,b) 'Total allocation of nodes to bus' +2350 busNodeAllocationFactor(dt,b,n) 'Bus to node allocation factor' +2351 +2352 * Audit - extra output declaration +2353 o_lossSegmentBreakPoint(dt,br,los) 'Audit - loss segment MW' +2354 o_lossSegmentFactor(dt,br,los) 'Audit - loss factor of each loss segment' +2355 o_ACbusAngle(dt,b) 'Audit - bus voltage angle' +2356 o_nonPhysicalLoss(dt,br) 'Audit - non physical loss' +2357 +2358 o_ILRO_FIR_TP(dt,o) 'Audit - ILRO FIR offer cleared (MWh)' +2359 o_ILRO_SIR_TP(dt,o) 'Audit - ILRO SIR offer cleared (MWh)' +2360 o_ILbus_FIR_TP(dt,b) 'Audit - ILRO FIR cleared at bus (MWh)' +2361 o_ILbus_SIR_TP(dt,b) 'Audit - ILRO SIR cleared at bus (MWh)' +2362 o_PLRO_FIR_TP(dt,o) 'Audit - PLRO FIR offer cleared (MWh)' +2363 o_PLRO_SIR_TP(dt,o) 'Audit - PLRO SIR offer cleared (MWh)' +2364 o_TWRO_FIR_TP(dt,o) 'Audit - TWRO FIR offer cleared (MWh)' +2365 o_TWRO_SIR_TP(dt,o) 'Audit - TWRO SIR offer cleared (MWh)' +2366 +2367 o_generationRiskLevel(dt,isl,o,resC,riskC) 'Audit - generation risk' +2368 +2369 o_HVDCriskLevel(dt,isl,resC,riskC) 'Audit - DCCE and DCECE risk' +2370 +2371 o_manuRiskLevel(dt,isl,resC,riskC) 'Audit - manual risk' +2372 +2373 o_genHVDCriskLevel(dt,isl,o,resC,riskC) 'Audit - generation + HVDC secondary risk' +2374 +2375 o_manuHVDCriskLevel(dt,isl,resC,riskC) 'Audit - manual + HVDC secondary' +2376 +2377 o_generationRiskGroupLevel(dt,isl,rg,resC,riskC) 'Audit - generation group risk' +2378 +2379 +2380 * TN - output parameters added for NMIR project -------------------------------- +2381 o_FirSent_TP(dt,isl) 'FIR export from an island for each trade period' +2382 o_SirSent_TP(dt,isl) 'SIR export from an island for each trade period' +2383 o_FirReceived_TP(dt,isl) 'FIR received at an island for each trade period' +2384 o_SirReceived_TP(dt,isl) 'SIR received at an island for each trade period' +2385 o_FirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2386 o_SirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2387 o_EffectiveRes_TP(dt,isl,resC,riskC) 'Effective reserve share to an island for each trade period' +2388 o_FirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2389 o_SirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2390 o_FirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2391 o_SirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2392 +2393 o_TotalIslandReserve(dt,isl,resC,riskC) 'Total Reserve cleared in a island including shared Reserve' +2394 * TN - output parameters added for NMIR project end ---------------------------- +2395 ; +2396 +2397 Scalars +2398 modelSolved 'Flag to indicate if the model solved successfully (1 = Yes)' / 0 / +2399 LPmodelSolved 'Flag to indicate if the final LP model (when MIP fails) is solved successfully (1 = Yes)' / 0 / +2400 exitLoop 'Flag to exit solve loop' / 0 / +2401 ; +2402 +2403 +2404 +2405 *===================================================================================== +2406 * 2. Load data from GDX file +2407 *===================================================================================== +2408 +2409 * If input file does not exist then go to the next input file +2411 +2412 * Load trading period to be solved +GDXIN C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx +--- LOAD tp = 1:i_TradePeriod +--- LOAD dt = 2:i_DateTime +--- LOAD dt2tp = 3:i_DateTimeTradePeriod +2417 +2418 * Call the GDX routine and load the input data: +GDXIN C:\vSPD\ElectricityAuthority\Input\PRSS_202208021530_21302022080330347_20220802153312.gdx +2420 * Sets +--- LOAD caseName = 1:caseName +--- LOAD rundt = 3:i_runDateTime +--- LOAD b = 10:i_bus +--- LOAD n = 9:i_node +--- LOAD o = 36:i_Offer +--- LOAD bd = 48:i_bid +--- LOAD trdr = 35:i_Trader +--- LOAD br = 19:i_branch +--- LOAD brCstr = 26:i_branchConstraint +--- LOAD MnodeCstr = 29:i_MnodeConstraint +--- LOAD node = 11:i_dateTimeNode +--- LOAD bus = 12:i_dateTimeBus +--- LOAD node2node = 18:i_dateTimeNodeToNode +--- LOAD offerTrader = 37:i_dateTimeOfferTrader +--- LOAD offerNode = 38:i_dateTimeOfferNode +--- LOAD bidTrader = 49:i_dateTimeBidTrader +--- LOAD bidNode = 50:i_dateTimeBidNode +--- LOAD nodeBus = 14:i_dateTimeNodeBus +--- LOAD busIsland = 16:i_dateTimeBusIsland +--- LOAD branchDefn = 20:i_dateTimeBranchDefn +--- LOAD riskGenerator = 54:i_dateTimeRiskGenerator +--- LOAD primarySecondaryOffer = 47:i_dateTimePrimarySecondaryOffer +--- LOAD dispatchableBid = 52:i_dateTimeDispatchableBid +--- LOAD rg = 73:i_riskGroup +--- LOAD riskGroupOffer = 74:i_dateTimeRiskGroup +2438 +2439 * Parameters +--- LOAD gdxDate = 2:gdxDate +--- MERGE intervalDuration = 7:i_intervalLength +--- LOAD offerParameter = 39:i_dateTimeOfferParameter +--- LOAD energyOffer = 40:i_dateTimeEnergyOffer +--- LOAD fastPLSRoffer = 42:i_dateTimeFastPLSRoffer +--- LOAD sustainedPLSRoffer = 41:i_dateTimeSustainedPLSRoffer +--- LOAD fastTWDRoffer = 44:i_dateTimeFastTWDRoffer +--- LOAD sustainedTWDRoffer = 43:i_dateTimeSustainedTWDRoffer +--- LOAD fastILRoffer = 46:i_dateTimeFastILRoffer +--- LOAD sustainedILRoffer = 45:i_dateTimeSustainedILRoffer +2449 +--- LOAD energyBid = 51:i_dateTimeEnergyBid +--- LOAD nodeDemand = 53:i_dateTimeNodeDemand +2452 +--- LOAD refNode = 13:i_dateTimeReferenceNode +--- LOAD HVDCBranch = 21:i_dateTimeHVDCBranch +--- LOAD branchParameter = 22:i_dateTimeBranchParameter +--- LOAD branchCapacity = 23:i_dateTimeBranchCapacity +--- LOAD branchOpenStatus = 24:i_dateTimeBranchOpenStatus +--- LOAD nodeBusAllocationFactor = 15:i_dateTimeNodeBusAllocationFactor +--- LOAD busElectricalIsland = 17:i_dateTimeBusElectricalIsland +2460 +--- LOAD riskParameter = 55:i_dateTimeRiskParameter +--- LOAD islandMinimumRisk = 56:i_dateTimeManualRisk +--- LOAD HVDCSecRiskEnabled = 57:i_dateTimeHVDCSecRiskEnabled +--- LOAD HVDCSecRiskSubtractor = 58:i_dateTimeHVDCSecRiskSubtractor +--- LOAD reserveMaximumFactor = 59:i_dateTimeReserveMaximumFactor +2466 +--- LOAD branchCstrFactors = 27:i_dateTimeBranchConstraintFactors +--- LOAD branchCstrRHS = 28:i_dateTimeBranchConstraintRHS +--- LOAD mnCstrEnrgFactors = 30:i_dateTimeMNCnstrEnrgFactors +--- LOAD mnCnstrResrvFactors = 31:i_dateTimeMNCnstrResrvFactors +--- LOAD mnCnstrEnrgBidFactors = 32:i_dateTimeMNCnstrEnrgBidFactors +--- LOAD mnCnstrResrvBidFactors = 33:i_dateTimeMNCnstrResrvBidFactors +--- LOAD mnCnstrRHS = 34:i_dateTimeMNCnstrRHS +2474 +2475 * National market for IR effective date 20 Oct 2016 +--- LOAD reserveRoundPower = 60:i_dateTimeReserveRoundPower +--- LOAD reserveShareEnabled = 61:i_dateTimeReserveSharing +--- LOAD modulationRiskClass = 62:i_dateTimeModulationRisk +--- LOAD roundPower2MonoLevel = 63:i_dateTimeRoundPower2Mono +--- LOAD bipole2MonoLevel = 64:i_dateTimeBipole2Mono +--- LOAD MonopoleMinimum = 65:i_dateTimeReserveSharingPoleMin +--- LOAD HVDCControlBand = 66:i_dateTimeHVDCcontrolBand +--- LOAD HVDClossScalingFactor = 67:i_dateTimeHVDClossScalingFactor +--- LOAD sharedNFRFactor = 68:i_dateTimeSharedNFRfactor +--- LOAD sharedNFRLoadOffset = 70:i_dateTimeSharedNFRLoadOffset +--- LOAD effectiveFactor = 69:i_dateTimeReserveEffectiveFactor +--- LOAD RMTReserveLimitTo = 71:i_dateTimeRMTreserveLimit +--- LOAD rampingConstraint = 72:i_dateTimeRampingConstraint +2489 +2490 *Real Time Pricing Project +--- MERGE studyMode = 75:i_studyMode +--- LOAD useGenInitialMW = 76:i_dateTimeUseGenInitialMW +--- LOAD runEnrgShortfallTransfer = 77:i_dateTimeRunEnrgShortfallTransfer +--- LOAD runPriceTransfer = 78:i_dateTimeRunPriceTransfer +--- LOAD replaceSurplusPrice = 79:i_dateTimeReplaceSurplusPrice +--- LOAD rtdIgIncreaseLimit = 80:i_dateTimeRtdIgIncreaseLimit +--- LOAD useActualLoad = 81:i_dateTimeUseActualLoad +--- LOAD dontScaleNegativeLoad = 82:i_dateTimeDontScaleNegativeLoad +--- LOAD inputInitialLoad = 83:i_dateTimeInputInitialLoad +--- LOAD conformingFactor = 84:i_dateTimeConformingFactor +--- LOAD nonConformingLoad = 85:i_dateTimeNonConformingLoad +--- LOAD loadIsOverride = 86:i_dateTimeLoadIsOverride +--- LOAD loadIsBad = 87:i_dateTimeLoadIsBad +--- LOAD loadIsNCL = 88:i_dateTimeLoadIsNCL +--- LOAD maxLoad = 89:i_dateTimeMaxLoad +--- LOAD instructedloadshed = 90:i_dateTimeInstructedLoadShed +--- LOAD instructedshedactive = 91:i_dateTimeInstructedShedActive +--- LOAD islandMWIPS = 92:i_dateTimeIslandMWIPS +--- LOAD islandPDS = 93:i_dateTimeIslandPDS +--- LOAD islandLosses = 94:i_dateTimeIslandLosses +2511 +--- LOAD energyScarcityEnabled = 96:i_dateTimeEnergyScarcityEnabled +--- LOAD reserveScarcityEnabled = 97:i_dateTimeReserveScarcityEnabled +--- LOAD scarcityEnrgNationalFactor = 98:i_dateTimeScarcityEnrgNationalFactor +--- LOAD scarcityEnrgNationalPrice = 99:i_dateTimeScarcityEnrgNationalPrice +--- LOAD scarcityEnrgNodeFactor = 100:i_dateTimeScarcityEnrgNodeFactor +--- LOAD scarcityEnrgNodeFactorPrice = 101:i_dateTimeScarcityEnrgNodeFactorPrice +--- LOAD scarcityEnrgNodeLimit = 102:i_dateTimeScarcityEnrgNodeLimit +--- LOAD scarcityEnrgNodeLimitPrice = 103:i_dateTimeScarcityEnrgNodeLimitPrice +--- LOAD scarcityResrvIslandLimit = 104:i_dateTimeScarcityResrvIslandLimit +--- LOAD scarcityResrvIslandPrice = 105:i_dateTimeScarcityResrvIslandPrice +2523 +2524 *=============================================================================== +2525 * 3. Manage model and data compatability +2526 *=============================================================================== +2527 * This section manages the changes to model flags to ensure backward +2528 * compatibility given changes in the SPD model formulation over time: +2529 * Ex: some data (sets) only starting to exist at certain time and we need to use +2530 * GDX time to check if we can load that data (set) from gdx. +2531 +2532 * Gregorian date of when symbols have been included into the GDX files +2533 Scalars inputGDXGDate 'Gregorian date of input GDX file' ; +2534 inputGDXGDate = jdate(gdxDate('year'),gdxDate('month'),gdxDate('day')); +2535 +2536 * The code below is for example and not currently used + put_utility temp 'gdxin' / '%inputPath%\%GDXname%.gdx' ; + if (inputGDXGDate >= jdate(2022,11,1) or sum[sameas(caseName,testCases),1] , + execute_load + energyScarcityEnabled = i_energyScarcityEnabled + ; + ) ; + $oftext + + + *===================================================================================== + * 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + *===================================================================================== + + $ontext + - At this point, vSPDoverrides.gms is included into vSPDsolve.gms if an override + file defined by the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. + - All override data symbols have the characters 'Ovrd' appended to the original + symbol name. After declaring the override symbols, the override data is + installed and the original symbols are overwritten. + - Note that the Excel interface permits a limited number of input data symbols + to be overridden. The EMI interface will create a GDX file of override values + for all data inputs to be overridden. If operating in standalone mode, + overrides can be installed by any means the user prefers - GDX file, $include + file, hard-coding, etc. But it probably makes sense to mimic the GDX file as + used by EMI. +2564 +2566 +2567 +2568 *=============================================================================== +2569 * 5. Initialise model mapping and inputs +2570 *=============================================================================== +2572 +2573 * Check if NMIR is enabled +2574 UseShareReserve = 1 $ sum[ (dt,resC), reserveShareEnabled(dt,resC)] ; +2575 +2576 * Pre-dispatch schedule is solved sequentially +2577 sequentialSolve $ { (studyMode >= 130) and (studyMode <= 133) } = 1 ; +2578 sequentialSolve $ sum[dt, useGenInitialMW(dt)] = 1; +2579 sequentialSolve $ UseShareReserve = 1; +2580 +2581 +2582 +2583 * Initialise genrating offer parameters ---------------------------------------- +2584 GenerationStart(dt,o) = offerParameter(dt,o,'initialMW') +2585 + sum[ o1 $ primarySecondaryOffer(dt,o,o1) +2586 , offerParameter(dt,o1,'initialMW') ] ; +2587 * if useGenIntitialMW = 1 --> sequential solve like PRSS, NRSS +2588 GenerationStart(dt,o) $ { (useGenInitialMW(dt) = 1) and (ord(dt) > 1) } = 0; +2589 +2590 RampRateUp(dt,o) = offerParameter(dt,o,'rampUpRate') ; +2591 RampRateDn(dt,o) = offerParameter(dt,o,'rampDnRate') ; +2592 ReserveGenerationMaximum(dt,o) = offerParameter(dt,o,'resrvGenMax') ; +2593 WindOffer(dt,o) = offerParameter(dt,o,'isIG') ; +2594 FKband(dt,o) = offerParameter(dt,o,'FKbandMW') ; +2595 PriceResponsive(dt,o) = offerParameter(dt,o,'isPriceResponse') ; +2596 PotentialMW(dt,o) = offerParameter(dt,o,'potentialMW') ; +2597 +2598 * This is based on the 4.6.2.1 calculation + For generators in the PRICERESPONSIVEIG subset, if the PotentialMWg value is + less than ReserveGenerationMaximumg,c then pre-processing sets the + ReserveGenerationMaximumg,c parameter to the PotentialMWg value, otherwise if + the PotentialMWg value is greater than or equal to the + ReserveGenerationMaximumg,c then the ReserveGenerationMaximumg,c + value is unchanged + Tuong note: this does not seems to make saense and be used. +2608 reserveMaximumFactor(dt,o,resC) +2609 $ { windOffer(dt,o) and priceResponsive(dt,o) and( potentialMW(dt,o) > 0) +2610 and (potentialMW(dt,o) < ReserveGenerationMaximum(dt,o)) } +2611 = ReserveGenerationMaximum(dt,o) / potentialMW(dt,o) ; +2612 *------------------------------------------------------------------------------- +2613 +2614 +2615 * Initialise offer limits and prices ------------------------------------------- +2616 +2617 * Initialise energy offer data for the current trade period start +2618 EnrgOfrMW(dt,o,blk) = energyOffer(dt,o,blk,'limitMW') ; +2619 EnrgOfrPrice(dt,o,blk) = energyOffer(dt,o,blk,'price') ; +2620 +2621 * Initialise reserve offer data for the current trade period start +2622 PLRO(resT) $ (ord(resT) = 1) = yes ; +2623 TWRO(resT) $ (ord(resT) = 2) = yes ; +2624 ILRO(resT) $ (ord(resT) = 3) = yes ; +2625 +2626 ResOfrPct(dt,o,blk,resC) +2627 = (fastPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 1 ) +2628 + (sustainedPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 2 ); +2629 +2630 ResOfrMW(dt,o,blk,resC,PLRO) +2631 = fastPLSRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2632 + sustainedPLSRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2633 +2634 ResOfrMW(dt,o,blk,resC,TWRO) +2635 = fastTWDRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2636 + sustainedTWDRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2637 +2638 ResOfrMW(dt,o,blk,resC,ILRO) +2639 = fastILRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2640 + sustainedILRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2641 +2642 ResOfrPrice(dt,o,blk,resC,PLRO) +2643 = fastPLSRoffer(dt,o,blk,'price') $(ord(resC)=1) +2644 + sustainedPLSRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2645 +2646 ResOfrPrice(dt,o,blk,resC,TWRO) +2647 = fastTWDRoffer(dt,o,blk,'price') $(ord(resC)=1) +2648 + sustainedTWDRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2649 +2650 ResOfrPrice(dt,o,blk,resC,ILRO) +2651 = fastILRoffer(dt,o,blk,'price') $(ord(resC)=1) +2652 + sustainedILRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2653 *------------------------------------------------------------------------------- +2654 +2655 +2656 * Define valid offers and valid offer block ------------------------------------ +2657 +2658 * Valid offer must be mapped to a bus with electrical island <> 0 +2659 offer(dt,o) $ sum[ (n,b) $ { offerNode(dt,o,n) and nodeBus(dt,n,b) +2660 }, busElectricalIsland(dt,b) ] = yes ; +2661 +2662 * IL offer with non zero total limit is always valid +2663 offer(dt,o) $ sum[ (blk,resC,ILRO), ResOfrMW(dt,o,blk,resC,ILRO)] = yes ; +2664 +2665 * Valid energy offer blocks are defined as those with a positive block limit +2666 genOfrBlk(dt,o,blk) $ ( EnrgOfrMW(dt,o,blk) > 0 ) = yes ; +2667 +2668 * Define set of positive (valid) energy offers +2669 posEnrgOfr(dt,o) $ sum[ blk $ genOfrBlk(dt,o,blk), 1 ] = yes ; +2670 +2671 * Only reserve offer block with a positive block limit is valid +2672 resOfrBlk(dt,o,blk,resC,resT) $ (ResOfrMW(dt,o,blk,resC,resT) > 0) = yes ; +2673 *------------------------------------------------------------------------------- +2674 +2675 +2676 * Initialise bid limits and prices --------------------------------------------- +2677 +2678 * Valid bid must be mapped to a bus with electrical island <> 0 +2679 bid(dt,bd) $ sum[ (n,b) $ { bidNode(dt,bd,n) and nodeBus(dt,n,b) +2680 }, busElectricalIsland(dt,b) ] = yes ; +2681 * Bid energy data +2682 DemBidMW(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'limitMW') ; +2683 DemBidPrice(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'price') ; +2684 * Valid Demand Bid Block +2685 DemBidBlk(bid,blk) $ ( DemBidMW(bid,blk) <> 0 ) = yes ; +2686 *------------------------------------------------------------------------------- +2687 +2688 +2689 * Initialise mappings to use in later stage ------------------------------------ +2690 +2691 nodeIsland(dt,n,isl) $ sum[ b $ { bus(dt,b) and node(dt,n) +2692 and nodeBus(dt,n,b) and busIsland(dt,b,isl) }, 1 +2693 ] = yes ; +2694 offerIsland(offer(dt,o),isl) +2695 $ sum[ n $ { offerNode(dt,o,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2696 +2697 bidIsland(bid(dt,bd),isl) +2698 $ sum[ n $ { bidNode(dt,bd,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2699 +2700 islandRiskGenerator(dt,isl,o) +2701 $ { offerIsland(dt,o,isl) and riskGenerator(dt,o) } = yes ; +2702 +2703 +2704 * Identification of primary and secondary units +2705 PrimaryOffer(dt,o) = 1 ; +2706 SecondaryOffer(dt,o) = 1 $ sum[ o1 $ primarySecondaryOffer(dt,o1,o), 1 ] ; +2707 PrimaryOffer(dt,o) $ SecondaryOffer(dt,o) = 0 ; +2708 *------------------------------------------------------------------------------- +2709 +2710 +2711 * Initialise demand/bid data --------------------------------------------------- +2712 RequiredLoad(node) = nodeDemand(node) ; +2713 +2714 * 4.9.2 Dispatchable Pnodes + If the Pnode associated with a Dispatchable Demand Bid is not a dead Pnode then + PnodeRequiredLoadpn is set to zero. The Pnode load will be determined by + clearing the Pnode's Dispatchable Demand Bid when the LP Model is solved. +2720 RequiredLoad(node(dt,n)) +2721 $ { Sum[ (bd,blk) $ bidNode(dt,bd,n), DemBidMW(dt,bd,blk) ] > 0 } = 0; +2722 +2723 +2724 +2725 * 4.10 Real Time Pricing - First RTD load calculation +2726 if studyMode = 101 or studyMode = 201 then +2727 +2728 * Calculate first target total load [4.10.6.5] +2729 * Island-level MW load forecast. For the fist loop: +2730 * replace LoadCalcLosses(dt,isl) = islandLosses(dt,isl); +2731 TargetTotalLoad(dt,isl) = islandMWIPS(dt,isl) +2732 + islandPDS(dt,isl) +2733 - islandLosses(dt,isl); +2734 +2735 * Flag if estimate load is scalable [4.10.6.7] +2736 * Binary value. If True then ConformingFactor load MW will be scaled in order +2737 * to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +2738 * assigned directly to EstimatedInitialLoad +2739 EstLoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2740 and (ConformingFactor(dt,n) > 0) } ; +2741 +2742 * Calculate estimate non-scalable load [4.10.6.8] +2743 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for +2744 * a conforming Pnode this will be the ConformingFactor MW input if that value +2745 * is negative, otherwise it will be zero +2746 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 1 ) = NonConformingLoad(dt,n); +2747 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 0 ) = ConformingFactor(dt,n); +2748 EstNonScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = 0; +2749 +2750 * Calculate estimate scalable load [4.10.6.10] +2751 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +2752 * this value will be the ConformingFactor if it is non-negative, otherwise +2753 * this value will be zero' +2754 EstScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = ConformingFactor(dt,n); +2755 +2756 +2757 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +2758 * in order to calculate EstimatedInitialLoad +2759 EstScalingFactor(dt,isl) +2760 = (islandMWIPS(dt,isl) - islandLosses(dt,isl) +2761 - Sum[ n $ nodeIsland(dt,n,isl), EstNonScalableLoad(dt,n) ] +2762 ) / Sum[ n $ nodeIsland(dt,n,isl), EstScalableLoad(dt,n) ] +2763 +2764 ; +2765 +2766 * Calculate estimate initial load [4.10.6.6] +2767 * Calculated estimate of initial MW load, available to be used as an +2768 * alternative to InputInitialLoad +2769 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) +2770 = ConformingFactor(dt,n) * Sum[ isl $ nodeisland(dt,n,isl) +2771 , EstScalingFactor(dt,isl)] ; +2772 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 0 ) +2773 = EstNonScalableLoad(dt,n); +2774 +2775 * Calculate initial load [4.10.6.2] +2776 * Value that represents the Pnode load MW at the start of the solution +2777 * interval. Depending on the inputs this value will be either actual load, +2778 * an operator applied override or an estimated initial load +2779 InitialLoad(dt,n) = InputInitialLoad(dt,n); +2780 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 0) +2781 and ( (useActualLoad(dt) = 0) or (LoadIsBad(dt,n) = 1) ) +2782 } = EstimatedInitialLoad(dt,n) ; +2783 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 1) +2784 and (useActualLoad(dt) = 1) +2785 and (InitialLoad(dt,n) > MaxLoad(dt,n)) +2786 } = MaxLoad(dt,n) ; +2787 +2788 * Flag if load is scalable [4.10.6.4] +2789 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +2790 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +2791 * assigned to RequiredLoad +2792 LoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2793 and (LoadIsOverride(dt,n) = 0) +2794 and (InitialLoad(dt,n) >= 0) } ; +2795 +2796 * Calculate Island-level scaling factor [4.10.6.3] +2797 * --> applied to InitialLoad in order to calculate RequiredLoad +2798 LoadScalingFactor(dt,isl) +2799 = ( TargetTotalLoad(dt,isl) +2800 - Sum[ n $ { nodeIsland(dt,n,isl) +2801 and (LoadIsScalable(dt,n) = 0) }, InitialLoad(dt,n) ] +2802 ) / Sum[ n $ { nodeIsland(dt,n,isl) +2803 and (LoadIsScalable(dt,n) = 1) }, InitialLoad(dt,n) ] +2804 ; +2805 +2806 * Calculate RequiredLoad [4.10.6.1] +2807 RequiredLoad(dt,n) $ LoadIsScalable(dt,n) +2808 = InitialLoad(dt,n) * sum[ isl $ nodeisland(dt,n,isl) +2809 , LoadScalingFactor(dt,isl) ]; +2810 +2811 RequiredLoad(dt,n) $ (LoadIsScalable(dt,n) = 0) = InitialLoad(dt,n); +2812 +2813 RequiredLoad(dt,n) = RequiredLoad(dt,n) +2814 + [instructedloadshed(dt,n) $ instructedshedactive(dt,n)]; +2815 +2816 Endif; +2817 *------------------------------------------------------------------------------- +2818 +2819 +2820 * Initialize energy scarcity limits and prices --------------------------------- +2821 +2822 ScarcityEnrgLimit(dt,n,blk) +2823 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2824 = scarcityEnrgNodeLimit(dt,n,blk); +2825 ScarcityEnrgPrice(dt,n,blk) +2826 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2827 = scarcityEnrgNodeLimitPrice(dt,n,blk) ; +2828 +2829 +2830 ScarcityEnrgLimit(dt,n,blk) +2831 $ { energyScarcityEnabled(dt) +2832 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2833 and scarcityEnrgNodeFactor(dt,n,blk) +2834 and (RequiredLoad(dt,n) > 0) +2835 } +2836 = scarcityEnrgNodeFactor(dt,n,blk) * RequiredLoad(dt,n); +2837 ScarcityEnrgPrice(dt,n,blk) +2838 $ { energyScarcityEnabled(dt) +2839 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2840 and scarcityEnrgNodeFactor(dt,n,blk) +2841 } +2842 = scarcityEnrgNodeFactorPrice(dt,n,blk) ; +2843 +2844 +2845 ScarcityEnrgLimit(dt,n,blk) +2846 $ { energyScarcityEnabled(dt) +2847 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2848 and (RequiredLoad(dt,n) > 0) +2849 } +2850 = scarcityEnrgNationalFactor(dt,blk) * RequiredLoad(dt,n); +2851 ScarcityEnrgPrice(dt,n,blk) +2852 $ { energyScarcityEnabled(dt) +2853 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2854 } +2855 = scarcityEnrgNationalPrice(dt,blk) ; +2856 +2857 +2858 *------------------------------------------------------------------------------- +2859 +2860 +2861 * Initialize AC and DC branches ------------------------------------------------ +2862 +2863 * Branch is defined if there is a defined terminal bus, it has a non-zero +2864 * capacity and is closed for that trade period +2865 * Update the pre-processing code that removes branches which have a limit of zero +2866 * so that it removes a branch if either direction has a limit of zero. +2867 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2868 (not HVDCBranch(dt,br)) and +2869 sum[ fd $ (ord(fd)=1), branchCapacity(dt,br,fd)] and +2870 sum[ fd $ (ord(fd)=2), branchCapacity(dt,br,fd)] and +2871 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2872 branchDefn(dt,br,b,b1) }, 1 ] +2873 } = yes ; +2874 +2875 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2876 (HVDCBranch(dt,br)) and +2877 sum[ fd, branchCapacity(dt,br,fd)] and +2878 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2879 branchDefn(dt,br,b,b1) }, 1 ] +2880 } = yes ; +2881 +2882 +2883 branchBusDefn(branch,b,b1) $ branchDefn(branch,b,b1) = yes ; +2884 branchFrBus(branch,frB) $ sum[ toB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2885 branchToBus(branch,toB) $ sum[ frB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2886 branchBusConnect(branch,b) $ branchFrBus(branch,b) = yes ; +2887 branchBusConnect(branch,b) $ branchToBus(branch,b) = yes ; +2888 +2889 +2890 * HVDC link and AC branch definition +2891 HVDClink(branch) = yes $ HVDCBranch(branch) ; +2892 ACbranch(branch) = yes $ [not HVDCBranch(branch)]; +2893 +2894 +2895 * Determine sending and receiving bus for each branch flow direction +2896 loop (frB,toB) do +2897 ACbranchSendingBus(ACbranch,frB,fd) +2898 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2899 +2900 ACbranchReceivingBus(ACbranch,toB,fd) +2901 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2902 +2903 ACbranchSendingBus(ACbranch,toB,fd) +2904 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2905 +2906 ACbranchReceivingBus(ACbranch,frB,fd) +2907 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2908 endloop; +2909 +2910 HVDClinkSendingBus(HVDClink,frB) +2911 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2912 +2913 HVDClinkReceivingBus(HVDClink,toB) +2914 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2915 +2916 HVDClinkBus(HVDClink,b) $ HVDClinkSendingBus(HVDClink,b) = yes ; +2917 HVDClinkBus(HVDClink,b) $ HVDClinkReceivingBus(HVDClink,b) = yes ; +2918 +2919 * Determine the HVDC inter-island pole in the northward and southward direction +2920 +2921 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 1) and HVDClink(dt,br) } +2922 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 2) +2923 and nodeIsland(dt,n,isl) +2924 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2925 +2926 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 2) and HVDClink(dt,br) } +2927 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 1) +2928 and nodeIsland(dt,n,isl) +2929 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2930 +2931 * Mapping HVDC branch to pole to account for name changes to Pole 3 +2932 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY1.1'), 1] = yes ; +2933 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN1.1'), 1] = yes ; +2934 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY3.1'), 1] = yes ; +2935 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN3.1'), 1] = yes ; +2936 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'BEN_HAY2.1'), 1] = yes ; +2937 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'HAY_BEN2.1'), 1] = yes ; +2938 +2939 * Initialise network data for the current trade period start +2940 branchResistance(branch) = branchParameter(branch,'resistance') ; +2941 branchSusceptance(ACbranch) = -100 * branchParameter(ACbranch,'susceptance'); +2942 branchLossBlocks(branch) = branchParameter(branch,'numLossTranches') ; +2943 +2944 * Ensure fixed losses for no loss AC branches are not included +2945 branchFixedLoss(ACbranch) = branchParameter(ACbranch,'fixedLosses') +2946 $ (branchLossBlocks(ACbranch) > 1) ; +2947 +2948 branchFixedLoss(HVDClink) = branchParameter(HVDClink,'fixedLosses') ; +2949 +2950 * Set resistance and fixed loss to zero if do not want to use the loss model +2951 branchResistance(ACbranch) $ (not useAClossModel) = 0 ; +2952 branchFixedLoss(ACbranch) $ (not useAClossModel) = 0 ; +2953 branchResistance(HVDClink) $ (not useHVDClossModel) = 0 ; +2954 branchFixedLoss(HVDClink) $ (not useHVDClossModel) = 0 ; +2955 +2956 * Initialise loss tranches data for the current trade period start +2957 * The loss factor coefficients assume that the branch capacity is in MW +2958 * and the resistance is in p.u. +2959 +2960 * Loss branches with 0 loss blocks +2961 lossSegmentMW(branch,los,fd) +2962 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2963 = branchCapacity(branch,fd) ; +2964 +2965 LossSegmentFactor(branch,los,fd) +2966 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2967 = 0 ; +2968 +2969 * Loss branches with 1 loss blocks +2970 LossSegmentMW(branch,los,fd) +2971 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2972 = maxFlowSegment ; +2973 +2974 LossSegmentFactor(branch,los,fd) +2975 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2976 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2977 +2978 * Loss branches with 3 loss blocks +2979 loop branch $ (branchLossBlocks(branch) = 3) do +2980 * Segment 1 +2981 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +2982 = lossCoeff_A * branchCapacity(branch,fd) ; +2983 +2984 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +2985 = 0.01 * 0.75 * lossCoeff_A +2986 * branchResistance(branch) * branchCapacity(branch,fd) ; +2987 +2988 * Segment 2 +2989 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +2990 = (1-lossCoeff_A) * branchCapacity(branch,fd) ; +2991 +2992 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +2993 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2994 +2995 * Segment 3 +2996 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +2997 = maxFlowSegment ; +2998 +2999 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3000 = 0.01 * (2 - (0.75*lossCoeff_A)) +3001 * branchResistance(branch) * branchCapacity(branch,fd) ; +3002 endloop; +3003 +3004 * Loss branches with 6 loss blocks +3005 loop branch $ (branchLossBlocks(branch) = 6) do +3006 * Segment 1 +3007 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +3008 = lossCoeff_C * branchCapacity(branch,fd) ; +3009 +3010 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +3011 = 0.01 * 0.75 * lossCoeff_C +3012 * branchResistance(branch) * branchCapacity(branch,fd) ; +3013 +3014 * Segment 2 +3015 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +3016 = lossCoeff_D * branchCapacity(branch,fd) ; +3017 +3018 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +3019 = 0.01 * lossCoeff_E +3020 * branchResistance(branch) * branchCapacity(branch,fd) ; +3021 +3022 * Segment 3 +3023 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +3024 = 0.5 * branchCapacity(branch,fd) ; +3025 +3026 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3027 = 0.01 * lossCoeff_F +3028 * branchResistance(branch) * branchCapacity(branch,fd) ; +3029 +3030 * Segment 4 +3031 LossSegmentMW(branch,los,fd) $ (ord(los) = 4) +3032 = (1 - lossCoeff_D) * branchCapacity(branch,fd) ; +3033 +3034 LossSegmentFactor(branch,los,fd) $ (ord(los) = 4) +3035 = 0.01 * (2 - lossCoeff_F) +3036 * branchResistance(branch) * branchCapacity(branch,fd) ; +3037 +3038 * Segment 5 +3039 LossSegmentMW(branch,los,fd) $ (ord(los) = 5) +3040 = (1 - lossCoeff_C) * branchCapacity(branch,fd) ; +3041 +3042 LossSegmentFactor(branch,los,fd) $ (ord(los) = 5) +3043 = 0.01 * (2 - lossCoeff_E) +3044 * branchResistance(branch) * branchCapacity(branch,fd) ; +3045 +3046 * Segment 6 +3047 LossSegmentMW(branch,los,fd) $ (ord(los) = 6) +3048 = maxFlowSegment ; +3049 +3050 LossSegmentFactor(branch,los,fd) $ (ord(los) = 6) +3051 = 0.01 * (2 - (0.75*lossCoeff_C)) +3052 * branchResistance(branch) * branchCapacity(branch,fd) ; +3053 endloop ; +3054 +3055 * HVDC does not have backward flow --> No loss segment for backward flow +3056 LossSegmentMW(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3057 LossSegmentFactor(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3058 +3059 +3060 * Valid loss segment for a branch is defined as a loss segment that +3061 * has a non-zero LossSegmentMW or a non-zero LossSegmentFactor. +3062 validLossSegment(branch,los,fd) = yes $ { (ord(los) = 1) or +3063 LossSegmentMW(branch,los,fd) or +3064 LossSegmentFactor(branch,los,fd) } ; +3065 +3066 * HVDC loss model requires at least two loss segments and +3067 * an additional loss block due to cumulative loss formulation +3068 validLossSegment(HVDClink,los,fd) +3069 $ { (branchLossBlocks(HVDClink) <= 1) and (ord(los) = 2) } = yes ; +3070 +3071 validLossSegment(HVDClink,los,fd) +3072 $ { (branchLossBlocks(HVDClink) > 1) and +3073 (ord(los) = (branchLossBlocks(HVDClink) + 1)) and +3074 (sum[ los1, LossSegmentMW(HVDClink,los1,fd) +3075 + LossSegmentFactor(HVDClink,los1,fd) ] > 0) +3076 } = yes ; +3077 +3078 * branches that have non-zero loss factors +3079 LossBranch(branch) $ sum[ (los,fd), LossSegmentFactor(branch,los,fd) ] = yes ; +3080 +3081 * Create AC branch loss segments +3082 ACbranchLossMW(ACbranch,los,fd) +3083 $ { validLossSegment(ACbranch,los,fd) and (ord(los) = 1) } +3084 = LossSegmentMW(ACbranch,los,fd) ; +3085 +3086 ACbranchLossMW(ACbranch,los,fd) +3087 $ { validLossSegment(ACbranch,los,fd) and (ord(los) > 1) } +3088 = LossSegmentMW(ACbranch,los,fd) - LossSegmentMW(ACbranch,los-1,fd) ; +3089 +3090 ACbranchLossFactor(ACbranch,los,fd) +3091 $ validLossSegment(ACbranch,los,fd) = LossSegmentFactor(ACbranch,los,fd) ; +3092 +3093 * Create HVDC loss break points +3094 HVDCBreakPointMWFlow(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3095 HVDCBreakPointMWLoss(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3096 +3097 HVDCBreakPointMWFlow(HVDClink,bp,fd) +3098 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) > 1) } +3099 = LossSegmentMW(HVDClink,bp-1,fd) ; +3100 +3101 HVDCBreakPointMWLoss(HVDClink,bp,fd) +3102 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) = 2) } +3103 = LossSegmentMW(HVDClink,bp-1,fd) * LossSegmentFactor(HVDClink,bp-1,fd) ; +3104 +3105 loop (HVDClink(branch),bp) $ (ord(bp) > 2) do +3106 HVDCBreakPointMWLoss(branch,bp,fd) $ validLossSegment(branch,bp,fd) +3107 = LossSegmentFactor(branch,bp-1,fd) +3108 * [ LossSegmentMW(branch,bp-1,fd) - LossSegmentMW(branch,bp-2,fd) ] +3109 + HVDCBreakPointMWLoss(branch,bp-1,fd) ; +3110 endloop ; +3111 *------------------------------------------------------------------------------- +3112 +3113 +3114 * Initialise branch constraint data -------------------------------------------- +3115 branchConstraint(dt,brCstr) +3116 $ sum[ branch(dt,br) $ branchCstrFactors(dt,brCstr,br), 1 ] = yes ; +3117 +3118 branchConstraintSense(branchConstraint) +3119 = branchCstrRHS(branchConstraint,'cnstrSense') ; +3120 +3121 branchConstraintLimit(branchConstraint) +3122 = branchCstrRHS(branchConstraint,'cnstrLimit') ; +3123 *------------------------------------------------------------------------------- +3124 +3125 +3126 * Calculate parameters for NMIR project ---------------------------------------- +3127 islandRiskGroup(dt,isl,rg,riskC) +3128 = yes $ sum[ o $ { offerIsland(dt,o,isl) +3129 and riskGroupOffer(dt,rg,o,riskC) }, 1 ] ; +3130 +3131 modulationRisk(dt) = smax[ riskC, modulationRiskClass(dt,RiskC) ]; +3132 +3133 reserveShareEnabledOverall(dt) = smax[ resC, reserveShareEnabled(dt,resC) ]; +3134 +3135 roPwrZoneExit(dt,resC) +3136 = [ roundPower2MonoLevel(dt) - modulationRisk(dt) ]$(ord(resC)=1) +3137 + bipole2MonoLevel(dt)$(ord(resC)=2) ; +3138 +3139 * National market refinement - effective date 28 Mar 2019 12:00 + SPD pre-processing is changed so that the roundpower settings for FIR are + now the same as for SIR. Specifically: + - The RoundPowerZoneExit for FIR will be set at BipoleToMonopoleTransition + by SPD pre-processing (same as for SIR). A change from the existing where + the RoundPowerZoneExit for FIR is set at RoundPowerToMonopoleTransition + by SPD pre-processing. + - Provided that roundpower is not disabled by the MDB, the InNoReverseZone + for FIR will be removed by SPD pre-processing (same as for SIR). A change + from the existing where the InNoReverseZone for FIR is never removed by + SPD pre-processing. +3152 +3153 if inputGDXGDate >= jdate(2019,03,28) then +3154 roPwrZoneExit(dt,resC) = bipole2MonoLevel(dt) ; +3155 endif ; +3156 +3157 * National market refinement end +3158 +3159 +3160 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.2.1) +3161 sharedNFRLoad(dt,isl) +3162 = sum[ nodeIsland(dt,n,isl), RequiredLoad(dt,n)] +3163 + sum[ (bd,blk) $ bidIsland(dt,bd,isl), DemBidMW(dt,bd,blk) ] +3164 - sharedNFRLoadOffset(dt,isl) ; +3165 +3166 sharedNFRMax(dt,isl) = Min{ RMTReserveLimitTo(dt,isl,'FIR'), +3167 sharedNFRFactor(dt)*sharedNFRLoad(dt,isl) } ; +3168 +3169 * Calculate HVDC constraint sets and HVDC Max Flow - NMIR (4.1.8 - NMIR06) + TN on 22 May 2017: + Usually a branch group constraint that limits the HVDC flow only involves the + HVDC branch(s) in the same direction. However, during TP6 to TP9 of 18 May 2017, + the constraint HAY_BEN_High_Frequency_limit involved all four branches in the + form: HAY_BEN1.1 + HAY_BEN2.1 - BEN_HAY1.1 - BEN_HAY2.1 <= 530 MW + This method of formulating the constraint prevented the previous formulation of + monopoleConstraint and bipoleConstraintfrom working properly. Those constraints + have been reformulated (see below) in order to cope with the formulation + observed on 18 May 2017. +3181 monopoleConstraint(dt,isl,brCstr,br) +3182 $ { HVDClink(dt,br) +3183 and ( not rampingConstraint(dt,brCstr) ) +3184 and ( branchConstraintSense(dt,brCstr) = -1 ) +3185 and (Sum[ (br1,b) $ {HVDClinkSendingBus(dt,br1,b) and busIsland(dt,b,isl)} +3186 , branchCstrFactors(dt,brCstr,br1) ] = 1) +3187 and (Sum[ b $ {HVDClinkSendingBus(dt,br,b) and busIsland(dt,b,isl)} +3188 , branchCstrFactors(dt,brCstr,br) ] = 1) +3189 } = yes ; +3190 +3191 bipoleConstraint(dt,isl,brCstr) +3192 $ { ( not rampingConstraint(dt,brCstr) ) +3193 and ( branchConstraintSense(dt,brCstr) = -1 ) +3194 and (Sum[ (br,b) $ { HVDClink(dt,br) +3195 and HVDClinkSendingBus(dt,br,b) +3196 and busIsland(dt,b,isl) } +3197 , branchCstrFactors(dt,brCstr,br) ] = 2) +3198 } = yes ; +3199 +3200 monoPoleCapacity(dt,isl,br) +3201 = Sum[ (b,fd) $ { BusIsland(dt,b,isl) +3202 and HVDClink(dt,br) +3203 and HVDClinkSendingBus(dt,br,b) +3204 and ( ord(fd) = 1 ) +3205 }, branchCapacity(dt,br,fd) ] ; +3206 +3207 monoPoleCapacity(dt,isl,br) +3208 $ Sum[ brCstr $ monopoleConstraint(dt,isl,brCstr,br), 1] +3209 = Smin[ brCstr $ monopoleConstraint(dt,isl,brCstr,br) +3210 , branchConstraintLimit(dt,brCstr) ]; +3211 +3212 monoPoleCapacity(dt,isl,br) +3213 = Min( monoPoleCapacity(dt,isl,br), +3214 sum[ fd $ ( ord(fd) = 1 ), branchCapacity(dt,br,fd) ] ); +3215 +3216 biPoleCapacity(dt,isl) +3217 $ Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] +3218 = Smin[ brCstr $ bipoleConstraint(dt,isl,brCstr) +3219 , branchConstraintLimit(dt,brCstr) ]; +3220 +3221 biPoleCapacity(dt,isl) +3222 $ { Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] = 0 } +3223 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3224 and HVDClinkSendingBus(dt,br,b) +3225 and ( ord(fd) = 1 ) +3226 }, branchCapacity(dt,br,fd) ] ; +3227 +3228 HVDCMax(dt,isl) +3229 = Min( biPoleCapacity(dt,isl), Sum[ br, monoPoleCapacity(dt,isl,br) ] ) ; +3230 +3231 +3232 * Calculate HVDC HVDC Loss segment applied for NMIR ---------------------------- + * Note: When NMIR started on 20/10/2016, the SOdecided to incorrectly calculate the HVDC loss + * curve for reserve sharing based on the HVDC capacity only (i.e. not based on in-service HVDC poles) + * Tuong Nguyen @ EA discovered this bug and the SO has fixed it as of 22/11/2016. +3238 if inputGDXGDate >= jdate(2016,11,22) then +3239 HVDCCapacity(dt,isl) +3240 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3241 and HVDClinkSendingBus(dt,br,b) +3242 and ( ord(fd) = 1 ) +3243 }, branchCapacity(dt,br,fd) ] ; +3244 +3245 numberOfPoles(dt,isl) +3246 = Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3247 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +3248 +3249 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3250 = Prod[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3251 and HVDClinkSendingBus(dt,br,b) +3252 }, branchResistance(dt,br) ] +3253 / Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3254 and HVDClinkSendingBus(dt,br,b) +3255 }, branchResistance(dt,br) ] ; +3256 +3257 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 1) +3258 = Sum[ br $ monoPoleCapacity(dt,isl,br), branchResistance(dt,br) ] ; +3259 else +3260 HVDCCapacity(dt,isl) +3261 = Sum[ (br,b,b1,fd) $ { (HVDCBranch(dt,br) = 1) +3262 and busIsland(dt,b,isl) +3263 and branchDefn(dt,br,b,b1) +3264 and ( ord(fd) = 1 ) +3265 }, branchCapacity(dt,br,fd) ] ; +3266 +3267 numberOfPoles(dt,isl) +3268 =Sum[ (br,b,b1) $ { (HVDCBranch(dt,br) = 1) +3269 and busIsland(dt,b,isl) +3270 and branchDefn(dt,br,b,b1) +3271 and sum[ fd $ ( ord(fd) = 1 ) +3272 , branchCapacity(dt,br,fd) ] +3273 }, 1 ] ; +3274 +3275 HVDCResistance(dt,isl) +3276 = Sum[ (br,b,b1,brPar) +3277 $ { (HVDCBranch(dt,br) = 1) +3278 and busIsland(dt,b,isl) +3279 and branchDefn(dt,br,b,b1) +3280 and (ord(brPar) = 1) +3281 }, branchParameter(dt,br,brPar) ] ; +3282 +3283 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3284 = Prod[ (br,b,b1,brPar) +3285 $ { (HVDCBranch(dt,br) = 1) +3286 and busIsland(dt,b,isl) +3287 and branchDefn(dt,br,b,b1) +3288 and sum[ fd $ ( ord(fd) = 1 ) +3289 , branchCapacity(dt,br,fd) ] +3290 and (ord(brPar) = 1) +3291 }, branchParameter(dt,br,brPar) +3292 ] / HVDCResistance(dt,isl) ; +3293 endif ; +3294 +3295 * Segment 1 +3296 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 1) +3297 = HVDCCapacity(dt,isl) * lossCoeff_C ; +3298 +3299 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 1) +3300 = 0.01 * 0.75 * lossCoeff_C +3301 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3302 +3303 * Segment 2 +3304 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 2) +3305 = HVDCCapacity(dt,isl) * lossCoeff_D ; +3306 +3307 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 2) +3308 = 0.01 * lossCoeff_E +3309 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3310 +3311 * Segment 3 +3312 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 3) +3313 = HVDCCapacity(dt,isl) * 0.5 ; +3314 +3315 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 3) +3316 = 0.01 * lossCoeff_F +3317 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3318 +3319 * Segment 4 +3320 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 4) +3321 = HVDCCapacity(dt,isl) * (1 - lossCoeff_D) ; +3322 +3323 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 4) +3324 = 0.01 * (2 - lossCoeff_F) +3325 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3326 +3327 * Segment 5 +3328 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 5) +3329 = HVDCCapacity(dt,isl) * (1 - lossCoeff_C) ; +3330 +3331 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 5) +3332 = 0.01 * (2 - lossCoeff_E) +3333 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3334 +3335 * Segment 6 +3336 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 6) +3337 = HVDCCapacity(dt,isl) ; +3338 +3339 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 6) +3340 = 0.01 * (2 - (0.75*lossCoeff_C)) +3341 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3342 +3343 * Parameter for energy lambda loss model +3344 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3345 HVDCSentBreakPointMWLoss(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3346 +3347 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) > 1) +3348 = HVDCLossSegmentMW(dt,isl,bp-1) ; +3349 +3350 loop (dt,isl,bp) $ {(ord(bp) > 1) and (ord(bp) <= 7)} do +3351 HVDCSentBreakPointMWLoss(dt,isl,bp) +3352 = HVDClossScalingFactor(dt) +3353 * HVDCLossSegmentFactor(dt,isl,bp-1) +3354 * [ HVDCLossSegmentMW(dt,isl,bp-1) +3355 - HVDCSentBreakPointMWFlow(dt,isl,bp-1) ] +3356 + HVDCSentBreakPointMWLoss(dt,isl,bp-1) ; +3357 endloop ; +3358 +3359 * Parameter for energy+reserve lambda loss model +3360 +3361 * Ideally SO should use asymmetric loss curve +3362 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3363 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3364 and ( ord(rsbp) + ord(rsbp1) = 8)} +3365 , -HVDCSentBreakPointMWFlow(dt,isl1,rsbp1) ]; +3366 +3367 * SO decide to use symmetric loss curve instead +3368 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3369 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3370 , -HVDCSentBreakPointMWFlow(dt,isl,rsbp1) ]; +3371 +3372 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) +3373 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3374 = HVDCSentBreakPointMWFlow(dt,isl,rsbp-6) ; +3375 +3376 +3377 * Ideally SO should use asymmetric loss curve +3378 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3379 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3380 and ( ord(rsbp) + ord(rsbp1) = 8)} +3381 , HVDCSentBreakPointMWLoss(dt,isl1,rsbp1) ]; +3382 +3383 * SO decide to use symmetric loss curve instead +3384 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3385 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3386 , HVDCSentBreakPointMWLoss(dt,isl,rsbp1) ]; +3387 +3388 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) +3389 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3390 = HVDCSentBreakPointMWLoss(dt,isl,rsbp-6); +3391 +3392 * Parameter for lambda loss model end +3393 +3394 * Initialze parameters for NMIR project end ---------------------------------- +3395 +3396 +3397 * Initialise risk/reserve data for the current trade period start +3398 +3399 GenRisk(riskC) $ (ord(riskC) = 1) = yes ; +3400 HVDCrisk(riskC) $ (ord(riskC) = 2) = yes ; +3401 HVDCrisk(riskC) $ (ord(riskC) = 3) = yes ; +3402 ManualRisk(riskC) $ (ord(riskC) = 4) = yes ; +3403 GenRisk(riskC) $ (ord(riskC) = 5) = yes ; +3404 ManualRisk(riskC) $ (ord(riskC) = 6) = yes ; +3405 HVDCsecRisk(riskC) $ (ord(riskC) = 7) = yes ; +3406 HVDCsecRisk(riskC) $ (ord(riskC) = 8) = yes ; +3407 +3408 * Define the CE and ECE risk class set to support the different CE and ECE CVP +3409 ContingentEvents(riskC) $ (ord(riskC) = 1) = yes ; +3410 ContingentEvents(riskC) $ (ord(riskC) = 2) = yes ; +3411 ExtendedContingentEvent(riskC) $ (ord(riskC) = 3) = yes ; +3412 ContingentEvents(riskC) $ (ord(riskC) = 4) = yes ; +3413 ExtendedContingentEvent(riskC) $ (ord(riskC) = 5) = yes ; +3414 ExtendedContingentEvent(riskC) $ (ord(riskC) = 6) = yes ; +3415 ContingentEvents(riskC) $ (ord(riskC) = 7) = yes ; +3416 ExtendedContingentEvent(riskC) $ (ord(riskC) = 8) = yes ; +3417 +3418 * Risk parameters +3419 FreeReserve(dt,isl,resC,riskC) +3420 = riskParameter(dt,isl,resC,riskC,'freeReserve') +3421 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +3422 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(dt,isl1) +3423 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +3424 and (inputGDXGDate >= jdate(2016,10,20)) } +3425 ; +3426 +3427 IslandRiskAdjustmentFactor(dt,isl,resC,riskC) $ useReserveModel +3428 = riskParameter(dt,isl,resC,riskC,'adjustFactor') ; +3429 +3430 * HVDC rampup max - (6.5.1.2) - SPD version 12 +3431 HVDCpoleRampUp(dt,isl,resC,riskC) +3432 = riskParameter(dt,isl,resC,riskC,'HVDCRampUp') ; +3433 +3434 +3435 +3436 * Initialise market node constraint data for the current trading period +3437 MnodeConstraint(dt,MnodeCstr) +3438 $ { sum[ (offer(dt,o),resT,resC) +3439 $ { mnCstrEnrgFactors(dt,MnodeCstr,o) or +3440 mnCnstrResrvFactors(dt,MnodeCstr,o,resC,resT) +3441 }, 1 +3442 ] +3443 or +3444 sum[ (bid(dt,bd),resC) +3445 $ { mnCnstrEnrgBidFactors(dt,MnodeCstr,bd) or +3446 mnCnstrResrvBidFactors(dt,MnodeCstr,bd,resC) +3447 }, 1 +3448 ] +3449 } = yes ; +3450 +3451 MnodeConstraintSense(MnodeConstraint) +3452 = mnCnstrRHS(MnodeConstraint,'cnstrSense') ; +3453 +3454 MnodeConstraintLimit(MnodeConstraint) +3455 = mnCnstrRHS(MnodeConstraint,'cnstrLimit') ; +3456 +3457 +3458 * Generation Ramp Pre_processing ----------------------------------------------- +3459 +3460 * For PRICERESPONSIVEIG generators, The RTD RampRateUp is capped: (4.7.2.2) +3461 if studyMode = 101 or studyMode = 201 then +3462 RampRateUp(offer(dt,o)) $ { windOffer(offer) and priceResponsive(offer) } +3463 = Min[ RampRateUp(offer), rtdIgIncreaseLimit(dt)*60/intervalDuration ]; +3464 endif; +3465 +3466 * Need to initiate value for this parameters before it is used +3467 o_offerEnergy_TP(dt,o) = 0; +3468 +3469 +3470 * TN - Pivot or demand analysis begin +3473 * TN - Pivot or demand analysis begin end +3474 +3476 *===================================================================================== +3477 * 7. The vSPD solve loop +3478 *===================================================================================== +3479 if (studyMode = 101 or studyMode = 201, +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms +3481 *===================================================================================== +3482 * Name: vSPDsolve_RTP.gms +3483 * Function: First RTD solve to update island loss in order to +3484 * adjust node demand +3485 * A new development for Rea +3486 * Developed by: Electricity Authority, New Zealand +3487 * Source: https://github.com/ElectricityAuthority/vSPD +3488 * http://www.emi.ea.govt.nz/Tools/vSPD +3489 * Contact: Forum: http://www.emi.ea.govt.nz/forum/ +3490 * Email: emi@ea.govt.nz +3491 * Created on: 14 Jan 2022 +3492 +3493 *===================================================================================== +3494 +3495 * 7d. Solve Models First Time For Real Time Pricing +3496 *===================================================================================== +3497 * 7. The vSPD solve loop +3498 *===================================================================================== +3499 put_utility temp 'gdxin' / 'C:\vSPD\ElectricityAuthority\Programs\..\Input\\PRSS_202208021530_21302022080330347_20220802153312.gdx' ; +3500 execute_load SPDLoadCalcLosses = i_dateTimeSPDLoadCalcLosses ; +3501 put_utility temp 'gdxin' ; +3502 +3503 unsolvedDT(dt) = yes; +3504 VSPDModel(dt) = 0 ; +3505 option clear = useBranchFlowMIP ; +3506 +3507 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +3508 exitLoop = 0; +3509 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +3510 +3511 * 7a. Reset all sets, parameters and variables ------------------------------- +3512 option clear = t ; +3513 * Generation variables +3514 option clear = GENERATION ; +3515 option clear = GENERATIONBLOCK ; +3516 option clear = GENERATIONUPDELTA ; +3517 option clear = GENERATIONDNDELTA ; +3518 * Purchase variables +3519 option clear = PURCHASE ; +3520 option clear = PURCHASEBLOCK ; +3521 * Network variables +3522 option clear = ACNODENETINJECTION ; +3523 option clear = ACNODEANGLE ; +3524 option clear = ACBRANCHFLOW ; +3525 option clear = ACBRANCHFLOWDIRECTED ; +3526 option clear = ACBRANCHLOSSESDIRECTED ; +3527 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +3528 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +3529 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +3530 option clear = HVDCLINKFLOW ; +3531 option clear = HVDCLINKLOSSES ; +3532 option clear = LAMBDA ; +3533 option clear = LAMBDAINTEGER ; +3534 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +3535 option clear = HVDCPOLEFLOW_INTEGER ; +3536 * Risk/Reserve variables +3537 option clear = RISKOFFSET ; +3538 option clear = HVDCREC ; +3539 option clear = ISLANDRISK ; +3540 option clear = RESERVEBLOCK ; +3541 option clear = RESERVE ; +3542 option clear = ISLANDRESERVE; +3543 * NMIR variables +3544 option clear = SHAREDNFR ; +3545 option clear = SHAREDRESERVE ; +3546 option clear = HVDCSENT ; +3547 option clear = RESERVESHAREEFFECTIVE ; +3548 option clear = RESERVESHARERECEIVED ; +3549 option clear = RESERVESHARESENT ; +3550 option clear = HVDCSENDING ; +3551 option clear = INZONE ; +3552 option clear = HVDCSENTINSEGMENT ; +3553 option clear = HVDCRESERVESENT ; +3554 option clear = HVDCSENTLOSS ; +3555 option clear = HVDCRESERVELOSS ; +3556 option clear = LAMBDAHVDCENERGY ; +3557 option clear = LAMBDAHVDCRESERVE ; +3558 option clear = RESERVESHAREPENALTY ; +3559 * Objective +3560 option clear = NETBENEFIT ; +3561 * Violation variables +3562 option clear = TOTALPENALTYCOST ; +3563 option clear = DEFICITBUSGENERATION ; +3564 option clear = SURPLUSBUSGENERATION ; +3565 option clear = DEFICITRESERVE_CE ; +3566 option clear = DEFICITRESERVE_ECE ; +3567 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +3568 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +3569 option clear = DEFICITRAMPRATE ; +3570 option clear = SURPLUSRAMPRATE ; +3571 option clear = DEFICITBRANCHFLOW ; +3572 option clear = SURPLUSBRANCHFLOW ; +3573 option clear = DEFICITMNODECONSTRAINT ; +3574 option clear = SURPLUSMNODECONSTRAINT ; +3575 +3576 option clear = SCARCITYCOST; +3577 option clear = ENERGYSCARCITYBLK ; +3578 option clear = ENERGYSCARCITYNODE; +3579 +3580 * Clear the pole circular branch flow flag +3581 option clear = circularBranchFlowExist ; +3582 option clear = poleCircularBranchFlowExist ; +3583 option clear = northHVDC ; +3584 option clear = southHVDC ; +3585 option clear = manualBranchSegmentMWFlow ; +3586 option clear = manualLossCalculation ; +3587 option clear = nonPhysicalLossExist ; +3588 option clear = modelSolved ; +3589 option clear = LPmodelSolved ; +3590 * Disconnected bus post-processing +3591 option clear = busGeneration ; +3592 option clear = busLoad ; +3593 option clear = busDisconnected ; +3594 option clear = busPrice ; +3595 +3596 +3597 * End reset +3598 +3599 +3600 * 7b. Initialise current trade period and model data ------------------------- +3601 t(dt) $ sequentialSolve = yes; +3602 t(dt1) $ (not sequentialSolve) = yes; +3603 +3604 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +3605 generationStart(offer(t(dt),o)) +3606 $ (sum[ o1, generationStart(dt,o1)] = 0) +3607 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +3608 + these are not used anymore + * Calculation of generation upper limits due to ramp rate limits + * Calculation 5.3.1.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeUp(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } + = Min[ intervalDuration , ( generationMaximum(offer) + - generationStart(offer) + ) / rampRateUp(offer) + ] ; + + * Calculation 5.3.1.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndUp(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; + + + * Calculation of generation lower limits due to ramp rate limits + + * Calculation 5.3.2.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeDown(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } + = Min[ intervalDuration, ( generationStart(offer) + - generationMinimum(offer) + ) / rampRateDown(offer) + ] ; + + * Calculation 5.3.2.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndDown(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = Max[ 0, generationStart(offer) + - rampRateDown(offer)*rampTimeDown(offer) ] ; +3644 * Additional pre-processing on parameters end +3645 +3646 +3647 * 7c. Updating the variable bounds before model solve ------------------------ +3648 +3649 * TN - Pivot or Demand Analysis - revise input data +3652 * TN - Pivot or Demand Analysis - revise input data end +3653 +3654 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +3655 +3656 * Offer blocks - Constraint 6.1.1.1 +3657 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +3658 = EnrgOfrMW(genOfrBlk) ; +3659 +3660 GENERATIONBLOCK.fx(t,o,blk) +3661 $ (not genOfrBlk(t,o,blk)) = 0 ; +3662 +3663 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +3664 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +3665 +3666 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +3667 GENERATION.up(offer(t,o)) +3668 $ { windOffer(offer) and priceResponsive(offer) } +3669 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +3670 +3671 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +3672 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3673 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +3674 +3675 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3676 = 0 $ [DemBidMW(t,bd,blk)>0]; +3677 +3678 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +3679 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3680 = 0 $ [DemBidMW(t,bd,blk)<0]; +3681 +3682 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3683 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +3684 +3685 PURCHASEBLOCK.fx(t,bd,blk) +3686 $ (not demBidBlk(t,bd,blk)) +3687 = 0 ; +3688 +3689 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +3690 +3691 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +3692 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +3693 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +3694 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +3695 +3696 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +3697 +3698 +3699 *======= HVDC TRANSMISSION EQUATIONS =========================================== +3700 +3701 * Ensure that variables used to specify flow and losses on HVDC link are +3702 * zero for AC branches and for open HVDC links. +3703 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3704 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3705 +3706 * Apply an upper bound on the weighting parameter based on its definition +3707 LAMBDA.up(branch,bp) = 1 ; +3708 +3709 * Ensure that the weighting factor value is zero for AC branches and for +3710 * invalid loss segments on HVDC links +3711 LAMBDA.fx(HVDClink,bp) +3712 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +3713 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +3714 +3715 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +3716 +3717 +3718 *======= AC TRANSMISSION EQUATIONS ============================================= +3719 +3720 * Ensure that variables used to specify flow and losses on AC branches are +3721 * zero for HVDC links branches and for open AC branches +3722 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +3723 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3724 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3725 +3726 * Ensure directed block flow and loss block variables are zero for +3727 * non-AC branches and invalid loss segments on AC branches +3728 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +3729 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3730 +3731 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +3732 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3733 +3734 +3735 * Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses +3736 * corresponding to the reference nodes and the HVDC nodes are set to zero +3737 ACNODEANGLE.fx(t,b) +3738 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +3739 +3740 *======= AC TRANSMISSION EQUATIONS END ========================================= +3741 +3742 +3743 *======= RISK & RESERVE EQUATIONS ============================================== +3744 +3745 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +3746 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +3747 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +3748 +3749 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +3750 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +3751 = ResOfrMW(resOfrBlk) ; +3752 +3753 * Fix the reserve variable for invalid reserve offers. These are offers that +3754 * are either not connected to the grid or have no reserve quantity offered. +3755 RESERVE.fx(t,o,resC,resT) +3756 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +3757 +3758 * NMIR project variables +3759 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3760 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3761 +3762 * (3.4.2.3) - SPD version 11.0 +3763 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +3764 +3765 * No forward reserve sharing if HVDC capacity is zero +3766 RESERVESHARESENT.fx(t,isl,resC,rd) +3767 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +3768 +3769 * No forward reserve sharing if reserve sharing is disabled +3770 RESERVESHARESENT.fx(t,isl,resC,rd) +3771 $ (reserveShareEnabled(t,resC)=0) = 0; +3772 +3773 * No reserve sharing to cover HVDC risk +3774 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +3775 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +3776 +3777 * (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled +3778 INZONE.fx(t,isl,resC,z) +3779 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +3780 +3781 * (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +3782 INZONE.fx(t,isl,resC,z) +3783 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +3784 +3785 * Fixing Lambda integer variable for energy sent +3786 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +3787 and (ord(bp) = 1) } = 1 ; +3788 +3789 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +3790 +3791 * To be reviewed NMIR +3792 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +3793 $ { (HVDCCapacity(t,isl) = 0) +3794 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +3795 +3796 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +3797 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +3798 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +3799 +3800 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +3801 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +3802 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3803 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +3804 $ (not reserveScarcityEnabled(t)) = 0; +3805 RESERVESHORTFALL.fx(t,isl,resC,riskC) +3806 $ (not reserveScarcityEnabled(t)) = 0; +3807 +3808 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +3809 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3810 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +3811 $ (not reserveScarcityEnabled(t)) = 0; +3812 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +3813 $ (not reserveScarcityEnabled(t)) = 0; +3814 +3815 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +3816 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3817 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +3818 $ (not reserveScarcityEnabled(t)) = 0; +3819 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +3820 $ (not reserveScarcityEnabled(t)) = 0; +3821 ; +3822 +3823 +3824 *======= RISK & RESERVE EQUATIONS END ========================================== +3825 +3826 +3827 * Updating the variable bounds before model solve end +3828 +3829 +3830 * 7d. Solve Models +3831 * Solve the LP model --------------------------------------------------------- +3832 if( (Sum[t, VSPDModel(t)] = 0), +3833 +3834 if( UseShareReserve, +3835 option bratio = 1 ; +3836 vSPD_NMIR.Optfile = 1 ; +3837 vSPD_NMIR.optcr = MIPOptimality ; +3838 vSPD_NMIR.reslim = MIPTimeLimit ; +3839 vSPD_NMIR.iterlim = MIPIterationLimit ; +3840 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3841 * Set the model solve status +3842 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3843 or (vSPD_NMIR.modelstat = 8) ) +3844 and ( vSPD_NMIR.solvestat = 1 ) } ; +3845 else +3846 option bratio = 1 ; +3847 vSPD.reslim = LPTimeLimit ; +3848 vSPD.iterlim = LPIterationLimit ; +3849 solve vSPD using lp maximizing NETBENEFIT ; +3850 * Set the model solve status +3851 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3852 ) +3853 +3854 * Post a progress message to the console and for use by EMI. +3855 if((ModelSolved = 1) and (sequentialSolve = 0), +3856 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 ' +3857 'is 1st solved successfully.'/ +3858 'Objective function value: ' +3859 NETBENEFIT.l:<15:4 / +3860 'Violation Cost : ' +3861 TOTALPENALTYCOST.l:<15:4 / +3862 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +3863 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 ' +3864 'is 1st solved unsuccessfully.'/ +3865 ) ; +3866 +3867 if((ModelSolved = 1) and (sequentialSolve = 1), +3868 loop(t, +3869 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ') ' +3870 'is 1st solved successfully.'/ +3871 'Objective function value: ' +3872 NETBENEFIT.l:<15:4 / +3873 'Violations cost : ' +3874 TOTALPENALTYCOST.l:<15:4 / +3875 ) ; +3876 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +3877 loop(t, +3878 unsolvedDT(t) = no; +3879 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ') ' +3880 'is 1st solved unsuccessfully.'/ +3881 ) ; +3882 +3883 ) ; +3884 * Solve the LP model end ----------------------------------------------------- +3885 +3886 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +3887 elseif (Sum[t, VSPDModel(t)] = 1), +3888 * Fix the values of these integer variables that are not needed +3889 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +3890 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +3891 +3892 * Fix the integer AC branch flow variable to zero for invalid branches +3893 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +3894 $ (not branch(t,br)) = 0 ; +3895 +3896 * Apply an upper bound on the integer weighting parameter +3897 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +3898 +3899 * Ensure that the weighting factor value is zero for AC branches +3900 * and for invalid loss segments on HVDC links +3901 LAMBDAINTEGER.fx(branch(t,br),bp) +3902 $ { ACbranch(branch) +3903 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +3904 } = 0 ; +3905 +3906 * Fix the lambda integer variable to zero for invalid branches +3907 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +3908 +3909 option bratio = 1 ; +3910 vSPD_BranchFlowMIP.Optfile = 1 ; +3911 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +3912 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +3913 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +3914 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +3915 * Set the model solve status +3916 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +3917 (vSPD_BranchFlowMIP.modelstat = 8) +3918 ] +3919 and +3920 [ vSPD_BranchFlowMIP.solvestat = 1 ] +3921 } ; +3922 +3923 * Post a progress message for use by EMI. +3924 if(ModelSolved = 1, +3925 +3926 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +3927 SOS1_solve(t) = yes; +3928 +3929 loop(t, +3930 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ') ' +3931 'is 1st solved successfully for branch integer.'/ +3932 'Objective function value: ' +3933 NETBENEFIT.l:<15:4 / +3934 'Violations cost : ' +3935 TOTALPENALTYCOST.l:<15:4 / +3936 ) ; +3937 else +3938 loop(t, +3939 unsolvedDT(t) = yes; +3940 VSPDModel(t) = 2; +3941 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ') ' +3942 'is 1st solved unsuccessfully for branch integer.'/ +3943 ) ; +3944 ) ; +3945 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +3946 +3947 +3948 +3949 * Solve the LP model and stop ------------------------------------------------ +3950 elseif (Sum[t, VSPDModel(t)] = 2), +3951 +3952 if( UseShareReserve, +3953 option bratio = 1 ; +3954 vSPD_NMIR.Optfile = 1 ; +3955 vSPD_NMIR.optcr = MIPOptimality ; +3956 vSPD_NMIR.reslim = MIPTimeLimit ; +3957 vSPD_NMIR.iterlim = MIPIterationLimit ; +3958 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3959 * Set the model solve status +3960 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3961 or (vSPD_NMIR.modelstat = 8) ) +3962 and ( vSPD_NMIR.solvestat = 1 ) } ; +3963 else +3964 option bratio = 1 ; +3965 vSPD.reslim = LPTimeLimit ; +3966 vSPD.iterlim = LPIterationLimit ; +3967 solve vSPD using lp maximizing NETBENEFIT ; +3968 * Set the model solve status +3969 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3970 ) +3971 +3972 * Post a progress message for use by EMI. +3973 if( ModelSolved = 1, +3974 loop(t, +3975 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ')' +3976 ' integer resolve was unsuccessful.' / +3977 'Reverting back to linear solve and ' +3978 'solve successfully. ' / +3979 'Objective function value: ' +3980 NETBENEFIT.l:<15:4 / +3981 'Violations cost : ' +3982 TOTALPENALTYCOST.l:<15:4 / +3983 'Solution may have circulating flows ' +3984 'and/or non-physical losses.' / +3985 ) ; +3986 else +3987 loop(t, +3988 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl +3989 ') integer solve was unsuccessful. ' +3990 'Reverting back to linear solve. ' +3991 'Linear solve unsuccessful.' / +3992 ) ; +3993 ) ; +3994 +3995 unsolvedDT(t) = no; +3996 +3997 * Solve the LP model and stop end -------------------------------------------- +3998 +3999 ) ; +4000 * Solve the models end +4001 +4002 +4003 +4004 * 6e. Check if the LP results are valid -------------------------------------- +4005 if((ModelSolved = 1), +4006 useBranchFlowMIP(t) = 0 ; +4007 * Check if there is no branch circular flow and non-physical losses +4008 Loop( t $ (VSPDModel(t)=0) , +4009 +4010 * Check if there are circulating branch flows on loss AC branches +4011 circularBranchFlowExist(ACbranch(t,br)) +4012 $ { LossBranch(ACbranch) and +4013 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4014 - abs(ACBRANCHFLOW.l(ACbranch)) +4015 ) > circularBranchFlowTolerance +4016 ] +4017 } = 1 ; +4018 +4019 * Determine the circular branch flow flag on each HVDC pole +4020 TotalHVDCpoleFlow(t,pole) +4021 = sum[ br $ HVDCpoleBranchMap(pole,br) +4022 , HVDCLINKFLOW.l(t,br) ] ; +4023 +4024 MaxHVDCpoleFlow(t,pole) +4025 = smax[ br $ HVDCpoleBranchMap(pole,br) +4026 , HVDCLINKFLOW.l(t,br) ] ; +4027 +4028 poleCircularBranchFlowExist(t,pole) +4029 $ { ( TotalHVDCpoleFlow(t,pole) +4030 - MaxHVDCpoleFlow(t,pole) +4031 ) > circularBranchFlowTolerance +4032 } = 1 ; +4033 +4034 * Check if there are circulating branch flows on HVDC +4035 NorthHVDC(t) +4036 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4037 busIsland(t,b,isl) and +4038 HVDClinkSendingBus(t,br,b) and +4039 HVDClink(t,br) +4040 }, HVDCLINKFLOW.l(t,br) +4041 ] ; +4042 +4043 SouthHVDC(t) +4044 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4045 busIsland(t,b,isl) and +4046 HVDClinkSendingBus(t,br,b) and +4047 HVDClink(t,br) +4048 }, HVDCLINKFLOW.l(t,br) +4049 ] ; +4050 +4051 circularBranchFlowExist(t,br) +4052 $ { HVDClink(t,br) and LossBranch(t,br) and +4053 (NorthHVDC(t) > circularBranchFlowTolerance) and +4054 (SouthHVDC(t) > circularBranchFlowTolerance) +4055 } = 1 ; +4056 +4057 * Check if there are non-physical losses on HVDC links +4058 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4059 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4060 and validLossSegment(t,br,los,fd) } +4061 = Min[ Max( 0, +4062 [ abs(HVDCLINKFLOW.l(HVDClink)) +4063 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4064 ] +4065 ), +4066 ( LossSegmentMW(HVDClink,los,fd) +4067 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4068 ) +4069 ] ; +4070 +4071 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4072 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4073 , LossSegmentFactor(HVDClink,los,fd) +4074 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4075 ] ; +4076 +4077 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4078 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4079 - ManualLossCalculation(HVDClink) +4080 ) > NonPhysicalLossTolerance +4081 } = 1 ; +4082 +4083 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4084 * and non-physical loss branches exceeds the specified tolerance +4085 useBranchFlowMIP(t) +4086 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4087 , resolveCircularBranchFlows +4088 * circularBranchFlowExist(t,br) +4089 ] +4090 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4091 , resolveCircularBranchFlows +4092 * circularBranchFlowExist(t,br) +4093 + resolveHVDCnonPhysicalLosses +4094 * NonPhysicalLossExist(t,br) +4095 ] +4096 + sum[ pole, resolveCircularBranchFlows +4097 * poleCircularBranchFlowExist(t,pole) +4098 ] +4099 ) > UseBranchFlowMIPTolerance +4100 } = 1 ; +4101 +4102 * Check if there is no branch circular flow and non-physical losses end +4103 ); +4104 +4105 * A period is unsolved if MILP model is required +4106 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4107 +4108 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4109 loop( unsolvedDT(t), +4110 if( UseBranchFlowMIP(t) >= 1, +4111 VSPDModel(t) = 1; +4112 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 requires a ' +4113 'vSPD_BranchFlowMIP resolve for period ' +4114 t.tl '. Switching Vectorisation OFF.'/ +4115 ) ; +4116 +4117 ) ; +4118 +4119 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4120 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4121 +4122 * Check if the LP results are valid end +4123 ) ; +4124 +4125 * End of the solve vSPD loop +4126 ] ; +4127 * End of the While loop +4128 ); +4129 +4130 +4131 * Real Time Pricing - Second RTD load calculation +4132 +4133 * Calculate Island-level MW losses used to calculate the Island-level load +4134 * forecast from the InputIPS and the IslandPSD. +4135 * 2nd solve loop --> SystemLosses as calculated in section 8.1' +4136 LoadCalcLosses(t,isl) +4137 = Sum[ (br,frB,toB) +4138 $ { ACbranch(t,br) and busIsland(t,toB,isl) +4139 and branchBusDefn(t,br,frB,toB) +4140 }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] +4141 + branchFixedLoss(t,br) +4142 ] +4143 +4144 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4145 branchBusDefn(t,br,frB,toB) and +4146 ( busIsland(t,toB,isl) or +4147 busIsland(t,frB,isl) +4148 ) +4149 }, 0.5 * branchFixedLoss(t,br) +4150 ] +4151 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4152 branchBusDefn(t,br,frB,toB) and +4153 busIsland(t,toB,isl) and +4154 (not (busIsland(t,frB,isl))) +4155 }, HVDCLINKLOSSES.l(t,br) +4156 ] +4157 ; +4158 +4159 * Check if vSPD LoadCalcLosses = SPD LoadCalcLosses +4160 * if not, let's just use SPD LoadCalcLosses +4161 loop ( (t,isl), +4162 if ( ( SPDLoadCalcLosses(t,isl) > 0 ) +4163 and ( abs( SPDLoadCalcLosses(t,isl)-LoadCalcLosses(t,isl) )>0.001 ) , +4164 +4165 putclose rep 'Recalulated losses for ' isl.tl ' are different ' +4166 'between vSPD (' LoadCalcLosses(t,isl):<7:4 +4167 ') and SPD (' SPDLoadCalcLosses(t,isl):<7:4 +4168 '). We use SPD number instead' / ; +4169 LoadCalcLosses(t,isl) = SPDLoadCalcLosses(t,isl) ; +4170 +4171 ); +4172 ); +4173 +4174 +4175 * Calculate first target total load [4.10.6.5] +4176 * Island-level MW load forecast. For the second loop: +4177 * replace LoadCalcLosses(tp,isl) = islandLosses(tp,isl); +4178 TargetTotalLoad(t,isl) = islandMWIPS(t,isl) +4179 + islandPDS(t,isl) +4180 - LoadCalcLosses(t,isl) ; +4181 +4182 * Flag if estimate load is scalable [4.10.6.7] +4183 * Binary value. If True then ConformingFactor load MW will be scaled in order to +4184 * calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +4185 * assigned directly to EstimatedInitialLoad +4186 EstLoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4187 and (ConformingFactor(t,n) > 0) } ; +4188 +4189 * Calculate estimate non-scalable load 4.10.6.8] +4190 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for a +4191 * conforming Pnode this will be the ConformingFactor MW input if that value is +4192 * negative, otherwise it will be zero +4193 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 1 ) = NonConformingLoad(t,n); +4194 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 0 ) = ConformingFactor(t,n); +4195 EstNonScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = 0; +4196 +4197 * Calculate estimate scalable load [4.10.6.10] +4198 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +4199 * this value will be the ConformingFactor if it is non-negative, otherwise this +4200 * value will be zero' +4201 EstScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = ConformingFactor(t,n); +4202 +4203 +4204 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +4205 * in order to calculate EstimatedInitialLoad +4206 EstScalingFactor(t,isl) +4207 = (islandMWIPS(t,isl) - LoadCalcLosses(t,isl) +4208 - Sum[ n $ nodeIsland(t,n,isl), EstNonScalableLoad(t,n) ] +4209 ) / Sum[ n $ nodeIsland(t,n,isl), EstScalableLoad(t,n) ] +4210 +4211 ; +4212 +4213 * Calculate estimate initial load [4.10.6.6] +4214 * Calculated estimate of initial MW load, available to be used as an +4215 * alternative to InputInitialLoad +4216 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) +4217 = ConformingFactor(t,n) * Sum[ isl $ nodeisland(t,n,isl) +4218 , EstScalingFactor(t,isl)] ; +4219 * TN- There is a bug in this equarion +4220 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 0 ) +4221 * = NonConformingLoad(t,n); +4222 = EstNonScalableLoad(t,n); +4223 +4224 * Calculate initial load [4.10.6.2] +4225 * Value that represents the Pnode load MW at the start of the solution +4226 * interval. Depending on the inputs this value will be either actual load, +4227 * an operator applied override or an estimated initial load +4228 InitialLoad(t,n) = InputInitialLoad(t,n); +4229 InitialLoad(t,n) $ { (LoadIsOverride(t,n) = 0) +4230 and ( (useActualLoad(t) = 0) +4231 or (LoadIsBad(t,n) = 1) ) +4232 } = EstimatedInitialLoad(t,n) ; +4233 +4234 * Flag if load is scalable [4.10.6.4] +4235 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +4236 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +4237 * assigned to RequiredLoad +4238 LoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4239 and (LoadIsOverride(t,n) = 0) +4240 and (InitialLoad(t,n) >= 0) } ; +4241 +4242 * Calculate Island-level scaling factor [4.10.6.3] +4243 * --> applied to InitialLoad in order to calculate RequiredLoad +4244 LoadScalingFactor(t,isl) +4245 = ( TargetTotalLoad(t,isl) +4246 - Sum[ n $ { nodeIsland(t,n,isl) +4247 and (LoadIsScalable(t,n) = 0) }, InitialLoad(t,n) ] +4248 ) / Sum[ n $ { nodeIsland(t,n,isl) +4249 and (LoadIsScalable(t,n) = 1) }, InitialLoad(t,n) ] +4250 ; +4251 +4252 * Calculate RequiredLoad [4.10.6.1] +4253 RequiredLoad(t,n) $ LoadIsScalable(t,n) +4254 = InitialLoad(t,n) * sum[ isl $ nodeisland(t,n,isl) +4255 , LoadScalingFactor(t,isl) ]; +4256 +4257 RequiredLoad(t,n) $ (LoadIsScalable(t,n) = 0) = InitialLoad(t,n); +4258 +4259 RequiredLoad(t,n) = RequiredLoad(t,n) +4260 + [instructedloadshed(t,n) $ instructedshedactive(t,n)] ; +4261 +4262 +4263 * Recalculate energy scarcity limits ------------------------------------------- +4264 ScarcityEnrgLimit(t,n,blk) = 0 ; +4265 +4266 ScarcityEnrgLimit(t,n,blk) $ energyScarcityEnabled(t) +4267 = scarcityEnrgNodeLimit(t,n,blk); +4268 +4269 ScarcityEnrgLimit(t,n,blk) +4270 $ { energyScarcityEnabled(t) +4271 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4272 and (RequiredLoad(t,n) > 0) +4273 } +4274 = scarcityEnrgNodeFactor(t,n,blk) * RequiredLoad(t,n); +4275 +4276 ScarcityEnrgLimit(t,n,blk) +4277 $ { energyScarcityEnabled(t) +4278 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4279 and (RequiredLoad(t,n) > 0) +4280 } +4281 = scarcityEnrgNationalFactor(t,blk) * RequiredLoad(t,n); +4282 *------------------------------------------------------------------------------- +4283 +4284 +4285 +4286 * Update Free Reserve and SharedNFRmax +4287 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.1.2) +4288 sharedNFRLoad(t,isl) +4289 = sum[ nodeIsland(t,n,isl), RequiredLoad(t,n)] +4290 + sum[ (bd,blk) $ bidIsland(t,bd,isl), DemBidMW(t,bd,blk) ] +4291 - sharedNFRLoadOffset(t,isl) ; +4292 +4293 sharedNFRMax(t,isl) = Min{ RMTReserveLimitTo(t,isl,'FIR'), +4294 sharedNFRFactor(t)*sharedNFRLoad(t,isl) } ; +4295 +4296 * Risk parameters +4297 FreeReserve(t,isl,resC,riskC) +4298 = riskParameter(t,isl,resC,riskC,'freeReserve') +4299 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +4300 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(t,isl1) +4301 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +4302 and (inputGDXGDate >= jdate(2016,10,20)) } +4303 ; +4304 +4305 * 6.5.2.3 Total shared NFR is capped by shared NFR max +4306 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4307 +4308 *); +4309 +4310 +4311 +4312 ) ; +4313 +4314 +4315 unsolvedDT(dt) = yes; +4316 VSPDModel(dt) = 0 ; +4317 option clear = useBranchFlowMIP ; +4318 +4319 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +4320 exitLoop = 0; +4321 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +4322 +4323 * 7a. Reset all sets, parameters and variables ------------------------------- +4324 option clear = t ; +4325 * Generation variables +4326 option clear = GENERATION ; +4327 option clear = GENERATIONBLOCK ; +4328 option clear = GENERATIONUPDELTA ; +4329 option clear = GENERATIONDNDELTA ; +4330 * Purchase variables +4331 option clear = PURCHASE ; +4332 option clear = PURCHASEBLOCK ; +4333 * Network variables +4334 option clear = ACNODENETINJECTION ; +4335 option clear = ACNODEANGLE ; +4336 option clear = ACBRANCHFLOW ; +4337 option clear = ACBRANCHFLOWDIRECTED ; +4338 option clear = ACBRANCHLOSSESDIRECTED ; +4339 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +4340 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +4341 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +4342 option clear = HVDCLINKFLOW ; +4343 option clear = HVDCLINKLOSSES ; +4344 option clear = LAMBDA ; +4345 option clear = LAMBDAINTEGER ; +4346 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +4347 option clear = HVDCPOLEFLOW_INTEGER ; +4348 * Risk/Reserve variables +4349 option clear = RISKOFFSET ; +4350 option clear = HVDCREC ; +4351 option clear = ISLANDRISK ; +4352 option clear = RESERVEBLOCK ; +4353 option clear = RESERVE ; +4354 option clear = ISLANDRESERVE; +4355 * NMIR variables +4356 option clear = SHAREDNFR ; +4357 option clear = SHAREDRESERVE ; +4358 option clear = HVDCSENT ; +4359 option clear = RESERVESHAREEFFECTIVE ; +4360 option clear = RESERVESHARERECEIVED ; +4361 option clear = RESERVESHARESENT ; +4362 option clear = HVDCSENDING ; +4363 option clear = INZONE ; +4364 option clear = HVDCSENTINSEGMENT ; +4365 option clear = HVDCRESERVESENT ; +4366 option clear = HVDCSENTLOSS ; +4367 option clear = HVDCRESERVELOSS ; +4368 option clear = LAMBDAHVDCENERGY ; +4369 option clear = LAMBDAHVDCRESERVE ; +4370 option clear = RESERVESHAREPENALTY ; +4371 * Objective +4372 option clear = NETBENEFIT ; +4373 * Violation variables +4374 option clear = TOTALPENALTYCOST ; +4375 option clear = DEFICITBUSGENERATION ; +4376 option clear = SURPLUSBUSGENERATION ; +4377 option clear = DEFICITRESERVE_CE ; +4378 option clear = DEFICITRESERVE_ECE ; +4379 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +4380 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +4381 option clear = DEFICITRAMPRATE ; +4382 option clear = SURPLUSRAMPRATE ; +4383 option clear = DEFICITBRANCHFLOW ; +4384 option clear = SURPLUSBRANCHFLOW ; +4385 option clear = DEFICITMNODECONSTRAINT ; +4386 option clear = SURPLUSMNODECONSTRAINT ; +4387 +4388 option clear = SCARCITYCOST; +4389 option clear = ENERGYSCARCITYBLK ; +4390 option clear = ENERGYSCARCITYNODE; +4391 +4392 option clear = RESERVESHORTFALLBLK; +4393 option clear = RESERVESHORTFALL; +4394 option clear = RESERVESHORTFALLUNITBLK; +4395 option clear = RESERVESHORTFALLUNIT; +4396 option clear = RESERVESHORTFALLGROUPBLK; +4397 option clear = RESERVESHORTFALLGROUP; +4398 +4399 * Clear the pole circular branch flow flag +4400 option clear = circularBranchFlowExist ; +4401 option clear = poleCircularBranchFlowExist ; +4402 option clear = northHVDC ; +4403 option clear = southHVDC ; +4404 option clear = manualBranchSegmentMWFlow ; +4405 option clear = manualLossCalculation ; +4406 option clear = nonPhysicalLossExist ; +4407 option clear = modelSolved ; +4408 option clear = LPmodelSolved ; +4409 * Disconnected bus post-processing +4410 option clear = busGeneration ; +4411 option clear = busLoad ; +4412 option clear = busDisconnected ; +4413 option clear = busPrice ; +4414 +4415 +4416 * End reset +4417 +4418 +4419 * 7b. Initialise current trade period and model data ------------------------- +4420 t(dt) $ sequentialSolve = yes; +4421 t(dt1) $ (not sequentialSolve) = yes; +4422 +4423 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +4424 generationStart(offer(t(dt),o)) +4425 $ (sum[ o1, generationStart(dt,o1)] = 0) +4426 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +4427 +4428 * Additional pre-processing on parameters end +4429 +4430 +4431 * 7c. Updating the variable bounds before model solve ------------------------ +4432 +4433 * TN - Pivot or Demand Analysis - revise input data +4436 * TN - Pivot or Demand Analysis - revise input data end +4437 +4438 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +4439 +4440 * Offer blocks - Constraint 6.1.1.1 +4441 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +4442 = EnrgOfrMW(genOfrBlk) ; +4443 +4444 GENERATIONBLOCK.fx(t,o,blk) +4445 $ (not genOfrBlk(t,o,blk)) = 0 ; +4446 +4447 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +4448 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +4449 +4450 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +4451 GENERATION.up(offer(t,o)) +4452 $ { windOffer(offer) and priceResponsive(offer) } +4453 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +4454 +4455 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +4456 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +4457 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +4458 +4459 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4460 = 0 $ [DemBidMW(t,bd,blk)>0]; +4461 +4462 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +4463 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) $ [DemBidMW(t,bd,blk)<0] = 0; +4464 +4465 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4466 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +4467 +4468 PURCHASEBLOCK.fx(t,bd,blk) +4469 $ (not demBidBlk(t,bd,blk)) +4470 = 0 ; +4471 +4472 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +4473 +4474 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +4475 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +4476 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +4477 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +4478 +4479 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +4480 +4481 +4482 *======= HVDC TRANSMISSION EQUATIONS =========================================== +4483 +4484 * Ensure that variables used to specify flow and losses on HVDC link are +4485 * zero for AC branches and for open HVDC links. +4486 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4487 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4488 +4489 * Apply an upper bound on the weighting parameter based on its definition +4490 LAMBDA.up(branch,bp) = 1 ; +4491 +4492 * Ensure that the weighting factor value is zero for AC branches and for +4493 * invalid loss segments on HVDC links +4494 LAMBDA.fx(HVDClink,bp) +4495 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +4496 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +4497 +4498 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +4499 +4500 +4501 *======= AC TRANSMISSION EQUATIONS ============================================= +4502 +4503 * Ensure that variables used to specify flow and losses on AC branches are +4504 * zero for HVDC links branches and for open AC branches +4505 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +4506 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4507 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4508 +4509 * Ensure directed block flow and loss block variables are zero for +4510 * non-AC branches and invalid loss segments on AC branches +4511 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +4512 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4513 +4514 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +4515 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4516 +4517 +4518 * Constraint 6.4.1.10 - Ensure that the bus voltage angle for the buses +4519 * corresponding to the reference nodes are set to zero +4520 ACNODEANGLE.fx(t,b) +4521 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +4522 +4523 *======= AC TRANSMISSION EQUATIONS END ========================================= +4524 +4525 +4526 *======= RISK & RESERVE EQUATIONS ============================================== +4527 +4528 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +4529 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +4530 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +4531 +4532 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +4533 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +4534 = ResOfrMW(resOfrBlk) ; +4535 +4536 * Fix the reserve variable for invalid reserve offers. These are offers that +4537 * are either not connected to the grid or have no reserve quantity offered. +4538 RESERVE.fx(t,o,resC,resT) +4539 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +4540 +4541 * NMIR project variables +4542 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4543 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4544 +4545 * Total shared NFR is capped by shared NFR max(6.5.2.3) +4546 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4547 +4548 * No forward reserve sharing if HVDC capacity is zero +4549 RESERVESHARESENT.fx(t,isl,resC,rd) +4550 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +4551 +4552 * No forward reserve sharing if reserve sharing is disabled +4553 RESERVESHARESENT.fx(t,isl,resC,rd) +4554 $ (reserveShareEnabled(t,resC)=0) = 0; +4555 +4556 * No reserve sharing to cover HVDC risk +4557 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +4558 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +4559 +4560 * (6.5.2.16) - SPD version 11 - no RP zone if reserve round power disabled +4561 INZONE.fx(t,isl,resC,z) +4562 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +4563 +4564 * (6.5.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +4565 INZONE.fx(t,isl,resC,z) +4566 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +4567 +4568 * Fixing Lambda integer variable for energy sent +4569 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +4570 and (ord(bp) = 1) } = 1 ; +4571 +4572 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +4573 +4574 * To be reviewed NMIR +4575 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +4576 $ { (HVDCCapacity(t,isl) = 0) +4577 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +4578 +4579 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +4580 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +4581 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +4582 +4583 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +4584 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +4585 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4586 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +4587 $ (not reserveScarcityEnabled(t)) = 0; +4588 RESERVESHORTFALL.fx(t,isl,resC,riskC) +4589 $ (not reserveScarcityEnabled(t)) = 0; +4590 +4591 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +4592 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4593 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +4594 $ (not reserveScarcityEnabled(t)) = 0; +4595 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +4596 $ (not reserveScarcityEnabled(t)) = 0; +4597 +4598 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +4599 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4600 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +4601 $ (not reserveScarcityEnabled(t)) = 0; +4602 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +4603 $ (not reserveScarcityEnabled(t)) = 0; +4604 ; +4605 +4606 +4607 *======= RISK & RESERVE EQUATIONS END ========================================== +4608 +4609 +4610 * Updating the variable bounds before model solve end +4611 +4612 +4613 * 7d. Solve Models +4614 +4615 * Solve the LP model --------------------------------------------------------- +4616 if( (Sum[t, VSPDModel(t)] = 0), +4617 +4618 if( UseShareReserve, +4619 option bratio = 1 ; +4620 vSPD_NMIR.Optfile = 1 ; +4621 vSPD_NMIR.optcr = MIPOptimality ; +4622 vSPD_NMIR.reslim = MIPTimeLimit ; +4623 vSPD_NMIR.iterlim = MIPIterationLimit ; +4624 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4625 * Set the model solve status +4626 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4627 or (vSPD_NMIR.modelstat = 8) ) +4628 and ( vSPD_NMIR.solvestat = 1 ) } ; +4629 else +4630 option bratio = 1 ; +4631 vSPD.reslim = LPTimeLimit ; +4632 vSPD.iterlim = LPIterationLimit ; +4633 solve vSPD using lp maximizing NETBENEFIT ; +4634 * Set the model solve status +4635 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4636 ) +4637 +4638 * Post a progress message to the console and for use by EMI. +4639 if((ModelSolved = 1) and (sequentialSolve = 0), +4640 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 ' +4641 'is solved successfully.'/ +4642 'Objective function value: ' +4643 NETBENEFIT.l:<15:4 / +4644 'Violation Cost : ' +4645 TOTALPENALTYCOST.l:<15:4 / +4646 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +4647 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 ' +4648 'is solved unsuccessfully.'/ +4649 ) ; +4650 +4651 if((ModelSolved = 1) and (sequentialSolve = 1), +4652 loop(t, +4653 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ') ' +4654 'is solved successfully.'/ +4655 'Objective function value: ' +4656 NETBENEFIT.l:<15:4 / +4657 'Violations cost : ' +4658 TOTALPENALTYCOST.l:<15:4 / +4659 ) ; +4660 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +4661 loop(t, +4662 unsolvedDT(t) = no; +4663 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ') ' +4664 'is solved unsuccessfully.'/ +4665 ) ; +4666 +4667 ) ; +4668 * Solve the LP model end ----------------------------------------------------- +4669 +4670 +4671 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +4672 elseif (Sum[t, VSPDModel(t)] = 1), +4673 * Fix the values of these integer variables that are not needed +4674 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +4675 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +4676 +4677 * Fix the integer AC branch flow variable to zero for invalid branches +4678 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +4679 $ (not branch(t,br)) = 0 ; +4680 +4681 * Apply an upper bound on the integer weighting parameter +4682 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +4683 +4684 * Ensure that the weighting factor value is zero for AC branches +4685 * and for invalid loss segments on HVDC links +4686 LAMBDAINTEGER.fx(branch(t,br),bp) +4687 $ { ACbranch(branch) +4688 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +4689 } = 0 ; +4690 +4691 * Fix the lambda integer variable to zero for invalid branches +4692 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +4693 +4694 option bratio = 1 ; +4695 vSPD_BranchFlowMIP.Optfile = 1 ; +4696 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +4697 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +4698 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +4699 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +4700 * Set the model solve status +4701 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +4702 (vSPD_BranchFlowMIP.modelstat = 8) +4703 ] +4704 and +4705 [ vSPD_BranchFlowMIP.solvestat = 1 ] +4706 } ; +4707 +4708 * Post a progress message for use by EMI. +4709 if(ModelSolved = 1, +4710 +4711 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +4712 SOS1_solve(t) = yes; +4713 +4714 loop(t, +4715 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ') ' +4716 'is solved successfully for branch integer.'/ +4717 'Objective function value: ' +4718 NETBENEFIT.l:<15:4 / +4719 'Violations cost : ' +4720 TOTALPENALTYCOST.l:<15:4 / +4721 ) ; +4722 else +4723 loop(t, +4724 unsolvedDT(t) = yes; +4725 VSPDModel(t) = 2; +4726 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ') ' +4727 'is solved unsuccessfully for branch integer.'/ +4728 ) ; +4729 ) ; +4730 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +4731 +4732 +4733 * Solve the LP model and stop ------------------------------------------------ +4734 elseif (Sum[t, VSPDModel(t)] = 2), +4735 +4736 if( UseShareReserve, +4737 option bratio = 1 ; +4738 vSPD_NMIR.Optfile = 1 ; +4739 vSPD_NMIR.optcr = MIPOptimality ; +4740 vSPD_NMIR.reslim = MIPTimeLimit ; +4741 vSPD_NMIR.iterlim = MIPIterationLimit ; +4742 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4743 * Set the model solve status +4744 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4745 or (vSPD_NMIR.modelstat = 8) ) +4746 and ( vSPD_NMIR.solvestat = 1 ) } ; +4747 else +4748 option bratio = 1 ; +4749 vSPD.reslim = LPTimeLimit ; +4750 vSPD.iterlim = LPIterationLimit ; +4751 solve vSPD using lp maximizing NETBENEFIT ; +4752 * Set the model solve status +4753 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4754 ) +4755 +4756 * Post a progress message for use by EMI. +4757 if( ModelSolved = 1, +4758 loop(t, +4759 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl ')' +4760 ' integer resolve was unsuccessful.' / +4761 'Reverting back to linear solve and ' +4762 'solve successfully. ' / +4763 'Objective function value: ' +4764 NETBENEFIT.l:<15:4 / +4765 'Violations cost : ' +4766 TOTALPENALTYCOST.l:<15:4 / +4767 'Solution may have circulating flows ' +4768 'and/or non-physical losses.' / +4769 ) ; +4770 else +4771 loop(t, +4772 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 (' t.tl +4773 ') integer solve was unsuccessful. ' +4774 'Reverting back to linear solve. ' +4775 'Linear solve unsuccessful.' / +4776 ) ; +4777 ) ; +4778 +4779 unsolvedDT(t) = no; +4780 +4781 * Solve the LP model and stop end -------------------------------------------- +4782 +4783 ) ; +4784 * Solve the models end +4785 +4786 +4787 +4788 * 6e. Check if the LP results are valid -------------------------------------- +4789 if((ModelSolved = 1), +4790 useBranchFlowMIP(t) = 0 ; +4791 * Check if there is no branch circular flow and non-physical losses +4792 Loop( t $ (VSPDModel(t)=0) , +4793 +4794 * Check if there are circulating branch flows on loss AC branches +4795 circularBranchFlowExist(ACbranch(t,br)) +4796 $ { LossBranch(ACbranch) and +4797 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4798 - abs(ACBRANCHFLOW.l(ACbranch)) +4799 ) > circularBranchFlowTolerance +4800 ] +4801 } = 1 ; +4802 +4803 * Determine the circular branch flow flag on each HVDC pole +4804 TotalHVDCpoleFlow(t,pole) +4805 = sum[ br $ HVDCpoleBranchMap(pole,br) +4806 , HVDCLINKFLOW.l(t,br) ] ; +4807 +4808 MaxHVDCpoleFlow(t,pole) +4809 = smax[ br $ HVDCpoleBranchMap(pole,br) +4810 , HVDCLINKFLOW.l(t,br) ] ; +4811 +4812 poleCircularBranchFlowExist(t,pole) +4813 $ { ( TotalHVDCpoleFlow(t,pole) +4814 - MaxHVDCpoleFlow(t,pole) +4815 ) > circularBranchFlowTolerance +4816 } = 1 ; +4817 +4818 * Check if there are circulating branch flows on HVDC +4819 NorthHVDC(t) +4820 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4821 busIsland(t,b,isl) and +4822 HVDClinkSendingBus(t,br,b) and +4823 HVDClink(t,br) +4824 }, HVDCLINKFLOW.l(t,br) +4825 ] ; +4826 +4827 SouthHVDC(t) +4828 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4829 busIsland(t,b,isl) and +4830 HVDClinkSendingBus(t,br,b) and +4831 HVDClink(t,br) +4832 }, HVDCLINKFLOW.l(t,br) +4833 ] ; +4834 +4835 circularBranchFlowExist(t,br) +4836 $ { HVDClink(t,br) and LossBranch(t,br) and +4837 (NorthHVDC(t) > circularBranchFlowTolerance) and +4838 (SouthHVDC(t) > circularBranchFlowTolerance) +4839 } = 1 ; +4840 +4841 * Check if there are non-physical losses on HVDC links +4842 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4843 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4844 and validLossSegment(t,br,los,fd) } +4845 = Min[ Max( 0, +4846 [ abs(HVDCLINKFLOW.l(HVDClink)) +4847 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4848 ] +4849 ), +4850 ( LossSegmentMW(HVDClink,los,fd) +4851 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4852 ) +4853 ] ; +4854 +4855 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4856 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4857 , LossSegmentFactor(HVDClink,los,fd) +4858 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4859 ] ; +4860 +4861 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4862 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4863 - ManualLossCalculation(HVDClink) +4864 ) > NonPhysicalLossTolerance +4865 } = 1 ; +4866 +4867 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4868 * and non-physical loss branches exceeds the specified tolerance +4869 useBranchFlowMIP(t) +4870 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4871 , resolveCircularBranchFlows +4872 * circularBranchFlowExist(t,br) +4873 ] +4874 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4875 , resolveCircularBranchFlows +4876 * circularBranchFlowExist(t,br) +4877 + resolveHVDCnonPhysicalLosses +4878 * NonPhysicalLossExist(t,br) +4879 ] +4880 + sum[ pole, resolveCircularBranchFlows +4881 * poleCircularBranchFlowExist(t,pole) +4882 ] +4883 ) > UseBranchFlowMIPTolerance +4884 } = 1 ; +4885 +4886 * Check if there is no branch circular flow and non-physical losses end +4887 ); +4888 +4889 * A period is unsolved if MILP model is required +4890 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4891 +4892 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4893 loop( unsolvedDT(t), +4894 if( UseBranchFlowMIP(t) >= 1, +4895 VSPDModel(t) = 1; +4896 putclose rep 'The case: PRSS_202208021530_21302022080330347_20220802153312 requires a ' +4897 'vSPD_BranchFlowMIP resolve for period ' +4898 t.tl '. Switching Vectorisation OFF.'/ +4899 ) ; +4900 +4901 ) ; +4902 +4903 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4904 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4905 +4906 * Check if the LP results are valid end +4907 ) ; +4908 +4909 +4910 +4911 * 6f. Check for disconnected nodes and adjust prices accordingly ------------- +4912 +4913 * See Rule Change Proposal August 2008 - Disconnected nodes available at +4914 * www.systemoperator.co.nz/reports-papers + Disconnected nodes are defined as follows: + Pre-MSP: Have no generation or load, are disconnected from the network + and has a price = CVP. + Post-MSP: Indication to SPD whether a bus is dead or not. + Dead buses are not processed by the SPD solved + Disconnected nodes' prices set by the post-process with the following rules: + Scenario A/B/D: Price for buses in live electrical island determined + by the solved + Scenario C/F/G/H/I: Buses in the dead electrical island with: + a. Null/zero load: Marked as disconnected with $0 price. + b. Positive load: Price = CVP for deficit generation + c. Negative load: Price = -CVP for surplus generation + Scenario E: Price for bus in live electrical island with zero load needs to + be adjusted since actually is disconnected. + + The Post-MSP implementation imply a mapping of a bus to an electrical island + and an indication of whether this electrical island is live of dead. + The correction of the prices is performed by SPD. +4935 +4936 busGeneration(bus(t,b)) +4937 = sum[ (o,n) $ { offerNode(t,o,n) and NodeBus(t,n,b) } +4938 , NodeBusAllocationFactor(t,n,b) * GENERATION.l(t,o) +4939 ] ; +4940 +4941 busLoad(bus(t,b)) +4942 = sum[ NodeBus(t,n,b) +4943 , NodeBusAllocationFactor(t,n,b) * RequiredLoad(t,n) +4944 ] ; +4945 +4946 busPrice(bus(t,b)) = ACnodeNetInjectionDefinition2.m(t,b) ; +4947 +4948 if((disconnectedNodePriceCorrection = 1), +4949 * Post-MSP cases +4950 * Scenario C/F/G/H/I: +4951 busDisconnected(bus(t,b)) $ { (busLoad(bus) = 0) +4952 and (busElectricalIsland(bus) = 0) +4953 } = 1 ; +4954 * Scenario E: +4955 busDisconnected(bus(t,b)) +4956 $ { ( sum[ b1 $ { busElectricalIsland(t,b1) +4957 = busElectricalIsland(bus) } +4958 , busLoad(t,b1) ] = 0 +4959 ) and +4960 ( busElectricalIsland(bus) > 0 ) +4961 } = 1 ; +4962 * Set prices at dead buses with non-zero load +4963 busPrice(bus(t,b)) $ { (busLoad(bus) > 0) and +4964 (busElectricalIsland(bus)= 0) +4965 } = DeficitBusGenerationPenalty ; +4966 +4967 busPrice(bus(t,b)) $ { (busLoad(bus) < 0) and +4968 (busElectricalIsland(bus)= 0) +4969 } = -SurplusBusGenerationPenalty ; +4970 +4971 * Set price at identified disconnected buses to 0 +4972 busPrice(bus)$busDisconnected(bus) = 0 ; +4973 ) ; +4974 +4975 * End Check for disconnected nodes and adjust prices accordingly +4976 +4977 * TN - Replacing invalid prices after SOS1 +4978 * 6f0. Replacing invalid prices after SOS1 (7.1.3)---------------------------- +4979 if ( SOS1_solve(dt), +4980 busSOSinvalid(dt,b) +4981 = 1 $ { [ ( busPrice(dt,b) = 0 ) +4982 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +4983 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +4984 ] +4985 and bus(dt,b) +4986 and [ not busDisconnected(dt,b) ] +4987 and [ busLoad(dt,b) = busGeneration(dt,b) ] +4988 and [ sum[(br,fd) +4989 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4990 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +4991 ] = 0 +4992 ] +4993 and [ sum[ br +4994 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4995 , 1 +4996 ] > 0 +4997 ] +4998 }; +4999 numberofbusSOSinvalid(dt) = 2*sum[b, busSOSinvalid(dt,b)]; +5000 While ( sum[b, busSOSinvalid(dt,b)] < numberofbusSOSinvalid(dt) , +5001 numberofbusSOSinvalid(dt) = sum[b, busSOSinvalid(dt,b)]; +5002 busPrice(dt,b) +5003 $ { busSOSinvalid(dt,b) +5004 and ( sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5005 and sum[ br $ { branch(dt,br) +5006 and BranchBusConnect(dt,br,b) +5007 and BranchBusConnect(dt,br,b1) +5008 }, 1 +5009 ] +5010 }, 1 +5011 ] > 0 +5012 ) +5013 } +5014 = sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5015 and sum[ br $ { branch(dt,br) +5016 and BranchBusConnect(dt,br,b) +5017 and BranchBusConnect(dt,br,b1) +5018 }, 1 ] +5019 }, busPrice(dt,b1) +5020 ] +5021 / sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5022 and sum[ br $ { branch(dt,br) +5023 and BranchBusConnect(dt,br,b) +5024 and BranchBusConnect(dt,br,b1) +5025 }, 1 ] +5026 }, 1 +5027 ]; +5028 +5029 busSOSinvalid(dt,b) +5030 = 1 $ { [ ( busPrice(dt,b) = 0 ) +5031 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +5032 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +5033 ] +5034 and bus(dt,b) +5035 and [ not busDisconnected(dt,b) ] +5036 and [ busLoad(dt,b) = busGeneration(dt,b) ] +5037 and [ sum[(br,fd) +5038 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5039 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +5040 ] = 0 +5041 ] +5042 and [ sum[ br +5043 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5044 , 1 +5045 ] > 0 +5046 ] +5047 }; +5048 ); +5049 ); +5050 * End Replacing invalid prices after SOS1 (7.1.3) ---------------------------- +5051 +5052 +5053 * 6g. Collect and store results of solved periods into output parameters ----- +5054 * Note: all the price relating outputs such as costs and revenues are calculated in section 7.b +5055 +5058 * Normal vSPD run - write results out for for reporting +5059 Loop t $ (not unsolvedDT(t)) do +5060 * Reporting at trading period start +5061 * Node level output +5062 o_nodeGeneration_TP(t,n) $ Node(t,n) +5063 = sum[ o $ offerNode(t,o,n), GENERATION.l(t,o) ] ; +5064 +5065 o_nodeLoad_TP(t,n) $ Node(t,n) +5066 = RequiredLoad(t,n) +5067 + Sum[ bd $ bidNode(t,bd,n), PURCHASE.l(t,bd) ]; +5068 +5069 o_nodePrice_TP(t,n) $ Node(t,n) +5070 = sum[ b $ NodeBus(t,n,b) +5071 , NodeBusAllocationFactor(t,n,b) * busPrice(t,b) +5072 ] ; +5073 +5074 if { runPriceTransfer(t) +5075 and ( (studyMode = 101) or (studyMode = 201) or (studyMode = 130)) +5076 } then +5077 o_nodeDead_TP(t,n) +5078 = 1 $ ( sum[b $ {NodeBus(t,n,b) and (not busDisconnected(t,b)) +5079 }, NodeBusAllocationFactor(t,n,b) ] = 0 ) ; +5080 +5081 o_nodeDeadPriceFrom_TP(t,n,n1) +5082 = 1 $ {o_nodeDead_TP(t,n) and node2node(t,n,n1)}; +5083 +5084 o_nodeDeadPrice_TP(t,n) $ o_nodeDead_TP(t,n) = 1; +5085 +5086 While sum[ n $ o_nodeDead_TP(t,n), o_nodeDeadPrice_TP(t,n) ] do +5087 o_nodePrice_TP(t,n) +5088 $ { o_nodeDead_TP(t,n) and o_nodeDeadPrice_TP(t,n) } +5089 = sum[n1 $ o_nodeDeadPriceFrom_TP(t,n,n1) +5090 , o_nodePrice_TP(t,n1) ] ; +5091 +5092 o_nodeDeadPrice_TP(t,n) +5093 = 1 $ sum[n1 $ o_nodeDead_TP(t,n1) +5094 , o_nodeDeadPriceFrom_TP(t,n,n1) ]; +5095 +5096 o_nodeDeadPriceFrom_TP(t,n,n2) $ o_nodeDeadPrice_TP(t,n) +5097 = 1 $ { sum[ n1 $ { node2node(t,n1,n2) +5098 and o_nodeDeadPriceFrom_TP(t,n,n1) }, 1 ] +5099 } ; +5100 +5101 o_nodeDeadPriceFrom_TP(t,n,n1) $ o_nodeDead_TP(t,n1) = 0 ; +5102 +5103 endwhile +5104 endif; +5105 +5106 * Offer output +5107 o_offerEnergy_TP(t,o) $ offer(t,o) = GENERATION.l(t,o) ; +5108 +5109 o_offerRes_TP(t,o,resC) $ offer(t,o) +5110 = sum[ resT, RESERVE.l(t,o,resC,resT) ] ; +5111 +5112 o_offerFIR_TP(t,o) $ offer(t,o) +5113 = sum[ resC $ (ord(resC) = 1),o_offerRes_TP(t,o,resC) ] ; +5114 +5115 o_offerSIR_TP(t,o) $ offer(t,o) +5116 = sum[ resC $ (ord(resC) = 2),o_offerRes_TP(t,o,resC) ] ; +5117 +5118 * Risk group output +5119 o_groupEnergy_TP(t,rg,GenRisk) +5120 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerEnergy_TP(t,o) ]; +5121 +5122 o_groupFKband_TP(t,rg,GenRisk) +5123 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), FKBand(t,o) ]; +5124 +5125 o_groupRes_TP(t,rg,resC,GenRisk) +5126 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerRes_TP(t,o,resC)]; +5127 +5128 * Bus level output +5129 o_busGeneration_TP(t,b) $ bus(t,b) = busGeneration(t,b) ; +5130 +5131 o_busLoad_TP(t,b) $ bus(t,b) +5132 = busLoad(t,b) +5133 + Sum[ (bd,n) $ { bidNode(t,bd,n) and NodeBus(t,n,b) } +5134 , PURCHASE.l(t,bd) ]; +5135 +5136 o_busPrice_TP(t,b) $ bus(t,b) = busPrice(t,b) ; +5137 +5138 o_busDeficit_TP(t,b) $ bus(t,b) +5139 = DEFICITBUSGENERATION.l(t,b) +5140 + sum[n, NodeBusAllocationFactor(t,n,b)*ENERGYSCARCITYNODE.l(t,n)]; +5141 +5142 o_busSurplus_TP(t,b)$bus(t,b) = SURPLUSBUSGENERATION.l(t,b) ; +5143 +5144 * Node level output +5145 +5146 totalBusAllocation(t,b) $ bus(t,b) +5147 = sum[ n $ Node(t,n), NodeBusAllocationFactor(t,n,b)]; +5148 +5149 busNodeAllocationFactor(t,b,n) $ (totalBusAllocation(t,b) > 0) +5150 = NodeBusAllocationFactor(t,n,b) / totalBusAllocation(t,b) ; +5151 +5152 * TN - post processing unmapped generation deficit buses start + The following code is added post-process generation deficit bus that is not + mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a + deficit is detected at a bus that does not map directly to a pnode, SPD creates + a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a + pnode. The price at the deficit bus is assigned directly to the pnode, + overwriting any weighted price that post-processing originally calculated for + the pnode. This is based on email from Nic Deller + on 25 Feb 2015. + The code is modified again on 16 Feb 2016 to avoid infinite loop when there are + many generation deficit buses. + This code is used to post-process generation deficit bus that is not mapped to +5166 unmappedDeficitBus(t,b) $ o_busDeficit_TP(t,b) +5167 = yes $ (Sum[ n, busNodeAllocationFactor(t,b,n)] = 0); +5168 +5169 changedDeficitBus(t,b) = no; +5170 +5171 If Sum[b $ unmappedDeficitBus(t,b), 1] then +5172 +5173 temp_busDeficit_TP(t,b) = o_busDeficit_TP(t,b); +5174 +5175 Loop b $ unmappedDeficitBus(t,b) do +5176 o_busDeficit_TP(t,b1) +5177 $ { Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5178 and ( branchBusDefn(t,br,b1,b) +5179 or branchBusDefn(t,br,b,b1) ) +5180 }, 1 ] +5181 } = o_busDeficit_TP(t,b1) + o_busDeficit_TP(t,b) ; +5182 +5183 changedDeficitBus(t,b1) +5184 $ Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5185 and ( branchBusDefn(t,br,b1,b) +5186 or branchBusDefn(t,br,b,b1) ) +5187 }, 1 ] = yes; +5188 +5189 unmappedDeficitBus(t,b) = no; +5190 changedDeficitBus(t,b) = no; +5191 o_busDeficit_TP(t,b) = 0; +5192 EndLoop; +5193 +5194 Loop n $ sum[ b $ changedDeficitBus(t,b) +5195 , busNodeAllocationFactor(t,b,n)] do +5196 o_nodePrice_TP(t,n) = deficitBusGenerationPenalty ; +5197 o_nodeDeficit_TP(t,n) = sum[ b $ busNodeAllocationFactor(t,b,n), +5198 busNodeAllocationFactor(t,b,n) +5199 * o_busDeficit_TP(t,b) ] ; +5200 EndLoop; +5201 +5202 o_busDeficit_TP(t,b) = temp_busDeficit_TP(t,b); +5203 Endif; +5204 * TN - post processing unmapped generation deficit buses end +5205 +5206 o_nodeDeficit_TP(t,n) $ Node(t,n) +5207 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5208 * DEFICITBUSGENERATION.l(t,b) ] ; +5209 +5210 o_nodeSurplus_TP(t,n) $ Node(t,n) +5211 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5212 * SURPLUSBUSGENERATION.l(t,b) ] ; +5213 +5214 * branch output +5215 o_branchFlow_TP(t,br) $ ACbranch(t,br) = ACBRANCHFLOW.l(t,br); +5216 +5217 o_branchFlow_TP(t,br) $ HVDClink(t,br) = HVDCLINKFLOW.l(t,br); +5218 +5219 o_branchDynamicLoss_TP(t,br) $ ACbranch(t,br) +5220 = sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] ; +5221 +5222 o_branchDynamicLoss_TP(t,br) $ HVDClink(t,br) +5223 = HVDCLINKLOSSES.l(t,br) ; +5224 +5225 o_branchFixedLoss_TP(t,br) $ branch(t,br) +5226 = branchFixedLoss(t,br) ; +5227 +5228 o_branchTotalLoss_TP(t,br) $ branch(t,br) +5229 = o_branchDynamicLoss_TP(t,br) + o_branchFixedLoss_TP(t,br) ; +5230 +5231 o_branchMarginalPrice_TP(t,br) $ ACbranch(t,br) +5232 = sum[ fd, ACbranchMaximumFlow.m(t,br,fd) ] ; +5233 +5234 o_branchMarginalPrice_TP(t,br) $ HVDClink(t,br) +5235 = HVDClinkMaximumFlow.m(t,br) ; +5236 +5237 o_branchCapacity_TP(t,br) $ branch(t,br) +5238 = sum[ fd $ ( ord(fd) = 1 ) +5239 , branchCapacity(t,br,fd) +5240 ] $ { o_branchFlow_TP(t,br) >= 0 } +5241 + sum[ fd $ ( ord(fd) = 2 ) +5242 , branchCapacity(t,br,fd) +5243 ] $ { o_branchFlow_TP(t,br) < 0 } ; +5244 +5245 * bid output +5246 o_bidEnergy_TP(t,bd) $ bid(t,bd) = PURCHASE.l(t,bd) ; +5247 +5248 o_bidTotalMW_TP(t,bd) $ bid(t,bd) +5249 = sum[ blk, DemBidMW(t,bd,blk) ] ; +5250 +5251 * Violation reporting based on the CE and ECE +5252 o_ResViolation_TP(t,isl,resC) +5253 = DEFICITRESERVE_CE.l(t,isl,resC) +5254 + DEFICITRESERVE_ECE.l(t,isl,resC) ; +5255 +5256 o_FIRviolation_TP(t,isl) +5257 = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(t,isl,resC) ] ; +5258 +5259 o_SIRviolation_TP(t,isl) +5260 = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(t,isl,resC) ] ; +5261 +5262 * Risk marginal prices and shortfall outputs +5263 o_GenRiskPrice_TP(t,isl,o,resC,GenRisk) +5264 = -GenIslandRiskCalculation_1.m(t,isl,o,resC,GenRisk) ; +5265 +5266 o_GenRiskShortfall_TP(t,isl,o,resC,GenRisk) +5267 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,GenRisk) ; +5268 +5269 o_HVDCSecRiskPrice_TP(t,isl,o,resC,HVDCSecRisk) +5270 = -HVDCIslandSecRiskCalculation_GEN_1.m(t,isl,o,resC,HVDCSecRisk) ; +5271 +5272 o_HVDCSecRiskShortfall_TP(t,isl,o,resC,HVDCSecRisk) +5273 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,HVDCSecRisk) ; +5274 +5275 o_GenRiskGroupPrice_TP(t,isl,rg,resC,GenRisk) +5276 = -GenIslandRiskGroupCalculation_1.m(t,isl,rg,resC,GenRisk) ; +5277 +5278 o_GenRiskGroupShortfall_TP(t,isl,rg,resC,GenRisk) +5279 = RESERVESHORTFALLGROUP.l(t,isl,rg,resC,GenRisk) ; +5280 +5281 o_HVDCRiskPrice_TP(t,isl,resC,HVDCrisk) +5282 = -HVDCIslandRiskCalculation.m(t,isl,resC,HVDCrisk); +5283 +5284 o_HVDCRiskShortfall_TP(t,isl,resC,HVDCrisk) +5285 = RESERVESHORTFALL.l(t,isl,resC,HVDCrisk); +5286 +5287 +5288 o_ManualRiskPrice_TP(t,isl,resC,ManualRisk) +5289 = -ManualIslandRiskCalculation.m(t,isl,resC,ManualRisk) ; +5290 +5291 o_ManualRiskShortfall_TP(t,isl,resC,ManualRisk) +5292 = RESERVESHORTFALL.l(t,isl,resC,ManualRisk) ; +5293 +5294 o_HVDCSecManualRiskPrice_TP(t,isl,resC,HVDCSecRisk) +5295 = -HVDCIslandSecRiskCalculation_Manu_1.m(t,isl,resC,HVDCSecRisk); +5296 +5297 o_HVDCSecManualRiskShortfall_TP(t,isl,resC,HVDCSecRisk) +5298 = RESERVESHORTFALL.l(t,isl,resC,HVDCSecRisk) ; +5299 +5300 * Security constraint data +5301 +5302 o_brConstraintSense_TP(t,brCstr) $ branchConstraint(t,brCstr) +5303 = branchConstraintSense(t,brCstr) ; +5304 +5305 o_brConstraintLHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5306 = [ branchSecurityConstraintLE.l(t,brCstr) +5307 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5308 +5309 o_brConstraintRHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5310 = branchConstraintLimit(t,brCstr) ; +5311 +5312 o_brConstraintPrice_TP(t,brCstr) $ branchConstraint(t,brCstr) +5313 = [ branchSecurityConstraintLE.m(t,brCstr) +5314 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5315 +5316 * Mnode constraint data +5317 o_MnodeConstraintSense_TP(t,MnodeCstr) +5318 $ MnodeConstraint(t,MnodeCstr) +5319 = MnodeConstraintSense(t,MnodeCstr) ; +5320 +5321 o_MnodeConstraintLHS_TP(t,MnodeCstr) +5322 $ MnodeConstraint(t,MnodeCstr) +5323 = [ MnodeSecurityConstraintLE.l(t,MnodeCstr) +5324 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5325 + [ MnodeSecurityConstraintGE.l(t,MnodeCstr) +5326 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5327 + [ MnodeSecurityConstraintEQ.l(t,MnodeCstr) +5328 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5329 +5330 o_MnodeConstraintRHS_TP(t,MnodeCstr) +5331 $ MnodeConstraint(t,MnodeCstr) +5332 = MnodeConstraintLimit(t,MnodeCstr) ; +5333 +5334 o_MnodeConstraintPrice_TP(t,MnodeCstr) +5335 $ MnodeConstraint(t,MnodeCstr) +5336 = [ MnodeSecurityConstraintLE.m(t,MnodeCstr) +5337 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5338 + [ MnodeSecurityConstraintGE.m(t,MnodeCstr) +5339 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5340 + [ MnodeSecurityConstraintEQ.m(t,MnodeCstr) +5341 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5342 +5343 * Island output +5344 o_ResPrice_TP(t,isl,resC)= IslandReserveCalculation.m(t,isl,resC); +5345 +5346 o_FIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 1) +5347 , o_ResPrice_TP(t,isl,resC) ]; +5348 +5349 o_SIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 2) +5350 , o_ResPrice_TP(t,isl,resC) ]; +5351 +5352 o_islandGen_TP(t,isl) +5353 = sum[ b $ busIsland(t,b,isl), busGeneration(t,b) ] ; +5354 +5355 o_islandClrBid_TP(t,isl) +5356 = sum[ bd $ bidIsland(t,bd,isl), PURCHASE.l(t,bd) ] ; +5357 +5358 o_islandLoad_TP(t,isl) +5359 = sum[ b $ busIsland(t,b,isl), busLoad(t,b) ] +5360 + o_islandClrBid_TP(t,isl) ; +5361 +5362 o_ResCleared_TP(t,isl,resC) = ISLANDRESERVE.l(t,isl,resC); +5363 +5364 o_FirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 1) +5365 , o_ResCleared_TP(t,isl,resC) ]; +5366 +5367 o_SirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 2) +5368 , o_ResCleared_TP(t,isl,resC) ]; +5369 +5370 o_islandBranchLoss_TP(t,isl) +5371 = sum[ (br,frB,toB) +5372 $ { ACbranch(t,br) and busIsland(t,toB,isl) +5373 and branchBusDefn(t,br,frB,toB) +5374 }, o_branchTotalLoss_TP(t,br) ] ; +5375 +5376 o_HVDCflow_TP(t,isl) +5377 = sum[ (br,frB,toB) +5378 $ { HVDClink(t,br) and busIsland(t,frB,isl) +5379 and branchBusDefn(t,br,frB,toB) +5380 }, o_branchFlow_TP(t,br) ] ; +5381 +5382 +5383 o_HVDCpoleFixedLoss_TP(t,isl) +5384 = sum[ (br,frB,toB) $ { HVDClink(t,br) and +5385 branchBusDefn(t,br,frB,toB) and +5386 ( busIsland(t,toB,isl) or +5387 busIsland(t,frB,isl) +5388 ) +5389 }, 0.5 * o_branchFixedLoss_TP(t,br) +5390 ] ; +5391 +5392 o_HVDCloss_TP(t,isl) +5393 = o_HVDCpoleFixedLoss_TP(t,isl) +5394 + sum[ (br,frB,toB) $ { HVDClink(t,br) and +5395 branchBusDefn(t,br,frB,toB) and +5396 busIsland(t,toB,isl) and +5397 (not (busIsland(t,frB,isl))) +5398 }, o_branchDynamicLoss_TP(t,br) +5399 ] ; +5400 +5401 o_HVDCreceived(t,isl) = HVDCREC.l(t,isl); +5402 +5403 o_HVDCRiskSubtractor(t,isl,resC,HVDCrisk) +5404 = RISKOFFSET.l(t,isl,resC,HVDCrisk) ; +5405 +5406 * TN - The code below is added for NMIR project ================================ +5407 o_EffectiveRes_TP(t,isl,resC,riskC) $ reserveShareEnabled(t,resC) +5408 = RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ; +5409 +5410 If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(t,resC)] then +5411 +5412 o_FirSent_TP(t,isl) +5413 = Sum[ (rd,resC) $ (ord(resC) = 1) +5414 , RESERVESHARESENT.l(t,isl,resC,rd)]; +5415 +5416 o_FirReceived_TP(t,isl) +5417 = Sum[ (rd,resC) $ (ord(resC) = 1) +5418 , RESERVESHARERECEIVED.l(t,isl,resC,rd) ]; +5419 +5420 o_FirEffectiveCE_TP(t,isl) +5421 = Smax[ (resC,riskC) +5422 $ { (ord(resC) = 1) and ContingentEvents(riskC) } +5423 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5424 +5425 o_FirEffectiveECE_TP(t,isl) +5426 = Smax[ (resC,riskC) +5427 $ { (ord(resC) = 1) and ExtendedContingentEvent(riskC) } +5428 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5429 +5430 o_FirEffReport_TP(t,isl) +5431 = Smax[ (resC,riskC) $ (ord(resC)=1) +5432 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5433 +5434 Endif; +5435 +5436 If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(t,resC)] then +5437 +5438 o_SirSent_TP(t,isl) +5439 = Sum[ (rd,resC) $ (ord(resC) = 2), +5440 RESERVESHARESENT.l(t,isl,resC,rd) ]; +5441 +5442 o_SirReceived_TP(t,isl) +5443 = Sum[ (fd,resC) $ (ord(resC) = 2), +5444 RESERVESHARERECEIVED.l(t,isl,resC,fd) ]; +5445 +5446 o_SirEffectiveCE_TP(t,isl) +5447 = Smax[ (resC,riskC) +5448 $ { (ord(resC) = 2) and ContingentEvents(riskC) } +5449 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5450 +5451 o_SirEffectiveECE_TP(t,isl) +5452 = Smax[ (resC,riskC) +5453 $ { (ord(resC) = 2) and ExtendedContingentEvent(riskC) } +5454 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5455 +5456 o_SirEffReport_TP(t,isl) +5457 = Smax[ (resC,riskC) $ (ord(resC)=2) +5458 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5459 Endif; +5460 +5461 o_TotalIslandReserve(t,isl,resC,riskC) +5462 = o_ResCleared_TP(t,isl,resC) + o_EffectiveRes_TP(t,isl,resC,riskC); +5463 +5464 +5465 * TN - The code for NMIR project end =========================================== +5466 +5467 * Additional output for audit reporting +5468 o_ACbusAngle(t,b) = ACNODEANGLE.l(t,b) ; +5469 +5470 * Check if there are non-physical losses on AC branches +5471 ManualBranchSegmentMWFlow(LossBranch(ACbranch(t,br)),los,fd) +5472 $ { ( ord(los) <= branchLossBlocks(ACbranch) ) +5473 and validLossSegment(ACbranch,los,fd) +5474 and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) +5475 } +5476 = Min[ Max( 0, +5477 [ abs(o_branchFlow_TP(t,br)) +5478 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5479 ] +5480 ), +5481 ( LossSegmentMW(ACbranch,los,fd) +5482 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5483 ) +5484 ] ; +5485 +5486 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +5487 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +5488 and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) +5489 } +5490 = Min[ Max( 0, +5491 [ abs(o_branchFlow_TP(t,br)) +5492 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5493 ] +5494 ), +5495 ( LossSegmentMW(HVDClink,los,fd) +5496 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5497 ) +5498 ] ; +5499 +5500 ManualLossCalculation(LossBranch(branch(t,br))) +5501 = sum[ (los,fd), LossSegmentFactor(branch,los,fd) +5502 * ManualBranchSegmentMWFlow(branch,los,fd) ] ; +5503 +5504 o_nonPhysicalLoss(t,br) = o_branchDynamicLoss_TP(t,br) +5505 - ManualLossCalculation(t,br) ; +5506 +5507 o_lossSegmentBreakPoint(t,br,los) +5508 = sum [ fd $ { validLossSegment(t,br,los,fd) +5509 and (ord(fd) = 1) +5510 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5511 + sum [ fd $ { validLossSegment(t,br,los,fd) +5512 and (ord(fd) = 2) +5513 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5514 ; +5515 +5516 o_lossSegmentFactor(t,br,los) +5517 = sum [ fd $ { validLossSegment(t,br,los,fd) +5518 and (ord(fd) = 1) +5519 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5520 + sum [ fd $ { validLossSegment(t,br,los,fd) +5521 and (ord(fd) = 2) +5522 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5523 ; +5524 +5525 o_PLRO_FIR_TP(t,o) $ offer(t,o) +5526 = sum[(resC,PLRO) $ (ord(resC)=1) +5527 , RESERVE.l(t,o,resC,PLRO) ] ; +5528 +5529 o_PLRO_SIR_TP(t,o) $ offer(t,o) +5530 = sum[(resC,PLRO) $ (ord(resC)=2) +5531 , RESERVE.l(t,o,resC,PLRO)] ; +5532 +5533 o_TWRO_FIR_TP(t,o) $ offer(t,o) +5534 = sum[(resC,TWRO) $ (ord(resC)=1) +5535 , RESERVE.l(t,o,resC,TWRO)] ; +5536 +5537 o_TWRO_SIR_TP(t,o) $ offer(t,o) +5538 = sum[(resC,TWRO) $ (ord(resC)=2) +5539 , RESERVE.l(t,o,resC,TWRO)] ; +5540 +5541 o_ILRO_FIR_TP(t,o) $ offer(t,o) +5542 = sum[ (resC,ILRO) $ (ord(resC)=1) +5543 , RESERVE.l(t,o,resC,ILRO)] ; +5544 +5545 o_ILRO_SIR_TP(t,o) $ offer(t,o) +5546 = sum[ (resC,ILRO) $ (ord(resC)=2) +5547 , RESERVE.l(t,o,resC,ILRO)] ; +5548 +5549 o_ILbus_FIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5550 offerNode(t,o,n) +5551 }, o_ILRO_FIR_TP(t,o) ] ; +5552 +5553 o_ILbus_SIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5554 offerNode(t,o,n) +5555 }, o_ILRO_SIR_TP(t,o) ] ; +5556 +5557 o_generationRiskLevel(t,isl,o,resC,GenRisk) +5558 = GENISLANDRISK.l(t,isl,o,resC,GenRisk) +5559 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5560 ; +5561 +5562 o_HVDCriskLevel(t,isl,resC,HVDCrisk) +5563 = ISLANDRISK.l(t,isl,resC,HVDCrisk) ; +5564 +5565 o_manuRiskLevel(t,isl,resC,ManualRisk) +5566 = ISLANDRISK.l(t,isl,resC,ManualRisk) +5567 + RESERVESHAREEFFECTIVE.l(t,isl,resC,ManualRisk) +5568 ; +5569 +5570 o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) +5571 = HVDCGENISLANDRISK.l(t,isl,o,resC,HVDCsecRisk) ; +5572 +5573 o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) +5574 = HVDCMANISLANDRISK.l(t,isl,resC,HVDCsecRisk); +5575 +5576 o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) +5577 $ islandRiskGroup(t,isl,rg,GenRisk) +5578 = GENISLANDRISKGROUP.l(t,isl,rg,resC,GenRisk) +5579 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5580 ; +5581 +5582 * FIR and SIR required based on calculations of the island risk to +5583 * overcome reporting issues of the risk setter under degenerate +5584 * conditions when reserve price = 0 - See below +5585 +5586 o_ReserveReqd_TP(t,isl,resC) +5587 = Max[ 0, +5588 smax[(o,GenRisk) , o_generationRiskLevel(t,isl,o,resC,GenRisk)], +5589 smax[ HVDCrisk , o_HVDCriskLevel(t,isl,resC,HVDCrisk) ] , +5590 smax[ ManualRisk , o_manuRiskLevel(t,isl,resC,ManualRisk) ] , +5591 smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) ] , +5592 smax[ HVDCsecRisk , o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) ] , +5593 smax[ (rg,GenRisk) , o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) ] +5594 ] ; +5595 +5596 o_FIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(t,isl,resC) ] ; +5597 o_SIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(t,isl,resC) ] ; +5598 +5599 * Summary reporting by trading period +5600 o_solveOK_TP(t) = ModelSolved ; +5601 +5602 o_systemCost_TP(t) = SYSTEMCOST.l(t) ; +5603 +5604 o_systemBenefit_TP(t) = SYSTEMBENEFIT.l(t) ; +5605 +5606 o_penaltyCost_TP(t) = SYSTEMPENALTYCOST.l(t) ; +5607 +5608 o_ofv_TP(t) = o_systemBenefit_TP(t) +5609 - o_systemCost_TP(t) +5610 - o_penaltyCost_TP(t); +5611 +5612 +5613 * Separete violation reporting at trade period level +5614 o_defGenViolation_TP(t) = sum[ b, o_busDeficit_TP(t,b) ] ; +5615 +5616 o_surpGenViolation_TP(t) = sum[ b, o_busSurplus_TP(t,b) ] ; +5617 +5618 o_surpBranchFlow_TP(t) +5619 = sum[ br$branch(t,br), SURPLUSBRANCHFLOW.l(t,br) ] ; +5620 +5621 o_defRampRate_TP(t) +5622 = sum[ o $ offer(t,o), DEFICITRAMPRATE.l(t,o) ] ; +5623 +5624 o_surpRampRate_TP(t) +5625 = sum[ o $ offer(t,o), SURPLUSRAMPRATE.l(t,o) ] ; +5626 +5627 o_surpBranchGroupConst_TP(t) +5628 = sum[ brCstr $ branchConstraint(t,brCstr) +5629 , SURPLUSBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5630 +5631 o_defBranchGroupConst_TP(t) +5632 = sum[ brCstr $ branchConstraint(t,brCstr) +5633 , DEFICITBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5634 +5635 o_defMnodeConst_TP(t) +5636 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5637 , DEFICITMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5638 +5639 o_surpMnodeConst_TP(t) +5640 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5641 , SURPLUSMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5642 +5643 o_defResv_TP(t) +5644 = sum[ (isl,resC) , o_ResViolation_TP(t,isl,resC) ] ; +5645 +5646 * Reporting at trading period end +5647 EndLoop; +5649 +5651 +5652 * End of the solve vSPD loop +5653 ] ; +5654 * End of the While loop +5655 ); +5656 +5657 +5658 * Summary reports - only applied for normal and audit vSPD run. +5660 +5661 * System level +5662 +5663 +5664 * Offer level - This does not include revenue from wind generators for +5665 * final pricing because the wind generation is netted off against load +5666 * at the particular bus for the final pricing solves +5667 +5669 +5670 +5671 * 8b. Calculating price-relating outputs -------------------------------------- +5672 +5674 loop (dt, +5675 +5676 * branch output update +5677 o_branchFromBusPrice_TP(dt,br) $ branch(dt,br) +5678 = sum[ b $ branchFrBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5679 +5680 o_branchToBusPrice_TP(dt,br) $ branch(dt,br) +5681 = sum[ b $ branchToBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5682 +5683 o_branchTotalRentals_TP(dt,br) +5684 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) >= 0) } +5685 = (intervalDuration/60) +5686 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5687 - o_branchToBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5688 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5689 ] ; +5690 +5691 o_branchTotalRentals_TP(dt,br) +5692 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) < 0) } +5693 = (intervalDuration/60) +5694 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5695 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5696 - o_branchFromBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5697 ] ; +5698 +5699 * Island output +5700 o_islandRefPrice_TP(dt,isl) +5701 = sum[ n $ { refNode(dt,n) +5702 and nodeIsland(dt,n,isl) } , o_nodePrice_TP(dt,n) ] ; +5703 ) ; +5704 +5706 * Calculating price-relating outputs end ------------------------------------- +5707 +5708 *===================================================================================== +5709 * 9. Write results to CSV report files and GDX files +5710 *===================================================================================== +5711 * TN - Pivot analysis end +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms +5713 *===================================================================================== +5714 * Name: vSPDreport.gms +5715 * Function: Creates the detailed reports for normal SPD mode +5716 * Developed by: Tuong Nguyen - Electricity Authority, New Zealand +5717 * Source: https://github.com/ElectricityAuthority/vSPD +5718 * https://www.emi.ea.govt.nz/Tools/vSPD +5719 * Contact: Forum: https://www.emi.ea.govt.nz/forum/ +5720 * Email: emi@ea.govt.nz +5721 * Last modified on: 1 Oct 2019 +5722 * +5723 *===================================================================================== +5724 +5725 * Normal vSPD run output +5726 *===================================================================================== +5727 * Writing data in to CSV result files +5728 *===================================================================================== +5729 +5730 * Trading period level report +5732 +5733 * Trading period summary result +5734 File +5735 SummaryResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv" / ; +5736 SummaryResults_TP.pc = 5 ; SummaryResults_TP.lw = 0 ; +5737 SummaryResults_TP.pw = 9999 ; SummaryResults_TP.ap = 1 ; +5738 SummaryResults_TP.nd = 5 ; SummaryResults_TP.nw = 20 ; +5739 put SummaryResults_TP ; +5740 loop( (dt,rundt), +5741 put dt.tl,rundt.tl, o_solveOK_TP(dt), o_ofv_TP(dt) +5742 o_systemCost_TP(dt), o_systemBenefit_TP(dt) +5743 o_penaltyCost_TP(dt), o_DefGenViolation_TP(dt) +5744 o_SurpGenViolation_TP(dt),o_DefResv_TP(dt),o_SurpBranchFlow_TP(dt) +5745 o_DefRampRate_TP(dt), o_SurpRampRate_TP(dt) +5746 o_DefBranchGroupConst_TP(dt), o_SurpBranchGroupConst_TP(dt) +5747 o_DefMnodeConst_TP(dt), o_SurpMnodeConst_TP(dt) / ; +5748 ) ; +5749 +5750 * Trading period island result +5751 File IslandResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv"/; +5752 IslandResults_TP.pc = 5 ; IslandResults_TP.lw = 0 ; +5753 IslandResults_TP.pw = 9999 ; IslandResults_TP.ap = 1 ; +5754 IslandResults_TP.nd = 5 ; +5755 put IslandResults_TP ; +5756 loop( (dt,rundt,isl), +5757 put dt.tl,rundt.tl, isl.tl, o_islandGen_TP(dt,isl), o_islandLoad_TP(dt,isl) +5758 o_islandClrBid_TP(dt,isl), o_islandBranchLoss_TP(dt,isl) +5759 o_HVDCFlow_TP(dt,isl), o_HVDCLoss_TP(dt,isl) +5760 o_islandRefPrice_TP(dt,isl), o_FIRReqd_TP(dt,isl) +5761 o_SIRReqd_TP(dt,isl), o_FIRPrice_TP(dt,isl)o_SIRPrice_TP(dt,isl) +5762 * NIRM output +5763 o_FirCleared_TP(dt,isl), o_SirCleared_TP(dt,isl) +5764 o_FirSent_TP(dt,isl), o_SirSent_TP(dt,isl) +5765 o_FirReceived_TP(dt,isl), o_SirReceived_TP(dt,isl) +5766 o_FirEffectiveCE_TP(dt,isl), o_SirEffectiveCE_TP(dt,isl) +5767 o_FirEffectiveECE_TP(dt,isl), o_SirEffectiveECE_TP(dt,isl) +5768 *NIRM output end +5769 / ; +5770 ) ; +5771 +5772 +5773 * Trading period bus result +5774 File BusResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BusResults_TP.csv" / ; +5775 BusResults_TP.pc = 5 ; +5776 BusResults_TP.lw = 0 ; +5777 BusResults_TP.pw = 9999 ; +5778 BusResults_TP.ap = 1 ; +5779 BusResults_TP.nd = 3 +5780 put BusResults_TP ; +5781 loop( (dt,rundt,b) $ bus(dt,b), +5782 put dt.tl,rundt.tl, b.tl, o_busGeneration_TP(dt,b), o_busLoad_TP(dt,b) +5783 o_busPrice_TP(dt,b), o_busDeficit_TP(dt,b), o_busSurplus_TP(dt,b) / ; +5784 ) ; +5785 +5786 * Trading period node result +5787 File NodeResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv" / ; +5788 NodeResults_TP.pc = 5 ; +5789 NodeResults_TP.lw = 0 ; +5790 NodeResults_TP.pw = 9999 ; +5791 NodeResults_TP.ap = 1 ; +5792 NodeResults_TP.nd = 4 ; +5793 put NodeResults_TP ; +5794 loop( (dt,rundt,n) $ node(dt,n), +5795 put dt.tl,rundt.tl, n.tl, o_nodeGeneration_TP(dt,n), o_nodeLoad_TP(dt,n) +5796 o_nodePrice_TP(dt,n), o_nodeDeficit_TP(dt,n), o_nodeSurplus_TP(dt,n) / ; +5797 ) ; +5798 +5799 * Trading period offer result +5800 File OfferResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv"/ ; +5801 OfferResults_TP.pc = 5 ; OfferResults_TP.lw = 0 ; +5802 OfferResults_TP.pw = 9999 ; OfferResults_TP.ap = 1 ; +5803 OfferResults_TP.nd = 4 ; +5804 put OfferResults_TP ; +5805 loop( (dt,rundt,o,trdr) $ { offer(dt,o) and OfferTrader(dt,o,trdr) }, +5806 put dt.tl, rundt.tl, o.tl, trdr.tl +5807 o_offerEnergy_TP(dt,o), o_offerFIR_TP(dt,o), o_offerSIR_TP(dt,o) / ; +5808 ) ; +5809 +5810 * Trading period bid result +5811 File BidResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BidResults_TP.csv" / ; +5812 BidResults_TP.pc = 5 ; BidResults_TP.lw = 0 ; +5813 BidResults_TP.pw = 9999 ; BidResults_TP.ap = 1 ; +5814 BidResults_TP.nd = 4 ; +5815 put BidResults_TP ; +5816 loop( (dt,rundt,bd,trdr) $ { bid(dt,bd) and BidTrader(dt,bd,trdr) }, +5817 put dt.tl,rundt.tl, bd.tl, trdr.tl +5818 o_bidTotalMW_TP(dt,bd), o_bidEnergy_TP(dt,bd) / ; +5819 ) ; +5820 +5821 * Trading period reserve result +5822 File +5823 ReserveResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv" / ; +5824 ReserveResults_TP.pc = 5 ; ReserveResults_TP.lw = 0 ; +5825 ReserveResults_TP.pw = 9999 ; ReserveResults_TP.ap = 1 ; +5826 ReserveResults_TP.nd = 3 ; +5827 put ReserveResults_TP ; +5828 loop( (dt,rundt,isl), +5829 put dt.tl,rundt.tl, isl.tl, o_FIRReqd_TP(dt,isl), o_SIRReqd_TP(dt,isl) +5830 o_FIRPrice_TP(dt,isl), o_SIRPrice_TP(dt,isl) +5831 o_FIRViolation_TP(dt,isl), o_SIRViolation_TP(dt,isl) / ; +5832 ) ; +5833 +5834 +5835 * Trading period risk result +5836 File riskResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv" /; +5837 riskResults_TP.pc = 5; riskResults_TP.lw = 0; +5838 riskResults_TP.pw = 9999; riskResults_TP.ap = 1 ; +5839 riskResults_TP.nd = 4 ; +5840 put riskResults_TP ; +5841 loop( (dt,rundt,isl,o,resC,GenRisk) +5842 $ (o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) <> 0), +5843 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5844 if (ContingentEvents(GenRisk), +5845 put 'CE', 'GEN' ; +5846 else +5847 put 'ECE','GEN' ; +5848 ); +5849 +5850 put o.tl, o_offerEnergy_TP(dt,o), o_offerRes_TP(dt,o,resC), FKband(dt,o) +5851 FreeReserve(dt,isl,resC,GenRisk) +5852 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5853 o_GenRiskShortfall_TP(dt,isl,o,resC,GenRisk) +5854 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5855 o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) / ; +5856 ); +5857 +5858 loop( (dt,rundt,isl,resC,HVDCRisk) +5859 $ (o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) <> 0), +5860 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5861 if (ContingentEvents(HVDCRisk), +5862 put 'CE', 'HVDC', 'HVDC'; +5863 else +5864 put 'ECE','HVDC', 'HVDC'; +5865 ); +5866 put o_HVDCreceived(dt,isl), 0, modulationRiskClass(dt,HVDCrisk) +5867 o_HVDCRiskSubtractor(dt,isl,resC,HVDCrisk) +5868 o_TotalIslandReserve(dt,isl,resC,HVDCrisk) +5869 o_HVDCRiskShortfall_TP(dt,isl,resC,HVDCrisk) +5870 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5871 o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) / ; +5872 ); +5873 +5874 loop( (dt,rundt,isl,resC,ManualRisk) +5875 $ (o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) <> 0), +5876 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5877 if (ContingentEvents(ManualRisk), +5878 put 'CE', 'MANUAL', 'MANUAL'; +5879 else +5880 put 'ECE','MANUAL', 'MANUAL'; +5881 ); +5882 put IslandMinimumRisk(dt,isl,resC,ManualRisk) , 0, 0 +5883 FreeReserve(dt,isl,resC,ManualRisk) +5884 o_TotalIslandReserve(dt,isl,resC,ManualRisk) +5885 o_ManualRiskShortfall_TP(dt,isl,resC,ManualRisk) +5886 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5887 o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) / ; +5888 ); +5889 +5890 loop( (dt,rundt,isl,rg,resC,GenRisk) +5891 $ (o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) <> 0), +5892 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5893 if (ContingentEvents(GenRisk), +5894 put 'CE', 'RISKGROUP'; +5895 else +5896 put 'ECE','RISKGROUP'; +5897 ); +5898 put rg.tl, o_groupEnergy_TP(dt,rg,GenRisk),o_groupRes_TP(dt,rg,resC,GenRisk) +5899 o_groupFKband_TP(dt,rg,GenRisk), FreeReserve(dt,isl,resC,GenRisk) +5900 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5901 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,GenRisk) +5902 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5903 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) / ; +5904 ); +5905 +5906 * Trading period branch result +5907 File +5908 BranchResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv" / ; +5909 BranchResults_TP.pc = 5 ; BranchResults_TP.lw = 0 ; +5910 BranchResults_TP.pw = 9999 ; BranchResults_TP.ap = 1 ; +5911 BranchResults_TP.nd = 5 ; +5912 put BranchResults_TP ; +5913 loop( (dt,rundt,br,frB,toB) $ branchDefn(dt,br,frB,toB), +5914 put dt.tl, rundt.tl, br.tl, frB.tl, toB.tl, o_branchFlow_TP(dt,br) +5915 o_branchCapacity_TP(dt,br), o_branchDynamicLoss_TP(dt,br) +5916 o_branchFixedLoss_TP(dt,br), o_branchFromBusPrice_TP(dt,br) +5917 o_branchToBusPrice_TP(dt,br), o_branchMarginalPrice_TP(dt,br) +5918 o_branchTotalRentals_TP(dt,br) / ; +5919 ) ; +5920 +5921 +5922 * Trading period branch constraint result +5923 File BrCstrResults_TP +5924 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv" / ; +5925 BrCstrResults_TP.pc = 5 ; BrCstrResults_TP.lw = 0 ; +5926 BrCstrResults_TP.pw = 9999 ; BrCstrResults_TP.ap = 1 ; +5927 BrCstrResults_TP.nd = 5 ; +5928 put BrCstrResults_TP ; +5929 loop( (dt,rundt,brCstr) $ branchConstraint(dt,brCstr), +5930 put dt.tl,rundt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) +5931 o_brConstraintSense_TP(dt,brCstr), o_brConstraintRHS_TP(dt,brCstr) +5932 o_brConstraintPrice_TP(dt,brCstr) / ; +5933 ) ; +5934 +5935 +5936 * Trading period market node constraint result +5937 File MnodeCstrResults_TP +5938 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv" / ; +5939 MnodeCstrResults_TP.pc = 5 ; MnodeCstrResults_TP.lw = 0 ; +5940 MnodeCstrResults_TP.pw = 9999 ; MnodeCstrResults_TP.ap = 1 ; +5941 MnodeCstrResults_TP.nd = 5 ; +5942 put MnodeCstrResults_TP ; +5943 loop( (dt,rundt,MnodeCstr) $ MnodeConstraint(dt,MnodeCstr), +5944 put dt.tl,rundt.tl, MnodeCstr.tl, o_MnodeConstraintLHS_TP(dt,MnodeCstr) +5945 o_MnodeConstraintSense_TP(dt,MnodeCstr) +5946 o_MnodeConstraintRHS_TP(dt,MnodeCstr) +5947 o_MnodeConstraintPrice_TP(dt,MnodeCstr) / ; +5948 ) ; +5949 +5951 *=============================================================================== +5952 +5953 +5954 +5955 *=============================================================================== +5956 * Audit mode reporting process +5957 *=============================================================================== +5959 *=============================================================================== +5960 *execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; +5961 +5962 +5963 +5964 +5966 +5967 +5968 * Post a progress message for use by EMI. +5969 putclose rep 'Case: PRSS_202208021530_21302022080330347_20220802153312 is complete in ',timeExec,'(secs)'/ ; +5970 putclose rep 'Case: PRSS_202208021530_21302022080330347_20220802153312 is finished in ',timeElapsed,'(secs)'/ ; +5971 +5972 * Go to the next input file +5974 +5975 * Post a progress message for use by EMI. +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 4 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Include File Summary + + + SEQ GLOBAL TYPE PARENT LOCAL FILENAME + + 1 1 INPUT 0 0 C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms + 2 2107 INCLUDE 1 40 .C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc + 3 2160 INCLUDE 1 41 .C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc + 4 2410 IF EXIST 1 290 C:\vSPD\ElectricityAuthority\Input\PRSS_202208021530_21302022080330347_20220802153312.gdx + 5 2414 GDXIN 1 294 C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx + 6 2419 GDXIN 1 299 C:\vSPD\ElectricityAuthority\Input\PRSS_202208021530_21302022080330347_20220802153312.gdx + 7 2565 IF EXIST 1 445 C:\vSPD\ElectricityAuthority\Override\.gdx + 8 3480 INCLUDE 1 1360 .C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms + 9 5712 INCLUDE 1 2776 .C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms + 10 5731 IF EXIST 9 19 .C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv + 11 5976 IF EXIST 1 2788 C:\vSPD\ElectricityAuthority\Input\PRSS_202208021530_21302022080330347_20220802153312.gdx + + +COMPILATION TIME = 0.031 SECONDS 8 MB 36.2.0 r433180e WEX-WEI +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 5 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-AUG-2022 15:30 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,736 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 55,688 +NON ZERO ELEMENTS 107,473 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.125 SECONDS 62 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-AUG-2022 15:30 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 6 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 574568452.1711 + + RESOURCE USAGE, LIMIT 1.250 3600.000 + ITERATION COUNT, LIMIT 6296 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.05 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.21 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.86 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.86sec (det. 851.83 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.22sec (det. 276.22 ticks) + + +Proven optimal solution +MIP Solution: 574568452.171125 (6296 iterations, 6 nodes) +Final Solve: 574568452.171126 (3536 iterations) + +Best possible: 574568452.171125 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 7 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-AUG-2022 16:00 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,740 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 55,693 +NON ZERO ELEMENTS 107,487 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.110 SECONDS 65 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-AUG-2022 16:00 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 8 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 574602221.1055 + + RESOURCE USAGE, LIMIT 0.953 3600.000 + ITERATION COUNT, LIMIT 5863 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.05 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.21 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.87 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.64sec (det. 814.73 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.22sec (det. 277.06 ticks) + + +Proven optimal solution +MIP Solution: 574602221.105502 (5863 iterations, 8 nodes) +Final Solve: 574602221.105501 (3423 iterations) + +Best possible: 574602221.105502 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 9 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-AUG-2022 16:30 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,739 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 55,688 +NON ZERO ELEMENTS 107,448 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.125 SECONDS 68 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-AUG-2022 16:30 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 10 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 574625724.6034 + + RESOURCE USAGE, LIMIT 0.906 3600.000 + ITERATION COUNT, LIMIT 5534 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.05 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.21 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.86 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.61sec (det. 720.85 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.20sec (det. 281.29 ticks) + + +Proven optimal solution +MIP Solution: 574625724.603389 (5534 iterations, 7 nodes) +Final Solve: 574625724.603389 (3459 iterations) + +Best possible: 574625724.603389 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED + 2 PROJECTED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 11 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-AUG-2022 17:00 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,727 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 55,688 +NON ZERO ELEMENTS 107,412 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.140 SECONDS 71 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-AUG-2022 17:00 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 12 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 574656981.0894 + + RESOURCE USAGE, LIMIT 0.891 3600.000 + ITERATION COUNT, LIMIT 5780 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.05 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.21 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.86 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.58sec (det. 698.33 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.24sec (det. 295.18 ticks) + + +Proven optimal solution +MIP Solution: 574656981.089360 (5780 iterations, 9 nodes) +Final Solve: 574656981.089360 (3529 iterations) + +Best possible: 574656981.089360 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 13 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-AUG-2022 17:30 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,723 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 55,685 +NON ZERO ELEMENTS 107,394 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.172 SECONDS 74 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-AUG-2022 17:30 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 14 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 574658835.7685 + + RESOURCE USAGE, LIMIT 0.891 3600.000 + ITERATION COUNT, LIMIT 5808 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.05 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.21 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.86 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.59sec (det. 713.93 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.20sec (det. 295.19 ticks) + + +Proven optimal solution +MIP Solution: 574658835.768465 (5808 iterations, 10 nodes) +Final Solve: 574658835.768464 (3856 iterations) + +Best possible: 574658835.768465 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 15 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-AUG-2022 18:00 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,720 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 55,682 +NON ZERO ELEMENTS 107,403 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.141 SECONDS 78 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-AUG-2022 18:00 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 16 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 574657508.2480 + + RESOURCE USAGE, LIMIT 0.985 3600.000 + ITERATION COUNT, LIMIT 6222 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.05 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.86 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.64sec (det. 768.57 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.23sec (det. 292.60 ticks) + + +Proven optimal solution +MIP Solution: 574657508.248034 (6222 iterations, 9 nodes) +Final Solve: 574657508.248034 (3702 iterations) + +Best possible: 574657508.248034 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED + 3 PROJECTED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 17 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-AUG-2022 18:30 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,720 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 55,683 +NON ZERO ELEMENTS 107,405 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.172 SECONDS 81 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-AUG-2022 18:30 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 18 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 574632892.1072 + + RESOURCE USAGE, LIMIT 0.969 3600.000 + ITERATION COUNT, LIMIT 5822 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.05 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.86 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.62sec (det. 760.85 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.22sec (det. 308.09 ticks) + + +Proven optimal solution +MIP Solution: 574632892.107180 (5822 iterations, 8 nodes) +Final Solve: 574632892.107179 (3701 iterations) + +Best possible: 574632892.107180 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED + 3 PROJECTED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 19 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-AUG-2022 19:00 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,720 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 55,686 +NON ZERO ELEMENTS 107,411 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.156 SECONDS 84 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-AUG-2022 19:00 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 20 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 574647985.5007 + + RESOURCE USAGE, LIMIT 0.938 3600.000 + ITERATION COUNT, LIMIT 5848 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.05 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.21 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.86 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.62sec (det. 788.98 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.22sec (det. 316.00 ticks) + + +Proven optimal solution +MIP Solution: 574647985.500700 (5848 iterations, 10 nodes) +Final Solve: 574647985.500700 (3982 iterations) + +Best possible: 574647985.500700 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED + 2 PROJECTED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:03 Page 21 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +E x e c u t i o n + + +**** REPORT FILE SUMMARY + +rep C:\vSPD\ElectricityAuthority\Programs\ProgressReport.txt +SummaryResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv +IslandResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv +BusResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv +NodeResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv +OfferResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv +BidResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BidResults_TP.csv +ReserveResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv +riskResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv +BranchResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv +BrCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv +MnodeCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv + + +EXECUTION TIME = 11.656 SECONDS 89 MB 36.2.0 r433180e WEX-WEI + + +USER: Single User License G210922|0002CO-GEN + Electricity Authority - Te Mana Hiko, DC5643-S4 + + +**** FILE SUMMARY + +Restart C:\vSPD\ElectricityAuthority\Programs\vSPDmodel.g00 +Input C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms +Output C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.lst diff --git a/Programs/lst/PRSS_202210101230_91302022102330479_20221010123314.lst b/Programs/lst/PRSS_202210101230_91302022102330479_20221010123314.lst new file mode 100644 index 0000000..9e508bc --- /dev/null +++ b/Programs/lst/PRSS_202210101230_91302022102330479_20221010123314.lst @@ -0,0 +1,4543 @@ +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 3 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +C o m p i l a t i o n + + + *===================================================================================== + Name: vSPDsolve.gms + Function: Establish base case and override data, prepare data, and + solve the model + Developed by: Electricity Authority, New Zealand + Source: https://github.com/ElectricityAuthority/vSPD + http://www.emi.ea.govt.nz/Tools/vSPD + Contact: Forum: http://www.emi.ea.govt.nz/forum/ + Email: emi@ea.govt.nz + Created on: 1st November 2022 for Real Time Pricing + + *===================================================================================== + + Directory of code sections in vSPDsolve.gms: + 1. Declare symbols and initialise some of them + 2. Load data from GDX file f + 3. Manage model and data compatability + 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + 5. Initialise constraint violation penalties (CVPs) + 6. The vSPD solve loop + a) Reset all sets, parameters and variables before proceeding with the next study trade period + b) Initialise current trade period and model data for the current trade period + c) Additional pre-processing on parameters and variables before model solve + d) Solve the model + e) Check if the LP results are valid + f) Resolve the model if required + g) Check for disconnected nodes and adjust prices accordingly + h) Collect and store results from the current model solve in the output (o_xxx) parameters + i) End of the solve vSPD loop + 7. vSPD scarcity pricing post-processing + 8. Write results to CSV report files and GDX files +2101 +2102 *===================================================================================== +2103 * 0. Initial setup +2104 *===================================================================================== +2105 +2106 * Include paths, settings and case name files +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc +2108 *+++ vSPD settings +++ +2111 +2112 *+++ Paths +++ +2114 +2119 +2121 +2122 +2123 *+++ Model +++ +2124 Scalar sequentialSolve / 1 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 +2125 Scalar disconnectedNodePriceCorrection / 1 / ; +2126 Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise +2127 +2128 +2129 *+++ Network +++ +2130 Scalar useACLossModel / 1 / ; +2131 Scalar useHVDCLossModel / 1 / ; +2132 Scalar useACBranchLimits / 1 / ; +2133 Scalar useHVDCBranchLimits / 1 / ; +2134 Scalar resolveCircularBranchFlows / 1 / ; +2135 Scalar resolveHVDCNonPhysicalLosses / 1 / ; +2136 Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development +2137 Scalar circularBranchFlowTolerance / 0.0001 / ; +2138 Scalar nonPhysicalLossTolerance / 1e-6 / ; +2139 Scalar useBranchFlowMIPTolerance / 1e-6 / ; +2140 +2141 +2142 *+++ Constraints +++ +2143 Scalar useReserveModel / 1 / ; +2144 Scalar suppressMixedConstraint / 0 / ; ! No longer used since Mixed MIP Constraints no longer exists +2145 Scalar mixedMIPtolerance / 1e-6 / ; +2146 +2147 +2148 *+++ Solver +++ +2149 Scalar LPtimeLimit / 3600 / ; +2150 Scalar LPiterationLimit / 2000000000 / ; +2151 Scalar MIPtimeLimit / 3600 / ; +2152 Scalar MIPiterationLimit / 2000000000 / ; +2153 Scalar MIPoptimality / 0 / ; +2156 +2157 +2158 *+++ Various switches +++ +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc +2162 +2163 * Update the ProgressReport.txt file +2164 File rep "Write to a report" /"ProgressReport.txt"/; rep.lw = 0; rep.ap = 1; +2165 putclose rep / 'Case "PRSS_202210101230_91302022102330479_20221010123314" started at: ' system.date " " system.time /; +2166 +2167 if(sequentialSolve, +2168 putclose rep 'Vectorisation is switched OFF' /; +2169 else +2170 putclose rep 'Vectorisation is switched ON' /; +2171 ) ; +2172 +2173 * Set the solver for the LP and MIP +2174 option lp = Cplex ; +2175 option mip = Cplex ; +2176 +2177 * Set profile status +2178 option profile = 0 ; +2179 +2180 * Set the solution print status in the lst file +2181 option solprint = off; +2182 +2183 * Set the column (variable) and row (equation) listing in the lst file +2184 option limcol = 0 ; +2185 option limrow = 0 ; +2186 +2187 * Declare a temporary file +2188 File temp ; +2189 +2190 * Allow empty data set declaration +2192 +2193 *===================================================================================== +2194 * 1. Declare symbols and initialise some of them +2195 *===================================================================================== +2196 +2197 Sets +2198 unsolvedDT(dt) 'Set of datetime that are not solved yet' +2199 SOS1_solve(dt) 'Flag period that is resolved using SOS1' +2200 +2201 * Unmmaped bus defificit temporary sets +2202 unmappedDeficitBus(dt,b) 'List of buses that have deficit generation (price) and are not mapped to any pnode - revisit' +2203 changedDeficitBus(dt,b) 'List of buses that have deficit generation added from unmapped deficit bus - revisit' +2204 ; +2205 +2206 Parameters +2207 * Flag to apply corresponding vSPD model +2208 VSPDModel(dt) '0=VSPD, 1=vSPD_BranchFlowMIP, 2=VSPD (last solve)' +2209 +2210 * MIP logic +2211 circularBranchFlowExist(dt,br) 'Flag to indicate if circulating branch flows exist on each branch: 1 = Yes' +2212 poleCircularBranchFlowExist(dt,pole) 'Flag to indicate if circulating branch flows exist on each an HVDC pole: 1 = Yes' +2213 +2214 * Calculated parameter used to check if non-physical loss occurs on HVDC +2215 northHVDC(dt) 'HVDC MW sent from from SI to NI' +2216 southHVDC(dt) 'HVDC MW sent from from NI to SI' +2217 nonPhysicalLossExist(dt,br) 'Flag to indicate if non-physical losses exist on branch (applied to HVDC only): 1 = Yes' +2218 manualBranchSegmentMWFlow(dt,br,los,fd) 'Manual calculation of the branch loss segment MW flow --> used to manually calculate hvdc branch losses' +2219 manualLossCalculation(dt,br) 'MW losses calculated manually from the solution for each loss branch' +2220 +2221 * Calculated parameter used to check if circular branch flow exists on each HVDC pole +2222 TotalHVDCpoleFlow(dt,pole) 'Total flow on an HVDC pole' +2223 MaxHVDCpoleFlow(dt,pole) 'Maximum flow on an HVDC pole' +2224 +2225 * Disconnected bus post-processing +2226 busGeneration(dt,b) 'MW generation at each bus for the study trade periods' +2227 busLoad(dt,b) 'MW load at each bus for the study trade periods' +2228 busPrice(dt,b) '$/MW price at each bus for the study trade periods' +2229 busDisconnected(dt,b) 'Indication if bus is disconnected or not (1 = Yes) for the study trade periods' +2230 * Unmmaped bus defificit temporary parameters +2231 temp_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2232 * TN - Replacing invalid prices after SOS1 +2233 busSOSinvalid(dt,b) 'Buses with invalid bus prices after SOS1 solve' +2234 numberofbusSOSinvalid(dt) 'Number of buses with invalid bus prices after SOS1 solve --> used to check if invalid prices can be improved (numberofbusSOSinvalid reduces after each iteration)' +2235 * System loss calculated by SPD for RTD run +2236 SPDLoadCalcLosses(dt,isl) 'Island losses calculated by SPD in the first solve to adjust demand' +2237 ; +2238 +2239 Parameters +2240 * Dispatch results for reporting - Trade period level - Island output +2241 o_islandGen_TP(dt,isl) 'Island MW generation for the different time periods' +2242 o_islandLoad_TP(dt,isl) 'Island MW fixed load for the different time periods' +2243 o_islandClrBid_TP(dt,isl) 'Island cleared MW bid for the different time periods' +2244 o_islandBranchLoss_TP(dt,isl) 'Intra-island branch losses for the different time periods (MW)' +2245 o_islandRefPrice_TP(dt,isl) 'Reference prices in each island ($/MWh)' +2246 +2247 o_HVDCflow_TP(dt,isl) 'HVDC flow from each island (MW)' +2248 o_HVDCloss_TP(dt,isl) 'HVDC losses (MW)' +2249 o_HVDCpoleFixedLoss_TP(dt,isl) 'Fixed loss on inter-island HVDC (MW)' +2250 o_HVDCreceived(dt,isl) 'Energy Recevied from HVDC into an island' +2251 o_HVDCRiskSubtractor(dt,isl,resC,riskC) 'OutPut HVDC risk subtractor' +2252 +2253 o_busGeneration_TP(dt,b) 'Output MW generation at each bus for the different time periods' +2254 o_busLoad_TP(dt,b) 'Output MW load at each bus for the different time periods' +2255 o_busPrice_TP(dt,b) 'Output $/MW price at each bus for the different time periods' +2256 o_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2257 o_busSurplus_TP(dt,b) 'Bus surplus violation for each trade period' +2258 +2259 o_branchFromBusPrice_TP(dt,br) 'Output from bus price ($/MW) for branch reporting' +2260 o_branchToBusPrice_TP(dt,br) 'Output to bus price ($/MW) for branch reporting' +2261 o_branchMarginalPrice_TP(dt,br) 'Output marginal branch constraint price ($/MW) for branch reporting' +2262 o_branchFlow_TP(dt,br) 'Output MW flow on each branch for the different time periods' +2263 o_branchDynamicLoss_TP(dt,br) 'Output MW dynamic loss on each branch for the different time periods' +2264 o_branchTotalLoss_TP(dt,br) 'Output MW total loss on each branch for the different time periods' +2265 o_branchFixedLoss_TP(dt,br) 'Output MW fixed loss on each branch for the different time periods' +2266 o_branchTotalRentals_TP(dt,br) 'Output $ rentals on transmission branches using total (dynamic + fixed) for the different time periods' +2267 o_branchCapacity_TP(dt,br) 'Output MW branch capacity for branch reporting' +2268 +2269 o_ACbranchTotalRentals(dt) 'FTR rental - Total AC rental by trading period' +2270 o_ACbranchLossMW(dt,br,los) 'FTR rental - MW element of the loss segment curve in MW' +2271 o_ACbranchLossFactor(dt,br,los) 'FTR rental Loss factor element of the loss segment curve applied to' +2272 +2273 o_offerEnergy_TP(dt,o) 'Output MW cleared for each energy offer for each trade period' +2274 o_offerRes_TP(dt,o,resC) 'Output MW cleared for each reserve offer for each trade period' +2275 o_offerFIR_TP(dt,o) 'Output MW cleared for FIR for each trade period' +2276 o_offerSIR_TP(dt,o) 'Output MW cleared for SIR for each trade period' +2277 +2278 o_groupEnergy_TP(dt,rg,riskC) 'Output MW cleared for risk group for each trade period' +2279 o_groupFKband_TP(dt,rg,riskC) 'Output FK band MW applied for risk group for each trade period' +2280 o_groupRes_TP(dt,rg,resC,riskC) 'Output reserve MW cleared for risk group for each trade period' +2281 +2282 o_bidEnergy_TP(dt,bd) 'Output MW cleared for each energy bid for each trade period' +2283 o_bidTotalMW_TP(dt,bd) 'Output total MW bidded for each energy bid for each trade period' +2284 +2285 o_ReserveReqd_TP(dt,isl,resC) 'Output MW required for each reserve class in each trade period' +2286 o_FIRreqd_TP(dt,isl) 'Output MW required FIR for each trade period' +2287 o_SIRreqd_TP(dt,isl) 'Output MW required SIR for each trade period' +2288 o_ResCleared_TP(dt,isl,resC) 'Reserve cleared from an island for each trade period' +2289 o_FIRcleared_TP(dt,isl) 'Output - total FIR cleared by island' +2290 o_SIRcleared_TP(dt,isl) 'Output - total SIR cleared by island' +2291 o_ResPrice_TP(dt,isl,resC) 'Output $/MW price for each reserve classes for each trade period' +2292 o_FIRprice_TP(dt,isl) 'Output $/MW price for FIR reserve classes for each trade period' +2293 o_SIRprice_TP(dt,isl) 'Output $/MW price for SIR reserve classes for each trade period' +2294 +2295 o_GenRiskPrice_TP(dt,isl,o,resC,riskC) 'Output Gen risk marginal prices' +2296 o_HVDCSecRiskPrice_TP(dt,isl,o,resC,riskC) 'Output HVDC risk marginal prices' +2297 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,riskC) 'Output risk group marginal prices' +2298 o_HVDCRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2299 o_ManualRiskPrice_TP(dt,isl,resC,riskC) 'Output Manual risk marginal prices' +2300 o_HVDCSecManualRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2301 +2302 o_GenRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output Gen risk shortfall' +2303 o_HVDCSecRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output HVDC risk shortfall' +2304 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,riskC) 'Output risk group shortfall' +2305 o_HVDCRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2306 o_ManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output Manual risk shortfall' +2307 o_HVDCSecManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2308 +2309 o_ResViolation_TP(dt,isl,resC) 'Violation MW for each reserve classes for each trade period' +2310 o_FIRviolation_TP(dt,isl) 'Violation MW for FIR reserve classes for each trade period' +2311 o_SIRviolation_TP(dt,isl) 'Violation MW for SIR reserve classes for each trade period' +2312 +2313 o_nodeGeneration_TP(dt,n) 'Ouput MW generation at each node for the different time periods' +2314 o_nodeLoad_TP(dt,n) 'Ouput MW load at each node for the different time periods' +2315 o_nodePrice_TP(dt,n) 'Output $/MW price at each node for the different time periods' +2316 o_nodeDeficit_TP(dt,n) 'Output node deficit violation for each trade period' +2317 o_nodeSurplus_TP(dt,n) 'Output node surplus violation for each trade period' +2318 o_nodeDead_TP(dt,n) 'Define if a Node (Pnode) is dead' +2319 o_nodeDeadPrice_TP(dt,n) 'Flag to check if a dead Node has valid price' +2320 o_nodeDeadPriceFrom_TP(dt,n,n1) 'Flag to show which price node the price of the dead node come from' +2321 * Security constraint data +2322 o_brConstraintSense_TP(dt,brCstr) 'Branch constraint sense for each output report' +2323 o_brConstraintLHS_TP(dt,brCstr) 'Branch constraint LHS for each output report' +2324 o_brConstraintRHS_TP(dt,brCstr) 'Branch constraint RHS for each output report' +2325 o_brConstraintPrice_TP(dt,brCstr) 'Branch constraint price for each output report' +2326 * Mnode constraint data +2327 o_MnodeConstraintSense_TP(dt,MnodeCstr) 'Market node constraint sense for each output report' +2328 o_MnodeConstraintLHS_TP(dt,MnodeCstr) 'Market node constraint LHS for each output report' +2329 o_MnodeConstraintRHS_TP(dt,MnodeCstr) 'Market node constraint RHS for each output report' +2330 o_MnodeConstraintPrice_TP(dt,MnodeCstr) 'Market node constraint price for each output report' +2331 * TradePeriod summary report +2332 o_solveOK_TP(dt) 'Solve status for summary report (1=OK)' +2333 o_systemCost_TP(dt) 'System cost for summary report' +2334 o_systemBenefit_TP(dt) 'System benefit of cleared bids for summary report' +2335 o_ofv_TP(dt) 'Objective function value for summary report' +2336 o_penaltyCost_TP(dt) 'Penalty cost for summary report' +2337 o_defGenViolation_TP(dt) 'Deficit generation violation for summary report' +2338 o_surpGenViolation_TP(dt) 'Surplus generaiton violation for summary report' +2339 o_surpBranchFlow_TP(dt) 'Surplus branch flow violation for summary report' +2340 o_defRampRate_TP(dt) 'Deficit ramp rate violation for summary report' +2341 o_surpRampRate_TP(dt) 'Surplus ramp rate violation for summary report' +2342 o_surpBranchGroupConst_TP(dt) 'Surplus branch group constraint violation for summary report' +2343 o_defBranchGroupConst_TP(dt) 'Deficit branch group constraint violation for summary report' +2344 o_defMnodeConst_TP(dt) 'Deficit market node constraint violation for summary report' +2345 o_surpMnodeConst_TP(dt) 'Surplus market node constraint violation for summary report' +2346 o_defResv_TP(dt) 'Deficit reserve violation for summary report' +2347 +2348 * Factor to prorate the deficit and surplus at the nodal level +2349 totalBusAllocation(dt,b) 'Total allocation of nodes to bus' +2350 busNodeAllocationFactor(dt,b,n) 'Bus to node allocation factor' +2351 +2352 * Audit - extra output declaration +2353 o_lossSegmentBreakPoint(dt,br,los) 'Audit - loss segment MW' +2354 o_lossSegmentFactor(dt,br,los) 'Audit - loss factor of each loss segment' +2355 o_ACbusAngle(dt,b) 'Audit - bus voltage angle' +2356 o_nonPhysicalLoss(dt,br) 'Audit - non physical loss' +2357 +2358 o_ILRO_FIR_TP(dt,o) 'Audit - ILRO FIR offer cleared (MWh)' +2359 o_ILRO_SIR_TP(dt,o) 'Audit - ILRO SIR offer cleared (MWh)' +2360 o_ILbus_FIR_TP(dt,b) 'Audit - ILRO FIR cleared at bus (MWh)' +2361 o_ILbus_SIR_TP(dt,b) 'Audit - ILRO SIR cleared at bus (MWh)' +2362 o_PLRO_FIR_TP(dt,o) 'Audit - PLRO FIR offer cleared (MWh)' +2363 o_PLRO_SIR_TP(dt,o) 'Audit - PLRO SIR offer cleared (MWh)' +2364 o_TWRO_FIR_TP(dt,o) 'Audit - TWRO FIR offer cleared (MWh)' +2365 o_TWRO_SIR_TP(dt,o) 'Audit - TWRO SIR offer cleared (MWh)' +2366 +2367 o_generationRiskLevel(dt,isl,o,resC,riskC) 'Audit - generation risk' +2368 +2369 o_HVDCriskLevel(dt,isl,resC,riskC) 'Audit - DCCE and DCECE risk' +2370 +2371 o_manuRiskLevel(dt,isl,resC,riskC) 'Audit - manual risk' +2372 +2373 o_genHVDCriskLevel(dt,isl,o,resC,riskC) 'Audit - generation + HVDC secondary risk' +2374 +2375 o_manuHVDCriskLevel(dt,isl,resC,riskC) 'Audit - manual + HVDC secondary' +2376 +2377 o_generationRiskGroupLevel(dt,isl,rg,resC,riskC) 'Audit - generation group risk' +2378 +2379 +2380 * TN - output parameters added for NMIR project -------------------------------- +2381 o_FirSent_TP(dt,isl) 'FIR export from an island for each trade period' +2382 o_SirSent_TP(dt,isl) 'SIR export from an island for each trade period' +2383 o_FirReceived_TP(dt,isl) 'FIR received at an island for each trade period' +2384 o_SirReceived_TP(dt,isl) 'SIR received at an island for each trade period' +2385 o_FirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2386 o_SirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2387 o_EffectiveRes_TP(dt,isl,resC,riskC) 'Effective reserve share to an island for each trade period' +2388 o_FirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2389 o_SirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2390 o_FirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2391 o_SirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2392 +2393 o_TotalIslandReserve(dt,isl,resC,riskC) 'Total Reserve cleared in a island including shared Reserve' +2394 * TN - output parameters added for NMIR project end ---------------------------- +2395 ; +2396 +2397 Scalars +2398 modelSolved 'Flag to indicate if the model solved successfully (1 = Yes)' / 0 / +2399 LPmodelSolved 'Flag to indicate if the final LP model (when MIP fails) is solved successfully (1 = Yes)' / 0 / +2400 exitLoop 'Flag to exit solve loop' / 0 / +2401 ; +2402 +2403 +2404 +2405 *===================================================================================== +2406 * 2. Load data from GDX file +2407 *===================================================================================== +2408 +2409 * If input file does not exist then go to the next input file +2411 +2412 * Load trading period to be solved +GDXIN C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx +--- LOAD tp = 1:i_TradePeriod +--- LOAD dt = 2:i_DateTime +--- LOAD dt2tp = 3:i_DateTimeTradePeriod +2417 +2418 * Call the GDX routine and load the input data: +GDXIN C:\vSPD\ElectricityAuthority\Input\PRSS_202210101230_91302022102330479_20221010123314.gdx +2420 * Sets +--- LOAD caseName = 1:caseName +--- LOAD rundt = 3:i_runDateTime +--- LOAD b = 10:i_bus +--- LOAD n = 9:i_node +--- LOAD o = 36:i_Offer +--- LOAD bd = 48:i_bid +--- LOAD trdr = 35:i_Trader +--- LOAD br = 19:i_branch +--- LOAD brCstr = 26:i_branchConstraint +--- LOAD MnodeCstr = 29:i_MnodeConstraint +--- LOAD node = 11:i_dateTimeNode +--- LOAD bus = 12:i_dateTimeBus +--- LOAD node2node = 18:i_dateTimeNodeToNode +--- LOAD offerTrader = 37:i_dateTimeOfferTrader +--- LOAD offerNode = 38:i_dateTimeOfferNode +--- LOAD bidTrader = 49:i_dateTimeBidTrader +--- LOAD bidNode = 50:i_dateTimeBidNode +--- LOAD nodeBus = 14:i_dateTimeNodeBus +--- LOAD busIsland = 16:i_dateTimeBusIsland +--- LOAD branchDefn = 20:i_dateTimeBranchDefn +--- LOAD riskGenerator = 54:i_dateTimeRiskGenerator +--- LOAD primarySecondaryOffer = 47:i_dateTimePrimarySecondaryOffer +--- LOAD dispatchableBid = 52:i_dateTimeDispatchableBid +--- LOAD rg = 73:i_riskGroup +--- LOAD riskGroupOffer = 74:i_dateTimeRiskGroup +2438 +2439 * Parameters +--- LOAD gdxDate = 2:gdxDate +--- MERGE intervalDuration = 7:i_intervalLength +--- LOAD offerParameter = 39:i_dateTimeOfferParameter +--- LOAD energyOffer = 40:i_dateTimeEnergyOffer +--- LOAD fastPLSRoffer = 42:i_dateTimeFastPLSRoffer +--- LOAD sustainedPLSRoffer = 41:i_dateTimeSustainedPLSRoffer +--- LOAD fastTWDRoffer = 44:i_dateTimeFastTWDRoffer +--- LOAD sustainedTWDRoffer = 43:i_dateTimeSustainedTWDRoffer +--- LOAD fastILRoffer = 46:i_dateTimeFastILRoffer +--- LOAD sustainedILRoffer = 45:i_dateTimeSustainedILRoffer +2449 +--- LOAD energyBid = 51:i_dateTimeEnergyBid +--- LOAD nodeDemand = 53:i_dateTimeNodeDemand +2452 +--- LOAD refNode = 13:i_dateTimeReferenceNode +--- LOAD HVDCBranch = 21:i_dateTimeHVDCBranch +--- LOAD branchParameter = 22:i_dateTimeBranchParameter +--- LOAD branchCapacity = 23:i_dateTimeBranchCapacity +--- LOAD branchOpenStatus = 24:i_dateTimeBranchOpenStatus +--- LOAD nodeBusAllocationFactor = 15:i_dateTimeNodeBusAllocationFactor +--- LOAD busElectricalIsland = 17:i_dateTimeBusElectricalIsland +2460 +--- LOAD riskParameter = 55:i_dateTimeRiskParameter +--- LOAD islandMinimumRisk = 56:i_dateTimeManualRisk +--- LOAD HVDCSecRiskEnabled = 57:i_dateTimeHVDCSecRiskEnabled +--- LOAD HVDCSecRiskSubtractor = 58:i_dateTimeHVDCSecRiskSubtractor +--- LOAD reserveMaximumFactor = 59:i_dateTimeReserveMaximumFactor +2466 +--- LOAD branchCstrFactors = 27:i_dateTimeBranchConstraintFactors +--- LOAD branchCstrRHS = 28:i_dateTimeBranchConstraintRHS +--- LOAD mnCstrEnrgFactors = 30:i_dateTimeMNCnstrEnrgFactors +--- LOAD mnCnstrResrvFactors = 31:i_dateTimeMNCnstrResrvFactors +--- LOAD mnCnstrEnrgBidFactors = 32:i_dateTimeMNCnstrEnrgBidFactors +--- LOAD mnCnstrResrvBidFactors = 33:i_dateTimeMNCnstrResrvBidFactors +--- LOAD mnCnstrRHS = 34:i_dateTimeMNCnstrRHS +2474 +2475 * National market for IR effective date 20 Oct 2016 +--- LOAD reserveRoundPower = 60:i_dateTimeReserveRoundPower +--- LOAD reserveShareEnabled = 61:i_dateTimeReserveSharing +--- LOAD modulationRiskClass = 62:i_dateTimeModulationRisk +--- LOAD roundPower2MonoLevel = 63:i_dateTimeRoundPower2Mono +--- LOAD bipole2MonoLevel = 64:i_dateTimeBipole2Mono +--- LOAD MonopoleMinimum = 65:i_dateTimeReserveSharingPoleMin +--- LOAD HVDCControlBand = 66:i_dateTimeHVDCcontrolBand +--- LOAD HVDClossScalingFactor = 67:i_dateTimeHVDClossScalingFactor +--- LOAD sharedNFRFactor = 68:i_dateTimeSharedNFRfactor +--- LOAD sharedNFRLoadOffset = 70:i_dateTimeSharedNFRLoadOffset +--- LOAD effectiveFactor = 69:i_dateTimeReserveEffectiveFactor +--- LOAD RMTReserveLimitTo = 71:i_dateTimeRMTreserveLimit +--- LOAD rampingConstraint = 72:i_dateTimeRampingConstraint +2489 +2490 *Real Time Pricing Project +--- MERGE studyMode = 75:i_studyMode +--- LOAD useGenInitialMW = 76:i_dateTimeUseGenInitialMW +--- LOAD runEnrgShortfallTransfer = 77:i_dateTimeRunEnrgShortfallTransfer +--- LOAD runPriceTransfer = 78:i_dateTimeRunPriceTransfer +--- LOAD replaceSurplusPrice = 79:i_dateTimeReplaceSurplusPrice +--- LOAD rtdIgIncreaseLimit = 80:i_dateTimeRtdIgIncreaseLimit +--- LOAD useActualLoad = 81:i_dateTimeUseActualLoad +--- LOAD dontScaleNegativeLoad = 82:i_dateTimeDontScaleNegativeLoad +--- LOAD inputInitialLoad = 83:i_dateTimeInputInitialLoad +--- LOAD conformingFactor = 84:i_dateTimeConformingFactor +--- LOAD nonConformingLoad = 85:i_dateTimeNonConformingLoad +--- LOAD loadIsOverride = 86:i_dateTimeLoadIsOverride +--- LOAD loadIsBad = 87:i_dateTimeLoadIsBad +--- LOAD loadIsNCL = 88:i_dateTimeLoadIsNCL +--- LOAD maxLoad = 89:i_dateTimeMaxLoad +--- LOAD instructedloadshed = 90:i_dateTimeInstructedLoadShed +--- LOAD instructedshedactive = 91:i_dateTimeInstructedShedActive +--- LOAD islandMWIPS = 92:i_dateTimeIslandMWIPS +--- LOAD islandPDS = 93:i_dateTimeIslandPDS +--- LOAD islandLosses = 94:i_dateTimeIslandLosses +2511 +--- LOAD energyScarcityEnabled = 96:i_dateTimeEnergyScarcityEnabled +--- LOAD reserveScarcityEnabled = 97:i_dateTimeReserveScarcityEnabled +--- LOAD scarcityEnrgNationalFactor = 98:i_dateTimeScarcityEnrgNationalFactor +--- LOAD scarcityEnrgNationalPrice = 99:i_dateTimeScarcityEnrgNationalPrice +--- LOAD scarcityEnrgNodeFactor = 100:i_dateTimeScarcityEnrgNodeFactor +--- LOAD scarcityEnrgNodeFactorPrice = 101:i_dateTimeScarcityEnrgNodeFactorPrice +--- LOAD scarcityEnrgNodeLimit = 102:i_dateTimeScarcityEnrgNodeLimit +--- LOAD scarcityEnrgNodeLimitPrice = 103:i_dateTimeScarcityEnrgNodeLimitPrice +--- LOAD scarcityResrvIslandLimit = 104:i_dateTimeScarcityResrvIslandLimit +--- LOAD scarcityResrvIslandPrice = 105:i_dateTimeScarcityResrvIslandPrice +2523 +2524 *=============================================================================== +2525 * 3. Manage model and data compatability +2526 *=============================================================================== +2527 * This section manages the changes to model flags to ensure backward +2528 * compatibility given changes in the SPD model formulation over time: +2529 * Ex: some data (sets) only starting to exist at certain time and we need to use +2530 * GDX time to check if we can load that data (set) from gdx. +2531 +2532 * Gregorian date of when symbols have been included into the GDX files +2533 Scalars inputGDXGDate 'Gregorian date of input GDX file' ; +2534 inputGDXGDate = jdate(gdxDate('year'),gdxDate('month'),gdxDate('day')); +2535 +2536 * The code below is for example and not currently used + put_utility temp 'gdxin' / '%inputPath%\%GDXname%.gdx' ; + if (inputGDXGDate >= jdate(2022,11,1) or sum[sameas(caseName,testCases),1] , + execute_load + energyScarcityEnabled = i_energyScarcityEnabled + ; + ) ; + $oftext + + + *===================================================================================== + * 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + *===================================================================================== + + $ontext + - At this point, vSPDoverrides.gms is included into vSPDsolve.gms if an override + file defined by the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. + - All override data symbols have the characters 'Ovrd' appended to the original + symbol name. After declaring the override symbols, the override data is + installed and the original symbols are overwritten. + - Note that the Excel interface permits a limited number of input data symbols + to be overridden. The EMI interface will create a GDX file of override values + for all data inputs to be overridden. If operating in standalone mode, + overrides can be installed by any means the user prefers - GDX file, $include + file, hard-coding, etc. But it probably makes sense to mimic the GDX file as + used by EMI. +2564 +2566 +2567 +2568 *=============================================================================== +2569 * 5. Initialise model mapping and inputs +2570 *=============================================================================== +2572 +2573 * Check if NMIR is enabled +2574 UseShareReserve = 1 $ sum[ (dt,resC), reserveShareEnabled(dt,resC)] ; +2575 +2576 * Pre-dispatch schedule is solved sequentially +2577 sequentialSolve $ { (studyMode >= 130) and (studyMode <= 133) } = 1 ; +2578 sequentialSolve $ sum[dt, useGenInitialMW(dt)] = 1; +2579 sequentialSolve $ UseShareReserve = 1; +2580 +2581 +2582 +2583 * Initialise genrating offer parameters ---------------------------------------- +2584 GenerationStart(dt,o) = offerParameter(dt,o,'initialMW') +2585 + sum[ o1 $ primarySecondaryOffer(dt,o,o1) +2586 , offerParameter(dt,o1,'initialMW') ] ; +2587 * if useGenIntitialMW = 1 --> sequential solve like PRSS, NRSS +2588 GenerationStart(dt,o) $ { (useGenInitialMW(dt) = 1) and (ord(dt) > 1) } = 0; +2589 +2590 RampRateUp(dt,o) = offerParameter(dt,o,'rampUpRate') ; +2591 RampRateDn(dt,o) = offerParameter(dt,o,'rampDnRate') ; +2592 ReserveGenerationMaximum(dt,o) = offerParameter(dt,o,'resrvGenMax') ; +2593 WindOffer(dt,o) = offerParameter(dt,o,'isIG') ; +2594 FKband(dt,o) = offerParameter(dt,o,'FKbandMW') ; +2595 PriceResponsive(dt,o) = offerParameter(dt,o,'isPriceResponse') ; +2596 PotentialMW(dt,o) = offerParameter(dt,o,'potentialMW') ; +2597 +2598 * This is based on the 4.6.2.1 calculation + For generators in the PRICERESPONSIVEIG subset, if the PotentialMWg value is + less than ReserveGenerationMaximumg,c then pre-processing sets the + ReserveGenerationMaximumg,c parameter to the PotentialMWg value, otherwise if + the PotentialMWg value is greater than or equal to the + ReserveGenerationMaximumg,c then the ReserveGenerationMaximumg,c + value is unchanged + Tuong note: this does not seems to make saense and be used. +2608 reserveMaximumFactor(dt,o,resC) +2609 $ { windOffer(dt,o) and priceResponsive(dt,o) and( potentialMW(dt,o) > 0) +2610 and (potentialMW(dt,o) < ReserveGenerationMaximum(dt,o)) } +2611 = ReserveGenerationMaximum(dt,o) / potentialMW(dt,o) ; +2612 *------------------------------------------------------------------------------- +2613 +2614 +2615 * Initialise offer limits and prices ------------------------------------------- +2616 +2617 * Initialise energy offer data for the current trade period start +2618 EnrgOfrMW(dt,o,blk) = energyOffer(dt,o,blk,'limitMW') ; +2619 EnrgOfrPrice(dt,o,blk) = energyOffer(dt,o,blk,'price') ; +2620 +2621 * Initialise reserve offer data for the current trade period start +2622 PLRO(resT) $ (ord(resT) = 1) = yes ; +2623 TWRO(resT) $ (ord(resT) = 2) = yes ; +2624 ILRO(resT) $ (ord(resT) = 3) = yes ; +2625 +2626 ResOfrPct(dt,o,blk,resC) +2627 = (fastPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 1 ) +2628 + (sustainedPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 2 ); +2629 +2630 ResOfrMW(dt,o,blk,resC,PLRO) +2631 = fastPLSRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2632 + sustainedPLSRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2633 +2634 ResOfrMW(dt,o,blk,resC,TWRO) +2635 = fastTWDRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2636 + sustainedTWDRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2637 +2638 ResOfrMW(dt,o,blk,resC,ILRO) +2639 = fastILRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2640 + sustainedILRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2641 +2642 ResOfrPrice(dt,o,blk,resC,PLRO) +2643 = fastPLSRoffer(dt,o,blk,'price') $(ord(resC)=1) +2644 + sustainedPLSRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2645 +2646 ResOfrPrice(dt,o,blk,resC,TWRO) +2647 = fastTWDRoffer(dt,o,blk,'price') $(ord(resC)=1) +2648 + sustainedTWDRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2649 +2650 ResOfrPrice(dt,o,blk,resC,ILRO) +2651 = fastILRoffer(dt,o,blk,'price') $(ord(resC)=1) +2652 + sustainedILRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2653 *------------------------------------------------------------------------------- +2654 +2655 +2656 * Define valid offers and valid offer block ------------------------------------ +2657 +2658 * Valid offer must be mapped to a bus with electrical island <> 0 +2659 offer(dt,o) $ sum[ (n,b) $ { offerNode(dt,o,n) and nodeBus(dt,n,b) +2660 }, busElectricalIsland(dt,b) ] = yes ; +2661 +2662 * IL offer with non zero total limit is always valid +2663 offer(dt,o) $ sum[ (blk,resC,ILRO), ResOfrMW(dt,o,blk,resC,ILRO)] = yes ; +2664 +2665 * Valid energy offer blocks are defined as those with a positive block limit +2666 genOfrBlk(dt,o,blk) $ ( EnrgOfrMW(dt,o,blk) > 0 ) = yes ; +2667 +2668 * Define set of positive (valid) energy offers +2669 posEnrgOfr(dt,o) $ sum[ blk $ genOfrBlk(dt,o,blk), 1 ] = yes ; +2670 +2671 * Only reserve offer block with a positive block limit is valid +2672 resOfrBlk(dt,o,blk,resC,resT) $ (ResOfrMW(dt,o,blk,resC,resT) > 0) = yes ; +2673 *------------------------------------------------------------------------------- +2674 +2675 +2676 * Initialise bid limits and prices --------------------------------------------- +2677 +2678 * Valid bid must be mapped to a bus with electrical island <> 0 +2679 bid(dt,bd) $ sum[ (n,b) $ { bidNode(dt,bd,n) and nodeBus(dt,n,b) +2680 }, busElectricalIsland(dt,b) ] = yes ; +2681 * Bid energy data +2682 DemBidMW(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'limitMW') ; +2683 DemBidPrice(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'price') ; +2684 * Valid Demand Bid Block +2685 DemBidBlk(bid,blk) $ ( DemBidMW(bid,blk) <> 0 ) = yes ; +2686 *------------------------------------------------------------------------------- +2687 +2688 +2689 * Initialise mappings to use in later stage ------------------------------------ +2690 +2691 nodeIsland(dt,n,isl) $ sum[ b $ { bus(dt,b) and node(dt,n) +2692 and nodeBus(dt,n,b) and busIsland(dt,b,isl) }, 1 +2693 ] = yes ; +2694 offerIsland(offer(dt,o),isl) +2695 $ sum[ n $ { offerNode(dt,o,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2696 +2697 bidIsland(bid(dt,bd),isl) +2698 $ sum[ n $ { bidNode(dt,bd,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2699 +2700 islandRiskGenerator(dt,isl,o) +2701 $ { offerIsland(dt,o,isl) and riskGenerator(dt,o) } = yes ; +2702 +2703 +2704 * Identification of primary and secondary units +2705 PrimaryOffer(dt,o) = 1 ; +2706 SecondaryOffer(dt,o) = 1 $ sum[ o1 $ primarySecondaryOffer(dt,o1,o), 1 ] ; +2707 PrimaryOffer(dt,o) $ SecondaryOffer(dt,o) = 0 ; +2708 *------------------------------------------------------------------------------- +2709 +2710 +2711 * Initialise demand/bid data --------------------------------------------------- +2712 RequiredLoad(node) = nodeDemand(node) ; +2713 +2714 * 4.9.2 Dispatchable Pnodes + If the Pnode associated with a Dispatchable Demand Bid is not a dead Pnode then + PnodeRequiredLoadpn is set to zero. The Pnode load will be determined by + clearing the Pnode's Dispatchable Demand Bid when the LP Model is solved. +2720 RequiredLoad(node(dt,n)) +2721 $ { Sum[ (bd,blk) $ bidNode(dt,bd,n), DemBidMW(dt,bd,blk) ] > 0 } = 0; +2722 +2723 +2724 +2725 * 4.10 Real Time Pricing - First RTD load calculation +2726 if studyMode = 101 or studyMode = 201 then +2727 +2728 * Calculate first target total load [4.10.6.5] +2729 * Island-level MW load forecast. For the fist loop: +2730 * replace LoadCalcLosses(dt,isl) = islandLosses(dt,isl); +2731 TargetTotalLoad(dt,isl) = islandMWIPS(dt,isl) +2732 + islandPDS(dt,isl) +2733 - islandLosses(dt,isl); +2734 +2735 * Flag if estimate load is scalable [4.10.6.7] +2736 * Binary value. If True then ConformingFactor load MW will be scaled in order +2737 * to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +2738 * assigned directly to EstimatedInitialLoad +2739 EstLoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2740 and (ConformingFactor(dt,n) > 0) } ; +2741 +2742 * Calculate estimate non-scalable load [4.10.6.8] +2743 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for +2744 * a conforming Pnode this will be the ConformingFactor MW input if that value +2745 * is negative, otherwise it will be zero +2746 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 1 ) = NonConformingLoad(dt,n); +2747 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 0 ) = ConformingFactor(dt,n); +2748 EstNonScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = 0; +2749 +2750 * Calculate estimate scalable load [4.10.6.10] +2751 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +2752 * this value will be the ConformingFactor if it is non-negative, otherwise +2753 * this value will be zero' +2754 EstScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = ConformingFactor(dt,n); +2755 +2756 +2757 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +2758 * in order to calculate EstimatedInitialLoad +2759 EstScalingFactor(dt,isl) +2760 = (islandMWIPS(dt,isl) - islandLosses(dt,isl) +2761 - Sum[ n $ nodeIsland(dt,n,isl), EstNonScalableLoad(dt,n) ] +2762 ) / Sum[ n $ nodeIsland(dt,n,isl), EstScalableLoad(dt,n) ] +2763 +2764 ; +2765 +2766 * Calculate estimate initial load [4.10.6.6] +2767 * Calculated estimate of initial MW load, available to be used as an +2768 * alternative to InputInitialLoad +2769 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) +2770 = ConformingFactor(dt,n) * Sum[ isl $ nodeisland(dt,n,isl) +2771 , EstScalingFactor(dt,isl)] ; +2772 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 0 ) +2773 = EstNonScalableLoad(dt,n); +2774 +2775 * Calculate initial load [4.10.6.2] +2776 * Value that represents the Pnode load MW at the start of the solution +2777 * interval. Depending on the inputs this value will be either actual load, +2778 * an operator applied override or an estimated initial load +2779 InitialLoad(dt,n) = InputInitialLoad(dt,n); +2780 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 0) +2781 and ( (useActualLoad(dt) = 0) or (LoadIsBad(dt,n) = 1) ) +2782 } = EstimatedInitialLoad(dt,n) ; +2783 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 1) +2784 and (useActualLoad(dt) = 1) +2785 and (InitialLoad(dt,n) > MaxLoad(dt,n)) +2786 } = MaxLoad(dt,n) ; +2787 +2788 * Flag if load is scalable [4.10.6.4] +2789 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +2790 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +2791 * assigned to RequiredLoad +2792 LoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2793 and (LoadIsOverride(dt,n) = 0) +2794 and (InitialLoad(dt,n) >= 0) } ; +2795 +2796 * Calculate Island-level scaling factor [4.10.6.3] +2797 * --> applied to InitialLoad in order to calculate RequiredLoad +2798 LoadScalingFactor(dt,isl) +2799 = ( TargetTotalLoad(dt,isl) +2800 - Sum[ n $ { nodeIsland(dt,n,isl) +2801 and (LoadIsScalable(dt,n) = 0) }, InitialLoad(dt,n) ] +2802 ) / Sum[ n $ { nodeIsland(dt,n,isl) +2803 and (LoadIsScalable(dt,n) = 1) }, InitialLoad(dt,n) ] +2804 ; +2805 +2806 * Calculate RequiredLoad [4.10.6.1] +2807 RequiredLoad(dt,n) $ LoadIsScalable(dt,n) +2808 = InitialLoad(dt,n) * sum[ isl $ nodeisland(dt,n,isl) +2809 , LoadScalingFactor(dt,isl) ]; +2810 +2811 RequiredLoad(dt,n) $ (LoadIsScalable(dt,n) = 0) = InitialLoad(dt,n); +2812 +2813 RequiredLoad(dt,n) = RequiredLoad(dt,n) +2814 + [instructedloadshed(dt,n) $ instructedshedactive(dt,n)]; +2815 +2816 Endif; +2817 *------------------------------------------------------------------------------- +2818 +2819 +2820 * Initialize energy scarcity limits and prices --------------------------------- +2821 +2822 ScarcityEnrgLimit(dt,n,blk) +2823 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2824 = scarcityEnrgNodeLimit(dt,n,blk); +2825 ScarcityEnrgPrice(dt,n,blk) +2826 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2827 = scarcityEnrgNodeLimitPrice(dt,n,blk) ; +2828 +2829 +2830 ScarcityEnrgLimit(dt,n,blk) +2831 $ { energyScarcityEnabled(dt) +2832 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2833 and scarcityEnrgNodeFactor(dt,n,blk) +2834 and (RequiredLoad(dt,n) > 0) +2835 } +2836 = scarcityEnrgNodeFactor(dt,n,blk) * RequiredLoad(dt,n); +2837 ScarcityEnrgPrice(dt,n,blk) +2838 $ { energyScarcityEnabled(dt) +2839 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2840 and scarcityEnrgNodeFactor(dt,n,blk) +2841 } +2842 = scarcityEnrgNodeFactorPrice(dt,n,blk) ; +2843 +2844 +2845 ScarcityEnrgLimit(dt,n,blk) +2846 $ { energyScarcityEnabled(dt) +2847 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2848 and (RequiredLoad(dt,n) > 0) +2849 } +2850 = scarcityEnrgNationalFactor(dt,blk) * RequiredLoad(dt,n); +2851 ScarcityEnrgPrice(dt,n,blk) +2852 $ { energyScarcityEnabled(dt) +2853 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2854 } +2855 = scarcityEnrgNationalPrice(dt,blk) ; +2856 +2857 +2858 *------------------------------------------------------------------------------- +2859 +2860 +2861 * Initialize AC and DC branches ------------------------------------------------ +2862 +2863 * Branch is defined if there is a defined terminal bus, it has a non-zero +2864 * capacity and is closed for that trade period +2865 * Update the pre-processing code that removes branches which have a limit of zero +2866 * so that it removes a branch if either direction has a limit of zero. +2867 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2868 (not HVDCBranch(dt,br)) and +2869 sum[ fd $ (ord(fd)=1), branchCapacity(dt,br,fd)] and +2870 sum[ fd $ (ord(fd)=2), branchCapacity(dt,br,fd)] and +2871 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2872 branchDefn(dt,br,b,b1) }, 1 ] +2873 } = yes ; +2874 +2875 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2876 (HVDCBranch(dt,br)) and +2877 sum[ fd, branchCapacity(dt,br,fd)] and +2878 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2879 branchDefn(dt,br,b,b1) }, 1 ] +2880 } = yes ; +2881 +2882 +2883 branchBusDefn(branch,b,b1) $ branchDefn(branch,b,b1) = yes ; +2884 branchFrBus(branch,frB) $ sum[ toB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2885 branchToBus(branch,toB) $ sum[ frB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2886 branchBusConnect(branch,b) $ branchFrBus(branch,b) = yes ; +2887 branchBusConnect(branch,b) $ branchToBus(branch,b) = yes ; +2888 +2889 +2890 * HVDC link and AC branch definition +2891 HVDClink(branch) = yes $ HVDCBranch(branch) ; +2892 ACbranch(branch) = yes $ [not HVDCBranch(branch)]; +2893 +2894 +2895 * Determine sending and receiving bus for each branch flow direction +2896 loop (frB,toB) do +2897 ACbranchSendingBus(ACbranch,frB,fd) +2898 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2899 +2900 ACbranchReceivingBus(ACbranch,toB,fd) +2901 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2902 +2903 ACbranchSendingBus(ACbranch,toB,fd) +2904 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2905 +2906 ACbranchReceivingBus(ACbranch,frB,fd) +2907 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2908 endloop; +2909 +2910 HVDClinkSendingBus(HVDClink,frB) +2911 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2912 +2913 HVDClinkReceivingBus(HVDClink,toB) +2914 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2915 +2916 HVDClinkBus(HVDClink,b) $ HVDClinkSendingBus(HVDClink,b) = yes ; +2917 HVDClinkBus(HVDClink,b) $ HVDClinkReceivingBus(HVDClink,b) = yes ; +2918 +2919 * Determine the HVDC inter-island pole in the northward and southward direction +2920 +2921 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 1) and HVDClink(dt,br) } +2922 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 2) +2923 and nodeIsland(dt,n,isl) +2924 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2925 +2926 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 2) and HVDClink(dt,br) } +2927 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 1) +2928 and nodeIsland(dt,n,isl) +2929 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2930 +2931 * Mapping HVDC branch to pole to account for name changes to Pole 3 +2932 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY1.1'), 1] = yes ; +2933 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN1.1'), 1] = yes ; +2934 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY3.1'), 1] = yes ; +2935 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN3.1'), 1] = yes ; +2936 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'BEN_HAY2.1'), 1] = yes ; +2937 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'HAY_BEN2.1'), 1] = yes ; +2938 +2939 * Initialise network data for the current trade period start +2940 branchResistance(branch) = branchParameter(branch,'resistance') ; +2941 branchSusceptance(ACbranch) = -100 * branchParameter(ACbranch,'susceptance'); +2942 branchLossBlocks(branch) = branchParameter(branch,'numLossTranches') ; +2943 +2944 * Ensure fixed losses for no loss AC branches are not included +2945 branchFixedLoss(ACbranch) = branchParameter(ACbranch,'fixedLosses') +2946 $ (branchLossBlocks(ACbranch) > 1) ; +2947 +2948 branchFixedLoss(HVDClink) = branchParameter(HVDClink,'fixedLosses') ; +2949 +2950 * Set resistance and fixed loss to zero if do not want to use the loss model +2951 branchResistance(ACbranch) $ (not useAClossModel) = 0 ; +2952 branchFixedLoss(ACbranch) $ (not useAClossModel) = 0 ; +2953 branchResistance(HVDClink) $ (not useHVDClossModel) = 0 ; +2954 branchFixedLoss(HVDClink) $ (not useHVDClossModel) = 0 ; +2955 +2956 * Initialise loss tranches data for the current trade period start +2957 * The loss factor coefficients assume that the branch capacity is in MW +2958 * and the resistance is in p.u. +2959 +2960 * Loss branches with 0 loss blocks +2961 lossSegmentMW(branch,los,fd) +2962 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2963 = branchCapacity(branch,fd) ; +2964 +2965 LossSegmentFactor(branch,los,fd) +2966 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2967 = 0 ; +2968 +2969 * Loss branches with 1 loss blocks +2970 LossSegmentMW(branch,los,fd) +2971 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2972 = maxFlowSegment ; +2973 +2974 LossSegmentFactor(branch,los,fd) +2975 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2976 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2977 +2978 * Loss branches with 3 loss blocks +2979 loop branch $ (branchLossBlocks(branch) = 3) do +2980 * Segment 1 +2981 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +2982 = lossCoeff_A * branchCapacity(branch,fd) ; +2983 +2984 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +2985 = 0.01 * 0.75 * lossCoeff_A +2986 * branchResistance(branch) * branchCapacity(branch,fd) ; +2987 +2988 * Segment 2 +2989 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +2990 = (1-lossCoeff_A) * branchCapacity(branch,fd) ; +2991 +2992 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +2993 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2994 +2995 * Segment 3 +2996 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +2997 = maxFlowSegment ; +2998 +2999 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3000 = 0.01 * (2 - (0.75*lossCoeff_A)) +3001 * branchResistance(branch) * branchCapacity(branch,fd) ; +3002 endloop; +3003 +3004 * Loss branches with 6 loss blocks +3005 loop branch $ (branchLossBlocks(branch) = 6) do +3006 * Segment 1 +3007 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +3008 = lossCoeff_C * branchCapacity(branch,fd) ; +3009 +3010 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +3011 = 0.01 * 0.75 * lossCoeff_C +3012 * branchResistance(branch) * branchCapacity(branch,fd) ; +3013 +3014 * Segment 2 +3015 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +3016 = lossCoeff_D * branchCapacity(branch,fd) ; +3017 +3018 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +3019 = 0.01 * lossCoeff_E +3020 * branchResistance(branch) * branchCapacity(branch,fd) ; +3021 +3022 * Segment 3 +3023 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +3024 = 0.5 * branchCapacity(branch,fd) ; +3025 +3026 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3027 = 0.01 * lossCoeff_F +3028 * branchResistance(branch) * branchCapacity(branch,fd) ; +3029 +3030 * Segment 4 +3031 LossSegmentMW(branch,los,fd) $ (ord(los) = 4) +3032 = (1 - lossCoeff_D) * branchCapacity(branch,fd) ; +3033 +3034 LossSegmentFactor(branch,los,fd) $ (ord(los) = 4) +3035 = 0.01 * (2 - lossCoeff_F) +3036 * branchResistance(branch) * branchCapacity(branch,fd) ; +3037 +3038 * Segment 5 +3039 LossSegmentMW(branch,los,fd) $ (ord(los) = 5) +3040 = (1 - lossCoeff_C) * branchCapacity(branch,fd) ; +3041 +3042 LossSegmentFactor(branch,los,fd) $ (ord(los) = 5) +3043 = 0.01 * (2 - lossCoeff_E) +3044 * branchResistance(branch) * branchCapacity(branch,fd) ; +3045 +3046 * Segment 6 +3047 LossSegmentMW(branch,los,fd) $ (ord(los) = 6) +3048 = maxFlowSegment ; +3049 +3050 LossSegmentFactor(branch,los,fd) $ (ord(los) = 6) +3051 = 0.01 * (2 - (0.75*lossCoeff_C)) +3052 * branchResistance(branch) * branchCapacity(branch,fd) ; +3053 endloop ; +3054 +3055 * HVDC does not have backward flow --> No loss segment for backward flow +3056 LossSegmentMW(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3057 LossSegmentFactor(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3058 +3059 +3060 * Valid loss segment for a branch is defined as a loss segment that +3061 * has a non-zero LossSegmentMW or a non-zero LossSegmentFactor. +3062 validLossSegment(branch,los,fd) = yes $ { (ord(los) = 1) or +3063 LossSegmentMW(branch,los,fd) or +3064 LossSegmentFactor(branch,los,fd) } ; +3065 +3066 * HVDC loss model requires at least two loss segments and +3067 * an additional loss block due to cumulative loss formulation +3068 validLossSegment(HVDClink,los,fd) +3069 $ { (branchLossBlocks(HVDClink) <= 1) and (ord(los) = 2) } = yes ; +3070 +3071 validLossSegment(HVDClink,los,fd) +3072 $ { (branchLossBlocks(HVDClink) > 1) and +3073 (ord(los) = (branchLossBlocks(HVDClink) + 1)) and +3074 (sum[ los1, LossSegmentMW(HVDClink,los1,fd) +3075 + LossSegmentFactor(HVDClink,los1,fd) ] > 0) +3076 } = yes ; +3077 +3078 * branches that have non-zero loss factors +3079 LossBranch(branch) $ sum[ (los,fd), LossSegmentFactor(branch,los,fd) ] = yes ; +3080 +3081 * Create AC branch loss segments +3082 ACbranchLossMW(ACbranch,los,fd) +3083 $ { validLossSegment(ACbranch,los,fd) and (ord(los) = 1) } +3084 = LossSegmentMW(ACbranch,los,fd) ; +3085 +3086 ACbranchLossMW(ACbranch,los,fd) +3087 $ { validLossSegment(ACbranch,los,fd) and (ord(los) > 1) } +3088 = LossSegmentMW(ACbranch,los,fd) - LossSegmentMW(ACbranch,los-1,fd) ; +3089 +3090 ACbranchLossFactor(ACbranch,los,fd) +3091 $ validLossSegment(ACbranch,los,fd) = LossSegmentFactor(ACbranch,los,fd) ; +3092 +3093 * Create HVDC loss break points +3094 HVDCBreakPointMWFlow(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3095 HVDCBreakPointMWLoss(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3096 +3097 HVDCBreakPointMWFlow(HVDClink,bp,fd) +3098 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) > 1) } +3099 = LossSegmentMW(HVDClink,bp-1,fd) ; +3100 +3101 HVDCBreakPointMWLoss(HVDClink,bp,fd) +3102 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) = 2) } +3103 = LossSegmentMW(HVDClink,bp-1,fd) * LossSegmentFactor(HVDClink,bp-1,fd) ; +3104 +3105 loop (HVDClink(branch),bp) $ (ord(bp) > 2) do +3106 HVDCBreakPointMWLoss(branch,bp,fd) $ validLossSegment(branch,bp,fd) +3107 = LossSegmentFactor(branch,bp-1,fd) +3108 * [ LossSegmentMW(branch,bp-1,fd) - LossSegmentMW(branch,bp-2,fd) ] +3109 + HVDCBreakPointMWLoss(branch,bp-1,fd) ; +3110 endloop ; +3111 *------------------------------------------------------------------------------- +3112 +3113 +3114 * Initialise branch constraint data -------------------------------------------- +3115 branchConstraint(dt,brCstr) +3116 $ sum[ branch(dt,br) $ branchCstrFactors(dt,brCstr,br), 1 ] = yes ; +3117 +3118 branchConstraintSense(branchConstraint) +3119 = branchCstrRHS(branchConstraint,'cnstrSense') ; +3120 +3121 branchConstraintLimit(branchConstraint) +3122 = branchCstrRHS(branchConstraint,'cnstrLimit') ; +3123 *------------------------------------------------------------------------------- +3124 +3125 +3126 * Calculate parameters for NMIR project ---------------------------------------- +3127 islandRiskGroup(dt,isl,rg,riskC) +3128 = yes $ sum[ o $ { offerIsland(dt,o,isl) +3129 and riskGroupOffer(dt,rg,o,riskC) }, 1 ] ; +3130 +3131 modulationRisk(dt) = smax[ riskC, modulationRiskClass(dt,RiskC) ]; +3132 +3133 reserveShareEnabledOverall(dt) = smax[ resC, reserveShareEnabled(dt,resC) ]; +3134 +3135 roPwrZoneExit(dt,resC) +3136 = [ roundPower2MonoLevel(dt) - modulationRisk(dt) ]$(ord(resC)=1) +3137 + bipole2MonoLevel(dt)$(ord(resC)=2) ; +3138 +3139 * National market refinement - effective date 28 Mar 2019 12:00 + SPD pre-processing is changed so that the roundpower settings for FIR are + now the same as for SIR. Specifically: + - The RoundPowerZoneExit for FIR will be set at BipoleToMonopoleTransition + by SPD pre-processing (same as for SIR). A change from the existing where + the RoundPowerZoneExit for FIR is set at RoundPowerToMonopoleTransition + by SPD pre-processing. + - Provided that roundpower is not disabled by the MDB, the InNoReverseZone + for FIR will be removed by SPD pre-processing (same as for SIR). A change + from the existing where the InNoReverseZone for FIR is never removed by + SPD pre-processing. +3152 +3153 if inputGDXGDate >= jdate(2019,03,28) then +3154 roPwrZoneExit(dt,resC) = bipole2MonoLevel(dt) ; +3155 endif ; +3156 +3157 * National market refinement end +3158 +3159 +3160 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.2.1) +3161 sharedNFRLoad(dt,isl) +3162 = sum[ nodeIsland(dt,n,isl), RequiredLoad(dt,n)] +3163 + sum[ (bd,blk) $ bidIsland(dt,bd,isl), DemBidMW(dt,bd,blk) ] +3164 - sharedNFRLoadOffset(dt,isl) ; +3165 +3166 sharedNFRMax(dt,isl) = Min{ RMTReserveLimitTo(dt,isl,'FIR'), +3167 sharedNFRFactor(dt)*sharedNFRLoad(dt,isl) } ; +3168 +3169 * Calculate HVDC constraint sets and HVDC Max Flow - NMIR (4.1.8 - NMIR06) + TN on 22 May 2017: + Usually a branch group constraint that limits the HVDC flow only involves the + HVDC branch(s) in the same direction. However, during TP6 to TP9 of 18 May 2017, + the constraint HAY_BEN_High_Frequency_limit involved all four branches in the + form: HAY_BEN1.1 + HAY_BEN2.1 - BEN_HAY1.1 - BEN_HAY2.1 <= 530 MW + This method of formulating the constraint prevented the previous formulation of + monopoleConstraint and bipoleConstraintfrom working properly. Those constraints + have been reformulated (see below) in order to cope with the formulation + observed on 18 May 2017. +3181 monopoleConstraint(dt,isl,brCstr,br) +3182 $ { HVDClink(dt,br) +3183 and ( not rampingConstraint(dt,brCstr) ) +3184 and ( branchConstraintSense(dt,brCstr) = -1 ) +3185 and (Sum[ (br1,b) $ {HVDClinkSendingBus(dt,br1,b) and busIsland(dt,b,isl)} +3186 , branchCstrFactors(dt,brCstr,br1) ] = 1) +3187 and (Sum[ b $ {HVDClinkSendingBus(dt,br,b) and busIsland(dt,b,isl)} +3188 , branchCstrFactors(dt,brCstr,br) ] = 1) +3189 } = yes ; +3190 +3191 bipoleConstraint(dt,isl,brCstr) +3192 $ { ( not rampingConstraint(dt,brCstr) ) +3193 and ( branchConstraintSense(dt,brCstr) = -1 ) +3194 and (Sum[ (br,b) $ { HVDClink(dt,br) +3195 and HVDClinkSendingBus(dt,br,b) +3196 and busIsland(dt,b,isl) } +3197 , branchCstrFactors(dt,brCstr,br) ] = 2) +3198 } = yes ; +3199 +3200 monoPoleCapacity(dt,isl,br) +3201 = Sum[ (b,fd) $ { BusIsland(dt,b,isl) +3202 and HVDClink(dt,br) +3203 and HVDClinkSendingBus(dt,br,b) +3204 and ( ord(fd) = 1 ) +3205 }, branchCapacity(dt,br,fd) ] ; +3206 +3207 monoPoleCapacity(dt,isl,br) +3208 $ Sum[ brCstr $ monopoleConstraint(dt,isl,brCstr,br), 1] +3209 = Smin[ brCstr $ monopoleConstraint(dt,isl,brCstr,br) +3210 , branchConstraintLimit(dt,brCstr) ]; +3211 +3212 monoPoleCapacity(dt,isl,br) +3213 = Min( monoPoleCapacity(dt,isl,br), +3214 sum[ fd $ ( ord(fd) = 1 ), branchCapacity(dt,br,fd) ] ); +3215 +3216 biPoleCapacity(dt,isl) +3217 $ Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] +3218 = Smin[ brCstr $ bipoleConstraint(dt,isl,brCstr) +3219 , branchConstraintLimit(dt,brCstr) ]; +3220 +3221 biPoleCapacity(dt,isl) +3222 $ { Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] = 0 } +3223 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3224 and HVDClinkSendingBus(dt,br,b) +3225 and ( ord(fd) = 1 ) +3226 }, branchCapacity(dt,br,fd) ] ; +3227 +3228 HVDCMax(dt,isl) +3229 = Min( biPoleCapacity(dt,isl), Sum[ br, monoPoleCapacity(dt,isl,br) ] ) ; +3230 +3231 +3232 * Calculate HVDC HVDC Loss segment applied for NMIR ---------------------------- + * Note: When NMIR started on 20/10/2016, the SOdecided to incorrectly calculate the HVDC loss + * curve for reserve sharing based on the HVDC capacity only (i.e. not based on in-service HVDC poles) + * Tuong Nguyen @ EA discovered this bug and the SO has fixed it as of 22/11/2016. +3238 if inputGDXGDate >= jdate(2016,11,22) then +3239 HVDCCapacity(dt,isl) +3240 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3241 and HVDClinkSendingBus(dt,br,b) +3242 and ( ord(fd) = 1 ) +3243 }, branchCapacity(dt,br,fd) ] ; +3244 +3245 numberOfPoles(dt,isl) +3246 = Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3247 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +3248 +3249 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3250 = Prod[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3251 and HVDClinkSendingBus(dt,br,b) +3252 }, branchResistance(dt,br) ] +3253 / Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3254 and HVDClinkSendingBus(dt,br,b) +3255 }, branchResistance(dt,br) ] ; +3256 +3257 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 1) +3258 = Sum[ br $ monoPoleCapacity(dt,isl,br), branchResistance(dt,br) ] ; +3259 else +3260 HVDCCapacity(dt,isl) +3261 = Sum[ (br,b,b1,fd) $ { (HVDCBranch(dt,br) = 1) +3262 and busIsland(dt,b,isl) +3263 and branchDefn(dt,br,b,b1) +3264 and ( ord(fd) = 1 ) +3265 }, branchCapacity(dt,br,fd) ] ; +3266 +3267 numberOfPoles(dt,isl) +3268 =Sum[ (br,b,b1) $ { (HVDCBranch(dt,br) = 1) +3269 and busIsland(dt,b,isl) +3270 and branchDefn(dt,br,b,b1) +3271 and sum[ fd $ ( ord(fd) = 1 ) +3272 , branchCapacity(dt,br,fd) ] +3273 }, 1 ] ; +3274 +3275 HVDCResistance(dt,isl) +3276 = Sum[ (br,b,b1,brPar) +3277 $ { (HVDCBranch(dt,br) = 1) +3278 and busIsland(dt,b,isl) +3279 and branchDefn(dt,br,b,b1) +3280 and (ord(brPar) = 1) +3281 }, branchParameter(dt,br,brPar) ] ; +3282 +3283 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3284 = Prod[ (br,b,b1,brPar) +3285 $ { (HVDCBranch(dt,br) = 1) +3286 and busIsland(dt,b,isl) +3287 and branchDefn(dt,br,b,b1) +3288 and sum[ fd $ ( ord(fd) = 1 ) +3289 , branchCapacity(dt,br,fd) ] +3290 and (ord(brPar) = 1) +3291 }, branchParameter(dt,br,brPar) +3292 ] / HVDCResistance(dt,isl) ; +3293 endif ; +3294 +3295 * Segment 1 +3296 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 1) +3297 = HVDCCapacity(dt,isl) * lossCoeff_C ; +3298 +3299 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 1) +3300 = 0.01 * 0.75 * lossCoeff_C +3301 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3302 +3303 * Segment 2 +3304 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 2) +3305 = HVDCCapacity(dt,isl) * lossCoeff_D ; +3306 +3307 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 2) +3308 = 0.01 * lossCoeff_E +3309 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3310 +3311 * Segment 3 +3312 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 3) +3313 = HVDCCapacity(dt,isl) * 0.5 ; +3314 +3315 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 3) +3316 = 0.01 * lossCoeff_F +3317 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3318 +3319 * Segment 4 +3320 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 4) +3321 = HVDCCapacity(dt,isl) * (1 - lossCoeff_D) ; +3322 +3323 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 4) +3324 = 0.01 * (2 - lossCoeff_F) +3325 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3326 +3327 * Segment 5 +3328 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 5) +3329 = HVDCCapacity(dt,isl) * (1 - lossCoeff_C) ; +3330 +3331 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 5) +3332 = 0.01 * (2 - lossCoeff_E) +3333 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3334 +3335 * Segment 6 +3336 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 6) +3337 = HVDCCapacity(dt,isl) ; +3338 +3339 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 6) +3340 = 0.01 * (2 - (0.75*lossCoeff_C)) +3341 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3342 +3343 * Parameter for energy lambda loss model +3344 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3345 HVDCSentBreakPointMWLoss(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3346 +3347 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) > 1) +3348 = HVDCLossSegmentMW(dt,isl,bp-1) ; +3349 +3350 loop (dt,isl,bp) $ {(ord(bp) > 1) and (ord(bp) <= 7)} do +3351 HVDCSentBreakPointMWLoss(dt,isl,bp) +3352 = HVDClossScalingFactor(dt) +3353 * HVDCLossSegmentFactor(dt,isl,bp-1) +3354 * [ HVDCLossSegmentMW(dt,isl,bp-1) +3355 - HVDCSentBreakPointMWFlow(dt,isl,bp-1) ] +3356 + HVDCSentBreakPointMWLoss(dt,isl,bp-1) ; +3357 endloop ; +3358 +3359 * Parameter for energy+reserve lambda loss model +3360 +3361 * Ideally SO should use asymmetric loss curve +3362 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3363 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3364 and ( ord(rsbp) + ord(rsbp1) = 8)} +3365 , -HVDCSentBreakPointMWFlow(dt,isl1,rsbp1) ]; +3366 +3367 * SO decide to use symmetric loss curve instead +3368 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3369 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3370 , -HVDCSentBreakPointMWFlow(dt,isl,rsbp1) ]; +3371 +3372 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) +3373 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3374 = HVDCSentBreakPointMWFlow(dt,isl,rsbp-6) ; +3375 +3376 +3377 * Ideally SO should use asymmetric loss curve +3378 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3379 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3380 and ( ord(rsbp) + ord(rsbp1) = 8)} +3381 , HVDCSentBreakPointMWLoss(dt,isl1,rsbp1) ]; +3382 +3383 * SO decide to use symmetric loss curve instead +3384 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3385 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3386 , HVDCSentBreakPointMWLoss(dt,isl,rsbp1) ]; +3387 +3388 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) +3389 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3390 = HVDCSentBreakPointMWLoss(dt,isl,rsbp-6); +3391 +3392 * Parameter for lambda loss model end +3393 +3394 * Initialze parameters for NMIR project end ---------------------------------- +3395 +3396 +3397 * Initialise risk/reserve data for the current trade period start +3398 +3399 GenRisk(riskC) $ (ord(riskC) = 1) = yes ; +3400 HVDCrisk(riskC) $ (ord(riskC) = 2) = yes ; +3401 HVDCrisk(riskC) $ (ord(riskC) = 3) = yes ; +3402 ManualRisk(riskC) $ (ord(riskC) = 4) = yes ; +3403 GenRisk(riskC) $ (ord(riskC) = 5) = yes ; +3404 ManualRisk(riskC) $ (ord(riskC) = 6) = yes ; +3405 HVDCsecRisk(riskC) $ (ord(riskC) = 7) = yes ; +3406 HVDCsecRisk(riskC) $ (ord(riskC) = 8) = yes ; +3407 +3408 * Define the CE and ECE risk class set to support the different CE and ECE CVP +3409 ContingentEvents(riskC) $ (ord(riskC) = 1) = yes ; +3410 ContingentEvents(riskC) $ (ord(riskC) = 2) = yes ; +3411 ExtendedContingentEvent(riskC) $ (ord(riskC) = 3) = yes ; +3412 ContingentEvents(riskC) $ (ord(riskC) = 4) = yes ; +3413 ExtendedContingentEvent(riskC) $ (ord(riskC) = 5) = yes ; +3414 ExtendedContingentEvent(riskC) $ (ord(riskC) = 6) = yes ; +3415 ContingentEvents(riskC) $ (ord(riskC) = 7) = yes ; +3416 ExtendedContingentEvent(riskC) $ (ord(riskC) = 8) = yes ; +3417 +3418 * Risk parameters +3419 FreeReserve(dt,isl,resC,riskC) +3420 = riskParameter(dt,isl,resC,riskC,'freeReserve') +3421 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +3422 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(dt,isl1) +3423 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +3424 and (inputGDXGDate >= jdate(2016,10,20)) } +3425 ; +3426 +3427 IslandRiskAdjustmentFactor(dt,isl,resC,riskC) $ useReserveModel +3428 = riskParameter(dt,isl,resC,riskC,'adjustFactor') ; +3429 +3430 * HVDC rampup max - (6.5.1.2) - SPD version 12 +3431 HVDCpoleRampUp(dt,isl,resC,riskC) +3432 = riskParameter(dt,isl,resC,riskC,'HVDCRampUp') ; +3433 +3434 +3435 +3436 * Initialise market node constraint data for the current trading period +3437 MnodeConstraint(dt,MnodeCstr) +3438 $ { sum[ (offer(dt,o),resT,resC) +3439 $ { mnCstrEnrgFactors(dt,MnodeCstr,o) or +3440 mnCnstrResrvFactors(dt,MnodeCstr,o,resC,resT) +3441 }, 1 +3442 ] +3443 or +3444 sum[ (bid(dt,bd),resC) +3445 $ { mnCnstrEnrgBidFactors(dt,MnodeCstr,bd) or +3446 mnCnstrResrvBidFactors(dt,MnodeCstr,bd,resC) +3447 }, 1 +3448 ] +3449 } = yes ; +3450 +3451 MnodeConstraintSense(MnodeConstraint) +3452 = mnCnstrRHS(MnodeConstraint,'cnstrSense') ; +3453 +3454 MnodeConstraintLimit(MnodeConstraint) +3455 = mnCnstrRHS(MnodeConstraint,'cnstrLimit') ; +3456 +3457 +3458 * Generation Ramp Pre_processing ----------------------------------------------- +3459 +3460 * For PRICERESPONSIVEIG generators, The RTD RampRateUp is capped: (4.7.2.2) +3461 if studyMode = 101 or studyMode = 201 then +3462 RampRateUp(offer(dt,o)) $ { windOffer(offer) and priceResponsive(offer) } +3463 = Min[ RampRateUp(offer), rtdIgIncreaseLimit(dt)*60/intervalDuration ]; +3464 endif; +3465 +3466 * Need to initiate value for this parameters before it is used +3467 o_offerEnergy_TP(dt,o) = 0; +3468 +3469 +3470 * TN - Pivot or demand analysis begin +3473 * TN - Pivot or demand analysis begin end +3474 +3476 *===================================================================================== +3477 * 7. The vSPD solve loop +3478 *===================================================================================== +3479 if (studyMode = 101 or studyMode = 201, +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms +3481 *===================================================================================== +3482 * Name: vSPDsolve_RTP.gms +3483 * Function: First RTD solve to update island loss in order to +3484 * adjust node demand +3485 * A new development for Rea +3486 * Developed by: Electricity Authority, New Zealand +3487 * Source: https://github.com/ElectricityAuthority/vSPD +3488 * http://www.emi.ea.govt.nz/Tools/vSPD +3489 * Contact: Forum: http://www.emi.ea.govt.nz/forum/ +3490 * Email: emi@ea.govt.nz +3491 * Created on: 14 Jan 2022 +3492 +3493 *===================================================================================== +3494 +3495 * 7d. Solve Models First Time For Real Time Pricing +3496 *===================================================================================== +3497 * 7. The vSPD solve loop +3498 *===================================================================================== +3499 put_utility temp 'gdxin' / 'C:\vSPD\ElectricityAuthority\Programs\..\Input\\PRSS_202210101230_91302022102330479_20221010123314.gdx' ; +3500 execute_load SPDLoadCalcLosses = i_dateTimeSPDLoadCalcLosses ; +3501 put_utility temp 'gdxin' ; +3502 +3503 unsolvedDT(dt) = yes; +3504 VSPDModel(dt) = 0 ; +3505 option clear = useBranchFlowMIP ; +3506 +3507 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +3508 exitLoop = 0; +3509 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +3510 +3511 * 7a. Reset all sets, parameters and variables ------------------------------- +3512 option clear = t ; +3513 * Generation variables +3514 option clear = GENERATION ; +3515 option clear = GENERATIONBLOCK ; +3516 option clear = GENERATIONUPDELTA ; +3517 option clear = GENERATIONDNDELTA ; +3518 * Purchase variables +3519 option clear = PURCHASE ; +3520 option clear = PURCHASEBLOCK ; +3521 * Network variables +3522 option clear = ACNODENETINJECTION ; +3523 option clear = ACNODEANGLE ; +3524 option clear = ACBRANCHFLOW ; +3525 option clear = ACBRANCHFLOWDIRECTED ; +3526 option clear = ACBRANCHLOSSESDIRECTED ; +3527 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +3528 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +3529 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +3530 option clear = HVDCLINKFLOW ; +3531 option clear = HVDCLINKLOSSES ; +3532 option clear = LAMBDA ; +3533 option clear = LAMBDAINTEGER ; +3534 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +3535 option clear = HVDCPOLEFLOW_INTEGER ; +3536 * Risk/Reserve variables +3537 option clear = RISKOFFSET ; +3538 option clear = HVDCREC ; +3539 option clear = ISLANDRISK ; +3540 option clear = RESERVEBLOCK ; +3541 option clear = RESERVE ; +3542 option clear = ISLANDRESERVE; +3543 * NMIR variables +3544 option clear = SHAREDNFR ; +3545 option clear = SHAREDRESERVE ; +3546 option clear = HVDCSENT ; +3547 option clear = RESERVESHAREEFFECTIVE ; +3548 option clear = RESERVESHARERECEIVED ; +3549 option clear = RESERVESHARESENT ; +3550 option clear = HVDCSENDING ; +3551 option clear = INZONE ; +3552 option clear = HVDCSENTINSEGMENT ; +3553 option clear = HVDCRESERVESENT ; +3554 option clear = HVDCSENTLOSS ; +3555 option clear = HVDCRESERVELOSS ; +3556 option clear = LAMBDAHVDCENERGY ; +3557 option clear = LAMBDAHVDCRESERVE ; +3558 option clear = RESERVESHAREPENALTY ; +3559 * Objective +3560 option clear = NETBENEFIT ; +3561 * Violation variables +3562 option clear = TOTALPENALTYCOST ; +3563 option clear = DEFICITBUSGENERATION ; +3564 option clear = SURPLUSBUSGENERATION ; +3565 option clear = DEFICITRESERVE_CE ; +3566 option clear = DEFICITRESERVE_ECE ; +3567 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +3568 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +3569 option clear = DEFICITRAMPRATE ; +3570 option clear = SURPLUSRAMPRATE ; +3571 option clear = DEFICITBRANCHFLOW ; +3572 option clear = SURPLUSBRANCHFLOW ; +3573 option clear = DEFICITMNODECONSTRAINT ; +3574 option clear = SURPLUSMNODECONSTRAINT ; +3575 +3576 option clear = SCARCITYCOST; +3577 option clear = ENERGYSCARCITYBLK ; +3578 option clear = ENERGYSCARCITYNODE; +3579 +3580 * Clear the pole circular branch flow flag +3581 option clear = circularBranchFlowExist ; +3582 option clear = poleCircularBranchFlowExist ; +3583 option clear = northHVDC ; +3584 option clear = southHVDC ; +3585 option clear = manualBranchSegmentMWFlow ; +3586 option clear = manualLossCalculation ; +3587 option clear = nonPhysicalLossExist ; +3588 option clear = modelSolved ; +3589 option clear = LPmodelSolved ; +3590 * Disconnected bus post-processing +3591 option clear = busGeneration ; +3592 option clear = busLoad ; +3593 option clear = busDisconnected ; +3594 option clear = busPrice ; +3595 +3596 +3597 * End reset +3598 +3599 +3600 * 7b. Initialise current trade period and model data ------------------------- +3601 t(dt) $ sequentialSolve = yes; +3602 t(dt1) $ (not sequentialSolve) = yes; +3603 +3604 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +3605 generationStart(offer(t(dt),o)) +3606 $ (sum[ o1, generationStart(dt,o1)] = 0) +3607 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +3608 + these are not used anymore + * Calculation of generation upper limits due to ramp rate limits + * Calculation 5.3.1.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeUp(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } + = Min[ intervalDuration , ( generationMaximum(offer) + - generationStart(offer) + ) / rampRateUp(offer) + ] ; + + * Calculation 5.3.1.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndUp(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; + + + * Calculation of generation lower limits due to ramp rate limits + + * Calculation 5.3.2.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeDown(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } + = Min[ intervalDuration, ( generationStart(offer) + - generationMinimum(offer) + ) / rampRateDown(offer) + ] ; + + * Calculation 5.3.2.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndDown(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = Max[ 0, generationStart(offer) + - rampRateDown(offer)*rampTimeDown(offer) ] ; +3644 * Additional pre-processing on parameters end +3645 +3646 +3647 * 7c. Updating the variable bounds before model solve ------------------------ +3648 +3649 * TN - Pivot or Demand Analysis - revise input data +3652 * TN - Pivot or Demand Analysis - revise input data end +3653 +3654 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +3655 +3656 * Offer blocks - Constraint 6.1.1.1 +3657 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +3658 = EnrgOfrMW(genOfrBlk) ; +3659 +3660 GENERATIONBLOCK.fx(t,o,blk) +3661 $ (not genOfrBlk(t,o,blk)) = 0 ; +3662 +3663 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +3664 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +3665 +3666 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +3667 GENERATION.up(offer(t,o)) +3668 $ { windOffer(offer) and priceResponsive(offer) } +3669 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +3670 +3671 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +3672 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3673 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +3674 +3675 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3676 = 0 $ [DemBidMW(t,bd,blk)>0]; +3677 +3678 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +3679 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3680 = 0 $ [DemBidMW(t,bd,blk)<0]; +3681 +3682 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3683 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +3684 +3685 PURCHASEBLOCK.fx(t,bd,blk) +3686 $ (not demBidBlk(t,bd,blk)) +3687 = 0 ; +3688 +3689 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +3690 +3691 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +3692 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +3693 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +3694 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +3695 +3696 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +3697 +3698 +3699 *======= HVDC TRANSMISSION EQUATIONS =========================================== +3700 +3701 * Ensure that variables used to specify flow and losses on HVDC link are +3702 * zero for AC branches and for open HVDC links. +3703 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3704 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3705 +3706 * Apply an upper bound on the weighting parameter based on its definition +3707 LAMBDA.up(branch,bp) = 1 ; +3708 +3709 * Ensure that the weighting factor value is zero for AC branches and for +3710 * invalid loss segments on HVDC links +3711 LAMBDA.fx(HVDClink,bp) +3712 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +3713 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +3714 +3715 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +3716 +3717 +3718 *======= AC TRANSMISSION EQUATIONS ============================================= +3719 +3720 * Ensure that variables used to specify flow and losses on AC branches are +3721 * zero for HVDC links branches and for open AC branches +3722 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +3723 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3724 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3725 +3726 * Ensure directed block flow and loss block variables are zero for +3727 * non-AC branches and invalid loss segments on AC branches +3728 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +3729 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3730 +3731 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +3732 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3733 +3734 +3735 * Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses +3736 * corresponding to the reference nodes and the HVDC nodes are set to zero +3737 ACNODEANGLE.fx(t,b) +3738 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +3739 +3740 *======= AC TRANSMISSION EQUATIONS END ========================================= +3741 +3742 +3743 *======= RISK & RESERVE EQUATIONS ============================================== +3744 +3745 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +3746 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +3747 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +3748 +3749 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +3750 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +3751 = ResOfrMW(resOfrBlk) ; +3752 +3753 * Fix the reserve variable for invalid reserve offers. These are offers that +3754 * are either not connected to the grid or have no reserve quantity offered. +3755 RESERVE.fx(t,o,resC,resT) +3756 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +3757 +3758 * NMIR project variables +3759 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3760 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3761 +3762 * (3.4.2.3) - SPD version 11.0 +3763 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +3764 +3765 * No forward reserve sharing if HVDC capacity is zero +3766 RESERVESHARESENT.fx(t,isl,resC,rd) +3767 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +3768 +3769 * No forward reserve sharing if reserve sharing is disabled +3770 RESERVESHARESENT.fx(t,isl,resC,rd) +3771 $ (reserveShareEnabled(t,resC)=0) = 0; +3772 +3773 * No reserve sharing to cover HVDC risk +3774 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +3775 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +3776 +3777 * (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled +3778 INZONE.fx(t,isl,resC,z) +3779 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +3780 +3781 * (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +3782 INZONE.fx(t,isl,resC,z) +3783 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +3784 +3785 * Fixing Lambda integer variable for energy sent +3786 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +3787 and (ord(bp) = 1) } = 1 ; +3788 +3789 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +3790 +3791 * To be reviewed NMIR +3792 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +3793 $ { (HVDCCapacity(t,isl) = 0) +3794 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +3795 +3796 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +3797 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +3798 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +3799 +3800 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +3801 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +3802 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3803 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +3804 $ (not reserveScarcityEnabled(t)) = 0; +3805 RESERVESHORTFALL.fx(t,isl,resC,riskC) +3806 $ (not reserveScarcityEnabled(t)) = 0; +3807 +3808 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +3809 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3810 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +3811 $ (not reserveScarcityEnabled(t)) = 0; +3812 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +3813 $ (not reserveScarcityEnabled(t)) = 0; +3814 +3815 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +3816 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3817 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +3818 $ (not reserveScarcityEnabled(t)) = 0; +3819 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +3820 $ (not reserveScarcityEnabled(t)) = 0; +3821 ; +3822 +3823 +3824 *======= RISK & RESERVE EQUATIONS END ========================================== +3825 +3826 +3827 * Updating the variable bounds before model solve end +3828 +3829 +3830 * 7d. Solve Models +3831 * Solve the LP model --------------------------------------------------------- +3832 if( (Sum[t, VSPDModel(t)] = 0), +3833 +3834 if( UseShareReserve, +3835 option bratio = 1 ; +3836 vSPD_NMIR.Optfile = 1 ; +3837 vSPD_NMIR.optcr = MIPOptimality ; +3838 vSPD_NMIR.reslim = MIPTimeLimit ; +3839 vSPD_NMIR.iterlim = MIPIterationLimit ; +3840 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3841 * Set the model solve status +3842 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3843 or (vSPD_NMIR.modelstat = 8) ) +3844 and ( vSPD_NMIR.solvestat = 1 ) } ; +3845 else +3846 option bratio = 1 ; +3847 vSPD.reslim = LPTimeLimit ; +3848 vSPD.iterlim = LPIterationLimit ; +3849 solve vSPD using lp maximizing NETBENEFIT ; +3850 * Set the model solve status +3851 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3852 ) +3853 +3854 * Post a progress message to the console and for use by EMI. +3855 if((ModelSolved = 1) and (sequentialSolve = 0), +3856 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 ' +3857 'is 1st solved successfully.'/ +3858 'Objective function value: ' +3859 NETBENEFIT.l:<15:4 / +3860 'Violation Cost : ' +3861 TOTALPENALTYCOST.l:<15:4 / +3862 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +3863 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 ' +3864 'is 1st solved unsuccessfully.'/ +3865 ) ; +3866 +3867 if((ModelSolved = 1) and (sequentialSolve = 1), +3868 loop(t, +3869 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ') ' +3870 'is 1st solved successfully.'/ +3871 'Objective function value: ' +3872 NETBENEFIT.l:<15:4 / +3873 'Violations cost : ' +3874 TOTALPENALTYCOST.l:<15:4 / +3875 ) ; +3876 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +3877 loop(t, +3878 unsolvedDT(t) = no; +3879 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ') ' +3880 'is 1st solved unsuccessfully.'/ +3881 ) ; +3882 +3883 ) ; +3884 * Solve the LP model end ----------------------------------------------------- +3885 +3886 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +3887 elseif (Sum[t, VSPDModel(t)] = 1), +3888 * Fix the values of these integer variables that are not needed +3889 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +3890 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +3891 +3892 * Fix the integer AC branch flow variable to zero for invalid branches +3893 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +3894 $ (not branch(t,br)) = 0 ; +3895 +3896 * Apply an upper bound on the integer weighting parameter +3897 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +3898 +3899 * Ensure that the weighting factor value is zero for AC branches +3900 * and for invalid loss segments on HVDC links +3901 LAMBDAINTEGER.fx(branch(t,br),bp) +3902 $ { ACbranch(branch) +3903 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +3904 } = 0 ; +3905 +3906 * Fix the lambda integer variable to zero for invalid branches +3907 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +3908 +3909 option bratio = 1 ; +3910 vSPD_BranchFlowMIP.Optfile = 1 ; +3911 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +3912 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +3913 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +3914 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +3915 * Set the model solve status +3916 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +3917 (vSPD_BranchFlowMIP.modelstat = 8) +3918 ] +3919 and +3920 [ vSPD_BranchFlowMIP.solvestat = 1 ] +3921 } ; +3922 +3923 * Post a progress message for use by EMI. +3924 if(ModelSolved = 1, +3925 +3926 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +3927 SOS1_solve(t) = yes; +3928 +3929 loop(t, +3930 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ') ' +3931 'is 1st solved successfully for branch integer.'/ +3932 'Objective function value: ' +3933 NETBENEFIT.l:<15:4 / +3934 'Violations cost : ' +3935 TOTALPENALTYCOST.l:<15:4 / +3936 ) ; +3937 else +3938 loop(t, +3939 unsolvedDT(t) = yes; +3940 VSPDModel(t) = 2; +3941 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ') ' +3942 'is 1st solved unsuccessfully for branch integer.'/ +3943 ) ; +3944 ) ; +3945 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +3946 +3947 +3948 +3949 * Solve the LP model and stop ------------------------------------------------ +3950 elseif (Sum[t, VSPDModel(t)] = 2), +3951 +3952 if( UseShareReserve, +3953 option bratio = 1 ; +3954 vSPD_NMIR.Optfile = 1 ; +3955 vSPD_NMIR.optcr = MIPOptimality ; +3956 vSPD_NMIR.reslim = MIPTimeLimit ; +3957 vSPD_NMIR.iterlim = MIPIterationLimit ; +3958 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3959 * Set the model solve status +3960 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3961 or (vSPD_NMIR.modelstat = 8) ) +3962 and ( vSPD_NMIR.solvestat = 1 ) } ; +3963 else +3964 option bratio = 1 ; +3965 vSPD.reslim = LPTimeLimit ; +3966 vSPD.iterlim = LPIterationLimit ; +3967 solve vSPD using lp maximizing NETBENEFIT ; +3968 * Set the model solve status +3969 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3970 ) +3971 +3972 * Post a progress message for use by EMI. +3973 if( ModelSolved = 1, +3974 loop(t, +3975 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ')' +3976 ' integer resolve was unsuccessful.' / +3977 'Reverting back to linear solve and ' +3978 'solve successfully. ' / +3979 'Objective function value: ' +3980 NETBENEFIT.l:<15:4 / +3981 'Violations cost : ' +3982 TOTALPENALTYCOST.l:<15:4 / +3983 'Solution may have circulating flows ' +3984 'and/or non-physical losses.' / +3985 ) ; +3986 else +3987 loop(t, +3988 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl +3989 ') integer solve was unsuccessful. ' +3990 'Reverting back to linear solve. ' +3991 'Linear solve unsuccessful.' / +3992 ) ; +3993 ) ; +3994 +3995 unsolvedDT(t) = no; +3996 +3997 * Solve the LP model and stop end -------------------------------------------- +3998 +3999 ) ; +4000 * Solve the models end +4001 +4002 +4003 +4004 * 6e. Check if the LP results are valid -------------------------------------- +4005 if((ModelSolved = 1), +4006 useBranchFlowMIP(t) = 0 ; +4007 * Check if there is no branch circular flow and non-physical losses +4008 Loop( t $ (VSPDModel(t)=0) , +4009 +4010 * Check if there are circulating branch flows on loss AC branches +4011 circularBranchFlowExist(ACbranch(t,br)) +4012 $ { LossBranch(ACbranch) and +4013 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4014 - abs(ACBRANCHFLOW.l(ACbranch)) +4015 ) > circularBranchFlowTolerance +4016 ] +4017 } = 1 ; +4018 +4019 * Determine the circular branch flow flag on each HVDC pole +4020 TotalHVDCpoleFlow(t,pole) +4021 = sum[ br $ HVDCpoleBranchMap(pole,br) +4022 , HVDCLINKFLOW.l(t,br) ] ; +4023 +4024 MaxHVDCpoleFlow(t,pole) +4025 = smax[ br $ HVDCpoleBranchMap(pole,br) +4026 , HVDCLINKFLOW.l(t,br) ] ; +4027 +4028 poleCircularBranchFlowExist(t,pole) +4029 $ { ( TotalHVDCpoleFlow(t,pole) +4030 - MaxHVDCpoleFlow(t,pole) +4031 ) > circularBranchFlowTolerance +4032 } = 1 ; +4033 +4034 * Check if there are circulating branch flows on HVDC +4035 NorthHVDC(t) +4036 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4037 busIsland(t,b,isl) and +4038 HVDClinkSendingBus(t,br,b) and +4039 HVDClink(t,br) +4040 }, HVDCLINKFLOW.l(t,br) +4041 ] ; +4042 +4043 SouthHVDC(t) +4044 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4045 busIsland(t,b,isl) and +4046 HVDClinkSendingBus(t,br,b) and +4047 HVDClink(t,br) +4048 }, HVDCLINKFLOW.l(t,br) +4049 ] ; +4050 +4051 circularBranchFlowExist(t,br) +4052 $ { HVDClink(t,br) and LossBranch(t,br) and +4053 (NorthHVDC(t) > circularBranchFlowTolerance) and +4054 (SouthHVDC(t) > circularBranchFlowTolerance) +4055 } = 1 ; +4056 +4057 * Check if there are non-physical losses on HVDC links +4058 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4059 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4060 and validLossSegment(t,br,los,fd) } +4061 = Min[ Max( 0, +4062 [ abs(HVDCLINKFLOW.l(HVDClink)) +4063 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4064 ] +4065 ), +4066 ( LossSegmentMW(HVDClink,los,fd) +4067 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4068 ) +4069 ] ; +4070 +4071 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4072 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4073 , LossSegmentFactor(HVDClink,los,fd) +4074 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4075 ] ; +4076 +4077 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4078 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4079 - ManualLossCalculation(HVDClink) +4080 ) > NonPhysicalLossTolerance +4081 } = 1 ; +4082 +4083 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4084 * and non-physical loss branches exceeds the specified tolerance +4085 useBranchFlowMIP(t) +4086 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4087 , resolveCircularBranchFlows +4088 * circularBranchFlowExist(t,br) +4089 ] +4090 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4091 , resolveCircularBranchFlows +4092 * circularBranchFlowExist(t,br) +4093 + resolveHVDCnonPhysicalLosses +4094 * NonPhysicalLossExist(t,br) +4095 ] +4096 + sum[ pole, resolveCircularBranchFlows +4097 * poleCircularBranchFlowExist(t,pole) +4098 ] +4099 ) > UseBranchFlowMIPTolerance +4100 } = 1 ; +4101 +4102 * Check if there is no branch circular flow and non-physical losses end +4103 ); +4104 +4105 * A period is unsolved if MILP model is required +4106 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4107 +4108 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4109 loop( unsolvedDT(t), +4110 if( UseBranchFlowMIP(t) >= 1, +4111 VSPDModel(t) = 1; +4112 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 requires a ' +4113 'vSPD_BranchFlowMIP resolve for period ' +4114 t.tl '. Switching Vectorisation OFF.'/ +4115 ) ; +4116 +4117 ) ; +4118 +4119 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4120 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4121 +4122 * Check if the LP results are valid end +4123 ) ; +4124 +4125 * End of the solve vSPD loop +4126 ] ; +4127 * End of the While loop +4128 ); +4129 +4130 +4131 * Real Time Pricing - Second RTD load calculation +4132 +4133 * Calculate Island-level MW losses used to calculate the Island-level load +4134 * forecast from the InputIPS and the IslandPSD. +4135 * 2nd solve loop --> SystemLosses as calculated in section 8.1' +4136 LoadCalcLosses(t,isl) +4137 = Sum[ (br,frB,toB) +4138 $ { ACbranch(t,br) and busIsland(t,toB,isl) +4139 and branchBusDefn(t,br,frB,toB) +4140 }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] +4141 + branchFixedLoss(t,br) +4142 ] +4143 +4144 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4145 branchBusDefn(t,br,frB,toB) and +4146 ( busIsland(t,toB,isl) or +4147 busIsland(t,frB,isl) +4148 ) +4149 }, 0.5 * branchFixedLoss(t,br) +4150 ] +4151 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4152 branchBusDefn(t,br,frB,toB) and +4153 busIsland(t,toB,isl) and +4154 (not (busIsland(t,frB,isl))) +4155 }, HVDCLINKLOSSES.l(t,br) +4156 ] +4157 ; +4158 +4159 * Check if vSPD LoadCalcLosses = SPD LoadCalcLosses +4160 * if not, let's just use SPD LoadCalcLosses +4161 loop ( (t,isl), +4162 if ( ( SPDLoadCalcLosses(t,isl) > 0 ) +4163 and ( abs( SPDLoadCalcLosses(t,isl)-LoadCalcLosses(t,isl) )>0.001 ) , +4164 +4165 putclose rep 'Recalulated losses for ' isl.tl ' are different ' +4166 'between vSPD (' LoadCalcLosses(t,isl):<7:4 +4167 ') and SPD (' SPDLoadCalcLosses(t,isl):<7:4 +4168 '). We use SPD number instead' / ; +4169 LoadCalcLosses(t,isl) = SPDLoadCalcLosses(t,isl) ; +4170 +4171 ); +4172 ); +4173 +4174 +4175 * Calculate first target total load [4.10.6.5] +4176 * Island-level MW load forecast. For the second loop: +4177 * replace LoadCalcLosses(tp,isl) = islandLosses(tp,isl); +4178 TargetTotalLoad(t,isl) = islandMWIPS(t,isl) +4179 + islandPDS(t,isl) +4180 - LoadCalcLosses(t,isl) ; +4181 +4182 * Flag if estimate load is scalable [4.10.6.7] +4183 * Binary value. If True then ConformingFactor load MW will be scaled in order to +4184 * calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +4185 * assigned directly to EstimatedInitialLoad +4186 EstLoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4187 and (ConformingFactor(t,n) > 0) } ; +4188 +4189 * Calculate estimate non-scalable load 4.10.6.8] +4190 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for a +4191 * conforming Pnode this will be the ConformingFactor MW input if that value is +4192 * negative, otherwise it will be zero +4193 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 1 ) = NonConformingLoad(t,n); +4194 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 0 ) = ConformingFactor(t,n); +4195 EstNonScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = 0; +4196 +4197 * Calculate estimate scalable load [4.10.6.10] +4198 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +4199 * this value will be the ConformingFactor if it is non-negative, otherwise this +4200 * value will be zero' +4201 EstScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = ConformingFactor(t,n); +4202 +4203 +4204 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +4205 * in order to calculate EstimatedInitialLoad +4206 EstScalingFactor(t,isl) +4207 = (islandMWIPS(t,isl) - LoadCalcLosses(t,isl) +4208 - Sum[ n $ nodeIsland(t,n,isl), EstNonScalableLoad(t,n) ] +4209 ) / Sum[ n $ nodeIsland(t,n,isl), EstScalableLoad(t,n) ] +4210 +4211 ; +4212 +4213 * Calculate estimate initial load [4.10.6.6] +4214 * Calculated estimate of initial MW load, available to be used as an +4215 * alternative to InputInitialLoad +4216 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) +4217 = ConformingFactor(t,n) * Sum[ isl $ nodeisland(t,n,isl) +4218 , EstScalingFactor(t,isl)] ; +4219 * TN- There is a bug in this equarion +4220 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 0 ) +4221 * = NonConformingLoad(t,n); +4222 = EstNonScalableLoad(t,n); +4223 +4224 * Calculate initial load [4.10.6.2] +4225 * Value that represents the Pnode load MW at the start of the solution +4226 * interval. Depending on the inputs this value will be either actual load, +4227 * an operator applied override or an estimated initial load +4228 InitialLoad(t,n) = InputInitialLoad(t,n); +4229 InitialLoad(t,n) $ { (LoadIsOverride(t,n) = 0) +4230 and ( (useActualLoad(t) = 0) +4231 or (LoadIsBad(t,n) = 1) ) +4232 } = EstimatedInitialLoad(t,n) ; +4233 +4234 * Flag if load is scalable [4.10.6.4] +4235 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +4236 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +4237 * assigned to RequiredLoad +4238 LoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4239 and (LoadIsOverride(t,n) = 0) +4240 and (InitialLoad(t,n) >= 0) } ; +4241 +4242 * Calculate Island-level scaling factor [4.10.6.3] +4243 * --> applied to InitialLoad in order to calculate RequiredLoad +4244 LoadScalingFactor(t,isl) +4245 = ( TargetTotalLoad(t,isl) +4246 - Sum[ n $ { nodeIsland(t,n,isl) +4247 and (LoadIsScalable(t,n) = 0) }, InitialLoad(t,n) ] +4248 ) / Sum[ n $ { nodeIsland(t,n,isl) +4249 and (LoadIsScalable(t,n) = 1) }, InitialLoad(t,n) ] +4250 ; +4251 +4252 * Calculate RequiredLoad [4.10.6.1] +4253 RequiredLoad(t,n) $ LoadIsScalable(t,n) +4254 = InitialLoad(t,n) * sum[ isl $ nodeisland(t,n,isl) +4255 , LoadScalingFactor(t,isl) ]; +4256 +4257 RequiredLoad(t,n) $ (LoadIsScalable(t,n) = 0) = InitialLoad(t,n); +4258 +4259 RequiredLoad(t,n) = RequiredLoad(t,n) +4260 + [instructedloadshed(t,n) $ instructedshedactive(t,n)] ; +4261 +4262 +4263 * Recalculate energy scarcity limits ------------------------------------------- +4264 ScarcityEnrgLimit(t,n,blk) = 0 ; +4265 +4266 ScarcityEnrgLimit(t,n,blk) $ energyScarcityEnabled(t) +4267 = scarcityEnrgNodeLimit(t,n,blk); +4268 +4269 ScarcityEnrgLimit(t,n,blk) +4270 $ { energyScarcityEnabled(t) +4271 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4272 and (RequiredLoad(t,n) > 0) +4273 } +4274 = scarcityEnrgNodeFactor(t,n,blk) * RequiredLoad(t,n); +4275 +4276 ScarcityEnrgLimit(t,n,blk) +4277 $ { energyScarcityEnabled(t) +4278 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4279 and (RequiredLoad(t,n) > 0) +4280 } +4281 = scarcityEnrgNationalFactor(t,blk) * RequiredLoad(t,n); +4282 *------------------------------------------------------------------------------- +4283 +4284 +4285 +4286 * Update Free Reserve and SharedNFRmax +4287 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.1.2) +4288 sharedNFRLoad(t,isl) +4289 = sum[ nodeIsland(t,n,isl), RequiredLoad(t,n)] +4290 + sum[ (bd,blk) $ bidIsland(t,bd,isl), DemBidMW(t,bd,blk) ] +4291 - sharedNFRLoadOffset(t,isl) ; +4292 +4293 sharedNFRMax(t,isl) = Min{ RMTReserveLimitTo(t,isl,'FIR'), +4294 sharedNFRFactor(t)*sharedNFRLoad(t,isl) } ; +4295 +4296 * Risk parameters +4297 FreeReserve(t,isl,resC,riskC) +4298 = riskParameter(t,isl,resC,riskC,'freeReserve') +4299 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +4300 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(t,isl1) +4301 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +4302 and (inputGDXGDate >= jdate(2016,10,20)) } +4303 ; +4304 +4305 * 6.5.2.3 Total shared NFR is capped by shared NFR max +4306 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4307 +4308 *); +4309 +4310 +4311 +4312 ) ; +4313 +4314 +4315 unsolvedDT(dt) = yes; +4316 VSPDModel(dt) = 0 ; +4317 option clear = useBranchFlowMIP ; +4318 +4319 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +4320 exitLoop = 0; +4321 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +4322 +4323 * 7a. Reset all sets, parameters and variables ------------------------------- +4324 option clear = t ; +4325 * Generation variables +4326 option clear = GENERATION ; +4327 option clear = GENERATIONBLOCK ; +4328 option clear = GENERATIONUPDELTA ; +4329 option clear = GENERATIONDNDELTA ; +4330 * Purchase variables +4331 option clear = PURCHASE ; +4332 option clear = PURCHASEBLOCK ; +4333 * Network variables +4334 option clear = ACNODENETINJECTION ; +4335 option clear = ACNODEANGLE ; +4336 option clear = ACBRANCHFLOW ; +4337 option clear = ACBRANCHFLOWDIRECTED ; +4338 option clear = ACBRANCHLOSSESDIRECTED ; +4339 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +4340 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +4341 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +4342 option clear = HVDCLINKFLOW ; +4343 option clear = HVDCLINKLOSSES ; +4344 option clear = LAMBDA ; +4345 option clear = LAMBDAINTEGER ; +4346 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +4347 option clear = HVDCPOLEFLOW_INTEGER ; +4348 * Risk/Reserve variables +4349 option clear = RISKOFFSET ; +4350 option clear = HVDCREC ; +4351 option clear = ISLANDRISK ; +4352 option clear = RESERVEBLOCK ; +4353 option clear = RESERVE ; +4354 option clear = ISLANDRESERVE; +4355 * NMIR variables +4356 option clear = SHAREDNFR ; +4357 option clear = SHAREDRESERVE ; +4358 option clear = HVDCSENT ; +4359 option clear = RESERVESHAREEFFECTIVE ; +4360 option clear = RESERVESHARERECEIVED ; +4361 option clear = RESERVESHARESENT ; +4362 option clear = HVDCSENDING ; +4363 option clear = INZONE ; +4364 option clear = HVDCSENTINSEGMENT ; +4365 option clear = HVDCRESERVESENT ; +4366 option clear = HVDCSENTLOSS ; +4367 option clear = HVDCRESERVELOSS ; +4368 option clear = LAMBDAHVDCENERGY ; +4369 option clear = LAMBDAHVDCRESERVE ; +4370 option clear = RESERVESHAREPENALTY ; +4371 * Objective +4372 option clear = NETBENEFIT ; +4373 * Violation variables +4374 option clear = TOTALPENALTYCOST ; +4375 option clear = DEFICITBUSGENERATION ; +4376 option clear = SURPLUSBUSGENERATION ; +4377 option clear = DEFICITRESERVE_CE ; +4378 option clear = DEFICITRESERVE_ECE ; +4379 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +4380 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +4381 option clear = DEFICITRAMPRATE ; +4382 option clear = SURPLUSRAMPRATE ; +4383 option clear = DEFICITBRANCHFLOW ; +4384 option clear = SURPLUSBRANCHFLOW ; +4385 option clear = DEFICITMNODECONSTRAINT ; +4386 option clear = SURPLUSMNODECONSTRAINT ; +4387 +4388 option clear = SCARCITYCOST; +4389 option clear = ENERGYSCARCITYBLK ; +4390 option clear = ENERGYSCARCITYNODE; +4391 +4392 option clear = RESERVESHORTFALLBLK; +4393 option clear = RESERVESHORTFALL; +4394 option clear = RESERVESHORTFALLUNITBLK; +4395 option clear = RESERVESHORTFALLUNIT; +4396 option clear = RESERVESHORTFALLGROUPBLK; +4397 option clear = RESERVESHORTFALLGROUP; +4398 +4399 * Clear the pole circular branch flow flag +4400 option clear = circularBranchFlowExist ; +4401 option clear = poleCircularBranchFlowExist ; +4402 option clear = northHVDC ; +4403 option clear = southHVDC ; +4404 option clear = manualBranchSegmentMWFlow ; +4405 option clear = manualLossCalculation ; +4406 option clear = nonPhysicalLossExist ; +4407 option clear = modelSolved ; +4408 option clear = LPmodelSolved ; +4409 * Disconnected bus post-processing +4410 option clear = busGeneration ; +4411 option clear = busLoad ; +4412 option clear = busDisconnected ; +4413 option clear = busPrice ; +4414 +4415 +4416 * End reset +4417 +4418 +4419 * 7b. Initialise current trade period and model data ------------------------- +4420 t(dt) $ sequentialSolve = yes; +4421 t(dt1) $ (not sequentialSolve) = yes; +4422 +4423 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +4424 generationStart(offer(t(dt),o)) +4425 $ (sum[ o1, generationStart(dt,o1)] = 0) +4426 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +4427 +4428 * Additional pre-processing on parameters end +4429 +4430 +4431 * 7c. Updating the variable bounds before model solve ------------------------ +4432 +4433 * TN - Pivot or Demand Analysis - revise input data +4436 * TN - Pivot or Demand Analysis - revise input data end +4437 +4438 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +4439 +4440 * Offer blocks - Constraint 6.1.1.1 +4441 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +4442 = EnrgOfrMW(genOfrBlk) ; +4443 +4444 GENERATIONBLOCK.fx(t,o,blk) +4445 $ (not genOfrBlk(t,o,blk)) = 0 ; +4446 +4447 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +4448 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +4449 +4450 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +4451 GENERATION.up(offer(t,o)) +4452 $ { windOffer(offer) and priceResponsive(offer) } +4453 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +4454 +4455 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +4456 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +4457 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +4458 +4459 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4460 = 0 $ [DemBidMW(t,bd,blk)>0]; +4461 +4462 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +4463 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) $ [DemBidMW(t,bd,blk)<0] = 0; +4464 +4465 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4466 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +4467 +4468 PURCHASEBLOCK.fx(t,bd,blk) +4469 $ (not demBidBlk(t,bd,blk)) +4470 = 0 ; +4471 +4472 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +4473 +4474 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +4475 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +4476 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +4477 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +4478 +4479 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +4480 +4481 +4482 *======= HVDC TRANSMISSION EQUATIONS =========================================== +4483 +4484 * Ensure that variables used to specify flow and losses on HVDC link are +4485 * zero for AC branches and for open HVDC links. +4486 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4487 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4488 +4489 * Apply an upper bound on the weighting parameter based on its definition +4490 LAMBDA.up(branch,bp) = 1 ; +4491 +4492 * Ensure that the weighting factor value is zero for AC branches and for +4493 * invalid loss segments on HVDC links +4494 LAMBDA.fx(HVDClink,bp) +4495 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +4496 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +4497 +4498 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +4499 +4500 +4501 *======= AC TRANSMISSION EQUATIONS ============================================= +4502 +4503 * Ensure that variables used to specify flow and losses on AC branches are +4504 * zero for HVDC links branches and for open AC branches +4505 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +4506 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4507 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4508 +4509 * Ensure directed block flow and loss block variables are zero for +4510 * non-AC branches and invalid loss segments on AC branches +4511 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +4512 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4513 +4514 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +4515 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4516 +4517 +4518 * Constraint 6.4.1.10 - Ensure that the bus voltage angle for the buses +4519 * corresponding to the reference nodes are set to zero +4520 ACNODEANGLE.fx(t,b) +4521 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +4522 +4523 *======= AC TRANSMISSION EQUATIONS END ========================================= +4524 +4525 +4526 *======= RISK & RESERVE EQUATIONS ============================================== +4527 +4528 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +4529 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +4530 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +4531 +4532 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +4533 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +4534 = ResOfrMW(resOfrBlk) ; +4535 +4536 * Fix the reserve variable for invalid reserve offers. These are offers that +4537 * are either not connected to the grid or have no reserve quantity offered. +4538 RESERVE.fx(t,o,resC,resT) +4539 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +4540 +4541 * NMIR project variables +4542 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4543 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4544 +4545 * Total shared NFR is capped by shared NFR max(6.5.2.3) +4546 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4547 +4548 * No forward reserve sharing if HVDC capacity is zero +4549 RESERVESHARESENT.fx(t,isl,resC,rd) +4550 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +4551 +4552 * No forward reserve sharing if reserve sharing is disabled +4553 RESERVESHARESENT.fx(t,isl,resC,rd) +4554 $ (reserveShareEnabled(t,resC)=0) = 0; +4555 +4556 * No reserve sharing to cover HVDC risk +4557 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +4558 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +4559 +4560 * (6.5.2.16) - SPD version 11 - no RP zone if reserve round power disabled +4561 INZONE.fx(t,isl,resC,z) +4562 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +4563 +4564 * (6.5.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +4565 INZONE.fx(t,isl,resC,z) +4566 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +4567 +4568 * Fixing Lambda integer variable for energy sent +4569 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +4570 and (ord(bp) = 1) } = 1 ; +4571 +4572 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +4573 +4574 * To be reviewed NMIR +4575 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +4576 $ { (HVDCCapacity(t,isl) = 0) +4577 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +4578 +4579 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +4580 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +4581 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +4582 +4583 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +4584 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +4585 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4586 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +4587 $ (not reserveScarcityEnabled(t)) = 0; +4588 RESERVESHORTFALL.fx(t,isl,resC,riskC) +4589 $ (not reserveScarcityEnabled(t)) = 0; +4590 +4591 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +4592 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4593 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +4594 $ (not reserveScarcityEnabled(t)) = 0; +4595 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +4596 $ (not reserveScarcityEnabled(t)) = 0; +4597 +4598 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +4599 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4600 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +4601 $ (not reserveScarcityEnabled(t)) = 0; +4602 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +4603 $ (not reserveScarcityEnabled(t)) = 0; +4604 ; +4605 +4606 +4607 *======= RISK & RESERVE EQUATIONS END ========================================== +4608 +4609 +4610 * Updating the variable bounds before model solve end +4611 +4612 +4613 * 7d. Solve Models +4614 +4615 * Solve the LP model --------------------------------------------------------- +4616 if( (Sum[t, VSPDModel(t)] = 0), +4617 +4618 if( UseShareReserve, +4619 option bratio = 1 ; +4620 vSPD_NMIR.Optfile = 1 ; +4621 vSPD_NMIR.optcr = MIPOptimality ; +4622 vSPD_NMIR.reslim = MIPTimeLimit ; +4623 vSPD_NMIR.iterlim = MIPIterationLimit ; +4624 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4625 * Set the model solve status +4626 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4627 or (vSPD_NMIR.modelstat = 8) ) +4628 and ( vSPD_NMIR.solvestat = 1 ) } ; +4629 else +4630 option bratio = 1 ; +4631 vSPD.reslim = LPTimeLimit ; +4632 vSPD.iterlim = LPIterationLimit ; +4633 solve vSPD using lp maximizing NETBENEFIT ; +4634 * Set the model solve status +4635 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4636 ) +4637 +4638 * Post a progress message to the console and for use by EMI. +4639 if((ModelSolved = 1) and (sequentialSolve = 0), +4640 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 ' +4641 'is solved successfully.'/ +4642 'Objective function value: ' +4643 NETBENEFIT.l:<15:4 / +4644 'Violation Cost : ' +4645 TOTALPENALTYCOST.l:<15:4 / +4646 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +4647 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 ' +4648 'is solved unsuccessfully.'/ +4649 ) ; +4650 +4651 if((ModelSolved = 1) and (sequentialSolve = 1), +4652 loop(t, +4653 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ') ' +4654 'is solved successfully.'/ +4655 'Objective function value: ' +4656 NETBENEFIT.l:<15:4 / +4657 'Violations cost : ' +4658 TOTALPENALTYCOST.l:<15:4 / +4659 ) ; +4660 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +4661 loop(t, +4662 unsolvedDT(t) = no; +4663 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ') ' +4664 'is solved unsuccessfully.'/ +4665 ) ; +4666 +4667 ) ; +4668 * Solve the LP model end ----------------------------------------------------- +4669 +4670 +4671 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +4672 elseif (Sum[t, VSPDModel(t)] = 1), +4673 * Fix the values of these integer variables that are not needed +4674 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +4675 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +4676 +4677 * Fix the integer AC branch flow variable to zero for invalid branches +4678 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +4679 $ (not branch(t,br)) = 0 ; +4680 +4681 * Apply an upper bound on the integer weighting parameter +4682 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +4683 +4684 * Ensure that the weighting factor value is zero for AC branches +4685 * and for invalid loss segments on HVDC links +4686 LAMBDAINTEGER.fx(branch(t,br),bp) +4687 $ { ACbranch(branch) +4688 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +4689 } = 0 ; +4690 +4691 * Fix the lambda integer variable to zero for invalid branches +4692 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +4693 +4694 option bratio = 1 ; +4695 vSPD_BranchFlowMIP.Optfile = 1 ; +4696 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +4697 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +4698 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +4699 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +4700 * Set the model solve status +4701 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +4702 (vSPD_BranchFlowMIP.modelstat = 8) +4703 ] +4704 and +4705 [ vSPD_BranchFlowMIP.solvestat = 1 ] +4706 } ; +4707 +4708 * Post a progress message for use by EMI. +4709 if(ModelSolved = 1, +4710 +4711 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +4712 SOS1_solve(t) = yes; +4713 +4714 loop(t, +4715 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ') ' +4716 'is solved successfully for branch integer.'/ +4717 'Objective function value: ' +4718 NETBENEFIT.l:<15:4 / +4719 'Violations cost : ' +4720 TOTALPENALTYCOST.l:<15:4 / +4721 ) ; +4722 else +4723 loop(t, +4724 unsolvedDT(t) = yes; +4725 VSPDModel(t) = 2; +4726 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ') ' +4727 'is solved unsuccessfully for branch integer.'/ +4728 ) ; +4729 ) ; +4730 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +4731 +4732 +4733 * Solve the LP model and stop ------------------------------------------------ +4734 elseif (Sum[t, VSPDModel(t)] = 2), +4735 +4736 if( UseShareReserve, +4737 option bratio = 1 ; +4738 vSPD_NMIR.Optfile = 1 ; +4739 vSPD_NMIR.optcr = MIPOptimality ; +4740 vSPD_NMIR.reslim = MIPTimeLimit ; +4741 vSPD_NMIR.iterlim = MIPIterationLimit ; +4742 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4743 * Set the model solve status +4744 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4745 or (vSPD_NMIR.modelstat = 8) ) +4746 and ( vSPD_NMIR.solvestat = 1 ) } ; +4747 else +4748 option bratio = 1 ; +4749 vSPD.reslim = LPTimeLimit ; +4750 vSPD.iterlim = LPIterationLimit ; +4751 solve vSPD using lp maximizing NETBENEFIT ; +4752 * Set the model solve status +4753 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4754 ) +4755 +4756 * Post a progress message for use by EMI. +4757 if( ModelSolved = 1, +4758 loop(t, +4759 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl ')' +4760 ' integer resolve was unsuccessful.' / +4761 'Reverting back to linear solve and ' +4762 'solve successfully. ' / +4763 'Objective function value: ' +4764 NETBENEFIT.l:<15:4 / +4765 'Violations cost : ' +4766 TOTALPENALTYCOST.l:<15:4 / +4767 'Solution may have circulating flows ' +4768 'and/or non-physical losses.' / +4769 ) ; +4770 else +4771 loop(t, +4772 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 (' t.tl +4773 ') integer solve was unsuccessful. ' +4774 'Reverting back to linear solve. ' +4775 'Linear solve unsuccessful.' / +4776 ) ; +4777 ) ; +4778 +4779 unsolvedDT(t) = no; +4780 +4781 * Solve the LP model and stop end -------------------------------------------- +4782 +4783 ) ; +4784 * Solve the models end +4785 +4786 +4787 +4788 * 6e. Check if the LP results are valid -------------------------------------- +4789 if((ModelSolved = 1), +4790 useBranchFlowMIP(t) = 0 ; +4791 * Check if there is no branch circular flow and non-physical losses +4792 Loop( t $ (VSPDModel(t)=0) , +4793 +4794 * Check if there are circulating branch flows on loss AC branches +4795 circularBranchFlowExist(ACbranch(t,br)) +4796 $ { LossBranch(ACbranch) and +4797 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4798 - abs(ACBRANCHFLOW.l(ACbranch)) +4799 ) > circularBranchFlowTolerance +4800 ] +4801 } = 1 ; +4802 +4803 * Determine the circular branch flow flag on each HVDC pole +4804 TotalHVDCpoleFlow(t,pole) +4805 = sum[ br $ HVDCpoleBranchMap(pole,br) +4806 , HVDCLINKFLOW.l(t,br) ] ; +4807 +4808 MaxHVDCpoleFlow(t,pole) +4809 = smax[ br $ HVDCpoleBranchMap(pole,br) +4810 , HVDCLINKFLOW.l(t,br) ] ; +4811 +4812 poleCircularBranchFlowExist(t,pole) +4813 $ { ( TotalHVDCpoleFlow(t,pole) +4814 - MaxHVDCpoleFlow(t,pole) +4815 ) > circularBranchFlowTolerance +4816 } = 1 ; +4817 +4818 * Check if there are circulating branch flows on HVDC +4819 NorthHVDC(t) +4820 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4821 busIsland(t,b,isl) and +4822 HVDClinkSendingBus(t,br,b) and +4823 HVDClink(t,br) +4824 }, HVDCLINKFLOW.l(t,br) +4825 ] ; +4826 +4827 SouthHVDC(t) +4828 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4829 busIsland(t,b,isl) and +4830 HVDClinkSendingBus(t,br,b) and +4831 HVDClink(t,br) +4832 }, HVDCLINKFLOW.l(t,br) +4833 ] ; +4834 +4835 circularBranchFlowExist(t,br) +4836 $ { HVDClink(t,br) and LossBranch(t,br) and +4837 (NorthHVDC(t) > circularBranchFlowTolerance) and +4838 (SouthHVDC(t) > circularBranchFlowTolerance) +4839 } = 1 ; +4840 +4841 * Check if there are non-physical losses on HVDC links +4842 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4843 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4844 and validLossSegment(t,br,los,fd) } +4845 = Min[ Max( 0, +4846 [ abs(HVDCLINKFLOW.l(HVDClink)) +4847 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4848 ] +4849 ), +4850 ( LossSegmentMW(HVDClink,los,fd) +4851 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4852 ) +4853 ] ; +4854 +4855 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4856 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4857 , LossSegmentFactor(HVDClink,los,fd) +4858 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4859 ] ; +4860 +4861 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4862 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4863 - ManualLossCalculation(HVDClink) +4864 ) > NonPhysicalLossTolerance +4865 } = 1 ; +4866 +4867 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4868 * and non-physical loss branches exceeds the specified tolerance +4869 useBranchFlowMIP(t) +4870 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4871 , resolveCircularBranchFlows +4872 * circularBranchFlowExist(t,br) +4873 ] +4874 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4875 , resolveCircularBranchFlows +4876 * circularBranchFlowExist(t,br) +4877 + resolveHVDCnonPhysicalLosses +4878 * NonPhysicalLossExist(t,br) +4879 ] +4880 + sum[ pole, resolveCircularBranchFlows +4881 * poleCircularBranchFlowExist(t,pole) +4882 ] +4883 ) > UseBranchFlowMIPTolerance +4884 } = 1 ; +4885 +4886 * Check if there is no branch circular flow and non-physical losses end +4887 ); +4888 +4889 * A period is unsolved if MILP model is required +4890 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4891 +4892 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4893 loop( unsolvedDT(t), +4894 if( UseBranchFlowMIP(t) >= 1, +4895 VSPDModel(t) = 1; +4896 putclose rep 'The case: PRSS_202210101230_91302022102330479_20221010123314 requires a ' +4897 'vSPD_BranchFlowMIP resolve for period ' +4898 t.tl '. Switching Vectorisation OFF.'/ +4899 ) ; +4900 +4901 ) ; +4902 +4903 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4904 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4905 +4906 * Check if the LP results are valid end +4907 ) ; +4908 +4909 +4910 +4911 * 6f. Check for disconnected nodes and adjust prices accordingly ------------- +4912 +4913 * See Rule Change Proposal August 2008 - Disconnected nodes available at +4914 * www.systemoperator.co.nz/reports-papers + Disconnected nodes are defined as follows: + Pre-MSP: Have no generation or load, are disconnected from the network + and has a price = CVP. + Post-MSP: Indication to SPD whether a bus is dead or not. + Dead buses are not processed by the SPD solved + Disconnected nodes' prices set by the post-process with the following rules: + Scenario A/B/D: Price for buses in live electrical island determined + by the solved + Scenario C/F/G/H/I: Buses in the dead electrical island with: + a. Null/zero load: Marked as disconnected with $0 price. + b. Positive load: Price = CVP for deficit generation + c. Negative load: Price = -CVP for surplus generation + Scenario E: Price for bus in live electrical island with zero load needs to + be adjusted since actually is disconnected. + + The Post-MSP implementation imply a mapping of a bus to an electrical island + and an indication of whether this electrical island is live of dead. + The correction of the prices is performed by SPD. +4935 +4936 busGeneration(bus(t,b)) +4937 = sum[ (o,n) $ { offerNode(t,o,n) and NodeBus(t,n,b) } +4938 , NodeBusAllocationFactor(t,n,b) * GENERATION.l(t,o) +4939 ] ; +4940 +4941 busLoad(bus(t,b)) +4942 = sum[ NodeBus(t,n,b) +4943 , NodeBusAllocationFactor(t,n,b) * RequiredLoad(t,n) +4944 ] ; +4945 +4946 busPrice(bus(t,b)) = ACnodeNetInjectionDefinition2.m(t,b) ; +4947 +4948 if((disconnectedNodePriceCorrection = 1), +4949 * Post-MSP cases +4950 * Scenario C/F/G/H/I: +4951 busDisconnected(bus(t,b)) $ { (busLoad(bus) = 0) +4952 and (busElectricalIsland(bus) = 0) +4953 } = 1 ; +4954 * Scenario E: +4955 busDisconnected(bus(t,b)) +4956 $ { ( sum[ b1 $ { busElectricalIsland(t,b1) +4957 = busElectricalIsland(bus) } +4958 , busLoad(t,b1) ] = 0 +4959 ) and +4960 ( busElectricalIsland(bus) > 0 ) +4961 } = 1 ; +4962 * Set prices at dead buses with non-zero load +4963 busPrice(bus(t,b)) $ { (busLoad(bus) > 0) and +4964 (busElectricalIsland(bus)= 0) +4965 } = DeficitBusGenerationPenalty ; +4966 +4967 busPrice(bus(t,b)) $ { (busLoad(bus) < 0) and +4968 (busElectricalIsland(bus)= 0) +4969 } = -SurplusBusGenerationPenalty ; +4970 +4971 * Set price at identified disconnected buses to 0 +4972 busPrice(bus)$busDisconnected(bus) = 0 ; +4973 ) ; +4974 +4975 * End Check for disconnected nodes and adjust prices accordingly +4976 +4977 * TN - Replacing invalid prices after SOS1 +4978 * 6f0. Replacing invalid prices after SOS1 (7.1.3)---------------------------- +4979 if ( SOS1_solve(dt), +4980 busSOSinvalid(dt,b) +4981 = 1 $ { [ ( busPrice(dt,b) = 0 ) +4982 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +4983 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +4984 ] +4985 and bus(dt,b) +4986 and [ not busDisconnected(dt,b) ] +4987 and [ busLoad(dt,b) = busGeneration(dt,b) ] +4988 and [ sum[(br,fd) +4989 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4990 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +4991 ] = 0 +4992 ] +4993 and [ sum[ br +4994 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4995 , 1 +4996 ] > 0 +4997 ] +4998 }; +4999 numberofbusSOSinvalid(dt) = 2*sum[b, busSOSinvalid(dt,b)]; +5000 While ( sum[b, busSOSinvalid(dt,b)] < numberofbusSOSinvalid(dt) , +5001 numberofbusSOSinvalid(dt) = sum[b, busSOSinvalid(dt,b)]; +5002 busPrice(dt,b) +5003 $ { busSOSinvalid(dt,b) +5004 and ( sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5005 and sum[ br $ { branch(dt,br) +5006 and BranchBusConnect(dt,br,b) +5007 and BranchBusConnect(dt,br,b1) +5008 }, 1 +5009 ] +5010 }, 1 +5011 ] > 0 +5012 ) +5013 } +5014 = sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5015 and sum[ br $ { branch(dt,br) +5016 and BranchBusConnect(dt,br,b) +5017 and BranchBusConnect(dt,br,b1) +5018 }, 1 ] +5019 }, busPrice(dt,b1) +5020 ] +5021 / sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5022 and sum[ br $ { branch(dt,br) +5023 and BranchBusConnect(dt,br,b) +5024 and BranchBusConnect(dt,br,b1) +5025 }, 1 ] +5026 }, 1 +5027 ]; +5028 +5029 busSOSinvalid(dt,b) +5030 = 1 $ { [ ( busPrice(dt,b) = 0 ) +5031 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +5032 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +5033 ] +5034 and bus(dt,b) +5035 and [ not busDisconnected(dt,b) ] +5036 and [ busLoad(dt,b) = busGeneration(dt,b) ] +5037 and [ sum[(br,fd) +5038 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5039 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +5040 ] = 0 +5041 ] +5042 and [ sum[ br +5043 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5044 , 1 +5045 ] > 0 +5046 ] +5047 }; +5048 ); +5049 ); +5050 * End Replacing invalid prices after SOS1 (7.1.3) ---------------------------- +5051 +5052 +5053 * 6g. Collect and store results of solved periods into output parameters ----- +5054 * Note: all the price relating outputs such as costs and revenues are calculated in section 7.b +5055 +5058 * Normal vSPD run - write results out for for reporting +5059 Loop t $ (not unsolvedDT(t)) do +5060 * Reporting at trading period start +5061 * Node level output +5062 o_nodeGeneration_TP(t,n) $ Node(t,n) +5063 = sum[ o $ offerNode(t,o,n), GENERATION.l(t,o) ] ; +5064 +5065 o_nodeLoad_TP(t,n) $ Node(t,n) +5066 = RequiredLoad(t,n) +5067 + Sum[ bd $ bidNode(t,bd,n), PURCHASE.l(t,bd) ]; +5068 +5069 o_nodePrice_TP(t,n) $ Node(t,n) +5070 = sum[ b $ NodeBus(t,n,b) +5071 , NodeBusAllocationFactor(t,n,b) * busPrice(t,b) +5072 ] ; +5073 +5074 if { runPriceTransfer(t) +5075 and ( (studyMode = 101) or (studyMode = 201) or (studyMode = 130)) +5076 } then +5077 o_nodeDead_TP(t,n) +5078 = 1 $ ( sum[b $ {NodeBus(t,n,b) and (not busDisconnected(t,b)) +5079 }, NodeBusAllocationFactor(t,n,b) ] = 0 ) ; +5080 +5081 o_nodeDeadPriceFrom_TP(t,n,n1) +5082 = 1 $ {o_nodeDead_TP(t,n) and node2node(t,n,n1)}; +5083 +5084 o_nodeDeadPrice_TP(t,n) $ o_nodeDead_TP(t,n) = 1; +5085 +5086 While sum[ n $ o_nodeDead_TP(t,n), o_nodeDeadPrice_TP(t,n) ] do +5087 o_nodePrice_TP(t,n) +5088 $ { o_nodeDead_TP(t,n) and o_nodeDeadPrice_TP(t,n) } +5089 = sum[n1 $ o_nodeDeadPriceFrom_TP(t,n,n1) +5090 , o_nodePrice_TP(t,n1) ] ; +5091 +5092 o_nodeDeadPrice_TP(t,n) +5093 = 1 $ sum[n1 $ o_nodeDead_TP(t,n1) +5094 , o_nodeDeadPriceFrom_TP(t,n,n1) ]; +5095 +5096 o_nodeDeadPriceFrom_TP(t,n,n2) $ o_nodeDeadPrice_TP(t,n) +5097 = 1 $ { sum[ n1 $ { node2node(t,n1,n2) +5098 and o_nodeDeadPriceFrom_TP(t,n,n1) }, 1 ] +5099 } ; +5100 +5101 o_nodeDeadPriceFrom_TP(t,n,n1) $ o_nodeDead_TP(t,n1) = 0 ; +5102 +5103 endwhile +5104 endif; +5105 +5106 * Offer output +5107 o_offerEnergy_TP(t,o) $ offer(t,o) = GENERATION.l(t,o) ; +5108 +5109 o_offerRes_TP(t,o,resC) $ offer(t,o) +5110 = sum[ resT, RESERVE.l(t,o,resC,resT) ] ; +5111 +5112 o_offerFIR_TP(t,o) $ offer(t,o) +5113 = sum[ resC $ (ord(resC) = 1),o_offerRes_TP(t,o,resC) ] ; +5114 +5115 o_offerSIR_TP(t,o) $ offer(t,o) +5116 = sum[ resC $ (ord(resC) = 2),o_offerRes_TP(t,o,resC) ] ; +5117 +5118 * Risk group output +5119 o_groupEnergy_TP(t,rg,GenRisk) +5120 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerEnergy_TP(t,o) ]; +5121 +5122 o_groupFKband_TP(t,rg,GenRisk) +5123 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), FKBand(t,o) ]; +5124 +5125 o_groupRes_TP(t,rg,resC,GenRisk) +5126 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerRes_TP(t,o,resC)]; +5127 +5128 * Bus level output +5129 o_busGeneration_TP(t,b) $ bus(t,b) = busGeneration(t,b) ; +5130 +5131 o_busLoad_TP(t,b) $ bus(t,b) +5132 = busLoad(t,b) +5133 + Sum[ (bd,n) $ { bidNode(t,bd,n) and NodeBus(t,n,b) } +5134 , PURCHASE.l(t,bd) ]; +5135 +5136 o_busPrice_TP(t,b) $ bus(t,b) = busPrice(t,b) ; +5137 +5138 o_busDeficit_TP(t,b) $ bus(t,b) +5139 = DEFICITBUSGENERATION.l(t,b) +5140 + sum[n, NodeBusAllocationFactor(t,n,b)*ENERGYSCARCITYNODE.l(t,n)]; +5141 +5142 o_busSurplus_TP(t,b)$bus(t,b) = SURPLUSBUSGENERATION.l(t,b) ; +5143 +5144 * Node level output +5145 +5146 totalBusAllocation(t,b) $ bus(t,b) +5147 = sum[ n $ Node(t,n), NodeBusAllocationFactor(t,n,b)]; +5148 +5149 busNodeAllocationFactor(t,b,n) $ (totalBusAllocation(t,b) > 0) +5150 = NodeBusAllocationFactor(t,n,b) / totalBusAllocation(t,b) ; +5151 +5152 * TN - post processing unmapped generation deficit buses start + The following code is added post-process generation deficit bus that is not + mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a + deficit is detected at a bus that does not map directly to a pnode, SPD creates + a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a + pnode. The price at the deficit bus is assigned directly to the pnode, + overwriting any weighted price that post-processing originally calculated for + the pnode. This is based on email from Nic Deller + on 25 Feb 2015. + The code is modified again on 16 Feb 2016 to avoid infinite loop when there are + many generation deficit buses. + This code is used to post-process generation deficit bus that is not mapped to +5166 unmappedDeficitBus(t,b) $ o_busDeficit_TP(t,b) +5167 = yes $ (Sum[ n, busNodeAllocationFactor(t,b,n)] = 0); +5168 +5169 changedDeficitBus(t,b) = no; +5170 +5171 If Sum[b $ unmappedDeficitBus(t,b), 1] then +5172 +5173 temp_busDeficit_TP(t,b) = o_busDeficit_TP(t,b); +5174 +5175 Loop b $ unmappedDeficitBus(t,b) do +5176 o_busDeficit_TP(t,b1) +5177 $ { Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5178 and ( branchBusDefn(t,br,b1,b) +5179 or branchBusDefn(t,br,b,b1) ) +5180 }, 1 ] +5181 } = o_busDeficit_TP(t,b1) + o_busDeficit_TP(t,b) ; +5182 +5183 changedDeficitBus(t,b1) +5184 $ Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5185 and ( branchBusDefn(t,br,b1,b) +5186 or branchBusDefn(t,br,b,b1) ) +5187 }, 1 ] = yes; +5188 +5189 unmappedDeficitBus(t,b) = no; +5190 changedDeficitBus(t,b) = no; +5191 o_busDeficit_TP(t,b) = 0; +5192 EndLoop; +5193 +5194 Loop n $ sum[ b $ changedDeficitBus(t,b) +5195 , busNodeAllocationFactor(t,b,n)] do +5196 o_nodePrice_TP(t,n) = deficitBusGenerationPenalty ; +5197 o_nodeDeficit_TP(t,n) = sum[ b $ busNodeAllocationFactor(t,b,n), +5198 busNodeAllocationFactor(t,b,n) +5199 * o_busDeficit_TP(t,b) ] ; +5200 EndLoop; +5201 +5202 o_busDeficit_TP(t,b) = temp_busDeficit_TP(t,b); +5203 Endif; +5204 * TN - post processing unmapped generation deficit buses end +5205 +5206 o_nodeDeficit_TP(t,n) $ Node(t,n) +5207 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5208 * DEFICITBUSGENERATION.l(t,b) ] ; +5209 +5210 o_nodeSurplus_TP(t,n) $ Node(t,n) +5211 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5212 * SURPLUSBUSGENERATION.l(t,b) ] ; +5213 +5214 * branch output +5215 o_branchFlow_TP(t,br) $ ACbranch(t,br) = ACBRANCHFLOW.l(t,br); +5216 +5217 o_branchFlow_TP(t,br) $ HVDClink(t,br) = HVDCLINKFLOW.l(t,br); +5218 +5219 o_branchDynamicLoss_TP(t,br) $ ACbranch(t,br) +5220 = sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] ; +5221 +5222 o_branchDynamicLoss_TP(t,br) $ HVDClink(t,br) +5223 = HVDCLINKLOSSES.l(t,br) ; +5224 +5225 o_branchFixedLoss_TP(t,br) $ branch(t,br) +5226 = branchFixedLoss(t,br) ; +5227 +5228 o_branchTotalLoss_TP(t,br) $ branch(t,br) +5229 = o_branchDynamicLoss_TP(t,br) + o_branchFixedLoss_TP(t,br) ; +5230 +5231 o_branchMarginalPrice_TP(t,br) $ ACbranch(t,br) +5232 = sum[ fd, ACbranchMaximumFlow.m(t,br,fd) ] ; +5233 +5234 o_branchMarginalPrice_TP(t,br) $ HVDClink(t,br) +5235 = HVDClinkMaximumFlow.m(t,br) ; +5236 +5237 o_branchCapacity_TP(t,br) $ branch(t,br) +5238 = sum[ fd $ ( ord(fd) = 1 ) +5239 , branchCapacity(t,br,fd) +5240 ] $ { o_branchFlow_TP(t,br) >= 0 } +5241 + sum[ fd $ ( ord(fd) = 2 ) +5242 , branchCapacity(t,br,fd) +5243 ] $ { o_branchFlow_TP(t,br) < 0 } ; +5244 +5245 * bid output +5246 o_bidEnergy_TP(t,bd) $ bid(t,bd) = PURCHASE.l(t,bd) ; +5247 +5248 o_bidTotalMW_TP(t,bd) $ bid(t,bd) +5249 = sum[ blk, DemBidMW(t,bd,blk) ] ; +5250 +5251 * Violation reporting based on the CE and ECE +5252 o_ResViolation_TP(t,isl,resC) +5253 = DEFICITRESERVE_CE.l(t,isl,resC) +5254 + DEFICITRESERVE_ECE.l(t,isl,resC) ; +5255 +5256 o_FIRviolation_TP(t,isl) +5257 = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(t,isl,resC) ] ; +5258 +5259 o_SIRviolation_TP(t,isl) +5260 = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(t,isl,resC) ] ; +5261 +5262 * Risk marginal prices and shortfall outputs +5263 o_GenRiskPrice_TP(t,isl,o,resC,GenRisk) +5264 = -GenIslandRiskCalculation_1.m(t,isl,o,resC,GenRisk) ; +5265 +5266 o_GenRiskShortfall_TP(t,isl,o,resC,GenRisk) +5267 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,GenRisk) ; +5268 +5269 o_HVDCSecRiskPrice_TP(t,isl,o,resC,HVDCSecRisk) +5270 = -HVDCIslandSecRiskCalculation_GEN_1.m(t,isl,o,resC,HVDCSecRisk) ; +5271 +5272 o_HVDCSecRiskShortfall_TP(t,isl,o,resC,HVDCSecRisk) +5273 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,HVDCSecRisk) ; +5274 +5275 o_GenRiskGroupPrice_TP(t,isl,rg,resC,GenRisk) +5276 = -GenIslandRiskGroupCalculation_1.m(t,isl,rg,resC,GenRisk) ; +5277 +5278 o_GenRiskGroupShortfall_TP(t,isl,rg,resC,GenRisk) +5279 = RESERVESHORTFALLGROUP.l(t,isl,rg,resC,GenRisk) ; +5280 +5281 o_HVDCRiskPrice_TP(t,isl,resC,HVDCrisk) +5282 = -HVDCIslandRiskCalculation.m(t,isl,resC,HVDCrisk); +5283 +5284 o_HVDCRiskShortfall_TP(t,isl,resC,HVDCrisk) +5285 = RESERVESHORTFALL.l(t,isl,resC,HVDCrisk); +5286 +5287 +5288 o_ManualRiskPrice_TP(t,isl,resC,ManualRisk) +5289 = -ManualIslandRiskCalculation.m(t,isl,resC,ManualRisk) ; +5290 +5291 o_ManualRiskShortfall_TP(t,isl,resC,ManualRisk) +5292 = RESERVESHORTFALL.l(t,isl,resC,ManualRisk) ; +5293 +5294 o_HVDCSecManualRiskPrice_TP(t,isl,resC,HVDCSecRisk) +5295 = -HVDCIslandSecRiskCalculation_Manu_1.m(t,isl,resC,HVDCSecRisk); +5296 +5297 o_HVDCSecManualRiskShortfall_TP(t,isl,resC,HVDCSecRisk) +5298 = RESERVESHORTFALL.l(t,isl,resC,HVDCSecRisk) ; +5299 +5300 * Security constraint data +5301 +5302 o_brConstraintSense_TP(t,brCstr) $ branchConstraint(t,brCstr) +5303 = branchConstraintSense(t,brCstr) ; +5304 +5305 o_brConstraintLHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5306 = [ branchSecurityConstraintLE.l(t,brCstr) +5307 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5308 +5309 o_brConstraintRHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5310 = branchConstraintLimit(t,brCstr) ; +5311 +5312 o_brConstraintPrice_TP(t,brCstr) $ branchConstraint(t,brCstr) +5313 = [ branchSecurityConstraintLE.m(t,brCstr) +5314 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5315 +5316 * Mnode constraint data +5317 o_MnodeConstraintSense_TP(t,MnodeCstr) +5318 $ MnodeConstraint(t,MnodeCstr) +5319 = MnodeConstraintSense(t,MnodeCstr) ; +5320 +5321 o_MnodeConstraintLHS_TP(t,MnodeCstr) +5322 $ MnodeConstraint(t,MnodeCstr) +5323 = [ MnodeSecurityConstraintLE.l(t,MnodeCstr) +5324 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5325 + [ MnodeSecurityConstraintGE.l(t,MnodeCstr) +5326 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5327 + [ MnodeSecurityConstraintEQ.l(t,MnodeCstr) +5328 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5329 +5330 o_MnodeConstraintRHS_TP(t,MnodeCstr) +5331 $ MnodeConstraint(t,MnodeCstr) +5332 = MnodeConstraintLimit(t,MnodeCstr) ; +5333 +5334 o_MnodeConstraintPrice_TP(t,MnodeCstr) +5335 $ MnodeConstraint(t,MnodeCstr) +5336 = [ MnodeSecurityConstraintLE.m(t,MnodeCstr) +5337 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5338 + [ MnodeSecurityConstraintGE.m(t,MnodeCstr) +5339 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5340 + [ MnodeSecurityConstraintEQ.m(t,MnodeCstr) +5341 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5342 +5343 * Island output +5344 o_ResPrice_TP(t,isl,resC)= IslandReserveCalculation.m(t,isl,resC); +5345 +5346 o_FIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 1) +5347 , o_ResPrice_TP(t,isl,resC) ]; +5348 +5349 o_SIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 2) +5350 , o_ResPrice_TP(t,isl,resC) ]; +5351 +5352 o_islandGen_TP(t,isl) +5353 = sum[ b $ busIsland(t,b,isl), busGeneration(t,b) ] ; +5354 +5355 o_islandClrBid_TP(t,isl) +5356 = sum[ bd $ bidIsland(t,bd,isl), PURCHASE.l(t,bd) ] ; +5357 +5358 o_islandLoad_TP(t,isl) +5359 = sum[ b $ busIsland(t,b,isl), busLoad(t,b) ] +5360 + o_islandClrBid_TP(t,isl) ; +5361 +5362 o_ResCleared_TP(t,isl,resC) = ISLANDRESERVE.l(t,isl,resC); +5363 +5364 o_FirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 1) +5365 , o_ResCleared_TP(t,isl,resC) ]; +5366 +5367 o_SirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 2) +5368 , o_ResCleared_TP(t,isl,resC) ]; +5369 +5370 o_islandBranchLoss_TP(t,isl) +5371 = sum[ (br,frB,toB) +5372 $ { ACbranch(t,br) and busIsland(t,toB,isl) +5373 and branchBusDefn(t,br,frB,toB) +5374 }, o_branchTotalLoss_TP(t,br) ] ; +5375 +5376 o_HVDCflow_TP(t,isl) +5377 = sum[ (br,frB,toB) +5378 $ { HVDClink(t,br) and busIsland(t,frB,isl) +5379 and branchBusDefn(t,br,frB,toB) +5380 }, o_branchFlow_TP(t,br) ] ; +5381 +5382 +5383 o_HVDCpoleFixedLoss_TP(t,isl) +5384 = sum[ (br,frB,toB) $ { HVDClink(t,br) and +5385 branchBusDefn(t,br,frB,toB) and +5386 ( busIsland(t,toB,isl) or +5387 busIsland(t,frB,isl) +5388 ) +5389 }, 0.5 * o_branchFixedLoss_TP(t,br) +5390 ] ; +5391 +5392 o_HVDCloss_TP(t,isl) +5393 = o_HVDCpoleFixedLoss_TP(t,isl) +5394 + sum[ (br,frB,toB) $ { HVDClink(t,br) and +5395 branchBusDefn(t,br,frB,toB) and +5396 busIsland(t,toB,isl) and +5397 (not (busIsland(t,frB,isl))) +5398 }, o_branchDynamicLoss_TP(t,br) +5399 ] ; +5400 +5401 o_HVDCreceived(t,isl) = HVDCREC.l(t,isl); +5402 +5403 o_HVDCRiskSubtractor(t,isl,resC,HVDCrisk) +5404 = RISKOFFSET.l(t,isl,resC,HVDCrisk) ; +5405 +5406 * TN - The code below is added for NMIR project ================================ +5407 o_EffectiveRes_TP(t,isl,resC,riskC) $ reserveShareEnabled(t,resC) +5408 = RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ; +5409 +5410 If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(t,resC)] then +5411 +5412 o_FirSent_TP(t,isl) +5413 = Sum[ (rd,resC) $ (ord(resC) = 1) +5414 , RESERVESHARESENT.l(t,isl,resC,rd)]; +5415 +5416 o_FirReceived_TP(t,isl) +5417 = Sum[ (rd,resC) $ (ord(resC) = 1) +5418 , RESERVESHARERECEIVED.l(t,isl,resC,rd) ]; +5419 +5420 o_FirEffectiveCE_TP(t,isl) +5421 = Smax[ (resC,riskC) +5422 $ { (ord(resC) = 1) and ContingentEvents(riskC) } +5423 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5424 +5425 o_FirEffectiveECE_TP(t,isl) +5426 = Smax[ (resC,riskC) +5427 $ { (ord(resC) = 1) and ExtendedContingentEvent(riskC) } +5428 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5429 +5430 o_FirEffReport_TP(t,isl) +5431 = Smax[ (resC,riskC) $ (ord(resC)=1) +5432 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5433 +5434 Endif; +5435 +5436 If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(t,resC)] then +5437 +5438 o_SirSent_TP(t,isl) +5439 = Sum[ (rd,resC) $ (ord(resC) = 2), +5440 RESERVESHARESENT.l(t,isl,resC,rd) ]; +5441 +5442 o_SirReceived_TP(t,isl) +5443 = Sum[ (fd,resC) $ (ord(resC) = 2), +5444 RESERVESHARERECEIVED.l(t,isl,resC,fd) ]; +5445 +5446 o_SirEffectiveCE_TP(t,isl) +5447 = Smax[ (resC,riskC) +5448 $ { (ord(resC) = 2) and ContingentEvents(riskC) } +5449 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5450 +5451 o_SirEffectiveECE_TP(t,isl) +5452 = Smax[ (resC,riskC) +5453 $ { (ord(resC) = 2) and ExtendedContingentEvent(riskC) } +5454 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5455 +5456 o_SirEffReport_TP(t,isl) +5457 = Smax[ (resC,riskC) $ (ord(resC)=2) +5458 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5459 Endif; +5460 +5461 o_TotalIslandReserve(t,isl,resC,riskC) +5462 = o_ResCleared_TP(t,isl,resC) + o_EffectiveRes_TP(t,isl,resC,riskC); +5463 +5464 +5465 * TN - The code for NMIR project end =========================================== +5466 +5467 * Additional output for audit reporting +5468 o_ACbusAngle(t,b) = ACNODEANGLE.l(t,b) ; +5469 +5470 * Check if there are non-physical losses on AC branches +5471 ManualBranchSegmentMWFlow(LossBranch(ACbranch(t,br)),los,fd) +5472 $ { ( ord(los) <= branchLossBlocks(ACbranch) ) +5473 and validLossSegment(ACbranch,los,fd) +5474 and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) +5475 } +5476 = Min[ Max( 0, +5477 [ abs(o_branchFlow_TP(t,br)) +5478 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5479 ] +5480 ), +5481 ( LossSegmentMW(ACbranch,los,fd) +5482 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5483 ) +5484 ] ; +5485 +5486 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +5487 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +5488 and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) +5489 } +5490 = Min[ Max( 0, +5491 [ abs(o_branchFlow_TP(t,br)) +5492 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5493 ] +5494 ), +5495 ( LossSegmentMW(HVDClink,los,fd) +5496 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5497 ) +5498 ] ; +5499 +5500 ManualLossCalculation(LossBranch(branch(t,br))) +5501 = sum[ (los,fd), LossSegmentFactor(branch,los,fd) +5502 * ManualBranchSegmentMWFlow(branch,los,fd) ] ; +5503 +5504 o_nonPhysicalLoss(t,br) = o_branchDynamicLoss_TP(t,br) +5505 - ManualLossCalculation(t,br) ; +5506 +5507 o_lossSegmentBreakPoint(t,br,los) +5508 = sum [ fd $ { validLossSegment(t,br,los,fd) +5509 and (ord(fd) = 1) +5510 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5511 + sum [ fd $ { validLossSegment(t,br,los,fd) +5512 and (ord(fd) = 2) +5513 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5514 ; +5515 +5516 o_lossSegmentFactor(t,br,los) +5517 = sum [ fd $ { validLossSegment(t,br,los,fd) +5518 and (ord(fd) = 1) +5519 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5520 + sum [ fd $ { validLossSegment(t,br,los,fd) +5521 and (ord(fd) = 2) +5522 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5523 ; +5524 +5525 o_PLRO_FIR_TP(t,o) $ offer(t,o) +5526 = sum[(resC,PLRO) $ (ord(resC)=1) +5527 , RESERVE.l(t,o,resC,PLRO) ] ; +5528 +5529 o_PLRO_SIR_TP(t,o) $ offer(t,o) +5530 = sum[(resC,PLRO) $ (ord(resC)=2) +5531 , RESERVE.l(t,o,resC,PLRO)] ; +5532 +5533 o_TWRO_FIR_TP(t,o) $ offer(t,o) +5534 = sum[(resC,TWRO) $ (ord(resC)=1) +5535 , RESERVE.l(t,o,resC,TWRO)] ; +5536 +5537 o_TWRO_SIR_TP(t,o) $ offer(t,o) +5538 = sum[(resC,TWRO) $ (ord(resC)=2) +5539 , RESERVE.l(t,o,resC,TWRO)] ; +5540 +5541 o_ILRO_FIR_TP(t,o) $ offer(t,o) +5542 = sum[ (resC,ILRO) $ (ord(resC)=1) +5543 , RESERVE.l(t,o,resC,ILRO)] ; +5544 +5545 o_ILRO_SIR_TP(t,o) $ offer(t,o) +5546 = sum[ (resC,ILRO) $ (ord(resC)=2) +5547 , RESERVE.l(t,o,resC,ILRO)] ; +5548 +5549 o_ILbus_FIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5550 offerNode(t,o,n) +5551 }, o_ILRO_FIR_TP(t,o) ] ; +5552 +5553 o_ILbus_SIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5554 offerNode(t,o,n) +5555 }, o_ILRO_SIR_TP(t,o) ] ; +5556 +5557 o_generationRiskLevel(t,isl,o,resC,GenRisk) +5558 = GENISLANDRISK.l(t,isl,o,resC,GenRisk) +5559 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5560 ; +5561 +5562 o_HVDCriskLevel(t,isl,resC,HVDCrisk) +5563 = ISLANDRISK.l(t,isl,resC,HVDCrisk) ; +5564 +5565 o_manuRiskLevel(t,isl,resC,ManualRisk) +5566 = ISLANDRISK.l(t,isl,resC,ManualRisk) +5567 + RESERVESHAREEFFECTIVE.l(t,isl,resC,ManualRisk) +5568 ; +5569 +5570 o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) +5571 = HVDCGENISLANDRISK.l(t,isl,o,resC,HVDCsecRisk) ; +5572 +5573 o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) +5574 = HVDCMANISLANDRISK.l(t,isl,resC,HVDCsecRisk); +5575 +5576 o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) +5577 $ islandRiskGroup(t,isl,rg,GenRisk) +5578 = GENISLANDRISKGROUP.l(t,isl,rg,resC,GenRisk) +5579 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5580 ; +5581 +5582 * FIR and SIR required based on calculations of the island risk to +5583 * overcome reporting issues of the risk setter under degenerate +5584 * conditions when reserve price = 0 - See below +5585 +5586 o_ReserveReqd_TP(t,isl,resC) +5587 = Max[ 0, +5588 smax[(o,GenRisk) , o_generationRiskLevel(t,isl,o,resC,GenRisk)], +5589 smax[ HVDCrisk , o_HVDCriskLevel(t,isl,resC,HVDCrisk) ] , +5590 smax[ ManualRisk , o_manuRiskLevel(t,isl,resC,ManualRisk) ] , +5591 smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) ] , +5592 smax[ HVDCsecRisk , o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) ] , +5593 smax[ (rg,GenRisk) , o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) ] +5594 ] ; +5595 +5596 o_FIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(t,isl,resC) ] ; +5597 o_SIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(t,isl,resC) ] ; +5598 +5599 * Summary reporting by trading period +5600 o_solveOK_TP(t) = ModelSolved ; +5601 +5602 o_systemCost_TP(t) = SYSTEMCOST.l(t) ; +5603 +5604 o_systemBenefit_TP(t) = SYSTEMBENEFIT.l(t) ; +5605 +5606 o_penaltyCost_TP(t) = SYSTEMPENALTYCOST.l(t) ; +5607 +5608 o_ofv_TP(t) = o_systemBenefit_TP(t) +5609 - o_systemCost_TP(t) +5610 - o_penaltyCost_TP(t); +5611 +5612 +5613 * Separete violation reporting at trade period level +5614 o_defGenViolation_TP(t) = sum[ b, o_busDeficit_TP(t,b) ] ; +5615 +5616 o_surpGenViolation_TP(t) = sum[ b, o_busSurplus_TP(t,b) ] ; +5617 +5618 o_surpBranchFlow_TP(t) +5619 = sum[ br$branch(t,br), SURPLUSBRANCHFLOW.l(t,br) ] ; +5620 +5621 o_defRampRate_TP(t) +5622 = sum[ o $ offer(t,o), DEFICITRAMPRATE.l(t,o) ] ; +5623 +5624 o_surpRampRate_TP(t) +5625 = sum[ o $ offer(t,o), SURPLUSRAMPRATE.l(t,o) ] ; +5626 +5627 o_surpBranchGroupConst_TP(t) +5628 = sum[ brCstr $ branchConstraint(t,brCstr) +5629 , SURPLUSBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5630 +5631 o_defBranchGroupConst_TP(t) +5632 = sum[ brCstr $ branchConstraint(t,brCstr) +5633 , DEFICITBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5634 +5635 o_defMnodeConst_TP(t) +5636 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5637 , DEFICITMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5638 +5639 o_surpMnodeConst_TP(t) +5640 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5641 , SURPLUSMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5642 +5643 o_defResv_TP(t) +5644 = sum[ (isl,resC) , o_ResViolation_TP(t,isl,resC) ] ; +5645 +5646 * Reporting at trading period end +5647 EndLoop; +5649 +5651 +5652 * End of the solve vSPD loop +5653 ] ; +5654 * End of the While loop +5655 ); +5656 +5657 +5658 * Summary reports - only applied for normal and audit vSPD run. +5660 +5661 * System level +5662 +5663 +5664 * Offer level - This does not include revenue from wind generators for +5665 * final pricing because the wind generation is netted off against load +5666 * at the particular bus for the final pricing solves +5667 +5669 +5670 +5671 * 8b. Calculating price-relating outputs -------------------------------------- +5672 +5674 loop (dt, +5675 +5676 * branch output update +5677 o_branchFromBusPrice_TP(dt,br) $ branch(dt,br) +5678 = sum[ b $ branchFrBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5679 +5680 o_branchToBusPrice_TP(dt,br) $ branch(dt,br) +5681 = sum[ b $ branchToBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5682 +5683 o_branchTotalRentals_TP(dt,br) +5684 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) >= 0) } +5685 = (intervalDuration/60) +5686 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5687 - o_branchToBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5688 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5689 ] ; +5690 +5691 o_branchTotalRentals_TP(dt,br) +5692 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) < 0) } +5693 = (intervalDuration/60) +5694 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5695 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5696 - o_branchFromBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5697 ] ; +5698 +5699 * Island output +5700 o_islandRefPrice_TP(dt,isl) +5701 = sum[ n $ { refNode(dt,n) +5702 and nodeIsland(dt,n,isl) } , o_nodePrice_TP(dt,n) ] ; +5703 ) ; +5704 +5706 * Calculating price-relating outputs end ------------------------------------- +5707 +5708 *===================================================================================== +5709 * 9. Write results to CSV report files and GDX files +5710 *===================================================================================== +5711 * TN - Pivot analysis end +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms +5713 *===================================================================================== +5714 * Name: vSPDreport.gms +5715 * Function: Creates the detailed reports for normal SPD mode +5716 * Developed by: Tuong Nguyen - Electricity Authority, New Zealand +5717 * Source: https://github.com/ElectricityAuthority/vSPD +5718 * https://www.emi.ea.govt.nz/Tools/vSPD +5719 * Contact: Forum: https://www.emi.ea.govt.nz/forum/ +5720 * Email: emi@ea.govt.nz +5721 * Last modified on: 1 Oct 2019 +5722 * +5723 *===================================================================================== +5724 +5725 * Normal vSPD run output +5726 *===================================================================================== +5727 * Writing data in to CSV result files +5728 *===================================================================================== +5729 +5730 * Trading period level report +5732 +5733 * Trading period summary result +5734 File +5735 SummaryResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv" / ; +5736 SummaryResults_TP.pc = 5 ; SummaryResults_TP.lw = 0 ; +5737 SummaryResults_TP.pw = 9999 ; SummaryResults_TP.ap = 1 ; +5738 SummaryResults_TP.nd = 5 ; SummaryResults_TP.nw = 20 ; +5739 put SummaryResults_TP ; +5740 loop( (dt,rundt), +5741 put dt.tl,rundt.tl, o_solveOK_TP(dt), o_ofv_TP(dt) +5742 o_systemCost_TP(dt), o_systemBenefit_TP(dt) +5743 o_penaltyCost_TP(dt), o_DefGenViolation_TP(dt) +5744 o_SurpGenViolation_TP(dt),o_DefResv_TP(dt),o_SurpBranchFlow_TP(dt) +5745 o_DefRampRate_TP(dt), o_SurpRampRate_TP(dt) +5746 o_DefBranchGroupConst_TP(dt), o_SurpBranchGroupConst_TP(dt) +5747 o_DefMnodeConst_TP(dt), o_SurpMnodeConst_TP(dt) / ; +5748 ) ; +5749 +5750 * Trading period island result +5751 File IslandResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv"/; +5752 IslandResults_TP.pc = 5 ; IslandResults_TP.lw = 0 ; +5753 IslandResults_TP.pw = 9999 ; IslandResults_TP.ap = 1 ; +5754 IslandResults_TP.nd = 5 ; +5755 put IslandResults_TP ; +5756 loop( (dt,rundt,isl), +5757 put dt.tl,rundt.tl, isl.tl, o_islandGen_TP(dt,isl), o_islandLoad_TP(dt,isl) +5758 o_islandClrBid_TP(dt,isl), o_islandBranchLoss_TP(dt,isl) +5759 o_HVDCFlow_TP(dt,isl), o_HVDCLoss_TP(dt,isl) +5760 o_islandRefPrice_TP(dt,isl), o_FIRReqd_TP(dt,isl) +5761 o_SIRReqd_TP(dt,isl), o_FIRPrice_TP(dt,isl)o_SIRPrice_TP(dt,isl) +5762 * NIRM output +5763 o_FirCleared_TP(dt,isl), o_SirCleared_TP(dt,isl) +5764 o_FirSent_TP(dt,isl), o_SirSent_TP(dt,isl) +5765 o_FirReceived_TP(dt,isl), o_SirReceived_TP(dt,isl) +5766 o_FirEffectiveCE_TP(dt,isl), o_SirEffectiveCE_TP(dt,isl) +5767 o_FirEffectiveECE_TP(dt,isl), o_SirEffectiveECE_TP(dt,isl) +5768 *NIRM output end +5769 / ; +5770 ) ; +5771 +5772 +5773 * Trading period bus result +5774 File BusResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BusResults_TP.csv" / ; +5775 BusResults_TP.pc = 5 ; +5776 BusResults_TP.lw = 0 ; +5777 BusResults_TP.pw = 9999 ; +5778 BusResults_TP.ap = 1 ; +5779 BusResults_TP.nd = 3 +5780 put BusResults_TP ; +5781 loop( (dt,rundt,b) $ bus(dt,b), +5782 put dt.tl,rundt.tl, b.tl, o_busGeneration_TP(dt,b), o_busLoad_TP(dt,b) +5783 o_busPrice_TP(dt,b), o_busDeficit_TP(dt,b), o_busSurplus_TP(dt,b) / ; +5784 ) ; +5785 +5786 * Trading period node result +5787 File NodeResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv" / ; +5788 NodeResults_TP.pc = 5 ; +5789 NodeResults_TP.lw = 0 ; +5790 NodeResults_TP.pw = 9999 ; +5791 NodeResults_TP.ap = 1 ; +5792 NodeResults_TP.nd = 4 ; +5793 put NodeResults_TP ; +5794 loop( (dt,rundt,n) $ node(dt,n), +5795 put dt.tl,rundt.tl, n.tl, o_nodeGeneration_TP(dt,n), o_nodeLoad_TP(dt,n) +5796 o_nodePrice_TP(dt,n), o_nodeDeficit_TP(dt,n), o_nodeSurplus_TP(dt,n) / ; +5797 ) ; +5798 +5799 * Trading period offer result +5800 File OfferResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv"/ ; +5801 OfferResults_TP.pc = 5 ; OfferResults_TP.lw = 0 ; +5802 OfferResults_TP.pw = 9999 ; OfferResults_TP.ap = 1 ; +5803 OfferResults_TP.nd = 4 ; +5804 put OfferResults_TP ; +5805 loop( (dt,rundt,o,trdr) $ { offer(dt,o) and OfferTrader(dt,o,trdr) }, +5806 put dt.tl, rundt.tl, o.tl, trdr.tl +5807 o_offerEnergy_TP(dt,o), o_offerFIR_TP(dt,o), o_offerSIR_TP(dt,o) / ; +5808 ) ; +5809 +5810 * Trading period bid result +5811 File BidResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BidResults_TP.csv" / ; +5812 BidResults_TP.pc = 5 ; BidResults_TP.lw = 0 ; +5813 BidResults_TP.pw = 9999 ; BidResults_TP.ap = 1 ; +5814 BidResults_TP.nd = 4 ; +5815 put BidResults_TP ; +5816 loop( (dt,rundt,bd,trdr) $ { bid(dt,bd) and BidTrader(dt,bd,trdr) }, +5817 put dt.tl,rundt.tl, bd.tl, trdr.tl +5818 o_bidTotalMW_TP(dt,bd), o_bidEnergy_TP(dt,bd) / ; +5819 ) ; +5820 +5821 * Trading period reserve result +5822 File +5823 ReserveResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv" / ; +5824 ReserveResults_TP.pc = 5 ; ReserveResults_TP.lw = 0 ; +5825 ReserveResults_TP.pw = 9999 ; ReserveResults_TP.ap = 1 ; +5826 ReserveResults_TP.nd = 3 ; +5827 put ReserveResults_TP ; +5828 loop( (dt,rundt,isl), +5829 put dt.tl,rundt.tl, isl.tl, o_FIRReqd_TP(dt,isl), o_SIRReqd_TP(dt,isl) +5830 o_FIRPrice_TP(dt,isl), o_SIRPrice_TP(dt,isl) +5831 o_FIRViolation_TP(dt,isl), o_SIRViolation_TP(dt,isl) / ; +5832 ) ; +5833 +5834 +5835 * Trading period risk result +5836 File riskResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv" /; +5837 riskResults_TP.pc = 5; riskResults_TP.lw = 0; +5838 riskResults_TP.pw = 9999; riskResults_TP.ap = 1 ; +5839 riskResults_TP.nd = 4 ; +5840 put riskResults_TP ; +5841 loop( (dt,rundt,isl,o,resC,GenRisk) +5842 $ (o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) <> 0), +5843 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5844 if (ContingentEvents(GenRisk), +5845 put 'CE', 'GEN' ; +5846 else +5847 put 'ECE','GEN' ; +5848 ); +5849 +5850 put o.tl, o_offerEnergy_TP(dt,o), o_offerRes_TP(dt,o,resC), FKband(dt,o) +5851 FreeReserve(dt,isl,resC,GenRisk) +5852 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5853 o_GenRiskShortfall_TP(dt,isl,o,resC,GenRisk) +5854 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5855 o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) / ; +5856 ); +5857 +5858 loop( (dt,rundt,isl,resC,HVDCRisk) +5859 $ (o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) <> 0), +5860 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5861 if (ContingentEvents(HVDCRisk), +5862 put 'CE', 'HVDC', 'HVDC'; +5863 else +5864 put 'ECE','HVDC', 'HVDC'; +5865 ); +5866 put o_HVDCreceived(dt,isl), 0, modulationRiskClass(dt,HVDCrisk) +5867 o_HVDCRiskSubtractor(dt,isl,resC,HVDCrisk) +5868 o_TotalIslandReserve(dt,isl,resC,HVDCrisk) +5869 o_HVDCRiskShortfall_TP(dt,isl,resC,HVDCrisk) +5870 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5871 o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) / ; +5872 ); +5873 +5874 loop( (dt,rundt,isl,resC,ManualRisk) +5875 $ (o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) <> 0), +5876 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5877 if (ContingentEvents(ManualRisk), +5878 put 'CE', 'MANUAL', 'MANUAL'; +5879 else +5880 put 'ECE','MANUAL', 'MANUAL'; +5881 ); +5882 put IslandMinimumRisk(dt,isl,resC,ManualRisk) , 0, 0 +5883 FreeReserve(dt,isl,resC,ManualRisk) +5884 o_TotalIslandReserve(dt,isl,resC,ManualRisk) +5885 o_ManualRiskShortfall_TP(dt,isl,resC,ManualRisk) +5886 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5887 o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) / ; +5888 ); +5889 +5890 loop( (dt,rundt,isl,rg,resC,GenRisk) +5891 $ (o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) <> 0), +5892 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5893 if (ContingentEvents(GenRisk), +5894 put 'CE', 'RISKGROUP'; +5895 else +5896 put 'ECE','RISKGROUP'; +5897 ); +5898 put rg.tl, o_groupEnergy_TP(dt,rg,GenRisk),o_groupRes_TP(dt,rg,resC,GenRisk) +5899 o_groupFKband_TP(dt,rg,GenRisk), FreeReserve(dt,isl,resC,GenRisk) +5900 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5901 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,GenRisk) +5902 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5903 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) / ; +5904 ); +5905 +5906 * Trading period branch result +5907 File +5908 BranchResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv" / ; +5909 BranchResults_TP.pc = 5 ; BranchResults_TP.lw = 0 ; +5910 BranchResults_TP.pw = 9999 ; BranchResults_TP.ap = 1 ; +5911 BranchResults_TP.nd = 5 ; +5912 put BranchResults_TP ; +5913 loop( (dt,rundt,br,frB,toB) $ branchDefn(dt,br,frB,toB), +5914 put dt.tl, rundt.tl, br.tl, frB.tl, toB.tl, o_branchFlow_TP(dt,br) +5915 o_branchCapacity_TP(dt,br), o_branchDynamicLoss_TP(dt,br) +5916 o_branchFixedLoss_TP(dt,br), o_branchFromBusPrice_TP(dt,br) +5917 o_branchToBusPrice_TP(dt,br), o_branchMarginalPrice_TP(dt,br) +5918 o_branchTotalRentals_TP(dt,br) / ; +5919 ) ; +5920 +5921 +5922 * Trading period branch constraint result +5923 File BrCstrResults_TP +5924 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv" / ; +5925 BrCstrResults_TP.pc = 5 ; BrCstrResults_TP.lw = 0 ; +5926 BrCstrResults_TP.pw = 9999 ; BrCstrResults_TP.ap = 1 ; +5927 BrCstrResults_TP.nd = 5 ; +5928 put BrCstrResults_TP ; +5929 loop( (dt,rundt,brCstr) $ branchConstraint(dt,brCstr), +5930 put dt.tl,rundt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) +5931 o_brConstraintSense_TP(dt,brCstr), o_brConstraintRHS_TP(dt,brCstr) +5932 o_brConstraintPrice_TP(dt,brCstr) / ; +5933 ) ; +5934 +5935 +5936 * Trading period market node constraint result +5937 File MnodeCstrResults_TP +5938 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv" / ; +5939 MnodeCstrResults_TP.pc = 5 ; MnodeCstrResults_TP.lw = 0 ; +5940 MnodeCstrResults_TP.pw = 9999 ; MnodeCstrResults_TP.ap = 1 ; +5941 MnodeCstrResults_TP.nd = 5 ; +5942 put MnodeCstrResults_TP ; +5943 loop( (dt,rundt,MnodeCstr) $ MnodeConstraint(dt,MnodeCstr), +5944 put dt.tl,rundt.tl, MnodeCstr.tl, o_MnodeConstraintLHS_TP(dt,MnodeCstr) +5945 o_MnodeConstraintSense_TP(dt,MnodeCstr) +5946 o_MnodeConstraintRHS_TP(dt,MnodeCstr) +5947 o_MnodeConstraintPrice_TP(dt,MnodeCstr) / ; +5948 ) ; +5949 +5951 *=============================================================================== +5952 +5953 +5954 +5955 *=============================================================================== +5956 * Audit mode reporting process +5957 *=============================================================================== +5959 *=============================================================================== +5960 *execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; +5961 +5962 +5963 +5964 +5966 +5967 +5968 * Post a progress message for use by EMI. +5969 putclose rep 'Case: PRSS_202210101230_91302022102330479_20221010123314 is complete in ',timeExec,'(secs)'/ ; +5970 putclose rep 'Case: PRSS_202210101230_91302022102330479_20221010123314 is finished in ',timeElapsed,'(secs)'/ ; +5971 +5972 * Go to the next input file +5974 +5975 * Post a progress message for use by EMI. +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 4 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Include File Summary + + + SEQ GLOBAL TYPE PARENT LOCAL FILENAME + + 1 1 INPUT 0 0 C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms + 2 2107 INCLUDE 1 40 .C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc + 3 2160 INCLUDE 1 41 .C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc + 4 2410 IF EXIST 1 290 C:\vSPD\ElectricityAuthority\Input\PRSS_202210101230_91302022102330479_20221010123314.gdx + 5 2414 GDXIN 1 294 C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx + 6 2419 GDXIN 1 299 C:\vSPD\ElectricityAuthority\Input\PRSS_202210101230_91302022102330479_20221010123314.gdx + 7 2565 IF EXIST 1 445 C:\vSPD\ElectricityAuthority\Override\.gdx + 8 3480 INCLUDE 1 1360 .C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms + 9 5712 INCLUDE 1 2776 .C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms + 10 5731 IF EXIST 9 19 .C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv + 11 5976 IF EXIST 1 2788 C:\vSPD\ElectricityAuthority\Input\PRSS_202210101230_91302022102330479_20221010123314.gdx + + +COMPILATION TIME = 0.031 SECONDS 8 MB 36.2.0 r433180e WEX-WEI +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 5 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 12:30 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 31,969 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,364 +NON ZERO ELEMENTS 107,969 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.093 SECONDS 61 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 12:30 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 6 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 650366654.7102 + + RESOURCE USAGE, LIMIT 0.796 3600.000 + ITERATION COUNT, LIMIT 5382 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.06 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.90 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.51sec (det. 632.64 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.19sec (det. 265.54 ticks) + + +Proven optimal solution +MIP Solution: 650366654.710222 (5382 iterations, 6 nodes) +Final Solve: 650366654.710222 (3373 iterations) + +Best possible: 650366654.710222 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 7 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 13:00 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 31,969 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,366 +NON ZERO ELEMENTS 107,966 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.110 SECONDS 65 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 13:00 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 8 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 649637565.3654 + + RESOURCE USAGE, LIMIT 0.813 3600.000 + ITERATION COUNT, LIMIT 5570 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.06 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.90 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.53sec (det. 575.90 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.20sec (det. 273.89 ticks) + + +Proven optimal solution +MIP Solution: 649637565.365447 (5570 iterations, 5 nodes) +Final Solve: 649637565.365446 (3122 iterations) + +Best possible: 649637565.365447 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 9 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 13:30 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 31,970 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,367 +NON ZERO ELEMENTS 107,980 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.140 SECONDS 68 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 13:30 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 10 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 648679232.3557 + + RESOURCE USAGE, LIMIT 0.828 3600.000 + ITERATION COUNT, LIMIT 5440 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.06 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.90 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.56sec (det. 617.09 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.19sec (det. 269.41 ticks) + + +Proven optimal solution +MIP Solution: 648679232.355748 (5440 iterations, 6 nodes) +Final Solve: 648679232.355749 (3360 iterations) + +Best possible: 648679232.355748 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 11 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 14:00 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 31,970 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,367 +NON ZERO ELEMENTS 107,980 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.157 SECONDS 71 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 14:00 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 12 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 648381816.9335 + + RESOURCE USAGE, LIMIT 0.781 3600.000 + ITERATION COUNT, LIMIT 5584 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.06 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.90 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.50sec (det. 610.47 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.19sec (det. 245.20 ticks) + + +Proven optimal solution +MIP Solution: 648381816.933534 (5584 iterations, 6 nodes) +Final Solve: 648381816.933534 (3246 iterations) + +Best possible: 648381816.933534 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 13 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 14:30 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 31,971 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,365 +NON ZERO ELEMENTS 107,973 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.141 SECONDS 73 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 14:30 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 14 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 648651474.9638 + + RESOURCE USAGE, LIMIT 0.907 3600.000 + ITERATION COUNT, LIMIT 5578 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.06 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.90 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.58sec (det. 705.68 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.22sec (det. 274.60 ticks) + + +Proven optimal solution +MIP Solution: 648651474.963804 (5578 iterations, 13 nodes) +Final Solve: 648651474.963804 (3312 iterations) + +Best possible: 648651474.963804 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 15 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 15:00 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 31,971 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,367 +NON ZERO ELEMENTS 107,974 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.157 SECONDS 77 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 15:00 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 16 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 649392668.3262 + + RESOURCE USAGE, LIMIT 0.859 3600.000 + ITERATION COUNT, LIMIT 5366 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.06 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.90 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.56sec (det. 676.65 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.22sec (det. 272.83 ticks) + + +Proven optimal solution +MIP Solution: 649392668.326231 (5366 iterations, 11 nodes) +Final Solve: 649392668.326231 (3327 iterations) + +Best possible: 649392668.326231 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 17 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 15:30 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 31,971 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,366 +NON ZERO ELEMENTS 107,978 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.156 SECONDS 80 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 15:30 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 18 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 649993832.5009 + + RESOURCE USAGE, LIMIT 0.891 3600.000 + ITERATION COUNT, LIMIT 5320 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.06 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.90 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.58sec (det. 649.41 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.22sec (det. 281.71 ticks) + + +Proven optimal solution +MIP Solution: 649993832.500871 (5320 iterations, 8 nodes) +Final Solve: 649993832.500871 (3366 iterations) + +Best possible: 649993832.500871 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 19 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 16:00 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 31,974 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,367 +NON ZERO ELEMENTS 107,931 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.157 SECONDS 83 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 16:00 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 20 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 650716133.1008 + + RESOURCE USAGE, LIMIT 0.828 3600.000 + ITERATION COUNT, LIMIT 5385 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.06 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.20 Mb (peak 15.63 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.90 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.53sec (det. 599.25 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.20sec (det. 268.60 ticks) + + +Proven optimal solution +MIP Solution: 650716133.100761 (5385 iterations, 6 nodes) +Final Solve: 650716133.100761 (3417 iterations) + +Best possible: 650716133.100761 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:15 Page 21 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +E x e c u t i o n + + +**** REPORT FILE SUMMARY + +rep C:\vSPD\ElectricityAuthority\Programs\ProgressReport.txt +SummaryResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv +IslandResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv +BusResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv +NodeResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv +OfferResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv +BidResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BidResults_TP.csv +ReserveResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv +riskResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv +BranchResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv +BrCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv +MnodeCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv + + +EXECUTION TIME = 10.281 SECONDS 88 MB 36.2.0 r433180e WEX-WEI + + +USER: Single User License G210922|0002CO-GEN + Electricity Authority - Te Mana Hiko, DC5643-S4 + + +**** FILE SUMMARY + +Restart C:\vSPD\ElectricityAuthority\Programs\vSPDmodel.g00 +Input C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms +Output C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.lst diff --git a/Programs/lst/RTDP_202209021535_22012022090335962_20220902153406.lst b/Programs/lst/RTDP_202209021535_22012022090335962_20220902153406.lst new file mode 100644 index 0000000..8f9c2c8 --- /dev/null +++ b/Programs/lst/RTDP_202209021535_22012022090335962_20220902153406.lst @@ -0,0 +1,4233 @@ +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 3 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +C o m p i l a t i o n + + + *===================================================================================== + Name: vSPDsolve.gms + Function: Establish base case and override data, prepare data, and + solve the model + Developed by: Electricity Authority, New Zealand + Source: https://github.com/ElectricityAuthority/vSPD + http://www.emi.ea.govt.nz/Tools/vSPD + Contact: Forum: http://www.emi.ea.govt.nz/forum/ + Email: emi@ea.govt.nz + Created on: 1st November 2022 for Real Time Pricing + + *===================================================================================== + + Directory of code sections in vSPDsolve.gms: + 1. Declare symbols and initialise some of them + 2. Load data from GDX file f + 3. Manage model and data compatability + 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + 5. Initialise constraint violation penalties (CVPs) + 6. The vSPD solve loop + a) Reset all sets, parameters and variables before proceeding with the next study trade period + b) Initialise current trade period and model data for the current trade period + c) Additional pre-processing on parameters and variables before model solve + d) Solve the model + e) Check if the LP results are valid + f) Resolve the model if required + g) Check for disconnected nodes and adjust prices accordingly + h) Collect and store results from the current model solve in the output (o_xxx) parameters + i) End of the solve vSPD loop + 7. vSPD scarcity pricing post-processing + 8. Write results to CSV report files and GDX files +2101 +2102 *===================================================================================== +2103 * 0. Initial setup +2104 *===================================================================================== +2105 +2106 * Include paths, settings and case name files +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc +2108 *+++ vSPD settings +++ +2111 +2112 *+++ Paths +++ +2114 +2119 +2121 +2122 +2123 *+++ Model +++ +2124 Scalar sequentialSolve / 1 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 +2125 Scalar disconnectedNodePriceCorrection / 1 / ; +2126 Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise +2127 +2128 +2129 *+++ Network +++ +2130 Scalar useACLossModel / 1 / ; +2131 Scalar useHVDCLossModel / 1 / ; +2132 Scalar useACBranchLimits / 1 / ; +2133 Scalar useHVDCBranchLimits / 1 / ; +2134 Scalar resolveCircularBranchFlows / 1 / ; +2135 Scalar resolveHVDCNonPhysicalLosses / 1 / ; +2136 Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development +2137 Scalar circularBranchFlowTolerance / 0.0001 / ; +2138 Scalar nonPhysicalLossTolerance / 1e-6 / ; +2139 Scalar useBranchFlowMIPTolerance / 1e-6 / ; +2140 +2141 +2142 *+++ Constraints +++ +2143 Scalar useReserveModel / 1 / ; +2144 Scalar suppressMixedConstraint / 0 / ; ! No longer used since Mixed MIP Constraints no longer exists +2145 Scalar mixedMIPtolerance / 1e-6 / ; +2146 +2147 +2148 *+++ Solver +++ +2149 Scalar LPtimeLimit / 3600 / ; +2150 Scalar LPiterationLimit / 2000000000 / ; +2151 Scalar MIPtimeLimit / 3600 / ; +2152 Scalar MIPiterationLimit / 2000000000 / ; +2153 Scalar MIPoptimality / 0 / ; +2156 +2157 +2158 *+++ Various switches +++ +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc +2162 +2163 * Update the ProgressReport.txt file +2164 File rep "Write to a report" /"ProgressReport.txt"/; rep.lw = 0; rep.ap = 1; +2165 putclose rep / 'Case "RTDP_202209021535_22012022090335962_20220902153406" started at: ' system.date " " system.time /; +2166 +2167 if(sequentialSolve, +2168 putclose rep 'Vectorisation is switched OFF' /; +2169 else +2170 putclose rep 'Vectorisation is switched ON' /; +2171 ) ; +2172 +2173 * Set the solver for the LP and MIP +2174 option lp = Cplex ; +2175 option mip = Cplex ; +2176 +2177 * Set profile status +2178 option profile = 0 ; +2179 +2180 * Set the solution print status in the lst file +2181 option solprint = off; +2182 +2183 * Set the column (variable) and row (equation) listing in the lst file +2184 option limcol = 0 ; +2185 option limrow = 0 ; +2186 +2187 * Declare a temporary file +2188 File temp ; +2189 +2190 * Allow empty data set declaration +2192 +2193 *===================================================================================== +2194 * 1. Declare symbols and initialise some of them +2195 *===================================================================================== +2196 +2197 Sets +2198 unsolvedDT(dt) 'Set of datetime that are not solved yet' +2199 SOS1_solve(dt) 'Flag period that is resolved using SOS1' +2200 +2201 * Unmmaped bus defificit temporary sets +2202 unmappedDeficitBus(dt,b) 'List of buses that have deficit generation (price) and are not mapped to any pnode - revisit' +2203 changedDeficitBus(dt,b) 'List of buses that have deficit generation added from unmapped deficit bus - revisit' +2204 ; +2205 +2206 Parameters +2207 * Flag to apply corresponding vSPD model +2208 VSPDModel(dt) '0=VSPD, 1=vSPD_BranchFlowMIP, 2=VSPD (last solve)' +2209 +2210 * MIP logic +2211 circularBranchFlowExist(dt,br) 'Flag to indicate if circulating branch flows exist on each branch: 1 = Yes' +2212 poleCircularBranchFlowExist(dt,pole) 'Flag to indicate if circulating branch flows exist on each an HVDC pole: 1 = Yes' +2213 +2214 * Calculated parameter used to check if non-physical loss occurs on HVDC +2215 northHVDC(dt) 'HVDC MW sent from from SI to NI' +2216 southHVDC(dt) 'HVDC MW sent from from NI to SI' +2217 nonPhysicalLossExist(dt,br) 'Flag to indicate if non-physical losses exist on branch (applied to HVDC only): 1 = Yes' +2218 manualBranchSegmentMWFlow(dt,br,los,fd) 'Manual calculation of the branch loss segment MW flow --> used to manually calculate hvdc branch losses' +2219 manualLossCalculation(dt,br) 'MW losses calculated manually from the solution for each loss branch' +2220 +2221 * Calculated parameter used to check if circular branch flow exists on each HVDC pole +2222 TotalHVDCpoleFlow(dt,pole) 'Total flow on an HVDC pole' +2223 MaxHVDCpoleFlow(dt,pole) 'Maximum flow on an HVDC pole' +2224 +2225 * Disconnected bus post-processing +2226 busGeneration(dt,b) 'MW generation at each bus for the study trade periods' +2227 busLoad(dt,b) 'MW load at each bus for the study trade periods' +2228 busPrice(dt,b) '$/MW price at each bus for the study trade periods' +2229 busDisconnected(dt,b) 'Indication if bus is disconnected or not (1 = Yes) for the study trade periods' +2230 * Unmmaped bus defificit temporary parameters +2231 temp_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2232 * TN - Replacing invalid prices after SOS1 +2233 busSOSinvalid(dt,b) 'Buses with invalid bus prices after SOS1 solve' +2234 numberofbusSOSinvalid(dt) 'Number of buses with invalid bus prices after SOS1 solve --> used to check if invalid prices can be improved (numberofbusSOSinvalid reduces after each iteration)' +2235 * System loss calculated by SPD for RTD run +2236 SPDLoadCalcLosses(dt,isl) 'Island losses calculated by SPD in the first solve to adjust demand' +2237 ; +2238 +2239 Parameters +2240 * Dispatch results for reporting - Trade period level - Island output +2241 o_islandGen_TP(dt,isl) 'Island MW generation for the different time periods' +2242 o_islandLoad_TP(dt,isl) 'Island MW fixed load for the different time periods' +2243 o_islandClrBid_TP(dt,isl) 'Island cleared MW bid for the different time periods' +2244 o_islandBranchLoss_TP(dt,isl) 'Intra-island branch losses for the different time periods (MW)' +2245 o_islandRefPrice_TP(dt,isl) 'Reference prices in each island ($/MWh)' +2246 +2247 o_HVDCflow_TP(dt,isl) 'HVDC flow from each island (MW)' +2248 o_HVDCloss_TP(dt,isl) 'HVDC losses (MW)' +2249 o_HVDCpoleFixedLoss_TP(dt,isl) 'Fixed loss on inter-island HVDC (MW)' +2250 o_HVDCreceived(dt,isl) 'Energy Recevied from HVDC into an island' +2251 o_HVDCRiskSubtractor(dt,isl,resC,riskC) 'OutPut HVDC risk subtractor' +2252 +2253 o_busGeneration_TP(dt,b) 'Output MW generation at each bus for the different time periods' +2254 o_busLoad_TP(dt,b) 'Output MW load at each bus for the different time periods' +2255 o_busPrice_TP(dt,b) 'Output $/MW price at each bus for the different time periods' +2256 o_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2257 o_busSurplus_TP(dt,b) 'Bus surplus violation for each trade period' +2258 +2259 o_branchFromBusPrice_TP(dt,br) 'Output from bus price ($/MW) for branch reporting' +2260 o_branchToBusPrice_TP(dt,br) 'Output to bus price ($/MW) for branch reporting' +2261 o_branchMarginalPrice_TP(dt,br) 'Output marginal branch constraint price ($/MW) for branch reporting' +2262 o_branchFlow_TP(dt,br) 'Output MW flow on each branch for the different time periods' +2263 o_branchDynamicLoss_TP(dt,br) 'Output MW dynamic loss on each branch for the different time periods' +2264 o_branchTotalLoss_TP(dt,br) 'Output MW total loss on each branch for the different time periods' +2265 o_branchFixedLoss_TP(dt,br) 'Output MW fixed loss on each branch for the different time periods' +2266 o_branchTotalRentals_TP(dt,br) 'Output $ rentals on transmission branches using total (dynamic + fixed) for the different time periods' +2267 o_branchCapacity_TP(dt,br) 'Output MW branch capacity for branch reporting' +2268 +2269 o_ACbranchTotalRentals(dt) 'FTR rental - Total AC rental by trading period' +2270 o_ACbranchLossMW(dt,br,los) 'FTR rental - MW element of the loss segment curve in MW' +2271 o_ACbranchLossFactor(dt,br,los) 'FTR rental Loss factor element of the loss segment curve applied to' +2272 +2273 o_offerEnergy_TP(dt,o) 'Output MW cleared for each energy offer for each trade period' +2274 o_offerRes_TP(dt,o,resC) 'Output MW cleared for each reserve offer for each trade period' +2275 o_offerFIR_TP(dt,o) 'Output MW cleared for FIR for each trade period' +2276 o_offerSIR_TP(dt,o) 'Output MW cleared for SIR for each trade period' +2277 +2278 o_groupEnergy_TP(dt,rg,riskC) 'Output MW cleared for risk group for each trade period' +2279 o_groupFKband_TP(dt,rg,riskC) 'Output FK band MW applied for risk group for each trade period' +2280 o_groupRes_TP(dt,rg,resC,riskC) 'Output reserve MW cleared for risk group for each trade period' +2281 +2282 o_bidEnergy_TP(dt,bd) 'Output MW cleared for each energy bid for each trade period' +2283 o_bidTotalMW_TP(dt,bd) 'Output total MW bidded for each energy bid for each trade period' +2284 +2285 o_ReserveReqd_TP(dt,isl,resC) 'Output MW required for each reserve class in each trade period' +2286 o_FIRreqd_TP(dt,isl) 'Output MW required FIR for each trade period' +2287 o_SIRreqd_TP(dt,isl) 'Output MW required SIR for each trade period' +2288 o_ResCleared_TP(dt,isl,resC) 'Reserve cleared from an island for each trade period' +2289 o_FIRcleared_TP(dt,isl) 'Output - total FIR cleared by island' +2290 o_SIRcleared_TP(dt,isl) 'Output - total SIR cleared by island' +2291 o_ResPrice_TP(dt,isl,resC) 'Output $/MW price for each reserve classes for each trade period' +2292 o_FIRprice_TP(dt,isl) 'Output $/MW price for FIR reserve classes for each trade period' +2293 o_SIRprice_TP(dt,isl) 'Output $/MW price for SIR reserve classes for each trade period' +2294 +2295 o_GenRiskPrice_TP(dt,isl,o,resC,riskC) 'Output Gen risk marginal prices' +2296 o_HVDCSecRiskPrice_TP(dt,isl,o,resC,riskC) 'Output HVDC risk marginal prices' +2297 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,riskC) 'Output risk group marginal prices' +2298 o_HVDCRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2299 o_ManualRiskPrice_TP(dt,isl,resC,riskC) 'Output Manual risk marginal prices' +2300 o_HVDCSecManualRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2301 +2302 o_GenRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output Gen risk shortfall' +2303 o_HVDCSecRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output HVDC risk shortfall' +2304 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,riskC) 'Output risk group shortfall' +2305 o_HVDCRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2306 o_ManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output Manual risk shortfall' +2307 o_HVDCSecManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2308 +2309 o_ResViolation_TP(dt,isl,resC) 'Violation MW for each reserve classes for each trade period' +2310 o_FIRviolation_TP(dt,isl) 'Violation MW for FIR reserve classes for each trade period' +2311 o_SIRviolation_TP(dt,isl) 'Violation MW for SIR reserve classes for each trade period' +2312 +2313 o_nodeGeneration_TP(dt,n) 'Ouput MW generation at each node for the different time periods' +2314 o_nodeLoad_TP(dt,n) 'Ouput MW load at each node for the different time periods' +2315 o_nodePrice_TP(dt,n) 'Output $/MW price at each node for the different time periods' +2316 o_nodeDeficit_TP(dt,n) 'Output node deficit violation for each trade period' +2317 o_nodeSurplus_TP(dt,n) 'Output node surplus violation for each trade period' +2318 o_nodeDead_TP(dt,n) 'Define if a Node (Pnode) is dead' +2319 o_nodeDeadPrice_TP(dt,n) 'Flag to check if a dead Node has valid price' +2320 o_nodeDeadPriceFrom_TP(dt,n,n1) 'Flag to show which price node the price of the dead node come from' +2321 * Security constraint data +2322 o_brConstraintSense_TP(dt,brCstr) 'Branch constraint sense for each output report' +2323 o_brConstraintLHS_TP(dt,brCstr) 'Branch constraint LHS for each output report' +2324 o_brConstraintRHS_TP(dt,brCstr) 'Branch constraint RHS for each output report' +2325 o_brConstraintPrice_TP(dt,brCstr) 'Branch constraint price for each output report' +2326 * Mnode constraint data +2327 o_MnodeConstraintSense_TP(dt,MnodeCstr) 'Market node constraint sense for each output report' +2328 o_MnodeConstraintLHS_TP(dt,MnodeCstr) 'Market node constraint LHS for each output report' +2329 o_MnodeConstraintRHS_TP(dt,MnodeCstr) 'Market node constraint RHS for each output report' +2330 o_MnodeConstraintPrice_TP(dt,MnodeCstr) 'Market node constraint price for each output report' +2331 * TradePeriod summary report +2332 o_solveOK_TP(dt) 'Solve status for summary report (1=OK)' +2333 o_systemCost_TP(dt) 'System cost for summary report' +2334 o_systemBenefit_TP(dt) 'System benefit of cleared bids for summary report' +2335 o_ofv_TP(dt) 'Objective function value for summary report' +2336 o_penaltyCost_TP(dt) 'Penalty cost for summary report' +2337 o_defGenViolation_TP(dt) 'Deficit generation violation for summary report' +2338 o_surpGenViolation_TP(dt) 'Surplus generaiton violation for summary report' +2339 o_surpBranchFlow_TP(dt) 'Surplus branch flow violation for summary report' +2340 o_defRampRate_TP(dt) 'Deficit ramp rate violation for summary report' +2341 o_surpRampRate_TP(dt) 'Surplus ramp rate violation for summary report' +2342 o_surpBranchGroupConst_TP(dt) 'Surplus branch group constraint violation for summary report' +2343 o_defBranchGroupConst_TP(dt) 'Deficit branch group constraint violation for summary report' +2344 o_defMnodeConst_TP(dt) 'Deficit market node constraint violation for summary report' +2345 o_surpMnodeConst_TP(dt) 'Surplus market node constraint violation for summary report' +2346 o_defResv_TP(dt) 'Deficit reserve violation for summary report' +2347 +2348 * Factor to prorate the deficit and surplus at the nodal level +2349 totalBusAllocation(dt,b) 'Total allocation of nodes to bus' +2350 busNodeAllocationFactor(dt,b,n) 'Bus to node allocation factor' +2351 +2352 * Audit - extra output declaration +2353 o_lossSegmentBreakPoint(dt,br,los) 'Audit - loss segment MW' +2354 o_lossSegmentFactor(dt,br,los) 'Audit - loss factor of each loss segment' +2355 o_ACbusAngle(dt,b) 'Audit - bus voltage angle' +2356 o_nonPhysicalLoss(dt,br) 'Audit - non physical loss' +2357 +2358 o_ILRO_FIR_TP(dt,o) 'Audit - ILRO FIR offer cleared (MWh)' +2359 o_ILRO_SIR_TP(dt,o) 'Audit - ILRO SIR offer cleared (MWh)' +2360 o_ILbus_FIR_TP(dt,b) 'Audit - ILRO FIR cleared at bus (MWh)' +2361 o_ILbus_SIR_TP(dt,b) 'Audit - ILRO SIR cleared at bus (MWh)' +2362 o_PLRO_FIR_TP(dt,o) 'Audit - PLRO FIR offer cleared (MWh)' +2363 o_PLRO_SIR_TP(dt,o) 'Audit - PLRO SIR offer cleared (MWh)' +2364 o_TWRO_FIR_TP(dt,o) 'Audit - TWRO FIR offer cleared (MWh)' +2365 o_TWRO_SIR_TP(dt,o) 'Audit - TWRO SIR offer cleared (MWh)' +2366 +2367 o_generationRiskLevel(dt,isl,o,resC,riskC) 'Audit - generation risk' +2368 +2369 o_HVDCriskLevel(dt,isl,resC,riskC) 'Audit - DCCE and DCECE risk' +2370 +2371 o_manuRiskLevel(dt,isl,resC,riskC) 'Audit - manual risk' +2372 +2373 o_genHVDCriskLevel(dt,isl,o,resC,riskC) 'Audit - generation + HVDC secondary risk' +2374 +2375 o_manuHVDCriskLevel(dt,isl,resC,riskC) 'Audit - manual + HVDC secondary' +2376 +2377 o_generationRiskGroupLevel(dt,isl,rg,resC,riskC) 'Audit - generation group risk' +2378 +2379 +2380 * TN - output parameters added for NMIR project -------------------------------- +2381 o_FirSent_TP(dt,isl) 'FIR export from an island for each trade period' +2382 o_SirSent_TP(dt,isl) 'SIR export from an island for each trade period' +2383 o_FirReceived_TP(dt,isl) 'FIR received at an island for each trade period' +2384 o_SirReceived_TP(dt,isl) 'SIR received at an island for each trade period' +2385 o_FirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2386 o_SirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2387 o_EffectiveRes_TP(dt,isl,resC,riskC) 'Effective reserve share to an island for each trade period' +2388 o_FirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2389 o_SirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2390 o_FirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2391 o_SirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2392 +2393 o_TotalIslandReserve(dt,isl,resC,riskC) 'Total Reserve cleared in a island including shared Reserve' +2394 * TN - output parameters added for NMIR project end ---------------------------- +2395 ; +2396 +2397 Scalars +2398 modelSolved 'Flag to indicate if the model solved successfully (1 = Yes)' / 0 / +2399 LPmodelSolved 'Flag to indicate if the final LP model (when MIP fails) is solved successfully (1 = Yes)' / 0 / +2400 exitLoop 'Flag to exit solve loop' / 0 / +2401 ; +2402 +2403 +2404 +2405 *===================================================================================== +2406 * 2. Load data from GDX file +2407 *===================================================================================== +2408 +2409 * If input file does not exist then go to the next input file +2411 +2412 * Load trading period to be solved +GDXIN C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx +--- LOAD tp = 1:i_TradePeriod +--- LOAD dt = 2:i_DateTime +--- LOAD dt2tp = 3:i_DateTimeTradePeriod +2417 +2418 * Call the GDX routine and load the input data: +GDXIN C:\vSPD\ElectricityAuthority\Input\RTDP_202209021535_22012022090335962_20220902153406.gdx +2420 * Sets +--- LOAD caseName = 1:caseName +--- LOAD rundt = 3:i_runDateTime +--- LOAD b = 10:i_bus +--- LOAD n = 9:i_node +--- LOAD o = 36:i_Offer +--- LOAD bd = 48:i_bid +--- LOAD trdr = 35:i_Trader +--- LOAD br = 19:i_branch +--- LOAD brCstr = 26:i_branchConstraint +--- LOAD MnodeCstr = 29:i_MnodeConstraint +--- LOAD node = 11:i_dateTimeNode +--- LOAD bus = 12:i_dateTimeBus +--- LOAD node2node = 18:i_dateTimeNodeToNode +--- LOAD offerTrader = 37:i_dateTimeOfferTrader +--- LOAD offerNode = 38:i_dateTimeOfferNode +--- LOAD bidTrader = 49:i_dateTimeBidTrader +--- LOAD bidNode = 50:i_dateTimeBidNode +--- LOAD nodeBus = 14:i_dateTimeNodeBus +--- LOAD busIsland = 16:i_dateTimeBusIsland +--- LOAD branchDefn = 20:i_dateTimeBranchDefn +--- LOAD riskGenerator = 54:i_dateTimeRiskGenerator +--- LOAD primarySecondaryOffer = 47:i_dateTimePrimarySecondaryOffer +--- LOAD dispatchableBid = 52:i_dateTimeDispatchableBid +--- LOAD rg = 73:i_riskGroup +--- LOAD riskGroupOffer = 74:i_dateTimeRiskGroup +2438 +2439 * Parameters +--- LOAD gdxDate = 2:gdxDate +--- MERGE intervalDuration = 7:i_intervalLength +--- LOAD offerParameter = 39:i_dateTimeOfferParameter +--- LOAD energyOffer = 40:i_dateTimeEnergyOffer +--- LOAD fastPLSRoffer = 42:i_dateTimeFastPLSRoffer +--- LOAD sustainedPLSRoffer = 41:i_dateTimeSustainedPLSRoffer +--- LOAD fastTWDRoffer = 44:i_dateTimeFastTWDRoffer +--- LOAD sustainedTWDRoffer = 43:i_dateTimeSustainedTWDRoffer +--- LOAD fastILRoffer = 46:i_dateTimeFastILRoffer +--- LOAD sustainedILRoffer = 45:i_dateTimeSustainedILRoffer +2449 +--- LOAD energyBid = 51:i_dateTimeEnergyBid +--- LOAD nodeDemand = 53:i_dateTimeNodeDemand +2452 +--- LOAD refNode = 13:i_dateTimeReferenceNode +--- LOAD HVDCBranch = 21:i_dateTimeHVDCBranch +--- LOAD branchParameter = 22:i_dateTimeBranchParameter +--- LOAD branchCapacity = 23:i_dateTimeBranchCapacity +--- LOAD branchOpenStatus = 24:i_dateTimeBranchOpenStatus +--- LOAD nodeBusAllocationFactor = 15:i_dateTimeNodeBusAllocationFactor +--- LOAD busElectricalIsland = 17:i_dateTimeBusElectricalIsland +2460 +--- LOAD riskParameter = 55:i_dateTimeRiskParameter +--- LOAD islandMinimumRisk = 56:i_dateTimeManualRisk +--- LOAD HVDCSecRiskEnabled = 57:i_dateTimeHVDCSecRiskEnabled +--- LOAD HVDCSecRiskSubtractor = 58:i_dateTimeHVDCSecRiskSubtractor +--- LOAD reserveMaximumFactor = 59:i_dateTimeReserveMaximumFactor +2466 +--- LOAD branchCstrFactors = 27:i_dateTimeBranchConstraintFactors +--- LOAD branchCstrRHS = 28:i_dateTimeBranchConstraintRHS +--- LOAD mnCstrEnrgFactors = 30:i_dateTimeMNCnstrEnrgFactors +--- LOAD mnCnstrResrvFactors = 31:i_dateTimeMNCnstrResrvFactors +--- LOAD mnCnstrEnrgBidFactors = 32:i_dateTimeMNCnstrEnrgBidFactors +--- LOAD mnCnstrResrvBidFactors = 33:i_dateTimeMNCnstrResrvBidFactors +--- LOAD mnCnstrRHS = 34:i_dateTimeMNCnstrRHS +2474 +2475 * National market for IR effective date 20 Oct 2016 +--- LOAD reserveRoundPower = 60:i_dateTimeReserveRoundPower +--- LOAD reserveShareEnabled = 61:i_dateTimeReserveSharing +--- LOAD modulationRiskClass = 62:i_dateTimeModulationRisk +--- LOAD roundPower2MonoLevel = 63:i_dateTimeRoundPower2Mono +--- LOAD bipole2MonoLevel = 64:i_dateTimeBipole2Mono +--- LOAD MonopoleMinimum = 65:i_dateTimeReserveSharingPoleMin +--- LOAD HVDCControlBand = 66:i_dateTimeHVDCcontrolBand +--- LOAD HVDClossScalingFactor = 67:i_dateTimeHVDClossScalingFactor +--- LOAD sharedNFRFactor = 68:i_dateTimeSharedNFRfactor +--- LOAD sharedNFRLoadOffset = 70:i_dateTimeSharedNFRLoadOffset +--- LOAD effectiveFactor = 69:i_dateTimeReserveEffectiveFactor +--- LOAD RMTReserveLimitTo = 71:i_dateTimeRMTreserveLimit +--- LOAD rampingConstraint = 72:i_dateTimeRampingConstraint +2489 +2490 *Real Time Pricing Project +--- MERGE studyMode = 75:i_studyMode +--- LOAD useGenInitialMW = 76:i_dateTimeUseGenInitialMW +--- LOAD runEnrgShortfallTransfer = 77:i_dateTimeRunEnrgShortfallTransfer +--- LOAD runPriceTransfer = 78:i_dateTimeRunPriceTransfer +--- LOAD replaceSurplusPrice = 79:i_dateTimeReplaceSurplusPrice +--- LOAD rtdIgIncreaseLimit = 80:i_dateTimeRtdIgIncreaseLimit +--- LOAD useActualLoad = 81:i_dateTimeUseActualLoad +--- LOAD dontScaleNegativeLoad = 82:i_dateTimeDontScaleNegativeLoad +--- LOAD inputInitialLoad = 83:i_dateTimeInputInitialLoad +--- LOAD conformingFactor = 84:i_dateTimeConformingFactor +--- LOAD nonConformingLoad = 85:i_dateTimeNonConformingLoad +--- LOAD loadIsOverride = 86:i_dateTimeLoadIsOverride +--- LOAD loadIsBad = 87:i_dateTimeLoadIsBad +--- LOAD loadIsNCL = 88:i_dateTimeLoadIsNCL +--- LOAD maxLoad = 89:i_dateTimeMaxLoad +--- LOAD instructedloadshed = 90:i_dateTimeInstructedLoadShed +--- LOAD instructedshedactive = 91:i_dateTimeInstructedShedActive +--- LOAD islandMWIPS = 92:i_dateTimeIslandMWIPS +--- LOAD islandPDS = 93:i_dateTimeIslandPDS +--- LOAD islandLosses = 94:i_dateTimeIslandLosses +2511 +--- LOAD energyScarcityEnabled = 96:i_dateTimeEnergyScarcityEnabled +--- LOAD reserveScarcityEnabled = 97:i_dateTimeReserveScarcityEnabled +--- LOAD scarcityEnrgNationalFactor = 98:i_dateTimeScarcityEnrgNationalFactor +--- LOAD scarcityEnrgNationalPrice = 99:i_dateTimeScarcityEnrgNationalPrice +--- LOAD scarcityEnrgNodeFactor = 100:i_dateTimeScarcityEnrgNodeFactor +--- LOAD scarcityEnrgNodeFactorPrice = 101:i_dateTimeScarcityEnrgNodeFactorPrice +--- LOAD scarcityEnrgNodeLimit = 102:i_dateTimeScarcityEnrgNodeLimit +--- LOAD scarcityEnrgNodeLimitPrice = 103:i_dateTimeScarcityEnrgNodeLimitPrice +--- LOAD scarcityResrvIslandLimit = 104:i_dateTimeScarcityResrvIslandLimit +--- LOAD scarcityResrvIslandPrice = 105:i_dateTimeScarcityResrvIslandPrice +2523 +2524 *=============================================================================== +2525 * 3. Manage model and data compatability +2526 *=============================================================================== +2527 * This section manages the changes to model flags to ensure backward +2528 * compatibility given changes in the SPD model formulation over time: +2529 * Ex: some data (sets) only starting to exist at certain time and we need to use +2530 * GDX time to check if we can load that data (set) from gdx. +2531 +2532 * Gregorian date of when symbols have been included into the GDX files +2533 Scalars inputGDXGDate 'Gregorian date of input GDX file' ; +2534 inputGDXGDate = jdate(gdxDate('year'),gdxDate('month'),gdxDate('day')); +2535 +2536 * The code below is for example and not currently used + put_utility temp 'gdxin' / '%inputPath%\%GDXname%.gdx' ; + if (inputGDXGDate >= jdate(2022,11,1) or sum[sameas(caseName,testCases),1] , + execute_load + energyScarcityEnabled = i_energyScarcityEnabled + ; + ) ; + $oftext + + + *===================================================================================== + * 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + *===================================================================================== + + $ontext + - At this point, vSPDoverrides.gms is included into vSPDsolve.gms if an override + file defined by the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. + - All override data symbols have the characters 'Ovrd' appended to the original + symbol name. After declaring the override symbols, the override data is + installed and the original symbols are overwritten. + - Note that the Excel interface permits a limited number of input data symbols + to be overridden. The EMI interface will create a GDX file of override values + for all data inputs to be overridden. If operating in standalone mode, + overrides can be installed by any means the user prefers - GDX file, $include + file, hard-coding, etc. But it probably makes sense to mimic the GDX file as + used by EMI. +2564 +2566 +2567 +2568 *=============================================================================== +2569 * 5. Initialise model mapping and inputs +2570 *=============================================================================== +2572 +2573 * Check if NMIR is enabled +2574 UseShareReserve = 1 $ sum[ (dt,resC), reserveShareEnabled(dt,resC)] ; +2575 +2576 * Pre-dispatch schedule is solved sequentially +2577 sequentialSolve $ { (studyMode >= 130) and (studyMode <= 133) } = 1 ; +2578 sequentialSolve $ sum[dt, useGenInitialMW(dt)] = 1; +2579 sequentialSolve $ UseShareReserve = 1; +2580 +2581 +2582 +2583 * Initialise genrating offer parameters ---------------------------------------- +2584 GenerationStart(dt,o) = offerParameter(dt,o,'initialMW') +2585 + sum[ o1 $ primarySecondaryOffer(dt,o,o1) +2586 , offerParameter(dt,o1,'initialMW') ] ; +2587 * if useGenIntitialMW = 1 --> sequential solve like PRSS, NRSS +2588 GenerationStart(dt,o) $ { (useGenInitialMW(dt) = 1) and (ord(dt) > 1) } = 0; +2589 +2590 RampRateUp(dt,o) = offerParameter(dt,o,'rampUpRate') ; +2591 RampRateDn(dt,o) = offerParameter(dt,o,'rampDnRate') ; +2592 ReserveGenerationMaximum(dt,o) = offerParameter(dt,o,'resrvGenMax') ; +2593 WindOffer(dt,o) = offerParameter(dt,o,'isIG') ; +2594 FKband(dt,o) = offerParameter(dt,o,'FKbandMW') ; +2595 PriceResponsive(dt,o) = offerParameter(dt,o,'isPriceResponse') ; +2596 PotentialMW(dt,o) = offerParameter(dt,o,'potentialMW') ; +2597 +2598 * This is based on the 4.6.2.1 calculation + For generators in the PRICERESPONSIVEIG subset, if the PotentialMWg value is + less than ReserveGenerationMaximumg,c then pre-processing sets the + ReserveGenerationMaximumg,c parameter to the PotentialMWg value, otherwise if + the PotentialMWg value is greater than or equal to the + ReserveGenerationMaximumg,c then the ReserveGenerationMaximumg,c + value is unchanged + Tuong note: this does not seems to make saense and be used. +2608 reserveMaximumFactor(dt,o,resC) +2609 $ { windOffer(dt,o) and priceResponsive(dt,o) and( potentialMW(dt,o) > 0) +2610 and (potentialMW(dt,o) < ReserveGenerationMaximum(dt,o)) } +2611 = ReserveGenerationMaximum(dt,o) / potentialMW(dt,o) ; +2612 *------------------------------------------------------------------------------- +2613 +2614 +2615 * Initialise offer limits and prices ------------------------------------------- +2616 +2617 * Initialise energy offer data for the current trade period start +2618 EnrgOfrMW(dt,o,blk) = energyOffer(dt,o,blk,'limitMW') ; +2619 EnrgOfrPrice(dt,o,blk) = energyOffer(dt,o,blk,'price') ; +2620 +2621 * Initialise reserve offer data for the current trade period start +2622 PLRO(resT) $ (ord(resT) = 1) = yes ; +2623 TWRO(resT) $ (ord(resT) = 2) = yes ; +2624 ILRO(resT) $ (ord(resT) = 3) = yes ; +2625 +2626 ResOfrPct(dt,o,blk,resC) +2627 = (fastPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 1 ) +2628 + (sustainedPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 2 ); +2629 +2630 ResOfrMW(dt,o,blk,resC,PLRO) +2631 = fastPLSRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2632 + sustainedPLSRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2633 +2634 ResOfrMW(dt,o,blk,resC,TWRO) +2635 = fastTWDRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2636 + sustainedTWDRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2637 +2638 ResOfrMW(dt,o,blk,resC,ILRO) +2639 = fastILRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2640 + sustainedILRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2641 +2642 ResOfrPrice(dt,o,blk,resC,PLRO) +2643 = fastPLSRoffer(dt,o,blk,'price') $(ord(resC)=1) +2644 + sustainedPLSRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2645 +2646 ResOfrPrice(dt,o,blk,resC,TWRO) +2647 = fastTWDRoffer(dt,o,blk,'price') $(ord(resC)=1) +2648 + sustainedTWDRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2649 +2650 ResOfrPrice(dt,o,blk,resC,ILRO) +2651 = fastILRoffer(dt,o,blk,'price') $(ord(resC)=1) +2652 + sustainedILRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2653 *------------------------------------------------------------------------------- +2654 +2655 +2656 * Define valid offers and valid offer block ------------------------------------ +2657 +2658 * Valid offer must be mapped to a bus with electrical island <> 0 +2659 offer(dt,o) $ sum[ (n,b) $ { offerNode(dt,o,n) and nodeBus(dt,n,b) +2660 }, busElectricalIsland(dt,b) ] = yes ; +2661 +2662 * IL offer with non zero total limit is always valid +2663 offer(dt,o) $ sum[ (blk,resC,ILRO), ResOfrMW(dt,o,blk,resC,ILRO)] = yes ; +2664 +2665 * Valid energy offer blocks are defined as those with a positive block limit +2666 genOfrBlk(dt,o,blk) $ ( EnrgOfrMW(dt,o,blk) > 0 ) = yes ; +2667 +2668 * Define set of positive (valid) energy offers +2669 posEnrgOfr(dt,o) $ sum[ blk $ genOfrBlk(dt,o,blk), 1 ] = yes ; +2670 +2671 * Only reserve offer block with a positive block limit is valid +2672 resOfrBlk(dt,o,blk,resC,resT) $ (ResOfrMW(dt,o,blk,resC,resT) > 0) = yes ; +2673 *------------------------------------------------------------------------------- +2674 +2675 +2676 * Initialise bid limits and prices --------------------------------------------- +2677 +2678 * Valid bid must be mapped to a bus with electrical island <> 0 +2679 bid(dt,bd) $ sum[ (n,b) $ { bidNode(dt,bd,n) and nodeBus(dt,n,b) +2680 }, busElectricalIsland(dt,b) ] = yes ; +2681 * Bid energy data +2682 DemBidMW(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'limitMW') ; +2683 DemBidPrice(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'price') ; +2684 * Valid Demand Bid Block +2685 DemBidBlk(bid,blk) $ ( DemBidMW(bid,blk) <> 0 ) = yes ; +2686 *------------------------------------------------------------------------------- +2687 +2688 +2689 * Initialise mappings to use in later stage ------------------------------------ +2690 +2691 nodeIsland(dt,n,isl) $ sum[ b $ { bus(dt,b) and node(dt,n) +2692 and nodeBus(dt,n,b) and busIsland(dt,b,isl) }, 1 +2693 ] = yes ; +2694 offerIsland(offer(dt,o),isl) +2695 $ sum[ n $ { offerNode(dt,o,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2696 +2697 bidIsland(bid(dt,bd),isl) +2698 $ sum[ n $ { bidNode(dt,bd,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2699 +2700 islandRiskGenerator(dt,isl,o) +2701 $ { offerIsland(dt,o,isl) and riskGenerator(dt,o) } = yes ; +2702 +2703 +2704 * Identification of primary and secondary units +2705 PrimaryOffer(dt,o) = 1 ; +2706 SecondaryOffer(dt,o) = 1 $ sum[ o1 $ primarySecondaryOffer(dt,o1,o), 1 ] ; +2707 PrimaryOffer(dt,o) $ SecondaryOffer(dt,o) = 0 ; +2708 *------------------------------------------------------------------------------- +2709 +2710 +2711 * Initialise demand/bid data --------------------------------------------------- +2712 RequiredLoad(node) = nodeDemand(node) ; +2713 +2714 * 4.9.2 Dispatchable Pnodes + If the Pnode associated with a Dispatchable Demand Bid is not a dead Pnode then + PnodeRequiredLoadpn is set to zero. The Pnode load will be determined by + clearing the Pnode's Dispatchable Demand Bid when the LP Model is solved. +2720 RequiredLoad(node(dt,n)) +2721 $ { Sum[ (bd,blk) $ bidNode(dt,bd,n), DemBidMW(dt,bd,blk) ] > 0 } = 0; +2722 +2723 +2724 +2725 * 4.10 Real Time Pricing - First RTD load calculation +2726 if studyMode = 101 or studyMode = 201 then +2727 +2728 * Calculate first target total load [4.10.6.5] +2729 * Island-level MW load forecast. For the fist loop: +2730 * replace LoadCalcLosses(dt,isl) = islandLosses(dt,isl); +2731 TargetTotalLoad(dt,isl) = islandMWIPS(dt,isl) +2732 + islandPDS(dt,isl) +2733 - islandLosses(dt,isl); +2734 +2735 * Flag if estimate load is scalable [4.10.6.7] +2736 * Binary value. If True then ConformingFactor load MW will be scaled in order +2737 * to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +2738 * assigned directly to EstimatedInitialLoad +2739 EstLoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2740 and (ConformingFactor(dt,n) > 0) } ; +2741 +2742 * Calculate estimate non-scalable load [4.10.6.8] +2743 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for +2744 * a conforming Pnode this will be the ConformingFactor MW input if that value +2745 * is negative, otherwise it will be zero +2746 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 1 ) = NonConformingLoad(dt,n); +2747 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 0 ) = ConformingFactor(dt,n); +2748 EstNonScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = 0; +2749 +2750 * Calculate estimate scalable load [4.10.6.10] +2751 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +2752 * this value will be the ConformingFactor if it is non-negative, otherwise +2753 * this value will be zero' +2754 EstScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = ConformingFactor(dt,n); +2755 +2756 +2757 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +2758 * in order to calculate EstimatedInitialLoad +2759 EstScalingFactor(dt,isl) +2760 = (islandMWIPS(dt,isl) - islandLosses(dt,isl) +2761 - Sum[ n $ nodeIsland(dt,n,isl), EstNonScalableLoad(dt,n) ] +2762 ) / Sum[ n $ nodeIsland(dt,n,isl), EstScalableLoad(dt,n) ] +2763 +2764 ; +2765 +2766 * Calculate estimate initial load [4.10.6.6] +2767 * Calculated estimate of initial MW load, available to be used as an +2768 * alternative to InputInitialLoad +2769 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) +2770 = ConformingFactor(dt,n) * Sum[ isl $ nodeisland(dt,n,isl) +2771 , EstScalingFactor(dt,isl)] ; +2772 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 0 ) +2773 = EstNonScalableLoad(dt,n); +2774 +2775 * Calculate initial load [4.10.6.2] +2776 * Value that represents the Pnode load MW at the start of the solution +2777 * interval. Depending on the inputs this value will be either actual load, +2778 * an operator applied override or an estimated initial load +2779 InitialLoad(dt,n) = InputInitialLoad(dt,n); +2780 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 0) +2781 and ( (useActualLoad(dt) = 0) or (LoadIsBad(dt,n) = 1) ) +2782 } = EstimatedInitialLoad(dt,n) ; +2783 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 1) +2784 and (useActualLoad(dt) = 1) +2785 and (InitialLoad(dt,n) > MaxLoad(dt,n)) +2786 } = MaxLoad(dt,n) ; +2787 +2788 * Flag if load is scalable [4.10.6.4] +2789 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +2790 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +2791 * assigned to RequiredLoad +2792 LoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2793 and (LoadIsOverride(dt,n) = 0) +2794 and (InitialLoad(dt,n) >= 0) } ; +2795 +2796 * Calculate Island-level scaling factor [4.10.6.3] +2797 * --> applied to InitialLoad in order to calculate RequiredLoad +2798 LoadScalingFactor(dt,isl) +2799 = ( TargetTotalLoad(dt,isl) +2800 - Sum[ n $ { nodeIsland(dt,n,isl) +2801 and (LoadIsScalable(dt,n) = 0) }, InitialLoad(dt,n) ] +2802 ) / Sum[ n $ { nodeIsland(dt,n,isl) +2803 and (LoadIsScalable(dt,n) = 1) }, InitialLoad(dt,n) ] +2804 ; +2805 +2806 * Calculate RequiredLoad [4.10.6.1] +2807 RequiredLoad(dt,n) $ LoadIsScalable(dt,n) +2808 = InitialLoad(dt,n) * sum[ isl $ nodeisland(dt,n,isl) +2809 , LoadScalingFactor(dt,isl) ]; +2810 +2811 RequiredLoad(dt,n) $ (LoadIsScalable(dt,n) = 0) = InitialLoad(dt,n); +2812 +2813 RequiredLoad(dt,n) = RequiredLoad(dt,n) +2814 + [instructedloadshed(dt,n) $ instructedshedactive(dt,n)]; +2815 +2816 Endif; +2817 *------------------------------------------------------------------------------- +2818 +2819 +2820 * Initialize energy scarcity limits and prices --------------------------------- +2821 +2822 ScarcityEnrgLimit(dt,n,blk) +2823 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2824 = scarcityEnrgNodeLimit(dt,n,blk); +2825 ScarcityEnrgPrice(dt,n,blk) +2826 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2827 = scarcityEnrgNodeLimitPrice(dt,n,blk) ; +2828 +2829 +2830 ScarcityEnrgLimit(dt,n,blk) +2831 $ { energyScarcityEnabled(dt) +2832 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2833 and scarcityEnrgNodeFactor(dt,n,blk) +2834 and (RequiredLoad(dt,n) > 0) +2835 } +2836 = scarcityEnrgNodeFactor(dt,n,blk) * RequiredLoad(dt,n); +2837 ScarcityEnrgPrice(dt,n,blk) +2838 $ { energyScarcityEnabled(dt) +2839 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2840 and scarcityEnrgNodeFactor(dt,n,blk) +2841 } +2842 = scarcityEnrgNodeFactorPrice(dt,n,blk) ; +2843 +2844 +2845 ScarcityEnrgLimit(dt,n,blk) +2846 $ { energyScarcityEnabled(dt) +2847 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2848 and (RequiredLoad(dt,n) > 0) +2849 } +2850 = scarcityEnrgNationalFactor(dt,blk) * RequiredLoad(dt,n); +2851 ScarcityEnrgPrice(dt,n,blk) +2852 $ { energyScarcityEnabled(dt) +2853 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2854 } +2855 = scarcityEnrgNationalPrice(dt,blk) ; +2856 +2857 +2858 *------------------------------------------------------------------------------- +2859 +2860 +2861 * Initialize AC and DC branches ------------------------------------------------ +2862 +2863 * Branch is defined if there is a defined terminal bus, it has a non-zero +2864 * capacity and is closed for that trade period +2865 * Update the pre-processing code that removes branches which have a limit of zero +2866 * so that it removes a branch if either direction has a limit of zero. +2867 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2868 (not HVDCBranch(dt,br)) and +2869 sum[ fd $ (ord(fd)=1), branchCapacity(dt,br,fd)] and +2870 sum[ fd $ (ord(fd)=2), branchCapacity(dt,br,fd)] and +2871 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2872 branchDefn(dt,br,b,b1) }, 1 ] +2873 } = yes ; +2874 +2875 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2876 (HVDCBranch(dt,br)) and +2877 sum[ fd, branchCapacity(dt,br,fd)] and +2878 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2879 branchDefn(dt,br,b,b1) }, 1 ] +2880 } = yes ; +2881 +2882 +2883 branchBusDefn(branch,b,b1) $ branchDefn(branch,b,b1) = yes ; +2884 branchFrBus(branch,frB) $ sum[ toB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2885 branchToBus(branch,toB) $ sum[ frB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2886 branchBusConnect(branch,b) $ branchFrBus(branch,b) = yes ; +2887 branchBusConnect(branch,b) $ branchToBus(branch,b) = yes ; +2888 +2889 +2890 * HVDC link and AC branch definition +2891 HVDClink(branch) = yes $ HVDCBranch(branch) ; +2892 ACbranch(branch) = yes $ [not HVDCBranch(branch)]; +2893 +2894 +2895 * Determine sending and receiving bus for each branch flow direction +2896 loop (frB,toB) do +2897 ACbranchSendingBus(ACbranch,frB,fd) +2898 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2899 +2900 ACbranchReceivingBus(ACbranch,toB,fd) +2901 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2902 +2903 ACbranchSendingBus(ACbranch,toB,fd) +2904 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2905 +2906 ACbranchReceivingBus(ACbranch,frB,fd) +2907 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2908 endloop; +2909 +2910 HVDClinkSendingBus(HVDClink,frB) +2911 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2912 +2913 HVDClinkReceivingBus(HVDClink,toB) +2914 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2915 +2916 HVDClinkBus(HVDClink,b) $ HVDClinkSendingBus(HVDClink,b) = yes ; +2917 HVDClinkBus(HVDClink,b) $ HVDClinkReceivingBus(HVDClink,b) = yes ; +2918 +2919 * Determine the HVDC inter-island pole in the northward and southward direction +2920 +2921 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 1) and HVDClink(dt,br) } +2922 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 2) +2923 and nodeIsland(dt,n,isl) +2924 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2925 +2926 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 2) and HVDClink(dt,br) } +2927 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 1) +2928 and nodeIsland(dt,n,isl) +2929 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2930 +2931 * Mapping HVDC branch to pole to account for name changes to Pole 3 +2932 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY1.1'), 1] = yes ; +2933 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN1.1'), 1] = yes ; +2934 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY3.1'), 1] = yes ; +2935 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN3.1'), 1] = yes ; +2936 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'BEN_HAY2.1'), 1] = yes ; +2937 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'HAY_BEN2.1'), 1] = yes ; +2938 +2939 * Initialise network data for the current trade period start +2940 branchResistance(branch) = branchParameter(branch,'resistance') ; +2941 branchSusceptance(ACbranch) = -100 * branchParameter(ACbranch,'susceptance'); +2942 branchLossBlocks(branch) = branchParameter(branch,'numLossTranches') ; +2943 +2944 * Ensure fixed losses for no loss AC branches are not included +2945 branchFixedLoss(ACbranch) = branchParameter(ACbranch,'fixedLosses') +2946 $ (branchLossBlocks(ACbranch) > 1) ; +2947 +2948 branchFixedLoss(HVDClink) = branchParameter(HVDClink,'fixedLosses') ; +2949 +2950 * Set resistance and fixed loss to zero if do not want to use the loss model +2951 branchResistance(ACbranch) $ (not useAClossModel) = 0 ; +2952 branchFixedLoss(ACbranch) $ (not useAClossModel) = 0 ; +2953 branchResistance(HVDClink) $ (not useHVDClossModel) = 0 ; +2954 branchFixedLoss(HVDClink) $ (not useHVDClossModel) = 0 ; +2955 +2956 * Initialise loss tranches data for the current trade period start +2957 * The loss factor coefficients assume that the branch capacity is in MW +2958 * and the resistance is in p.u. +2959 +2960 * Loss branches with 0 loss blocks +2961 lossSegmentMW(branch,los,fd) +2962 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2963 = branchCapacity(branch,fd) ; +2964 +2965 LossSegmentFactor(branch,los,fd) +2966 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2967 = 0 ; +2968 +2969 * Loss branches with 1 loss blocks +2970 LossSegmentMW(branch,los,fd) +2971 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2972 = maxFlowSegment ; +2973 +2974 LossSegmentFactor(branch,los,fd) +2975 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2976 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2977 +2978 * Loss branches with 3 loss blocks +2979 loop branch $ (branchLossBlocks(branch) = 3) do +2980 * Segment 1 +2981 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +2982 = lossCoeff_A * branchCapacity(branch,fd) ; +2983 +2984 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +2985 = 0.01 * 0.75 * lossCoeff_A +2986 * branchResistance(branch) * branchCapacity(branch,fd) ; +2987 +2988 * Segment 2 +2989 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +2990 = (1-lossCoeff_A) * branchCapacity(branch,fd) ; +2991 +2992 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +2993 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2994 +2995 * Segment 3 +2996 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +2997 = maxFlowSegment ; +2998 +2999 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3000 = 0.01 * (2 - (0.75*lossCoeff_A)) +3001 * branchResistance(branch) * branchCapacity(branch,fd) ; +3002 endloop; +3003 +3004 * Loss branches with 6 loss blocks +3005 loop branch $ (branchLossBlocks(branch) = 6) do +3006 * Segment 1 +3007 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +3008 = lossCoeff_C * branchCapacity(branch,fd) ; +3009 +3010 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +3011 = 0.01 * 0.75 * lossCoeff_C +3012 * branchResistance(branch) * branchCapacity(branch,fd) ; +3013 +3014 * Segment 2 +3015 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +3016 = lossCoeff_D * branchCapacity(branch,fd) ; +3017 +3018 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +3019 = 0.01 * lossCoeff_E +3020 * branchResistance(branch) * branchCapacity(branch,fd) ; +3021 +3022 * Segment 3 +3023 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +3024 = 0.5 * branchCapacity(branch,fd) ; +3025 +3026 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3027 = 0.01 * lossCoeff_F +3028 * branchResistance(branch) * branchCapacity(branch,fd) ; +3029 +3030 * Segment 4 +3031 LossSegmentMW(branch,los,fd) $ (ord(los) = 4) +3032 = (1 - lossCoeff_D) * branchCapacity(branch,fd) ; +3033 +3034 LossSegmentFactor(branch,los,fd) $ (ord(los) = 4) +3035 = 0.01 * (2 - lossCoeff_F) +3036 * branchResistance(branch) * branchCapacity(branch,fd) ; +3037 +3038 * Segment 5 +3039 LossSegmentMW(branch,los,fd) $ (ord(los) = 5) +3040 = (1 - lossCoeff_C) * branchCapacity(branch,fd) ; +3041 +3042 LossSegmentFactor(branch,los,fd) $ (ord(los) = 5) +3043 = 0.01 * (2 - lossCoeff_E) +3044 * branchResistance(branch) * branchCapacity(branch,fd) ; +3045 +3046 * Segment 6 +3047 LossSegmentMW(branch,los,fd) $ (ord(los) = 6) +3048 = maxFlowSegment ; +3049 +3050 LossSegmentFactor(branch,los,fd) $ (ord(los) = 6) +3051 = 0.01 * (2 - (0.75*lossCoeff_C)) +3052 * branchResistance(branch) * branchCapacity(branch,fd) ; +3053 endloop ; +3054 +3055 * HVDC does not have backward flow --> No loss segment for backward flow +3056 LossSegmentMW(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3057 LossSegmentFactor(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3058 +3059 +3060 * Valid loss segment for a branch is defined as a loss segment that +3061 * has a non-zero LossSegmentMW or a non-zero LossSegmentFactor. +3062 validLossSegment(branch,los,fd) = yes $ { (ord(los) = 1) or +3063 LossSegmentMW(branch,los,fd) or +3064 LossSegmentFactor(branch,los,fd) } ; +3065 +3066 * HVDC loss model requires at least two loss segments and +3067 * an additional loss block due to cumulative loss formulation +3068 validLossSegment(HVDClink,los,fd) +3069 $ { (branchLossBlocks(HVDClink) <= 1) and (ord(los) = 2) } = yes ; +3070 +3071 validLossSegment(HVDClink,los,fd) +3072 $ { (branchLossBlocks(HVDClink) > 1) and +3073 (ord(los) = (branchLossBlocks(HVDClink) + 1)) and +3074 (sum[ los1, LossSegmentMW(HVDClink,los1,fd) +3075 + LossSegmentFactor(HVDClink,los1,fd) ] > 0) +3076 } = yes ; +3077 +3078 * branches that have non-zero loss factors +3079 LossBranch(branch) $ sum[ (los,fd), LossSegmentFactor(branch,los,fd) ] = yes ; +3080 +3081 * Create AC branch loss segments +3082 ACbranchLossMW(ACbranch,los,fd) +3083 $ { validLossSegment(ACbranch,los,fd) and (ord(los) = 1) } +3084 = LossSegmentMW(ACbranch,los,fd) ; +3085 +3086 ACbranchLossMW(ACbranch,los,fd) +3087 $ { validLossSegment(ACbranch,los,fd) and (ord(los) > 1) } +3088 = LossSegmentMW(ACbranch,los,fd) - LossSegmentMW(ACbranch,los-1,fd) ; +3089 +3090 ACbranchLossFactor(ACbranch,los,fd) +3091 $ validLossSegment(ACbranch,los,fd) = LossSegmentFactor(ACbranch,los,fd) ; +3092 +3093 * Create HVDC loss break points +3094 HVDCBreakPointMWFlow(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3095 HVDCBreakPointMWLoss(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3096 +3097 HVDCBreakPointMWFlow(HVDClink,bp,fd) +3098 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) > 1) } +3099 = LossSegmentMW(HVDClink,bp-1,fd) ; +3100 +3101 HVDCBreakPointMWLoss(HVDClink,bp,fd) +3102 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) = 2) } +3103 = LossSegmentMW(HVDClink,bp-1,fd) * LossSegmentFactor(HVDClink,bp-1,fd) ; +3104 +3105 loop (HVDClink(branch),bp) $ (ord(bp) > 2) do +3106 HVDCBreakPointMWLoss(branch,bp,fd) $ validLossSegment(branch,bp,fd) +3107 = LossSegmentFactor(branch,bp-1,fd) +3108 * [ LossSegmentMW(branch,bp-1,fd) - LossSegmentMW(branch,bp-2,fd) ] +3109 + HVDCBreakPointMWLoss(branch,bp-1,fd) ; +3110 endloop ; +3111 *------------------------------------------------------------------------------- +3112 +3113 +3114 * Initialise branch constraint data -------------------------------------------- +3115 branchConstraint(dt,brCstr) +3116 $ sum[ branch(dt,br) $ branchCstrFactors(dt,brCstr,br), 1 ] = yes ; +3117 +3118 branchConstraintSense(branchConstraint) +3119 = branchCstrRHS(branchConstraint,'cnstrSense') ; +3120 +3121 branchConstraintLimit(branchConstraint) +3122 = branchCstrRHS(branchConstraint,'cnstrLimit') ; +3123 *------------------------------------------------------------------------------- +3124 +3125 +3126 * Calculate parameters for NMIR project ---------------------------------------- +3127 islandRiskGroup(dt,isl,rg,riskC) +3128 = yes $ sum[ o $ { offerIsland(dt,o,isl) +3129 and riskGroupOffer(dt,rg,o,riskC) }, 1 ] ; +3130 +3131 modulationRisk(dt) = smax[ riskC, modulationRiskClass(dt,RiskC) ]; +3132 +3133 reserveShareEnabledOverall(dt) = smax[ resC, reserveShareEnabled(dt,resC) ]; +3134 +3135 roPwrZoneExit(dt,resC) +3136 = [ roundPower2MonoLevel(dt) - modulationRisk(dt) ]$(ord(resC)=1) +3137 + bipole2MonoLevel(dt)$(ord(resC)=2) ; +3138 +3139 * National market refinement - effective date 28 Mar 2019 12:00 + SPD pre-processing is changed so that the roundpower settings for FIR are + now the same as for SIR. Specifically: + - The RoundPowerZoneExit for FIR will be set at BipoleToMonopoleTransition + by SPD pre-processing (same as for SIR). A change from the existing where + the RoundPowerZoneExit for FIR is set at RoundPowerToMonopoleTransition + by SPD pre-processing. + - Provided that roundpower is not disabled by the MDB, the InNoReverseZone + for FIR will be removed by SPD pre-processing (same as for SIR). A change + from the existing where the InNoReverseZone for FIR is never removed by + SPD pre-processing. +3152 +3153 if inputGDXGDate >= jdate(2019,03,28) then +3154 roPwrZoneExit(dt,resC) = bipole2MonoLevel(dt) ; +3155 endif ; +3156 +3157 * National market refinement end +3158 +3159 +3160 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.2.1) +3161 sharedNFRLoad(dt,isl) +3162 = sum[ nodeIsland(dt,n,isl), RequiredLoad(dt,n)] +3163 + sum[ (bd,blk) $ bidIsland(dt,bd,isl), DemBidMW(dt,bd,blk) ] +3164 - sharedNFRLoadOffset(dt,isl) ; +3165 +3166 sharedNFRMax(dt,isl) = Min{ RMTReserveLimitTo(dt,isl,'FIR'), +3167 sharedNFRFactor(dt)*sharedNFRLoad(dt,isl) } ; +3168 +3169 * Calculate HVDC constraint sets and HVDC Max Flow - NMIR (4.1.8 - NMIR06) + TN on 22 May 2017: + Usually a branch group constraint that limits the HVDC flow only involves the + HVDC branch(s) in the same direction. However, during TP6 to TP9 of 18 May 2017, + the constraint HAY_BEN_High_Frequency_limit involved all four branches in the + form: HAY_BEN1.1 + HAY_BEN2.1 - BEN_HAY1.1 - BEN_HAY2.1 <= 530 MW + This method of formulating the constraint prevented the previous formulation of + monopoleConstraint and bipoleConstraintfrom working properly. Those constraints + have been reformulated (see below) in order to cope with the formulation + observed on 18 May 2017. +3181 monopoleConstraint(dt,isl,brCstr,br) +3182 $ { HVDClink(dt,br) +3183 and ( not rampingConstraint(dt,brCstr) ) +3184 and ( branchConstraintSense(dt,brCstr) = -1 ) +3185 and (Sum[ (br1,b) $ {HVDClinkSendingBus(dt,br1,b) and busIsland(dt,b,isl)} +3186 , branchCstrFactors(dt,brCstr,br1) ] = 1) +3187 and (Sum[ b $ {HVDClinkSendingBus(dt,br,b) and busIsland(dt,b,isl)} +3188 , branchCstrFactors(dt,brCstr,br) ] = 1) +3189 } = yes ; +3190 +3191 bipoleConstraint(dt,isl,brCstr) +3192 $ { ( not rampingConstraint(dt,brCstr) ) +3193 and ( branchConstraintSense(dt,brCstr) = -1 ) +3194 and (Sum[ (br,b) $ { HVDClink(dt,br) +3195 and HVDClinkSendingBus(dt,br,b) +3196 and busIsland(dt,b,isl) } +3197 , branchCstrFactors(dt,brCstr,br) ] = 2) +3198 } = yes ; +3199 +3200 monoPoleCapacity(dt,isl,br) +3201 = Sum[ (b,fd) $ { BusIsland(dt,b,isl) +3202 and HVDClink(dt,br) +3203 and HVDClinkSendingBus(dt,br,b) +3204 and ( ord(fd) = 1 ) +3205 }, branchCapacity(dt,br,fd) ] ; +3206 +3207 monoPoleCapacity(dt,isl,br) +3208 $ Sum[ brCstr $ monopoleConstraint(dt,isl,brCstr,br), 1] +3209 = Smin[ brCstr $ monopoleConstraint(dt,isl,brCstr,br) +3210 , branchConstraintLimit(dt,brCstr) ]; +3211 +3212 monoPoleCapacity(dt,isl,br) +3213 = Min( monoPoleCapacity(dt,isl,br), +3214 sum[ fd $ ( ord(fd) = 1 ), branchCapacity(dt,br,fd) ] ); +3215 +3216 biPoleCapacity(dt,isl) +3217 $ Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] +3218 = Smin[ brCstr $ bipoleConstraint(dt,isl,brCstr) +3219 , branchConstraintLimit(dt,brCstr) ]; +3220 +3221 biPoleCapacity(dt,isl) +3222 $ { Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] = 0 } +3223 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3224 and HVDClinkSendingBus(dt,br,b) +3225 and ( ord(fd) = 1 ) +3226 }, branchCapacity(dt,br,fd) ] ; +3227 +3228 HVDCMax(dt,isl) +3229 = Min( biPoleCapacity(dt,isl), Sum[ br, monoPoleCapacity(dt,isl,br) ] ) ; +3230 +3231 +3232 * Calculate HVDC HVDC Loss segment applied for NMIR ---------------------------- + * Note: When NMIR started on 20/10/2016, the SOdecided to incorrectly calculate the HVDC loss + * curve for reserve sharing based on the HVDC capacity only (i.e. not based on in-service HVDC poles) + * Tuong Nguyen @ EA discovered this bug and the SO has fixed it as of 22/11/2016. +3238 if inputGDXGDate >= jdate(2016,11,22) then +3239 HVDCCapacity(dt,isl) +3240 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3241 and HVDClinkSendingBus(dt,br,b) +3242 and ( ord(fd) = 1 ) +3243 }, branchCapacity(dt,br,fd) ] ; +3244 +3245 numberOfPoles(dt,isl) +3246 = Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3247 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +3248 +3249 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3250 = Prod[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3251 and HVDClinkSendingBus(dt,br,b) +3252 }, branchResistance(dt,br) ] +3253 / Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3254 and HVDClinkSendingBus(dt,br,b) +3255 }, branchResistance(dt,br) ] ; +3256 +3257 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 1) +3258 = Sum[ br $ monoPoleCapacity(dt,isl,br), branchResistance(dt,br) ] ; +3259 else +3260 HVDCCapacity(dt,isl) +3261 = Sum[ (br,b,b1,fd) $ { (HVDCBranch(dt,br) = 1) +3262 and busIsland(dt,b,isl) +3263 and branchDefn(dt,br,b,b1) +3264 and ( ord(fd) = 1 ) +3265 }, branchCapacity(dt,br,fd) ] ; +3266 +3267 numberOfPoles(dt,isl) +3268 =Sum[ (br,b,b1) $ { (HVDCBranch(dt,br) = 1) +3269 and busIsland(dt,b,isl) +3270 and branchDefn(dt,br,b,b1) +3271 and sum[ fd $ ( ord(fd) = 1 ) +3272 , branchCapacity(dt,br,fd) ] +3273 }, 1 ] ; +3274 +3275 HVDCResistance(dt,isl) +3276 = Sum[ (br,b,b1,brPar) +3277 $ { (HVDCBranch(dt,br) = 1) +3278 and busIsland(dt,b,isl) +3279 and branchDefn(dt,br,b,b1) +3280 and (ord(brPar) = 1) +3281 }, branchParameter(dt,br,brPar) ] ; +3282 +3283 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3284 = Prod[ (br,b,b1,brPar) +3285 $ { (HVDCBranch(dt,br) = 1) +3286 and busIsland(dt,b,isl) +3287 and branchDefn(dt,br,b,b1) +3288 and sum[ fd $ ( ord(fd) = 1 ) +3289 , branchCapacity(dt,br,fd) ] +3290 and (ord(brPar) = 1) +3291 }, branchParameter(dt,br,brPar) +3292 ] / HVDCResistance(dt,isl) ; +3293 endif ; +3294 +3295 * Segment 1 +3296 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 1) +3297 = HVDCCapacity(dt,isl) * lossCoeff_C ; +3298 +3299 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 1) +3300 = 0.01 * 0.75 * lossCoeff_C +3301 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3302 +3303 * Segment 2 +3304 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 2) +3305 = HVDCCapacity(dt,isl) * lossCoeff_D ; +3306 +3307 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 2) +3308 = 0.01 * lossCoeff_E +3309 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3310 +3311 * Segment 3 +3312 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 3) +3313 = HVDCCapacity(dt,isl) * 0.5 ; +3314 +3315 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 3) +3316 = 0.01 * lossCoeff_F +3317 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3318 +3319 * Segment 4 +3320 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 4) +3321 = HVDCCapacity(dt,isl) * (1 - lossCoeff_D) ; +3322 +3323 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 4) +3324 = 0.01 * (2 - lossCoeff_F) +3325 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3326 +3327 * Segment 5 +3328 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 5) +3329 = HVDCCapacity(dt,isl) * (1 - lossCoeff_C) ; +3330 +3331 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 5) +3332 = 0.01 * (2 - lossCoeff_E) +3333 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3334 +3335 * Segment 6 +3336 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 6) +3337 = HVDCCapacity(dt,isl) ; +3338 +3339 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 6) +3340 = 0.01 * (2 - (0.75*lossCoeff_C)) +3341 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3342 +3343 * Parameter for energy lambda loss model +3344 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3345 HVDCSentBreakPointMWLoss(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3346 +3347 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) > 1) +3348 = HVDCLossSegmentMW(dt,isl,bp-1) ; +3349 +3350 loop (dt,isl,bp) $ {(ord(bp) > 1) and (ord(bp) <= 7)} do +3351 HVDCSentBreakPointMWLoss(dt,isl,bp) +3352 = HVDClossScalingFactor(dt) +3353 * HVDCLossSegmentFactor(dt,isl,bp-1) +3354 * [ HVDCLossSegmentMW(dt,isl,bp-1) +3355 - HVDCSentBreakPointMWFlow(dt,isl,bp-1) ] +3356 + HVDCSentBreakPointMWLoss(dt,isl,bp-1) ; +3357 endloop ; +3358 +3359 * Parameter for energy+reserve lambda loss model +3360 +3361 * Ideally SO should use asymmetric loss curve +3362 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3363 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3364 and ( ord(rsbp) + ord(rsbp1) = 8)} +3365 , -HVDCSentBreakPointMWFlow(dt,isl1,rsbp1) ]; +3366 +3367 * SO decide to use symmetric loss curve instead +3368 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3369 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3370 , -HVDCSentBreakPointMWFlow(dt,isl,rsbp1) ]; +3371 +3372 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) +3373 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3374 = HVDCSentBreakPointMWFlow(dt,isl,rsbp-6) ; +3375 +3376 +3377 * Ideally SO should use asymmetric loss curve +3378 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3379 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3380 and ( ord(rsbp) + ord(rsbp1) = 8)} +3381 , HVDCSentBreakPointMWLoss(dt,isl1,rsbp1) ]; +3382 +3383 * SO decide to use symmetric loss curve instead +3384 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3385 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3386 , HVDCSentBreakPointMWLoss(dt,isl,rsbp1) ]; +3387 +3388 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) +3389 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3390 = HVDCSentBreakPointMWLoss(dt,isl,rsbp-6); +3391 +3392 * Parameter for lambda loss model end +3393 +3394 * Initialze parameters for NMIR project end ---------------------------------- +3395 +3396 +3397 * Initialise risk/reserve data for the current trade period start +3398 +3399 GenRisk(riskC) $ (ord(riskC) = 1) = yes ; +3400 HVDCrisk(riskC) $ (ord(riskC) = 2) = yes ; +3401 HVDCrisk(riskC) $ (ord(riskC) = 3) = yes ; +3402 ManualRisk(riskC) $ (ord(riskC) = 4) = yes ; +3403 GenRisk(riskC) $ (ord(riskC) = 5) = yes ; +3404 ManualRisk(riskC) $ (ord(riskC) = 6) = yes ; +3405 HVDCsecRisk(riskC) $ (ord(riskC) = 7) = yes ; +3406 HVDCsecRisk(riskC) $ (ord(riskC) = 8) = yes ; +3407 +3408 * Define the CE and ECE risk class set to support the different CE and ECE CVP +3409 ContingentEvents(riskC) $ (ord(riskC) = 1) = yes ; +3410 ContingentEvents(riskC) $ (ord(riskC) = 2) = yes ; +3411 ExtendedContingentEvent(riskC) $ (ord(riskC) = 3) = yes ; +3412 ContingentEvents(riskC) $ (ord(riskC) = 4) = yes ; +3413 ExtendedContingentEvent(riskC) $ (ord(riskC) = 5) = yes ; +3414 ExtendedContingentEvent(riskC) $ (ord(riskC) = 6) = yes ; +3415 ContingentEvents(riskC) $ (ord(riskC) = 7) = yes ; +3416 ExtendedContingentEvent(riskC) $ (ord(riskC) = 8) = yes ; +3417 +3418 * Risk parameters +3419 FreeReserve(dt,isl,resC,riskC) +3420 = riskParameter(dt,isl,resC,riskC,'freeReserve') +3421 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +3422 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(dt,isl1) +3423 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +3424 and (inputGDXGDate >= jdate(2016,10,20)) } +3425 ; +3426 +3427 IslandRiskAdjustmentFactor(dt,isl,resC,riskC) $ useReserveModel +3428 = riskParameter(dt,isl,resC,riskC,'adjustFactor') ; +3429 +3430 * HVDC rampup max - (6.5.1.2) - SPD version 12 +3431 HVDCpoleRampUp(dt,isl,resC,riskC) +3432 = riskParameter(dt,isl,resC,riskC,'HVDCRampUp') ; +3433 +3434 +3435 +3436 * Initialise market node constraint data for the current trading period +3437 MnodeConstraint(dt,MnodeCstr) +3438 $ { sum[ (offer(dt,o),resT,resC) +3439 $ { mnCstrEnrgFactors(dt,MnodeCstr,o) or +3440 mnCnstrResrvFactors(dt,MnodeCstr,o,resC,resT) +3441 }, 1 +3442 ] +3443 or +3444 sum[ (bid(dt,bd),resC) +3445 $ { mnCnstrEnrgBidFactors(dt,MnodeCstr,bd) or +3446 mnCnstrResrvBidFactors(dt,MnodeCstr,bd,resC) +3447 }, 1 +3448 ] +3449 } = yes ; +3450 +3451 MnodeConstraintSense(MnodeConstraint) +3452 = mnCnstrRHS(MnodeConstraint,'cnstrSense') ; +3453 +3454 MnodeConstraintLimit(MnodeConstraint) +3455 = mnCnstrRHS(MnodeConstraint,'cnstrLimit') ; +3456 +3457 +3458 * Generation Ramp Pre_processing ----------------------------------------------- +3459 +3460 * For PRICERESPONSIVEIG generators, The RTD RampRateUp is capped: (4.7.2.2) +3461 if studyMode = 101 or studyMode = 201 then +3462 RampRateUp(offer(dt,o)) $ { windOffer(offer) and priceResponsive(offer) } +3463 = Min[ RampRateUp(offer), rtdIgIncreaseLimit(dt)*60/intervalDuration ]; +3464 endif; +3465 +3466 * Need to initiate value for this parameters before it is used +3467 o_offerEnergy_TP(dt,o) = 0; +3468 +3469 +3470 * TN - Pivot or demand analysis begin +3473 * TN - Pivot or demand analysis begin end +3474 +3476 *===================================================================================== +3477 * 7. The vSPD solve loop +3478 *===================================================================================== +3479 if (studyMode = 101 or studyMode = 201, +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms +3481 *===================================================================================== +3482 * Name: vSPDsolve_RTP.gms +3483 * Function: First RTD solve to update island loss in order to +3484 * adjust node demand +3485 * A new development for Rea +3486 * Developed by: Electricity Authority, New Zealand +3487 * Source: https://github.com/ElectricityAuthority/vSPD +3488 * http://www.emi.ea.govt.nz/Tools/vSPD +3489 * Contact: Forum: http://www.emi.ea.govt.nz/forum/ +3490 * Email: emi@ea.govt.nz +3491 * Created on: 14 Jan 2022 +3492 +3493 *===================================================================================== +3494 +3495 * 7d. Solve Models First Time For Real Time Pricing +3496 *===================================================================================== +3497 * 7. The vSPD solve loop +3498 *===================================================================================== +3499 put_utility temp 'gdxin' / 'C:\vSPD\ElectricityAuthority\Programs\..\Input\\RTDP_202209021535_22012022090335962_20220902153406.gdx' ; +3500 execute_load SPDLoadCalcLosses = i_dateTimeSPDLoadCalcLosses ; +3501 put_utility temp 'gdxin' ; +3502 +3503 unsolvedDT(dt) = yes; +3504 VSPDModel(dt) = 0 ; +3505 option clear = useBranchFlowMIP ; +3506 +3507 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +3508 exitLoop = 0; +3509 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +3510 +3511 * 7a. Reset all sets, parameters and variables ------------------------------- +3512 option clear = t ; +3513 * Generation variables +3514 option clear = GENERATION ; +3515 option clear = GENERATIONBLOCK ; +3516 option clear = GENERATIONUPDELTA ; +3517 option clear = GENERATIONDNDELTA ; +3518 * Purchase variables +3519 option clear = PURCHASE ; +3520 option clear = PURCHASEBLOCK ; +3521 * Network variables +3522 option clear = ACNODENETINJECTION ; +3523 option clear = ACNODEANGLE ; +3524 option clear = ACBRANCHFLOW ; +3525 option clear = ACBRANCHFLOWDIRECTED ; +3526 option clear = ACBRANCHLOSSESDIRECTED ; +3527 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +3528 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +3529 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +3530 option clear = HVDCLINKFLOW ; +3531 option clear = HVDCLINKLOSSES ; +3532 option clear = LAMBDA ; +3533 option clear = LAMBDAINTEGER ; +3534 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +3535 option clear = HVDCPOLEFLOW_INTEGER ; +3536 * Risk/Reserve variables +3537 option clear = RISKOFFSET ; +3538 option clear = HVDCREC ; +3539 option clear = ISLANDRISK ; +3540 option clear = RESERVEBLOCK ; +3541 option clear = RESERVE ; +3542 option clear = ISLANDRESERVE; +3543 * NMIR variables +3544 option clear = SHAREDNFR ; +3545 option clear = SHAREDRESERVE ; +3546 option clear = HVDCSENT ; +3547 option clear = RESERVESHAREEFFECTIVE ; +3548 option clear = RESERVESHARERECEIVED ; +3549 option clear = RESERVESHARESENT ; +3550 option clear = HVDCSENDING ; +3551 option clear = INZONE ; +3552 option clear = HVDCSENTINSEGMENT ; +3553 option clear = HVDCRESERVESENT ; +3554 option clear = HVDCSENTLOSS ; +3555 option clear = HVDCRESERVELOSS ; +3556 option clear = LAMBDAHVDCENERGY ; +3557 option clear = LAMBDAHVDCRESERVE ; +3558 option clear = RESERVESHAREPENALTY ; +3559 * Objective +3560 option clear = NETBENEFIT ; +3561 * Violation variables +3562 option clear = TOTALPENALTYCOST ; +3563 option clear = DEFICITBUSGENERATION ; +3564 option clear = SURPLUSBUSGENERATION ; +3565 option clear = DEFICITRESERVE_CE ; +3566 option clear = DEFICITRESERVE_ECE ; +3567 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +3568 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +3569 option clear = DEFICITRAMPRATE ; +3570 option clear = SURPLUSRAMPRATE ; +3571 option clear = DEFICITBRANCHFLOW ; +3572 option clear = SURPLUSBRANCHFLOW ; +3573 option clear = DEFICITMNODECONSTRAINT ; +3574 option clear = SURPLUSMNODECONSTRAINT ; +3575 +3576 option clear = SCARCITYCOST; +3577 option clear = ENERGYSCARCITYBLK ; +3578 option clear = ENERGYSCARCITYNODE; +3579 +3580 * Clear the pole circular branch flow flag +3581 option clear = circularBranchFlowExist ; +3582 option clear = poleCircularBranchFlowExist ; +3583 option clear = northHVDC ; +3584 option clear = southHVDC ; +3585 option clear = manualBranchSegmentMWFlow ; +3586 option clear = manualLossCalculation ; +3587 option clear = nonPhysicalLossExist ; +3588 option clear = modelSolved ; +3589 option clear = LPmodelSolved ; +3590 * Disconnected bus post-processing +3591 option clear = busGeneration ; +3592 option clear = busLoad ; +3593 option clear = busDisconnected ; +3594 option clear = busPrice ; +3595 +3596 +3597 * End reset +3598 +3599 +3600 * 7b. Initialise current trade period and model data ------------------------- +3601 t(dt) $ sequentialSolve = yes; +3602 t(dt1) $ (not sequentialSolve) = yes; +3603 +3604 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +3605 generationStart(offer(t(dt),o)) +3606 $ (sum[ o1, generationStart(dt,o1)] = 0) +3607 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +3608 + these are not used anymore + * Calculation of generation upper limits due to ramp rate limits + * Calculation 5.3.1.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeUp(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } + = Min[ intervalDuration , ( generationMaximum(offer) + - generationStart(offer) + ) / rampRateUp(offer) + ] ; + + * Calculation 5.3.1.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndUp(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; + + + * Calculation of generation lower limits due to ramp rate limits + + * Calculation 5.3.2.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeDown(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } + = Min[ intervalDuration, ( generationStart(offer) + - generationMinimum(offer) + ) / rampRateDown(offer) + ] ; + + * Calculation 5.3.2.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndDown(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = Max[ 0, generationStart(offer) + - rampRateDown(offer)*rampTimeDown(offer) ] ; +3644 * Additional pre-processing on parameters end +3645 +3646 +3647 * 7c. Updating the variable bounds before model solve ------------------------ +3648 +3649 * TN - Pivot or Demand Analysis - revise input data +3652 * TN - Pivot or Demand Analysis - revise input data end +3653 +3654 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +3655 +3656 * Offer blocks - Constraint 6.1.1.1 +3657 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +3658 = EnrgOfrMW(genOfrBlk) ; +3659 +3660 GENERATIONBLOCK.fx(t,o,blk) +3661 $ (not genOfrBlk(t,o,blk)) = 0 ; +3662 +3663 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +3664 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +3665 +3666 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +3667 GENERATION.up(offer(t,o)) +3668 $ { windOffer(offer) and priceResponsive(offer) } +3669 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +3670 +3671 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +3672 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3673 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +3674 +3675 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3676 = 0 $ [DemBidMW(t,bd,blk)>0]; +3677 +3678 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +3679 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3680 = 0 $ [DemBidMW(t,bd,blk)<0]; +3681 +3682 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3683 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +3684 +3685 PURCHASEBLOCK.fx(t,bd,blk) +3686 $ (not demBidBlk(t,bd,blk)) +3687 = 0 ; +3688 +3689 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +3690 +3691 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +3692 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +3693 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +3694 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +3695 +3696 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +3697 +3698 +3699 *======= HVDC TRANSMISSION EQUATIONS =========================================== +3700 +3701 * Ensure that variables used to specify flow and losses on HVDC link are +3702 * zero for AC branches and for open HVDC links. +3703 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3704 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3705 +3706 * Apply an upper bound on the weighting parameter based on its definition +3707 LAMBDA.up(branch,bp) = 1 ; +3708 +3709 * Ensure that the weighting factor value is zero for AC branches and for +3710 * invalid loss segments on HVDC links +3711 LAMBDA.fx(HVDClink,bp) +3712 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +3713 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +3714 +3715 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +3716 +3717 +3718 *======= AC TRANSMISSION EQUATIONS ============================================= +3719 +3720 * Ensure that variables used to specify flow and losses on AC branches are +3721 * zero for HVDC links branches and for open AC branches +3722 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +3723 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3724 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3725 +3726 * Ensure directed block flow and loss block variables are zero for +3727 * non-AC branches and invalid loss segments on AC branches +3728 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +3729 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3730 +3731 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +3732 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3733 +3734 +3735 * Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses +3736 * corresponding to the reference nodes and the HVDC nodes are set to zero +3737 ACNODEANGLE.fx(t,b) +3738 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +3739 +3740 *======= AC TRANSMISSION EQUATIONS END ========================================= +3741 +3742 +3743 *======= RISK & RESERVE EQUATIONS ============================================== +3744 +3745 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +3746 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +3747 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +3748 +3749 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +3750 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +3751 = ResOfrMW(resOfrBlk) ; +3752 +3753 * Fix the reserve variable for invalid reserve offers. These are offers that +3754 * are either not connected to the grid or have no reserve quantity offered. +3755 RESERVE.fx(t,o,resC,resT) +3756 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +3757 +3758 * NMIR project variables +3759 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3760 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3761 +3762 * (3.4.2.3) - SPD version 11.0 +3763 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +3764 +3765 * No forward reserve sharing if HVDC capacity is zero +3766 RESERVESHARESENT.fx(t,isl,resC,rd) +3767 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +3768 +3769 * No forward reserve sharing if reserve sharing is disabled +3770 RESERVESHARESENT.fx(t,isl,resC,rd) +3771 $ (reserveShareEnabled(t,resC)=0) = 0; +3772 +3773 * No reserve sharing to cover HVDC risk +3774 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +3775 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +3776 +3777 * (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled +3778 INZONE.fx(t,isl,resC,z) +3779 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +3780 +3781 * (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +3782 INZONE.fx(t,isl,resC,z) +3783 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +3784 +3785 * Fixing Lambda integer variable for energy sent +3786 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +3787 and (ord(bp) = 1) } = 1 ; +3788 +3789 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +3790 +3791 * To be reviewed NMIR +3792 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +3793 $ { (HVDCCapacity(t,isl) = 0) +3794 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +3795 +3796 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +3797 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +3798 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +3799 +3800 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +3801 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +3802 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3803 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +3804 $ (not reserveScarcityEnabled(t)) = 0; +3805 RESERVESHORTFALL.fx(t,isl,resC,riskC) +3806 $ (not reserveScarcityEnabled(t)) = 0; +3807 +3808 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +3809 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3810 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +3811 $ (not reserveScarcityEnabled(t)) = 0; +3812 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +3813 $ (not reserveScarcityEnabled(t)) = 0; +3814 +3815 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +3816 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3817 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +3818 $ (not reserveScarcityEnabled(t)) = 0; +3819 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +3820 $ (not reserveScarcityEnabled(t)) = 0; +3821 ; +3822 +3823 +3824 *======= RISK & RESERVE EQUATIONS END ========================================== +3825 +3826 +3827 * Updating the variable bounds before model solve end +3828 +3829 +3830 * 7d. Solve Models +3831 * Solve the LP model --------------------------------------------------------- +3832 if( (Sum[t, VSPDModel(t)] = 0), +3833 +3834 if( UseShareReserve, +3835 option bratio = 1 ; +3836 vSPD_NMIR.Optfile = 1 ; +3837 vSPD_NMIR.optcr = MIPOptimality ; +3838 vSPD_NMIR.reslim = MIPTimeLimit ; +3839 vSPD_NMIR.iterlim = MIPIterationLimit ; +3840 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3841 * Set the model solve status +3842 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3843 or (vSPD_NMIR.modelstat = 8) ) +3844 and ( vSPD_NMIR.solvestat = 1 ) } ; +3845 else +3846 option bratio = 1 ; +3847 vSPD.reslim = LPTimeLimit ; +3848 vSPD.iterlim = LPIterationLimit ; +3849 solve vSPD using lp maximizing NETBENEFIT ; +3850 * Set the model solve status +3851 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3852 ) +3853 +3854 * Post a progress message to the console and for use by EMI. +3855 if((ModelSolved = 1) and (sequentialSolve = 0), +3856 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 ' +3857 'is 1st solved successfully.'/ +3858 'Objective function value: ' +3859 NETBENEFIT.l:<15:4 / +3860 'Violation Cost : ' +3861 TOTALPENALTYCOST.l:<15:4 / +3862 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +3863 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 ' +3864 'is 1st solved unsuccessfully.'/ +3865 ) ; +3866 +3867 if((ModelSolved = 1) and (sequentialSolve = 1), +3868 loop(t, +3869 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ') ' +3870 'is 1st solved successfully.'/ +3871 'Objective function value: ' +3872 NETBENEFIT.l:<15:4 / +3873 'Violations cost : ' +3874 TOTALPENALTYCOST.l:<15:4 / +3875 ) ; +3876 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +3877 loop(t, +3878 unsolvedDT(t) = no; +3879 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ') ' +3880 'is 1st solved unsuccessfully.'/ +3881 ) ; +3882 +3883 ) ; +3884 * Solve the LP model end ----------------------------------------------------- +3885 +3886 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +3887 elseif (Sum[t, VSPDModel(t)] = 1), +3888 * Fix the values of these integer variables that are not needed +3889 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +3890 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +3891 +3892 * Fix the integer AC branch flow variable to zero for invalid branches +3893 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +3894 $ (not branch(t,br)) = 0 ; +3895 +3896 * Apply an upper bound on the integer weighting parameter +3897 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +3898 +3899 * Ensure that the weighting factor value is zero for AC branches +3900 * and for invalid loss segments on HVDC links +3901 LAMBDAINTEGER.fx(branch(t,br),bp) +3902 $ { ACbranch(branch) +3903 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +3904 } = 0 ; +3905 +3906 * Fix the lambda integer variable to zero for invalid branches +3907 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +3908 +3909 option bratio = 1 ; +3910 vSPD_BranchFlowMIP.Optfile = 1 ; +3911 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +3912 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +3913 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +3914 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +3915 * Set the model solve status +3916 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +3917 (vSPD_BranchFlowMIP.modelstat = 8) +3918 ] +3919 and +3920 [ vSPD_BranchFlowMIP.solvestat = 1 ] +3921 } ; +3922 +3923 * Post a progress message for use by EMI. +3924 if(ModelSolved = 1, +3925 +3926 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +3927 SOS1_solve(t) = yes; +3928 +3929 loop(t, +3930 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ') ' +3931 'is 1st solved successfully for branch integer.'/ +3932 'Objective function value: ' +3933 NETBENEFIT.l:<15:4 / +3934 'Violations cost : ' +3935 TOTALPENALTYCOST.l:<15:4 / +3936 ) ; +3937 else +3938 loop(t, +3939 unsolvedDT(t) = yes; +3940 VSPDModel(t) = 2; +3941 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ') ' +3942 'is 1st solved unsuccessfully for branch integer.'/ +3943 ) ; +3944 ) ; +3945 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +3946 +3947 +3948 +3949 * Solve the LP model and stop ------------------------------------------------ +3950 elseif (Sum[t, VSPDModel(t)] = 2), +3951 +3952 if( UseShareReserve, +3953 option bratio = 1 ; +3954 vSPD_NMIR.Optfile = 1 ; +3955 vSPD_NMIR.optcr = MIPOptimality ; +3956 vSPD_NMIR.reslim = MIPTimeLimit ; +3957 vSPD_NMIR.iterlim = MIPIterationLimit ; +3958 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3959 * Set the model solve status +3960 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3961 or (vSPD_NMIR.modelstat = 8) ) +3962 and ( vSPD_NMIR.solvestat = 1 ) } ; +3963 else +3964 option bratio = 1 ; +3965 vSPD.reslim = LPTimeLimit ; +3966 vSPD.iterlim = LPIterationLimit ; +3967 solve vSPD using lp maximizing NETBENEFIT ; +3968 * Set the model solve status +3969 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3970 ) +3971 +3972 * Post a progress message for use by EMI. +3973 if( ModelSolved = 1, +3974 loop(t, +3975 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ')' +3976 ' integer resolve was unsuccessful.' / +3977 'Reverting back to linear solve and ' +3978 'solve successfully. ' / +3979 'Objective function value: ' +3980 NETBENEFIT.l:<15:4 / +3981 'Violations cost : ' +3982 TOTALPENALTYCOST.l:<15:4 / +3983 'Solution may have circulating flows ' +3984 'and/or non-physical losses.' / +3985 ) ; +3986 else +3987 loop(t, +3988 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl +3989 ') integer solve was unsuccessful. ' +3990 'Reverting back to linear solve. ' +3991 'Linear solve unsuccessful.' / +3992 ) ; +3993 ) ; +3994 +3995 unsolvedDT(t) = no; +3996 +3997 * Solve the LP model and stop end -------------------------------------------- +3998 +3999 ) ; +4000 * Solve the models end +4001 +4002 +4003 +4004 * 6e. Check if the LP results are valid -------------------------------------- +4005 if((ModelSolved = 1), +4006 useBranchFlowMIP(t) = 0 ; +4007 * Check if there is no branch circular flow and non-physical losses +4008 Loop( t $ (VSPDModel(t)=0) , +4009 +4010 * Check if there are circulating branch flows on loss AC branches +4011 circularBranchFlowExist(ACbranch(t,br)) +4012 $ { LossBranch(ACbranch) and +4013 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4014 - abs(ACBRANCHFLOW.l(ACbranch)) +4015 ) > circularBranchFlowTolerance +4016 ] +4017 } = 1 ; +4018 +4019 * Determine the circular branch flow flag on each HVDC pole +4020 TotalHVDCpoleFlow(t,pole) +4021 = sum[ br $ HVDCpoleBranchMap(pole,br) +4022 , HVDCLINKFLOW.l(t,br) ] ; +4023 +4024 MaxHVDCpoleFlow(t,pole) +4025 = smax[ br $ HVDCpoleBranchMap(pole,br) +4026 , HVDCLINKFLOW.l(t,br) ] ; +4027 +4028 poleCircularBranchFlowExist(t,pole) +4029 $ { ( TotalHVDCpoleFlow(t,pole) +4030 - MaxHVDCpoleFlow(t,pole) +4031 ) > circularBranchFlowTolerance +4032 } = 1 ; +4033 +4034 * Check if there are circulating branch flows on HVDC +4035 NorthHVDC(t) +4036 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4037 busIsland(t,b,isl) and +4038 HVDClinkSendingBus(t,br,b) and +4039 HVDClink(t,br) +4040 }, HVDCLINKFLOW.l(t,br) +4041 ] ; +4042 +4043 SouthHVDC(t) +4044 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4045 busIsland(t,b,isl) and +4046 HVDClinkSendingBus(t,br,b) and +4047 HVDClink(t,br) +4048 }, HVDCLINKFLOW.l(t,br) +4049 ] ; +4050 +4051 circularBranchFlowExist(t,br) +4052 $ { HVDClink(t,br) and LossBranch(t,br) and +4053 (NorthHVDC(t) > circularBranchFlowTolerance) and +4054 (SouthHVDC(t) > circularBranchFlowTolerance) +4055 } = 1 ; +4056 +4057 * Check if there are non-physical losses on HVDC links +4058 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4059 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4060 and validLossSegment(t,br,los,fd) } +4061 = Min[ Max( 0, +4062 [ abs(HVDCLINKFLOW.l(HVDClink)) +4063 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4064 ] +4065 ), +4066 ( LossSegmentMW(HVDClink,los,fd) +4067 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4068 ) +4069 ] ; +4070 +4071 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4072 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4073 , LossSegmentFactor(HVDClink,los,fd) +4074 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4075 ] ; +4076 +4077 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4078 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4079 - ManualLossCalculation(HVDClink) +4080 ) > NonPhysicalLossTolerance +4081 } = 1 ; +4082 +4083 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4084 * and non-physical loss branches exceeds the specified tolerance +4085 useBranchFlowMIP(t) +4086 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4087 , resolveCircularBranchFlows +4088 * circularBranchFlowExist(t,br) +4089 ] +4090 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4091 , resolveCircularBranchFlows +4092 * circularBranchFlowExist(t,br) +4093 + resolveHVDCnonPhysicalLosses +4094 * NonPhysicalLossExist(t,br) +4095 ] +4096 + sum[ pole, resolveCircularBranchFlows +4097 * poleCircularBranchFlowExist(t,pole) +4098 ] +4099 ) > UseBranchFlowMIPTolerance +4100 } = 1 ; +4101 +4102 * Check if there is no branch circular flow and non-physical losses end +4103 ); +4104 +4105 * A period is unsolved if MILP model is required +4106 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4107 +4108 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4109 loop( unsolvedDT(t), +4110 if( UseBranchFlowMIP(t) >= 1, +4111 VSPDModel(t) = 1; +4112 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 requires a ' +4113 'vSPD_BranchFlowMIP resolve for period ' +4114 t.tl '. Switching Vectorisation OFF.'/ +4115 ) ; +4116 +4117 ) ; +4118 +4119 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4120 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4121 +4122 * Check if the LP results are valid end +4123 ) ; +4124 +4125 * End of the solve vSPD loop +4126 ] ; +4127 * End of the While loop +4128 ); +4129 +4130 +4131 * Real Time Pricing - Second RTD load calculation +4132 +4133 * Calculate Island-level MW losses used to calculate the Island-level load +4134 * forecast from the InputIPS and the IslandPSD. +4135 * 2nd solve loop --> SystemLosses as calculated in section 8.1' +4136 LoadCalcLosses(t,isl) +4137 = Sum[ (br,frB,toB) +4138 $ { ACbranch(t,br) and busIsland(t,toB,isl) +4139 and branchBusDefn(t,br,frB,toB) +4140 }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] +4141 + branchFixedLoss(t,br) +4142 ] +4143 +4144 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4145 branchBusDefn(t,br,frB,toB) and +4146 ( busIsland(t,toB,isl) or +4147 busIsland(t,frB,isl) +4148 ) +4149 }, 0.5 * branchFixedLoss(t,br) +4150 ] +4151 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4152 branchBusDefn(t,br,frB,toB) and +4153 busIsland(t,toB,isl) and +4154 (not (busIsland(t,frB,isl))) +4155 }, HVDCLINKLOSSES.l(t,br) +4156 ] +4157 ; +4158 +4159 * Check if vSPD LoadCalcLosses = SPD LoadCalcLosses +4160 * if not, let's just use SPD LoadCalcLosses +4161 loop ( (t,isl), +4162 if ( ( SPDLoadCalcLosses(t,isl) > 0 ) +4163 and ( abs( SPDLoadCalcLosses(t,isl)-LoadCalcLosses(t,isl) )>0.001 ) , +4164 +4165 putclose rep 'Recalulated losses for ' isl.tl ' are different ' +4166 'between vSPD (' LoadCalcLosses(t,isl):<7:4 +4167 ') and SPD (' SPDLoadCalcLosses(t,isl):<7:4 +4168 '). We use SPD number instead' / ; +4169 LoadCalcLosses(t,isl) = SPDLoadCalcLosses(t,isl) ; +4170 +4171 ); +4172 ); +4173 +4174 +4175 * Calculate first target total load [4.10.6.5] +4176 * Island-level MW load forecast. For the second loop: +4177 * replace LoadCalcLosses(tp,isl) = islandLosses(tp,isl); +4178 TargetTotalLoad(t,isl) = islandMWIPS(t,isl) +4179 + islandPDS(t,isl) +4180 - LoadCalcLosses(t,isl) ; +4181 +4182 * Flag if estimate load is scalable [4.10.6.7] +4183 * Binary value. If True then ConformingFactor load MW will be scaled in order to +4184 * calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +4185 * assigned directly to EstimatedInitialLoad +4186 EstLoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4187 and (ConformingFactor(t,n) > 0) } ; +4188 +4189 * Calculate estimate non-scalable load 4.10.6.8] +4190 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for a +4191 * conforming Pnode this will be the ConformingFactor MW input if that value is +4192 * negative, otherwise it will be zero +4193 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 1 ) = NonConformingLoad(t,n); +4194 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 0 ) = ConformingFactor(t,n); +4195 EstNonScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = 0; +4196 +4197 * Calculate estimate scalable load [4.10.6.10] +4198 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +4199 * this value will be the ConformingFactor if it is non-negative, otherwise this +4200 * value will be zero' +4201 EstScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = ConformingFactor(t,n); +4202 +4203 +4204 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +4205 * in order to calculate EstimatedInitialLoad +4206 EstScalingFactor(t,isl) +4207 = (islandMWIPS(t,isl) - LoadCalcLosses(t,isl) +4208 - Sum[ n $ nodeIsland(t,n,isl), EstNonScalableLoad(t,n) ] +4209 ) / Sum[ n $ nodeIsland(t,n,isl), EstScalableLoad(t,n) ] +4210 +4211 ; +4212 +4213 * Calculate estimate initial load [4.10.6.6] +4214 * Calculated estimate of initial MW load, available to be used as an +4215 * alternative to InputInitialLoad +4216 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) +4217 = ConformingFactor(t,n) * Sum[ isl $ nodeisland(t,n,isl) +4218 , EstScalingFactor(t,isl)] ; +4219 * TN- There is a bug in this equarion +4220 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 0 ) +4221 * = NonConformingLoad(t,n); +4222 = EstNonScalableLoad(t,n); +4223 +4224 * Calculate initial load [4.10.6.2] +4225 * Value that represents the Pnode load MW at the start of the solution +4226 * interval. Depending on the inputs this value will be either actual load, +4227 * an operator applied override or an estimated initial load +4228 InitialLoad(t,n) = InputInitialLoad(t,n); +4229 InitialLoad(t,n) $ { (LoadIsOverride(t,n) = 0) +4230 and ( (useActualLoad(t) = 0) +4231 or (LoadIsBad(t,n) = 1) ) +4232 } = EstimatedInitialLoad(t,n) ; +4233 +4234 * Flag if load is scalable [4.10.6.4] +4235 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +4236 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +4237 * assigned to RequiredLoad +4238 LoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4239 and (LoadIsOverride(t,n) = 0) +4240 and (InitialLoad(t,n) >= 0) } ; +4241 +4242 * Calculate Island-level scaling factor [4.10.6.3] +4243 * --> applied to InitialLoad in order to calculate RequiredLoad +4244 LoadScalingFactor(t,isl) +4245 = ( TargetTotalLoad(t,isl) +4246 - Sum[ n $ { nodeIsland(t,n,isl) +4247 and (LoadIsScalable(t,n) = 0) }, InitialLoad(t,n) ] +4248 ) / Sum[ n $ { nodeIsland(t,n,isl) +4249 and (LoadIsScalable(t,n) = 1) }, InitialLoad(t,n) ] +4250 ; +4251 +4252 * Calculate RequiredLoad [4.10.6.1] +4253 RequiredLoad(t,n) $ LoadIsScalable(t,n) +4254 = InitialLoad(t,n) * sum[ isl $ nodeisland(t,n,isl) +4255 , LoadScalingFactor(t,isl) ]; +4256 +4257 RequiredLoad(t,n) $ (LoadIsScalable(t,n) = 0) = InitialLoad(t,n); +4258 +4259 RequiredLoad(t,n) = RequiredLoad(t,n) +4260 + [instructedloadshed(t,n) $ instructedshedactive(t,n)] ; +4261 +4262 +4263 * Recalculate energy scarcity limits ------------------------------------------- +4264 ScarcityEnrgLimit(t,n,blk) = 0 ; +4265 +4266 ScarcityEnrgLimit(t,n,blk) $ energyScarcityEnabled(t) +4267 = scarcityEnrgNodeLimit(t,n,blk); +4268 +4269 ScarcityEnrgLimit(t,n,blk) +4270 $ { energyScarcityEnabled(t) +4271 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4272 and (RequiredLoad(t,n) > 0) +4273 } +4274 = scarcityEnrgNodeFactor(t,n,blk) * RequiredLoad(t,n); +4275 +4276 ScarcityEnrgLimit(t,n,blk) +4277 $ { energyScarcityEnabled(t) +4278 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4279 and (RequiredLoad(t,n) > 0) +4280 } +4281 = scarcityEnrgNationalFactor(t,blk) * RequiredLoad(t,n); +4282 *------------------------------------------------------------------------------- +4283 +4284 +4285 +4286 * Update Free Reserve and SharedNFRmax +4287 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.1.2) +4288 sharedNFRLoad(t,isl) +4289 = sum[ nodeIsland(t,n,isl), RequiredLoad(t,n)] +4290 + sum[ (bd,blk) $ bidIsland(t,bd,isl), DemBidMW(t,bd,blk) ] +4291 - sharedNFRLoadOffset(t,isl) ; +4292 +4293 sharedNFRMax(t,isl) = Min{ RMTReserveLimitTo(t,isl,'FIR'), +4294 sharedNFRFactor(t)*sharedNFRLoad(t,isl) } ; +4295 +4296 * Risk parameters +4297 FreeReserve(t,isl,resC,riskC) +4298 = riskParameter(t,isl,resC,riskC,'freeReserve') +4299 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +4300 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(t,isl1) +4301 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +4302 and (inputGDXGDate >= jdate(2016,10,20)) } +4303 ; +4304 +4305 * 6.5.2.3 Total shared NFR is capped by shared NFR max +4306 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4307 +4308 *); +4309 +4310 +4311 +4312 ) ; +4313 +4314 +4315 unsolvedDT(dt) = yes; +4316 VSPDModel(dt) = 0 ; +4317 option clear = useBranchFlowMIP ; +4318 +4319 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +4320 exitLoop = 0; +4321 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +4322 +4323 * 7a. Reset all sets, parameters and variables ------------------------------- +4324 option clear = t ; +4325 * Generation variables +4326 option clear = GENERATION ; +4327 option clear = GENERATIONBLOCK ; +4328 option clear = GENERATIONUPDELTA ; +4329 option clear = GENERATIONDNDELTA ; +4330 * Purchase variables +4331 option clear = PURCHASE ; +4332 option clear = PURCHASEBLOCK ; +4333 * Network variables +4334 option clear = ACNODENETINJECTION ; +4335 option clear = ACNODEANGLE ; +4336 option clear = ACBRANCHFLOW ; +4337 option clear = ACBRANCHFLOWDIRECTED ; +4338 option clear = ACBRANCHLOSSESDIRECTED ; +4339 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +4340 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +4341 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +4342 option clear = HVDCLINKFLOW ; +4343 option clear = HVDCLINKLOSSES ; +4344 option clear = LAMBDA ; +4345 option clear = LAMBDAINTEGER ; +4346 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +4347 option clear = HVDCPOLEFLOW_INTEGER ; +4348 * Risk/Reserve variables +4349 option clear = RISKOFFSET ; +4350 option clear = HVDCREC ; +4351 option clear = ISLANDRISK ; +4352 option clear = RESERVEBLOCK ; +4353 option clear = RESERVE ; +4354 option clear = ISLANDRESERVE; +4355 * NMIR variables +4356 option clear = SHAREDNFR ; +4357 option clear = SHAREDRESERVE ; +4358 option clear = HVDCSENT ; +4359 option clear = RESERVESHAREEFFECTIVE ; +4360 option clear = RESERVESHARERECEIVED ; +4361 option clear = RESERVESHARESENT ; +4362 option clear = HVDCSENDING ; +4363 option clear = INZONE ; +4364 option clear = HVDCSENTINSEGMENT ; +4365 option clear = HVDCRESERVESENT ; +4366 option clear = HVDCSENTLOSS ; +4367 option clear = HVDCRESERVELOSS ; +4368 option clear = LAMBDAHVDCENERGY ; +4369 option clear = LAMBDAHVDCRESERVE ; +4370 option clear = RESERVESHAREPENALTY ; +4371 * Objective +4372 option clear = NETBENEFIT ; +4373 * Violation variables +4374 option clear = TOTALPENALTYCOST ; +4375 option clear = DEFICITBUSGENERATION ; +4376 option clear = SURPLUSBUSGENERATION ; +4377 option clear = DEFICITRESERVE_CE ; +4378 option clear = DEFICITRESERVE_ECE ; +4379 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +4380 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +4381 option clear = DEFICITRAMPRATE ; +4382 option clear = SURPLUSRAMPRATE ; +4383 option clear = DEFICITBRANCHFLOW ; +4384 option clear = SURPLUSBRANCHFLOW ; +4385 option clear = DEFICITMNODECONSTRAINT ; +4386 option clear = SURPLUSMNODECONSTRAINT ; +4387 +4388 option clear = SCARCITYCOST; +4389 option clear = ENERGYSCARCITYBLK ; +4390 option clear = ENERGYSCARCITYNODE; +4391 +4392 option clear = RESERVESHORTFALLBLK; +4393 option clear = RESERVESHORTFALL; +4394 option clear = RESERVESHORTFALLUNITBLK; +4395 option clear = RESERVESHORTFALLUNIT; +4396 option clear = RESERVESHORTFALLGROUPBLK; +4397 option clear = RESERVESHORTFALLGROUP; +4398 +4399 * Clear the pole circular branch flow flag +4400 option clear = circularBranchFlowExist ; +4401 option clear = poleCircularBranchFlowExist ; +4402 option clear = northHVDC ; +4403 option clear = southHVDC ; +4404 option clear = manualBranchSegmentMWFlow ; +4405 option clear = manualLossCalculation ; +4406 option clear = nonPhysicalLossExist ; +4407 option clear = modelSolved ; +4408 option clear = LPmodelSolved ; +4409 * Disconnected bus post-processing +4410 option clear = busGeneration ; +4411 option clear = busLoad ; +4412 option clear = busDisconnected ; +4413 option clear = busPrice ; +4414 +4415 +4416 * End reset +4417 +4418 +4419 * 7b. Initialise current trade period and model data ------------------------- +4420 t(dt) $ sequentialSolve = yes; +4421 t(dt1) $ (not sequentialSolve) = yes; +4422 +4423 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +4424 generationStart(offer(t(dt),o)) +4425 $ (sum[ o1, generationStart(dt,o1)] = 0) +4426 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +4427 +4428 * Additional pre-processing on parameters end +4429 +4430 +4431 * 7c. Updating the variable bounds before model solve ------------------------ +4432 +4433 * TN - Pivot or Demand Analysis - revise input data +4436 * TN - Pivot or Demand Analysis - revise input data end +4437 +4438 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +4439 +4440 * Offer blocks - Constraint 6.1.1.1 +4441 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +4442 = EnrgOfrMW(genOfrBlk) ; +4443 +4444 GENERATIONBLOCK.fx(t,o,blk) +4445 $ (not genOfrBlk(t,o,blk)) = 0 ; +4446 +4447 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +4448 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +4449 +4450 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +4451 GENERATION.up(offer(t,o)) +4452 $ { windOffer(offer) and priceResponsive(offer) } +4453 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +4454 +4455 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +4456 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +4457 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +4458 +4459 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4460 = 0 $ [DemBidMW(t,bd,blk)>0]; +4461 +4462 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +4463 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) $ [DemBidMW(t,bd,blk)<0] = 0; +4464 +4465 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4466 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +4467 +4468 PURCHASEBLOCK.fx(t,bd,blk) +4469 $ (not demBidBlk(t,bd,blk)) +4470 = 0 ; +4471 +4472 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +4473 +4474 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +4475 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +4476 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +4477 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +4478 +4479 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +4480 +4481 +4482 *======= HVDC TRANSMISSION EQUATIONS =========================================== +4483 +4484 * Ensure that variables used to specify flow and losses on HVDC link are +4485 * zero for AC branches and for open HVDC links. +4486 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4487 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4488 +4489 * Apply an upper bound on the weighting parameter based on its definition +4490 LAMBDA.up(branch,bp) = 1 ; +4491 +4492 * Ensure that the weighting factor value is zero for AC branches and for +4493 * invalid loss segments on HVDC links +4494 LAMBDA.fx(HVDClink,bp) +4495 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +4496 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +4497 +4498 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +4499 +4500 +4501 *======= AC TRANSMISSION EQUATIONS ============================================= +4502 +4503 * Ensure that variables used to specify flow and losses on AC branches are +4504 * zero for HVDC links branches and for open AC branches +4505 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +4506 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4507 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4508 +4509 * Ensure directed block flow and loss block variables are zero for +4510 * non-AC branches and invalid loss segments on AC branches +4511 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +4512 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4513 +4514 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +4515 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4516 +4517 +4518 * Constraint 6.4.1.10 - Ensure that the bus voltage angle for the buses +4519 * corresponding to the reference nodes are set to zero +4520 ACNODEANGLE.fx(t,b) +4521 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +4522 +4523 *======= AC TRANSMISSION EQUATIONS END ========================================= +4524 +4525 +4526 *======= RISK & RESERVE EQUATIONS ============================================== +4527 +4528 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +4529 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +4530 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +4531 +4532 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +4533 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +4534 = ResOfrMW(resOfrBlk) ; +4535 +4536 * Fix the reserve variable for invalid reserve offers. These are offers that +4537 * are either not connected to the grid or have no reserve quantity offered. +4538 RESERVE.fx(t,o,resC,resT) +4539 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +4540 +4541 * NMIR project variables +4542 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4543 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4544 +4545 * Total shared NFR is capped by shared NFR max(6.5.2.3) +4546 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4547 +4548 * No forward reserve sharing if HVDC capacity is zero +4549 RESERVESHARESENT.fx(t,isl,resC,rd) +4550 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +4551 +4552 * No forward reserve sharing if reserve sharing is disabled +4553 RESERVESHARESENT.fx(t,isl,resC,rd) +4554 $ (reserveShareEnabled(t,resC)=0) = 0; +4555 +4556 * No reserve sharing to cover HVDC risk +4557 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +4558 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +4559 +4560 * (6.5.2.16) - SPD version 11 - no RP zone if reserve round power disabled +4561 INZONE.fx(t,isl,resC,z) +4562 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +4563 +4564 * (6.5.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +4565 INZONE.fx(t,isl,resC,z) +4566 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +4567 +4568 * Fixing Lambda integer variable for energy sent +4569 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +4570 and (ord(bp) = 1) } = 1 ; +4571 +4572 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +4573 +4574 * To be reviewed NMIR +4575 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +4576 $ { (HVDCCapacity(t,isl) = 0) +4577 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +4578 +4579 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +4580 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +4581 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +4582 +4583 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +4584 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +4585 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4586 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +4587 $ (not reserveScarcityEnabled(t)) = 0; +4588 RESERVESHORTFALL.fx(t,isl,resC,riskC) +4589 $ (not reserveScarcityEnabled(t)) = 0; +4590 +4591 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +4592 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4593 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +4594 $ (not reserveScarcityEnabled(t)) = 0; +4595 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +4596 $ (not reserveScarcityEnabled(t)) = 0; +4597 +4598 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +4599 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4600 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +4601 $ (not reserveScarcityEnabled(t)) = 0; +4602 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +4603 $ (not reserveScarcityEnabled(t)) = 0; +4604 ; +4605 +4606 +4607 *======= RISK & RESERVE EQUATIONS END ========================================== +4608 +4609 +4610 * Updating the variable bounds before model solve end +4611 +4612 +4613 * 7d. Solve Models +4614 +4615 * Solve the LP model --------------------------------------------------------- +4616 if( (Sum[t, VSPDModel(t)] = 0), +4617 +4618 if( UseShareReserve, +4619 option bratio = 1 ; +4620 vSPD_NMIR.Optfile = 1 ; +4621 vSPD_NMIR.optcr = MIPOptimality ; +4622 vSPD_NMIR.reslim = MIPTimeLimit ; +4623 vSPD_NMIR.iterlim = MIPIterationLimit ; +4624 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4625 * Set the model solve status +4626 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4627 or (vSPD_NMIR.modelstat = 8) ) +4628 and ( vSPD_NMIR.solvestat = 1 ) } ; +4629 else +4630 option bratio = 1 ; +4631 vSPD.reslim = LPTimeLimit ; +4632 vSPD.iterlim = LPIterationLimit ; +4633 solve vSPD using lp maximizing NETBENEFIT ; +4634 * Set the model solve status +4635 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4636 ) +4637 +4638 * Post a progress message to the console and for use by EMI. +4639 if((ModelSolved = 1) and (sequentialSolve = 0), +4640 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 ' +4641 'is solved successfully.'/ +4642 'Objective function value: ' +4643 NETBENEFIT.l:<15:4 / +4644 'Violation Cost : ' +4645 TOTALPENALTYCOST.l:<15:4 / +4646 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +4647 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 ' +4648 'is solved unsuccessfully.'/ +4649 ) ; +4650 +4651 if((ModelSolved = 1) and (sequentialSolve = 1), +4652 loop(t, +4653 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ') ' +4654 'is solved successfully.'/ +4655 'Objective function value: ' +4656 NETBENEFIT.l:<15:4 / +4657 'Violations cost : ' +4658 TOTALPENALTYCOST.l:<15:4 / +4659 ) ; +4660 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +4661 loop(t, +4662 unsolvedDT(t) = no; +4663 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ') ' +4664 'is solved unsuccessfully.'/ +4665 ) ; +4666 +4667 ) ; +4668 * Solve the LP model end ----------------------------------------------------- +4669 +4670 +4671 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +4672 elseif (Sum[t, VSPDModel(t)] = 1), +4673 * Fix the values of these integer variables that are not needed +4674 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +4675 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +4676 +4677 * Fix the integer AC branch flow variable to zero for invalid branches +4678 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +4679 $ (not branch(t,br)) = 0 ; +4680 +4681 * Apply an upper bound on the integer weighting parameter +4682 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +4683 +4684 * Ensure that the weighting factor value is zero for AC branches +4685 * and for invalid loss segments on HVDC links +4686 LAMBDAINTEGER.fx(branch(t,br),bp) +4687 $ { ACbranch(branch) +4688 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +4689 } = 0 ; +4690 +4691 * Fix the lambda integer variable to zero for invalid branches +4692 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +4693 +4694 option bratio = 1 ; +4695 vSPD_BranchFlowMIP.Optfile = 1 ; +4696 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +4697 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +4698 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +4699 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +4700 * Set the model solve status +4701 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +4702 (vSPD_BranchFlowMIP.modelstat = 8) +4703 ] +4704 and +4705 [ vSPD_BranchFlowMIP.solvestat = 1 ] +4706 } ; +4707 +4708 * Post a progress message for use by EMI. +4709 if(ModelSolved = 1, +4710 +4711 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +4712 SOS1_solve(t) = yes; +4713 +4714 loop(t, +4715 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ') ' +4716 'is solved successfully for branch integer.'/ +4717 'Objective function value: ' +4718 NETBENEFIT.l:<15:4 / +4719 'Violations cost : ' +4720 TOTALPENALTYCOST.l:<15:4 / +4721 ) ; +4722 else +4723 loop(t, +4724 unsolvedDT(t) = yes; +4725 VSPDModel(t) = 2; +4726 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ') ' +4727 'is solved unsuccessfully for branch integer.'/ +4728 ) ; +4729 ) ; +4730 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +4731 +4732 +4733 * Solve the LP model and stop ------------------------------------------------ +4734 elseif (Sum[t, VSPDModel(t)] = 2), +4735 +4736 if( UseShareReserve, +4737 option bratio = 1 ; +4738 vSPD_NMIR.Optfile = 1 ; +4739 vSPD_NMIR.optcr = MIPOptimality ; +4740 vSPD_NMIR.reslim = MIPTimeLimit ; +4741 vSPD_NMIR.iterlim = MIPIterationLimit ; +4742 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4743 * Set the model solve status +4744 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4745 or (vSPD_NMIR.modelstat = 8) ) +4746 and ( vSPD_NMIR.solvestat = 1 ) } ; +4747 else +4748 option bratio = 1 ; +4749 vSPD.reslim = LPTimeLimit ; +4750 vSPD.iterlim = LPIterationLimit ; +4751 solve vSPD using lp maximizing NETBENEFIT ; +4752 * Set the model solve status +4753 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4754 ) +4755 +4756 * Post a progress message for use by EMI. +4757 if( ModelSolved = 1, +4758 loop(t, +4759 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl ')' +4760 ' integer resolve was unsuccessful.' / +4761 'Reverting back to linear solve and ' +4762 'solve successfully. ' / +4763 'Objective function value: ' +4764 NETBENEFIT.l:<15:4 / +4765 'Violations cost : ' +4766 TOTALPENALTYCOST.l:<15:4 / +4767 'Solution may have circulating flows ' +4768 'and/or non-physical losses.' / +4769 ) ; +4770 else +4771 loop(t, +4772 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 (' t.tl +4773 ') integer solve was unsuccessful. ' +4774 'Reverting back to linear solve. ' +4775 'Linear solve unsuccessful.' / +4776 ) ; +4777 ) ; +4778 +4779 unsolvedDT(t) = no; +4780 +4781 * Solve the LP model and stop end -------------------------------------------- +4782 +4783 ) ; +4784 * Solve the models end +4785 +4786 +4787 +4788 * 6e. Check if the LP results are valid -------------------------------------- +4789 if((ModelSolved = 1), +4790 useBranchFlowMIP(t) = 0 ; +4791 * Check if there is no branch circular flow and non-physical losses +4792 Loop( t $ (VSPDModel(t)=0) , +4793 +4794 * Check if there are circulating branch flows on loss AC branches +4795 circularBranchFlowExist(ACbranch(t,br)) +4796 $ { LossBranch(ACbranch) and +4797 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4798 - abs(ACBRANCHFLOW.l(ACbranch)) +4799 ) > circularBranchFlowTolerance +4800 ] +4801 } = 1 ; +4802 +4803 * Determine the circular branch flow flag on each HVDC pole +4804 TotalHVDCpoleFlow(t,pole) +4805 = sum[ br $ HVDCpoleBranchMap(pole,br) +4806 , HVDCLINKFLOW.l(t,br) ] ; +4807 +4808 MaxHVDCpoleFlow(t,pole) +4809 = smax[ br $ HVDCpoleBranchMap(pole,br) +4810 , HVDCLINKFLOW.l(t,br) ] ; +4811 +4812 poleCircularBranchFlowExist(t,pole) +4813 $ { ( TotalHVDCpoleFlow(t,pole) +4814 - MaxHVDCpoleFlow(t,pole) +4815 ) > circularBranchFlowTolerance +4816 } = 1 ; +4817 +4818 * Check if there are circulating branch flows on HVDC +4819 NorthHVDC(t) +4820 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4821 busIsland(t,b,isl) and +4822 HVDClinkSendingBus(t,br,b) and +4823 HVDClink(t,br) +4824 }, HVDCLINKFLOW.l(t,br) +4825 ] ; +4826 +4827 SouthHVDC(t) +4828 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4829 busIsland(t,b,isl) and +4830 HVDClinkSendingBus(t,br,b) and +4831 HVDClink(t,br) +4832 }, HVDCLINKFLOW.l(t,br) +4833 ] ; +4834 +4835 circularBranchFlowExist(t,br) +4836 $ { HVDClink(t,br) and LossBranch(t,br) and +4837 (NorthHVDC(t) > circularBranchFlowTolerance) and +4838 (SouthHVDC(t) > circularBranchFlowTolerance) +4839 } = 1 ; +4840 +4841 * Check if there are non-physical losses on HVDC links +4842 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4843 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4844 and validLossSegment(t,br,los,fd) } +4845 = Min[ Max( 0, +4846 [ abs(HVDCLINKFLOW.l(HVDClink)) +4847 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4848 ] +4849 ), +4850 ( LossSegmentMW(HVDClink,los,fd) +4851 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4852 ) +4853 ] ; +4854 +4855 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4856 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4857 , LossSegmentFactor(HVDClink,los,fd) +4858 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4859 ] ; +4860 +4861 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4862 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4863 - ManualLossCalculation(HVDClink) +4864 ) > NonPhysicalLossTolerance +4865 } = 1 ; +4866 +4867 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4868 * and non-physical loss branches exceeds the specified tolerance +4869 useBranchFlowMIP(t) +4870 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4871 , resolveCircularBranchFlows +4872 * circularBranchFlowExist(t,br) +4873 ] +4874 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4875 , resolveCircularBranchFlows +4876 * circularBranchFlowExist(t,br) +4877 + resolveHVDCnonPhysicalLosses +4878 * NonPhysicalLossExist(t,br) +4879 ] +4880 + sum[ pole, resolveCircularBranchFlows +4881 * poleCircularBranchFlowExist(t,pole) +4882 ] +4883 ) > UseBranchFlowMIPTolerance +4884 } = 1 ; +4885 +4886 * Check if there is no branch circular flow and non-physical losses end +4887 ); +4888 +4889 * A period is unsolved if MILP model is required +4890 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4891 +4892 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4893 loop( unsolvedDT(t), +4894 if( UseBranchFlowMIP(t) >= 1, +4895 VSPDModel(t) = 1; +4896 putclose rep 'The case: RTDP_202209021535_22012022090335962_20220902153406 requires a ' +4897 'vSPD_BranchFlowMIP resolve for period ' +4898 t.tl '. Switching Vectorisation OFF.'/ +4899 ) ; +4900 +4901 ) ; +4902 +4903 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4904 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4905 +4906 * Check if the LP results are valid end +4907 ) ; +4908 +4909 +4910 +4911 * 6f. Check for disconnected nodes and adjust prices accordingly ------------- +4912 +4913 * See Rule Change Proposal August 2008 - Disconnected nodes available at +4914 * www.systemoperator.co.nz/reports-papers + Disconnected nodes are defined as follows: + Pre-MSP: Have no generation or load, are disconnected from the network + and has a price = CVP. + Post-MSP: Indication to SPD whether a bus is dead or not. + Dead buses are not processed by the SPD solved + Disconnected nodes' prices set by the post-process with the following rules: + Scenario A/B/D: Price for buses in live electrical island determined + by the solved + Scenario C/F/G/H/I: Buses in the dead electrical island with: + a. Null/zero load: Marked as disconnected with $0 price. + b. Positive load: Price = CVP for deficit generation + c. Negative load: Price = -CVP for surplus generation + Scenario E: Price for bus in live electrical island with zero load needs to + be adjusted since actually is disconnected. + + The Post-MSP implementation imply a mapping of a bus to an electrical island + and an indication of whether this electrical island is live of dead. + The correction of the prices is performed by SPD. +4935 +4936 busGeneration(bus(t,b)) +4937 = sum[ (o,n) $ { offerNode(t,o,n) and NodeBus(t,n,b) } +4938 , NodeBusAllocationFactor(t,n,b) * GENERATION.l(t,o) +4939 ] ; +4940 +4941 busLoad(bus(t,b)) +4942 = sum[ NodeBus(t,n,b) +4943 , NodeBusAllocationFactor(t,n,b) * RequiredLoad(t,n) +4944 ] ; +4945 +4946 busPrice(bus(t,b)) = ACnodeNetInjectionDefinition2.m(t,b) ; +4947 +4948 if((disconnectedNodePriceCorrection = 1), +4949 * Post-MSP cases +4950 * Scenario C/F/G/H/I: +4951 busDisconnected(bus(t,b)) $ { (busLoad(bus) = 0) +4952 and (busElectricalIsland(bus) = 0) +4953 } = 1 ; +4954 * Scenario E: +4955 busDisconnected(bus(t,b)) +4956 $ { ( sum[ b1 $ { busElectricalIsland(t,b1) +4957 = busElectricalIsland(bus) } +4958 , busLoad(t,b1) ] = 0 +4959 ) and +4960 ( busElectricalIsland(bus) > 0 ) +4961 } = 1 ; +4962 * Set prices at dead buses with non-zero load +4963 busPrice(bus(t,b)) $ { (busLoad(bus) > 0) and +4964 (busElectricalIsland(bus)= 0) +4965 } = DeficitBusGenerationPenalty ; +4966 +4967 busPrice(bus(t,b)) $ { (busLoad(bus) < 0) and +4968 (busElectricalIsland(bus)= 0) +4969 } = -SurplusBusGenerationPenalty ; +4970 +4971 * Set price at identified disconnected buses to 0 +4972 busPrice(bus)$busDisconnected(bus) = 0 ; +4973 ) ; +4974 +4975 * End Check for disconnected nodes and adjust prices accordingly +4976 +4977 * TN - Replacing invalid prices after SOS1 +4978 * 6f0. Replacing invalid prices after SOS1 (7.1.3)---------------------------- +4979 if ( SOS1_solve(dt), +4980 busSOSinvalid(dt,b) +4981 = 1 $ { [ ( busPrice(dt,b) = 0 ) +4982 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +4983 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +4984 ] +4985 and bus(dt,b) +4986 and [ not busDisconnected(dt,b) ] +4987 and [ busLoad(dt,b) = busGeneration(dt,b) ] +4988 and [ sum[(br,fd) +4989 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4990 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +4991 ] = 0 +4992 ] +4993 and [ sum[ br +4994 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4995 , 1 +4996 ] > 0 +4997 ] +4998 }; +4999 numberofbusSOSinvalid(dt) = 2*sum[b, busSOSinvalid(dt,b)]; +5000 While ( sum[b, busSOSinvalid(dt,b)] < numberofbusSOSinvalid(dt) , +5001 numberofbusSOSinvalid(dt) = sum[b, busSOSinvalid(dt,b)]; +5002 busPrice(dt,b) +5003 $ { busSOSinvalid(dt,b) +5004 and ( sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5005 and sum[ br $ { branch(dt,br) +5006 and BranchBusConnect(dt,br,b) +5007 and BranchBusConnect(dt,br,b1) +5008 }, 1 +5009 ] +5010 }, 1 +5011 ] > 0 +5012 ) +5013 } +5014 = sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5015 and sum[ br $ { branch(dt,br) +5016 and BranchBusConnect(dt,br,b) +5017 and BranchBusConnect(dt,br,b1) +5018 }, 1 ] +5019 }, busPrice(dt,b1) +5020 ] +5021 / sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5022 and sum[ br $ { branch(dt,br) +5023 and BranchBusConnect(dt,br,b) +5024 and BranchBusConnect(dt,br,b1) +5025 }, 1 ] +5026 }, 1 +5027 ]; +5028 +5029 busSOSinvalid(dt,b) +5030 = 1 $ { [ ( busPrice(dt,b) = 0 ) +5031 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +5032 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +5033 ] +5034 and bus(dt,b) +5035 and [ not busDisconnected(dt,b) ] +5036 and [ busLoad(dt,b) = busGeneration(dt,b) ] +5037 and [ sum[(br,fd) +5038 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5039 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +5040 ] = 0 +5041 ] +5042 and [ sum[ br +5043 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5044 , 1 +5045 ] > 0 +5046 ] +5047 }; +5048 ); +5049 ); +5050 * End Replacing invalid prices after SOS1 (7.1.3) ---------------------------- +5051 +5052 +5053 * 6g. Collect and store results of solved periods into output parameters ----- +5054 * Note: all the price relating outputs such as costs and revenues are calculated in section 7.b +5055 +5058 * Normal vSPD run - write results out for for reporting +5059 Loop t $ (not unsolvedDT(t)) do +5060 * Reporting at trading period start +5061 * Node level output +5062 o_nodeGeneration_TP(t,n) $ Node(t,n) +5063 = sum[ o $ offerNode(t,o,n), GENERATION.l(t,o) ] ; +5064 +5065 o_nodeLoad_TP(t,n) $ Node(t,n) +5066 = RequiredLoad(t,n) +5067 + Sum[ bd $ bidNode(t,bd,n), PURCHASE.l(t,bd) ]; +5068 +5069 o_nodePrice_TP(t,n) $ Node(t,n) +5070 = sum[ b $ NodeBus(t,n,b) +5071 , NodeBusAllocationFactor(t,n,b) * busPrice(t,b) +5072 ] ; +5073 +5074 if { runPriceTransfer(t) +5075 and ( (studyMode = 101) or (studyMode = 201) or (studyMode = 130)) +5076 } then +5077 o_nodeDead_TP(t,n) +5078 = 1 $ ( sum[b $ {NodeBus(t,n,b) and (not busDisconnected(t,b)) +5079 }, NodeBusAllocationFactor(t,n,b) ] = 0 ) ; +5080 +5081 o_nodeDeadPriceFrom_TP(t,n,n1) +5082 = 1 $ {o_nodeDead_TP(t,n) and node2node(t,n,n1)}; +5083 +5084 o_nodeDeadPrice_TP(t,n) $ o_nodeDead_TP(t,n) = 1; +5085 +5086 While sum[ n $ o_nodeDead_TP(t,n), o_nodeDeadPrice_TP(t,n) ] do +5087 o_nodePrice_TP(t,n) +5088 $ { o_nodeDead_TP(t,n) and o_nodeDeadPrice_TP(t,n) } +5089 = sum[n1 $ o_nodeDeadPriceFrom_TP(t,n,n1) +5090 , o_nodePrice_TP(t,n1) ] ; +5091 +5092 o_nodeDeadPrice_TP(t,n) +5093 = 1 $ sum[n1 $ o_nodeDead_TP(t,n1) +5094 , o_nodeDeadPriceFrom_TP(t,n,n1) ]; +5095 +5096 o_nodeDeadPriceFrom_TP(t,n,n2) $ o_nodeDeadPrice_TP(t,n) +5097 = 1 $ { sum[ n1 $ { node2node(t,n1,n2) +5098 and o_nodeDeadPriceFrom_TP(t,n,n1) }, 1 ] +5099 } ; +5100 +5101 o_nodeDeadPriceFrom_TP(t,n,n1) $ o_nodeDead_TP(t,n1) = 0 ; +5102 +5103 endwhile +5104 endif; +5105 +5106 * Offer output +5107 o_offerEnergy_TP(t,o) $ offer(t,o) = GENERATION.l(t,o) ; +5108 +5109 o_offerRes_TP(t,o,resC) $ offer(t,o) +5110 = sum[ resT, RESERVE.l(t,o,resC,resT) ] ; +5111 +5112 o_offerFIR_TP(t,o) $ offer(t,o) +5113 = sum[ resC $ (ord(resC) = 1),o_offerRes_TP(t,o,resC) ] ; +5114 +5115 o_offerSIR_TP(t,o) $ offer(t,o) +5116 = sum[ resC $ (ord(resC) = 2),o_offerRes_TP(t,o,resC) ] ; +5117 +5118 * Risk group output +5119 o_groupEnergy_TP(t,rg,GenRisk) +5120 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerEnergy_TP(t,o) ]; +5121 +5122 o_groupFKband_TP(t,rg,GenRisk) +5123 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), FKBand(t,o) ]; +5124 +5125 o_groupRes_TP(t,rg,resC,GenRisk) +5126 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerRes_TP(t,o,resC)]; +5127 +5128 * Bus level output +5129 o_busGeneration_TP(t,b) $ bus(t,b) = busGeneration(t,b) ; +5130 +5131 o_busLoad_TP(t,b) $ bus(t,b) +5132 = busLoad(t,b) +5133 + Sum[ (bd,n) $ { bidNode(t,bd,n) and NodeBus(t,n,b) } +5134 , PURCHASE.l(t,bd) ]; +5135 +5136 o_busPrice_TP(t,b) $ bus(t,b) = busPrice(t,b) ; +5137 +5138 o_busDeficit_TP(t,b) $ bus(t,b) +5139 = DEFICITBUSGENERATION.l(t,b) +5140 + sum[n, NodeBusAllocationFactor(t,n,b)*ENERGYSCARCITYNODE.l(t,n)]; +5141 +5142 o_busSurplus_TP(t,b)$bus(t,b) = SURPLUSBUSGENERATION.l(t,b) ; +5143 +5144 * Node level output +5145 +5146 totalBusAllocation(t,b) $ bus(t,b) +5147 = sum[ n $ Node(t,n), NodeBusAllocationFactor(t,n,b)]; +5148 +5149 busNodeAllocationFactor(t,b,n) $ (totalBusAllocation(t,b) > 0) +5150 = NodeBusAllocationFactor(t,n,b) / totalBusAllocation(t,b) ; +5151 +5152 * TN - post processing unmapped generation deficit buses start + The following code is added post-process generation deficit bus that is not + mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a + deficit is detected at a bus that does not map directly to a pnode, SPD creates + a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a + pnode. The price at the deficit bus is assigned directly to the pnode, + overwriting any weighted price that post-processing originally calculated for + the pnode. This is based on email from Nic Deller + on 25 Feb 2015. + The code is modified again on 16 Feb 2016 to avoid infinite loop when there are + many generation deficit buses. + This code is used to post-process generation deficit bus that is not mapped to +5166 unmappedDeficitBus(t,b) $ o_busDeficit_TP(t,b) +5167 = yes $ (Sum[ n, busNodeAllocationFactor(t,b,n)] = 0); +5168 +5169 changedDeficitBus(t,b) = no; +5170 +5171 If Sum[b $ unmappedDeficitBus(t,b), 1] then +5172 +5173 temp_busDeficit_TP(t,b) = o_busDeficit_TP(t,b); +5174 +5175 Loop b $ unmappedDeficitBus(t,b) do +5176 o_busDeficit_TP(t,b1) +5177 $ { Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5178 and ( branchBusDefn(t,br,b1,b) +5179 or branchBusDefn(t,br,b,b1) ) +5180 }, 1 ] +5181 } = o_busDeficit_TP(t,b1) + o_busDeficit_TP(t,b) ; +5182 +5183 changedDeficitBus(t,b1) +5184 $ Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5185 and ( branchBusDefn(t,br,b1,b) +5186 or branchBusDefn(t,br,b,b1) ) +5187 }, 1 ] = yes; +5188 +5189 unmappedDeficitBus(t,b) = no; +5190 changedDeficitBus(t,b) = no; +5191 o_busDeficit_TP(t,b) = 0; +5192 EndLoop; +5193 +5194 Loop n $ sum[ b $ changedDeficitBus(t,b) +5195 , busNodeAllocationFactor(t,b,n)] do +5196 o_nodePrice_TP(t,n) = deficitBusGenerationPenalty ; +5197 o_nodeDeficit_TP(t,n) = sum[ b $ busNodeAllocationFactor(t,b,n), +5198 busNodeAllocationFactor(t,b,n) +5199 * o_busDeficit_TP(t,b) ] ; +5200 EndLoop; +5201 +5202 o_busDeficit_TP(t,b) = temp_busDeficit_TP(t,b); +5203 Endif; +5204 * TN - post processing unmapped generation deficit buses end +5205 +5206 o_nodeDeficit_TP(t,n) $ Node(t,n) +5207 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5208 * DEFICITBUSGENERATION.l(t,b) ] ; +5209 +5210 o_nodeSurplus_TP(t,n) $ Node(t,n) +5211 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5212 * SURPLUSBUSGENERATION.l(t,b) ] ; +5213 +5214 * branch output +5215 o_branchFlow_TP(t,br) $ ACbranch(t,br) = ACBRANCHFLOW.l(t,br); +5216 +5217 o_branchFlow_TP(t,br) $ HVDClink(t,br) = HVDCLINKFLOW.l(t,br); +5218 +5219 o_branchDynamicLoss_TP(t,br) $ ACbranch(t,br) +5220 = sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] ; +5221 +5222 o_branchDynamicLoss_TP(t,br) $ HVDClink(t,br) +5223 = HVDCLINKLOSSES.l(t,br) ; +5224 +5225 o_branchFixedLoss_TP(t,br) $ branch(t,br) +5226 = branchFixedLoss(t,br) ; +5227 +5228 o_branchTotalLoss_TP(t,br) $ branch(t,br) +5229 = o_branchDynamicLoss_TP(t,br) + o_branchFixedLoss_TP(t,br) ; +5230 +5231 o_branchMarginalPrice_TP(t,br) $ ACbranch(t,br) +5232 = sum[ fd, ACbranchMaximumFlow.m(t,br,fd) ] ; +5233 +5234 o_branchMarginalPrice_TP(t,br) $ HVDClink(t,br) +5235 = HVDClinkMaximumFlow.m(t,br) ; +5236 +5237 o_branchCapacity_TP(t,br) $ branch(t,br) +5238 = sum[ fd $ ( ord(fd) = 1 ) +5239 , branchCapacity(t,br,fd) +5240 ] $ { o_branchFlow_TP(t,br) >= 0 } +5241 + sum[ fd $ ( ord(fd) = 2 ) +5242 , branchCapacity(t,br,fd) +5243 ] $ { o_branchFlow_TP(t,br) < 0 } ; +5244 +5245 * bid output +5246 o_bidEnergy_TP(t,bd) $ bid(t,bd) = PURCHASE.l(t,bd) ; +5247 +5248 o_bidTotalMW_TP(t,bd) $ bid(t,bd) +5249 = sum[ blk, DemBidMW(t,bd,blk) ] ; +5250 +5251 * Violation reporting based on the CE and ECE +5252 o_ResViolation_TP(t,isl,resC) +5253 = DEFICITRESERVE_CE.l(t,isl,resC) +5254 + DEFICITRESERVE_ECE.l(t,isl,resC) ; +5255 +5256 o_FIRviolation_TP(t,isl) +5257 = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(t,isl,resC) ] ; +5258 +5259 o_SIRviolation_TP(t,isl) +5260 = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(t,isl,resC) ] ; +5261 +5262 * Risk marginal prices and shortfall outputs +5263 o_GenRiskPrice_TP(t,isl,o,resC,GenRisk) +5264 = -GenIslandRiskCalculation_1.m(t,isl,o,resC,GenRisk) ; +5265 +5266 o_GenRiskShortfall_TP(t,isl,o,resC,GenRisk) +5267 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,GenRisk) ; +5268 +5269 o_HVDCSecRiskPrice_TP(t,isl,o,resC,HVDCSecRisk) +5270 = -HVDCIslandSecRiskCalculation_GEN_1.m(t,isl,o,resC,HVDCSecRisk) ; +5271 +5272 o_HVDCSecRiskShortfall_TP(t,isl,o,resC,HVDCSecRisk) +5273 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,HVDCSecRisk) ; +5274 +5275 o_GenRiskGroupPrice_TP(t,isl,rg,resC,GenRisk) +5276 = -GenIslandRiskGroupCalculation_1.m(t,isl,rg,resC,GenRisk) ; +5277 +5278 o_GenRiskGroupShortfall_TP(t,isl,rg,resC,GenRisk) +5279 = RESERVESHORTFALLGROUP.l(t,isl,rg,resC,GenRisk) ; +5280 +5281 o_HVDCRiskPrice_TP(t,isl,resC,HVDCrisk) +5282 = -HVDCIslandRiskCalculation.m(t,isl,resC,HVDCrisk); +5283 +5284 o_HVDCRiskShortfall_TP(t,isl,resC,HVDCrisk) +5285 = RESERVESHORTFALL.l(t,isl,resC,HVDCrisk); +5286 +5287 +5288 o_ManualRiskPrice_TP(t,isl,resC,ManualRisk) +5289 = -ManualIslandRiskCalculation.m(t,isl,resC,ManualRisk) ; +5290 +5291 o_ManualRiskShortfall_TP(t,isl,resC,ManualRisk) +5292 = RESERVESHORTFALL.l(t,isl,resC,ManualRisk) ; +5293 +5294 o_HVDCSecManualRiskPrice_TP(t,isl,resC,HVDCSecRisk) +5295 = -HVDCIslandSecRiskCalculation_Manu_1.m(t,isl,resC,HVDCSecRisk); +5296 +5297 o_HVDCSecManualRiskShortfall_TP(t,isl,resC,HVDCSecRisk) +5298 = RESERVESHORTFALL.l(t,isl,resC,HVDCSecRisk) ; +5299 +5300 * Security constraint data +5301 +5302 o_brConstraintSense_TP(t,brCstr) $ branchConstraint(t,brCstr) +5303 = branchConstraintSense(t,brCstr) ; +5304 +5305 o_brConstraintLHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5306 = [ branchSecurityConstraintLE.l(t,brCstr) +5307 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5308 +5309 o_brConstraintRHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5310 = branchConstraintLimit(t,brCstr) ; +5311 +5312 o_brConstraintPrice_TP(t,brCstr) $ branchConstraint(t,brCstr) +5313 = [ branchSecurityConstraintLE.m(t,brCstr) +5314 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5315 +5316 * Mnode constraint data +5317 o_MnodeConstraintSense_TP(t,MnodeCstr) +5318 $ MnodeConstraint(t,MnodeCstr) +5319 = MnodeConstraintSense(t,MnodeCstr) ; +5320 +5321 o_MnodeConstraintLHS_TP(t,MnodeCstr) +5322 $ MnodeConstraint(t,MnodeCstr) +5323 = [ MnodeSecurityConstraintLE.l(t,MnodeCstr) +5324 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5325 + [ MnodeSecurityConstraintGE.l(t,MnodeCstr) +5326 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5327 + [ MnodeSecurityConstraintEQ.l(t,MnodeCstr) +5328 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5329 +5330 o_MnodeConstraintRHS_TP(t,MnodeCstr) +5331 $ MnodeConstraint(t,MnodeCstr) +5332 = MnodeConstraintLimit(t,MnodeCstr) ; +5333 +5334 o_MnodeConstraintPrice_TP(t,MnodeCstr) +5335 $ MnodeConstraint(t,MnodeCstr) +5336 = [ MnodeSecurityConstraintLE.m(t,MnodeCstr) +5337 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5338 + [ MnodeSecurityConstraintGE.m(t,MnodeCstr) +5339 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5340 + [ MnodeSecurityConstraintEQ.m(t,MnodeCstr) +5341 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5342 +5343 * Island output +5344 o_ResPrice_TP(t,isl,resC)= IslandReserveCalculation.m(t,isl,resC); +5345 +5346 o_FIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 1) +5347 , o_ResPrice_TP(t,isl,resC) ]; +5348 +5349 o_SIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 2) +5350 , o_ResPrice_TP(t,isl,resC) ]; +5351 +5352 o_islandGen_TP(t,isl) +5353 = sum[ b $ busIsland(t,b,isl), busGeneration(t,b) ] ; +5354 +5355 o_islandClrBid_TP(t,isl) +5356 = sum[ bd $ bidIsland(t,bd,isl), PURCHASE.l(t,bd) ] ; +5357 +5358 o_islandLoad_TP(t,isl) +5359 = sum[ b $ busIsland(t,b,isl), busLoad(t,b) ] +5360 + o_islandClrBid_TP(t,isl) ; +5361 +5362 o_ResCleared_TP(t,isl,resC) = ISLANDRESERVE.l(t,isl,resC); +5363 +5364 o_FirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 1) +5365 , o_ResCleared_TP(t,isl,resC) ]; +5366 +5367 o_SirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 2) +5368 , o_ResCleared_TP(t,isl,resC) ]; +5369 +5370 o_islandBranchLoss_TP(t,isl) +5371 = sum[ (br,frB,toB) +5372 $ { ACbranch(t,br) and busIsland(t,toB,isl) +5373 and branchBusDefn(t,br,frB,toB) +5374 }, o_branchTotalLoss_TP(t,br) ] ; +5375 +5376 o_HVDCflow_TP(t,isl) +5377 = sum[ (br,frB,toB) +5378 $ { HVDClink(t,br) and busIsland(t,frB,isl) +5379 and branchBusDefn(t,br,frB,toB) +5380 }, o_branchFlow_TP(t,br) ] ; +5381 +5382 +5383 o_HVDCpoleFixedLoss_TP(t,isl) +5384 = sum[ (br,frB,toB) $ { HVDClink(t,br) and +5385 branchBusDefn(t,br,frB,toB) and +5386 ( busIsland(t,toB,isl) or +5387 busIsland(t,frB,isl) +5388 ) +5389 }, 0.5 * o_branchFixedLoss_TP(t,br) +5390 ] ; +5391 +5392 o_HVDCloss_TP(t,isl) +5393 = o_HVDCpoleFixedLoss_TP(t,isl) +5394 + sum[ (br,frB,toB) $ { HVDClink(t,br) and +5395 branchBusDefn(t,br,frB,toB) and +5396 busIsland(t,toB,isl) and +5397 (not (busIsland(t,frB,isl))) +5398 }, o_branchDynamicLoss_TP(t,br) +5399 ] ; +5400 +5401 o_HVDCreceived(t,isl) = HVDCREC.l(t,isl); +5402 +5403 o_HVDCRiskSubtractor(t,isl,resC,HVDCrisk) +5404 = RISKOFFSET.l(t,isl,resC,HVDCrisk) ; +5405 +5406 * TN - The code below is added for NMIR project ================================ +5407 o_EffectiveRes_TP(t,isl,resC,riskC) $ reserveShareEnabled(t,resC) +5408 = RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ; +5409 +5410 If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(t,resC)] then +5411 +5412 o_FirSent_TP(t,isl) +5413 = Sum[ (rd,resC) $ (ord(resC) = 1) +5414 , RESERVESHARESENT.l(t,isl,resC,rd)]; +5415 +5416 o_FirReceived_TP(t,isl) +5417 = Sum[ (rd,resC) $ (ord(resC) = 1) +5418 , RESERVESHARERECEIVED.l(t,isl,resC,rd) ]; +5419 +5420 o_FirEffectiveCE_TP(t,isl) +5421 = Smax[ (resC,riskC) +5422 $ { (ord(resC) = 1) and ContingentEvents(riskC) } +5423 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5424 +5425 o_FirEffectiveECE_TP(t,isl) +5426 = Smax[ (resC,riskC) +5427 $ { (ord(resC) = 1) and ExtendedContingentEvent(riskC) } +5428 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5429 +5430 o_FirEffReport_TP(t,isl) +5431 = Smax[ (resC,riskC) $ (ord(resC)=1) +5432 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5433 +5434 Endif; +5435 +5436 If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(t,resC)] then +5437 +5438 o_SirSent_TP(t,isl) +5439 = Sum[ (rd,resC) $ (ord(resC) = 2), +5440 RESERVESHARESENT.l(t,isl,resC,rd) ]; +5441 +5442 o_SirReceived_TP(t,isl) +5443 = Sum[ (fd,resC) $ (ord(resC) = 2), +5444 RESERVESHARERECEIVED.l(t,isl,resC,fd) ]; +5445 +5446 o_SirEffectiveCE_TP(t,isl) +5447 = Smax[ (resC,riskC) +5448 $ { (ord(resC) = 2) and ContingentEvents(riskC) } +5449 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5450 +5451 o_SirEffectiveECE_TP(t,isl) +5452 = Smax[ (resC,riskC) +5453 $ { (ord(resC) = 2) and ExtendedContingentEvent(riskC) } +5454 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5455 +5456 o_SirEffReport_TP(t,isl) +5457 = Smax[ (resC,riskC) $ (ord(resC)=2) +5458 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5459 Endif; +5460 +5461 o_TotalIslandReserve(t,isl,resC,riskC) +5462 = o_ResCleared_TP(t,isl,resC) + o_EffectiveRes_TP(t,isl,resC,riskC); +5463 +5464 +5465 * TN - The code for NMIR project end =========================================== +5466 +5467 * Additional output for audit reporting +5468 o_ACbusAngle(t,b) = ACNODEANGLE.l(t,b) ; +5469 +5470 * Check if there are non-physical losses on AC branches +5471 ManualBranchSegmentMWFlow(LossBranch(ACbranch(t,br)),los,fd) +5472 $ { ( ord(los) <= branchLossBlocks(ACbranch) ) +5473 and validLossSegment(ACbranch,los,fd) +5474 and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) +5475 } +5476 = Min[ Max( 0, +5477 [ abs(o_branchFlow_TP(t,br)) +5478 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5479 ] +5480 ), +5481 ( LossSegmentMW(ACbranch,los,fd) +5482 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5483 ) +5484 ] ; +5485 +5486 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +5487 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +5488 and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) +5489 } +5490 = Min[ Max( 0, +5491 [ abs(o_branchFlow_TP(t,br)) +5492 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5493 ] +5494 ), +5495 ( LossSegmentMW(HVDClink,los,fd) +5496 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5497 ) +5498 ] ; +5499 +5500 ManualLossCalculation(LossBranch(branch(t,br))) +5501 = sum[ (los,fd), LossSegmentFactor(branch,los,fd) +5502 * ManualBranchSegmentMWFlow(branch,los,fd) ] ; +5503 +5504 o_nonPhysicalLoss(t,br) = o_branchDynamicLoss_TP(t,br) +5505 - ManualLossCalculation(t,br) ; +5506 +5507 o_lossSegmentBreakPoint(t,br,los) +5508 = sum [ fd $ { validLossSegment(t,br,los,fd) +5509 and (ord(fd) = 1) +5510 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5511 + sum [ fd $ { validLossSegment(t,br,los,fd) +5512 and (ord(fd) = 2) +5513 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5514 ; +5515 +5516 o_lossSegmentFactor(t,br,los) +5517 = sum [ fd $ { validLossSegment(t,br,los,fd) +5518 and (ord(fd) = 1) +5519 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5520 + sum [ fd $ { validLossSegment(t,br,los,fd) +5521 and (ord(fd) = 2) +5522 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5523 ; +5524 +5525 o_PLRO_FIR_TP(t,o) $ offer(t,o) +5526 = sum[(resC,PLRO) $ (ord(resC)=1) +5527 , RESERVE.l(t,o,resC,PLRO) ] ; +5528 +5529 o_PLRO_SIR_TP(t,o) $ offer(t,o) +5530 = sum[(resC,PLRO) $ (ord(resC)=2) +5531 , RESERVE.l(t,o,resC,PLRO)] ; +5532 +5533 o_TWRO_FIR_TP(t,o) $ offer(t,o) +5534 = sum[(resC,TWRO) $ (ord(resC)=1) +5535 , RESERVE.l(t,o,resC,TWRO)] ; +5536 +5537 o_TWRO_SIR_TP(t,o) $ offer(t,o) +5538 = sum[(resC,TWRO) $ (ord(resC)=2) +5539 , RESERVE.l(t,o,resC,TWRO)] ; +5540 +5541 o_ILRO_FIR_TP(t,o) $ offer(t,o) +5542 = sum[ (resC,ILRO) $ (ord(resC)=1) +5543 , RESERVE.l(t,o,resC,ILRO)] ; +5544 +5545 o_ILRO_SIR_TP(t,o) $ offer(t,o) +5546 = sum[ (resC,ILRO) $ (ord(resC)=2) +5547 , RESERVE.l(t,o,resC,ILRO)] ; +5548 +5549 o_ILbus_FIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5550 offerNode(t,o,n) +5551 }, o_ILRO_FIR_TP(t,o) ] ; +5552 +5553 o_ILbus_SIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5554 offerNode(t,o,n) +5555 }, o_ILRO_SIR_TP(t,o) ] ; +5556 +5557 o_generationRiskLevel(t,isl,o,resC,GenRisk) +5558 = GENISLANDRISK.l(t,isl,o,resC,GenRisk) +5559 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5560 ; +5561 +5562 o_HVDCriskLevel(t,isl,resC,HVDCrisk) +5563 = ISLANDRISK.l(t,isl,resC,HVDCrisk) ; +5564 +5565 o_manuRiskLevel(t,isl,resC,ManualRisk) +5566 = ISLANDRISK.l(t,isl,resC,ManualRisk) +5567 + RESERVESHAREEFFECTIVE.l(t,isl,resC,ManualRisk) +5568 ; +5569 +5570 o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) +5571 = HVDCGENISLANDRISK.l(t,isl,o,resC,HVDCsecRisk) ; +5572 +5573 o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) +5574 = HVDCMANISLANDRISK.l(t,isl,resC,HVDCsecRisk); +5575 +5576 o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) +5577 $ islandRiskGroup(t,isl,rg,GenRisk) +5578 = GENISLANDRISKGROUP.l(t,isl,rg,resC,GenRisk) +5579 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5580 ; +5581 +5582 * FIR and SIR required based on calculations of the island risk to +5583 * overcome reporting issues of the risk setter under degenerate +5584 * conditions when reserve price = 0 - See below +5585 +5586 o_ReserveReqd_TP(t,isl,resC) +5587 = Max[ 0, +5588 smax[(o,GenRisk) , o_generationRiskLevel(t,isl,o,resC,GenRisk)], +5589 smax[ HVDCrisk , o_HVDCriskLevel(t,isl,resC,HVDCrisk) ] , +5590 smax[ ManualRisk , o_manuRiskLevel(t,isl,resC,ManualRisk) ] , +5591 smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) ] , +5592 smax[ HVDCsecRisk , o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) ] , +5593 smax[ (rg,GenRisk) , o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) ] +5594 ] ; +5595 +5596 o_FIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(t,isl,resC) ] ; +5597 o_SIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(t,isl,resC) ] ; +5598 +5599 * Summary reporting by trading period +5600 o_solveOK_TP(t) = ModelSolved ; +5601 +5602 o_systemCost_TP(t) = SYSTEMCOST.l(t) ; +5603 +5604 o_systemBenefit_TP(t) = SYSTEMBENEFIT.l(t) ; +5605 +5606 o_penaltyCost_TP(t) = SYSTEMPENALTYCOST.l(t) ; +5607 +5608 o_ofv_TP(t) = o_systemBenefit_TP(t) +5609 - o_systemCost_TP(t) +5610 - o_penaltyCost_TP(t); +5611 +5612 +5613 * Separete violation reporting at trade period level +5614 o_defGenViolation_TP(t) = sum[ b, o_busDeficit_TP(t,b) ] ; +5615 +5616 o_surpGenViolation_TP(t) = sum[ b, o_busSurplus_TP(t,b) ] ; +5617 +5618 o_surpBranchFlow_TP(t) +5619 = sum[ br$branch(t,br), SURPLUSBRANCHFLOW.l(t,br) ] ; +5620 +5621 o_defRampRate_TP(t) +5622 = sum[ o $ offer(t,o), DEFICITRAMPRATE.l(t,o) ] ; +5623 +5624 o_surpRampRate_TP(t) +5625 = sum[ o $ offer(t,o), SURPLUSRAMPRATE.l(t,o) ] ; +5626 +5627 o_surpBranchGroupConst_TP(t) +5628 = sum[ brCstr $ branchConstraint(t,brCstr) +5629 , SURPLUSBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5630 +5631 o_defBranchGroupConst_TP(t) +5632 = sum[ brCstr $ branchConstraint(t,brCstr) +5633 , DEFICITBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5634 +5635 o_defMnodeConst_TP(t) +5636 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5637 , DEFICITMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5638 +5639 o_surpMnodeConst_TP(t) +5640 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5641 , SURPLUSMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5642 +5643 o_defResv_TP(t) +5644 = sum[ (isl,resC) , o_ResViolation_TP(t,isl,resC) ] ; +5645 +5646 * Reporting at trading period end +5647 EndLoop; +5649 +5651 +5652 * End of the solve vSPD loop +5653 ] ; +5654 * End of the While loop +5655 ); +5656 +5657 +5658 * Summary reports - only applied for normal and audit vSPD run. +5660 +5661 * System level +5662 +5663 +5664 * Offer level - This does not include revenue from wind generators for +5665 * final pricing because the wind generation is netted off against load +5666 * at the particular bus for the final pricing solves +5667 +5669 +5670 +5671 * 8b. Calculating price-relating outputs -------------------------------------- +5672 +5674 loop (dt, +5675 +5676 * branch output update +5677 o_branchFromBusPrice_TP(dt,br) $ branch(dt,br) +5678 = sum[ b $ branchFrBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5679 +5680 o_branchToBusPrice_TP(dt,br) $ branch(dt,br) +5681 = sum[ b $ branchToBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5682 +5683 o_branchTotalRentals_TP(dt,br) +5684 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) >= 0) } +5685 = (intervalDuration/60) +5686 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5687 - o_branchToBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5688 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5689 ] ; +5690 +5691 o_branchTotalRentals_TP(dt,br) +5692 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) < 0) } +5693 = (intervalDuration/60) +5694 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5695 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5696 - o_branchFromBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5697 ] ; +5698 +5699 * Island output +5700 o_islandRefPrice_TP(dt,isl) +5701 = sum[ n $ { refNode(dt,n) +5702 and nodeIsland(dt,n,isl) } , o_nodePrice_TP(dt,n) ] ; +5703 ) ; +5704 +5706 * Calculating price-relating outputs end ------------------------------------- +5707 +5708 *===================================================================================== +5709 * 9. Write results to CSV report files and GDX files +5710 *===================================================================================== +5711 * TN - Pivot analysis end +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms +5713 *===================================================================================== +5714 * Name: vSPDreport.gms +5715 * Function: Creates the detailed reports for normal SPD mode +5716 * Developed by: Tuong Nguyen - Electricity Authority, New Zealand +5717 * Source: https://github.com/ElectricityAuthority/vSPD +5718 * https://www.emi.ea.govt.nz/Tools/vSPD +5719 * Contact: Forum: https://www.emi.ea.govt.nz/forum/ +5720 * Email: emi@ea.govt.nz +5721 * Last modified on: 1 Oct 2019 +5722 * +5723 *===================================================================================== +5724 +5725 * Normal vSPD run output +5726 *===================================================================================== +5727 * Writing data in to CSV result files +5728 *===================================================================================== +5729 +5730 * Trading period level report +5732 +5733 * Trading period summary result +5734 File +5735 SummaryResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv" / ; +5736 SummaryResults_TP.pc = 5 ; SummaryResults_TP.lw = 0 ; +5737 SummaryResults_TP.pw = 9999 ; SummaryResults_TP.ap = 1 ; +5738 SummaryResults_TP.nd = 5 ; SummaryResults_TP.nw = 20 ; +5739 put SummaryResults_TP ; +5740 loop( (dt,rundt), +5741 put dt.tl,rundt.tl, o_solveOK_TP(dt), o_ofv_TP(dt) +5742 o_systemCost_TP(dt), o_systemBenefit_TP(dt) +5743 o_penaltyCost_TP(dt), o_DefGenViolation_TP(dt) +5744 o_SurpGenViolation_TP(dt),o_DefResv_TP(dt),o_SurpBranchFlow_TP(dt) +5745 o_DefRampRate_TP(dt), o_SurpRampRate_TP(dt) +5746 o_DefBranchGroupConst_TP(dt), o_SurpBranchGroupConst_TP(dt) +5747 o_DefMnodeConst_TP(dt), o_SurpMnodeConst_TP(dt) / ; +5748 ) ; +5749 +5750 * Trading period island result +5751 File IslandResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv"/; +5752 IslandResults_TP.pc = 5 ; IslandResults_TP.lw = 0 ; +5753 IslandResults_TP.pw = 9999 ; IslandResults_TP.ap = 1 ; +5754 IslandResults_TP.nd = 5 ; +5755 put IslandResults_TP ; +5756 loop( (dt,rundt,isl), +5757 put dt.tl,rundt.tl, isl.tl, o_islandGen_TP(dt,isl), o_islandLoad_TP(dt,isl) +5758 o_islandClrBid_TP(dt,isl), o_islandBranchLoss_TP(dt,isl) +5759 o_HVDCFlow_TP(dt,isl), o_HVDCLoss_TP(dt,isl) +5760 o_islandRefPrice_TP(dt,isl), o_FIRReqd_TP(dt,isl) +5761 o_SIRReqd_TP(dt,isl), o_FIRPrice_TP(dt,isl)o_SIRPrice_TP(dt,isl) +5762 * NIRM output +5763 o_FirCleared_TP(dt,isl), o_SirCleared_TP(dt,isl) +5764 o_FirSent_TP(dt,isl), o_SirSent_TP(dt,isl) +5765 o_FirReceived_TP(dt,isl), o_SirReceived_TP(dt,isl) +5766 o_FirEffectiveCE_TP(dt,isl), o_SirEffectiveCE_TP(dt,isl) +5767 o_FirEffectiveECE_TP(dt,isl), o_SirEffectiveECE_TP(dt,isl) +5768 *NIRM output end +5769 / ; +5770 ) ; +5771 +5772 +5773 * Trading period bus result +5774 File BusResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BusResults_TP.csv" / ; +5775 BusResults_TP.pc = 5 ; +5776 BusResults_TP.lw = 0 ; +5777 BusResults_TP.pw = 9999 ; +5778 BusResults_TP.ap = 1 ; +5779 BusResults_TP.nd = 3 +5780 put BusResults_TP ; +5781 loop( (dt,rundt,b) $ bus(dt,b), +5782 put dt.tl,rundt.tl, b.tl, o_busGeneration_TP(dt,b), o_busLoad_TP(dt,b) +5783 o_busPrice_TP(dt,b), o_busDeficit_TP(dt,b), o_busSurplus_TP(dt,b) / ; +5784 ) ; +5785 +5786 * Trading period node result +5787 File NodeResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv" / ; +5788 NodeResults_TP.pc = 5 ; +5789 NodeResults_TP.lw = 0 ; +5790 NodeResults_TP.pw = 9999 ; +5791 NodeResults_TP.ap = 1 ; +5792 NodeResults_TP.nd = 4 ; +5793 put NodeResults_TP ; +5794 loop( (dt,rundt,n) $ node(dt,n), +5795 put dt.tl,rundt.tl, n.tl, o_nodeGeneration_TP(dt,n), o_nodeLoad_TP(dt,n) +5796 o_nodePrice_TP(dt,n), o_nodeDeficit_TP(dt,n), o_nodeSurplus_TP(dt,n) / ; +5797 ) ; +5798 +5799 * Trading period offer result +5800 File OfferResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv"/ ; +5801 OfferResults_TP.pc = 5 ; OfferResults_TP.lw = 0 ; +5802 OfferResults_TP.pw = 9999 ; OfferResults_TP.ap = 1 ; +5803 OfferResults_TP.nd = 4 ; +5804 put OfferResults_TP ; +5805 loop( (dt,rundt,o,trdr) $ { offer(dt,o) and OfferTrader(dt,o,trdr) }, +5806 put dt.tl, rundt.tl, o.tl, trdr.tl +5807 o_offerEnergy_TP(dt,o), o_offerFIR_TP(dt,o), o_offerSIR_TP(dt,o) / ; +5808 ) ; +5809 +5810 * Trading period bid result +5811 File BidResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BidResults_TP.csv" / ; +5812 BidResults_TP.pc = 5 ; BidResults_TP.lw = 0 ; +5813 BidResults_TP.pw = 9999 ; BidResults_TP.ap = 1 ; +5814 BidResults_TP.nd = 4 ; +5815 put BidResults_TP ; +5816 loop( (dt,rundt,bd,trdr) $ { bid(dt,bd) and BidTrader(dt,bd,trdr) }, +5817 put dt.tl,rundt.tl, bd.tl, trdr.tl +5818 o_bidTotalMW_TP(dt,bd), o_bidEnergy_TP(dt,bd) / ; +5819 ) ; +5820 +5821 * Trading period reserve result +5822 File +5823 ReserveResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv" / ; +5824 ReserveResults_TP.pc = 5 ; ReserveResults_TP.lw = 0 ; +5825 ReserveResults_TP.pw = 9999 ; ReserveResults_TP.ap = 1 ; +5826 ReserveResults_TP.nd = 3 ; +5827 put ReserveResults_TP ; +5828 loop( (dt,rundt,isl), +5829 put dt.tl,rundt.tl, isl.tl, o_FIRReqd_TP(dt,isl), o_SIRReqd_TP(dt,isl) +5830 o_FIRPrice_TP(dt,isl), o_SIRPrice_TP(dt,isl) +5831 o_FIRViolation_TP(dt,isl), o_SIRViolation_TP(dt,isl) / ; +5832 ) ; +5833 +5834 +5835 * Trading period risk result +5836 File riskResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv" /; +5837 riskResults_TP.pc = 5; riskResults_TP.lw = 0; +5838 riskResults_TP.pw = 9999; riskResults_TP.ap = 1 ; +5839 riskResults_TP.nd = 4 ; +5840 put riskResults_TP ; +5841 loop( (dt,rundt,isl,o,resC,GenRisk) +5842 $ (o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) <> 0), +5843 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5844 if (ContingentEvents(GenRisk), +5845 put 'CE', 'GEN' ; +5846 else +5847 put 'ECE','GEN' ; +5848 ); +5849 +5850 put o.tl, o_offerEnergy_TP(dt,o), o_offerRes_TP(dt,o,resC), FKband(dt,o) +5851 FreeReserve(dt,isl,resC,GenRisk) +5852 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5853 o_GenRiskShortfall_TP(dt,isl,o,resC,GenRisk) +5854 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5855 o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) / ; +5856 ); +5857 +5858 loop( (dt,rundt,isl,resC,HVDCRisk) +5859 $ (o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) <> 0), +5860 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5861 if (ContingentEvents(HVDCRisk), +5862 put 'CE', 'HVDC', 'HVDC'; +5863 else +5864 put 'ECE','HVDC', 'HVDC'; +5865 ); +5866 put o_HVDCreceived(dt,isl), 0, modulationRiskClass(dt,HVDCrisk) +5867 o_HVDCRiskSubtractor(dt,isl,resC,HVDCrisk) +5868 o_TotalIslandReserve(dt,isl,resC,HVDCrisk) +5869 o_HVDCRiskShortfall_TP(dt,isl,resC,HVDCrisk) +5870 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5871 o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) / ; +5872 ); +5873 +5874 loop( (dt,rundt,isl,resC,ManualRisk) +5875 $ (o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) <> 0), +5876 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5877 if (ContingentEvents(ManualRisk), +5878 put 'CE', 'MANUAL', 'MANUAL'; +5879 else +5880 put 'ECE','MANUAL', 'MANUAL'; +5881 ); +5882 put IslandMinimumRisk(dt,isl,resC,ManualRisk) , 0, 0 +5883 FreeReserve(dt,isl,resC,ManualRisk) +5884 o_TotalIslandReserve(dt,isl,resC,ManualRisk) +5885 o_ManualRiskShortfall_TP(dt,isl,resC,ManualRisk) +5886 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5887 o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) / ; +5888 ); +5889 +5890 loop( (dt,rundt,isl,rg,resC,GenRisk) +5891 $ (o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) <> 0), +5892 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5893 if (ContingentEvents(GenRisk), +5894 put 'CE', 'RISKGROUP'; +5895 else +5896 put 'ECE','RISKGROUP'; +5897 ); +5898 put rg.tl, o_groupEnergy_TP(dt,rg,GenRisk),o_groupRes_TP(dt,rg,resC,GenRisk) +5899 o_groupFKband_TP(dt,rg,GenRisk), FreeReserve(dt,isl,resC,GenRisk) +5900 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5901 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,GenRisk) +5902 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5903 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) / ; +5904 ); +5905 +5906 * Trading period branch result +5907 File +5908 BranchResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv" / ; +5909 BranchResults_TP.pc = 5 ; BranchResults_TP.lw = 0 ; +5910 BranchResults_TP.pw = 9999 ; BranchResults_TP.ap = 1 ; +5911 BranchResults_TP.nd = 5 ; +5912 put BranchResults_TP ; +5913 loop( (dt,rundt,br,frB,toB) $ branchDefn(dt,br,frB,toB), +5914 put dt.tl, rundt.tl, br.tl, frB.tl, toB.tl, o_branchFlow_TP(dt,br) +5915 o_branchCapacity_TP(dt,br), o_branchDynamicLoss_TP(dt,br) +5916 o_branchFixedLoss_TP(dt,br), o_branchFromBusPrice_TP(dt,br) +5917 o_branchToBusPrice_TP(dt,br), o_branchMarginalPrice_TP(dt,br) +5918 o_branchTotalRentals_TP(dt,br) / ; +5919 ) ; +5920 +5921 +5922 * Trading period branch constraint result +5923 File BrCstrResults_TP +5924 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv" / ; +5925 BrCstrResults_TP.pc = 5 ; BrCstrResults_TP.lw = 0 ; +5926 BrCstrResults_TP.pw = 9999 ; BrCstrResults_TP.ap = 1 ; +5927 BrCstrResults_TP.nd = 5 ; +5928 put BrCstrResults_TP ; +5929 loop( (dt,rundt,brCstr) $ branchConstraint(dt,brCstr), +5930 put dt.tl,rundt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) +5931 o_brConstraintSense_TP(dt,brCstr), o_brConstraintRHS_TP(dt,brCstr) +5932 o_brConstraintPrice_TP(dt,brCstr) / ; +5933 ) ; +5934 +5935 +5936 * Trading period market node constraint result +5937 File MnodeCstrResults_TP +5938 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv" / ; +5939 MnodeCstrResults_TP.pc = 5 ; MnodeCstrResults_TP.lw = 0 ; +5940 MnodeCstrResults_TP.pw = 9999 ; MnodeCstrResults_TP.ap = 1 ; +5941 MnodeCstrResults_TP.nd = 5 ; +5942 put MnodeCstrResults_TP ; +5943 loop( (dt,rundt,MnodeCstr) $ MnodeConstraint(dt,MnodeCstr), +5944 put dt.tl,rundt.tl, MnodeCstr.tl, o_MnodeConstraintLHS_TP(dt,MnodeCstr) +5945 o_MnodeConstraintSense_TP(dt,MnodeCstr) +5946 o_MnodeConstraintRHS_TP(dt,MnodeCstr) +5947 o_MnodeConstraintPrice_TP(dt,MnodeCstr) / ; +5948 ) ; +5949 +5951 *=============================================================================== +5952 +5953 +5954 +5955 *=============================================================================== +5956 * Audit mode reporting process +5957 *=============================================================================== +5959 *=============================================================================== +5960 *execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; +5961 +5962 +5963 +5964 +5966 +5967 +5968 * Post a progress message for use by EMI. +5969 putclose rep 'Case: RTDP_202209021535_22012022090335962_20220902153406 is complete in ',timeExec,'(secs)'/ ; +5970 putclose rep 'Case: RTDP_202209021535_22012022090335962_20220902153406 is finished in ',timeElapsed,'(secs)'/ ; +5971 +5972 * Go to the next input file +5974 +5975 * Post a progress message for use by EMI. +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 4 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Include File Summary + + + SEQ GLOBAL TYPE PARENT LOCAL FILENAME + + 1 1 INPUT 0 0 C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms + 2 2107 INCLUDE 1 40 .C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc + 3 2160 INCLUDE 1 41 .C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc + 4 2410 IF EXIST 1 290 C:\vSPD\ElectricityAuthority\Input\RTDP_202209021535_22012022090335962_20220902153406.gdx + 5 2414 GDXIN 1 294 C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx + 6 2419 GDXIN 1 299 C:\vSPD\ElectricityAuthority\Input\RTDP_202209021535_22012022090335962_20220902153406.gdx + 7 2565 IF EXIST 1 445 C:\vSPD\ElectricityAuthority\Override\.gdx + 8 3480 INCLUDE 1 1360 .C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms + 9 5712 INCLUDE 1 2776 .C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms + 10 5731 IF EXIST 9 19 .C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv + 11 5976 IF EXIST 1 2788 C:\vSPD\ElectricityAuthority\Input\RTDP_202209021535_22012022090335962_20220902153406.gdx + + +COMPILATION TIME = 0.016 SECONDS 4 MB 36.2.0 r433180e WEX-WEI +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 5 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 3840 + + +LOOPS FOR/WHILE 1 + dt 02-SEP-2022 15:35 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,619 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,728 +NON ZERO ELEMENTS 109,471 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.062 SECONDS 30 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-SEP-2022 15:35 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 6 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 3840 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 3840 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 84346686.2850 + + RESOURCE USAGE, LIMIT 0.922 3600.000 + ITERATION COUNT, LIMIT 6909 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.14 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.82 Mb (peak 16.25 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.46 Mb (peak 10.02 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.59sec (det. 694.16 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.23sec (det. 287.49 ticks) + + +Proven optimal solution +MIP Solution: 84346686.285022 (6909 iterations, 5 nodes) +Final Solve: 84346686.285022 (3948 iterations) + +Best possible: 84346686.285022 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 7 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_BranchFlowMIP Using MIP From line 3914 + + +LOOPS FOR/WHILE 2 + dt 02-SEP-2022 15:35 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 92 SINGLE EQUATIONS 35,024 +BLOCKS OF VARIABLES 71 SINGLE VARIABLES 58,338 +NON ZERO ELEMENTS 115,887 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.125 SECONDS 34 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 2 + dt 02-SEP-2022 15:35 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 8 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_BranchFlowMIP Using MIP From line 3914 + + + S O L V E S U M M A R Y + + MODEL vSPD_BranchFlowMIP OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 3914 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 74234329.3473 + + RESOURCE USAGE, LIMIT 1.062 3600.000 + ITERATION COUNT, LIMIT 7302 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.46 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 16.27 Mb (peak 16.72 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.51 Mb (peak 10.50 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.80sec (det. 926.01 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.19sec (det. 147.83 ticks) + + +Proven optimal solution +MIP Solution: 74234329.347332 (7302 iterations, 13 nodes) +Final Solve: 74234329.347332 (2120 iterations) + +Best possible: 74234329.347332 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED + 3 PROJECTED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 9 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-SEP-2022 15:35 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,619 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,728 +NON ZERO ELEMENTS 109,471 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.140 SECONDS 34 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-SEP-2022 15:35 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 10 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 84294627.5590 + + RESOURCE USAGE, LIMIT 0.938 3600.000 + ITERATION COUNT, LIMIT 7271 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.14 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.82 Mb (peak 16.25 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.46 Mb (peak 10.02 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.62sec (det. 772.12 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.23sec (det. 313.75 ticks) + + +Proven optimal solution +MIP Solution: 84294627.558953 (7271 iterations, 9 nodes) +Final Solve: 84294627.558953 (4182 iterations) + +Best possible: 84294627.558953 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 11 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_BranchFlowMIP Using MIP From line 4699 + + +LOOPS FOR/WHILE 2 + dt 02-SEP-2022 15:35 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 92 SINGLE EQUATIONS 35,024 +BLOCKS OF VARIABLES 71 SINGLE VARIABLES 58,338 +NON ZERO ELEMENTS 115,887 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.157 SECONDS 34 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 2 + dt 02-SEP-2022 15:35 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 12 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_BranchFlowMIP Using MIP From line 4699 + + + S O L V E S U M M A R Y + + MODEL vSPD_BranchFlowMIP OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4699 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 74179289.8818 + + RESOURCE USAGE, LIMIT 0.985 3600.000 + ITERATION COUNT, LIMIT 6890 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.46 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 16.27 Mb (peak 16.72 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.51 Mb (peak 10.50 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.72sec (det. 928.32 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.16sec (det. 143.16 ticks) + + +Proven optimal solution +MIP Solution: 74179289.881778 (6890 iterations, 16 nodes) +Final Solve: 74179289.881778 (2152 iterations) + +Best possible: 74179289.881778 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED + 1 PROJECTED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:34 Page 13 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +E x e c u t i o n + + +**** REPORT FILE SUMMARY + +rep C:\vSPD\ElectricityAuthority\Programs\ProgressReport.txt +temp C:\vSPD\ElectricityAuthority\Programs\temp.put +SummaryResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv +IslandResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv +BusResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv +NodeResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv +OfferResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv +ReserveResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv +riskResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv +BranchResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv +BrCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv +MnodeCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv + + +EXECUTION TIME = 5.500 SECONDS 37 MB 36.2.0 r433180e WEX-WEI + + +USER: Single User License G210922|0002CO-GEN + Electricity Authority - Te Mana Hiko, DC5643-S4 + + +**** FILE SUMMARY + +Restart C:\vSPD\ElectricityAuthority\Programs\vSPDmodel.g00 +Input C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms +Output C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.lst diff --git a/Programs/lst/RTD_202209021535_21012022090335962_20220902153405.lst b/Programs/lst/RTD_202209021535_21012022090335962_20220902153405.lst new file mode 100644 index 0000000..bcc7ac2 --- /dev/null +++ b/Programs/lst/RTD_202209021535_21012022090335962_20220902153405.lst @@ -0,0 +1,4233 @@ +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 3 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +C o m p i l a t i o n + + + *===================================================================================== + Name: vSPDsolve.gms + Function: Establish base case and override data, prepare data, and + solve the model + Developed by: Electricity Authority, New Zealand + Source: https://github.com/ElectricityAuthority/vSPD + http://www.emi.ea.govt.nz/Tools/vSPD + Contact: Forum: http://www.emi.ea.govt.nz/forum/ + Email: emi@ea.govt.nz + Created on: 1st November 2022 for Real Time Pricing + + *===================================================================================== + + Directory of code sections in vSPDsolve.gms: + 1. Declare symbols and initialise some of them + 2. Load data from GDX file f + 3. Manage model and data compatability + 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + 5. Initialise constraint violation penalties (CVPs) + 6. The vSPD solve loop + a) Reset all sets, parameters and variables before proceeding with the next study trade period + b) Initialise current trade period and model data for the current trade period + c) Additional pre-processing on parameters and variables before model solve + d) Solve the model + e) Check if the LP results are valid + f) Resolve the model if required + g) Check for disconnected nodes and adjust prices accordingly + h) Collect and store results from the current model solve in the output (o_xxx) parameters + i) End of the solve vSPD loop + 7. vSPD scarcity pricing post-processing + 8. Write results to CSV report files and GDX files +2101 +2102 *===================================================================================== +2103 * 0. Initial setup +2104 *===================================================================================== +2105 +2106 * Include paths, settings and case name files +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc +2108 *+++ vSPD settings +++ +2111 +2112 *+++ Paths +++ +2114 +2119 +2121 +2122 +2123 *+++ Model +++ +2124 Scalar sequentialSolve / 1 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 +2125 Scalar disconnectedNodePriceCorrection / 1 / ; +2126 Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise +2127 +2128 +2129 *+++ Network +++ +2130 Scalar useACLossModel / 1 / ; +2131 Scalar useHVDCLossModel / 1 / ; +2132 Scalar useACBranchLimits / 1 / ; +2133 Scalar useHVDCBranchLimits / 1 / ; +2134 Scalar resolveCircularBranchFlows / 1 / ; +2135 Scalar resolveHVDCNonPhysicalLosses / 1 / ; +2136 Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development +2137 Scalar circularBranchFlowTolerance / 0.0001 / ; +2138 Scalar nonPhysicalLossTolerance / 1e-6 / ; +2139 Scalar useBranchFlowMIPTolerance / 1e-6 / ; +2140 +2141 +2142 *+++ Constraints +++ +2143 Scalar useReserveModel / 1 / ; +2144 Scalar suppressMixedConstraint / 0 / ; ! No longer used since Mixed MIP Constraints no longer exists +2145 Scalar mixedMIPtolerance / 1e-6 / ; +2146 +2147 +2148 *+++ Solver +++ +2149 Scalar LPtimeLimit / 3600 / ; +2150 Scalar LPiterationLimit / 2000000000 / ; +2151 Scalar MIPtimeLimit / 3600 / ; +2152 Scalar MIPiterationLimit / 2000000000 / ; +2153 Scalar MIPoptimality / 0 / ; +2156 +2157 +2158 *+++ Various switches +++ +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc +2162 +2163 * Update the ProgressReport.txt file +2164 File rep "Write to a report" /"ProgressReport.txt"/; rep.lw = 0; rep.ap = 1; +2165 putclose rep / 'Case "RTD_202209021535_21012022090335962_20220902153405" started at: ' system.date " " system.time /; +2166 +2167 if(sequentialSolve, +2168 putclose rep 'Vectorisation is switched OFF' /; +2169 else +2170 putclose rep 'Vectorisation is switched ON' /; +2171 ) ; +2172 +2173 * Set the solver for the LP and MIP +2174 option lp = Cplex ; +2175 option mip = Cplex ; +2176 +2177 * Set profile status +2178 option profile = 0 ; +2179 +2180 * Set the solution print status in the lst file +2181 option solprint = off; +2182 +2183 * Set the column (variable) and row (equation) listing in the lst file +2184 option limcol = 0 ; +2185 option limrow = 0 ; +2186 +2187 * Declare a temporary file +2188 File temp ; +2189 +2190 * Allow empty data set declaration +2192 +2193 *===================================================================================== +2194 * 1. Declare symbols and initialise some of them +2195 *===================================================================================== +2196 +2197 Sets +2198 unsolvedDT(dt) 'Set of datetime that are not solved yet' +2199 SOS1_solve(dt) 'Flag period that is resolved using SOS1' +2200 +2201 * Unmmaped bus defificit temporary sets +2202 unmappedDeficitBus(dt,b) 'List of buses that have deficit generation (price) and are not mapped to any pnode - revisit' +2203 changedDeficitBus(dt,b) 'List of buses that have deficit generation added from unmapped deficit bus - revisit' +2204 ; +2205 +2206 Parameters +2207 * Flag to apply corresponding vSPD model +2208 VSPDModel(dt) '0=VSPD, 1=vSPD_BranchFlowMIP, 2=VSPD (last solve)' +2209 +2210 * MIP logic +2211 circularBranchFlowExist(dt,br) 'Flag to indicate if circulating branch flows exist on each branch: 1 = Yes' +2212 poleCircularBranchFlowExist(dt,pole) 'Flag to indicate if circulating branch flows exist on each an HVDC pole: 1 = Yes' +2213 +2214 * Calculated parameter used to check if non-physical loss occurs on HVDC +2215 northHVDC(dt) 'HVDC MW sent from from SI to NI' +2216 southHVDC(dt) 'HVDC MW sent from from NI to SI' +2217 nonPhysicalLossExist(dt,br) 'Flag to indicate if non-physical losses exist on branch (applied to HVDC only): 1 = Yes' +2218 manualBranchSegmentMWFlow(dt,br,los,fd) 'Manual calculation of the branch loss segment MW flow --> used to manually calculate hvdc branch losses' +2219 manualLossCalculation(dt,br) 'MW losses calculated manually from the solution for each loss branch' +2220 +2221 * Calculated parameter used to check if circular branch flow exists on each HVDC pole +2222 TotalHVDCpoleFlow(dt,pole) 'Total flow on an HVDC pole' +2223 MaxHVDCpoleFlow(dt,pole) 'Maximum flow on an HVDC pole' +2224 +2225 * Disconnected bus post-processing +2226 busGeneration(dt,b) 'MW generation at each bus for the study trade periods' +2227 busLoad(dt,b) 'MW load at each bus for the study trade periods' +2228 busPrice(dt,b) '$/MW price at each bus for the study trade periods' +2229 busDisconnected(dt,b) 'Indication if bus is disconnected or not (1 = Yes) for the study trade periods' +2230 * Unmmaped bus defificit temporary parameters +2231 temp_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2232 * TN - Replacing invalid prices after SOS1 +2233 busSOSinvalid(dt,b) 'Buses with invalid bus prices after SOS1 solve' +2234 numberofbusSOSinvalid(dt) 'Number of buses with invalid bus prices after SOS1 solve --> used to check if invalid prices can be improved (numberofbusSOSinvalid reduces after each iteration)' +2235 * System loss calculated by SPD for RTD run +2236 SPDLoadCalcLosses(dt,isl) 'Island losses calculated by SPD in the first solve to adjust demand' +2237 ; +2238 +2239 Parameters +2240 * Dispatch results for reporting - Trade period level - Island output +2241 o_islandGen_TP(dt,isl) 'Island MW generation for the different time periods' +2242 o_islandLoad_TP(dt,isl) 'Island MW fixed load for the different time periods' +2243 o_islandClrBid_TP(dt,isl) 'Island cleared MW bid for the different time periods' +2244 o_islandBranchLoss_TP(dt,isl) 'Intra-island branch losses for the different time periods (MW)' +2245 o_islandRefPrice_TP(dt,isl) 'Reference prices in each island ($/MWh)' +2246 +2247 o_HVDCflow_TP(dt,isl) 'HVDC flow from each island (MW)' +2248 o_HVDCloss_TP(dt,isl) 'HVDC losses (MW)' +2249 o_HVDCpoleFixedLoss_TP(dt,isl) 'Fixed loss on inter-island HVDC (MW)' +2250 o_HVDCreceived(dt,isl) 'Energy Recevied from HVDC into an island' +2251 o_HVDCRiskSubtractor(dt,isl,resC,riskC) 'OutPut HVDC risk subtractor' +2252 +2253 o_busGeneration_TP(dt,b) 'Output MW generation at each bus for the different time periods' +2254 o_busLoad_TP(dt,b) 'Output MW load at each bus for the different time periods' +2255 o_busPrice_TP(dt,b) 'Output $/MW price at each bus for the different time periods' +2256 o_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2257 o_busSurplus_TP(dt,b) 'Bus surplus violation for each trade period' +2258 +2259 o_branchFromBusPrice_TP(dt,br) 'Output from bus price ($/MW) for branch reporting' +2260 o_branchToBusPrice_TP(dt,br) 'Output to bus price ($/MW) for branch reporting' +2261 o_branchMarginalPrice_TP(dt,br) 'Output marginal branch constraint price ($/MW) for branch reporting' +2262 o_branchFlow_TP(dt,br) 'Output MW flow on each branch for the different time periods' +2263 o_branchDynamicLoss_TP(dt,br) 'Output MW dynamic loss on each branch for the different time periods' +2264 o_branchTotalLoss_TP(dt,br) 'Output MW total loss on each branch for the different time periods' +2265 o_branchFixedLoss_TP(dt,br) 'Output MW fixed loss on each branch for the different time periods' +2266 o_branchTotalRentals_TP(dt,br) 'Output $ rentals on transmission branches using total (dynamic + fixed) for the different time periods' +2267 o_branchCapacity_TP(dt,br) 'Output MW branch capacity for branch reporting' +2268 +2269 o_ACbranchTotalRentals(dt) 'FTR rental - Total AC rental by trading period' +2270 o_ACbranchLossMW(dt,br,los) 'FTR rental - MW element of the loss segment curve in MW' +2271 o_ACbranchLossFactor(dt,br,los) 'FTR rental Loss factor element of the loss segment curve applied to' +2272 +2273 o_offerEnergy_TP(dt,o) 'Output MW cleared for each energy offer for each trade period' +2274 o_offerRes_TP(dt,o,resC) 'Output MW cleared for each reserve offer for each trade period' +2275 o_offerFIR_TP(dt,o) 'Output MW cleared for FIR for each trade period' +2276 o_offerSIR_TP(dt,o) 'Output MW cleared for SIR for each trade period' +2277 +2278 o_groupEnergy_TP(dt,rg,riskC) 'Output MW cleared for risk group for each trade period' +2279 o_groupFKband_TP(dt,rg,riskC) 'Output FK band MW applied for risk group for each trade period' +2280 o_groupRes_TP(dt,rg,resC,riskC) 'Output reserve MW cleared for risk group for each trade period' +2281 +2282 o_bidEnergy_TP(dt,bd) 'Output MW cleared for each energy bid for each trade period' +2283 o_bidTotalMW_TP(dt,bd) 'Output total MW bidded for each energy bid for each trade period' +2284 +2285 o_ReserveReqd_TP(dt,isl,resC) 'Output MW required for each reserve class in each trade period' +2286 o_FIRreqd_TP(dt,isl) 'Output MW required FIR for each trade period' +2287 o_SIRreqd_TP(dt,isl) 'Output MW required SIR for each trade period' +2288 o_ResCleared_TP(dt,isl,resC) 'Reserve cleared from an island for each trade period' +2289 o_FIRcleared_TP(dt,isl) 'Output - total FIR cleared by island' +2290 o_SIRcleared_TP(dt,isl) 'Output - total SIR cleared by island' +2291 o_ResPrice_TP(dt,isl,resC) 'Output $/MW price for each reserve classes for each trade period' +2292 o_FIRprice_TP(dt,isl) 'Output $/MW price for FIR reserve classes for each trade period' +2293 o_SIRprice_TP(dt,isl) 'Output $/MW price for SIR reserve classes for each trade period' +2294 +2295 o_GenRiskPrice_TP(dt,isl,o,resC,riskC) 'Output Gen risk marginal prices' +2296 o_HVDCSecRiskPrice_TP(dt,isl,o,resC,riskC) 'Output HVDC risk marginal prices' +2297 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,riskC) 'Output risk group marginal prices' +2298 o_HVDCRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2299 o_ManualRiskPrice_TP(dt,isl,resC,riskC) 'Output Manual risk marginal prices' +2300 o_HVDCSecManualRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2301 +2302 o_GenRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output Gen risk shortfall' +2303 o_HVDCSecRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output HVDC risk shortfall' +2304 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,riskC) 'Output risk group shortfall' +2305 o_HVDCRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2306 o_ManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output Manual risk shortfall' +2307 o_HVDCSecManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2308 +2309 o_ResViolation_TP(dt,isl,resC) 'Violation MW for each reserve classes for each trade period' +2310 o_FIRviolation_TP(dt,isl) 'Violation MW for FIR reserve classes for each trade period' +2311 o_SIRviolation_TP(dt,isl) 'Violation MW for SIR reserve classes for each trade period' +2312 +2313 o_nodeGeneration_TP(dt,n) 'Ouput MW generation at each node for the different time periods' +2314 o_nodeLoad_TP(dt,n) 'Ouput MW load at each node for the different time periods' +2315 o_nodePrice_TP(dt,n) 'Output $/MW price at each node for the different time periods' +2316 o_nodeDeficit_TP(dt,n) 'Output node deficit violation for each trade period' +2317 o_nodeSurplus_TP(dt,n) 'Output node surplus violation for each trade period' +2318 o_nodeDead_TP(dt,n) 'Define if a Node (Pnode) is dead' +2319 o_nodeDeadPrice_TP(dt,n) 'Flag to check if a dead Node has valid price' +2320 o_nodeDeadPriceFrom_TP(dt,n,n1) 'Flag to show which price node the price of the dead node come from' +2321 * Security constraint data +2322 o_brConstraintSense_TP(dt,brCstr) 'Branch constraint sense for each output report' +2323 o_brConstraintLHS_TP(dt,brCstr) 'Branch constraint LHS for each output report' +2324 o_brConstraintRHS_TP(dt,brCstr) 'Branch constraint RHS for each output report' +2325 o_brConstraintPrice_TP(dt,brCstr) 'Branch constraint price for each output report' +2326 * Mnode constraint data +2327 o_MnodeConstraintSense_TP(dt,MnodeCstr) 'Market node constraint sense for each output report' +2328 o_MnodeConstraintLHS_TP(dt,MnodeCstr) 'Market node constraint LHS for each output report' +2329 o_MnodeConstraintRHS_TP(dt,MnodeCstr) 'Market node constraint RHS for each output report' +2330 o_MnodeConstraintPrice_TP(dt,MnodeCstr) 'Market node constraint price for each output report' +2331 * TradePeriod summary report +2332 o_solveOK_TP(dt) 'Solve status for summary report (1=OK)' +2333 o_systemCost_TP(dt) 'System cost for summary report' +2334 o_systemBenefit_TP(dt) 'System benefit of cleared bids for summary report' +2335 o_ofv_TP(dt) 'Objective function value for summary report' +2336 o_penaltyCost_TP(dt) 'Penalty cost for summary report' +2337 o_defGenViolation_TP(dt) 'Deficit generation violation for summary report' +2338 o_surpGenViolation_TP(dt) 'Surplus generaiton violation for summary report' +2339 o_surpBranchFlow_TP(dt) 'Surplus branch flow violation for summary report' +2340 o_defRampRate_TP(dt) 'Deficit ramp rate violation for summary report' +2341 o_surpRampRate_TP(dt) 'Surplus ramp rate violation for summary report' +2342 o_surpBranchGroupConst_TP(dt) 'Surplus branch group constraint violation for summary report' +2343 o_defBranchGroupConst_TP(dt) 'Deficit branch group constraint violation for summary report' +2344 o_defMnodeConst_TP(dt) 'Deficit market node constraint violation for summary report' +2345 o_surpMnodeConst_TP(dt) 'Surplus market node constraint violation for summary report' +2346 o_defResv_TP(dt) 'Deficit reserve violation for summary report' +2347 +2348 * Factor to prorate the deficit and surplus at the nodal level +2349 totalBusAllocation(dt,b) 'Total allocation of nodes to bus' +2350 busNodeAllocationFactor(dt,b,n) 'Bus to node allocation factor' +2351 +2352 * Audit - extra output declaration +2353 o_lossSegmentBreakPoint(dt,br,los) 'Audit - loss segment MW' +2354 o_lossSegmentFactor(dt,br,los) 'Audit - loss factor of each loss segment' +2355 o_ACbusAngle(dt,b) 'Audit - bus voltage angle' +2356 o_nonPhysicalLoss(dt,br) 'Audit - non physical loss' +2357 +2358 o_ILRO_FIR_TP(dt,o) 'Audit - ILRO FIR offer cleared (MWh)' +2359 o_ILRO_SIR_TP(dt,o) 'Audit - ILRO SIR offer cleared (MWh)' +2360 o_ILbus_FIR_TP(dt,b) 'Audit - ILRO FIR cleared at bus (MWh)' +2361 o_ILbus_SIR_TP(dt,b) 'Audit - ILRO SIR cleared at bus (MWh)' +2362 o_PLRO_FIR_TP(dt,o) 'Audit - PLRO FIR offer cleared (MWh)' +2363 o_PLRO_SIR_TP(dt,o) 'Audit - PLRO SIR offer cleared (MWh)' +2364 o_TWRO_FIR_TP(dt,o) 'Audit - TWRO FIR offer cleared (MWh)' +2365 o_TWRO_SIR_TP(dt,o) 'Audit - TWRO SIR offer cleared (MWh)' +2366 +2367 o_generationRiskLevel(dt,isl,o,resC,riskC) 'Audit - generation risk' +2368 +2369 o_HVDCriskLevel(dt,isl,resC,riskC) 'Audit - DCCE and DCECE risk' +2370 +2371 o_manuRiskLevel(dt,isl,resC,riskC) 'Audit - manual risk' +2372 +2373 o_genHVDCriskLevel(dt,isl,o,resC,riskC) 'Audit - generation + HVDC secondary risk' +2374 +2375 o_manuHVDCriskLevel(dt,isl,resC,riskC) 'Audit - manual + HVDC secondary' +2376 +2377 o_generationRiskGroupLevel(dt,isl,rg,resC,riskC) 'Audit - generation group risk' +2378 +2379 +2380 * TN - output parameters added for NMIR project -------------------------------- +2381 o_FirSent_TP(dt,isl) 'FIR export from an island for each trade period' +2382 o_SirSent_TP(dt,isl) 'SIR export from an island for each trade period' +2383 o_FirReceived_TP(dt,isl) 'FIR received at an island for each trade period' +2384 o_SirReceived_TP(dt,isl) 'SIR received at an island for each trade period' +2385 o_FirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2386 o_SirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2387 o_EffectiveRes_TP(dt,isl,resC,riskC) 'Effective reserve share to an island for each trade period' +2388 o_FirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2389 o_SirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2390 o_FirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2391 o_SirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2392 +2393 o_TotalIslandReserve(dt,isl,resC,riskC) 'Total Reserve cleared in a island including shared Reserve' +2394 * TN - output parameters added for NMIR project end ---------------------------- +2395 ; +2396 +2397 Scalars +2398 modelSolved 'Flag to indicate if the model solved successfully (1 = Yes)' / 0 / +2399 LPmodelSolved 'Flag to indicate if the final LP model (when MIP fails) is solved successfully (1 = Yes)' / 0 / +2400 exitLoop 'Flag to exit solve loop' / 0 / +2401 ; +2402 +2403 +2404 +2405 *===================================================================================== +2406 * 2. Load data from GDX file +2407 *===================================================================================== +2408 +2409 * If input file does not exist then go to the next input file +2411 +2412 * Load trading period to be solved +GDXIN C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx +--- LOAD tp = 1:i_TradePeriod +--- LOAD dt = 2:i_DateTime +--- LOAD dt2tp = 3:i_DateTimeTradePeriod +2417 +2418 * Call the GDX routine and load the input data: +GDXIN C:\vSPD\ElectricityAuthority\Input\RTD_202209021535_21012022090335962_20220902153405.gdx +2420 * Sets +--- LOAD caseName = 1:caseName +--- LOAD rundt = 3:i_runDateTime +--- LOAD b = 10:i_bus +--- LOAD n = 9:i_node +--- LOAD o = 36:i_Offer +--- LOAD bd = 48:i_bid +--- LOAD trdr = 35:i_Trader +--- LOAD br = 19:i_branch +--- LOAD brCstr = 26:i_branchConstraint +--- LOAD MnodeCstr = 29:i_MnodeConstraint +--- LOAD node = 11:i_dateTimeNode +--- LOAD bus = 12:i_dateTimeBus +--- LOAD node2node = 18:i_dateTimeNodeToNode +--- LOAD offerTrader = 37:i_dateTimeOfferTrader +--- LOAD offerNode = 38:i_dateTimeOfferNode +--- LOAD bidTrader = 49:i_dateTimeBidTrader +--- LOAD bidNode = 50:i_dateTimeBidNode +--- LOAD nodeBus = 14:i_dateTimeNodeBus +--- LOAD busIsland = 16:i_dateTimeBusIsland +--- LOAD branchDefn = 20:i_dateTimeBranchDefn +--- LOAD riskGenerator = 54:i_dateTimeRiskGenerator +--- LOAD primarySecondaryOffer = 47:i_dateTimePrimarySecondaryOffer +--- LOAD dispatchableBid = 52:i_dateTimeDispatchableBid +--- LOAD rg = 73:i_riskGroup +--- LOAD riskGroupOffer = 74:i_dateTimeRiskGroup +2438 +2439 * Parameters +--- LOAD gdxDate = 2:gdxDate +--- MERGE intervalDuration = 7:i_intervalLength +--- LOAD offerParameter = 39:i_dateTimeOfferParameter +--- LOAD energyOffer = 40:i_dateTimeEnergyOffer +--- LOAD fastPLSRoffer = 42:i_dateTimeFastPLSRoffer +--- LOAD sustainedPLSRoffer = 41:i_dateTimeSustainedPLSRoffer +--- LOAD fastTWDRoffer = 44:i_dateTimeFastTWDRoffer +--- LOAD sustainedTWDRoffer = 43:i_dateTimeSustainedTWDRoffer +--- LOAD fastILRoffer = 46:i_dateTimeFastILRoffer +--- LOAD sustainedILRoffer = 45:i_dateTimeSustainedILRoffer +2449 +--- LOAD energyBid = 51:i_dateTimeEnergyBid +--- LOAD nodeDemand = 53:i_dateTimeNodeDemand +2452 +--- LOAD refNode = 13:i_dateTimeReferenceNode +--- LOAD HVDCBranch = 21:i_dateTimeHVDCBranch +--- LOAD branchParameter = 22:i_dateTimeBranchParameter +--- LOAD branchCapacity = 23:i_dateTimeBranchCapacity +--- LOAD branchOpenStatus = 24:i_dateTimeBranchOpenStatus +--- LOAD nodeBusAllocationFactor = 15:i_dateTimeNodeBusAllocationFactor +--- LOAD busElectricalIsland = 17:i_dateTimeBusElectricalIsland +2460 +--- LOAD riskParameter = 55:i_dateTimeRiskParameter +--- LOAD islandMinimumRisk = 56:i_dateTimeManualRisk +--- LOAD HVDCSecRiskEnabled = 57:i_dateTimeHVDCSecRiskEnabled +--- LOAD HVDCSecRiskSubtractor = 58:i_dateTimeHVDCSecRiskSubtractor +--- LOAD reserveMaximumFactor = 59:i_dateTimeReserveMaximumFactor +2466 +--- LOAD branchCstrFactors = 27:i_dateTimeBranchConstraintFactors +--- LOAD branchCstrRHS = 28:i_dateTimeBranchConstraintRHS +--- LOAD mnCstrEnrgFactors = 30:i_dateTimeMNCnstrEnrgFactors +--- LOAD mnCnstrResrvFactors = 31:i_dateTimeMNCnstrResrvFactors +--- LOAD mnCnstrEnrgBidFactors = 32:i_dateTimeMNCnstrEnrgBidFactors +--- LOAD mnCnstrResrvBidFactors = 33:i_dateTimeMNCnstrResrvBidFactors +--- LOAD mnCnstrRHS = 34:i_dateTimeMNCnstrRHS +2474 +2475 * National market for IR effective date 20 Oct 2016 +--- LOAD reserveRoundPower = 60:i_dateTimeReserveRoundPower +--- LOAD reserveShareEnabled = 61:i_dateTimeReserveSharing +--- LOAD modulationRiskClass = 62:i_dateTimeModulationRisk +--- LOAD roundPower2MonoLevel = 63:i_dateTimeRoundPower2Mono +--- LOAD bipole2MonoLevel = 64:i_dateTimeBipole2Mono +--- LOAD MonopoleMinimum = 65:i_dateTimeReserveSharingPoleMin +--- LOAD HVDCControlBand = 66:i_dateTimeHVDCcontrolBand +--- LOAD HVDClossScalingFactor = 67:i_dateTimeHVDClossScalingFactor +--- LOAD sharedNFRFactor = 68:i_dateTimeSharedNFRfactor +--- LOAD sharedNFRLoadOffset = 70:i_dateTimeSharedNFRLoadOffset +--- LOAD effectiveFactor = 69:i_dateTimeReserveEffectiveFactor +--- LOAD RMTReserveLimitTo = 71:i_dateTimeRMTreserveLimit +--- LOAD rampingConstraint = 72:i_dateTimeRampingConstraint +2489 +2490 *Real Time Pricing Project +--- MERGE studyMode = 75:i_studyMode +--- LOAD useGenInitialMW = 76:i_dateTimeUseGenInitialMW +--- LOAD runEnrgShortfallTransfer = 77:i_dateTimeRunEnrgShortfallTransfer +--- LOAD runPriceTransfer = 78:i_dateTimeRunPriceTransfer +--- LOAD replaceSurplusPrice = 79:i_dateTimeReplaceSurplusPrice +--- LOAD rtdIgIncreaseLimit = 80:i_dateTimeRtdIgIncreaseLimit +--- LOAD useActualLoad = 81:i_dateTimeUseActualLoad +--- LOAD dontScaleNegativeLoad = 82:i_dateTimeDontScaleNegativeLoad +--- LOAD inputInitialLoad = 83:i_dateTimeInputInitialLoad +--- LOAD conformingFactor = 84:i_dateTimeConformingFactor +--- LOAD nonConformingLoad = 85:i_dateTimeNonConformingLoad +--- LOAD loadIsOverride = 86:i_dateTimeLoadIsOverride +--- LOAD loadIsBad = 87:i_dateTimeLoadIsBad +--- LOAD loadIsNCL = 88:i_dateTimeLoadIsNCL +--- LOAD maxLoad = 89:i_dateTimeMaxLoad +--- LOAD instructedloadshed = 90:i_dateTimeInstructedLoadShed +--- LOAD instructedshedactive = 91:i_dateTimeInstructedShedActive +--- LOAD islandMWIPS = 92:i_dateTimeIslandMWIPS +--- LOAD islandPDS = 93:i_dateTimeIslandPDS +--- LOAD islandLosses = 94:i_dateTimeIslandLosses +2511 +--- LOAD energyScarcityEnabled = 96:i_dateTimeEnergyScarcityEnabled +--- LOAD reserveScarcityEnabled = 97:i_dateTimeReserveScarcityEnabled +--- LOAD scarcityEnrgNationalFactor = 98:i_dateTimeScarcityEnrgNationalFactor +--- LOAD scarcityEnrgNationalPrice = 99:i_dateTimeScarcityEnrgNationalPrice +--- LOAD scarcityEnrgNodeFactor = 100:i_dateTimeScarcityEnrgNodeFactor +--- LOAD scarcityEnrgNodeFactorPrice = 101:i_dateTimeScarcityEnrgNodeFactorPrice +--- LOAD scarcityEnrgNodeLimit = 102:i_dateTimeScarcityEnrgNodeLimit +--- LOAD scarcityEnrgNodeLimitPrice = 103:i_dateTimeScarcityEnrgNodeLimitPrice +--- LOAD scarcityResrvIslandLimit = 104:i_dateTimeScarcityResrvIslandLimit +--- LOAD scarcityResrvIslandPrice = 105:i_dateTimeScarcityResrvIslandPrice +2523 +2524 *=============================================================================== +2525 * 3. Manage model and data compatability +2526 *=============================================================================== +2527 * This section manages the changes to model flags to ensure backward +2528 * compatibility given changes in the SPD model formulation over time: +2529 * Ex: some data (sets) only starting to exist at certain time and we need to use +2530 * GDX time to check if we can load that data (set) from gdx. +2531 +2532 * Gregorian date of when symbols have been included into the GDX files +2533 Scalars inputGDXGDate 'Gregorian date of input GDX file' ; +2534 inputGDXGDate = jdate(gdxDate('year'),gdxDate('month'),gdxDate('day')); +2535 +2536 * The code below is for example and not currently used + put_utility temp 'gdxin' / '%inputPath%\%GDXname%.gdx' ; + if (inputGDXGDate >= jdate(2022,11,1) or sum[sameas(caseName,testCases),1] , + execute_load + energyScarcityEnabled = i_energyScarcityEnabled + ; + ) ; + $oftext + + + *===================================================================================== + * 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + *===================================================================================== + + $ontext + - At this point, vSPDoverrides.gms is included into vSPDsolve.gms if an override + file defined by the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. + - All override data symbols have the characters 'Ovrd' appended to the original + symbol name. After declaring the override symbols, the override data is + installed and the original symbols are overwritten. + - Note that the Excel interface permits a limited number of input data symbols + to be overridden. The EMI interface will create a GDX file of override values + for all data inputs to be overridden. If operating in standalone mode, + overrides can be installed by any means the user prefers - GDX file, $include + file, hard-coding, etc. But it probably makes sense to mimic the GDX file as + used by EMI. +2564 +2566 +2567 +2568 *=============================================================================== +2569 * 5. Initialise model mapping and inputs +2570 *=============================================================================== +2572 +2573 * Check if NMIR is enabled +2574 UseShareReserve = 1 $ sum[ (dt,resC), reserveShareEnabled(dt,resC)] ; +2575 +2576 * Pre-dispatch schedule is solved sequentially +2577 sequentialSolve $ { (studyMode >= 130) and (studyMode <= 133) } = 1 ; +2578 sequentialSolve $ sum[dt, useGenInitialMW(dt)] = 1; +2579 sequentialSolve $ UseShareReserve = 1; +2580 +2581 +2582 +2583 * Initialise genrating offer parameters ---------------------------------------- +2584 GenerationStart(dt,o) = offerParameter(dt,o,'initialMW') +2585 + sum[ o1 $ primarySecondaryOffer(dt,o,o1) +2586 , offerParameter(dt,o1,'initialMW') ] ; +2587 * if useGenIntitialMW = 1 --> sequential solve like PRSS, NRSS +2588 GenerationStart(dt,o) $ { (useGenInitialMW(dt) = 1) and (ord(dt) > 1) } = 0; +2589 +2590 RampRateUp(dt,o) = offerParameter(dt,o,'rampUpRate') ; +2591 RampRateDn(dt,o) = offerParameter(dt,o,'rampDnRate') ; +2592 ReserveGenerationMaximum(dt,o) = offerParameter(dt,o,'resrvGenMax') ; +2593 WindOffer(dt,o) = offerParameter(dt,o,'isIG') ; +2594 FKband(dt,o) = offerParameter(dt,o,'FKbandMW') ; +2595 PriceResponsive(dt,o) = offerParameter(dt,o,'isPriceResponse') ; +2596 PotentialMW(dt,o) = offerParameter(dt,o,'potentialMW') ; +2597 +2598 * This is based on the 4.6.2.1 calculation + For generators in the PRICERESPONSIVEIG subset, if the PotentialMWg value is + less than ReserveGenerationMaximumg,c then pre-processing sets the + ReserveGenerationMaximumg,c parameter to the PotentialMWg value, otherwise if + the PotentialMWg value is greater than or equal to the + ReserveGenerationMaximumg,c then the ReserveGenerationMaximumg,c + value is unchanged + Tuong note: this does not seems to make saense and be used. +2608 reserveMaximumFactor(dt,o,resC) +2609 $ { windOffer(dt,o) and priceResponsive(dt,o) and( potentialMW(dt,o) > 0) +2610 and (potentialMW(dt,o) < ReserveGenerationMaximum(dt,o)) } +2611 = ReserveGenerationMaximum(dt,o) / potentialMW(dt,o) ; +2612 *------------------------------------------------------------------------------- +2613 +2614 +2615 * Initialise offer limits and prices ------------------------------------------- +2616 +2617 * Initialise energy offer data for the current trade period start +2618 EnrgOfrMW(dt,o,blk) = energyOffer(dt,o,blk,'limitMW') ; +2619 EnrgOfrPrice(dt,o,blk) = energyOffer(dt,o,blk,'price') ; +2620 +2621 * Initialise reserve offer data for the current trade period start +2622 PLRO(resT) $ (ord(resT) = 1) = yes ; +2623 TWRO(resT) $ (ord(resT) = 2) = yes ; +2624 ILRO(resT) $ (ord(resT) = 3) = yes ; +2625 +2626 ResOfrPct(dt,o,blk,resC) +2627 = (fastPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 1 ) +2628 + (sustainedPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 2 ); +2629 +2630 ResOfrMW(dt,o,blk,resC,PLRO) +2631 = fastPLSRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2632 + sustainedPLSRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2633 +2634 ResOfrMW(dt,o,blk,resC,TWRO) +2635 = fastTWDRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2636 + sustainedTWDRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2637 +2638 ResOfrMW(dt,o,blk,resC,ILRO) +2639 = fastILRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2640 + sustainedILRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2641 +2642 ResOfrPrice(dt,o,blk,resC,PLRO) +2643 = fastPLSRoffer(dt,o,blk,'price') $(ord(resC)=1) +2644 + sustainedPLSRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2645 +2646 ResOfrPrice(dt,o,blk,resC,TWRO) +2647 = fastTWDRoffer(dt,o,blk,'price') $(ord(resC)=1) +2648 + sustainedTWDRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2649 +2650 ResOfrPrice(dt,o,blk,resC,ILRO) +2651 = fastILRoffer(dt,o,blk,'price') $(ord(resC)=1) +2652 + sustainedILRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2653 *------------------------------------------------------------------------------- +2654 +2655 +2656 * Define valid offers and valid offer block ------------------------------------ +2657 +2658 * Valid offer must be mapped to a bus with electrical island <> 0 +2659 offer(dt,o) $ sum[ (n,b) $ { offerNode(dt,o,n) and nodeBus(dt,n,b) +2660 }, busElectricalIsland(dt,b) ] = yes ; +2661 +2662 * IL offer with non zero total limit is always valid +2663 offer(dt,o) $ sum[ (blk,resC,ILRO), ResOfrMW(dt,o,blk,resC,ILRO)] = yes ; +2664 +2665 * Valid energy offer blocks are defined as those with a positive block limit +2666 genOfrBlk(dt,o,blk) $ ( EnrgOfrMW(dt,o,blk) > 0 ) = yes ; +2667 +2668 * Define set of positive (valid) energy offers +2669 posEnrgOfr(dt,o) $ sum[ blk $ genOfrBlk(dt,o,blk), 1 ] = yes ; +2670 +2671 * Only reserve offer block with a positive block limit is valid +2672 resOfrBlk(dt,o,blk,resC,resT) $ (ResOfrMW(dt,o,blk,resC,resT) > 0) = yes ; +2673 *------------------------------------------------------------------------------- +2674 +2675 +2676 * Initialise bid limits and prices --------------------------------------------- +2677 +2678 * Valid bid must be mapped to a bus with electrical island <> 0 +2679 bid(dt,bd) $ sum[ (n,b) $ { bidNode(dt,bd,n) and nodeBus(dt,n,b) +2680 }, busElectricalIsland(dt,b) ] = yes ; +2681 * Bid energy data +2682 DemBidMW(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'limitMW') ; +2683 DemBidPrice(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'price') ; +2684 * Valid Demand Bid Block +2685 DemBidBlk(bid,blk) $ ( DemBidMW(bid,blk) <> 0 ) = yes ; +2686 *------------------------------------------------------------------------------- +2687 +2688 +2689 * Initialise mappings to use in later stage ------------------------------------ +2690 +2691 nodeIsland(dt,n,isl) $ sum[ b $ { bus(dt,b) and node(dt,n) +2692 and nodeBus(dt,n,b) and busIsland(dt,b,isl) }, 1 +2693 ] = yes ; +2694 offerIsland(offer(dt,o),isl) +2695 $ sum[ n $ { offerNode(dt,o,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2696 +2697 bidIsland(bid(dt,bd),isl) +2698 $ sum[ n $ { bidNode(dt,bd,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2699 +2700 islandRiskGenerator(dt,isl,o) +2701 $ { offerIsland(dt,o,isl) and riskGenerator(dt,o) } = yes ; +2702 +2703 +2704 * Identification of primary and secondary units +2705 PrimaryOffer(dt,o) = 1 ; +2706 SecondaryOffer(dt,o) = 1 $ sum[ o1 $ primarySecondaryOffer(dt,o1,o), 1 ] ; +2707 PrimaryOffer(dt,o) $ SecondaryOffer(dt,o) = 0 ; +2708 *------------------------------------------------------------------------------- +2709 +2710 +2711 * Initialise demand/bid data --------------------------------------------------- +2712 RequiredLoad(node) = nodeDemand(node) ; +2713 +2714 * 4.9.2 Dispatchable Pnodes + If the Pnode associated with a Dispatchable Demand Bid is not a dead Pnode then + PnodeRequiredLoadpn is set to zero. The Pnode load will be determined by + clearing the Pnode's Dispatchable Demand Bid when the LP Model is solved. +2720 RequiredLoad(node(dt,n)) +2721 $ { Sum[ (bd,blk) $ bidNode(dt,bd,n), DemBidMW(dt,bd,blk) ] > 0 } = 0; +2722 +2723 +2724 +2725 * 4.10 Real Time Pricing - First RTD load calculation +2726 if studyMode = 101 or studyMode = 201 then +2727 +2728 * Calculate first target total load [4.10.6.5] +2729 * Island-level MW load forecast. For the fist loop: +2730 * replace LoadCalcLosses(dt,isl) = islandLosses(dt,isl); +2731 TargetTotalLoad(dt,isl) = islandMWIPS(dt,isl) +2732 + islandPDS(dt,isl) +2733 - islandLosses(dt,isl); +2734 +2735 * Flag if estimate load is scalable [4.10.6.7] +2736 * Binary value. If True then ConformingFactor load MW will be scaled in order +2737 * to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +2738 * assigned directly to EstimatedInitialLoad +2739 EstLoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2740 and (ConformingFactor(dt,n) > 0) } ; +2741 +2742 * Calculate estimate non-scalable load [4.10.6.8] +2743 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for +2744 * a conforming Pnode this will be the ConformingFactor MW input if that value +2745 * is negative, otherwise it will be zero +2746 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 1 ) = NonConformingLoad(dt,n); +2747 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 0 ) = ConformingFactor(dt,n); +2748 EstNonScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = 0; +2749 +2750 * Calculate estimate scalable load [4.10.6.10] +2751 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +2752 * this value will be the ConformingFactor if it is non-negative, otherwise +2753 * this value will be zero' +2754 EstScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = ConformingFactor(dt,n); +2755 +2756 +2757 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +2758 * in order to calculate EstimatedInitialLoad +2759 EstScalingFactor(dt,isl) +2760 = (islandMWIPS(dt,isl) - islandLosses(dt,isl) +2761 - Sum[ n $ nodeIsland(dt,n,isl), EstNonScalableLoad(dt,n) ] +2762 ) / Sum[ n $ nodeIsland(dt,n,isl), EstScalableLoad(dt,n) ] +2763 +2764 ; +2765 +2766 * Calculate estimate initial load [4.10.6.6] +2767 * Calculated estimate of initial MW load, available to be used as an +2768 * alternative to InputInitialLoad +2769 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) +2770 = ConformingFactor(dt,n) * Sum[ isl $ nodeisland(dt,n,isl) +2771 , EstScalingFactor(dt,isl)] ; +2772 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 0 ) +2773 = EstNonScalableLoad(dt,n); +2774 +2775 * Calculate initial load [4.10.6.2] +2776 * Value that represents the Pnode load MW at the start of the solution +2777 * interval. Depending on the inputs this value will be either actual load, +2778 * an operator applied override or an estimated initial load +2779 InitialLoad(dt,n) = InputInitialLoad(dt,n); +2780 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 0) +2781 and ( (useActualLoad(dt) = 0) or (LoadIsBad(dt,n) = 1) ) +2782 } = EstimatedInitialLoad(dt,n) ; +2783 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 1) +2784 and (useActualLoad(dt) = 1) +2785 and (InitialLoad(dt,n) > MaxLoad(dt,n)) +2786 } = MaxLoad(dt,n) ; +2787 +2788 * Flag if load is scalable [4.10.6.4] +2789 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +2790 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +2791 * assigned to RequiredLoad +2792 LoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2793 and (LoadIsOverride(dt,n) = 0) +2794 and (InitialLoad(dt,n) >= 0) } ; +2795 +2796 * Calculate Island-level scaling factor [4.10.6.3] +2797 * --> applied to InitialLoad in order to calculate RequiredLoad +2798 LoadScalingFactor(dt,isl) +2799 = ( TargetTotalLoad(dt,isl) +2800 - Sum[ n $ { nodeIsland(dt,n,isl) +2801 and (LoadIsScalable(dt,n) = 0) }, InitialLoad(dt,n) ] +2802 ) / Sum[ n $ { nodeIsland(dt,n,isl) +2803 and (LoadIsScalable(dt,n) = 1) }, InitialLoad(dt,n) ] +2804 ; +2805 +2806 * Calculate RequiredLoad [4.10.6.1] +2807 RequiredLoad(dt,n) $ LoadIsScalable(dt,n) +2808 = InitialLoad(dt,n) * sum[ isl $ nodeisland(dt,n,isl) +2809 , LoadScalingFactor(dt,isl) ]; +2810 +2811 RequiredLoad(dt,n) $ (LoadIsScalable(dt,n) = 0) = InitialLoad(dt,n); +2812 +2813 RequiredLoad(dt,n) = RequiredLoad(dt,n) +2814 + [instructedloadshed(dt,n) $ instructedshedactive(dt,n)]; +2815 +2816 Endif; +2817 *------------------------------------------------------------------------------- +2818 +2819 +2820 * Initialize energy scarcity limits and prices --------------------------------- +2821 +2822 ScarcityEnrgLimit(dt,n,blk) +2823 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2824 = scarcityEnrgNodeLimit(dt,n,blk); +2825 ScarcityEnrgPrice(dt,n,blk) +2826 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2827 = scarcityEnrgNodeLimitPrice(dt,n,blk) ; +2828 +2829 +2830 ScarcityEnrgLimit(dt,n,blk) +2831 $ { energyScarcityEnabled(dt) +2832 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2833 and scarcityEnrgNodeFactor(dt,n,blk) +2834 and (RequiredLoad(dt,n) > 0) +2835 } +2836 = scarcityEnrgNodeFactor(dt,n,blk) * RequiredLoad(dt,n); +2837 ScarcityEnrgPrice(dt,n,blk) +2838 $ { energyScarcityEnabled(dt) +2839 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2840 and scarcityEnrgNodeFactor(dt,n,blk) +2841 } +2842 = scarcityEnrgNodeFactorPrice(dt,n,blk) ; +2843 +2844 +2845 ScarcityEnrgLimit(dt,n,blk) +2846 $ { energyScarcityEnabled(dt) +2847 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2848 and (RequiredLoad(dt,n) > 0) +2849 } +2850 = scarcityEnrgNationalFactor(dt,blk) * RequiredLoad(dt,n); +2851 ScarcityEnrgPrice(dt,n,blk) +2852 $ { energyScarcityEnabled(dt) +2853 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2854 } +2855 = scarcityEnrgNationalPrice(dt,blk) ; +2856 +2857 +2858 *------------------------------------------------------------------------------- +2859 +2860 +2861 * Initialize AC and DC branches ------------------------------------------------ +2862 +2863 * Branch is defined if there is a defined terminal bus, it has a non-zero +2864 * capacity and is closed for that trade period +2865 * Update the pre-processing code that removes branches which have a limit of zero +2866 * so that it removes a branch if either direction has a limit of zero. +2867 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2868 (not HVDCBranch(dt,br)) and +2869 sum[ fd $ (ord(fd)=1), branchCapacity(dt,br,fd)] and +2870 sum[ fd $ (ord(fd)=2), branchCapacity(dt,br,fd)] and +2871 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2872 branchDefn(dt,br,b,b1) }, 1 ] +2873 } = yes ; +2874 +2875 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2876 (HVDCBranch(dt,br)) and +2877 sum[ fd, branchCapacity(dt,br,fd)] and +2878 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2879 branchDefn(dt,br,b,b1) }, 1 ] +2880 } = yes ; +2881 +2882 +2883 branchBusDefn(branch,b,b1) $ branchDefn(branch,b,b1) = yes ; +2884 branchFrBus(branch,frB) $ sum[ toB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2885 branchToBus(branch,toB) $ sum[ frB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2886 branchBusConnect(branch,b) $ branchFrBus(branch,b) = yes ; +2887 branchBusConnect(branch,b) $ branchToBus(branch,b) = yes ; +2888 +2889 +2890 * HVDC link and AC branch definition +2891 HVDClink(branch) = yes $ HVDCBranch(branch) ; +2892 ACbranch(branch) = yes $ [not HVDCBranch(branch)]; +2893 +2894 +2895 * Determine sending and receiving bus for each branch flow direction +2896 loop (frB,toB) do +2897 ACbranchSendingBus(ACbranch,frB,fd) +2898 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2899 +2900 ACbranchReceivingBus(ACbranch,toB,fd) +2901 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2902 +2903 ACbranchSendingBus(ACbranch,toB,fd) +2904 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2905 +2906 ACbranchReceivingBus(ACbranch,frB,fd) +2907 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2908 endloop; +2909 +2910 HVDClinkSendingBus(HVDClink,frB) +2911 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2912 +2913 HVDClinkReceivingBus(HVDClink,toB) +2914 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2915 +2916 HVDClinkBus(HVDClink,b) $ HVDClinkSendingBus(HVDClink,b) = yes ; +2917 HVDClinkBus(HVDClink,b) $ HVDClinkReceivingBus(HVDClink,b) = yes ; +2918 +2919 * Determine the HVDC inter-island pole in the northward and southward direction +2920 +2921 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 1) and HVDClink(dt,br) } +2922 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 2) +2923 and nodeIsland(dt,n,isl) +2924 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2925 +2926 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 2) and HVDClink(dt,br) } +2927 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 1) +2928 and nodeIsland(dt,n,isl) +2929 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2930 +2931 * Mapping HVDC branch to pole to account for name changes to Pole 3 +2932 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY1.1'), 1] = yes ; +2933 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN1.1'), 1] = yes ; +2934 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY3.1'), 1] = yes ; +2935 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN3.1'), 1] = yes ; +2936 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'BEN_HAY2.1'), 1] = yes ; +2937 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'HAY_BEN2.1'), 1] = yes ; +2938 +2939 * Initialise network data for the current trade period start +2940 branchResistance(branch) = branchParameter(branch,'resistance') ; +2941 branchSusceptance(ACbranch) = -100 * branchParameter(ACbranch,'susceptance'); +2942 branchLossBlocks(branch) = branchParameter(branch,'numLossTranches') ; +2943 +2944 * Ensure fixed losses for no loss AC branches are not included +2945 branchFixedLoss(ACbranch) = branchParameter(ACbranch,'fixedLosses') +2946 $ (branchLossBlocks(ACbranch) > 1) ; +2947 +2948 branchFixedLoss(HVDClink) = branchParameter(HVDClink,'fixedLosses') ; +2949 +2950 * Set resistance and fixed loss to zero if do not want to use the loss model +2951 branchResistance(ACbranch) $ (not useAClossModel) = 0 ; +2952 branchFixedLoss(ACbranch) $ (not useAClossModel) = 0 ; +2953 branchResistance(HVDClink) $ (not useHVDClossModel) = 0 ; +2954 branchFixedLoss(HVDClink) $ (not useHVDClossModel) = 0 ; +2955 +2956 * Initialise loss tranches data for the current trade period start +2957 * The loss factor coefficients assume that the branch capacity is in MW +2958 * and the resistance is in p.u. +2959 +2960 * Loss branches with 0 loss blocks +2961 lossSegmentMW(branch,los,fd) +2962 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2963 = branchCapacity(branch,fd) ; +2964 +2965 LossSegmentFactor(branch,los,fd) +2966 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2967 = 0 ; +2968 +2969 * Loss branches with 1 loss blocks +2970 LossSegmentMW(branch,los,fd) +2971 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2972 = maxFlowSegment ; +2973 +2974 LossSegmentFactor(branch,los,fd) +2975 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2976 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2977 +2978 * Loss branches with 3 loss blocks +2979 loop branch $ (branchLossBlocks(branch) = 3) do +2980 * Segment 1 +2981 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +2982 = lossCoeff_A * branchCapacity(branch,fd) ; +2983 +2984 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +2985 = 0.01 * 0.75 * lossCoeff_A +2986 * branchResistance(branch) * branchCapacity(branch,fd) ; +2987 +2988 * Segment 2 +2989 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +2990 = (1-lossCoeff_A) * branchCapacity(branch,fd) ; +2991 +2992 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +2993 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2994 +2995 * Segment 3 +2996 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +2997 = maxFlowSegment ; +2998 +2999 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3000 = 0.01 * (2 - (0.75*lossCoeff_A)) +3001 * branchResistance(branch) * branchCapacity(branch,fd) ; +3002 endloop; +3003 +3004 * Loss branches with 6 loss blocks +3005 loop branch $ (branchLossBlocks(branch) = 6) do +3006 * Segment 1 +3007 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +3008 = lossCoeff_C * branchCapacity(branch,fd) ; +3009 +3010 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +3011 = 0.01 * 0.75 * lossCoeff_C +3012 * branchResistance(branch) * branchCapacity(branch,fd) ; +3013 +3014 * Segment 2 +3015 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +3016 = lossCoeff_D * branchCapacity(branch,fd) ; +3017 +3018 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +3019 = 0.01 * lossCoeff_E +3020 * branchResistance(branch) * branchCapacity(branch,fd) ; +3021 +3022 * Segment 3 +3023 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +3024 = 0.5 * branchCapacity(branch,fd) ; +3025 +3026 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3027 = 0.01 * lossCoeff_F +3028 * branchResistance(branch) * branchCapacity(branch,fd) ; +3029 +3030 * Segment 4 +3031 LossSegmentMW(branch,los,fd) $ (ord(los) = 4) +3032 = (1 - lossCoeff_D) * branchCapacity(branch,fd) ; +3033 +3034 LossSegmentFactor(branch,los,fd) $ (ord(los) = 4) +3035 = 0.01 * (2 - lossCoeff_F) +3036 * branchResistance(branch) * branchCapacity(branch,fd) ; +3037 +3038 * Segment 5 +3039 LossSegmentMW(branch,los,fd) $ (ord(los) = 5) +3040 = (1 - lossCoeff_C) * branchCapacity(branch,fd) ; +3041 +3042 LossSegmentFactor(branch,los,fd) $ (ord(los) = 5) +3043 = 0.01 * (2 - lossCoeff_E) +3044 * branchResistance(branch) * branchCapacity(branch,fd) ; +3045 +3046 * Segment 6 +3047 LossSegmentMW(branch,los,fd) $ (ord(los) = 6) +3048 = maxFlowSegment ; +3049 +3050 LossSegmentFactor(branch,los,fd) $ (ord(los) = 6) +3051 = 0.01 * (2 - (0.75*lossCoeff_C)) +3052 * branchResistance(branch) * branchCapacity(branch,fd) ; +3053 endloop ; +3054 +3055 * HVDC does not have backward flow --> No loss segment for backward flow +3056 LossSegmentMW(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3057 LossSegmentFactor(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3058 +3059 +3060 * Valid loss segment for a branch is defined as a loss segment that +3061 * has a non-zero LossSegmentMW or a non-zero LossSegmentFactor. +3062 validLossSegment(branch,los,fd) = yes $ { (ord(los) = 1) or +3063 LossSegmentMW(branch,los,fd) or +3064 LossSegmentFactor(branch,los,fd) } ; +3065 +3066 * HVDC loss model requires at least two loss segments and +3067 * an additional loss block due to cumulative loss formulation +3068 validLossSegment(HVDClink,los,fd) +3069 $ { (branchLossBlocks(HVDClink) <= 1) and (ord(los) = 2) } = yes ; +3070 +3071 validLossSegment(HVDClink,los,fd) +3072 $ { (branchLossBlocks(HVDClink) > 1) and +3073 (ord(los) = (branchLossBlocks(HVDClink) + 1)) and +3074 (sum[ los1, LossSegmentMW(HVDClink,los1,fd) +3075 + LossSegmentFactor(HVDClink,los1,fd) ] > 0) +3076 } = yes ; +3077 +3078 * branches that have non-zero loss factors +3079 LossBranch(branch) $ sum[ (los,fd), LossSegmentFactor(branch,los,fd) ] = yes ; +3080 +3081 * Create AC branch loss segments +3082 ACbranchLossMW(ACbranch,los,fd) +3083 $ { validLossSegment(ACbranch,los,fd) and (ord(los) = 1) } +3084 = LossSegmentMW(ACbranch,los,fd) ; +3085 +3086 ACbranchLossMW(ACbranch,los,fd) +3087 $ { validLossSegment(ACbranch,los,fd) and (ord(los) > 1) } +3088 = LossSegmentMW(ACbranch,los,fd) - LossSegmentMW(ACbranch,los-1,fd) ; +3089 +3090 ACbranchLossFactor(ACbranch,los,fd) +3091 $ validLossSegment(ACbranch,los,fd) = LossSegmentFactor(ACbranch,los,fd) ; +3092 +3093 * Create HVDC loss break points +3094 HVDCBreakPointMWFlow(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3095 HVDCBreakPointMWLoss(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3096 +3097 HVDCBreakPointMWFlow(HVDClink,bp,fd) +3098 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) > 1) } +3099 = LossSegmentMW(HVDClink,bp-1,fd) ; +3100 +3101 HVDCBreakPointMWLoss(HVDClink,bp,fd) +3102 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) = 2) } +3103 = LossSegmentMW(HVDClink,bp-1,fd) * LossSegmentFactor(HVDClink,bp-1,fd) ; +3104 +3105 loop (HVDClink(branch),bp) $ (ord(bp) > 2) do +3106 HVDCBreakPointMWLoss(branch,bp,fd) $ validLossSegment(branch,bp,fd) +3107 = LossSegmentFactor(branch,bp-1,fd) +3108 * [ LossSegmentMW(branch,bp-1,fd) - LossSegmentMW(branch,bp-2,fd) ] +3109 + HVDCBreakPointMWLoss(branch,bp-1,fd) ; +3110 endloop ; +3111 *------------------------------------------------------------------------------- +3112 +3113 +3114 * Initialise branch constraint data -------------------------------------------- +3115 branchConstraint(dt,brCstr) +3116 $ sum[ branch(dt,br) $ branchCstrFactors(dt,brCstr,br), 1 ] = yes ; +3117 +3118 branchConstraintSense(branchConstraint) +3119 = branchCstrRHS(branchConstraint,'cnstrSense') ; +3120 +3121 branchConstraintLimit(branchConstraint) +3122 = branchCstrRHS(branchConstraint,'cnstrLimit') ; +3123 *------------------------------------------------------------------------------- +3124 +3125 +3126 * Calculate parameters for NMIR project ---------------------------------------- +3127 islandRiskGroup(dt,isl,rg,riskC) +3128 = yes $ sum[ o $ { offerIsland(dt,o,isl) +3129 and riskGroupOffer(dt,rg,o,riskC) }, 1 ] ; +3130 +3131 modulationRisk(dt) = smax[ riskC, modulationRiskClass(dt,RiskC) ]; +3132 +3133 reserveShareEnabledOverall(dt) = smax[ resC, reserveShareEnabled(dt,resC) ]; +3134 +3135 roPwrZoneExit(dt,resC) +3136 = [ roundPower2MonoLevel(dt) - modulationRisk(dt) ]$(ord(resC)=1) +3137 + bipole2MonoLevel(dt)$(ord(resC)=2) ; +3138 +3139 * National market refinement - effective date 28 Mar 2019 12:00 + SPD pre-processing is changed so that the roundpower settings for FIR are + now the same as for SIR. Specifically: + - The RoundPowerZoneExit for FIR will be set at BipoleToMonopoleTransition + by SPD pre-processing (same as for SIR). A change from the existing where + the RoundPowerZoneExit for FIR is set at RoundPowerToMonopoleTransition + by SPD pre-processing. + - Provided that roundpower is not disabled by the MDB, the InNoReverseZone + for FIR will be removed by SPD pre-processing (same as for SIR). A change + from the existing where the InNoReverseZone for FIR is never removed by + SPD pre-processing. +3152 +3153 if inputGDXGDate >= jdate(2019,03,28) then +3154 roPwrZoneExit(dt,resC) = bipole2MonoLevel(dt) ; +3155 endif ; +3156 +3157 * National market refinement end +3158 +3159 +3160 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.2.1) +3161 sharedNFRLoad(dt,isl) +3162 = sum[ nodeIsland(dt,n,isl), RequiredLoad(dt,n)] +3163 + sum[ (bd,blk) $ bidIsland(dt,bd,isl), DemBidMW(dt,bd,blk) ] +3164 - sharedNFRLoadOffset(dt,isl) ; +3165 +3166 sharedNFRMax(dt,isl) = Min{ RMTReserveLimitTo(dt,isl,'FIR'), +3167 sharedNFRFactor(dt)*sharedNFRLoad(dt,isl) } ; +3168 +3169 * Calculate HVDC constraint sets and HVDC Max Flow - NMIR (4.1.8 - NMIR06) + TN on 22 May 2017: + Usually a branch group constraint that limits the HVDC flow only involves the + HVDC branch(s) in the same direction. However, during TP6 to TP9 of 18 May 2017, + the constraint HAY_BEN_High_Frequency_limit involved all four branches in the + form: HAY_BEN1.1 + HAY_BEN2.1 - BEN_HAY1.1 - BEN_HAY2.1 <= 530 MW + This method of formulating the constraint prevented the previous formulation of + monopoleConstraint and bipoleConstraintfrom working properly. Those constraints + have been reformulated (see below) in order to cope with the formulation + observed on 18 May 2017. +3181 monopoleConstraint(dt,isl,brCstr,br) +3182 $ { HVDClink(dt,br) +3183 and ( not rampingConstraint(dt,brCstr) ) +3184 and ( branchConstraintSense(dt,brCstr) = -1 ) +3185 and (Sum[ (br1,b) $ {HVDClinkSendingBus(dt,br1,b) and busIsland(dt,b,isl)} +3186 , branchCstrFactors(dt,brCstr,br1) ] = 1) +3187 and (Sum[ b $ {HVDClinkSendingBus(dt,br,b) and busIsland(dt,b,isl)} +3188 , branchCstrFactors(dt,brCstr,br) ] = 1) +3189 } = yes ; +3190 +3191 bipoleConstraint(dt,isl,brCstr) +3192 $ { ( not rampingConstraint(dt,brCstr) ) +3193 and ( branchConstraintSense(dt,brCstr) = -1 ) +3194 and (Sum[ (br,b) $ { HVDClink(dt,br) +3195 and HVDClinkSendingBus(dt,br,b) +3196 and busIsland(dt,b,isl) } +3197 , branchCstrFactors(dt,brCstr,br) ] = 2) +3198 } = yes ; +3199 +3200 monoPoleCapacity(dt,isl,br) +3201 = Sum[ (b,fd) $ { BusIsland(dt,b,isl) +3202 and HVDClink(dt,br) +3203 and HVDClinkSendingBus(dt,br,b) +3204 and ( ord(fd) = 1 ) +3205 }, branchCapacity(dt,br,fd) ] ; +3206 +3207 monoPoleCapacity(dt,isl,br) +3208 $ Sum[ brCstr $ monopoleConstraint(dt,isl,brCstr,br), 1] +3209 = Smin[ brCstr $ monopoleConstraint(dt,isl,brCstr,br) +3210 , branchConstraintLimit(dt,brCstr) ]; +3211 +3212 monoPoleCapacity(dt,isl,br) +3213 = Min( monoPoleCapacity(dt,isl,br), +3214 sum[ fd $ ( ord(fd) = 1 ), branchCapacity(dt,br,fd) ] ); +3215 +3216 biPoleCapacity(dt,isl) +3217 $ Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] +3218 = Smin[ brCstr $ bipoleConstraint(dt,isl,brCstr) +3219 , branchConstraintLimit(dt,brCstr) ]; +3220 +3221 biPoleCapacity(dt,isl) +3222 $ { Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] = 0 } +3223 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3224 and HVDClinkSendingBus(dt,br,b) +3225 and ( ord(fd) = 1 ) +3226 }, branchCapacity(dt,br,fd) ] ; +3227 +3228 HVDCMax(dt,isl) +3229 = Min( biPoleCapacity(dt,isl), Sum[ br, monoPoleCapacity(dt,isl,br) ] ) ; +3230 +3231 +3232 * Calculate HVDC HVDC Loss segment applied for NMIR ---------------------------- + * Note: When NMIR started on 20/10/2016, the SOdecided to incorrectly calculate the HVDC loss + * curve for reserve sharing based on the HVDC capacity only (i.e. not based on in-service HVDC poles) + * Tuong Nguyen @ EA discovered this bug and the SO has fixed it as of 22/11/2016. +3238 if inputGDXGDate >= jdate(2016,11,22) then +3239 HVDCCapacity(dt,isl) +3240 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3241 and HVDClinkSendingBus(dt,br,b) +3242 and ( ord(fd) = 1 ) +3243 }, branchCapacity(dt,br,fd) ] ; +3244 +3245 numberOfPoles(dt,isl) +3246 = Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3247 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +3248 +3249 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3250 = Prod[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3251 and HVDClinkSendingBus(dt,br,b) +3252 }, branchResistance(dt,br) ] +3253 / Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3254 and HVDClinkSendingBus(dt,br,b) +3255 }, branchResistance(dt,br) ] ; +3256 +3257 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 1) +3258 = Sum[ br $ monoPoleCapacity(dt,isl,br), branchResistance(dt,br) ] ; +3259 else +3260 HVDCCapacity(dt,isl) +3261 = Sum[ (br,b,b1,fd) $ { (HVDCBranch(dt,br) = 1) +3262 and busIsland(dt,b,isl) +3263 and branchDefn(dt,br,b,b1) +3264 and ( ord(fd) = 1 ) +3265 }, branchCapacity(dt,br,fd) ] ; +3266 +3267 numberOfPoles(dt,isl) +3268 =Sum[ (br,b,b1) $ { (HVDCBranch(dt,br) = 1) +3269 and busIsland(dt,b,isl) +3270 and branchDefn(dt,br,b,b1) +3271 and sum[ fd $ ( ord(fd) = 1 ) +3272 , branchCapacity(dt,br,fd) ] +3273 }, 1 ] ; +3274 +3275 HVDCResistance(dt,isl) +3276 = Sum[ (br,b,b1,brPar) +3277 $ { (HVDCBranch(dt,br) = 1) +3278 and busIsland(dt,b,isl) +3279 and branchDefn(dt,br,b,b1) +3280 and (ord(brPar) = 1) +3281 }, branchParameter(dt,br,brPar) ] ; +3282 +3283 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3284 = Prod[ (br,b,b1,brPar) +3285 $ { (HVDCBranch(dt,br) = 1) +3286 and busIsland(dt,b,isl) +3287 and branchDefn(dt,br,b,b1) +3288 and sum[ fd $ ( ord(fd) = 1 ) +3289 , branchCapacity(dt,br,fd) ] +3290 and (ord(brPar) = 1) +3291 }, branchParameter(dt,br,brPar) +3292 ] / HVDCResistance(dt,isl) ; +3293 endif ; +3294 +3295 * Segment 1 +3296 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 1) +3297 = HVDCCapacity(dt,isl) * lossCoeff_C ; +3298 +3299 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 1) +3300 = 0.01 * 0.75 * lossCoeff_C +3301 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3302 +3303 * Segment 2 +3304 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 2) +3305 = HVDCCapacity(dt,isl) * lossCoeff_D ; +3306 +3307 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 2) +3308 = 0.01 * lossCoeff_E +3309 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3310 +3311 * Segment 3 +3312 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 3) +3313 = HVDCCapacity(dt,isl) * 0.5 ; +3314 +3315 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 3) +3316 = 0.01 * lossCoeff_F +3317 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3318 +3319 * Segment 4 +3320 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 4) +3321 = HVDCCapacity(dt,isl) * (1 - lossCoeff_D) ; +3322 +3323 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 4) +3324 = 0.01 * (2 - lossCoeff_F) +3325 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3326 +3327 * Segment 5 +3328 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 5) +3329 = HVDCCapacity(dt,isl) * (1 - lossCoeff_C) ; +3330 +3331 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 5) +3332 = 0.01 * (2 - lossCoeff_E) +3333 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3334 +3335 * Segment 6 +3336 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 6) +3337 = HVDCCapacity(dt,isl) ; +3338 +3339 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 6) +3340 = 0.01 * (2 - (0.75*lossCoeff_C)) +3341 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3342 +3343 * Parameter for energy lambda loss model +3344 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3345 HVDCSentBreakPointMWLoss(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3346 +3347 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) > 1) +3348 = HVDCLossSegmentMW(dt,isl,bp-1) ; +3349 +3350 loop (dt,isl,bp) $ {(ord(bp) > 1) and (ord(bp) <= 7)} do +3351 HVDCSentBreakPointMWLoss(dt,isl,bp) +3352 = HVDClossScalingFactor(dt) +3353 * HVDCLossSegmentFactor(dt,isl,bp-1) +3354 * [ HVDCLossSegmentMW(dt,isl,bp-1) +3355 - HVDCSentBreakPointMWFlow(dt,isl,bp-1) ] +3356 + HVDCSentBreakPointMWLoss(dt,isl,bp-1) ; +3357 endloop ; +3358 +3359 * Parameter for energy+reserve lambda loss model +3360 +3361 * Ideally SO should use asymmetric loss curve +3362 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3363 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3364 and ( ord(rsbp) + ord(rsbp1) = 8)} +3365 , -HVDCSentBreakPointMWFlow(dt,isl1,rsbp1) ]; +3366 +3367 * SO decide to use symmetric loss curve instead +3368 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3369 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3370 , -HVDCSentBreakPointMWFlow(dt,isl,rsbp1) ]; +3371 +3372 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) +3373 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3374 = HVDCSentBreakPointMWFlow(dt,isl,rsbp-6) ; +3375 +3376 +3377 * Ideally SO should use asymmetric loss curve +3378 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3379 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3380 and ( ord(rsbp) + ord(rsbp1) = 8)} +3381 , HVDCSentBreakPointMWLoss(dt,isl1,rsbp1) ]; +3382 +3383 * SO decide to use symmetric loss curve instead +3384 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3385 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3386 , HVDCSentBreakPointMWLoss(dt,isl,rsbp1) ]; +3387 +3388 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) +3389 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3390 = HVDCSentBreakPointMWLoss(dt,isl,rsbp-6); +3391 +3392 * Parameter for lambda loss model end +3393 +3394 * Initialze parameters for NMIR project end ---------------------------------- +3395 +3396 +3397 * Initialise risk/reserve data for the current trade period start +3398 +3399 GenRisk(riskC) $ (ord(riskC) = 1) = yes ; +3400 HVDCrisk(riskC) $ (ord(riskC) = 2) = yes ; +3401 HVDCrisk(riskC) $ (ord(riskC) = 3) = yes ; +3402 ManualRisk(riskC) $ (ord(riskC) = 4) = yes ; +3403 GenRisk(riskC) $ (ord(riskC) = 5) = yes ; +3404 ManualRisk(riskC) $ (ord(riskC) = 6) = yes ; +3405 HVDCsecRisk(riskC) $ (ord(riskC) = 7) = yes ; +3406 HVDCsecRisk(riskC) $ (ord(riskC) = 8) = yes ; +3407 +3408 * Define the CE and ECE risk class set to support the different CE and ECE CVP +3409 ContingentEvents(riskC) $ (ord(riskC) = 1) = yes ; +3410 ContingentEvents(riskC) $ (ord(riskC) = 2) = yes ; +3411 ExtendedContingentEvent(riskC) $ (ord(riskC) = 3) = yes ; +3412 ContingentEvents(riskC) $ (ord(riskC) = 4) = yes ; +3413 ExtendedContingentEvent(riskC) $ (ord(riskC) = 5) = yes ; +3414 ExtendedContingentEvent(riskC) $ (ord(riskC) = 6) = yes ; +3415 ContingentEvents(riskC) $ (ord(riskC) = 7) = yes ; +3416 ExtendedContingentEvent(riskC) $ (ord(riskC) = 8) = yes ; +3417 +3418 * Risk parameters +3419 FreeReserve(dt,isl,resC,riskC) +3420 = riskParameter(dt,isl,resC,riskC,'freeReserve') +3421 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +3422 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(dt,isl1) +3423 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +3424 and (inputGDXGDate >= jdate(2016,10,20)) } +3425 ; +3426 +3427 IslandRiskAdjustmentFactor(dt,isl,resC,riskC) $ useReserveModel +3428 = riskParameter(dt,isl,resC,riskC,'adjustFactor') ; +3429 +3430 * HVDC rampup max - (6.5.1.2) - SPD version 12 +3431 HVDCpoleRampUp(dt,isl,resC,riskC) +3432 = riskParameter(dt,isl,resC,riskC,'HVDCRampUp') ; +3433 +3434 +3435 +3436 * Initialise market node constraint data for the current trading period +3437 MnodeConstraint(dt,MnodeCstr) +3438 $ { sum[ (offer(dt,o),resT,resC) +3439 $ { mnCstrEnrgFactors(dt,MnodeCstr,o) or +3440 mnCnstrResrvFactors(dt,MnodeCstr,o,resC,resT) +3441 }, 1 +3442 ] +3443 or +3444 sum[ (bid(dt,bd),resC) +3445 $ { mnCnstrEnrgBidFactors(dt,MnodeCstr,bd) or +3446 mnCnstrResrvBidFactors(dt,MnodeCstr,bd,resC) +3447 }, 1 +3448 ] +3449 } = yes ; +3450 +3451 MnodeConstraintSense(MnodeConstraint) +3452 = mnCnstrRHS(MnodeConstraint,'cnstrSense') ; +3453 +3454 MnodeConstraintLimit(MnodeConstraint) +3455 = mnCnstrRHS(MnodeConstraint,'cnstrLimit') ; +3456 +3457 +3458 * Generation Ramp Pre_processing ----------------------------------------------- +3459 +3460 * For PRICERESPONSIVEIG generators, The RTD RampRateUp is capped: (4.7.2.2) +3461 if studyMode = 101 or studyMode = 201 then +3462 RampRateUp(offer(dt,o)) $ { windOffer(offer) and priceResponsive(offer) } +3463 = Min[ RampRateUp(offer), rtdIgIncreaseLimit(dt)*60/intervalDuration ]; +3464 endif; +3465 +3466 * Need to initiate value for this parameters before it is used +3467 o_offerEnergy_TP(dt,o) = 0; +3468 +3469 +3470 * TN - Pivot or demand analysis begin +3473 * TN - Pivot or demand analysis begin end +3474 +3476 *===================================================================================== +3477 * 7. The vSPD solve loop +3478 *===================================================================================== +3479 if (studyMode = 101 or studyMode = 201, +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms +3481 *===================================================================================== +3482 * Name: vSPDsolve_RTP.gms +3483 * Function: First RTD solve to update island loss in order to +3484 * adjust node demand +3485 * A new development for Rea +3486 * Developed by: Electricity Authority, New Zealand +3487 * Source: https://github.com/ElectricityAuthority/vSPD +3488 * http://www.emi.ea.govt.nz/Tools/vSPD +3489 * Contact: Forum: http://www.emi.ea.govt.nz/forum/ +3490 * Email: emi@ea.govt.nz +3491 * Created on: 14 Jan 2022 +3492 +3493 *===================================================================================== +3494 +3495 * 7d. Solve Models First Time For Real Time Pricing +3496 *===================================================================================== +3497 * 7. The vSPD solve loop +3498 *===================================================================================== +3499 put_utility temp 'gdxin' / 'C:\vSPD\ElectricityAuthority\Programs\..\Input\\RTD_202209021535_21012022090335962_20220902153405.gdx' ; +3500 execute_load SPDLoadCalcLosses = i_dateTimeSPDLoadCalcLosses ; +3501 put_utility temp 'gdxin' ; +3502 +3503 unsolvedDT(dt) = yes; +3504 VSPDModel(dt) = 0 ; +3505 option clear = useBranchFlowMIP ; +3506 +3507 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +3508 exitLoop = 0; +3509 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +3510 +3511 * 7a. Reset all sets, parameters and variables ------------------------------- +3512 option clear = t ; +3513 * Generation variables +3514 option clear = GENERATION ; +3515 option clear = GENERATIONBLOCK ; +3516 option clear = GENERATIONUPDELTA ; +3517 option clear = GENERATIONDNDELTA ; +3518 * Purchase variables +3519 option clear = PURCHASE ; +3520 option clear = PURCHASEBLOCK ; +3521 * Network variables +3522 option clear = ACNODENETINJECTION ; +3523 option clear = ACNODEANGLE ; +3524 option clear = ACBRANCHFLOW ; +3525 option clear = ACBRANCHFLOWDIRECTED ; +3526 option clear = ACBRANCHLOSSESDIRECTED ; +3527 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +3528 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +3529 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +3530 option clear = HVDCLINKFLOW ; +3531 option clear = HVDCLINKLOSSES ; +3532 option clear = LAMBDA ; +3533 option clear = LAMBDAINTEGER ; +3534 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +3535 option clear = HVDCPOLEFLOW_INTEGER ; +3536 * Risk/Reserve variables +3537 option clear = RISKOFFSET ; +3538 option clear = HVDCREC ; +3539 option clear = ISLANDRISK ; +3540 option clear = RESERVEBLOCK ; +3541 option clear = RESERVE ; +3542 option clear = ISLANDRESERVE; +3543 * NMIR variables +3544 option clear = SHAREDNFR ; +3545 option clear = SHAREDRESERVE ; +3546 option clear = HVDCSENT ; +3547 option clear = RESERVESHAREEFFECTIVE ; +3548 option clear = RESERVESHARERECEIVED ; +3549 option clear = RESERVESHARESENT ; +3550 option clear = HVDCSENDING ; +3551 option clear = INZONE ; +3552 option clear = HVDCSENTINSEGMENT ; +3553 option clear = HVDCRESERVESENT ; +3554 option clear = HVDCSENTLOSS ; +3555 option clear = HVDCRESERVELOSS ; +3556 option clear = LAMBDAHVDCENERGY ; +3557 option clear = LAMBDAHVDCRESERVE ; +3558 option clear = RESERVESHAREPENALTY ; +3559 * Objective +3560 option clear = NETBENEFIT ; +3561 * Violation variables +3562 option clear = TOTALPENALTYCOST ; +3563 option clear = DEFICITBUSGENERATION ; +3564 option clear = SURPLUSBUSGENERATION ; +3565 option clear = DEFICITRESERVE_CE ; +3566 option clear = DEFICITRESERVE_ECE ; +3567 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +3568 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +3569 option clear = DEFICITRAMPRATE ; +3570 option clear = SURPLUSRAMPRATE ; +3571 option clear = DEFICITBRANCHFLOW ; +3572 option clear = SURPLUSBRANCHFLOW ; +3573 option clear = DEFICITMNODECONSTRAINT ; +3574 option clear = SURPLUSMNODECONSTRAINT ; +3575 +3576 option clear = SCARCITYCOST; +3577 option clear = ENERGYSCARCITYBLK ; +3578 option clear = ENERGYSCARCITYNODE; +3579 +3580 * Clear the pole circular branch flow flag +3581 option clear = circularBranchFlowExist ; +3582 option clear = poleCircularBranchFlowExist ; +3583 option clear = northHVDC ; +3584 option clear = southHVDC ; +3585 option clear = manualBranchSegmentMWFlow ; +3586 option clear = manualLossCalculation ; +3587 option clear = nonPhysicalLossExist ; +3588 option clear = modelSolved ; +3589 option clear = LPmodelSolved ; +3590 * Disconnected bus post-processing +3591 option clear = busGeneration ; +3592 option clear = busLoad ; +3593 option clear = busDisconnected ; +3594 option clear = busPrice ; +3595 +3596 +3597 * End reset +3598 +3599 +3600 * 7b. Initialise current trade period and model data ------------------------- +3601 t(dt) $ sequentialSolve = yes; +3602 t(dt1) $ (not sequentialSolve) = yes; +3603 +3604 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +3605 generationStart(offer(t(dt),o)) +3606 $ (sum[ o1, generationStart(dt,o1)] = 0) +3607 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +3608 + these are not used anymore + * Calculation of generation upper limits due to ramp rate limits + * Calculation 5.3.1.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeUp(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } + = Min[ intervalDuration , ( generationMaximum(offer) + - generationStart(offer) + ) / rampRateUp(offer) + ] ; + + * Calculation 5.3.1.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndUp(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; + + + * Calculation of generation lower limits due to ramp rate limits + + * Calculation 5.3.2.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeDown(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } + = Min[ intervalDuration, ( generationStart(offer) + - generationMinimum(offer) + ) / rampRateDown(offer) + ] ; + + * Calculation 5.3.2.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndDown(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = Max[ 0, generationStart(offer) + - rampRateDown(offer)*rampTimeDown(offer) ] ; +3644 * Additional pre-processing on parameters end +3645 +3646 +3647 * 7c. Updating the variable bounds before model solve ------------------------ +3648 +3649 * TN - Pivot or Demand Analysis - revise input data +3652 * TN - Pivot or Demand Analysis - revise input data end +3653 +3654 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +3655 +3656 * Offer blocks - Constraint 6.1.1.1 +3657 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +3658 = EnrgOfrMW(genOfrBlk) ; +3659 +3660 GENERATIONBLOCK.fx(t,o,blk) +3661 $ (not genOfrBlk(t,o,blk)) = 0 ; +3662 +3663 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +3664 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +3665 +3666 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +3667 GENERATION.up(offer(t,o)) +3668 $ { windOffer(offer) and priceResponsive(offer) } +3669 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +3670 +3671 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +3672 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3673 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +3674 +3675 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3676 = 0 $ [DemBidMW(t,bd,blk)>0]; +3677 +3678 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +3679 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3680 = 0 $ [DemBidMW(t,bd,blk)<0]; +3681 +3682 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3683 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +3684 +3685 PURCHASEBLOCK.fx(t,bd,blk) +3686 $ (not demBidBlk(t,bd,blk)) +3687 = 0 ; +3688 +3689 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +3690 +3691 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +3692 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +3693 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +3694 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +3695 +3696 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +3697 +3698 +3699 *======= HVDC TRANSMISSION EQUATIONS =========================================== +3700 +3701 * Ensure that variables used to specify flow and losses on HVDC link are +3702 * zero for AC branches and for open HVDC links. +3703 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3704 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3705 +3706 * Apply an upper bound on the weighting parameter based on its definition +3707 LAMBDA.up(branch,bp) = 1 ; +3708 +3709 * Ensure that the weighting factor value is zero for AC branches and for +3710 * invalid loss segments on HVDC links +3711 LAMBDA.fx(HVDClink,bp) +3712 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +3713 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +3714 +3715 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +3716 +3717 +3718 *======= AC TRANSMISSION EQUATIONS ============================================= +3719 +3720 * Ensure that variables used to specify flow and losses on AC branches are +3721 * zero for HVDC links branches and for open AC branches +3722 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +3723 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3724 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3725 +3726 * Ensure directed block flow and loss block variables are zero for +3727 * non-AC branches and invalid loss segments on AC branches +3728 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +3729 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3730 +3731 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +3732 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3733 +3734 +3735 * Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses +3736 * corresponding to the reference nodes and the HVDC nodes are set to zero +3737 ACNODEANGLE.fx(t,b) +3738 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +3739 +3740 *======= AC TRANSMISSION EQUATIONS END ========================================= +3741 +3742 +3743 *======= RISK & RESERVE EQUATIONS ============================================== +3744 +3745 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +3746 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +3747 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +3748 +3749 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +3750 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +3751 = ResOfrMW(resOfrBlk) ; +3752 +3753 * Fix the reserve variable for invalid reserve offers. These are offers that +3754 * are either not connected to the grid or have no reserve quantity offered. +3755 RESERVE.fx(t,o,resC,resT) +3756 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +3757 +3758 * NMIR project variables +3759 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3760 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3761 +3762 * (3.4.2.3) - SPD version 11.0 +3763 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +3764 +3765 * No forward reserve sharing if HVDC capacity is zero +3766 RESERVESHARESENT.fx(t,isl,resC,rd) +3767 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +3768 +3769 * No forward reserve sharing if reserve sharing is disabled +3770 RESERVESHARESENT.fx(t,isl,resC,rd) +3771 $ (reserveShareEnabled(t,resC)=0) = 0; +3772 +3773 * No reserve sharing to cover HVDC risk +3774 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +3775 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +3776 +3777 * (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled +3778 INZONE.fx(t,isl,resC,z) +3779 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +3780 +3781 * (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +3782 INZONE.fx(t,isl,resC,z) +3783 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +3784 +3785 * Fixing Lambda integer variable for energy sent +3786 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +3787 and (ord(bp) = 1) } = 1 ; +3788 +3789 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +3790 +3791 * To be reviewed NMIR +3792 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +3793 $ { (HVDCCapacity(t,isl) = 0) +3794 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +3795 +3796 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +3797 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +3798 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +3799 +3800 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +3801 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +3802 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3803 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +3804 $ (not reserveScarcityEnabled(t)) = 0; +3805 RESERVESHORTFALL.fx(t,isl,resC,riskC) +3806 $ (not reserveScarcityEnabled(t)) = 0; +3807 +3808 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +3809 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3810 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +3811 $ (not reserveScarcityEnabled(t)) = 0; +3812 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +3813 $ (not reserveScarcityEnabled(t)) = 0; +3814 +3815 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +3816 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3817 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +3818 $ (not reserveScarcityEnabled(t)) = 0; +3819 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +3820 $ (not reserveScarcityEnabled(t)) = 0; +3821 ; +3822 +3823 +3824 *======= RISK & RESERVE EQUATIONS END ========================================== +3825 +3826 +3827 * Updating the variable bounds before model solve end +3828 +3829 +3830 * 7d. Solve Models +3831 * Solve the LP model --------------------------------------------------------- +3832 if( (Sum[t, VSPDModel(t)] = 0), +3833 +3834 if( UseShareReserve, +3835 option bratio = 1 ; +3836 vSPD_NMIR.Optfile = 1 ; +3837 vSPD_NMIR.optcr = MIPOptimality ; +3838 vSPD_NMIR.reslim = MIPTimeLimit ; +3839 vSPD_NMIR.iterlim = MIPIterationLimit ; +3840 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3841 * Set the model solve status +3842 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3843 or (vSPD_NMIR.modelstat = 8) ) +3844 and ( vSPD_NMIR.solvestat = 1 ) } ; +3845 else +3846 option bratio = 1 ; +3847 vSPD.reslim = LPTimeLimit ; +3848 vSPD.iterlim = LPIterationLimit ; +3849 solve vSPD using lp maximizing NETBENEFIT ; +3850 * Set the model solve status +3851 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3852 ) +3853 +3854 * Post a progress message to the console and for use by EMI. +3855 if((ModelSolved = 1) and (sequentialSolve = 0), +3856 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 ' +3857 'is 1st solved successfully.'/ +3858 'Objective function value: ' +3859 NETBENEFIT.l:<15:4 / +3860 'Violation Cost : ' +3861 TOTALPENALTYCOST.l:<15:4 / +3862 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +3863 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 ' +3864 'is 1st solved unsuccessfully.'/ +3865 ) ; +3866 +3867 if((ModelSolved = 1) and (sequentialSolve = 1), +3868 loop(t, +3869 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ') ' +3870 'is 1st solved successfully.'/ +3871 'Objective function value: ' +3872 NETBENEFIT.l:<15:4 / +3873 'Violations cost : ' +3874 TOTALPENALTYCOST.l:<15:4 / +3875 ) ; +3876 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +3877 loop(t, +3878 unsolvedDT(t) = no; +3879 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ') ' +3880 'is 1st solved unsuccessfully.'/ +3881 ) ; +3882 +3883 ) ; +3884 * Solve the LP model end ----------------------------------------------------- +3885 +3886 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +3887 elseif (Sum[t, VSPDModel(t)] = 1), +3888 * Fix the values of these integer variables that are not needed +3889 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +3890 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +3891 +3892 * Fix the integer AC branch flow variable to zero for invalid branches +3893 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +3894 $ (not branch(t,br)) = 0 ; +3895 +3896 * Apply an upper bound on the integer weighting parameter +3897 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +3898 +3899 * Ensure that the weighting factor value is zero for AC branches +3900 * and for invalid loss segments on HVDC links +3901 LAMBDAINTEGER.fx(branch(t,br),bp) +3902 $ { ACbranch(branch) +3903 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +3904 } = 0 ; +3905 +3906 * Fix the lambda integer variable to zero for invalid branches +3907 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +3908 +3909 option bratio = 1 ; +3910 vSPD_BranchFlowMIP.Optfile = 1 ; +3911 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +3912 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +3913 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +3914 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +3915 * Set the model solve status +3916 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +3917 (vSPD_BranchFlowMIP.modelstat = 8) +3918 ] +3919 and +3920 [ vSPD_BranchFlowMIP.solvestat = 1 ] +3921 } ; +3922 +3923 * Post a progress message for use by EMI. +3924 if(ModelSolved = 1, +3925 +3926 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +3927 SOS1_solve(t) = yes; +3928 +3929 loop(t, +3930 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ') ' +3931 'is 1st solved successfully for branch integer.'/ +3932 'Objective function value: ' +3933 NETBENEFIT.l:<15:4 / +3934 'Violations cost : ' +3935 TOTALPENALTYCOST.l:<15:4 / +3936 ) ; +3937 else +3938 loop(t, +3939 unsolvedDT(t) = yes; +3940 VSPDModel(t) = 2; +3941 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ') ' +3942 'is 1st solved unsuccessfully for branch integer.'/ +3943 ) ; +3944 ) ; +3945 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +3946 +3947 +3948 +3949 * Solve the LP model and stop ------------------------------------------------ +3950 elseif (Sum[t, VSPDModel(t)] = 2), +3951 +3952 if( UseShareReserve, +3953 option bratio = 1 ; +3954 vSPD_NMIR.Optfile = 1 ; +3955 vSPD_NMIR.optcr = MIPOptimality ; +3956 vSPD_NMIR.reslim = MIPTimeLimit ; +3957 vSPD_NMIR.iterlim = MIPIterationLimit ; +3958 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3959 * Set the model solve status +3960 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3961 or (vSPD_NMIR.modelstat = 8) ) +3962 and ( vSPD_NMIR.solvestat = 1 ) } ; +3963 else +3964 option bratio = 1 ; +3965 vSPD.reslim = LPTimeLimit ; +3966 vSPD.iterlim = LPIterationLimit ; +3967 solve vSPD using lp maximizing NETBENEFIT ; +3968 * Set the model solve status +3969 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3970 ) +3971 +3972 * Post a progress message for use by EMI. +3973 if( ModelSolved = 1, +3974 loop(t, +3975 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ')' +3976 ' integer resolve was unsuccessful.' / +3977 'Reverting back to linear solve and ' +3978 'solve successfully. ' / +3979 'Objective function value: ' +3980 NETBENEFIT.l:<15:4 / +3981 'Violations cost : ' +3982 TOTALPENALTYCOST.l:<15:4 / +3983 'Solution may have circulating flows ' +3984 'and/or non-physical losses.' / +3985 ) ; +3986 else +3987 loop(t, +3988 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl +3989 ') integer solve was unsuccessful. ' +3990 'Reverting back to linear solve. ' +3991 'Linear solve unsuccessful.' / +3992 ) ; +3993 ) ; +3994 +3995 unsolvedDT(t) = no; +3996 +3997 * Solve the LP model and stop end -------------------------------------------- +3998 +3999 ) ; +4000 * Solve the models end +4001 +4002 +4003 +4004 * 6e. Check if the LP results are valid -------------------------------------- +4005 if((ModelSolved = 1), +4006 useBranchFlowMIP(t) = 0 ; +4007 * Check if there is no branch circular flow and non-physical losses +4008 Loop( t $ (VSPDModel(t)=0) , +4009 +4010 * Check if there are circulating branch flows on loss AC branches +4011 circularBranchFlowExist(ACbranch(t,br)) +4012 $ { LossBranch(ACbranch) and +4013 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4014 - abs(ACBRANCHFLOW.l(ACbranch)) +4015 ) > circularBranchFlowTolerance +4016 ] +4017 } = 1 ; +4018 +4019 * Determine the circular branch flow flag on each HVDC pole +4020 TotalHVDCpoleFlow(t,pole) +4021 = sum[ br $ HVDCpoleBranchMap(pole,br) +4022 , HVDCLINKFLOW.l(t,br) ] ; +4023 +4024 MaxHVDCpoleFlow(t,pole) +4025 = smax[ br $ HVDCpoleBranchMap(pole,br) +4026 , HVDCLINKFLOW.l(t,br) ] ; +4027 +4028 poleCircularBranchFlowExist(t,pole) +4029 $ { ( TotalHVDCpoleFlow(t,pole) +4030 - MaxHVDCpoleFlow(t,pole) +4031 ) > circularBranchFlowTolerance +4032 } = 1 ; +4033 +4034 * Check if there are circulating branch flows on HVDC +4035 NorthHVDC(t) +4036 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4037 busIsland(t,b,isl) and +4038 HVDClinkSendingBus(t,br,b) and +4039 HVDClink(t,br) +4040 }, HVDCLINKFLOW.l(t,br) +4041 ] ; +4042 +4043 SouthHVDC(t) +4044 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4045 busIsland(t,b,isl) and +4046 HVDClinkSendingBus(t,br,b) and +4047 HVDClink(t,br) +4048 }, HVDCLINKFLOW.l(t,br) +4049 ] ; +4050 +4051 circularBranchFlowExist(t,br) +4052 $ { HVDClink(t,br) and LossBranch(t,br) and +4053 (NorthHVDC(t) > circularBranchFlowTolerance) and +4054 (SouthHVDC(t) > circularBranchFlowTolerance) +4055 } = 1 ; +4056 +4057 * Check if there are non-physical losses on HVDC links +4058 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4059 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4060 and validLossSegment(t,br,los,fd) } +4061 = Min[ Max( 0, +4062 [ abs(HVDCLINKFLOW.l(HVDClink)) +4063 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4064 ] +4065 ), +4066 ( LossSegmentMW(HVDClink,los,fd) +4067 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4068 ) +4069 ] ; +4070 +4071 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4072 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4073 , LossSegmentFactor(HVDClink,los,fd) +4074 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4075 ] ; +4076 +4077 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4078 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4079 - ManualLossCalculation(HVDClink) +4080 ) > NonPhysicalLossTolerance +4081 } = 1 ; +4082 +4083 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4084 * and non-physical loss branches exceeds the specified tolerance +4085 useBranchFlowMIP(t) +4086 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4087 , resolveCircularBranchFlows +4088 * circularBranchFlowExist(t,br) +4089 ] +4090 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4091 , resolveCircularBranchFlows +4092 * circularBranchFlowExist(t,br) +4093 + resolveHVDCnonPhysicalLosses +4094 * NonPhysicalLossExist(t,br) +4095 ] +4096 + sum[ pole, resolveCircularBranchFlows +4097 * poleCircularBranchFlowExist(t,pole) +4098 ] +4099 ) > UseBranchFlowMIPTolerance +4100 } = 1 ; +4101 +4102 * Check if there is no branch circular flow and non-physical losses end +4103 ); +4104 +4105 * A period is unsolved if MILP model is required +4106 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4107 +4108 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4109 loop( unsolvedDT(t), +4110 if( UseBranchFlowMIP(t) >= 1, +4111 VSPDModel(t) = 1; +4112 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 requires a ' +4113 'vSPD_BranchFlowMIP resolve for period ' +4114 t.tl '. Switching Vectorisation OFF.'/ +4115 ) ; +4116 +4117 ) ; +4118 +4119 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4120 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4121 +4122 * Check if the LP results are valid end +4123 ) ; +4124 +4125 * End of the solve vSPD loop +4126 ] ; +4127 * End of the While loop +4128 ); +4129 +4130 +4131 * Real Time Pricing - Second RTD load calculation +4132 +4133 * Calculate Island-level MW losses used to calculate the Island-level load +4134 * forecast from the InputIPS and the IslandPSD. +4135 * 2nd solve loop --> SystemLosses as calculated in section 8.1' +4136 LoadCalcLosses(t,isl) +4137 = Sum[ (br,frB,toB) +4138 $ { ACbranch(t,br) and busIsland(t,toB,isl) +4139 and branchBusDefn(t,br,frB,toB) +4140 }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] +4141 + branchFixedLoss(t,br) +4142 ] +4143 +4144 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4145 branchBusDefn(t,br,frB,toB) and +4146 ( busIsland(t,toB,isl) or +4147 busIsland(t,frB,isl) +4148 ) +4149 }, 0.5 * branchFixedLoss(t,br) +4150 ] +4151 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4152 branchBusDefn(t,br,frB,toB) and +4153 busIsland(t,toB,isl) and +4154 (not (busIsland(t,frB,isl))) +4155 }, HVDCLINKLOSSES.l(t,br) +4156 ] +4157 ; +4158 +4159 * Check if vSPD LoadCalcLosses = SPD LoadCalcLosses +4160 * if not, let's just use SPD LoadCalcLosses +4161 loop ( (t,isl), +4162 if ( ( SPDLoadCalcLosses(t,isl) > 0 ) +4163 and ( abs( SPDLoadCalcLosses(t,isl)-LoadCalcLosses(t,isl) )>0.001 ) , +4164 +4165 putclose rep 'Recalulated losses for ' isl.tl ' are different ' +4166 'between vSPD (' LoadCalcLosses(t,isl):<7:4 +4167 ') and SPD (' SPDLoadCalcLosses(t,isl):<7:4 +4168 '). We use SPD number instead' / ; +4169 LoadCalcLosses(t,isl) = SPDLoadCalcLosses(t,isl) ; +4170 +4171 ); +4172 ); +4173 +4174 +4175 * Calculate first target total load [4.10.6.5] +4176 * Island-level MW load forecast. For the second loop: +4177 * replace LoadCalcLosses(tp,isl) = islandLosses(tp,isl); +4178 TargetTotalLoad(t,isl) = islandMWIPS(t,isl) +4179 + islandPDS(t,isl) +4180 - LoadCalcLosses(t,isl) ; +4181 +4182 * Flag if estimate load is scalable [4.10.6.7] +4183 * Binary value. If True then ConformingFactor load MW will be scaled in order to +4184 * calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +4185 * assigned directly to EstimatedInitialLoad +4186 EstLoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4187 and (ConformingFactor(t,n) > 0) } ; +4188 +4189 * Calculate estimate non-scalable load 4.10.6.8] +4190 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for a +4191 * conforming Pnode this will be the ConformingFactor MW input if that value is +4192 * negative, otherwise it will be zero +4193 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 1 ) = NonConformingLoad(t,n); +4194 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 0 ) = ConformingFactor(t,n); +4195 EstNonScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = 0; +4196 +4197 * Calculate estimate scalable load [4.10.6.10] +4198 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +4199 * this value will be the ConformingFactor if it is non-negative, otherwise this +4200 * value will be zero' +4201 EstScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = ConformingFactor(t,n); +4202 +4203 +4204 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +4205 * in order to calculate EstimatedInitialLoad +4206 EstScalingFactor(t,isl) +4207 = (islandMWIPS(t,isl) - LoadCalcLosses(t,isl) +4208 - Sum[ n $ nodeIsland(t,n,isl), EstNonScalableLoad(t,n) ] +4209 ) / Sum[ n $ nodeIsland(t,n,isl), EstScalableLoad(t,n) ] +4210 +4211 ; +4212 +4213 * Calculate estimate initial load [4.10.6.6] +4214 * Calculated estimate of initial MW load, available to be used as an +4215 * alternative to InputInitialLoad +4216 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) +4217 = ConformingFactor(t,n) * Sum[ isl $ nodeisland(t,n,isl) +4218 , EstScalingFactor(t,isl)] ; +4219 * TN- There is a bug in this equarion +4220 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 0 ) +4221 * = NonConformingLoad(t,n); +4222 = EstNonScalableLoad(t,n); +4223 +4224 * Calculate initial load [4.10.6.2] +4225 * Value that represents the Pnode load MW at the start of the solution +4226 * interval. Depending on the inputs this value will be either actual load, +4227 * an operator applied override or an estimated initial load +4228 InitialLoad(t,n) = InputInitialLoad(t,n); +4229 InitialLoad(t,n) $ { (LoadIsOverride(t,n) = 0) +4230 and ( (useActualLoad(t) = 0) +4231 or (LoadIsBad(t,n) = 1) ) +4232 } = EstimatedInitialLoad(t,n) ; +4233 +4234 * Flag if load is scalable [4.10.6.4] +4235 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +4236 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +4237 * assigned to RequiredLoad +4238 LoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4239 and (LoadIsOverride(t,n) = 0) +4240 and (InitialLoad(t,n) >= 0) } ; +4241 +4242 * Calculate Island-level scaling factor [4.10.6.3] +4243 * --> applied to InitialLoad in order to calculate RequiredLoad +4244 LoadScalingFactor(t,isl) +4245 = ( TargetTotalLoad(t,isl) +4246 - Sum[ n $ { nodeIsland(t,n,isl) +4247 and (LoadIsScalable(t,n) = 0) }, InitialLoad(t,n) ] +4248 ) / Sum[ n $ { nodeIsland(t,n,isl) +4249 and (LoadIsScalable(t,n) = 1) }, InitialLoad(t,n) ] +4250 ; +4251 +4252 * Calculate RequiredLoad [4.10.6.1] +4253 RequiredLoad(t,n) $ LoadIsScalable(t,n) +4254 = InitialLoad(t,n) * sum[ isl $ nodeisland(t,n,isl) +4255 , LoadScalingFactor(t,isl) ]; +4256 +4257 RequiredLoad(t,n) $ (LoadIsScalable(t,n) = 0) = InitialLoad(t,n); +4258 +4259 RequiredLoad(t,n) = RequiredLoad(t,n) +4260 + [instructedloadshed(t,n) $ instructedshedactive(t,n)] ; +4261 +4262 +4263 * Recalculate energy scarcity limits ------------------------------------------- +4264 ScarcityEnrgLimit(t,n,blk) = 0 ; +4265 +4266 ScarcityEnrgLimit(t,n,blk) $ energyScarcityEnabled(t) +4267 = scarcityEnrgNodeLimit(t,n,blk); +4268 +4269 ScarcityEnrgLimit(t,n,blk) +4270 $ { energyScarcityEnabled(t) +4271 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4272 and (RequiredLoad(t,n) > 0) +4273 } +4274 = scarcityEnrgNodeFactor(t,n,blk) * RequiredLoad(t,n); +4275 +4276 ScarcityEnrgLimit(t,n,blk) +4277 $ { energyScarcityEnabled(t) +4278 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4279 and (RequiredLoad(t,n) > 0) +4280 } +4281 = scarcityEnrgNationalFactor(t,blk) * RequiredLoad(t,n); +4282 *------------------------------------------------------------------------------- +4283 +4284 +4285 +4286 * Update Free Reserve and SharedNFRmax +4287 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.1.2) +4288 sharedNFRLoad(t,isl) +4289 = sum[ nodeIsland(t,n,isl), RequiredLoad(t,n)] +4290 + sum[ (bd,blk) $ bidIsland(t,bd,isl), DemBidMW(t,bd,blk) ] +4291 - sharedNFRLoadOffset(t,isl) ; +4292 +4293 sharedNFRMax(t,isl) = Min{ RMTReserveLimitTo(t,isl,'FIR'), +4294 sharedNFRFactor(t)*sharedNFRLoad(t,isl) } ; +4295 +4296 * Risk parameters +4297 FreeReserve(t,isl,resC,riskC) +4298 = riskParameter(t,isl,resC,riskC,'freeReserve') +4299 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +4300 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(t,isl1) +4301 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +4302 and (inputGDXGDate >= jdate(2016,10,20)) } +4303 ; +4304 +4305 * 6.5.2.3 Total shared NFR is capped by shared NFR max +4306 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4307 +4308 *); +4309 +4310 +4311 +4312 ) ; +4313 +4314 +4315 unsolvedDT(dt) = yes; +4316 VSPDModel(dt) = 0 ; +4317 option clear = useBranchFlowMIP ; +4318 +4319 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +4320 exitLoop = 0; +4321 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +4322 +4323 * 7a. Reset all sets, parameters and variables ------------------------------- +4324 option clear = t ; +4325 * Generation variables +4326 option clear = GENERATION ; +4327 option clear = GENERATIONBLOCK ; +4328 option clear = GENERATIONUPDELTA ; +4329 option clear = GENERATIONDNDELTA ; +4330 * Purchase variables +4331 option clear = PURCHASE ; +4332 option clear = PURCHASEBLOCK ; +4333 * Network variables +4334 option clear = ACNODENETINJECTION ; +4335 option clear = ACNODEANGLE ; +4336 option clear = ACBRANCHFLOW ; +4337 option clear = ACBRANCHFLOWDIRECTED ; +4338 option clear = ACBRANCHLOSSESDIRECTED ; +4339 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +4340 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +4341 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +4342 option clear = HVDCLINKFLOW ; +4343 option clear = HVDCLINKLOSSES ; +4344 option clear = LAMBDA ; +4345 option clear = LAMBDAINTEGER ; +4346 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +4347 option clear = HVDCPOLEFLOW_INTEGER ; +4348 * Risk/Reserve variables +4349 option clear = RISKOFFSET ; +4350 option clear = HVDCREC ; +4351 option clear = ISLANDRISK ; +4352 option clear = RESERVEBLOCK ; +4353 option clear = RESERVE ; +4354 option clear = ISLANDRESERVE; +4355 * NMIR variables +4356 option clear = SHAREDNFR ; +4357 option clear = SHAREDRESERVE ; +4358 option clear = HVDCSENT ; +4359 option clear = RESERVESHAREEFFECTIVE ; +4360 option clear = RESERVESHARERECEIVED ; +4361 option clear = RESERVESHARESENT ; +4362 option clear = HVDCSENDING ; +4363 option clear = INZONE ; +4364 option clear = HVDCSENTINSEGMENT ; +4365 option clear = HVDCRESERVESENT ; +4366 option clear = HVDCSENTLOSS ; +4367 option clear = HVDCRESERVELOSS ; +4368 option clear = LAMBDAHVDCENERGY ; +4369 option clear = LAMBDAHVDCRESERVE ; +4370 option clear = RESERVESHAREPENALTY ; +4371 * Objective +4372 option clear = NETBENEFIT ; +4373 * Violation variables +4374 option clear = TOTALPENALTYCOST ; +4375 option clear = DEFICITBUSGENERATION ; +4376 option clear = SURPLUSBUSGENERATION ; +4377 option clear = DEFICITRESERVE_CE ; +4378 option clear = DEFICITRESERVE_ECE ; +4379 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +4380 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +4381 option clear = DEFICITRAMPRATE ; +4382 option clear = SURPLUSRAMPRATE ; +4383 option clear = DEFICITBRANCHFLOW ; +4384 option clear = SURPLUSBRANCHFLOW ; +4385 option clear = DEFICITMNODECONSTRAINT ; +4386 option clear = SURPLUSMNODECONSTRAINT ; +4387 +4388 option clear = SCARCITYCOST; +4389 option clear = ENERGYSCARCITYBLK ; +4390 option clear = ENERGYSCARCITYNODE; +4391 +4392 option clear = RESERVESHORTFALLBLK; +4393 option clear = RESERVESHORTFALL; +4394 option clear = RESERVESHORTFALLUNITBLK; +4395 option clear = RESERVESHORTFALLUNIT; +4396 option clear = RESERVESHORTFALLGROUPBLK; +4397 option clear = RESERVESHORTFALLGROUP; +4398 +4399 * Clear the pole circular branch flow flag +4400 option clear = circularBranchFlowExist ; +4401 option clear = poleCircularBranchFlowExist ; +4402 option clear = northHVDC ; +4403 option clear = southHVDC ; +4404 option clear = manualBranchSegmentMWFlow ; +4405 option clear = manualLossCalculation ; +4406 option clear = nonPhysicalLossExist ; +4407 option clear = modelSolved ; +4408 option clear = LPmodelSolved ; +4409 * Disconnected bus post-processing +4410 option clear = busGeneration ; +4411 option clear = busLoad ; +4412 option clear = busDisconnected ; +4413 option clear = busPrice ; +4414 +4415 +4416 * End reset +4417 +4418 +4419 * 7b. Initialise current trade period and model data ------------------------- +4420 t(dt) $ sequentialSolve = yes; +4421 t(dt1) $ (not sequentialSolve) = yes; +4422 +4423 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +4424 generationStart(offer(t(dt),o)) +4425 $ (sum[ o1, generationStart(dt,o1)] = 0) +4426 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +4427 +4428 * Additional pre-processing on parameters end +4429 +4430 +4431 * 7c. Updating the variable bounds before model solve ------------------------ +4432 +4433 * TN - Pivot or Demand Analysis - revise input data +4436 * TN - Pivot or Demand Analysis - revise input data end +4437 +4438 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +4439 +4440 * Offer blocks - Constraint 6.1.1.1 +4441 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +4442 = EnrgOfrMW(genOfrBlk) ; +4443 +4444 GENERATIONBLOCK.fx(t,o,blk) +4445 $ (not genOfrBlk(t,o,blk)) = 0 ; +4446 +4447 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +4448 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +4449 +4450 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +4451 GENERATION.up(offer(t,o)) +4452 $ { windOffer(offer) and priceResponsive(offer) } +4453 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +4454 +4455 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +4456 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +4457 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +4458 +4459 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4460 = 0 $ [DemBidMW(t,bd,blk)>0]; +4461 +4462 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +4463 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) $ [DemBidMW(t,bd,blk)<0] = 0; +4464 +4465 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4466 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +4467 +4468 PURCHASEBLOCK.fx(t,bd,blk) +4469 $ (not demBidBlk(t,bd,blk)) +4470 = 0 ; +4471 +4472 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +4473 +4474 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +4475 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +4476 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +4477 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +4478 +4479 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +4480 +4481 +4482 *======= HVDC TRANSMISSION EQUATIONS =========================================== +4483 +4484 * Ensure that variables used to specify flow and losses on HVDC link are +4485 * zero for AC branches and for open HVDC links. +4486 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4487 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4488 +4489 * Apply an upper bound on the weighting parameter based on its definition +4490 LAMBDA.up(branch,bp) = 1 ; +4491 +4492 * Ensure that the weighting factor value is zero for AC branches and for +4493 * invalid loss segments on HVDC links +4494 LAMBDA.fx(HVDClink,bp) +4495 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +4496 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +4497 +4498 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +4499 +4500 +4501 *======= AC TRANSMISSION EQUATIONS ============================================= +4502 +4503 * Ensure that variables used to specify flow and losses on AC branches are +4504 * zero for HVDC links branches and for open AC branches +4505 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +4506 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4507 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4508 +4509 * Ensure directed block flow and loss block variables are zero for +4510 * non-AC branches and invalid loss segments on AC branches +4511 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +4512 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4513 +4514 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +4515 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4516 +4517 +4518 * Constraint 6.4.1.10 - Ensure that the bus voltage angle for the buses +4519 * corresponding to the reference nodes are set to zero +4520 ACNODEANGLE.fx(t,b) +4521 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +4522 +4523 *======= AC TRANSMISSION EQUATIONS END ========================================= +4524 +4525 +4526 *======= RISK & RESERVE EQUATIONS ============================================== +4527 +4528 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +4529 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +4530 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +4531 +4532 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +4533 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +4534 = ResOfrMW(resOfrBlk) ; +4535 +4536 * Fix the reserve variable for invalid reserve offers. These are offers that +4537 * are either not connected to the grid or have no reserve quantity offered. +4538 RESERVE.fx(t,o,resC,resT) +4539 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +4540 +4541 * NMIR project variables +4542 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4543 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4544 +4545 * Total shared NFR is capped by shared NFR max(6.5.2.3) +4546 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4547 +4548 * No forward reserve sharing if HVDC capacity is zero +4549 RESERVESHARESENT.fx(t,isl,resC,rd) +4550 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +4551 +4552 * No forward reserve sharing if reserve sharing is disabled +4553 RESERVESHARESENT.fx(t,isl,resC,rd) +4554 $ (reserveShareEnabled(t,resC)=0) = 0; +4555 +4556 * No reserve sharing to cover HVDC risk +4557 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +4558 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +4559 +4560 * (6.5.2.16) - SPD version 11 - no RP zone if reserve round power disabled +4561 INZONE.fx(t,isl,resC,z) +4562 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +4563 +4564 * (6.5.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +4565 INZONE.fx(t,isl,resC,z) +4566 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +4567 +4568 * Fixing Lambda integer variable for energy sent +4569 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +4570 and (ord(bp) = 1) } = 1 ; +4571 +4572 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +4573 +4574 * To be reviewed NMIR +4575 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +4576 $ { (HVDCCapacity(t,isl) = 0) +4577 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +4578 +4579 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +4580 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +4581 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +4582 +4583 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +4584 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +4585 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4586 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +4587 $ (not reserveScarcityEnabled(t)) = 0; +4588 RESERVESHORTFALL.fx(t,isl,resC,riskC) +4589 $ (not reserveScarcityEnabled(t)) = 0; +4590 +4591 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +4592 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4593 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +4594 $ (not reserveScarcityEnabled(t)) = 0; +4595 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +4596 $ (not reserveScarcityEnabled(t)) = 0; +4597 +4598 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +4599 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4600 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +4601 $ (not reserveScarcityEnabled(t)) = 0; +4602 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +4603 $ (not reserveScarcityEnabled(t)) = 0; +4604 ; +4605 +4606 +4607 *======= RISK & RESERVE EQUATIONS END ========================================== +4608 +4609 +4610 * Updating the variable bounds before model solve end +4611 +4612 +4613 * 7d. Solve Models +4614 +4615 * Solve the LP model --------------------------------------------------------- +4616 if( (Sum[t, VSPDModel(t)] = 0), +4617 +4618 if( UseShareReserve, +4619 option bratio = 1 ; +4620 vSPD_NMIR.Optfile = 1 ; +4621 vSPD_NMIR.optcr = MIPOptimality ; +4622 vSPD_NMIR.reslim = MIPTimeLimit ; +4623 vSPD_NMIR.iterlim = MIPIterationLimit ; +4624 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4625 * Set the model solve status +4626 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4627 or (vSPD_NMIR.modelstat = 8) ) +4628 and ( vSPD_NMIR.solvestat = 1 ) } ; +4629 else +4630 option bratio = 1 ; +4631 vSPD.reslim = LPTimeLimit ; +4632 vSPD.iterlim = LPIterationLimit ; +4633 solve vSPD using lp maximizing NETBENEFIT ; +4634 * Set the model solve status +4635 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4636 ) +4637 +4638 * Post a progress message to the console and for use by EMI. +4639 if((ModelSolved = 1) and (sequentialSolve = 0), +4640 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 ' +4641 'is solved successfully.'/ +4642 'Objective function value: ' +4643 NETBENEFIT.l:<15:4 / +4644 'Violation Cost : ' +4645 TOTALPENALTYCOST.l:<15:4 / +4646 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +4647 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 ' +4648 'is solved unsuccessfully.'/ +4649 ) ; +4650 +4651 if((ModelSolved = 1) and (sequentialSolve = 1), +4652 loop(t, +4653 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ') ' +4654 'is solved successfully.'/ +4655 'Objective function value: ' +4656 NETBENEFIT.l:<15:4 / +4657 'Violations cost : ' +4658 TOTALPENALTYCOST.l:<15:4 / +4659 ) ; +4660 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +4661 loop(t, +4662 unsolvedDT(t) = no; +4663 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ') ' +4664 'is solved unsuccessfully.'/ +4665 ) ; +4666 +4667 ) ; +4668 * Solve the LP model end ----------------------------------------------------- +4669 +4670 +4671 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +4672 elseif (Sum[t, VSPDModel(t)] = 1), +4673 * Fix the values of these integer variables that are not needed +4674 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +4675 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +4676 +4677 * Fix the integer AC branch flow variable to zero for invalid branches +4678 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +4679 $ (not branch(t,br)) = 0 ; +4680 +4681 * Apply an upper bound on the integer weighting parameter +4682 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +4683 +4684 * Ensure that the weighting factor value is zero for AC branches +4685 * and for invalid loss segments on HVDC links +4686 LAMBDAINTEGER.fx(branch(t,br),bp) +4687 $ { ACbranch(branch) +4688 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +4689 } = 0 ; +4690 +4691 * Fix the lambda integer variable to zero for invalid branches +4692 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +4693 +4694 option bratio = 1 ; +4695 vSPD_BranchFlowMIP.Optfile = 1 ; +4696 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +4697 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +4698 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +4699 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +4700 * Set the model solve status +4701 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +4702 (vSPD_BranchFlowMIP.modelstat = 8) +4703 ] +4704 and +4705 [ vSPD_BranchFlowMIP.solvestat = 1 ] +4706 } ; +4707 +4708 * Post a progress message for use by EMI. +4709 if(ModelSolved = 1, +4710 +4711 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +4712 SOS1_solve(t) = yes; +4713 +4714 loop(t, +4715 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ') ' +4716 'is solved successfully for branch integer.'/ +4717 'Objective function value: ' +4718 NETBENEFIT.l:<15:4 / +4719 'Violations cost : ' +4720 TOTALPENALTYCOST.l:<15:4 / +4721 ) ; +4722 else +4723 loop(t, +4724 unsolvedDT(t) = yes; +4725 VSPDModel(t) = 2; +4726 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ') ' +4727 'is solved unsuccessfully for branch integer.'/ +4728 ) ; +4729 ) ; +4730 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +4731 +4732 +4733 * Solve the LP model and stop ------------------------------------------------ +4734 elseif (Sum[t, VSPDModel(t)] = 2), +4735 +4736 if( UseShareReserve, +4737 option bratio = 1 ; +4738 vSPD_NMIR.Optfile = 1 ; +4739 vSPD_NMIR.optcr = MIPOptimality ; +4740 vSPD_NMIR.reslim = MIPTimeLimit ; +4741 vSPD_NMIR.iterlim = MIPIterationLimit ; +4742 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4743 * Set the model solve status +4744 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4745 or (vSPD_NMIR.modelstat = 8) ) +4746 and ( vSPD_NMIR.solvestat = 1 ) } ; +4747 else +4748 option bratio = 1 ; +4749 vSPD.reslim = LPTimeLimit ; +4750 vSPD.iterlim = LPIterationLimit ; +4751 solve vSPD using lp maximizing NETBENEFIT ; +4752 * Set the model solve status +4753 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4754 ) +4755 +4756 * Post a progress message for use by EMI. +4757 if( ModelSolved = 1, +4758 loop(t, +4759 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl ')' +4760 ' integer resolve was unsuccessful.' / +4761 'Reverting back to linear solve and ' +4762 'solve successfully. ' / +4763 'Objective function value: ' +4764 NETBENEFIT.l:<15:4 / +4765 'Violations cost : ' +4766 TOTALPENALTYCOST.l:<15:4 / +4767 'Solution may have circulating flows ' +4768 'and/or non-physical losses.' / +4769 ) ; +4770 else +4771 loop(t, +4772 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 (' t.tl +4773 ') integer solve was unsuccessful. ' +4774 'Reverting back to linear solve. ' +4775 'Linear solve unsuccessful.' / +4776 ) ; +4777 ) ; +4778 +4779 unsolvedDT(t) = no; +4780 +4781 * Solve the LP model and stop end -------------------------------------------- +4782 +4783 ) ; +4784 * Solve the models end +4785 +4786 +4787 +4788 * 6e. Check if the LP results are valid -------------------------------------- +4789 if((ModelSolved = 1), +4790 useBranchFlowMIP(t) = 0 ; +4791 * Check if there is no branch circular flow and non-physical losses +4792 Loop( t $ (VSPDModel(t)=0) , +4793 +4794 * Check if there are circulating branch flows on loss AC branches +4795 circularBranchFlowExist(ACbranch(t,br)) +4796 $ { LossBranch(ACbranch) and +4797 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4798 - abs(ACBRANCHFLOW.l(ACbranch)) +4799 ) > circularBranchFlowTolerance +4800 ] +4801 } = 1 ; +4802 +4803 * Determine the circular branch flow flag on each HVDC pole +4804 TotalHVDCpoleFlow(t,pole) +4805 = sum[ br $ HVDCpoleBranchMap(pole,br) +4806 , HVDCLINKFLOW.l(t,br) ] ; +4807 +4808 MaxHVDCpoleFlow(t,pole) +4809 = smax[ br $ HVDCpoleBranchMap(pole,br) +4810 , HVDCLINKFLOW.l(t,br) ] ; +4811 +4812 poleCircularBranchFlowExist(t,pole) +4813 $ { ( TotalHVDCpoleFlow(t,pole) +4814 - MaxHVDCpoleFlow(t,pole) +4815 ) > circularBranchFlowTolerance +4816 } = 1 ; +4817 +4818 * Check if there are circulating branch flows on HVDC +4819 NorthHVDC(t) +4820 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4821 busIsland(t,b,isl) and +4822 HVDClinkSendingBus(t,br,b) and +4823 HVDClink(t,br) +4824 }, HVDCLINKFLOW.l(t,br) +4825 ] ; +4826 +4827 SouthHVDC(t) +4828 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4829 busIsland(t,b,isl) and +4830 HVDClinkSendingBus(t,br,b) and +4831 HVDClink(t,br) +4832 }, HVDCLINKFLOW.l(t,br) +4833 ] ; +4834 +4835 circularBranchFlowExist(t,br) +4836 $ { HVDClink(t,br) and LossBranch(t,br) and +4837 (NorthHVDC(t) > circularBranchFlowTolerance) and +4838 (SouthHVDC(t) > circularBranchFlowTolerance) +4839 } = 1 ; +4840 +4841 * Check if there are non-physical losses on HVDC links +4842 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4843 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4844 and validLossSegment(t,br,los,fd) } +4845 = Min[ Max( 0, +4846 [ abs(HVDCLINKFLOW.l(HVDClink)) +4847 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4848 ] +4849 ), +4850 ( LossSegmentMW(HVDClink,los,fd) +4851 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4852 ) +4853 ] ; +4854 +4855 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4856 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4857 , LossSegmentFactor(HVDClink,los,fd) +4858 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4859 ] ; +4860 +4861 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4862 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4863 - ManualLossCalculation(HVDClink) +4864 ) > NonPhysicalLossTolerance +4865 } = 1 ; +4866 +4867 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4868 * and non-physical loss branches exceeds the specified tolerance +4869 useBranchFlowMIP(t) +4870 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4871 , resolveCircularBranchFlows +4872 * circularBranchFlowExist(t,br) +4873 ] +4874 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4875 , resolveCircularBranchFlows +4876 * circularBranchFlowExist(t,br) +4877 + resolveHVDCnonPhysicalLosses +4878 * NonPhysicalLossExist(t,br) +4879 ] +4880 + sum[ pole, resolveCircularBranchFlows +4881 * poleCircularBranchFlowExist(t,pole) +4882 ] +4883 ) > UseBranchFlowMIPTolerance +4884 } = 1 ; +4885 +4886 * Check if there is no branch circular flow and non-physical losses end +4887 ); +4888 +4889 * A period is unsolved if MILP model is required +4890 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4891 +4892 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4893 loop( unsolvedDT(t), +4894 if( UseBranchFlowMIP(t) >= 1, +4895 VSPDModel(t) = 1; +4896 putclose rep 'The case: RTD_202209021535_21012022090335962_20220902153405 requires a ' +4897 'vSPD_BranchFlowMIP resolve for period ' +4898 t.tl '. Switching Vectorisation OFF.'/ +4899 ) ; +4900 +4901 ) ; +4902 +4903 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4904 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4905 +4906 * Check if the LP results are valid end +4907 ) ; +4908 +4909 +4910 +4911 * 6f. Check for disconnected nodes and adjust prices accordingly ------------- +4912 +4913 * See Rule Change Proposal August 2008 - Disconnected nodes available at +4914 * www.systemoperator.co.nz/reports-papers + Disconnected nodes are defined as follows: + Pre-MSP: Have no generation or load, are disconnected from the network + and has a price = CVP. + Post-MSP: Indication to SPD whether a bus is dead or not. + Dead buses are not processed by the SPD solved + Disconnected nodes' prices set by the post-process with the following rules: + Scenario A/B/D: Price for buses in live electrical island determined + by the solved + Scenario C/F/G/H/I: Buses in the dead electrical island with: + a. Null/zero load: Marked as disconnected with $0 price. + b. Positive load: Price = CVP for deficit generation + c. Negative load: Price = -CVP for surplus generation + Scenario E: Price for bus in live electrical island with zero load needs to + be adjusted since actually is disconnected. + + The Post-MSP implementation imply a mapping of a bus to an electrical island + and an indication of whether this electrical island is live of dead. + The correction of the prices is performed by SPD. +4935 +4936 busGeneration(bus(t,b)) +4937 = sum[ (o,n) $ { offerNode(t,o,n) and NodeBus(t,n,b) } +4938 , NodeBusAllocationFactor(t,n,b) * GENERATION.l(t,o) +4939 ] ; +4940 +4941 busLoad(bus(t,b)) +4942 = sum[ NodeBus(t,n,b) +4943 , NodeBusAllocationFactor(t,n,b) * RequiredLoad(t,n) +4944 ] ; +4945 +4946 busPrice(bus(t,b)) = ACnodeNetInjectionDefinition2.m(t,b) ; +4947 +4948 if((disconnectedNodePriceCorrection = 1), +4949 * Post-MSP cases +4950 * Scenario C/F/G/H/I: +4951 busDisconnected(bus(t,b)) $ { (busLoad(bus) = 0) +4952 and (busElectricalIsland(bus) = 0) +4953 } = 1 ; +4954 * Scenario E: +4955 busDisconnected(bus(t,b)) +4956 $ { ( sum[ b1 $ { busElectricalIsland(t,b1) +4957 = busElectricalIsland(bus) } +4958 , busLoad(t,b1) ] = 0 +4959 ) and +4960 ( busElectricalIsland(bus) > 0 ) +4961 } = 1 ; +4962 * Set prices at dead buses with non-zero load +4963 busPrice(bus(t,b)) $ { (busLoad(bus) > 0) and +4964 (busElectricalIsland(bus)= 0) +4965 } = DeficitBusGenerationPenalty ; +4966 +4967 busPrice(bus(t,b)) $ { (busLoad(bus) < 0) and +4968 (busElectricalIsland(bus)= 0) +4969 } = -SurplusBusGenerationPenalty ; +4970 +4971 * Set price at identified disconnected buses to 0 +4972 busPrice(bus)$busDisconnected(bus) = 0 ; +4973 ) ; +4974 +4975 * End Check for disconnected nodes and adjust prices accordingly +4976 +4977 * TN - Replacing invalid prices after SOS1 +4978 * 6f0. Replacing invalid prices after SOS1 (7.1.3)---------------------------- +4979 if ( SOS1_solve(dt), +4980 busSOSinvalid(dt,b) +4981 = 1 $ { [ ( busPrice(dt,b) = 0 ) +4982 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +4983 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +4984 ] +4985 and bus(dt,b) +4986 and [ not busDisconnected(dt,b) ] +4987 and [ busLoad(dt,b) = busGeneration(dt,b) ] +4988 and [ sum[(br,fd) +4989 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4990 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +4991 ] = 0 +4992 ] +4993 and [ sum[ br +4994 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4995 , 1 +4996 ] > 0 +4997 ] +4998 }; +4999 numberofbusSOSinvalid(dt) = 2*sum[b, busSOSinvalid(dt,b)]; +5000 While ( sum[b, busSOSinvalid(dt,b)] < numberofbusSOSinvalid(dt) , +5001 numberofbusSOSinvalid(dt) = sum[b, busSOSinvalid(dt,b)]; +5002 busPrice(dt,b) +5003 $ { busSOSinvalid(dt,b) +5004 and ( sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5005 and sum[ br $ { branch(dt,br) +5006 and BranchBusConnect(dt,br,b) +5007 and BranchBusConnect(dt,br,b1) +5008 }, 1 +5009 ] +5010 }, 1 +5011 ] > 0 +5012 ) +5013 } +5014 = sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5015 and sum[ br $ { branch(dt,br) +5016 and BranchBusConnect(dt,br,b) +5017 and BranchBusConnect(dt,br,b1) +5018 }, 1 ] +5019 }, busPrice(dt,b1) +5020 ] +5021 / sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5022 and sum[ br $ { branch(dt,br) +5023 and BranchBusConnect(dt,br,b) +5024 and BranchBusConnect(dt,br,b1) +5025 }, 1 ] +5026 }, 1 +5027 ]; +5028 +5029 busSOSinvalid(dt,b) +5030 = 1 $ { [ ( busPrice(dt,b) = 0 ) +5031 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +5032 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +5033 ] +5034 and bus(dt,b) +5035 and [ not busDisconnected(dt,b) ] +5036 and [ busLoad(dt,b) = busGeneration(dt,b) ] +5037 and [ sum[(br,fd) +5038 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5039 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +5040 ] = 0 +5041 ] +5042 and [ sum[ br +5043 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5044 , 1 +5045 ] > 0 +5046 ] +5047 }; +5048 ); +5049 ); +5050 * End Replacing invalid prices after SOS1 (7.1.3) ---------------------------- +5051 +5052 +5053 * 6g. Collect and store results of solved periods into output parameters ----- +5054 * Note: all the price relating outputs such as costs and revenues are calculated in section 7.b +5055 +5058 * Normal vSPD run - write results out for for reporting +5059 Loop t $ (not unsolvedDT(t)) do +5060 * Reporting at trading period start +5061 * Node level output +5062 o_nodeGeneration_TP(t,n) $ Node(t,n) +5063 = sum[ o $ offerNode(t,o,n), GENERATION.l(t,o) ] ; +5064 +5065 o_nodeLoad_TP(t,n) $ Node(t,n) +5066 = RequiredLoad(t,n) +5067 + Sum[ bd $ bidNode(t,bd,n), PURCHASE.l(t,bd) ]; +5068 +5069 o_nodePrice_TP(t,n) $ Node(t,n) +5070 = sum[ b $ NodeBus(t,n,b) +5071 , NodeBusAllocationFactor(t,n,b) * busPrice(t,b) +5072 ] ; +5073 +5074 if { runPriceTransfer(t) +5075 and ( (studyMode = 101) or (studyMode = 201) or (studyMode = 130)) +5076 } then +5077 o_nodeDead_TP(t,n) +5078 = 1 $ ( sum[b $ {NodeBus(t,n,b) and (not busDisconnected(t,b)) +5079 }, NodeBusAllocationFactor(t,n,b) ] = 0 ) ; +5080 +5081 o_nodeDeadPriceFrom_TP(t,n,n1) +5082 = 1 $ {o_nodeDead_TP(t,n) and node2node(t,n,n1)}; +5083 +5084 o_nodeDeadPrice_TP(t,n) $ o_nodeDead_TP(t,n) = 1; +5085 +5086 While sum[ n $ o_nodeDead_TP(t,n), o_nodeDeadPrice_TP(t,n) ] do +5087 o_nodePrice_TP(t,n) +5088 $ { o_nodeDead_TP(t,n) and o_nodeDeadPrice_TP(t,n) } +5089 = sum[n1 $ o_nodeDeadPriceFrom_TP(t,n,n1) +5090 , o_nodePrice_TP(t,n1) ] ; +5091 +5092 o_nodeDeadPrice_TP(t,n) +5093 = 1 $ sum[n1 $ o_nodeDead_TP(t,n1) +5094 , o_nodeDeadPriceFrom_TP(t,n,n1) ]; +5095 +5096 o_nodeDeadPriceFrom_TP(t,n,n2) $ o_nodeDeadPrice_TP(t,n) +5097 = 1 $ { sum[ n1 $ { node2node(t,n1,n2) +5098 and o_nodeDeadPriceFrom_TP(t,n,n1) }, 1 ] +5099 } ; +5100 +5101 o_nodeDeadPriceFrom_TP(t,n,n1) $ o_nodeDead_TP(t,n1) = 0 ; +5102 +5103 endwhile +5104 endif; +5105 +5106 * Offer output +5107 o_offerEnergy_TP(t,o) $ offer(t,o) = GENERATION.l(t,o) ; +5108 +5109 o_offerRes_TP(t,o,resC) $ offer(t,o) +5110 = sum[ resT, RESERVE.l(t,o,resC,resT) ] ; +5111 +5112 o_offerFIR_TP(t,o) $ offer(t,o) +5113 = sum[ resC $ (ord(resC) = 1),o_offerRes_TP(t,o,resC) ] ; +5114 +5115 o_offerSIR_TP(t,o) $ offer(t,o) +5116 = sum[ resC $ (ord(resC) = 2),o_offerRes_TP(t,o,resC) ] ; +5117 +5118 * Risk group output +5119 o_groupEnergy_TP(t,rg,GenRisk) +5120 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerEnergy_TP(t,o) ]; +5121 +5122 o_groupFKband_TP(t,rg,GenRisk) +5123 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), FKBand(t,o) ]; +5124 +5125 o_groupRes_TP(t,rg,resC,GenRisk) +5126 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerRes_TP(t,o,resC)]; +5127 +5128 * Bus level output +5129 o_busGeneration_TP(t,b) $ bus(t,b) = busGeneration(t,b) ; +5130 +5131 o_busLoad_TP(t,b) $ bus(t,b) +5132 = busLoad(t,b) +5133 + Sum[ (bd,n) $ { bidNode(t,bd,n) and NodeBus(t,n,b) } +5134 , PURCHASE.l(t,bd) ]; +5135 +5136 o_busPrice_TP(t,b) $ bus(t,b) = busPrice(t,b) ; +5137 +5138 o_busDeficit_TP(t,b) $ bus(t,b) +5139 = DEFICITBUSGENERATION.l(t,b) +5140 + sum[n, NodeBusAllocationFactor(t,n,b)*ENERGYSCARCITYNODE.l(t,n)]; +5141 +5142 o_busSurplus_TP(t,b)$bus(t,b) = SURPLUSBUSGENERATION.l(t,b) ; +5143 +5144 * Node level output +5145 +5146 totalBusAllocation(t,b) $ bus(t,b) +5147 = sum[ n $ Node(t,n), NodeBusAllocationFactor(t,n,b)]; +5148 +5149 busNodeAllocationFactor(t,b,n) $ (totalBusAllocation(t,b) > 0) +5150 = NodeBusAllocationFactor(t,n,b) / totalBusAllocation(t,b) ; +5151 +5152 * TN - post processing unmapped generation deficit buses start + The following code is added post-process generation deficit bus that is not + mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a + deficit is detected at a bus that does not map directly to a pnode, SPD creates + a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a + pnode. The price at the deficit bus is assigned directly to the pnode, + overwriting any weighted price that post-processing originally calculated for + the pnode. This is based on email from Nic Deller + on 25 Feb 2015. + The code is modified again on 16 Feb 2016 to avoid infinite loop when there are + many generation deficit buses. + This code is used to post-process generation deficit bus that is not mapped to +5166 unmappedDeficitBus(t,b) $ o_busDeficit_TP(t,b) +5167 = yes $ (Sum[ n, busNodeAllocationFactor(t,b,n)] = 0); +5168 +5169 changedDeficitBus(t,b) = no; +5170 +5171 If Sum[b $ unmappedDeficitBus(t,b), 1] then +5172 +5173 temp_busDeficit_TP(t,b) = o_busDeficit_TP(t,b); +5174 +5175 Loop b $ unmappedDeficitBus(t,b) do +5176 o_busDeficit_TP(t,b1) +5177 $ { Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5178 and ( branchBusDefn(t,br,b1,b) +5179 or branchBusDefn(t,br,b,b1) ) +5180 }, 1 ] +5181 } = o_busDeficit_TP(t,b1) + o_busDeficit_TP(t,b) ; +5182 +5183 changedDeficitBus(t,b1) +5184 $ Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5185 and ( branchBusDefn(t,br,b1,b) +5186 or branchBusDefn(t,br,b,b1) ) +5187 }, 1 ] = yes; +5188 +5189 unmappedDeficitBus(t,b) = no; +5190 changedDeficitBus(t,b) = no; +5191 o_busDeficit_TP(t,b) = 0; +5192 EndLoop; +5193 +5194 Loop n $ sum[ b $ changedDeficitBus(t,b) +5195 , busNodeAllocationFactor(t,b,n)] do +5196 o_nodePrice_TP(t,n) = deficitBusGenerationPenalty ; +5197 o_nodeDeficit_TP(t,n) = sum[ b $ busNodeAllocationFactor(t,b,n), +5198 busNodeAllocationFactor(t,b,n) +5199 * o_busDeficit_TP(t,b) ] ; +5200 EndLoop; +5201 +5202 o_busDeficit_TP(t,b) = temp_busDeficit_TP(t,b); +5203 Endif; +5204 * TN - post processing unmapped generation deficit buses end +5205 +5206 o_nodeDeficit_TP(t,n) $ Node(t,n) +5207 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5208 * DEFICITBUSGENERATION.l(t,b) ] ; +5209 +5210 o_nodeSurplus_TP(t,n) $ Node(t,n) +5211 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5212 * SURPLUSBUSGENERATION.l(t,b) ] ; +5213 +5214 * branch output +5215 o_branchFlow_TP(t,br) $ ACbranch(t,br) = ACBRANCHFLOW.l(t,br); +5216 +5217 o_branchFlow_TP(t,br) $ HVDClink(t,br) = HVDCLINKFLOW.l(t,br); +5218 +5219 o_branchDynamicLoss_TP(t,br) $ ACbranch(t,br) +5220 = sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] ; +5221 +5222 o_branchDynamicLoss_TP(t,br) $ HVDClink(t,br) +5223 = HVDCLINKLOSSES.l(t,br) ; +5224 +5225 o_branchFixedLoss_TP(t,br) $ branch(t,br) +5226 = branchFixedLoss(t,br) ; +5227 +5228 o_branchTotalLoss_TP(t,br) $ branch(t,br) +5229 = o_branchDynamicLoss_TP(t,br) + o_branchFixedLoss_TP(t,br) ; +5230 +5231 o_branchMarginalPrice_TP(t,br) $ ACbranch(t,br) +5232 = sum[ fd, ACbranchMaximumFlow.m(t,br,fd) ] ; +5233 +5234 o_branchMarginalPrice_TP(t,br) $ HVDClink(t,br) +5235 = HVDClinkMaximumFlow.m(t,br) ; +5236 +5237 o_branchCapacity_TP(t,br) $ branch(t,br) +5238 = sum[ fd $ ( ord(fd) = 1 ) +5239 , branchCapacity(t,br,fd) +5240 ] $ { o_branchFlow_TP(t,br) >= 0 } +5241 + sum[ fd $ ( ord(fd) = 2 ) +5242 , branchCapacity(t,br,fd) +5243 ] $ { o_branchFlow_TP(t,br) < 0 } ; +5244 +5245 * bid output +5246 o_bidEnergy_TP(t,bd) $ bid(t,bd) = PURCHASE.l(t,bd) ; +5247 +5248 o_bidTotalMW_TP(t,bd) $ bid(t,bd) +5249 = sum[ blk, DemBidMW(t,bd,blk) ] ; +5250 +5251 * Violation reporting based on the CE and ECE +5252 o_ResViolation_TP(t,isl,resC) +5253 = DEFICITRESERVE_CE.l(t,isl,resC) +5254 + DEFICITRESERVE_ECE.l(t,isl,resC) ; +5255 +5256 o_FIRviolation_TP(t,isl) +5257 = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(t,isl,resC) ] ; +5258 +5259 o_SIRviolation_TP(t,isl) +5260 = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(t,isl,resC) ] ; +5261 +5262 * Risk marginal prices and shortfall outputs +5263 o_GenRiskPrice_TP(t,isl,o,resC,GenRisk) +5264 = -GenIslandRiskCalculation_1.m(t,isl,o,resC,GenRisk) ; +5265 +5266 o_GenRiskShortfall_TP(t,isl,o,resC,GenRisk) +5267 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,GenRisk) ; +5268 +5269 o_HVDCSecRiskPrice_TP(t,isl,o,resC,HVDCSecRisk) +5270 = -HVDCIslandSecRiskCalculation_GEN_1.m(t,isl,o,resC,HVDCSecRisk) ; +5271 +5272 o_HVDCSecRiskShortfall_TP(t,isl,o,resC,HVDCSecRisk) +5273 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,HVDCSecRisk) ; +5274 +5275 o_GenRiskGroupPrice_TP(t,isl,rg,resC,GenRisk) +5276 = -GenIslandRiskGroupCalculation_1.m(t,isl,rg,resC,GenRisk) ; +5277 +5278 o_GenRiskGroupShortfall_TP(t,isl,rg,resC,GenRisk) +5279 = RESERVESHORTFALLGROUP.l(t,isl,rg,resC,GenRisk) ; +5280 +5281 o_HVDCRiskPrice_TP(t,isl,resC,HVDCrisk) +5282 = -HVDCIslandRiskCalculation.m(t,isl,resC,HVDCrisk); +5283 +5284 o_HVDCRiskShortfall_TP(t,isl,resC,HVDCrisk) +5285 = RESERVESHORTFALL.l(t,isl,resC,HVDCrisk); +5286 +5287 +5288 o_ManualRiskPrice_TP(t,isl,resC,ManualRisk) +5289 = -ManualIslandRiskCalculation.m(t,isl,resC,ManualRisk) ; +5290 +5291 o_ManualRiskShortfall_TP(t,isl,resC,ManualRisk) +5292 = RESERVESHORTFALL.l(t,isl,resC,ManualRisk) ; +5293 +5294 o_HVDCSecManualRiskPrice_TP(t,isl,resC,HVDCSecRisk) +5295 = -HVDCIslandSecRiskCalculation_Manu_1.m(t,isl,resC,HVDCSecRisk); +5296 +5297 o_HVDCSecManualRiskShortfall_TP(t,isl,resC,HVDCSecRisk) +5298 = RESERVESHORTFALL.l(t,isl,resC,HVDCSecRisk) ; +5299 +5300 * Security constraint data +5301 +5302 o_brConstraintSense_TP(t,brCstr) $ branchConstraint(t,brCstr) +5303 = branchConstraintSense(t,brCstr) ; +5304 +5305 o_brConstraintLHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5306 = [ branchSecurityConstraintLE.l(t,brCstr) +5307 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5308 +5309 o_brConstraintRHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5310 = branchConstraintLimit(t,brCstr) ; +5311 +5312 o_brConstraintPrice_TP(t,brCstr) $ branchConstraint(t,brCstr) +5313 = [ branchSecurityConstraintLE.m(t,brCstr) +5314 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5315 +5316 * Mnode constraint data +5317 o_MnodeConstraintSense_TP(t,MnodeCstr) +5318 $ MnodeConstraint(t,MnodeCstr) +5319 = MnodeConstraintSense(t,MnodeCstr) ; +5320 +5321 o_MnodeConstraintLHS_TP(t,MnodeCstr) +5322 $ MnodeConstraint(t,MnodeCstr) +5323 = [ MnodeSecurityConstraintLE.l(t,MnodeCstr) +5324 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5325 + [ MnodeSecurityConstraintGE.l(t,MnodeCstr) +5326 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5327 + [ MnodeSecurityConstraintEQ.l(t,MnodeCstr) +5328 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5329 +5330 o_MnodeConstraintRHS_TP(t,MnodeCstr) +5331 $ MnodeConstraint(t,MnodeCstr) +5332 = MnodeConstraintLimit(t,MnodeCstr) ; +5333 +5334 o_MnodeConstraintPrice_TP(t,MnodeCstr) +5335 $ MnodeConstraint(t,MnodeCstr) +5336 = [ MnodeSecurityConstraintLE.m(t,MnodeCstr) +5337 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5338 + [ MnodeSecurityConstraintGE.m(t,MnodeCstr) +5339 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5340 + [ MnodeSecurityConstraintEQ.m(t,MnodeCstr) +5341 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5342 +5343 * Island output +5344 o_ResPrice_TP(t,isl,resC)= IslandReserveCalculation.m(t,isl,resC); +5345 +5346 o_FIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 1) +5347 , o_ResPrice_TP(t,isl,resC) ]; +5348 +5349 o_SIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 2) +5350 , o_ResPrice_TP(t,isl,resC) ]; +5351 +5352 o_islandGen_TP(t,isl) +5353 = sum[ b $ busIsland(t,b,isl), busGeneration(t,b) ] ; +5354 +5355 o_islandClrBid_TP(t,isl) +5356 = sum[ bd $ bidIsland(t,bd,isl), PURCHASE.l(t,bd) ] ; +5357 +5358 o_islandLoad_TP(t,isl) +5359 = sum[ b $ busIsland(t,b,isl), busLoad(t,b) ] +5360 + o_islandClrBid_TP(t,isl) ; +5361 +5362 o_ResCleared_TP(t,isl,resC) = ISLANDRESERVE.l(t,isl,resC); +5363 +5364 o_FirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 1) +5365 , o_ResCleared_TP(t,isl,resC) ]; +5366 +5367 o_SirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 2) +5368 , o_ResCleared_TP(t,isl,resC) ]; +5369 +5370 o_islandBranchLoss_TP(t,isl) +5371 = sum[ (br,frB,toB) +5372 $ { ACbranch(t,br) and busIsland(t,toB,isl) +5373 and branchBusDefn(t,br,frB,toB) +5374 }, o_branchTotalLoss_TP(t,br) ] ; +5375 +5376 o_HVDCflow_TP(t,isl) +5377 = sum[ (br,frB,toB) +5378 $ { HVDClink(t,br) and busIsland(t,frB,isl) +5379 and branchBusDefn(t,br,frB,toB) +5380 }, o_branchFlow_TP(t,br) ] ; +5381 +5382 +5383 o_HVDCpoleFixedLoss_TP(t,isl) +5384 = sum[ (br,frB,toB) $ { HVDClink(t,br) and +5385 branchBusDefn(t,br,frB,toB) and +5386 ( busIsland(t,toB,isl) or +5387 busIsland(t,frB,isl) +5388 ) +5389 }, 0.5 * o_branchFixedLoss_TP(t,br) +5390 ] ; +5391 +5392 o_HVDCloss_TP(t,isl) +5393 = o_HVDCpoleFixedLoss_TP(t,isl) +5394 + sum[ (br,frB,toB) $ { HVDClink(t,br) and +5395 branchBusDefn(t,br,frB,toB) and +5396 busIsland(t,toB,isl) and +5397 (not (busIsland(t,frB,isl))) +5398 }, o_branchDynamicLoss_TP(t,br) +5399 ] ; +5400 +5401 o_HVDCreceived(t,isl) = HVDCREC.l(t,isl); +5402 +5403 o_HVDCRiskSubtractor(t,isl,resC,HVDCrisk) +5404 = RISKOFFSET.l(t,isl,resC,HVDCrisk) ; +5405 +5406 * TN - The code below is added for NMIR project ================================ +5407 o_EffectiveRes_TP(t,isl,resC,riskC) $ reserveShareEnabled(t,resC) +5408 = RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ; +5409 +5410 If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(t,resC)] then +5411 +5412 o_FirSent_TP(t,isl) +5413 = Sum[ (rd,resC) $ (ord(resC) = 1) +5414 , RESERVESHARESENT.l(t,isl,resC,rd)]; +5415 +5416 o_FirReceived_TP(t,isl) +5417 = Sum[ (rd,resC) $ (ord(resC) = 1) +5418 , RESERVESHARERECEIVED.l(t,isl,resC,rd) ]; +5419 +5420 o_FirEffectiveCE_TP(t,isl) +5421 = Smax[ (resC,riskC) +5422 $ { (ord(resC) = 1) and ContingentEvents(riskC) } +5423 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5424 +5425 o_FirEffectiveECE_TP(t,isl) +5426 = Smax[ (resC,riskC) +5427 $ { (ord(resC) = 1) and ExtendedContingentEvent(riskC) } +5428 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5429 +5430 o_FirEffReport_TP(t,isl) +5431 = Smax[ (resC,riskC) $ (ord(resC)=1) +5432 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5433 +5434 Endif; +5435 +5436 If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(t,resC)] then +5437 +5438 o_SirSent_TP(t,isl) +5439 = Sum[ (rd,resC) $ (ord(resC) = 2), +5440 RESERVESHARESENT.l(t,isl,resC,rd) ]; +5441 +5442 o_SirReceived_TP(t,isl) +5443 = Sum[ (fd,resC) $ (ord(resC) = 2), +5444 RESERVESHARERECEIVED.l(t,isl,resC,fd) ]; +5445 +5446 o_SirEffectiveCE_TP(t,isl) +5447 = Smax[ (resC,riskC) +5448 $ { (ord(resC) = 2) and ContingentEvents(riskC) } +5449 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5450 +5451 o_SirEffectiveECE_TP(t,isl) +5452 = Smax[ (resC,riskC) +5453 $ { (ord(resC) = 2) and ExtendedContingentEvent(riskC) } +5454 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5455 +5456 o_SirEffReport_TP(t,isl) +5457 = Smax[ (resC,riskC) $ (ord(resC)=2) +5458 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5459 Endif; +5460 +5461 o_TotalIslandReserve(t,isl,resC,riskC) +5462 = o_ResCleared_TP(t,isl,resC) + o_EffectiveRes_TP(t,isl,resC,riskC); +5463 +5464 +5465 * TN - The code for NMIR project end =========================================== +5466 +5467 * Additional output for audit reporting +5468 o_ACbusAngle(t,b) = ACNODEANGLE.l(t,b) ; +5469 +5470 * Check if there are non-physical losses on AC branches +5471 ManualBranchSegmentMWFlow(LossBranch(ACbranch(t,br)),los,fd) +5472 $ { ( ord(los) <= branchLossBlocks(ACbranch) ) +5473 and validLossSegment(ACbranch,los,fd) +5474 and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) +5475 } +5476 = Min[ Max( 0, +5477 [ abs(o_branchFlow_TP(t,br)) +5478 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5479 ] +5480 ), +5481 ( LossSegmentMW(ACbranch,los,fd) +5482 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5483 ) +5484 ] ; +5485 +5486 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +5487 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +5488 and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) +5489 } +5490 = Min[ Max( 0, +5491 [ abs(o_branchFlow_TP(t,br)) +5492 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5493 ] +5494 ), +5495 ( LossSegmentMW(HVDClink,los,fd) +5496 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5497 ) +5498 ] ; +5499 +5500 ManualLossCalculation(LossBranch(branch(t,br))) +5501 = sum[ (los,fd), LossSegmentFactor(branch,los,fd) +5502 * ManualBranchSegmentMWFlow(branch,los,fd) ] ; +5503 +5504 o_nonPhysicalLoss(t,br) = o_branchDynamicLoss_TP(t,br) +5505 - ManualLossCalculation(t,br) ; +5506 +5507 o_lossSegmentBreakPoint(t,br,los) +5508 = sum [ fd $ { validLossSegment(t,br,los,fd) +5509 and (ord(fd) = 1) +5510 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5511 + sum [ fd $ { validLossSegment(t,br,los,fd) +5512 and (ord(fd) = 2) +5513 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5514 ; +5515 +5516 o_lossSegmentFactor(t,br,los) +5517 = sum [ fd $ { validLossSegment(t,br,los,fd) +5518 and (ord(fd) = 1) +5519 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5520 + sum [ fd $ { validLossSegment(t,br,los,fd) +5521 and (ord(fd) = 2) +5522 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5523 ; +5524 +5525 o_PLRO_FIR_TP(t,o) $ offer(t,o) +5526 = sum[(resC,PLRO) $ (ord(resC)=1) +5527 , RESERVE.l(t,o,resC,PLRO) ] ; +5528 +5529 o_PLRO_SIR_TP(t,o) $ offer(t,o) +5530 = sum[(resC,PLRO) $ (ord(resC)=2) +5531 , RESERVE.l(t,o,resC,PLRO)] ; +5532 +5533 o_TWRO_FIR_TP(t,o) $ offer(t,o) +5534 = sum[(resC,TWRO) $ (ord(resC)=1) +5535 , RESERVE.l(t,o,resC,TWRO)] ; +5536 +5537 o_TWRO_SIR_TP(t,o) $ offer(t,o) +5538 = sum[(resC,TWRO) $ (ord(resC)=2) +5539 , RESERVE.l(t,o,resC,TWRO)] ; +5540 +5541 o_ILRO_FIR_TP(t,o) $ offer(t,o) +5542 = sum[ (resC,ILRO) $ (ord(resC)=1) +5543 , RESERVE.l(t,o,resC,ILRO)] ; +5544 +5545 o_ILRO_SIR_TP(t,o) $ offer(t,o) +5546 = sum[ (resC,ILRO) $ (ord(resC)=2) +5547 , RESERVE.l(t,o,resC,ILRO)] ; +5548 +5549 o_ILbus_FIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5550 offerNode(t,o,n) +5551 }, o_ILRO_FIR_TP(t,o) ] ; +5552 +5553 o_ILbus_SIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5554 offerNode(t,o,n) +5555 }, o_ILRO_SIR_TP(t,o) ] ; +5556 +5557 o_generationRiskLevel(t,isl,o,resC,GenRisk) +5558 = GENISLANDRISK.l(t,isl,o,resC,GenRisk) +5559 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5560 ; +5561 +5562 o_HVDCriskLevel(t,isl,resC,HVDCrisk) +5563 = ISLANDRISK.l(t,isl,resC,HVDCrisk) ; +5564 +5565 o_manuRiskLevel(t,isl,resC,ManualRisk) +5566 = ISLANDRISK.l(t,isl,resC,ManualRisk) +5567 + RESERVESHAREEFFECTIVE.l(t,isl,resC,ManualRisk) +5568 ; +5569 +5570 o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) +5571 = HVDCGENISLANDRISK.l(t,isl,o,resC,HVDCsecRisk) ; +5572 +5573 o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) +5574 = HVDCMANISLANDRISK.l(t,isl,resC,HVDCsecRisk); +5575 +5576 o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) +5577 $ islandRiskGroup(t,isl,rg,GenRisk) +5578 = GENISLANDRISKGROUP.l(t,isl,rg,resC,GenRisk) +5579 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5580 ; +5581 +5582 * FIR and SIR required based on calculations of the island risk to +5583 * overcome reporting issues of the risk setter under degenerate +5584 * conditions when reserve price = 0 - See below +5585 +5586 o_ReserveReqd_TP(t,isl,resC) +5587 = Max[ 0, +5588 smax[(o,GenRisk) , o_generationRiskLevel(t,isl,o,resC,GenRisk)], +5589 smax[ HVDCrisk , o_HVDCriskLevel(t,isl,resC,HVDCrisk) ] , +5590 smax[ ManualRisk , o_manuRiskLevel(t,isl,resC,ManualRisk) ] , +5591 smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) ] , +5592 smax[ HVDCsecRisk , o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) ] , +5593 smax[ (rg,GenRisk) , o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) ] +5594 ] ; +5595 +5596 o_FIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(t,isl,resC) ] ; +5597 o_SIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(t,isl,resC) ] ; +5598 +5599 * Summary reporting by trading period +5600 o_solveOK_TP(t) = ModelSolved ; +5601 +5602 o_systemCost_TP(t) = SYSTEMCOST.l(t) ; +5603 +5604 o_systemBenefit_TP(t) = SYSTEMBENEFIT.l(t) ; +5605 +5606 o_penaltyCost_TP(t) = SYSTEMPENALTYCOST.l(t) ; +5607 +5608 o_ofv_TP(t) = o_systemBenefit_TP(t) +5609 - o_systemCost_TP(t) +5610 - o_penaltyCost_TP(t); +5611 +5612 +5613 * Separete violation reporting at trade period level +5614 o_defGenViolation_TP(t) = sum[ b, o_busDeficit_TP(t,b) ] ; +5615 +5616 o_surpGenViolation_TP(t) = sum[ b, o_busSurplus_TP(t,b) ] ; +5617 +5618 o_surpBranchFlow_TP(t) +5619 = sum[ br$branch(t,br), SURPLUSBRANCHFLOW.l(t,br) ] ; +5620 +5621 o_defRampRate_TP(t) +5622 = sum[ o $ offer(t,o), DEFICITRAMPRATE.l(t,o) ] ; +5623 +5624 o_surpRampRate_TP(t) +5625 = sum[ o $ offer(t,o), SURPLUSRAMPRATE.l(t,o) ] ; +5626 +5627 o_surpBranchGroupConst_TP(t) +5628 = sum[ brCstr $ branchConstraint(t,brCstr) +5629 , SURPLUSBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5630 +5631 o_defBranchGroupConst_TP(t) +5632 = sum[ brCstr $ branchConstraint(t,brCstr) +5633 , DEFICITBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5634 +5635 o_defMnodeConst_TP(t) +5636 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5637 , DEFICITMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5638 +5639 o_surpMnodeConst_TP(t) +5640 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5641 , SURPLUSMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5642 +5643 o_defResv_TP(t) +5644 = sum[ (isl,resC) , o_ResViolation_TP(t,isl,resC) ] ; +5645 +5646 * Reporting at trading period end +5647 EndLoop; +5649 +5651 +5652 * End of the solve vSPD loop +5653 ] ; +5654 * End of the While loop +5655 ); +5656 +5657 +5658 * Summary reports - only applied for normal and audit vSPD run. +5660 +5661 * System level +5662 +5663 +5664 * Offer level - This does not include revenue from wind generators for +5665 * final pricing because the wind generation is netted off against load +5666 * at the particular bus for the final pricing solves +5667 +5669 +5670 +5671 * 8b. Calculating price-relating outputs -------------------------------------- +5672 +5674 loop (dt, +5675 +5676 * branch output update +5677 o_branchFromBusPrice_TP(dt,br) $ branch(dt,br) +5678 = sum[ b $ branchFrBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5679 +5680 o_branchToBusPrice_TP(dt,br) $ branch(dt,br) +5681 = sum[ b $ branchToBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5682 +5683 o_branchTotalRentals_TP(dt,br) +5684 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) >= 0) } +5685 = (intervalDuration/60) +5686 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5687 - o_branchToBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5688 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5689 ] ; +5690 +5691 o_branchTotalRentals_TP(dt,br) +5692 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) < 0) } +5693 = (intervalDuration/60) +5694 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5695 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5696 - o_branchFromBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5697 ] ; +5698 +5699 * Island output +5700 o_islandRefPrice_TP(dt,isl) +5701 = sum[ n $ { refNode(dt,n) +5702 and nodeIsland(dt,n,isl) } , o_nodePrice_TP(dt,n) ] ; +5703 ) ; +5704 +5706 * Calculating price-relating outputs end ------------------------------------- +5707 +5708 *===================================================================================== +5709 * 9. Write results to CSV report files and GDX files +5710 *===================================================================================== +5711 * TN - Pivot analysis end +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms +5713 *===================================================================================== +5714 * Name: vSPDreport.gms +5715 * Function: Creates the detailed reports for normal SPD mode +5716 * Developed by: Tuong Nguyen - Electricity Authority, New Zealand +5717 * Source: https://github.com/ElectricityAuthority/vSPD +5718 * https://www.emi.ea.govt.nz/Tools/vSPD +5719 * Contact: Forum: https://www.emi.ea.govt.nz/forum/ +5720 * Email: emi@ea.govt.nz +5721 * Last modified on: 1 Oct 2019 +5722 * +5723 *===================================================================================== +5724 +5725 * Normal vSPD run output +5726 *===================================================================================== +5727 * Writing data in to CSV result files +5728 *===================================================================================== +5729 +5730 * Trading period level report +5732 +5733 * Trading period summary result +5734 File +5735 SummaryResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv" / ; +5736 SummaryResults_TP.pc = 5 ; SummaryResults_TP.lw = 0 ; +5737 SummaryResults_TP.pw = 9999 ; SummaryResults_TP.ap = 1 ; +5738 SummaryResults_TP.nd = 5 ; SummaryResults_TP.nw = 20 ; +5739 put SummaryResults_TP ; +5740 loop( (dt,rundt), +5741 put dt.tl,rundt.tl, o_solveOK_TP(dt), o_ofv_TP(dt) +5742 o_systemCost_TP(dt), o_systemBenefit_TP(dt) +5743 o_penaltyCost_TP(dt), o_DefGenViolation_TP(dt) +5744 o_SurpGenViolation_TP(dt),o_DefResv_TP(dt),o_SurpBranchFlow_TP(dt) +5745 o_DefRampRate_TP(dt), o_SurpRampRate_TP(dt) +5746 o_DefBranchGroupConst_TP(dt), o_SurpBranchGroupConst_TP(dt) +5747 o_DefMnodeConst_TP(dt), o_SurpMnodeConst_TP(dt) / ; +5748 ) ; +5749 +5750 * Trading period island result +5751 File IslandResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv"/; +5752 IslandResults_TP.pc = 5 ; IslandResults_TP.lw = 0 ; +5753 IslandResults_TP.pw = 9999 ; IslandResults_TP.ap = 1 ; +5754 IslandResults_TP.nd = 5 ; +5755 put IslandResults_TP ; +5756 loop( (dt,rundt,isl), +5757 put dt.tl,rundt.tl, isl.tl, o_islandGen_TP(dt,isl), o_islandLoad_TP(dt,isl) +5758 o_islandClrBid_TP(dt,isl), o_islandBranchLoss_TP(dt,isl) +5759 o_HVDCFlow_TP(dt,isl), o_HVDCLoss_TP(dt,isl) +5760 o_islandRefPrice_TP(dt,isl), o_FIRReqd_TP(dt,isl) +5761 o_SIRReqd_TP(dt,isl), o_FIRPrice_TP(dt,isl)o_SIRPrice_TP(dt,isl) +5762 * NIRM output +5763 o_FirCleared_TP(dt,isl), o_SirCleared_TP(dt,isl) +5764 o_FirSent_TP(dt,isl), o_SirSent_TP(dt,isl) +5765 o_FirReceived_TP(dt,isl), o_SirReceived_TP(dt,isl) +5766 o_FirEffectiveCE_TP(dt,isl), o_SirEffectiveCE_TP(dt,isl) +5767 o_FirEffectiveECE_TP(dt,isl), o_SirEffectiveECE_TP(dt,isl) +5768 *NIRM output end +5769 / ; +5770 ) ; +5771 +5772 +5773 * Trading period bus result +5774 File BusResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BusResults_TP.csv" / ; +5775 BusResults_TP.pc = 5 ; +5776 BusResults_TP.lw = 0 ; +5777 BusResults_TP.pw = 9999 ; +5778 BusResults_TP.ap = 1 ; +5779 BusResults_TP.nd = 3 +5780 put BusResults_TP ; +5781 loop( (dt,rundt,b) $ bus(dt,b), +5782 put dt.tl,rundt.tl, b.tl, o_busGeneration_TP(dt,b), o_busLoad_TP(dt,b) +5783 o_busPrice_TP(dt,b), o_busDeficit_TP(dt,b), o_busSurplus_TP(dt,b) / ; +5784 ) ; +5785 +5786 * Trading period node result +5787 File NodeResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv" / ; +5788 NodeResults_TP.pc = 5 ; +5789 NodeResults_TP.lw = 0 ; +5790 NodeResults_TP.pw = 9999 ; +5791 NodeResults_TP.ap = 1 ; +5792 NodeResults_TP.nd = 4 ; +5793 put NodeResults_TP ; +5794 loop( (dt,rundt,n) $ node(dt,n), +5795 put dt.tl,rundt.tl, n.tl, o_nodeGeneration_TP(dt,n), o_nodeLoad_TP(dt,n) +5796 o_nodePrice_TP(dt,n), o_nodeDeficit_TP(dt,n), o_nodeSurplus_TP(dt,n) / ; +5797 ) ; +5798 +5799 * Trading period offer result +5800 File OfferResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv"/ ; +5801 OfferResults_TP.pc = 5 ; OfferResults_TP.lw = 0 ; +5802 OfferResults_TP.pw = 9999 ; OfferResults_TP.ap = 1 ; +5803 OfferResults_TP.nd = 4 ; +5804 put OfferResults_TP ; +5805 loop( (dt,rundt,o,trdr) $ { offer(dt,o) and OfferTrader(dt,o,trdr) }, +5806 put dt.tl, rundt.tl, o.tl, trdr.tl +5807 o_offerEnergy_TP(dt,o), o_offerFIR_TP(dt,o), o_offerSIR_TP(dt,o) / ; +5808 ) ; +5809 +5810 * Trading period bid result +5811 File BidResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BidResults_TP.csv" / ; +5812 BidResults_TP.pc = 5 ; BidResults_TP.lw = 0 ; +5813 BidResults_TP.pw = 9999 ; BidResults_TP.ap = 1 ; +5814 BidResults_TP.nd = 4 ; +5815 put BidResults_TP ; +5816 loop( (dt,rundt,bd,trdr) $ { bid(dt,bd) and BidTrader(dt,bd,trdr) }, +5817 put dt.tl,rundt.tl, bd.tl, trdr.tl +5818 o_bidTotalMW_TP(dt,bd), o_bidEnergy_TP(dt,bd) / ; +5819 ) ; +5820 +5821 * Trading period reserve result +5822 File +5823 ReserveResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv" / ; +5824 ReserveResults_TP.pc = 5 ; ReserveResults_TP.lw = 0 ; +5825 ReserveResults_TP.pw = 9999 ; ReserveResults_TP.ap = 1 ; +5826 ReserveResults_TP.nd = 3 ; +5827 put ReserveResults_TP ; +5828 loop( (dt,rundt,isl), +5829 put dt.tl,rundt.tl, isl.tl, o_FIRReqd_TP(dt,isl), o_SIRReqd_TP(dt,isl) +5830 o_FIRPrice_TP(dt,isl), o_SIRPrice_TP(dt,isl) +5831 o_FIRViolation_TP(dt,isl), o_SIRViolation_TP(dt,isl) / ; +5832 ) ; +5833 +5834 +5835 * Trading period risk result +5836 File riskResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv" /; +5837 riskResults_TP.pc = 5; riskResults_TP.lw = 0; +5838 riskResults_TP.pw = 9999; riskResults_TP.ap = 1 ; +5839 riskResults_TP.nd = 4 ; +5840 put riskResults_TP ; +5841 loop( (dt,rundt,isl,o,resC,GenRisk) +5842 $ (o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) <> 0), +5843 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5844 if (ContingentEvents(GenRisk), +5845 put 'CE', 'GEN' ; +5846 else +5847 put 'ECE','GEN' ; +5848 ); +5849 +5850 put o.tl, o_offerEnergy_TP(dt,o), o_offerRes_TP(dt,o,resC), FKband(dt,o) +5851 FreeReserve(dt,isl,resC,GenRisk) +5852 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5853 o_GenRiskShortfall_TP(dt,isl,o,resC,GenRisk) +5854 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5855 o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) / ; +5856 ); +5857 +5858 loop( (dt,rundt,isl,resC,HVDCRisk) +5859 $ (o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) <> 0), +5860 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5861 if (ContingentEvents(HVDCRisk), +5862 put 'CE', 'HVDC', 'HVDC'; +5863 else +5864 put 'ECE','HVDC', 'HVDC'; +5865 ); +5866 put o_HVDCreceived(dt,isl), 0, modulationRiskClass(dt,HVDCrisk) +5867 o_HVDCRiskSubtractor(dt,isl,resC,HVDCrisk) +5868 o_TotalIslandReserve(dt,isl,resC,HVDCrisk) +5869 o_HVDCRiskShortfall_TP(dt,isl,resC,HVDCrisk) +5870 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5871 o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) / ; +5872 ); +5873 +5874 loop( (dt,rundt,isl,resC,ManualRisk) +5875 $ (o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) <> 0), +5876 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5877 if (ContingentEvents(ManualRisk), +5878 put 'CE', 'MANUAL', 'MANUAL'; +5879 else +5880 put 'ECE','MANUAL', 'MANUAL'; +5881 ); +5882 put IslandMinimumRisk(dt,isl,resC,ManualRisk) , 0, 0 +5883 FreeReserve(dt,isl,resC,ManualRisk) +5884 o_TotalIslandReserve(dt,isl,resC,ManualRisk) +5885 o_ManualRiskShortfall_TP(dt,isl,resC,ManualRisk) +5886 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5887 o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) / ; +5888 ); +5889 +5890 loop( (dt,rundt,isl,rg,resC,GenRisk) +5891 $ (o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) <> 0), +5892 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5893 if (ContingentEvents(GenRisk), +5894 put 'CE', 'RISKGROUP'; +5895 else +5896 put 'ECE','RISKGROUP'; +5897 ); +5898 put rg.tl, o_groupEnergy_TP(dt,rg,GenRisk),o_groupRes_TP(dt,rg,resC,GenRisk) +5899 o_groupFKband_TP(dt,rg,GenRisk), FreeReserve(dt,isl,resC,GenRisk) +5900 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5901 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,GenRisk) +5902 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5903 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) / ; +5904 ); +5905 +5906 * Trading period branch result +5907 File +5908 BranchResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv" / ; +5909 BranchResults_TP.pc = 5 ; BranchResults_TP.lw = 0 ; +5910 BranchResults_TP.pw = 9999 ; BranchResults_TP.ap = 1 ; +5911 BranchResults_TP.nd = 5 ; +5912 put BranchResults_TP ; +5913 loop( (dt,rundt,br,frB,toB) $ branchDefn(dt,br,frB,toB), +5914 put dt.tl, rundt.tl, br.tl, frB.tl, toB.tl, o_branchFlow_TP(dt,br) +5915 o_branchCapacity_TP(dt,br), o_branchDynamicLoss_TP(dt,br) +5916 o_branchFixedLoss_TP(dt,br), o_branchFromBusPrice_TP(dt,br) +5917 o_branchToBusPrice_TP(dt,br), o_branchMarginalPrice_TP(dt,br) +5918 o_branchTotalRentals_TP(dt,br) / ; +5919 ) ; +5920 +5921 +5922 * Trading period branch constraint result +5923 File BrCstrResults_TP +5924 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv" / ; +5925 BrCstrResults_TP.pc = 5 ; BrCstrResults_TP.lw = 0 ; +5926 BrCstrResults_TP.pw = 9999 ; BrCstrResults_TP.ap = 1 ; +5927 BrCstrResults_TP.nd = 5 ; +5928 put BrCstrResults_TP ; +5929 loop( (dt,rundt,brCstr) $ branchConstraint(dt,brCstr), +5930 put dt.tl,rundt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) +5931 o_brConstraintSense_TP(dt,brCstr), o_brConstraintRHS_TP(dt,brCstr) +5932 o_brConstraintPrice_TP(dt,brCstr) / ; +5933 ) ; +5934 +5935 +5936 * Trading period market node constraint result +5937 File MnodeCstrResults_TP +5938 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv" / ; +5939 MnodeCstrResults_TP.pc = 5 ; MnodeCstrResults_TP.lw = 0 ; +5940 MnodeCstrResults_TP.pw = 9999 ; MnodeCstrResults_TP.ap = 1 ; +5941 MnodeCstrResults_TP.nd = 5 ; +5942 put MnodeCstrResults_TP ; +5943 loop( (dt,rundt,MnodeCstr) $ MnodeConstraint(dt,MnodeCstr), +5944 put dt.tl,rundt.tl, MnodeCstr.tl, o_MnodeConstraintLHS_TP(dt,MnodeCstr) +5945 o_MnodeConstraintSense_TP(dt,MnodeCstr) +5946 o_MnodeConstraintRHS_TP(dt,MnodeCstr) +5947 o_MnodeConstraintPrice_TP(dt,MnodeCstr) / ; +5948 ) ; +5949 +5951 *=============================================================================== +5952 +5953 +5954 +5955 *=============================================================================== +5956 * Audit mode reporting process +5957 *=============================================================================== +5959 *=============================================================================== +5960 *execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; +5961 +5962 +5963 +5964 +5966 +5967 +5968 * Post a progress message for use by EMI. +5969 putclose rep 'Case: RTD_202209021535_21012022090335962_20220902153405 is complete in ',timeExec,'(secs)'/ ; +5970 putclose rep 'Case: RTD_202209021535_21012022090335962_20220902153405 is finished in ',timeElapsed,'(secs)'/ ; +5971 +5972 * Go to the next input file +5974 +5975 * Post a progress message for use by EMI. +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 4 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Include File Summary + + + SEQ GLOBAL TYPE PARENT LOCAL FILENAME + + 1 1 INPUT 0 0 C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms + 2 2107 INCLUDE 1 40 .C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc + 3 2160 INCLUDE 1 41 .C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc + 4 2410 IF EXIST 1 290 C:\vSPD\ElectricityAuthority\Input\RTD_202209021535_21012022090335962_20220902153405.gdx + 5 2414 GDXIN 1 294 C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx + 6 2419 GDXIN 1 299 C:\vSPD\ElectricityAuthority\Input\RTD_202209021535_21012022090335962_20220902153405.gdx + 7 2565 IF EXIST 1 445 C:\vSPD\ElectricityAuthority\Override\.gdx + 8 3480 INCLUDE 1 1360 .C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms + 9 5712 INCLUDE 1 2776 .C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms + 10 5731 IF EXIST 9 19 .C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv + 11 5976 IF EXIST 1 2788 C:\vSPD\ElectricityAuthority\Input\RTD_202209021535_21012022090335962_20220902153405.gdx + + +COMPILATION TIME = 0.031 SECONDS 4 MB 36.2.0 r433180e WEX-WEI +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 5 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 3840 + + +LOOPS FOR/WHILE 1 + dt 02-SEP-2022 15:35 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,619 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,728 +NON ZERO ELEMENTS 109,471 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.078 SECONDS 30 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-SEP-2022 15:35 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 6 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 3840 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 3840 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 84033342.7235 + + RESOURCE USAGE, LIMIT 1.015 3600.000 + ITERATION COUNT, LIMIT 7145 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.14 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.82 Mb (peak 16.25 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.46 Mb (peak 10.02 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.67sec (det. 745.76 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.22sec (det. 283.77 ticks) + + +Proven optimal solution +MIP Solution: 84033342.723504 (7145 iterations, 9 nodes) +Final Solve: 84033342.723504 (3864 iterations) + +Best possible: 84033342.723504 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 7 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_BranchFlowMIP Using MIP From line 3914 + + +LOOPS FOR/WHILE 2 + dt 02-SEP-2022 15:35 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 92 SINGLE EQUATIONS 35,024 +BLOCKS OF VARIABLES 71 SINGLE VARIABLES 58,338 +NON ZERO ELEMENTS 115,887 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.110 SECONDS 34 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 2 + dt 02-SEP-2022 15:35 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 8 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_BranchFlowMIP Using MIP From line 3914 + + + S O L V E S U M M A R Y + + MODEL vSPD_BranchFlowMIP OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 3914 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 73914813.5860 + + RESOURCE USAGE, LIMIT 0.953 3600.000 + ITERATION COUNT, LIMIT 7124 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.46 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 16.27 Mb (peak 16.72 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.51 Mb (peak 10.50 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.73sec (det. 956.02 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.11sec (det. 142.73 ticks) + + +Proven optimal solution +MIP Solution: 73914813.585990 (7124 iterations, 15 nodes) +Final Solve: 73914813.585991 (2058 iterations) + +Best possible: 73914813.585990 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED + 4 PROJECTED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 9 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 02-SEP-2022 15:35 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,619 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,728 +NON ZERO ELEMENTS 109,471 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.140 SECONDS 34 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 02-SEP-2022 15:35 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 10 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 83979969.8445 + + RESOURCE USAGE, LIMIT 0.985 3600.000 + ITERATION COUNT, LIMIT 6870 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.14 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.82 Mb (peak 16.25 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.46 Mb (peak 10.02 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.67sec (det. 735.98 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.24sec (det. 293.55 ticks) + + +Proven optimal solution +MIP Solution: 83979969.844524 (6870 iterations, 9 nodes) +Final Solve: 83979969.844524 (4009 iterations) + +Best possible: 83979969.844524 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 11 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_BranchFlowMIP Using MIP From line 4699 + + +LOOPS FOR/WHILE 2 + dt 02-SEP-2022 15:35 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 92 SINGLE EQUATIONS 35,024 +BLOCKS OF VARIABLES 71 SINGLE VARIABLES 58,338 +NON ZERO ELEMENTS 115,887 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.172 SECONDS 34 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 2 + dt 02-SEP-2022 15:35 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 12 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_BranchFlowMIP Using MIP From line 4699 + + + S O L V E S U M M A R Y + + MODEL vSPD_BranchFlowMIP OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4699 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 73859762.9748 + + RESOURCE USAGE, LIMIT 1.063 3600.000 + ITERATION COUNT, LIMIT 7014 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.46 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 16.27 Mb (peak 16.72 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.51 Mb (peak 10.50 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.81sec (det. 949.91 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.16sec (det. 144.00 ticks) + + +Proven optimal solution +MIP Solution: 73859762.974781 (7014 iterations, 19 nodes) +Final Solve: 73859762.974781 (2202 iterations) + +Best possible: 73859762.974781 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED + 4 PROJECTED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:25 Page 13 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +E x e c u t i o n + + +**** REPORT FILE SUMMARY + +rep C:\vSPD\ElectricityAuthority\Programs\ProgressReport.txt +temp C:\vSPD\ElectricityAuthority\Programs\temp.put +SummaryResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv +IslandResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv +BusResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv +NodeResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv +OfferResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv +ReserveResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv +riskResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv +BranchResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv +BrCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv +MnodeCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv + + +EXECUTION TIME = 5.625 SECONDS 37 MB 36.2.0 r433180e WEX-WEI + + +USER: Single User License G210922|0002CO-GEN + Electricity Authority - Te Mana Hiko, DC5643-S4 + + +**** FILE SUMMARY + +Restart C:\vSPD\ElectricityAuthority\Programs\vSPDmodel.g00 +Input C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms +Output C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.lst diff --git a/Programs/lst/RTD_202210101250_91012022102350483_20221010124902.lst b/Programs/lst/RTD_202210101250_91012022102350483_20221010124902.lst new file mode 100644 index 0000000..541dce6 --- /dev/null +++ b/Programs/lst/RTD_202210101250_91012022102350483_20221010124902.lst @@ -0,0 +1,4077 @@ +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:31 Page 3 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +C o m p i l a t i o n + + + *===================================================================================== + Name: vSPDsolve.gms + Function: Establish base case and override data, prepare data, and + solve the model + Developed by: Electricity Authority, New Zealand + Source: https://github.com/ElectricityAuthority/vSPD + http://www.emi.ea.govt.nz/Tools/vSPD + Contact: Forum: http://www.emi.ea.govt.nz/forum/ + Email: emi@ea.govt.nz + Created on: 1st November 2022 for Real Time Pricing + + *===================================================================================== + + Directory of code sections in vSPDsolve.gms: + 1. Declare symbols and initialise some of them + 2. Load data from GDX file f + 3. Manage model and data compatability + 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + 5. Initialise constraint violation penalties (CVPs) + 6. The vSPD solve loop + a) Reset all sets, parameters and variables before proceeding with the next study trade period + b) Initialise current trade period and model data for the current trade period + c) Additional pre-processing on parameters and variables before model solve + d) Solve the model + e) Check if the LP results are valid + f) Resolve the model if required + g) Check for disconnected nodes and adjust prices accordingly + h) Collect and store results from the current model solve in the output (o_xxx) parameters + i) End of the solve vSPD loop + 7. vSPD scarcity pricing post-processing + 8. Write results to CSV report files and GDX files +2101 +2102 *===================================================================================== +2103 * 0. Initial setup +2104 *===================================================================================== +2105 +2106 * Include paths, settings and case name files +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc +2108 *+++ vSPD settings +++ +2111 +2112 *+++ Paths +++ +2114 +2119 +2121 +2122 +2123 *+++ Model +++ +2124 Scalar sequentialSolve / 1 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 +2125 Scalar disconnectedNodePriceCorrection / 1 / ; +2126 Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise +2127 +2128 +2129 *+++ Network +++ +2130 Scalar useACLossModel / 1 / ; +2131 Scalar useHVDCLossModel / 1 / ; +2132 Scalar useACBranchLimits / 1 / ; +2133 Scalar useHVDCBranchLimits / 1 / ; +2134 Scalar resolveCircularBranchFlows / 1 / ; +2135 Scalar resolveHVDCNonPhysicalLosses / 1 / ; +2136 Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development +2137 Scalar circularBranchFlowTolerance / 0.0001 / ; +2138 Scalar nonPhysicalLossTolerance / 1e-6 / ; +2139 Scalar useBranchFlowMIPTolerance / 1e-6 / ; +2140 +2141 +2142 *+++ Constraints +++ +2143 Scalar useReserveModel / 1 / ; +2144 Scalar suppressMixedConstraint / 0 / ; ! No longer used since Mixed MIP Constraints no longer exists +2145 Scalar mixedMIPtolerance / 1e-6 / ; +2146 +2147 +2148 *+++ Solver +++ +2149 Scalar LPtimeLimit / 3600 / ; +2150 Scalar LPiterationLimit / 2000000000 / ; +2151 Scalar MIPtimeLimit / 3600 / ; +2152 Scalar MIPiterationLimit / 2000000000 / ; +2153 Scalar MIPoptimality / 0 / ; +2156 +2157 +2158 *+++ Various switches +++ +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc +2162 +2163 * Update the ProgressReport.txt file +2164 File rep "Write to a report" /"ProgressReport.txt"/; rep.lw = 0; rep.ap = 1; +2165 putclose rep / 'Case "RTD_202210101250_91012022102350483_20221010124902" started at: ' system.date " " system.time /; +2166 +2167 if(sequentialSolve, +2168 putclose rep 'Vectorisation is switched OFF' /; +2169 else +2170 putclose rep 'Vectorisation is switched ON' /; +2171 ) ; +2172 +2173 * Set the solver for the LP and MIP +2174 option lp = Cplex ; +2175 option mip = Cplex ; +2176 +2177 * Set profile status +2178 option profile = 0 ; +2179 +2180 * Set the solution print status in the lst file +2181 option solprint = off; +2182 +2183 * Set the column (variable) and row (equation) listing in the lst file +2184 option limcol = 0 ; +2185 option limrow = 0 ; +2186 +2187 * Declare a temporary file +2188 File temp ; +2189 +2190 * Allow empty data set declaration +2192 +2193 *===================================================================================== +2194 * 1. Declare symbols and initialise some of them +2195 *===================================================================================== +2196 +2197 Sets +2198 unsolvedDT(dt) 'Set of datetime that are not solved yet' +2199 SOS1_solve(dt) 'Flag period that is resolved using SOS1' +2200 +2201 * Unmmaped bus defificit temporary sets +2202 unmappedDeficitBus(dt,b) 'List of buses that have deficit generation (price) and are not mapped to any pnode - revisit' +2203 changedDeficitBus(dt,b) 'List of buses that have deficit generation added from unmapped deficit bus - revisit' +2204 ; +2205 +2206 Parameters +2207 * Flag to apply corresponding vSPD model +2208 VSPDModel(dt) '0=VSPD, 1=vSPD_BranchFlowMIP, 2=VSPD (last solve)' +2209 +2210 * MIP logic +2211 circularBranchFlowExist(dt,br) 'Flag to indicate if circulating branch flows exist on each branch: 1 = Yes' +2212 poleCircularBranchFlowExist(dt,pole) 'Flag to indicate if circulating branch flows exist on each an HVDC pole: 1 = Yes' +2213 +2214 * Calculated parameter used to check if non-physical loss occurs on HVDC +2215 northHVDC(dt) 'HVDC MW sent from from SI to NI' +2216 southHVDC(dt) 'HVDC MW sent from from NI to SI' +2217 nonPhysicalLossExist(dt,br) 'Flag to indicate if non-physical losses exist on branch (applied to HVDC only): 1 = Yes' +2218 manualBranchSegmentMWFlow(dt,br,los,fd) 'Manual calculation of the branch loss segment MW flow --> used to manually calculate hvdc branch losses' +2219 manualLossCalculation(dt,br) 'MW losses calculated manually from the solution for each loss branch' +2220 +2221 * Calculated parameter used to check if circular branch flow exists on each HVDC pole +2222 TotalHVDCpoleFlow(dt,pole) 'Total flow on an HVDC pole' +2223 MaxHVDCpoleFlow(dt,pole) 'Maximum flow on an HVDC pole' +2224 +2225 * Disconnected bus post-processing +2226 busGeneration(dt,b) 'MW generation at each bus for the study trade periods' +2227 busLoad(dt,b) 'MW load at each bus for the study trade periods' +2228 busPrice(dt,b) '$/MW price at each bus for the study trade periods' +2229 busDisconnected(dt,b) 'Indication if bus is disconnected or not (1 = Yes) for the study trade periods' +2230 * Unmmaped bus defificit temporary parameters +2231 temp_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2232 * TN - Replacing invalid prices after SOS1 +2233 busSOSinvalid(dt,b) 'Buses with invalid bus prices after SOS1 solve' +2234 numberofbusSOSinvalid(dt) 'Number of buses with invalid bus prices after SOS1 solve --> used to check if invalid prices can be improved (numberofbusSOSinvalid reduces after each iteration)' +2235 * System loss calculated by SPD for RTD run +2236 SPDLoadCalcLosses(dt,isl) 'Island losses calculated by SPD in the first solve to adjust demand' +2237 ; +2238 +2239 Parameters +2240 * Dispatch results for reporting - Trade period level - Island output +2241 o_islandGen_TP(dt,isl) 'Island MW generation for the different time periods' +2242 o_islandLoad_TP(dt,isl) 'Island MW fixed load for the different time periods' +2243 o_islandClrBid_TP(dt,isl) 'Island cleared MW bid for the different time periods' +2244 o_islandBranchLoss_TP(dt,isl) 'Intra-island branch losses for the different time periods (MW)' +2245 o_islandRefPrice_TP(dt,isl) 'Reference prices in each island ($/MWh)' +2246 +2247 o_HVDCflow_TP(dt,isl) 'HVDC flow from each island (MW)' +2248 o_HVDCloss_TP(dt,isl) 'HVDC losses (MW)' +2249 o_HVDCpoleFixedLoss_TP(dt,isl) 'Fixed loss on inter-island HVDC (MW)' +2250 o_HVDCreceived(dt,isl) 'Energy Recevied from HVDC into an island' +2251 o_HVDCRiskSubtractor(dt,isl,resC,riskC) 'OutPut HVDC risk subtractor' +2252 +2253 o_busGeneration_TP(dt,b) 'Output MW generation at each bus for the different time periods' +2254 o_busLoad_TP(dt,b) 'Output MW load at each bus for the different time periods' +2255 o_busPrice_TP(dt,b) 'Output $/MW price at each bus for the different time periods' +2256 o_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +2257 o_busSurplus_TP(dt,b) 'Bus surplus violation for each trade period' +2258 +2259 o_branchFromBusPrice_TP(dt,br) 'Output from bus price ($/MW) for branch reporting' +2260 o_branchToBusPrice_TP(dt,br) 'Output to bus price ($/MW) for branch reporting' +2261 o_branchMarginalPrice_TP(dt,br) 'Output marginal branch constraint price ($/MW) for branch reporting' +2262 o_branchFlow_TP(dt,br) 'Output MW flow on each branch for the different time periods' +2263 o_branchDynamicLoss_TP(dt,br) 'Output MW dynamic loss on each branch for the different time periods' +2264 o_branchTotalLoss_TP(dt,br) 'Output MW total loss on each branch for the different time periods' +2265 o_branchFixedLoss_TP(dt,br) 'Output MW fixed loss on each branch for the different time periods' +2266 o_branchTotalRentals_TP(dt,br) 'Output $ rentals on transmission branches using total (dynamic + fixed) for the different time periods' +2267 o_branchCapacity_TP(dt,br) 'Output MW branch capacity for branch reporting' +2268 +2269 o_ACbranchTotalRentals(dt) 'FTR rental - Total AC rental by trading period' +2270 o_ACbranchLossMW(dt,br,los) 'FTR rental - MW element of the loss segment curve in MW' +2271 o_ACbranchLossFactor(dt,br,los) 'FTR rental Loss factor element of the loss segment curve applied to' +2272 +2273 o_offerEnergy_TP(dt,o) 'Output MW cleared for each energy offer for each trade period' +2274 o_offerRes_TP(dt,o,resC) 'Output MW cleared for each reserve offer for each trade period' +2275 o_offerFIR_TP(dt,o) 'Output MW cleared for FIR for each trade period' +2276 o_offerSIR_TP(dt,o) 'Output MW cleared for SIR for each trade period' +2277 +2278 o_groupEnergy_TP(dt,rg,riskC) 'Output MW cleared for risk group for each trade period' +2279 o_groupFKband_TP(dt,rg,riskC) 'Output FK band MW applied for risk group for each trade period' +2280 o_groupRes_TP(dt,rg,resC,riskC) 'Output reserve MW cleared for risk group for each trade period' +2281 +2282 o_bidEnergy_TP(dt,bd) 'Output MW cleared for each energy bid for each trade period' +2283 o_bidTotalMW_TP(dt,bd) 'Output total MW bidded for each energy bid for each trade period' +2284 +2285 o_ReserveReqd_TP(dt,isl,resC) 'Output MW required for each reserve class in each trade period' +2286 o_FIRreqd_TP(dt,isl) 'Output MW required FIR for each trade period' +2287 o_SIRreqd_TP(dt,isl) 'Output MW required SIR for each trade period' +2288 o_ResCleared_TP(dt,isl,resC) 'Reserve cleared from an island for each trade period' +2289 o_FIRcleared_TP(dt,isl) 'Output - total FIR cleared by island' +2290 o_SIRcleared_TP(dt,isl) 'Output - total SIR cleared by island' +2291 o_ResPrice_TP(dt,isl,resC) 'Output $/MW price for each reserve classes for each trade period' +2292 o_FIRprice_TP(dt,isl) 'Output $/MW price for FIR reserve classes for each trade period' +2293 o_SIRprice_TP(dt,isl) 'Output $/MW price for SIR reserve classes for each trade period' +2294 +2295 o_GenRiskPrice_TP(dt,isl,o,resC,riskC) 'Output Gen risk marginal prices' +2296 o_HVDCSecRiskPrice_TP(dt,isl,o,resC,riskC) 'Output HVDC risk marginal prices' +2297 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,riskC) 'Output risk group marginal prices' +2298 o_HVDCRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2299 o_ManualRiskPrice_TP(dt,isl,resC,riskC) 'Output Manual risk marginal prices' +2300 o_HVDCSecManualRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' +2301 +2302 o_GenRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output Gen risk shortfall' +2303 o_HVDCSecRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output HVDC risk shortfall' +2304 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,riskC) 'Output risk group shortfall' +2305 o_HVDCRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2306 o_ManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output Manual risk shortfall' +2307 o_HVDCSecManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' +2308 +2309 o_ResViolation_TP(dt,isl,resC) 'Violation MW for each reserve classes for each trade period' +2310 o_FIRviolation_TP(dt,isl) 'Violation MW for FIR reserve classes for each trade period' +2311 o_SIRviolation_TP(dt,isl) 'Violation MW for SIR reserve classes for each trade period' +2312 +2313 o_nodeGeneration_TP(dt,n) 'Ouput MW generation at each node for the different time periods' +2314 o_nodeLoad_TP(dt,n) 'Ouput MW load at each node for the different time periods' +2315 o_nodePrice_TP(dt,n) 'Output $/MW price at each node for the different time periods' +2316 o_nodeDeficit_TP(dt,n) 'Output node deficit violation for each trade period' +2317 o_nodeSurplus_TP(dt,n) 'Output node surplus violation for each trade period' +2318 o_nodeDead_TP(dt,n) 'Define if a Node (Pnode) is dead' +2319 o_nodeDeadPrice_TP(dt,n) 'Flag to check if a dead Node has valid price' +2320 o_nodeDeadPriceFrom_TP(dt,n,n1) 'Flag to show which price node the price of the dead node come from' +2321 * Security constraint data +2322 o_brConstraintSense_TP(dt,brCstr) 'Branch constraint sense for each output report' +2323 o_brConstraintLHS_TP(dt,brCstr) 'Branch constraint LHS for each output report' +2324 o_brConstraintRHS_TP(dt,brCstr) 'Branch constraint RHS for each output report' +2325 o_brConstraintPrice_TP(dt,brCstr) 'Branch constraint price for each output report' +2326 * Mnode constraint data +2327 o_MnodeConstraintSense_TP(dt,MnodeCstr) 'Market node constraint sense for each output report' +2328 o_MnodeConstraintLHS_TP(dt,MnodeCstr) 'Market node constraint LHS for each output report' +2329 o_MnodeConstraintRHS_TP(dt,MnodeCstr) 'Market node constraint RHS for each output report' +2330 o_MnodeConstraintPrice_TP(dt,MnodeCstr) 'Market node constraint price for each output report' +2331 * TradePeriod summary report +2332 o_solveOK_TP(dt) 'Solve status for summary report (1=OK)' +2333 o_systemCost_TP(dt) 'System cost for summary report' +2334 o_systemBenefit_TP(dt) 'System benefit of cleared bids for summary report' +2335 o_ofv_TP(dt) 'Objective function value for summary report' +2336 o_penaltyCost_TP(dt) 'Penalty cost for summary report' +2337 o_defGenViolation_TP(dt) 'Deficit generation violation for summary report' +2338 o_surpGenViolation_TP(dt) 'Surplus generaiton violation for summary report' +2339 o_surpBranchFlow_TP(dt) 'Surplus branch flow violation for summary report' +2340 o_defRampRate_TP(dt) 'Deficit ramp rate violation for summary report' +2341 o_surpRampRate_TP(dt) 'Surplus ramp rate violation for summary report' +2342 o_surpBranchGroupConst_TP(dt) 'Surplus branch group constraint violation for summary report' +2343 o_defBranchGroupConst_TP(dt) 'Deficit branch group constraint violation for summary report' +2344 o_defMnodeConst_TP(dt) 'Deficit market node constraint violation for summary report' +2345 o_surpMnodeConst_TP(dt) 'Surplus market node constraint violation for summary report' +2346 o_defResv_TP(dt) 'Deficit reserve violation for summary report' +2347 +2348 * Factor to prorate the deficit and surplus at the nodal level +2349 totalBusAllocation(dt,b) 'Total allocation of nodes to bus' +2350 busNodeAllocationFactor(dt,b,n) 'Bus to node allocation factor' +2351 +2352 * Audit - extra output declaration +2353 o_lossSegmentBreakPoint(dt,br,los) 'Audit - loss segment MW' +2354 o_lossSegmentFactor(dt,br,los) 'Audit - loss factor of each loss segment' +2355 o_ACbusAngle(dt,b) 'Audit - bus voltage angle' +2356 o_nonPhysicalLoss(dt,br) 'Audit - non physical loss' +2357 +2358 o_ILRO_FIR_TP(dt,o) 'Audit - ILRO FIR offer cleared (MWh)' +2359 o_ILRO_SIR_TP(dt,o) 'Audit - ILRO SIR offer cleared (MWh)' +2360 o_ILbus_FIR_TP(dt,b) 'Audit - ILRO FIR cleared at bus (MWh)' +2361 o_ILbus_SIR_TP(dt,b) 'Audit - ILRO SIR cleared at bus (MWh)' +2362 o_PLRO_FIR_TP(dt,o) 'Audit - PLRO FIR offer cleared (MWh)' +2363 o_PLRO_SIR_TP(dt,o) 'Audit - PLRO SIR offer cleared (MWh)' +2364 o_TWRO_FIR_TP(dt,o) 'Audit - TWRO FIR offer cleared (MWh)' +2365 o_TWRO_SIR_TP(dt,o) 'Audit - TWRO SIR offer cleared (MWh)' +2366 +2367 o_generationRiskLevel(dt,isl,o,resC,riskC) 'Audit - generation risk' +2368 +2369 o_HVDCriskLevel(dt,isl,resC,riskC) 'Audit - DCCE and DCECE risk' +2370 +2371 o_manuRiskLevel(dt,isl,resC,riskC) 'Audit - manual risk' +2372 +2373 o_genHVDCriskLevel(dt,isl,o,resC,riskC) 'Audit - generation + HVDC secondary risk' +2374 +2375 o_manuHVDCriskLevel(dt,isl,resC,riskC) 'Audit - manual + HVDC secondary' +2376 +2377 o_generationRiskGroupLevel(dt,isl,rg,resC,riskC) 'Audit - generation group risk' +2378 +2379 +2380 * TN - output parameters added for NMIR project -------------------------------- +2381 o_FirSent_TP(dt,isl) 'FIR export from an island for each trade period' +2382 o_SirSent_TP(dt,isl) 'SIR export from an island for each trade period' +2383 o_FirReceived_TP(dt,isl) 'FIR received at an island for each trade period' +2384 o_SirReceived_TP(dt,isl) 'SIR received at an island for each trade period' +2385 o_FirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2386 o_SirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' +2387 o_EffectiveRes_TP(dt,isl,resC,riskC) 'Effective reserve share to an island for each trade period' +2388 o_FirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2389 o_SirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2390 o_FirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2391 o_SirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' +2392 +2393 o_TotalIslandReserve(dt,isl,resC,riskC) 'Total Reserve cleared in a island including shared Reserve' +2394 * TN - output parameters added for NMIR project end ---------------------------- +2395 ; +2396 +2397 Scalars +2398 modelSolved 'Flag to indicate if the model solved successfully (1 = Yes)' / 0 / +2399 LPmodelSolved 'Flag to indicate if the final LP model (when MIP fails) is solved successfully (1 = Yes)' / 0 / +2400 exitLoop 'Flag to exit solve loop' / 0 / +2401 ; +2402 +2403 +2404 +2405 *===================================================================================== +2406 * 2. Load data from GDX file +2407 *===================================================================================== +2408 +2409 * If input file does not exist then go to the next input file +2411 +2412 * Load trading period to be solved +GDXIN C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx +--- LOAD tp = 1:i_TradePeriod +--- LOAD dt = 2:i_DateTime +--- LOAD dt2tp = 3:i_DateTimeTradePeriod +2417 +2418 * Call the GDX routine and load the input data: +GDXIN C:\vSPD\ElectricityAuthority\Input\RTD_202210101250_91012022102350483_20221010124902.gdx +2420 * Sets +--- LOAD caseName = 1:caseName +--- LOAD rundt = 3:i_runDateTime +--- LOAD b = 10:i_bus +--- LOAD n = 9:i_node +--- LOAD o = 36:i_Offer +--- LOAD bd = 48:i_bid +--- LOAD trdr = 35:i_Trader +--- LOAD br = 19:i_branch +--- LOAD brCstr = 26:i_branchConstraint +--- LOAD MnodeCstr = 29:i_MnodeConstraint +--- LOAD node = 11:i_dateTimeNode +--- LOAD bus = 12:i_dateTimeBus +--- LOAD node2node = 18:i_dateTimeNodeToNode +--- LOAD offerTrader = 37:i_dateTimeOfferTrader +--- LOAD offerNode = 38:i_dateTimeOfferNode +--- LOAD bidTrader = 49:i_dateTimeBidTrader +--- LOAD bidNode = 50:i_dateTimeBidNode +--- LOAD nodeBus = 14:i_dateTimeNodeBus +--- LOAD busIsland = 16:i_dateTimeBusIsland +--- LOAD branchDefn = 20:i_dateTimeBranchDefn +--- LOAD riskGenerator = 54:i_dateTimeRiskGenerator +--- LOAD primarySecondaryOffer = 47:i_dateTimePrimarySecondaryOffer +--- LOAD dispatchableBid = 52:i_dateTimeDispatchableBid +--- LOAD rg = 73:i_riskGroup +--- LOAD riskGroupOffer = 74:i_dateTimeRiskGroup +2438 +2439 * Parameters +--- LOAD gdxDate = 2:gdxDate +--- MERGE intervalDuration = 7:i_intervalLength +--- LOAD offerParameter = 39:i_dateTimeOfferParameter +--- LOAD energyOffer = 40:i_dateTimeEnergyOffer +--- LOAD fastPLSRoffer = 42:i_dateTimeFastPLSRoffer +--- LOAD sustainedPLSRoffer = 41:i_dateTimeSustainedPLSRoffer +--- LOAD fastTWDRoffer = 44:i_dateTimeFastTWDRoffer +--- LOAD sustainedTWDRoffer = 43:i_dateTimeSustainedTWDRoffer +--- LOAD fastILRoffer = 46:i_dateTimeFastILRoffer +--- LOAD sustainedILRoffer = 45:i_dateTimeSustainedILRoffer +2449 +--- LOAD energyBid = 51:i_dateTimeEnergyBid +--- LOAD nodeDemand = 53:i_dateTimeNodeDemand +2452 +--- LOAD refNode = 13:i_dateTimeReferenceNode +--- LOAD HVDCBranch = 21:i_dateTimeHVDCBranch +--- LOAD branchParameter = 22:i_dateTimeBranchParameter +--- LOAD branchCapacity = 23:i_dateTimeBranchCapacity +--- LOAD branchOpenStatus = 24:i_dateTimeBranchOpenStatus +--- LOAD nodeBusAllocationFactor = 15:i_dateTimeNodeBusAllocationFactor +--- LOAD busElectricalIsland = 17:i_dateTimeBusElectricalIsland +2460 +--- LOAD riskParameter = 55:i_dateTimeRiskParameter +--- LOAD islandMinimumRisk = 56:i_dateTimeManualRisk +--- LOAD HVDCSecRiskEnabled = 57:i_dateTimeHVDCSecRiskEnabled +--- LOAD HVDCSecRiskSubtractor = 58:i_dateTimeHVDCSecRiskSubtractor +--- LOAD reserveMaximumFactor = 59:i_dateTimeReserveMaximumFactor +2466 +--- LOAD branchCstrFactors = 27:i_dateTimeBranchConstraintFactors +--- LOAD branchCstrRHS = 28:i_dateTimeBranchConstraintRHS +--- LOAD mnCstrEnrgFactors = 30:i_dateTimeMNCnstrEnrgFactors +--- LOAD mnCnstrResrvFactors = 31:i_dateTimeMNCnstrResrvFactors +--- LOAD mnCnstrEnrgBidFactors = 32:i_dateTimeMNCnstrEnrgBidFactors +--- LOAD mnCnstrResrvBidFactors = 33:i_dateTimeMNCnstrResrvBidFactors +--- LOAD mnCnstrRHS = 34:i_dateTimeMNCnstrRHS +2474 +2475 * National market for IR effective date 20 Oct 2016 +--- LOAD reserveRoundPower = 60:i_dateTimeReserveRoundPower +--- LOAD reserveShareEnabled = 61:i_dateTimeReserveSharing +--- LOAD modulationRiskClass = 62:i_dateTimeModulationRisk +--- LOAD roundPower2MonoLevel = 63:i_dateTimeRoundPower2Mono +--- LOAD bipole2MonoLevel = 64:i_dateTimeBipole2Mono +--- LOAD MonopoleMinimum = 65:i_dateTimeReserveSharingPoleMin +--- LOAD HVDCControlBand = 66:i_dateTimeHVDCcontrolBand +--- LOAD HVDClossScalingFactor = 67:i_dateTimeHVDClossScalingFactor +--- LOAD sharedNFRFactor = 68:i_dateTimeSharedNFRfactor +--- LOAD sharedNFRLoadOffset = 70:i_dateTimeSharedNFRLoadOffset +--- LOAD effectiveFactor = 69:i_dateTimeReserveEffectiveFactor +--- LOAD RMTReserveLimitTo = 71:i_dateTimeRMTreserveLimit +--- LOAD rampingConstraint = 72:i_dateTimeRampingConstraint +2489 +2490 *Real Time Pricing Project +--- MERGE studyMode = 75:i_studyMode +--- LOAD useGenInitialMW = 76:i_dateTimeUseGenInitialMW +--- LOAD runEnrgShortfallTransfer = 77:i_dateTimeRunEnrgShortfallTransfer +--- LOAD runPriceTransfer = 78:i_dateTimeRunPriceTransfer +--- LOAD replaceSurplusPrice = 79:i_dateTimeReplaceSurplusPrice +--- LOAD rtdIgIncreaseLimit = 80:i_dateTimeRtdIgIncreaseLimit +--- LOAD useActualLoad = 81:i_dateTimeUseActualLoad +--- LOAD dontScaleNegativeLoad = 82:i_dateTimeDontScaleNegativeLoad +--- LOAD inputInitialLoad = 83:i_dateTimeInputInitialLoad +--- LOAD conformingFactor = 84:i_dateTimeConformingFactor +--- LOAD nonConformingLoad = 85:i_dateTimeNonConformingLoad +--- LOAD loadIsOverride = 86:i_dateTimeLoadIsOverride +--- LOAD loadIsBad = 87:i_dateTimeLoadIsBad +--- LOAD loadIsNCL = 88:i_dateTimeLoadIsNCL +--- LOAD maxLoad = 89:i_dateTimeMaxLoad +--- LOAD instructedloadshed = 90:i_dateTimeInstructedLoadShed +--- LOAD instructedshedactive = 91:i_dateTimeInstructedShedActive +--- LOAD islandMWIPS = 92:i_dateTimeIslandMWIPS +--- LOAD islandPDS = 93:i_dateTimeIslandPDS +--- LOAD islandLosses = 94:i_dateTimeIslandLosses +2511 +--- LOAD energyScarcityEnabled = 96:i_dateTimeEnergyScarcityEnabled +--- LOAD reserveScarcityEnabled = 97:i_dateTimeReserveScarcityEnabled +--- LOAD scarcityEnrgNationalFactor = 98:i_dateTimeScarcityEnrgNationalFactor +--- LOAD scarcityEnrgNationalPrice = 99:i_dateTimeScarcityEnrgNationalPrice +--- LOAD scarcityEnrgNodeFactor = 100:i_dateTimeScarcityEnrgNodeFactor +--- LOAD scarcityEnrgNodeFactorPrice = 101:i_dateTimeScarcityEnrgNodeFactorPrice +--- LOAD scarcityEnrgNodeLimit = 102:i_dateTimeScarcityEnrgNodeLimit +--- LOAD scarcityEnrgNodeLimitPrice = 103:i_dateTimeScarcityEnrgNodeLimitPrice +--- LOAD scarcityResrvIslandLimit = 104:i_dateTimeScarcityResrvIslandLimit +--- LOAD scarcityResrvIslandPrice = 105:i_dateTimeScarcityResrvIslandPrice +2523 +2524 *=============================================================================== +2525 * 3. Manage model and data compatability +2526 *=============================================================================== +2527 * This section manages the changes to model flags to ensure backward +2528 * compatibility given changes in the SPD model formulation over time: +2529 * Ex: some data (sets) only starting to exist at certain time and we need to use +2530 * GDX time to check if we can load that data (set) from gdx. +2531 +2532 * Gregorian date of when symbols have been included into the GDX files +2533 Scalars inputGDXGDate 'Gregorian date of input GDX file' ; +2534 inputGDXGDate = jdate(gdxDate('year'),gdxDate('month'),gdxDate('day')); +2535 +2536 * The code below is for example and not currently used + put_utility temp 'gdxin' / '%inputPath%\%GDXname%.gdx' ; + if (inputGDXGDate >= jdate(2022,11,1) or sum[sameas(caseName,testCases),1] , + execute_load + energyScarcityEnabled = i_energyScarcityEnabled + ; + ) ; + $oftext + + + *===================================================================================== + * 4. Input data overrides - declare and apply (include vSPDoverrides.gms) + *===================================================================================== + + $ontext + - At this point, vSPDoverrides.gms is included into vSPDsolve.gms if an override + file defined by the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. + - All override data symbols have the characters 'Ovrd' appended to the original + symbol name. After declaring the override symbols, the override data is + installed and the original symbols are overwritten. + - Note that the Excel interface permits a limited number of input data symbols + to be overridden. The EMI interface will create a GDX file of override values + for all data inputs to be overridden. If operating in standalone mode, + overrides can be installed by any means the user prefers - GDX file, $include + file, hard-coding, etc. But it probably makes sense to mimic the GDX file as + used by EMI. +2564 +2566 +2567 +2568 *=============================================================================== +2569 * 5. Initialise model mapping and inputs +2570 *=============================================================================== +2572 +2573 * Check if NMIR is enabled +2574 UseShareReserve = 1 $ sum[ (dt,resC), reserveShareEnabled(dt,resC)] ; +2575 +2576 * Pre-dispatch schedule is solved sequentially +2577 sequentialSolve $ { (studyMode >= 130) and (studyMode <= 133) } = 1 ; +2578 sequentialSolve $ sum[dt, useGenInitialMW(dt)] = 1; +2579 sequentialSolve $ UseShareReserve = 1; +2580 +2581 +2582 +2583 * Initialise genrating offer parameters ---------------------------------------- +2584 GenerationStart(dt,o) = offerParameter(dt,o,'initialMW') +2585 + sum[ o1 $ primarySecondaryOffer(dt,o,o1) +2586 , offerParameter(dt,o1,'initialMW') ] ; +2587 * if useGenIntitialMW = 1 --> sequential solve like PRSS, NRSS +2588 GenerationStart(dt,o) $ { (useGenInitialMW(dt) = 1) and (ord(dt) > 1) } = 0; +2589 +2590 RampRateUp(dt,o) = offerParameter(dt,o,'rampUpRate') ; +2591 RampRateDn(dt,o) = offerParameter(dt,o,'rampDnRate') ; +2592 ReserveGenerationMaximum(dt,o) = offerParameter(dt,o,'resrvGenMax') ; +2593 WindOffer(dt,o) = offerParameter(dt,o,'isIG') ; +2594 FKband(dt,o) = offerParameter(dt,o,'FKbandMW') ; +2595 PriceResponsive(dt,o) = offerParameter(dt,o,'isPriceResponse') ; +2596 PotentialMW(dt,o) = offerParameter(dt,o,'potentialMW') ; +2597 +2598 * This is based on the 4.6.2.1 calculation + For generators in the PRICERESPONSIVEIG subset, if the PotentialMWg value is + less than ReserveGenerationMaximumg,c then pre-processing sets the + ReserveGenerationMaximumg,c parameter to the PotentialMWg value, otherwise if + the PotentialMWg value is greater than or equal to the + ReserveGenerationMaximumg,c then the ReserveGenerationMaximumg,c + value is unchanged + Tuong note: this does not seems to make saense and be used. +2608 reserveMaximumFactor(dt,o,resC) +2609 $ { windOffer(dt,o) and priceResponsive(dt,o) and( potentialMW(dt,o) > 0) +2610 and (potentialMW(dt,o) < ReserveGenerationMaximum(dt,o)) } +2611 = ReserveGenerationMaximum(dt,o) / potentialMW(dt,o) ; +2612 *------------------------------------------------------------------------------- +2613 +2614 +2615 * Initialise offer limits and prices ------------------------------------------- +2616 +2617 * Initialise energy offer data for the current trade period start +2618 EnrgOfrMW(dt,o,blk) = energyOffer(dt,o,blk,'limitMW') ; +2619 EnrgOfrPrice(dt,o,blk) = energyOffer(dt,o,blk,'price') ; +2620 +2621 * Initialise reserve offer data for the current trade period start +2622 PLRO(resT) $ (ord(resT) = 1) = yes ; +2623 TWRO(resT) $ (ord(resT) = 2) = yes ; +2624 ILRO(resT) $ (ord(resT) = 3) = yes ; +2625 +2626 ResOfrPct(dt,o,blk,resC) +2627 = (fastPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 1 ) +2628 + (sustainedPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 2 ); +2629 +2630 ResOfrMW(dt,o,blk,resC,PLRO) +2631 = fastPLSRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2632 + sustainedPLSRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2633 +2634 ResOfrMW(dt,o,blk,resC,TWRO) +2635 = fastTWDRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2636 + sustainedTWDRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2637 +2638 ResOfrMW(dt,o,blk,resC,ILRO) +2639 = fastILRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) +2640 + sustainedILRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; +2641 +2642 ResOfrPrice(dt,o,blk,resC,PLRO) +2643 = fastPLSRoffer(dt,o,blk,'price') $(ord(resC)=1) +2644 + sustainedPLSRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2645 +2646 ResOfrPrice(dt,o,blk,resC,TWRO) +2647 = fastTWDRoffer(dt,o,blk,'price') $(ord(resC)=1) +2648 + sustainedTWDRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2649 +2650 ResOfrPrice(dt,o,blk,resC,ILRO) +2651 = fastILRoffer(dt,o,blk,'price') $(ord(resC)=1) +2652 + sustainedILRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +2653 *------------------------------------------------------------------------------- +2654 +2655 +2656 * Define valid offers and valid offer block ------------------------------------ +2657 +2658 * Valid offer must be mapped to a bus with electrical island <> 0 +2659 offer(dt,o) $ sum[ (n,b) $ { offerNode(dt,o,n) and nodeBus(dt,n,b) +2660 }, busElectricalIsland(dt,b) ] = yes ; +2661 +2662 * IL offer with non zero total limit is always valid +2663 offer(dt,o) $ sum[ (blk,resC,ILRO), ResOfrMW(dt,o,blk,resC,ILRO)] = yes ; +2664 +2665 * Valid energy offer blocks are defined as those with a positive block limit +2666 genOfrBlk(dt,o,blk) $ ( EnrgOfrMW(dt,o,blk) > 0 ) = yes ; +2667 +2668 * Define set of positive (valid) energy offers +2669 posEnrgOfr(dt,o) $ sum[ blk $ genOfrBlk(dt,o,blk), 1 ] = yes ; +2670 +2671 * Only reserve offer block with a positive block limit is valid +2672 resOfrBlk(dt,o,blk,resC,resT) $ (ResOfrMW(dt,o,blk,resC,resT) > 0) = yes ; +2673 *------------------------------------------------------------------------------- +2674 +2675 +2676 * Initialise bid limits and prices --------------------------------------------- +2677 +2678 * Valid bid must be mapped to a bus with electrical island <> 0 +2679 bid(dt,bd) $ sum[ (n,b) $ { bidNode(dt,bd,n) and nodeBus(dt,n,b) +2680 }, busElectricalIsland(dt,b) ] = yes ; +2681 * Bid energy data +2682 DemBidMW(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'limitMW') ; +2683 DemBidPrice(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'price') ; +2684 * Valid Demand Bid Block +2685 DemBidBlk(bid,blk) $ ( DemBidMW(bid,blk) <> 0 ) = yes ; +2686 *------------------------------------------------------------------------------- +2687 +2688 +2689 * Initialise mappings to use in later stage ------------------------------------ +2690 +2691 nodeIsland(dt,n,isl) $ sum[ b $ { bus(dt,b) and node(dt,n) +2692 and nodeBus(dt,n,b) and busIsland(dt,b,isl) }, 1 +2693 ] = yes ; +2694 offerIsland(offer(dt,o),isl) +2695 $ sum[ n $ { offerNode(dt,o,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2696 +2697 bidIsland(bid(dt,bd),isl) +2698 $ sum[ n $ { bidNode(dt,bd,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; +2699 +2700 islandRiskGenerator(dt,isl,o) +2701 $ { offerIsland(dt,o,isl) and riskGenerator(dt,o) } = yes ; +2702 +2703 +2704 * Identification of primary and secondary units +2705 PrimaryOffer(dt,o) = 1 ; +2706 SecondaryOffer(dt,o) = 1 $ sum[ o1 $ primarySecondaryOffer(dt,o1,o), 1 ] ; +2707 PrimaryOffer(dt,o) $ SecondaryOffer(dt,o) = 0 ; +2708 *------------------------------------------------------------------------------- +2709 +2710 +2711 * Initialise demand/bid data --------------------------------------------------- +2712 RequiredLoad(node) = nodeDemand(node) ; +2713 +2714 * 4.9.2 Dispatchable Pnodes + If the Pnode associated with a Dispatchable Demand Bid is not a dead Pnode then + PnodeRequiredLoadpn is set to zero. The Pnode load will be determined by + clearing the Pnode's Dispatchable Demand Bid when the LP Model is solved. +2720 RequiredLoad(node(dt,n)) +2721 $ { Sum[ (bd,blk) $ bidNode(dt,bd,n), DemBidMW(dt,bd,blk) ] > 0 } = 0; +2722 +2723 +2724 +2725 * 4.10 Real Time Pricing - First RTD load calculation +2726 if studyMode = 101 or studyMode = 201 then +2727 +2728 * Calculate first target total load [4.10.6.5] +2729 * Island-level MW load forecast. For the fist loop: +2730 * replace LoadCalcLosses(dt,isl) = islandLosses(dt,isl); +2731 TargetTotalLoad(dt,isl) = islandMWIPS(dt,isl) +2732 + islandPDS(dt,isl) +2733 - islandLosses(dt,isl); +2734 +2735 * Flag if estimate load is scalable [4.10.6.7] +2736 * Binary value. If True then ConformingFactor load MW will be scaled in order +2737 * to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +2738 * assigned directly to EstimatedInitialLoad +2739 EstLoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2740 and (ConformingFactor(dt,n) > 0) } ; +2741 +2742 * Calculate estimate non-scalable load [4.10.6.8] +2743 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for +2744 * a conforming Pnode this will be the ConformingFactor MW input if that value +2745 * is negative, otherwise it will be zero +2746 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 1 ) = NonConformingLoad(dt,n); +2747 EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 0 ) = ConformingFactor(dt,n); +2748 EstNonScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = 0; +2749 +2750 * Calculate estimate scalable load [4.10.6.10] +2751 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +2752 * this value will be the ConformingFactor if it is non-negative, otherwise +2753 * this value will be zero' +2754 EstScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = ConformingFactor(dt,n); +2755 +2756 +2757 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +2758 * in order to calculate EstimatedInitialLoad +2759 EstScalingFactor(dt,isl) +2760 = (islandMWIPS(dt,isl) - islandLosses(dt,isl) +2761 - Sum[ n $ nodeIsland(dt,n,isl), EstNonScalableLoad(dt,n) ] +2762 ) / Sum[ n $ nodeIsland(dt,n,isl), EstScalableLoad(dt,n) ] +2763 +2764 ; +2765 +2766 * Calculate estimate initial load [4.10.6.6] +2767 * Calculated estimate of initial MW load, available to be used as an +2768 * alternative to InputInitialLoad +2769 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) +2770 = ConformingFactor(dt,n) * Sum[ isl $ nodeisland(dt,n,isl) +2771 , EstScalingFactor(dt,isl)] ; +2772 EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 0 ) +2773 = EstNonScalableLoad(dt,n); +2774 +2775 * Calculate initial load [4.10.6.2] +2776 * Value that represents the Pnode load MW at the start of the solution +2777 * interval. Depending on the inputs this value will be either actual load, +2778 * an operator applied override or an estimated initial load +2779 InitialLoad(dt,n) = InputInitialLoad(dt,n); +2780 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 0) +2781 and ( (useActualLoad(dt) = 0) or (LoadIsBad(dt,n) = 1) ) +2782 } = EstimatedInitialLoad(dt,n) ; +2783 InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 1) +2784 and (useActualLoad(dt) = 1) +2785 and (InitialLoad(dt,n) > MaxLoad(dt,n)) +2786 } = MaxLoad(dt,n) ; +2787 +2788 * Flag if load is scalable [4.10.6.4] +2789 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +2790 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +2791 * assigned to RequiredLoad +2792 LoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) +2793 and (LoadIsOverride(dt,n) = 0) +2794 and (InitialLoad(dt,n) >= 0) } ; +2795 +2796 * Calculate Island-level scaling factor [4.10.6.3] +2797 * --> applied to InitialLoad in order to calculate RequiredLoad +2798 LoadScalingFactor(dt,isl) +2799 = ( TargetTotalLoad(dt,isl) +2800 - Sum[ n $ { nodeIsland(dt,n,isl) +2801 and (LoadIsScalable(dt,n) = 0) }, InitialLoad(dt,n) ] +2802 ) / Sum[ n $ { nodeIsland(dt,n,isl) +2803 and (LoadIsScalable(dt,n) = 1) }, InitialLoad(dt,n) ] +2804 ; +2805 +2806 * Calculate RequiredLoad [4.10.6.1] +2807 RequiredLoad(dt,n) $ LoadIsScalable(dt,n) +2808 = InitialLoad(dt,n) * sum[ isl $ nodeisland(dt,n,isl) +2809 , LoadScalingFactor(dt,isl) ]; +2810 +2811 RequiredLoad(dt,n) $ (LoadIsScalable(dt,n) = 0) = InitialLoad(dt,n); +2812 +2813 RequiredLoad(dt,n) = RequiredLoad(dt,n) +2814 + [instructedloadshed(dt,n) $ instructedshedactive(dt,n)]; +2815 +2816 Endif; +2817 *------------------------------------------------------------------------------- +2818 +2819 +2820 * Initialize energy scarcity limits and prices --------------------------------- +2821 +2822 ScarcityEnrgLimit(dt,n,blk) +2823 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2824 = scarcityEnrgNodeLimit(dt,n,blk); +2825 ScarcityEnrgPrice(dt,n,blk) +2826 $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } +2827 = scarcityEnrgNodeLimitPrice(dt,n,blk) ; +2828 +2829 +2830 ScarcityEnrgLimit(dt,n,blk) +2831 $ { energyScarcityEnabled(dt) +2832 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2833 and scarcityEnrgNodeFactor(dt,n,blk) +2834 and (RequiredLoad(dt,n) > 0) +2835 } +2836 = scarcityEnrgNodeFactor(dt,n,blk) * RequiredLoad(dt,n); +2837 ScarcityEnrgPrice(dt,n,blk) +2838 $ { energyScarcityEnabled(dt) +2839 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2840 and scarcityEnrgNodeFactor(dt,n,blk) +2841 } +2842 = scarcityEnrgNodeFactorPrice(dt,n,blk) ; +2843 +2844 +2845 ScarcityEnrgLimit(dt,n,blk) +2846 $ { energyScarcityEnabled(dt) +2847 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) +2848 and (RequiredLoad(dt,n) > 0) +2849 } +2850 = scarcityEnrgNationalFactor(dt,blk) * RequiredLoad(dt,n); +2851 ScarcityEnrgPrice(dt,n,blk) +2852 $ { energyScarcityEnabled(dt) +2853 and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) +2854 } +2855 = scarcityEnrgNationalPrice(dt,blk) ; +2856 +2857 +2858 *------------------------------------------------------------------------------- +2859 +2860 +2861 * Initialize AC and DC branches ------------------------------------------------ +2862 +2863 * Branch is defined if there is a defined terminal bus, it has a non-zero +2864 * capacity and is closed for that trade period +2865 * Update the pre-processing code that removes branches which have a limit of zero +2866 * so that it removes a branch if either direction has a limit of zero. +2867 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2868 (not HVDCBranch(dt,br)) and +2869 sum[ fd $ (ord(fd)=1), branchCapacity(dt,br,fd)] and +2870 sum[ fd $ (ord(fd)=2), branchCapacity(dt,br,fd)] and +2871 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2872 branchDefn(dt,br,b,b1) }, 1 ] +2873 } = yes ; +2874 +2875 branch(dt,br) $ { (not branchOpenStatus(dt,br)) and +2876 (HVDCBranch(dt,br)) and +2877 sum[ fd, branchCapacity(dt,br,fd)] and +2878 sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and +2879 branchDefn(dt,br,b,b1) }, 1 ] +2880 } = yes ; +2881 +2882 +2883 branchBusDefn(branch,b,b1) $ branchDefn(branch,b,b1) = yes ; +2884 branchFrBus(branch,frB) $ sum[ toB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2885 branchToBus(branch,toB) $ sum[ frB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +2886 branchBusConnect(branch,b) $ branchFrBus(branch,b) = yes ; +2887 branchBusConnect(branch,b) $ branchToBus(branch,b) = yes ; +2888 +2889 +2890 * HVDC link and AC branch definition +2891 HVDClink(branch) = yes $ HVDCBranch(branch) ; +2892 ACbranch(branch) = yes $ [not HVDCBranch(branch)]; +2893 +2894 +2895 * Determine sending and receiving bus for each branch flow direction +2896 loop (frB,toB) do +2897 ACbranchSendingBus(ACbranch,frB,fd) +2898 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2899 +2900 ACbranchReceivingBus(ACbranch,toB,fd) +2901 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; +2902 +2903 ACbranchSendingBus(ACbranch,toB,fd) +2904 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2905 +2906 ACbranchReceivingBus(ACbranch,frB,fd) +2907 $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +2908 endloop; +2909 +2910 HVDClinkSendingBus(HVDClink,frB) +2911 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2912 +2913 HVDClinkReceivingBus(HVDClink,toB) +2914 $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; +2915 +2916 HVDClinkBus(HVDClink,b) $ HVDClinkSendingBus(HVDClink,b) = yes ; +2917 HVDClinkBus(HVDClink,b) $ HVDClinkReceivingBus(HVDClink,b) = yes ; +2918 +2919 * Determine the HVDC inter-island pole in the northward and southward direction +2920 +2921 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 1) and HVDClink(dt,br) } +2922 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 2) +2923 and nodeIsland(dt,n,isl) +2924 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2925 +2926 HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 2) and HVDClink(dt,br) } +2927 = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 1) +2928 and nodeIsland(dt,n,isl) +2929 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +2930 +2931 * Mapping HVDC branch to pole to account for name changes to Pole 3 +2932 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY1.1'), 1] = yes ; +2933 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN1.1'), 1] = yes ; +2934 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY3.1'), 1] = yes ; +2935 HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN3.1'), 1] = yes ; +2936 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'BEN_HAY2.1'), 1] = yes ; +2937 HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'HAY_BEN2.1'), 1] = yes ; +2938 +2939 * Initialise network data for the current trade period start +2940 branchResistance(branch) = branchParameter(branch,'resistance') ; +2941 branchSusceptance(ACbranch) = -100 * branchParameter(ACbranch,'susceptance'); +2942 branchLossBlocks(branch) = branchParameter(branch,'numLossTranches') ; +2943 +2944 * Ensure fixed losses for no loss AC branches are not included +2945 branchFixedLoss(ACbranch) = branchParameter(ACbranch,'fixedLosses') +2946 $ (branchLossBlocks(ACbranch) > 1) ; +2947 +2948 branchFixedLoss(HVDClink) = branchParameter(HVDClink,'fixedLosses') ; +2949 +2950 * Set resistance and fixed loss to zero if do not want to use the loss model +2951 branchResistance(ACbranch) $ (not useAClossModel) = 0 ; +2952 branchFixedLoss(ACbranch) $ (not useAClossModel) = 0 ; +2953 branchResistance(HVDClink) $ (not useHVDClossModel) = 0 ; +2954 branchFixedLoss(HVDClink) $ (not useHVDClossModel) = 0 ; +2955 +2956 * Initialise loss tranches data for the current trade period start +2957 * The loss factor coefficients assume that the branch capacity is in MW +2958 * and the resistance is in p.u. +2959 +2960 * Loss branches with 0 loss blocks +2961 lossSegmentMW(branch,los,fd) +2962 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2963 = branchCapacity(branch,fd) ; +2964 +2965 LossSegmentFactor(branch,los,fd) +2966 $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } +2967 = 0 ; +2968 +2969 * Loss branches with 1 loss blocks +2970 LossSegmentMW(branch,los,fd) +2971 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2972 = maxFlowSegment ; +2973 +2974 LossSegmentFactor(branch,los,fd) +2975 $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } +2976 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2977 +2978 * Loss branches with 3 loss blocks +2979 loop branch $ (branchLossBlocks(branch) = 3) do +2980 * Segment 1 +2981 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +2982 = lossCoeff_A * branchCapacity(branch,fd) ; +2983 +2984 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +2985 = 0.01 * 0.75 * lossCoeff_A +2986 * branchResistance(branch) * branchCapacity(branch,fd) ; +2987 +2988 * Segment 2 +2989 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +2990 = (1-lossCoeff_A) * branchCapacity(branch,fd) ; +2991 +2992 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +2993 = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; +2994 +2995 * Segment 3 +2996 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +2997 = maxFlowSegment ; +2998 +2999 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3000 = 0.01 * (2 - (0.75*lossCoeff_A)) +3001 * branchResistance(branch) * branchCapacity(branch,fd) ; +3002 endloop; +3003 +3004 * Loss branches with 6 loss blocks +3005 loop branch $ (branchLossBlocks(branch) = 6) do +3006 * Segment 1 +3007 LossSegmentMW(branch,los,fd) $ (ord(los) = 1) +3008 = lossCoeff_C * branchCapacity(branch,fd) ; +3009 +3010 LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) +3011 = 0.01 * 0.75 * lossCoeff_C +3012 * branchResistance(branch) * branchCapacity(branch,fd) ; +3013 +3014 * Segment 2 +3015 LossSegmentMW(branch,los,fd) $ (ord(los) = 2) +3016 = lossCoeff_D * branchCapacity(branch,fd) ; +3017 +3018 LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) +3019 = 0.01 * lossCoeff_E +3020 * branchResistance(branch) * branchCapacity(branch,fd) ; +3021 +3022 * Segment 3 +3023 LossSegmentMW(branch,los,fd) $ (ord(los) = 3) +3024 = 0.5 * branchCapacity(branch,fd) ; +3025 +3026 LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) +3027 = 0.01 * lossCoeff_F +3028 * branchResistance(branch) * branchCapacity(branch,fd) ; +3029 +3030 * Segment 4 +3031 LossSegmentMW(branch,los,fd) $ (ord(los) = 4) +3032 = (1 - lossCoeff_D) * branchCapacity(branch,fd) ; +3033 +3034 LossSegmentFactor(branch,los,fd) $ (ord(los) = 4) +3035 = 0.01 * (2 - lossCoeff_F) +3036 * branchResistance(branch) * branchCapacity(branch,fd) ; +3037 +3038 * Segment 5 +3039 LossSegmentMW(branch,los,fd) $ (ord(los) = 5) +3040 = (1 - lossCoeff_C) * branchCapacity(branch,fd) ; +3041 +3042 LossSegmentFactor(branch,los,fd) $ (ord(los) = 5) +3043 = 0.01 * (2 - lossCoeff_E) +3044 * branchResistance(branch) * branchCapacity(branch,fd) ; +3045 +3046 * Segment 6 +3047 LossSegmentMW(branch,los,fd) $ (ord(los) = 6) +3048 = maxFlowSegment ; +3049 +3050 LossSegmentFactor(branch,los,fd) $ (ord(los) = 6) +3051 = 0.01 * (2 - (0.75*lossCoeff_C)) +3052 * branchResistance(branch) * branchCapacity(branch,fd) ; +3053 endloop ; +3054 +3055 * HVDC does not have backward flow --> No loss segment for backward flow +3056 LossSegmentMW(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3057 LossSegmentFactor(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +3058 +3059 +3060 * Valid loss segment for a branch is defined as a loss segment that +3061 * has a non-zero LossSegmentMW or a non-zero LossSegmentFactor. +3062 validLossSegment(branch,los,fd) = yes $ { (ord(los) = 1) or +3063 LossSegmentMW(branch,los,fd) or +3064 LossSegmentFactor(branch,los,fd) } ; +3065 +3066 * HVDC loss model requires at least two loss segments and +3067 * an additional loss block due to cumulative loss formulation +3068 validLossSegment(HVDClink,los,fd) +3069 $ { (branchLossBlocks(HVDClink) <= 1) and (ord(los) = 2) } = yes ; +3070 +3071 validLossSegment(HVDClink,los,fd) +3072 $ { (branchLossBlocks(HVDClink) > 1) and +3073 (ord(los) = (branchLossBlocks(HVDClink) + 1)) and +3074 (sum[ los1, LossSegmentMW(HVDClink,los1,fd) +3075 + LossSegmentFactor(HVDClink,los1,fd) ] > 0) +3076 } = yes ; +3077 +3078 * branches that have non-zero loss factors +3079 LossBranch(branch) $ sum[ (los,fd), LossSegmentFactor(branch,los,fd) ] = yes ; +3080 +3081 * Create AC branch loss segments +3082 ACbranchLossMW(ACbranch,los,fd) +3083 $ { validLossSegment(ACbranch,los,fd) and (ord(los) = 1) } +3084 = LossSegmentMW(ACbranch,los,fd) ; +3085 +3086 ACbranchLossMW(ACbranch,los,fd) +3087 $ { validLossSegment(ACbranch,los,fd) and (ord(los) > 1) } +3088 = LossSegmentMW(ACbranch,los,fd) - LossSegmentMW(ACbranch,los-1,fd) ; +3089 +3090 ACbranchLossFactor(ACbranch,los,fd) +3091 $ validLossSegment(ACbranch,los,fd) = LossSegmentFactor(ACbranch,los,fd) ; +3092 +3093 * Create HVDC loss break points +3094 HVDCBreakPointMWFlow(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3095 HVDCBreakPointMWLoss(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +3096 +3097 HVDCBreakPointMWFlow(HVDClink,bp,fd) +3098 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) > 1) } +3099 = LossSegmentMW(HVDClink,bp-1,fd) ; +3100 +3101 HVDCBreakPointMWLoss(HVDClink,bp,fd) +3102 $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) = 2) } +3103 = LossSegmentMW(HVDClink,bp-1,fd) * LossSegmentFactor(HVDClink,bp-1,fd) ; +3104 +3105 loop (HVDClink(branch),bp) $ (ord(bp) > 2) do +3106 HVDCBreakPointMWLoss(branch,bp,fd) $ validLossSegment(branch,bp,fd) +3107 = LossSegmentFactor(branch,bp-1,fd) +3108 * [ LossSegmentMW(branch,bp-1,fd) - LossSegmentMW(branch,bp-2,fd) ] +3109 + HVDCBreakPointMWLoss(branch,bp-1,fd) ; +3110 endloop ; +3111 *------------------------------------------------------------------------------- +3112 +3113 +3114 * Initialise branch constraint data -------------------------------------------- +3115 branchConstraint(dt,brCstr) +3116 $ sum[ branch(dt,br) $ branchCstrFactors(dt,brCstr,br), 1 ] = yes ; +3117 +3118 branchConstraintSense(branchConstraint) +3119 = branchCstrRHS(branchConstraint,'cnstrSense') ; +3120 +3121 branchConstraintLimit(branchConstraint) +3122 = branchCstrRHS(branchConstraint,'cnstrLimit') ; +3123 *------------------------------------------------------------------------------- +3124 +3125 +3126 * Calculate parameters for NMIR project ---------------------------------------- +3127 islandRiskGroup(dt,isl,rg,riskC) +3128 = yes $ sum[ o $ { offerIsland(dt,o,isl) +3129 and riskGroupOffer(dt,rg,o,riskC) }, 1 ] ; +3130 +3131 modulationRisk(dt) = smax[ riskC, modulationRiskClass(dt,RiskC) ]; +3132 +3133 reserveShareEnabledOverall(dt) = smax[ resC, reserveShareEnabled(dt,resC) ]; +3134 +3135 roPwrZoneExit(dt,resC) +3136 = [ roundPower2MonoLevel(dt) - modulationRisk(dt) ]$(ord(resC)=1) +3137 + bipole2MonoLevel(dt)$(ord(resC)=2) ; +3138 +3139 * National market refinement - effective date 28 Mar 2019 12:00 + SPD pre-processing is changed so that the roundpower settings for FIR are + now the same as for SIR. Specifically: + - The RoundPowerZoneExit for FIR will be set at BipoleToMonopoleTransition + by SPD pre-processing (same as for SIR). A change from the existing where + the RoundPowerZoneExit for FIR is set at RoundPowerToMonopoleTransition + by SPD pre-processing. + - Provided that roundpower is not disabled by the MDB, the InNoReverseZone + for FIR will be removed by SPD pre-processing (same as for SIR). A change + from the existing where the InNoReverseZone for FIR is never removed by + SPD pre-processing. +3152 +3153 if inputGDXGDate >= jdate(2019,03,28) then +3154 roPwrZoneExit(dt,resC) = bipole2MonoLevel(dt) ; +3155 endif ; +3156 +3157 * National market refinement end +3158 +3159 +3160 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.2.1) +3161 sharedNFRLoad(dt,isl) +3162 = sum[ nodeIsland(dt,n,isl), RequiredLoad(dt,n)] +3163 + sum[ (bd,blk) $ bidIsland(dt,bd,isl), DemBidMW(dt,bd,blk) ] +3164 - sharedNFRLoadOffset(dt,isl) ; +3165 +3166 sharedNFRMax(dt,isl) = Min{ RMTReserveLimitTo(dt,isl,'FIR'), +3167 sharedNFRFactor(dt)*sharedNFRLoad(dt,isl) } ; +3168 +3169 * Calculate HVDC constraint sets and HVDC Max Flow - NMIR (4.1.8 - NMIR06) + TN on 22 May 2017: + Usually a branch group constraint that limits the HVDC flow only involves the + HVDC branch(s) in the same direction. However, during TP6 to TP9 of 18 May 2017, + the constraint HAY_BEN_High_Frequency_limit involved all four branches in the + form: HAY_BEN1.1 + HAY_BEN2.1 - BEN_HAY1.1 - BEN_HAY2.1 <= 530 MW + This method of formulating the constraint prevented the previous formulation of + monopoleConstraint and bipoleConstraintfrom working properly. Those constraints + have been reformulated (see below) in order to cope with the formulation + observed on 18 May 2017. +3181 monopoleConstraint(dt,isl,brCstr,br) +3182 $ { HVDClink(dt,br) +3183 and ( not rampingConstraint(dt,brCstr) ) +3184 and ( branchConstraintSense(dt,brCstr) = -1 ) +3185 and (Sum[ (br1,b) $ {HVDClinkSendingBus(dt,br1,b) and busIsland(dt,b,isl)} +3186 , branchCstrFactors(dt,brCstr,br1) ] = 1) +3187 and (Sum[ b $ {HVDClinkSendingBus(dt,br,b) and busIsland(dt,b,isl)} +3188 , branchCstrFactors(dt,brCstr,br) ] = 1) +3189 } = yes ; +3190 +3191 bipoleConstraint(dt,isl,brCstr) +3192 $ { ( not rampingConstraint(dt,brCstr) ) +3193 and ( branchConstraintSense(dt,brCstr) = -1 ) +3194 and (Sum[ (br,b) $ { HVDClink(dt,br) +3195 and HVDClinkSendingBus(dt,br,b) +3196 and busIsland(dt,b,isl) } +3197 , branchCstrFactors(dt,brCstr,br) ] = 2) +3198 } = yes ; +3199 +3200 monoPoleCapacity(dt,isl,br) +3201 = Sum[ (b,fd) $ { BusIsland(dt,b,isl) +3202 and HVDClink(dt,br) +3203 and HVDClinkSendingBus(dt,br,b) +3204 and ( ord(fd) = 1 ) +3205 }, branchCapacity(dt,br,fd) ] ; +3206 +3207 monoPoleCapacity(dt,isl,br) +3208 $ Sum[ brCstr $ monopoleConstraint(dt,isl,brCstr,br), 1] +3209 = Smin[ brCstr $ monopoleConstraint(dt,isl,brCstr,br) +3210 , branchConstraintLimit(dt,brCstr) ]; +3211 +3212 monoPoleCapacity(dt,isl,br) +3213 = Min( monoPoleCapacity(dt,isl,br), +3214 sum[ fd $ ( ord(fd) = 1 ), branchCapacity(dt,br,fd) ] ); +3215 +3216 biPoleCapacity(dt,isl) +3217 $ Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] +3218 = Smin[ brCstr $ bipoleConstraint(dt,isl,brCstr) +3219 , branchConstraintLimit(dt,brCstr) ]; +3220 +3221 biPoleCapacity(dt,isl) +3222 $ { Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] = 0 } +3223 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3224 and HVDClinkSendingBus(dt,br,b) +3225 and ( ord(fd) = 1 ) +3226 }, branchCapacity(dt,br,fd) ] ; +3227 +3228 HVDCMax(dt,isl) +3229 = Min( biPoleCapacity(dt,isl), Sum[ br, monoPoleCapacity(dt,isl,br) ] ) ; +3230 +3231 +3232 * Calculate HVDC HVDC Loss segment applied for NMIR ---------------------------- + * Note: When NMIR started on 20/10/2016, the SOdecided to incorrectly calculate the HVDC loss + * curve for reserve sharing based on the HVDC capacity only (i.e. not based on in-service HVDC poles) + * Tuong Nguyen @ EA discovered this bug and the SO has fixed it as of 22/11/2016. +3238 if inputGDXGDate >= jdate(2016,11,22) then +3239 HVDCCapacity(dt,isl) +3240 = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3241 and HVDClinkSendingBus(dt,br,b) +3242 and ( ord(fd) = 1 ) +3243 }, branchCapacity(dt,br,fd) ] ; +3244 +3245 numberOfPoles(dt,isl) +3246 = Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3247 and HVDClinkSendingBus(dt,br,b) }, 1 ] ; +3248 +3249 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3250 = Prod[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3251 and HVDClinkSendingBus(dt,br,b) +3252 }, branchResistance(dt,br) ] +3253 / Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) +3254 and HVDClinkSendingBus(dt,br,b) +3255 }, branchResistance(dt,br) ] ; +3256 +3257 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 1) +3258 = Sum[ br $ monoPoleCapacity(dt,isl,br), branchResistance(dt,br) ] ; +3259 else +3260 HVDCCapacity(dt,isl) +3261 = Sum[ (br,b,b1,fd) $ { (HVDCBranch(dt,br) = 1) +3262 and busIsland(dt,b,isl) +3263 and branchDefn(dt,br,b,b1) +3264 and ( ord(fd) = 1 ) +3265 }, branchCapacity(dt,br,fd) ] ; +3266 +3267 numberOfPoles(dt,isl) +3268 =Sum[ (br,b,b1) $ { (HVDCBranch(dt,br) = 1) +3269 and busIsland(dt,b,isl) +3270 and branchDefn(dt,br,b,b1) +3271 and sum[ fd $ ( ord(fd) = 1 ) +3272 , branchCapacity(dt,br,fd) ] +3273 }, 1 ] ; +3274 +3275 HVDCResistance(dt,isl) +3276 = Sum[ (br,b,b1,brPar) +3277 $ { (HVDCBranch(dt,br) = 1) +3278 and busIsland(dt,b,isl) +3279 and branchDefn(dt,br,b,b1) +3280 and (ord(brPar) = 1) +3281 }, branchParameter(dt,br,brPar) ] ; +3282 +3283 HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) +3284 = Prod[ (br,b,b1,brPar) +3285 $ { (HVDCBranch(dt,br) = 1) +3286 and busIsland(dt,b,isl) +3287 and branchDefn(dt,br,b,b1) +3288 and sum[ fd $ ( ord(fd) = 1 ) +3289 , branchCapacity(dt,br,fd) ] +3290 and (ord(brPar) = 1) +3291 }, branchParameter(dt,br,brPar) +3292 ] / HVDCResistance(dt,isl) ; +3293 endif ; +3294 +3295 * Segment 1 +3296 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 1) +3297 = HVDCCapacity(dt,isl) * lossCoeff_C ; +3298 +3299 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 1) +3300 = 0.01 * 0.75 * lossCoeff_C +3301 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3302 +3303 * Segment 2 +3304 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 2) +3305 = HVDCCapacity(dt,isl) * lossCoeff_D ; +3306 +3307 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 2) +3308 = 0.01 * lossCoeff_E +3309 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3310 +3311 * Segment 3 +3312 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 3) +3313 = HVDCCapacity(dt,isl) * 0.5 ; +3314 +3315 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 3) +3316 = 0.01 * lossCoeff_F +3317 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3318 +3319 * Segment 4 +3320 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 4) +3321 = HVDCCapacity(dt,isl) * (1 - lossCoeff_D) ; +3322 +3323 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 4) +3324 = 0.01 * (2 - lossCoeff_F) +3325 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3326 +3327 * Segment 5 +3328 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 5) +3329 = HVDCCapacity(dt,isl) * (1 - lossCoeff_C) ; +3330 +3331 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 5) +3332 = 0.01 * (2 - lossCoeff_E) +3333 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3334 +3335 * Segment 6 +3336 HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 6) +3337 = HVDCCapacity(dt,isl) ; +3338 +3339 HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 6) +3340 = 0.01 * (2 - (0.75*lossCoeff_C)) +3341 * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; +3342 +3343 * Parameter for energy lambda loss model +3344 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3345 HVDCSentBreakPointMWLoss(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +3346 +3347 HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) > 1) +3348 = HVDCLossSegmentMW(dt,isl,bp-1) ; +3349 +3350 loop (dt,isl,bp) $ {(ord(bp) > 1) and (ord(bp) <= 7)} do +3351 HVDCSentBreakPointMWLoss(dt,isl,bp) +3352 = HVDClossScalingFactor(dt) +3353 * HVDCLossSegmentFactor(dt,isl,bp-1) +3354 * [ HVDCLossSegmentMW(dt,isl,bp-1) +3355 - HVDCSentBreakPointMWFlow(dt,isl,bp-1) ] +3356 + HVDCSentBreakPointMWLoss(dt,isl,bp-1) ; +3357 endloop ; +3358 +3359 * Parameter for energy+reserve lambda loss model +3360 +3361 * Ideally SO should use asymmetric loss curve +3362 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3363 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3364 and ( ord(rsbp) + ord(rsbp1) = 8)} +3365 , -HVDCSentBreakPointMWFlow(dt,isl1,rsbp1) ]; +3366 +3367 * SO decide to use symmetric loss curve instead +3368 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3369 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3370 , -HVDCSentBreakPointMWFlow(dt,isl,rsbp1) ]; +3371 +3372 HVDCReserveBreakPointMWFlow(dt,isl,rsbp) +3373 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3374 = HVDCSentBreakPointMWFlow(dt,isl,rsbp-6) ; +3375 +3376 +3377 * Ideally SO should use asymmetric loss curve +3378 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3379 = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) +3380 and ( ord(rsbp) + ord(rsbp1) = 8)} +3381 , HVDCSentBreakPointMWLoss(dt,isl1,rsbp1) ]; +3382 +3383 * SO decide to use symmetric loss curve instead +3384 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) +3385 = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} +3386 , HVDCSentBreakPointMWLoss(dt,isl,rsbp1) ]; +3387 +3388 HVDCReserveBreakPointMWLoss(dt,isl,rsbp) +3389 $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } +3390 = HVDCSentBreakPointMWLoss(dt,isl,rsbp-6); +3391 +3392 * Parameter for lambda loss model end +3393 +3394 * Initialze parameters for NMIR project end ---------------------------------- +3395 +3396 +3397 * Initialise risk/reserve data for the current trade period start +3398 +3399 GenRisk(riskC) $ (ord(riskC) = 1) = yes ; +3400 HVDCrisk(riskC) $ (ord(riskC) = 2) = yes ; +3401 HVDCrisk(riskC) $ (ord(riskC) = 3) = yes ; +3402 ManualRisk(riskC) $ (ord(riskC) = 4) = yes ; +3403 GenRisk(riskC) $ (ord(riskC) = 5) = yes ; +3404 ManualRisk(riskC) $ (ord(riskC) = 6) = yes ; +3405 HVDCsecRisk(riskC) $ (ord(riskC) = 7) = yes ; +3406 HVDCsecRisk(riskC) $ (ord(riskC) = 8) = yes ; +3407 +3408 * Define the CE and ECE risk class set to support the different CE and ECE CVP +3409 ContingentEvents(riskC) $ (ord(riskC) = 1) = yes ; +3410 ContingentEvents(riskC) $ (ord(riskC) = 2) = yes ; +3411 ExtendedContingentEvent(riskC) $ (ord(riskC) = 3) = yes ; +3412 ContingentEvents(riskC) $ (ord(riskC) = 4) = yes ; +3413 ExtendedContingentEvent(riskC) $ (ord(riskC) = 5) = yes ; +3414 ExtendedContingentEvent(riskC) $ (ord(riskC) = 6) = yes ; +3415 ContingentEvents(riskC) $ (ord(riskC) = 7) = yes ; +3416 ExtendedContingentEvent(riskC) $ (ord(riskC) = 8) = yes ; +3417 +3418 * Risk parameters +3419 FreeReserve(dt,isl,resC,riskC) +3420 = riskParameter(dt,isl,resC,riskC,'freeReserve') +3421 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +3422 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(dt,isl1) +3423 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +3424 and (inputGDXGDate >= jdate(2016,10,20)) } +3425 ; +3426 +3427 IslandRiskAdjustmentFactor(dt,isl,resC,riskC) $ useReserveModel +3428 = riskParameter(dt,isl,resC,riskC,'adjustFactor') ; +3429 +3430 * HVDC rampup max - (6.5.1.2) - SPD version 12 +3431 HVDCpoleRampUp(dt,isl,resC,riskC) +3432 = riskParameter(dt,isl,resC,riskC,'HVDCRampUp') ; +3433 +3434 +3435 +3436 * Initialise market node constraint data for the current trading period +3437 MnodeConstraint(dt,MnodeCstr) +3438 $ { sum[ (offer(dt,o),resT,resC) +3439 $ { mnCstrEnrgFactors(dt,MnodeCstr,o) or +3440 mnCnstrResrvFactors(dt,MnodeCstr,o,resC,resT) +3441 }, 1 +3442 ] +3443 or +3444 sum[ (bid(dt,bd),resC) +3445 $ { mnCnstrEnrgBidFactors(dt,MnodeCstr,bd) or +3446 mnCnstrResrvBidFactors(dt,MnodeCstr,bd,resC) +3447 }, 1 +3448 ] +3449 } = yes ; +3450 +3451 MnodeConstraintSense(MnodeConstraint) +3452 = mnCnstrRHS(MnodeConstraint,'cnstrSense') ; +3453 +3454 MnodeConstraintLimit(MnodeConstraint) +3455 = mnCnstrRHS(MnodeConstraint,'cnstrLimit') ; +3456 +3457 +3458 * Generation Ramp Pre_processing ----------------------------------------------- +3459 +3460 * For PRICERESPONSIVEIG generators, The RTD RampRateUp is capped: (4.7.2.2) +3461 if studyMode = 101 or studyMode = 201 then +3462 RampRateUp(offer(dt,o)) $ { windOffer(offer) and priceResponsive(offer) } +3463 = Min[ RampRateUp(offer), rtdIgIncreaseLimit(dt)*60/intervalDuration ]; +3464 endif; +3465 +3466 * Need to initiate value for this parameters before it is used +3467 o_offerEnergy_TP(dt,o) = 0; +3468 +3469 +3470 * TN - Pivot or demand analysis begin +3473 * TN - Pivot or demand analysis begin end +3474 +3476 *===================================================================================== +3477 * 7. The vSPD solve loop +3478 *===================================================================================== +3479 if (studyMode = 101 or studyMode = 201, +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms +3481 *===================================================================================== +3482 * Name: vSPDsolve_RTP.gms +3483 * Function: First RTD solve to update island loss in order to +3484 * adjust node demand +3485 * A new development for Rea +3486 * Developed by: Electricity Authority, New Zealand +3487 * Source: https://github.com/ElectricityAuthority/vSPD +3488 * http://www.emi.ea.govt.nz/Tools/vSPD +3489 * Contact: Forum: http://www.emi.ea.govt.nz/forum/ +3490 * Email: emi@ea.govt.nz +3491 * Created on: 14 Jan 2022 +3492 +3493 *===================================================================================== +3494 +3495 * 7d. Solve Models First Time For Real Time Pricing +3496 *===================================================================================== +3497 * 7. The vSPD solve loop +3498 *===================================================================================== +3499 put_utility temp 'gdxin' / 'C:\vSPD\ElectricityAuthority\Programs\..\Input\\RTD_202210101250_91012022102350483_20221010124902.gdx' ; +3500 execute_load SPDLoadCalcLosses = i_dateTimeSPDLoadCalcLosses ; +3501 put_utility temp 'gdxin' ; +3502 +3503 unsolvedDT(dt) = yes; +3504 VSPDModel(dt) = 0 ; +3505 option clear = useBranchFlowMIP ; +3506 +3507 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +3508 exitLoop = 0; +3509 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +3510 +3511 * 7a. Reset all sets, parameters and variables ------------------------------- +3512 option clear = t ; +3513 * Generation variables +3514 option clear = GENERATION ; +3515 option clear = GENERATIONBLOCK ; +3516 option clear = GENERATIONUPDELTA ; +3517 option clear = GENERATIONDNDELTA ; +3518 * Purchase variables +3519 option clear = PURCHASE ; +3520 option clear = PURCHASEBLOCK ; +3521 * Network variables +3522 option clear = ACNODENETINJECTION ; +3523 option clear = ACNODEANGLE ; +3524 option clear = ACBRANCHFLOW ; +3525 option clear = ACBRANCHFLOWDIRECTED ; +3526 option clear = ACBRANCHLOSSESDIRECTED ; +3527 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +3528 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +3529 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +3530 option clear = HVDCLINKFLOW ; +3531 option clear = HVDCLINKLOSSES ; +3532 option clear = LAMBDA ; +3533 option clear = LAMBDAINTEGER ; +3534 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +3535 option clear = HVDCPOLEFLOW_INTEGER ; +3536 * Risk/Reserve variables +3537 option clear = RISKOFFSET ; +3538 option clear = HVDCREC ; +3539 option clear = ISLANDRISK ; +3540 option clear = RESERVEBLOCK ; +3541 option clear = RESERVE ; +3542 option clear = ISLANDRESERVE; +3543 * NMIR variables +3544 option clear = SHAREDNFR ; +3545 option clear = SHAREDRESERVE ; +3546 option clear = HVDCSENT ; +3547 option clear = RESERVESHAREEFFECTIVE ; +3548 option clear = RESERVESHARERECEIVED ; +3549 option clear = RESERVESHARESENT ; +3550 option clear = HVDCSENDING ; +3551 option clear = INZONE ; +3552 option clear = HVDCSENTINSEGMENT ; +3553 option clear = HVDCRESERVESENT ; +3554 option clear = HVDCSENTLOSS ; +3555 option clear = HVDCRESERVELOSS ; +3556 option clear = LAMBDAHVDCENERGY ; +3557 option clear = LAMBDAHVDCRESERVE ; +3558 option clear = RESERVESHAREPENALTY ; +3559 * Objective +3560 option clear = NETBENEFIT ; +3561 * Violation variables +3562 option clear = TOTALPENALTYCOST ; +3563 option clear = DEFICITBUSGENERATION ; +3564 option clear = SURPLUSBUSGENERATION ; +3565 option clear = DEFICITRESERVE_CE ; +3566 option clear = DEFICITRESERVE_ECE ; +3567 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +3568 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +3569 option clear = DEFICITRAMPRATE ; +3570 option clear = SURPLUSRAMPRATE ; +3571 option clear = DEFICITBRANCHFLOW ; +3572 option clear = SURPLUSBRANCHFLOW ; +3573 option clear = DEFICITMNODECONSTRAINT ; +3574 option clear = SURPLUSMNODECONSTRAINT ; +3575 +3576 option clear = SCARCITYCOST; +3577 option clear = ENERGYSCARCITYBLK ; +3578 option clear = ENERGYSCARCITYNODE; +3579 +3580 * Clear the pole circular branch flow flag +3581 option clear = circularBranchFlowExist ; +3582 option clear = poleCircularBranchFlowExist ; +3583 option clear = northHVDC ; +3584 option clear = southHVDC ; +3585 option clear = manualBranchSegmentMWFlow ; +3586 option clear = manualLossCalculation ; +3587 option clear = nonPhysicalLossExist ; +3588 option clear = modelSolved ; +3589 option clear = LPmodelSolved ; +3590 * Disconnected bus post-processing +3591 option clear = busGeneration ; +3592 option clear = busLoad ; +3593 option clear = busDisconnected ; +3594 option clear = busPrice ; +3595 +3596 +3597 * End reset +3598 +3599 +3600 * 7b. Initialise current trade period and model data ------------------------- +3601 t(dt) $ sequentialSolve = yes; +3602 t(dt1) $ (not sequentialSolve) = yes; +3603 +3604 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +3605 generationStart(offer(t(dt),o)) +3606 $ (sum[ o1, generationStart(dt,o1)] = 0) +3607 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +3608 + these are not used anymore + * Calculation of generation upper limits due to ramp rate limits + * Calculation 5.3.1.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeUp(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } + = Min[ intervalDuration , ( generationMaximum(offer) + - generationStart(offer) + ) / rampRateUp(offer) + ] ; + + * Calculation 5.3.1.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndUp(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; + + + * Calculation of generation lower limits due to ramp rate limits + + * Calculation 5.3.2.2. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeDown(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } + = Min[ intervalDuration, ( generationStart(offer) + - generationMinimum(offer) + ) / rampRateDown(offer) + ] ; + + * Calculation 5.3.2.3. - For primary-secondary offers, only primary offer + * initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndDown(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = Max[ 0, generationStart(offer) + - rampRateDown(offer)*rampTimeDown(offer) ] ; +3644 * Additional pre-processing on parameters end +3645 +3646 +3647 * 7c. Updating the variable bounds before model solve ------------------------ +3648 +3649 * TN - Pivot or Demand Analysis - revise input data +3652 * TN - Pivot or Demand Analysis - revise input data end +3653 +3654 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +3655 +3656 * Offer blocks - Constraint 6.1.1.1 +3657 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +3658 = EnrgOfrMW(genOfrBlk) ; +3659 +3660 GENERATIONBLOCK.fx(t,o,blk) +3661 $ (not genOfrBlk(t,o,blk)) = 0 ; +3662 +3663 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +3664 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +3665 +3666 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +3667 GENERATION.up(offer(t,o)) +3668 $ { windOffer(offer) and priceResponsive(offer) } +3669 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +3670 +3671 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +3672 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3673 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +3674 +3675 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3676 = 0 $ [DemBidMW(t,bd,blk)>0]; +3677 +3678 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +3679 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +3680 = 0 $ [DemBidMW(t,bd,blk)<0]; +3681 +3682 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +3683 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +3684 +3685 PURCHASEBLOCK.fx(t,bd,blk) +3686 $ (not demBidBlk(t,bd,blk)) +3687 = 0 ; +3688 +3689 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +3690 +3691 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +3692 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +3693 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +3694 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +3695 +3696 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +3697 +3698 +3699 *======= HVDC TRANSMISSION EQUATIONS =========================================== +3700 +3701 * Ensure that variables used to specify flow and losses on HVDC link are +3702 * zero for AC branches and for open HVDC links. +3703 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3704 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +3705 +3706 * Apply an upper bound on the weighting parameter based on its definition +3707 LAMBDA.up(branch,bp) = 1 ; +3708 +3709 * Ensure that the weighting factor value is zero for AC branches and for +3710 * invalid loss segments on HVDC links +3711 LAMBDA.fx(HVDClink,bp) +3712 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +3713 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +3714 +3715 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +3716 +3717 +3718 *======= AC TRANSMISSION EQUATIONS ============================================= +3719 +3720 * Ensure that variables used to specify flow and losses on AC branches are +3721 * zero for HVDC links branches and for open AC branches +3722 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +3723 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3724 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +3725 +3726 * Ensure directed block flow and loss block variables are zero for +3727 * non-AC branches and invalid loss segments on AC branches +3728 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +3729 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3730 +3731 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +3732 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +3733 +3734 +3735 * Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses +3736 * corresponding to the reference nodes and the HVDC nodes are set to zero +3737 ACNODEANGLE.fx(t,b) +3738 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +3739 +3740 *======= AC TRANSMISSION EQUATIONS END ========================================= +3741 +3742 +3743 *======= RISK & RESERVE EQUATIONS ============================================== +3744 +3745 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +3746 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +3747 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +3748 +3749 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +3750 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +3751 = ResOfrMW(resOfrBlk) ; +3752 +3753 * Fix the reserve variable for invalid reserve offers. These are offers that +3754 * are either not connected to the grid or have no reserve quantity offered. +3755 RESERVE.fx(t,o,resC,resT) +3756 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +3757 +3758 * NMIR project variables +3759 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3760 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +3761 +3762 * (3.4.2.3) - SPD version 11.0 +3763 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +3764 +3765 * No forward reserve sharing if HVDC capacity is zero +3766 RESERVESHARESENT.fx(t,isl,resC,rd) +3767 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +3768 +3769 * No forward reserve sharing if reserve sharing is disabled +3770 RESERVESHARESENT.fx(t,isl,resC,rd) +3771 $ (reserveShareEnabled(t,resC)=0) = 0; +3772 +3773 * No reserve sharing to cover HVDC risk +3774 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +3775 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +3776 +3777 * (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled +3778 INZONE.fx(t,isl,resC,z) +3779 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +3780 +3781 * (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +3782 INZONE.fx(t,isl,resC,z) +3783 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +3784 +3785 * Fixing Lambda integer variable for energy sent +3786 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +3787 and (ord(bp) = 1) } = 1 ; +3788 +3789 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +3790 +3791 * To be reviewed NMIR +3792 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +3793 $ { (HVDCCapacity(t,isl) = 0) +3794 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +3795 +3796 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +3797 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +3798 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +3799 +3800 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +3801 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +3802 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3803 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +3804 $ (not reserveScarcityEnabled(t)) = 0; +3805 RESERVESHORTFALL.fx(t,isl,resC,riskC) +3806 $ (not reserveScarcityEnabled(t)) = 0; +3807 +3808 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +3809 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3810 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +3811 $ (not reserveScarcityEnabled(t)) = 0; +3812 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +3813 $ (not reserveScarcityEnabled(t)) = 0; +3814 +3815 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +3816 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +3817 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +3818 $ (not reserveScarcityEnabled(t)) = 0; +3819 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +3820 $ (not reserveScarcityEnabled(t)) = 0; +3821 ; +3822 +3823 +3824 *======= RISK & RESERVE EQUATIONS END ========================================== +3825 +3826 +3827 * Updating the variable bounds before model solve end +3828 +3829 +3830 * 7d. Solve Models +3831 * Solve the LP model --------------------------------------------------------- +3832 if( (Sum[t, VSPDModel(t)] = 0), +3833 +3834 if( UseShareReserve, +3835 option bratio = 1 ; +3836 vSPD_NMIR.Optfile = 1 ; +3837 vSPD_NMIR.optcr = MIPOptimality ; +3838 vSPD_NMIR.reslim = MIPTimeLimit ; +3839 vSPD_NMIR.iterlim = MIPIterationLimit ; +3840 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3841 * Set the model solve status +3842 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3843 or (vSPD_NMIR.modelstat = 8) ) +3844 and ( vSPD_NMIR.solvestat = 1 ) } ; +3845 else +3846 option bratio = 1 ; +3847 vSPD.reslim = LPTimeLimit ; +3848 vSPD.iterlim = LPIterationLimit ; +3849 solve vSPD using lp maximizing NETBENEFIT ; +3850 * Set the model solve status +3851 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3852 ) +3853 +3854 * Post a progress message to the console and for use by EMI. +3855 if((ModelSolved = 1) and (sequentialSolve = 0), +3856 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 ' +3857 'is 1st solved successfully.'/ +3858 'Objective function value: ' +3859 NETBENEFIT.l:<15:4 / +3860 'Violation Cost : ' +3861 TOTALPENALTYCOST.l:<15:4 / +3862 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +3863 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 ' +3864 'is 1st solved unsuccessfully.'/ +3865 ) ; +3866 +3867 if((ModelSolved = 1) and (sequentialSolve = 1), +3868 loop(t, +3869 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ') ' +3870 'is 1st solved successfully.'/ +3871 'Objective function value: ' +3872 NETBENEFIT.l:<15:4 / +3873 'Violations cost : ' +3874 TOTALPENALTYCOST.l:<15:4 / +3875 ) ; +3876 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +3877 loop(t, +3878 unsolvedDT(t) = no; +3879 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ') ' +3880 'is 1st solved unsuccessfully.'/ +3881 ) ; +3882 +3883 ) ; +3884 * Solve the LP model end ----------------------------------------------------- +3885 +3886 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +3887 elseif (Sum[t, VSPDModel(t)] = 1), +3888 * Fix the values of these integer variables that are not needed +3889 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +3890 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +3891 +3892 * Fix the integer AC branch flow variable to zero for invalid branches +3893 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +3894 $ (not branch(t,br)) = 0 ; +3895 +3896 * Apply an upper bound on the integer weighting parameter +3897 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +3898 +3899 * Ensure that the weighting factor value is zero for AC branches +3900 * and for invalid loss segments on HVDC links +3901 LAMBDAINTEGER.fx(branch(t,br),bp) +3902 $ { ACbranch(branch) +3903 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +3904 } = 0 ; +3905 +3906 * Fix the lambda integer variable to zero for invalid branches +3907 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +3908 +3909 option bratio = 1 ; +3910 vSPD_BranchFlowMIP.Optfile = 1 ; +3911 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +3912 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +3913 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +3914 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +3915 * Set the model solve status +3916 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +3917 (vSPD_BranchFlowMIP.modelstat = 8) +3918 ] +3919 and +3920 [ vSPD_BranchFlowMIP.solvestat = 1 ] +3921 } ; +3922 +3923 * Post a progress message for use by EMI. +3924 if(ModelSolved = 1, +3925 +3926 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +3927 SOS1_solve(t) = yes; +3928 +3929 loop(t, +3930 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ') ' +3931 'is 1st solved successfully for branch integer.'/ +3932 'Objective function value: ' +3933 NETBENEFIT.l:<15:4 / +3934 'Violations cost : ' +3935 TOTALPENALTYCOST.l:<15:4 / +3936 ) ; +3937 else +3938 loop(t, +3939 unsolvedDT(t) = yes; +3940 VSPDModel(t) = 2; +3941 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ') ' +3942 'is 1st solved unsuccessfully for branch integer.'/ +3943 ) ; +3944 ) ; +3945 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +3946 +3947 +3948 +3949 * Solve the LP model and stop ------------------------------------------------ +3950 elseif (Sum[t, VSPDModel(t)] = 2), +3951 +3952 if( UseShareReserve, +3953 option bratio = 1 ; +3954 vSPD_NMIR.Optfile = 1 ; +3955 vSPD_NMIR.optcr = MIPOptimality ; +3956 vSPD_NMIR.reslim = MIPTimeLimit ; +3957 vSPD_NMIR.iterlim = MIPIterationLimit ; +3958 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +3959 * Set the model solve status +3960 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +3961 or (vSPD_NMIR.modelstat = 8) ) +3962 and ( vSPD_NMIR.solvestat = 1 ) } ; +3963 else +3964 option bratio = 1 ; +3965 vSPD.reslim = LPTimeLimit ; +3966 vSPD.iterlim = LPIterationLimit ; +3967 solve vSPD using lp maximizing NETBENEFIT ; +3968 * Set the model solve status +3969 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +3970 ) +3971 +3972 * Post a progress message for use by EMI. +3973 if( ModelSolved = 1, +3974 loop(t, +3975 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ')' +3976 ' integer resolve was unsuccessful.' / +3977 'Reverting back to linear solve and ' +3978 'solve successfully. ' / +3979 'Objective function value: ' +3980 NETBENEFIT.l:<15:4 / +3981 'Violations cost : ' +3982 TOTALPENALTYCOST.l:<15:4 / +3983 'Solution may have circulating flows ' +3984 'and/or non-physical losses.' / +3985 ) ; +3986 else +3987 loop(t, +3988 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl +3989 ') integer solve was unsuccessful. ' +3990 'Reverting back to linear solve. ' +3991 'Linear solve unsuccessful.' / +3992 ) ; +3993 ) ; +3994 +3995 unsolvedDT(t) = no; +3996 +3997 * Solve the LP model and stop end -------------------------------------------- +3998 +3999 ) ; +4000 * Solve the models end +4001 +4002 +4003 +4004 * 6e. Check if the LP results are valid -------------------------------------- +4005 if((ModelSolved = 1), +4006 useBranchFlowMIP(t) = 0 ; +4007 * Check if there is no branch circular flow and non-physical losses +4008 Loop( t $ (VSPDModel(t)=0) , +4009 +4010 * Check if there are circulating branch flows on loss AC branches +4011 circularBranchFlowExist(ACbranch(t,br)) +4012 $ { LossBranch(ACbranch) and +4013 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4014 - abs(ACBRANCHFLOW.l(ACbranch)) +4015 ) > circularBranchFlowTolerance +4016 ] +4017 } = 1 ; +4018 +4019 * Determine the circular branch flow flag on each HVDC pole +4020 TotalHVDCpoleFlow(t,pole) +4021 = sum[ br $ HVDCpoleBranchMap(pole,br) +4022 , HVDCLINKFLOW.l(t,br) ] ; +4023 +4024 MaxHVDCpoleFlow(t,pole) +4025 = smax[ br $ HVDCpoleBranchMap(pole,br) +4026 , HVDCLINKFLOW.l(t,br) ] ; +4027 +4028 poleCircularBranchFlowExist(t,pole) +4029 $ { ( TotalHVDCpoleFlow(t,pole) +4030 - MaxHVDCpoleFlow(t,pole) +4031 ) > circularBranchFlowTolerance +4032 } = 1 ; +4033 +4034 * Check if there are circulating branch flows on HVDC +4035 NorthHVDC(t) +4036 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4037 busIsland(t,b,isl) and +4038 HVDClinkSendingBus(t,br,b) and +4039 HVDClink(t,br) +4040 }, HVDCLINKFLOW.l(t,br) +4041 ] ; +4042 +4043 SouthHVDC(t) +4044 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4045 busIsland(t,b,isl) and +4046 HVDClinkSendingBus(t,br,b) and +4047 HVDClink(t,br) +4048 }, HVDCLINKFLOW.l(t,br) +4049 ] ; +4050 +4051 circularBranchFlowExist(t,br) +4052 $ { HVDClink(t,br) and LossBranch(t,br) and +4053 (NorthHVDC(t) > circularBranchFlowTolerance) and +4054 (SouthHVDC(t) > circularBranchFlowTolerance) +4055 } = 1 ; +4056 +4057 * Check if there are non-physical losses on HVDC links +4058 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4059 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4060 and validLossSegment(t,br,los,fd) } +4061 = Min[ Max( 0, +4062 [ abs(HVDCLINKFLOW.l(HVDClink)) +4063 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4064 ] +4065 ), +4066 ( LossSegmentMW(HVDClink,los,fd) +4067 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4068 ) +4069 ] ; +4070 +4071 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4072 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4073 , LossSegmentFactor(HVDClink,los,fd) +4074 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4075 ] ; +4076 +4077 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4078 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4079 - ManualLossCalculation(HVDClink) +4080 ) > NonPhysicalLossTolerance +4081 } = 1 ; +4082 +4083 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4084 * and non-physical loss branches exceeds the specified tolerance +4085 useBranchFlowMIP(t) +4086 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4087 , resolveCircularBranchFlows +4088 * circularBranchFlowExist(t,br) +4089 ] +4090 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4091 , resolveCircularBranchFlows +4092 * circularBranchFlowExist(t,br) +4093 + resolveHVDCnonPhysicalLosses +4094 * NonPhysicalLossExist(t,br) +4095 ] +4096 + sum[ pole, resolveCircularBranchFlows +4097 * poleCircularBranchFlowExist(t,pole) +4098 ] +4099 ) > UseBranchFlowMIPTolerance +4100 } = 1 ; +4101 +4102 * Check if there is no branch circular flow and non-physical losses end +4103 ); +4104 +4105 * A period is unsolved if MILP model is required +4106 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4107 +4108 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4109 loop( unsolvedDT(t), +4110 if( UseBranchFlowMIP(t) >= 1, +4111 VSPDModel(t) = 1; +4112 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 requires a ' +4113 'vSPD_BranchFlowMIP resolve for period ' +4114 t.tl '. Switching Vectorisation OFF.'/ +4115 ) ; +4116 +4117 ) ; +4118 +4119 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4120 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4121 +4122 * Check if the LP results are valid end +4123 ) ; +4124 +4125 * End of the solve vSPD loop +4126 ] ; +4127 * End of the While loop +4128 ); +4129 +4130 +4131 * Real Time Pricing - Second RTD load calculation +4132 +4133 * Calculate Island-level MW losses used to calculate the Island-level load +4134 * forecast from the InputIPS and the IslandPSD. +4135 * 2nd solve loop --> SystemLosses as calculated in section 8.1' +4136 LoadCalcLosses(t,isl) +4137 = Sum[ (br,frB,toB) +4138 $ { ACbranch(t,br) and busIsland(t,toB,isl) +4139 and branchBusDefn(t,br,frB,toB) +4140 }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] +4141 + branchFixedLoss(t,br) +4142 ] +4143 +4144 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4145 branchBusDefn(t,br,frB,toB) and +4146 ( busIsland(t,toB,isl) or +4147 busIsland(t,frB,isl) +4148 ) +4149 }, 0.5 * branchFixedLoss(t,br) +4150 ] +4151 + Sum[ (br,frB,toB) $ { HVDClink(t,br) and +4152 branchBusDefn(t,br,frB,toB) and +4153 busIsland(t,toB,isl) and +4154 (not (busIsland(t,frB,isl))) +4155 }, HVDCLINKLOSSES.l(t,br) +4156 ] +4157 ; +4158 +4159 * Check if vSPD LoadCalcLosses = SPD LoadCalcLosses +4160 * if not, let's just use SPD LoadCalcLosses +4161 loop ( (t,isl), +4162 if ( ( SPDLoadCalcLosses(t,isl) > 0 ) +4163 and ( abs( SPDLoadCalcLosses(t,isl)-LoadCalcLosses(t,isl) )>0.001 ) , +4164 +4165 putclose rep 'Recalulated losses for ' isl.tl ' are different ' +4166 'between vSPD (' LoadCalcLosses(t,isl):<7:4 +4167 ') and SPD (' SPDLoadCalcLosses(t,isl):<7:4 +4168 '). We use SPD number instead' / ; +4169 LoadCalcLosses(t,isl) = SPDLoadCalcLosses(t,isl) ; +4170 +4171 ); +4172 ); +4173 +4174 +4175 * Calculate first target total load [4.10.6.5] +4176 * Island-level MW load forecast. For the second loop: +4177 * replace LoadCalcLosses(tp,isl) = islandLosses(tp,isl); +4178 TargetTotalLoad(t,isl) = islandMWIPS(t,isl) +4179 + islandPDS(t,isl) +4180 - LoadCalcLosses(t,isl) ; +4181 +4182 * Flag if estimate load is scalable [4.10.6.7] +4183 * Binary value. If True then ConformingFactor load MW will be scaled in order to +4184 * calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +4185 * assigned directly to EstimatedInitialLoad +4186 EstLoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4187 and (ConformingFactor(t,n) > 0) } ; +4188 +4189 * Calculate estimate non-scalable load 4.10.6.8] +4190 * For a non-conforming Pnode this will be the NonConformingLoad MW input, for a +4191 * conforming Pnode this will be the ConformingFactor MW input if that value is +4192 * negative, otherwise it will be zero +4193 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 1 ) = NonConformingLoad(t,n); +4194 EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 0 ) = ConformingFactor(t,n); +4195 EstNonScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = 0; +4196 +4197 * Calculate estimate scalable load [4.10.6.10] +4198 * For a non-conforming Pnode this value will be zero. For a conforming Pnode +4199 * this value will be the ConformingFactor if it is non-negative, otherwise this +4200 * value will be zero' +4201 EstScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = ConformingFactor(t,n); +4202 +4203 +4204 * Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +4205 * in order to calculate EstimatedInitialLoad +4206 EstScalingFactor(t,isl) +4207 = (islandMWIPS(t,isl) - LoadCalcLosses(t,isl) +4208 - Sum[ n $ nodeIsland(t,n,isl), EstNonScalableLoad(t,n) ] +4209 ) / Sum[ n $ nodeIsland(t,n,isl), EstScalableLoad(t,n) ] +4210 +4211 ; +4212 +4213 * Calculate estimate initial load [4.10.6.6] +4214 * Calculated estimate of initial MW load, available to be used as an +4215 * alternative to InputInitialLoad +4216 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) +4217 = ConformingFactor(t,n) * Sum[ isl $ nodeisland(t,n,isl) +4218 , EstScalingFactor(t,isl)] ; +4219 * TN- There is a bug in this equarion +4220 EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 0 ) +4221 * = NonConformingLoad(t,n); +4222 = EstNonScalableLoad(t,n); +4223 +4224 * Calculate initial load [4.10.6.2] +4225 * Value that represents the Pnode load MW at the start of the solution +4226 * interval. Depending on the inputs this value will be either actual load, +4227 * an operator applied override or an estimated initial load +4228 InitialLoad(t,n) = InputInitialLoad(t,n); +4229 InitialLoad(t,n) $ { (LoadIsOverride(t,n) = 0) +4230 and ( (useActualLoad(t) = 0) +4231 or (LoadIsBad(t,n) = 1) ) +4232 } = EstimatedInitialLoad(t,n) ; +4233 +4234 * Flag if load is scalable [4.10.6.4] +4235 * Binary value. If True then the Pnode InitialLoad will be scaled in order to +4236 * calculate RequiredLoad, if False then Pnode InitialLoad will be directly +4237 * assigned to RequiredLoad +4238 LoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) +4239 and (LoadIsOverride(t,n) = 0) +4240 and (InitialLoad(t,n) >= 0) } ; +4241 +4242 * Calculate Island-level scaling factor [4.10.6.3] +4243 * --> applied to InitialLoad in order to calculate RequiredLoad +4244 LoadScalingFactor(t,isl) +4245 = ( TargetTotalLoad(t,isl) +4246 - Sum[ n $ { nodeIsland(t,n,isl) +4247 and (LoadIsScalable(t,n) = 0) }, InitialLoad(t,n) ] +4248 ) / Sum[ n $ { nodeIsland(t,n,isl) +4249 and (LoadIsScalable(t,n) = 1) }, InitialLoad(t,n) ] +4250 ; +4251 +4252 * Calculate RequiredLoad [4.10.6.1] +4253 RequiredLoad(t,n) $ LoadIsScalable(t,n) +4254 = InitialLoad(t,n) * sum[ isl $ nodeisland(t,n,isl) +4255 , LoadScalingFactor(t,isl) ]; +4256 +4257 RequiredLoad(t,n) $ (LoadIsScalable(t,n) = 0) = InitialLoad(t,n); +4258 +4259 RequiredLoad(t,n) = RequiredLoad(t,n) +4260 + [instructedloadshed(t,n) $ instructedshedactive(t,n)] ; +4261 +4262 +4263 * Recalculate energy scarcity limits ------------------------------------------- +4264 ScarcityEnrgLimit(t,n,blk) = 0 ; +4265 +4266 ScarcityEnrgLimit(t,n,blk) $ energyScarcityEnabled(t) +4267 = scarcityEnrgNodeLimit(t,n,blk); +4268 +4269 ScarcityEnrgLimit(t,n,blk) +4270 $ { energyScarcityEnabled(t) +4271 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4272 and (RequiredLoad(t,n) > 0) +4273 } +4274 = scarcityEnrgNodeFactor(t,n,blk) * RequiredLoad(t,n); +4275 +4276 ScarcityEnrgLimit(t,n,blk) +4277 $ { energyScarcityEnabled(t) +4278 and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) +4279 and (RequiredLoad(t,n) > 0) +4280 } +4281 = scarcityEnrgNationalFactor(t,blk) * RequiredLoad(t,n); +4282 *------------------------------------------------------------------------------- +4283 +4284 +4285 +4286 * Update Free Reserve and SharedNFRmax +4287 * Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.1.2) +4288 sharedNFRLoad(t,isl) +4289 = sum[ nodeIsland(t,n,isl), RequiredLoad(t,n)] +4290 + sum[ (bd,blk) $ bidIsland(t,bd,isl), DemBidMW(t,bd,blk) ] +4291 - sharedNFRLoadOffset(t,isl) ; +4292 +4293 sharedNFRMax(t,isl) = Min{ RMTReserveLimitTo(t,isl,'FIR'), +4294 sharedNFRFactor(t)*sharedNFRLoad(t,isl) } ; +4295 +4296 * Risk parameters +4297 FreeReserve(t,isl,resC,riskC) +4298 = riskParameter(t,isl,resC,riskC,'freeReserve') +4299 * NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 +4300 - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(t,isl1) +4301 ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) +4302 and (inputGDXGDate >= jdate(2016,10,20)) } +4303 ; +4304 +4305 * 6.5.2.3 Total shared NFR is capped by shared NFR max +4306 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4307 +4308 *); +4309 +4310 +4311 +4312 ) ; +4313 +4314 +4315 unsolvedDT(dt) = yes; +4316 VSPDModel(dt) = 0 ; +4317 option clear = useBranchFlowMIP ; +4318 +4319 While ( Sum[ dt $ unsolvedDT(dt), 1 ], +4320 exitLoop = 0; +4321 loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, +4322 +4323 * 7a. Reset all sets, parameters and variables ------------------------------- +4324 option clear = t ; +4325 * Generation variables +4326 option clear = GENERATION ; +4327 option clear = GENERATIONBLOCK ; +4328 option clear = GENERATIONUPDELTA ; +4329 option clear = GENERATIONDNDELTA ; +4330 * Purchase variables +4331 option clear = PURCHASE ; +4332 option clear = PURCHASEBLOCK ; +4333 * Network variables +4334 option clear = ACNODENETINJECTION ; +4335 option clear = ACNODEANGLE ; +4336 option clear = ACBRANCHFLOW ; +4337 option clear = ACBRANCHFLOWDIRECTED ; +4338 option clear = ACBRANCHLOSSESDIRECTED ; +4339 option clear = ACBRANCHFLOWBLOCKDIRECTED ; +4340 option clear = ACBRANCHLOSSESBLOCKDIRECTED ; +4341 option clear = ACBRANCHFLOWDIRECTED_INTEGER ; +4342 option clear = HVDCLINKFLOW ; +4343 option clear = HVDCLINKLOSSES ; +4344 option clear = LAMBDA ; +4345 option clear = LAMBDAINTEGER ; +4346 option clear = HVDCLINKFLOWDIRECTED_INTEGER ; +4347 option clear = HVDCPOLEFLOW_INTEGER ; +4348 * Risk/Reserve variables +4349 option clear = RISKOFFSET ; +4350 option clear = HVDCREC ; +4351 option clear = ISLANDRISK ; +4352 option clear = RESERVEBLOCK ; +4353 option clear = RESERVE ; +4354 option clear = ISLANDRESERVE; +4355 * NMIR variables +4356 option clear = SHAREDNFR ; +4357 option clear = SHAREDRESERVE ; +4358 option clear = HVDCSENT ; +4359 option clear = RESERVESHAREEFFECTIVE ; +4360 option clear = RESERVESHARERECEIVED ; +4361 option clear = RESERVESHARESENT ; +4362 option clear = HVDCSENDING ; +4363 option clear = INZONE ; +4364 option clear = HVDCSENTINSEGMENT ; +4365 option clear = HVDCRESERVESENT ; +4366 option clear = HVDCSENTLOSS ; +4367 option clear = HVDCRESERVELOSS ; +4368 option clear = LAMBDAHVDCENERGY ; +4369 option clear = LAMBDAHVDCRESERVE ; +4370 option clear = RESERVESHAREPENALTY ; +4371 * Objective +4372 option clear = NETBENEFIT ; +4373 * Violation variables +4374 option clear = TOTALPENALTYCOST ; +4375 option clear = DEFICITBUSGENERATION ; +4376 option clear = SURPLUSBUSGENERATION ; +4377 option clear = DEFICITRESERVE_CE ; +4378 option clear = DEFICITRESERVE_ECE ; +4379 option clear = DEFICITBRANCHSECURITYCONSTRAINT ; +4380 option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; +4381 option clear = DEFICITRAMPRATE ; +4382 option clear = SURPLUSRAMPRATE ; +4383 option clear = DEFICITBRANCHFLOW ; +4384 option clear = SURPLUSBRANCHFLOW ; +4385 option clear = DEFICITMNODECONSTRAINT ; +4386 option clear = SURPLUSMNODECONSTRAINT ; +4387 +4388 option clear = SCARCITYCOST; +4389 option clear = ENERGYSCARCITYBLK ; +4390 option clear = ENERGYSCARCITYNODE; +4391 +4392 option clear = RESERVESHORTFALLBLK; +4393 option clear = RESERVESHORTFALL; +4394 option clear = RESERVESHORTFALLUNITBLK; +4395 option clear = RESERVESHORTFALLUNIT; +4396 option clear = RESERVESHORTFALLGROUPBLK; +4397 option clear = RESERVESHORTFALLGROUP; +4398 +4399 * Clear the pole circular branch flow flag +4400 option clear = circularBranchFlowExist ; +4401 option clear = poleCircularBranchFlowExist ; +4402 option clear = northHVDC ; +4403 option clear = southHVDC ; +4404 option clear = manualBranchSegmentMWFlow ; +4405 option clear = manualLossCalculation ; +4406 option clear = nonPhysicalLossExist ; +4407 option clear = modelSolved ; +4408 option clear = LPmodelSolved ; +4409 * Disconnected bus post-processing +4410 option clear = busGeneration ; +4411 option clear = busLoad ; +4412 option clear = busDisconnected ; +4413 option clear = busPrice ; +4414 +4415 +4416 * End reset +4417 +4418 +4419 * 7b. Initialise current trade period and model data ------------------------- +4420 t(dt) $ sequentialSolve = yes; +4421 t(dt1) $ (not sequentialSolve) = yes; +4422 +4423 * Update initial MW if run NRSS, PRSS, NRSL, PRSL +4424 generationStart(offer(t(dt),o)) +4425 $ (sum[ o1, generationStart(dt,o1)] = 0) +4426 = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; +4427 +4428 * Additional pre-processing on parameters end +4429 +4430 +4431 * 7c. Updating the variable bounds before model solve ------------------------ +4432 +4433 * TN - Pivot or Demand Analysis - revise input data +4436 * TN - Pivot or Demand Analysis - revise input data end +4437 +4438 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== +4439 +4440 * Offer blocks - Constraint 6.1.1.1 +4441 GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) +4442 = EnrgOfrMW(genOfrBlk) ; +4443 +4444 GENERATIONBLOCK.fx(t,o,blk) +4445 $ (not genOfrBlk(t,o,blk)) = 0 ; +4446 +4447 * Constraint 6.1.1.2 - Fix the invalid generation to Zero +4448 GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; +4449 +4450 * Constraint 6.1.1.3 - Set Upper Bound for intermittent generation +4451 GENERATION.up(offer(t,o)) +4452 $ { windOffer(offer) and priceResponsive(offer) } +4453 = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; +4454 +4455 * Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid +4456 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) +4457 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; +4458 +4459 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4460 = 0 $ [DemBidMW(t,bd,blk)>0]; +4461 +4462 * Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid +4463 PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) $ [DemBidMW(t,bd,blk)<0] = 0; +4464 +4465 PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) +4466 = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; +4467 +4468 PURCHASEBLOCK.fx(t,bd,blk) +4469 $ (not demBidBlk(t,bd,blk)) +4470 = 0 ; +4471 +4472 PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; +4473 +4474 * Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block +4475 ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; +4476 ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; +4477 ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; +4478 +4479 *======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== +4480 +4481 +4482 *======= HVDC TRANSMISSION EQUATIONS =========================================== +4483 +4484 * Ensure that variables used to specify flow and losses on HVDC link are +4485 * zero for AC branches and for open HVDC links. +4486 HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4487 HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; +4488 +4489 * Apply an upper bound on the weighting parameter based on its definition +4490 LAMBDA.up(branch,bp) = 1 ; +4491 +4492 * Ensure that the weighting factor value is zero for AC branches and for +4493 * invalid loss segments on HVDC links +4494 LAMBDA.fx(HVDClink,bp) +4495 $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; +4496 LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; +4497 +4498 *======= HVDC TRANSMISSION EQUATIONS END ======================================= +4499 +4500 +4501 *======= AC TRANSMISSION EQUATIONS ============================================= +4502 +4503 * Ensure that variables used to specify flow and losses on AC branches are +4504 * zero for HVDC links branches and for open AC branches +4505 ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; +4506 ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4507 ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; +4508 +4509 * Ensure directed block flow and loss block variables are zero for +4510 * non-AC branches and invalid loss segments on AC branches +4511 ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) +4512 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4513 +4514 ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) +4515 $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; +4516 +4517 +4518 * Constraint 6.4.1.10 - Ensure that the bus voltage angle for the buses +4519 * corresponding to the reference nodes are set to zero +4520 ACNODEANGLE.fx(t,b) +4521 $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; +4522 +4523 *======= AC TRANSMISSION EQUATIONS END ========================================= +4524 +4525 +4526 *======= RISK & RESERVE EQUATIONS ============================================== +4527 +4528 * Ensure that all the invalid reserve blocks are set to zero for offers and purchasers +4529 RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) +4530 $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; +4531 +4532 * Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. +4533 RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) +4534 = ResOfrMW(resOfrBlk) ; +4535 +4536 * Fix the reserve variable for invalid reserve offers. These are offers that +4537 * are either not connected to the grid or have no reserve quantity offered. +4538 RESERVE.fx(t,o,resC,resT) +4539 $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; +4540 +4541 * NMIR project variables +4542 HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4543 HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; +4544 +4545 * Total shared NFR is capped by shared NFR max(6.5.2.3) +4546 SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; +4547 +4548 * No forward reserve sharing if HVDC capacity is zero +4549 RESERVESHARESENT.fx(t,isl,resC,rd) +4550 $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; +4551 +4552 * No forward reserve sharing if reserve sharing is disabled +4553 RESERVESHARESENT.fx(t,isl,resC,rd) +4554 $ (reserveShareEnabled(t,resC)=0) = 0; +4555 +4556 * No reserve sharing to cover HVDC risk +4557 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; +4558 RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; +4559 +4560 * (6.5.2.16) - SPD version 11 - no RP zone if reserve round power disabled +4561 INZONE.fx(t,isl,resC,z) +4562 $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; +4563 +4564 * (6.5.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled +4565 INZONE.fx(t,isl,resC,z) +4566 $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; +4567 +4568 * Fixing Lambda integer variable for energy sent +4569 LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) +4570 and (ord(bp) = 1) } = 1 ; +4571 +4572 LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; +4573 +4574 * To be reviewed NMIR +4575 LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) +4576 $ { (HVDCCapacity(t,isl) = 0) +4577 and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; +4578 +4579 LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) +4580 $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) +4581 and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; +4582 +4583 * Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall +4584 RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) +4585 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4586 RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) +4587 $ (not reserveScarcityEnabled(t)) = 0; +4588 RESERVESHORTFALL.fx(t,isl,resC,riskC) +4589 $ (not reserveScarcityEnabled(t)) = 0; +4590 +4591 RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) +4592 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4593 RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) +4594 $ (not reserveScarcityEnabled(t)) = 0; +4595 RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) +4596 $ (not reserveScarcityEnabled(t)) = 0; +4597 +4598 RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) +4599 = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); +4600 RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) +4601 $ (not reserveScarcityEnabled(t)) = 0; +4602 RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) +4603 $ (not reserveScarcityEnabled(t)) = 0; +4604 ; +4605 +4606 +4607 *======= RISK & RESERVE EQUATIONS END ========================================== +4608 +4609 +4610 * Updating the variable bounds before model solve end +4611 +4612 +4613 * 7d. Solve Models +4614 +4615 * Solve the LP model --------------------------------------------------------- +4616 if( (Sum[t, VSPDModel(t)] = 0), +4617 +4618 if( UseShareReserve, +4619 option bratio = 1 ; +4620 vSPD_NMIR.Optfile = 1 ; +4621 vSPD_NMIR.optcr = MIPOptimality ; +4622 vSPD_NMIR.reslim = MIPTimeLimit ; +4623 vSPD_NMIR.iterlim = MIPIterationLimit ; +4624 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4625 * Set the model solve status +4626 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4627 or (vSPD_NMIR.modelstat = 8) ) +4628 and ( vSPD_NMIR.solvestat = 1 ) } ; +4629 else +4630 option bratio = 1 ; +4631 vSPD.reslim = LPTimeLimit ; +4632 vSPD.iterlim = LPIterationLimit ; +4633 solve vSPD using lp maximizing NETBENEFIT ; +4634 * Set the model solve status +4635 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4636 ) +4637 +4638 * Post a progress message to the console and for use by EMI. +4639 if((ModelSolved = 1) and (sequentialSolve = 0), +4640 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 ' +4641 'is solved successfully.'/ +4642 'Objective function value: ' +4643 NETBENEFIT.l:<15:4 / +4644 'Violation Cost : ' +4645 TOTALPENALTYCOST.l:<15:4 / +4646 elseif((ModelSolved = 0) and (sequentialSolve = 0)), +4647 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 ' +4648 'is solved unsuccessfully.'/ +4649 ) ; +4650 +4651 if((ModelSolved = 1) and (sequentialSolve = 1), +4652 loop(t, +4653 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ') ' +4654 'is solved successfully.'/ +4655 'Objective function value: ' +4656 NETBENEFIT.l:<15:4 / +4657 'Violations cost : ' +4658 TOTALPENALTYCOST.l:<15:4 / +4659 ) ; +4660 elseif((ModelSolved = 0) and (sequentialSolve = 1)), +4661 loop(t, +4662 unsolvedDT(t) = no; +4663 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ') ' +4664 'is solved unsuccessfully.'/ +4665 ) ; +4666 +4667 ) ; +4668 * Solve the LP model end ----------------------------------------------------- +4669 +4670 +4671 * Solve the vSPD_BranchFlowMIP ----------------------------------------------- +4672 elseif (Sum[t, VSPDModel(t)] = 1), +4673 * Fix the values of these integer variables that are not needed +4674 ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) +4675 $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; +4676 +4677 * Fix the integer AC branch flow variable to zero for invalid branches +4678 ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) +4679 $ (not branch(t,br)) = 0 ; +4680 +4681 * Apply an upper bound on the integer weighting parameter +4682 LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; +4683 +4684 * Ensure that the weighting factor value is zero for AC branches +4685 * and for invalid loss segments on HVDC links +4686 LAMBDAINTEGER.fx(branch(t,br),bp) +4687 $ { ACbranch(branch) +4688 or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) +4689 } = 0 ; +4690 +4691 * Fix the lambda integer variable to zero for invalid branches +4692 LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; +4693 +4694 option bratio = 1 ; +4695 vSPD_BranchFlowMIP.Optfile = 1 ; +4696 vSPD_BranchFlowMIP.optcr = MIPOptimality ; +4697 vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; +4698 vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; +4699 solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +4700 * Set the model solve status +4701 ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or +4702 (vSPD_BranchFlowMIP.modelstat = 8) +4703 ] +4704 and +4705 [ vSPD_BranchFlowMIP.solvestat = 1 ] +4706 } ; +4707 +4708 * Post a progress message for use by EMI. +4709 if(ModelSolved = 1, +4710 +4711 * TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve +4712 SOS1_solve(t) = yes; +4713 +4714 loop(t, +4715 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ') ' +4716 'is solved successfully for branch integer.'/ +4717 'Objective function value: ' +4718 NETBENEFIT.l:<15:4 / +4719 'Violations cost : ' +4720 TOTALPENALTYCOST.l:<15:4 / +4721 ) ; +4722 else +4723 loop(t, +4724 unsolvedDT(t) = yes; +4725 VSPDModel(t) = 2; +4726 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ') ' +4727 'is solved unsuccessfully for branch integer.'/ +4728 ) ; +4729 ) ; +4730 * Solve the vSPD_BranchFlowMIP model end ------------------------------------- +4731 +4732 +4733 * Solve the LP model and stop ------------------------------------------------ +4734 elseif (Sum[t, VSPDModel(t)] = 2), +4735 +4736 if( UseShareReserve, +4737 option bratio = 1 ; +4738 vSPD_NMIR.Optfile = 1 ; +4739 vSPD_NMIR.optcr = MIPOptimality ; +4740 vSPD_NMIR.reslim = MIPTimeLimit ; +4741 vSPD_NMIR.iterlim = MIPIterationLimit ; +4742 solve vSPD_NMIR using mip maximizing NETBENEFIT ; +4743 * Set the model solve status +4744 ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) +4745 or (vSPD_NMIR.modelstat = 8) ) +4746 and ( vSPD_NMIR.solvestat = 1 ) } ; +4747 else +4748 option bratio = 1 ; +4749 vSPD.reslim = LPTimeLimit ; +4750 vSPD.iterlim = LPIterationLimit ; +4751 solve vSPD using lp maximizing NETBENEFIT ; +4752 * Set the model solve status +4753 ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; +4754 ) +4755 +4756 * Post a progress message for use by EMI. +4757 if( ModelSolved = 1, +4758 loop(t, +4759 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl ')' +4760 ' integer resolve was unsuccessful.' / +4761 'Reverting back to linear solve and ' +4762 'solve successfully. ' / +4763 'Objective function value: ' +4764 NETBENEFIT.l:<15:4 / +4765 'Violations cost : ' +4766 TOTALPENALTYCOST.l:<15:4 / +4767 'Solution may have circulating flows ' +4768 'and/or non-physical losses.' / +4769 ) ; +4770 else +4771 loop(t, +4772 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 (' t.tl +4773 ') integer solve was unsuccessful. ' +4774 'Reverting back to linear solve. ' +4775 'Linear solve unsuccessful.' / +4776 ) ; +4777 ) ; +4778 +4779 unsolvedDT(t) = no; +4780 +4781 * Solve the LP model and stop end -------------------------------------------- +4782 +4783 ) ; +4784 * Solve the models end +4785 +4786 +4787 +4788 * 6e. Check if the LP results are valid -------------------------------------- +4789 if((ModelSolved = 1), +4790 useBranchFlowMIP(t) = 0 ; +4791 * Check if there is no branch circular flow and non-physical losses +4792 Loop( t $ (VSPDModel(t)=0) , +4793 +4794 * Check if there are circulating branch flows on loss AC branches +4795 circularBranchFlowExist(ACbranch(t,br)) +4796 $ { LossBranch(ACbranch) and +4797 [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] +4798 - abs(ACBRANCHFLOW.l(ACbranch)) +4799 ) > circularBranchFlowTolerance +4800 ] +4801 } = 1 ; +4802 +4803 * Determine the circular branch flow flag on each HVDC pole +4804 TotalHVDCpoleFlow(t,pole) +4805 = sum[ br $ HVDCpoleBranchMap(pole,br) +4806 , HVDCLINKFLOW.l(t,br) ] ; +4807 +4808 MaxHVDCpoleFlow(t,pole) +4809 = smax[ br $ HVDCpoleBranchMap(pole,br) +4810 , HVDCLINKFLOW.l(t,br) ] ; +4811 +4812 poleCircularBranchFlowExist(t,pole) +4813 $ { ( TotalHVDCpoleFlow(t,pole) +4814 - MaxHVDCpoleFlow(t,pole) +4815 ) > circularBranchFlowTolerance +4816 } = 1 ; +4817 +4818 * Check if there are circulating branch flows on HVDC +4819 NorthHVDC(t) +4820 = sum[ (isl,b,br) $ { (ord(isl) = 2) and +4821 busIsland(t,b,isl) and +4822 HVDClinkSendingBus(t,br,b) and +4823 HVDClink(t,br) +4824 }, HVDCLINKFLOW.l(t,br) +4825 ] ; +4826 +4827 SouthHVDC(t) +4828 = sum[ (isl,b,br) $ { (ord(isl) = 1) and +4829 busIsland(t,b,isl) and +4830 HVDClinkSendingBus(t,br,b) and +4831 HVDClink(t,br) +4832 }, HVDCLINKFLOW.l(t,br) +4833 ] ; +4834 +4835 circularBranchFlowExist(t,br) +4836 $ { HVDClink(t,br) and LossBranch(t,br) and +4837 (NorthHVDC(t) > circularBranchFlowTolerance) and +4838 (SouthHVDC(t) > circularBranchFlowTolerance) +4839 } = 1 ; +4840 +4841 * Check if there are non-physical losses on HVDC links +4842 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +4843 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +4844 and validLossSegment(t,br,los,fd) } +4845 = Min[ Max( 0, +4846 [ abs(HVDCLINKFLOW.l(HVDClink)) +4847 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4848 ] +4849 ), +4850 ( LossSegmentMW(HVDClink,los,fd) +4851 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +4852 ) +4853 ] ; +4854 +4855 ManualLossCalculation(LossBranch(HVDClink(t,br))) +4856 = sum[ (los,fd) $ validLossSegment(t,br,los,fd) +4857 , LossSegmentFactor(HVDClink,los,fd) +4858 * ManualBranchSegmentMWFlow(HVDClink,los,fd) +4859 ] ; +4860 +4861 NonPhysicalLossExist(LossBranch(HVDClink(t,br))) +4862 $ { abs( HVDCLINKLOSSES.l(HVDClink) +4863 - ManualLossCalculation(HVDClink) +4864 ) > NonPhysicalLossTolerance +4865 } = 1 ; +4866 +4867 * Set UseBranchFlowMIP = 1 if the number of circular branch flow +4868 * and non-physical loss branches exceeds the specified tolerance +4869 useBranchFlowMIP(t) +4870 $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } +4871 , resolveCircularBranchFlows +4872 * circularBranchFlowExist(t,br) +4873 ] +4874 + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } +4875 , resolveCircularBranchFlows +4876 * circularBranchFlowExist(t,br) +4877 + resolveHVDCnonPhysicalLosses +4878 * NonPhysicalLossExist(t,br) +4879 ] +4880 + sum[ pole, resolveCircularBranchFlows +4881 * poleCircularBranchFlowExist(t,pole) +4882 ] +4883 ) > UseBranchFlowMIPTolerance +4884 } = 1 ; +4885 +4886 * Check if there is no branch circular flow and non-physical losses end +4887 ); +4888 +4889 * A period is unsolved if MILP model is required +4890 unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; +4891 +4892 * Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. +4893 loop( unsolvedDT(t), +4894 if( UseBranchFlowMIP(t) >= 1, +4895 VSPDModel(t) = 1; +4896 putclose rep 'The case: RTD_202210101250_91012022102350483_20221010124902 requires a ' +4897 'vSPD_BranchFlowMIP resolve for period ' +4898 t.tl '. Switching Vectorisation OFF.'/ +4899 ) ; +4900 +4901 ) ; +4902 +4903 sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; +4904 exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; +4905 +4906 * Check if the LP results are valid end +4907 ) ; +4908 +4909 +4910 +4911 * 6f. Check for disconnected nodes and adjust prices accordingly ------------- +4912 +4913 * See Rule Change Proposal August 2008 - Disconnected nodes available at +4914 * www.systemoperator.co.nz/reports-papers + Disconnected nodes are defined as follows: + Pre-MSP: Have no generation or load, are disconnected from the network + and has a price = CVP. + Post-MSP: Indication to SPD whether a bus is dead or not. + Dead buses are not processed by the SPD solved + Disconnected nodes' prices set by the post-process with the following rules: + Scenario A/B/D: Price for buses in live electrical island determined + by the solved + Scenario C/F/G/H/I: Buses in the dead electrical island with: + a. Null/zero load: Marked as disconnected with $0 price. + b. Positive load: Price = CVP for deficit generation + c. Negative load: Price = -CVP for surplus generation + Scenario E: Price for bus in live electrical island with zero load needs to + be adjusted since actually is disconnected. + + The Post-MSP implementation imply a mapping of a bus to an electrical island + and an indication of whether this electrical island is live of dead. + The correction of the prices is performed by SPD. +4935 +4936 busGeneration(bus(t,b)) +4937 = sum[ (o,n) $ { offerNode(t,o,n) and NodeBus(t,n,b) } +4938 , NodeBusAllocationFactor(t,n,b) * GENERATION.l(t,o) +4939 ] ; +4940 +4941 busLoad(bus(t,b)) +4942 = sum[ NodeBus(t,n,b) +4943 , NodeBusAllocationFactor(t,n,b) * RequiredLoad(t,n) +4944 ] ; +4945 +4946 busPrice(bus(t,b)) = ACnodeNetInjectionDefinition2.m(t,b) ; +4947 +4948 if((disconnectedNodePriceCorrection = 1), +4949 * Post-MSP cases +4950 * Scenario C/F/G/H/I: +4951 busDisconnected(bus(t,b)) $ { (busLoad(bus) = 0) +4952 and (busElectricalIsland(bus) = 0) +4953 } = 1 ; +4954 * Scenario E: +4955 busDisconnected(bus(t,b)) +4956 $ { ( sum[ b1 $ { busElectricalIsland(t,b1) +4957 = busElectricalIsland(bus) } +4958 , busLoad(t,b1) ] = 0 +4959 ) and +4960 ( busElectricalIsland(bus) > 0 ) +4961 } = 1 ; +4962 * Set prices at dead buses with non-zero load +4963 busPrice(bus(t,b)) $ { (busLoad(bus) > 0) and +4964 (busElectricalIsland(bus)= 0) +4965 } = DeficitBusGenerationPenalty ; +4966 +4967 busPrice(bus(t,b)) $ { (busLoad(bus) < 0) and +4968 (busElectricalIsland(bus)= 0) +4969 } = -SurplusBusGenerationPenalty ; +4970 +4971 * Set price at identified disconnected buses to 0 +4972 busPrice(bus)$busDisconnected(bus) = 0 ; +4973 ) ; +4974 +4975 * End Check for disconnected nodes and adjust prices accordingly +4976 +4977 * TN - Replacing invalid prices after SOS1 +4978 * 6f0. Replacing invalid prices after SOS1 (7.1.3)---------------------------- +4979 if ( SOS1_solve(dt), +4980 busSOSinvalid(dt,b) +4981 = 1 $ { [ ( busPrice(dt,b) = 0 ) +4982 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +4983 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +4984 ] +4985 and bus(dt,b) +4986 and [ not busDisconnected(dt,b) ] +4987 and [ busLoad(dt,b) = busGeneration(dt,b) ] +4988 and [ sum[(br,fd) +4989 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4990 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +4991 ] = 0 +4992 ] +4993 and [ sum[ br +4994 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +4995 , 1 +4996 ] > 0 +4997 ] +4998 }; +4999 numberofbusSOSinvalid(dt) = 2*sum[b, busSOSinvalid(dt,b)]; +5000 While ( sum[b, busSOSinvalid(dt,b)] < numberofbusSOSinvalid(dt) , +5001 numberofbusSOSinvalid(dt) = sum[b, busSOSinvalid(dt,b)]; +5002 busPrice(dt,b) +5003 $ { busSOSinvalid(dt,b) +5004 and ( sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5005 and sum[ br $ { branch(dt,br) +5006 and BranchBusConnect(dt,br,b) +5007 and BranchBusConnect(dt,br,b1) +5008 }, 1 +5009 ] +5010 }, 1 +5011 ] > 0 +5012 ) +5013 } +5014 = sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5015 and sum[ br $ { branch(dt,br) +5016 and BranchBusConnect(dt,br,b) +5017 and BranchBusConnect(dt,br,b1) +5018 }, 1 ] +5019 }, busPrice(dt,b1) +5020 ] +5021 / sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] +5022 and sum[ br $ { branch(dt,br) +5023 and BranchBusConnect(dt,br,b) +5024 and BranchBusConnect(dt,br,b1) +5025 }, 1 ] +5026 }, 1 +5027 ]; +5028 +5029 busSOSinvalid(dt,b) +5030 = 1 $ { [ ( busPrice(dt,b) = 0 ) +5031 or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) +5032 or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) +5033 ] +5034 and bus(dt,b) +5035 and [ not busDisconnected(dt,b) ] +5036 and [ busLoad(dt,b) = busGeneration(dt,b) ] +5037 and [ sum[(br,fd) +5038 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5039 , ACBRANCHFLOWDIRECTED.l(dt,br,fd) +5040 ] = 0 +5041 ] +5042 and [ sum[ br +5043 $ { BranchBusConnect(dt,br,b) and branch(dt,br) } +5044 , 1 +5045 ] > 0 +5046 ] +5047 }; +5048 ); +5049 ); +5050 * End Replacing invalid prices after SOS1 (7.1.3) ---------------------------- +5051 +5052 +5053 * 6g. Collect and store results of solved periods into output parameters ----- +5054 * Note: all the price relating outputs such as costs and revenues are calculated in section 7.b +5055 +5058 * Normal vSPD run - write results out for for reporting +5059 Loop t $ (not unsolvedDT(t)) do +5060 * Reporting at trading period start +5061 * Node level output +5062 o_nodeGeneration_TP(t,n) $ Node(t,n) +5063 = sum[ o $ offerNode(t,o,n), GENERATION.l(t,o) ] ; +5064 +5065 o_nodeLoad_TP(t,n) $ Node(t,n) +5066 = RequiredLoad(t,n) +5067 + Sum[ bd $ bidNode(t,bd,n), PURCHASE.l(t,bd) ]; +5068 +5069 o_nodePrice_TP(t,n) $ Node(t,n) +5070 = sum[ b $ NodeBus(t,n,b) +5071 , NodeBusAllocationFactor(t,n,b) * busPrice(t,b) +5072 ] ; +5073 +5074 if { runPriceTransfer(t) +5075 and ( (studyMode = 101) or (studyMode = 201) or (studyMode = 130)) +5076 } then +5077 o_nodeDead_TP(t,n) +5078 = 1 $ ( sum[b $ {NodeBus(t,n,b) and (not busDisconnected(t,b)) +5079 }, NodeBusAllocationFactor(t,n,b) ] = 0 ) ; +5080 +5081 o_nodeDeadPriceFrom_TP(t,n,n1) +5082 = 1 $ {o_nodeDead_TP(t,n) and node2node(t,n,n1)}; +5083 +5084 o_nodeDeadPrice_TP(t,n) $ o_nodeDead_TP(t,n) = 1; +5085 +5086 While sum[ n $ o_nodeDead_TP(t,n), o_nodeDeadPrice_TP(t,n) ] do +5087 o_nodePrice_TP(t,n) +5088 $ { o_nodeDead_TP(t,n) and o_nodeDeadPrice_TP(t,n) } +5089 = sum[n1 $ o_nodeDeadPriceFrom_TP(t,n,n1) +5090 , o_nodePrice_TP(t,n1) ] ; +5091 +5092 o_nodeDeadPrice_TP(t,n) +5093 = 1 $ sum[n1 $ o_nodeDead_TP(t,n1) +5094 , o_nodeDeadPriceFrom_TP(t,n,n1) ]; +5095 +5096 o_nodeDeadPriceFrom_TP(t,n,n2) $ o_nodeDeadPrice_TP(t,n) +5097 = 1 $ { sum[ n1 $ { node2node(t,n1,n2) +5098 and o_nodeDeadPriceFrom_TP(t,n,n1) }, 1 ] +5099 } ; +5100 +5101 o_nodeDeadPriceFrom_TP(t,n,n1) $ o_nodeDead_TP(t,n1) = 0 ; +5102 +5103 endwhile +5104 endif; +5105 +5106 * Offer output +5107 o_offerEnergy_TP(t,o) $ offer(t,o) = GENERATION.l(t,o) ; +5108 +5109 o_offerRes_TP(t,o,resC) $ offer(t,o) +5110 = sum[ resT, RESERVE.l(t,o,resC,resT) ] ; +5111 +5112 o_offerFIR_TP(t,o) $ offer(t,o) +5113 = sum[ resC $ (ord(resC) = 1),o_offerRes_TP(t,o,resC) ] ; +5114 +5115 o_offerSIR_TP(t,o) $ offer(t,o) +5116 = sum[ resC $ (ord(resC) = 2),o_offerRes_TP(t,o,resC) ] ; +5117 +5118 * Risk group output +5119 o_groupEnergy_TP(t,rg,GenRisk) +5120 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerEnergy_TP(t,o) ]; +5121 +5122 o_groupFKband_TP(t,rg,GenRisk) +5123 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), FKBand(t,o) ]; +5124 +5125 o_groupRes_TP(t,rg,resC,GenRisk) +5126 = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerRes_TP(t,o,resC)]; +5127 +5128 * Bus level output +5129 o_busGeneration_TP(t,b) $ bus(t,b) = busGeneration(t,b) ; +5130 +5131 o_busLoad_TP(t,b) $ bus(t,b) +5132 = busLoad(t,b) +5133 + Sum[ (bd,n) $ { bidNode(t,bd,n) and NodeBus(t,n,b) } +5134 , PURCHASE.l(t,bd) ]; +5135 +5136 o_busPrice_TP(t,b) $ bus(t,b) = busPrice(t,b) ; +5137 +5138 o_busDeficit_TP(t,b) $ bus(t,b) +5139 = DEFICITBUSGENERATION.l(t,b) +5140 + sum[n, NodeBusAllocationFactor(t,n,b)*ENERGYSCARCITYNODE.l(t,n)]; +5141 +5142 o_busSurplus_TP(t,b)$bus(t,b) = SURPLUSBUSGENERATION.l(t,b) ; +5143 +5144 * Node level output +5145 +5146 totalBusAllocation(t,b) $ bus(t,b) +5147 = sum[ n $ Node(t,n), NodeBusAllocationFactor(t,n,b)]; +5148 +5149 busNodeAllocationFactor(t,b,n) $ (totalBusAllocation(t,b) > 0) +5150 = NodeBusAllocationFactor(t,n,b) / totalBusAllocation(t,b) ; +5151 +5152 * TN - post processing unmapped generation deficit buses start + The following code is added post-process generation deficit bus that is not + mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a + deficit is detected at a bus that does not map directly to a pnode, SPD creates + a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a + pnode. The price at the deficit bus is assigned directly to the pnode, + overwriting any weighted price that post-processing originally calculated for + the pnode. This is based on email from Nic Deller + on 25 Feb 2015. + The code is modified again on 16 Feb 2016 to avoid infinite loop when there are + many generation deficit buses. + This code is used to post-process generation deficit bus that is not mapped to +5166 unmappedDeficitBus(t,b) $ o_busDeficit_TP(t,b) +5167 = yes $ (Sum[ n, busNodeAllocationFactor(t,b,n)] = 0); +5168 +5169 changedDeficitBus(t,b) = no; +5170 +5171 If Sum[b $ unmappedDeficitBus(t,b), 1] then +5172 +5173 temp_busDeficit_TP(t,b) = o_busDeficit_TP(t,b); +5174 +5175 Loop b $ unmappedDeficitBus(t,b) do +5176 o_busDeficit_TP(t,b1) +5177 $ { Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5178 and ( branchBusDefn(t,br,b1,b) +5179 or branchBusDefn(t,br,b,b1) ) +5180 }, 1 ] +5181 } = o_busDeficit_TP(t,b1) + o_busDeficit_TP(t,b) ; +5182 +5183 changedDeficitBus(t,b1) +5184 $ Sum[ br $ { ( branchLossBlocks(t,br)=0 ) +5185 and ( branchBusDefn(t,br,b1,b) +5186 or branchBusDefn(t,br,b,b1) ) +5187 }, 1 ] = yes; +5188 +5189 unmappedDeficitBus(t,b) = no; +5190 changedDeficitBus(t,b) = no; +5191 o_busDeficit_TP(t,b) = 0; +5192 EndLoop; +5193 +5194 Loop n $ sum[ b $ changedDeficitBus(t,b) +5195 , busNodeAllocationFactor(t,b,n)] do +5196 o_nodePrice_TP(t,n) = deficitBusGenerationPenalty ; +5197 o_nodeDeficit_TP(t,n) = sum[ b $ busNodeAllocationFactor(t,b,n), +5198 busNodeAllocationFactor(t,b,n) +5199 * o_busDeficit_TP(t,b) ] ; +5200 EndLoop; +5201 +5202 o_busDeficit_TP(t,b) = temp_busDeficit_TP(t,b); +5203 Endif; +5204 * TN - post processing unmapped generation deficit buses end +5205 +5206 o_nodeDeficit_TP(t,n) $ Node(t,n) +5207 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5208 * DEFICITBUSGENERATION.l(t,b) ] ; +5209 +5210 o_nodeSurplus_TP(t,n) $ Node(t,n) +5211 = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) +5212 * SURPLUSBUSGENERATION.l(t,b) ] ; +5213 +5214 * branch output +5215 o_branchFlow_TP(t,br) $ ACbranch(t,br) = ACBRANCHFLOW.l(t,br); +5216 +5217 o_branchFlow_TP(t,br) $ HVDClink(t,br) = HVDCLINKFLOW.l(t,br); +5218 +5219 o_branchDynamicLoss_TP(t,br) $ ACbranch(t,br) +5220 = sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] ; +5221 +5222 o_branchDynamicLoss_TP(t,br) $ HVDClink(t,br) +5223 = HVDCLINKLOSSES.l(t,br) ; +5224 +5225 o_branchFixedLoss_TP(t,br) $ branch(t,br) +5226 = branchFixedLoss(t,br) ; +5227 +5228 o_branchTotalLoss_TP(t,br) $ branch(t,br) +5229 = o_branchDynamicLoss_TP(t,br) + o_branchFixedLoss_TP(t,br) ; +5230 +5231 o_branchMarginalPrice_TP(t,br) $ ACbranch(t,br) +5232 = sum[ fd, ACbranchMaximumFlow.m(t,br,fd) ] ; +5233 +5234 o_branchMarginalPrice_TP(t,br) $ HVDClink(t,br) +5235 = HVDClinkMaximumFlow.m(t,br) ; +5236 +5237 o_branchCapacity_TP(t,br) $ branch(t,br) +5238 = sum[ fd $ ( ord(fd) = 1 ) +5239 , branchCapacity(t,br,fd) +5240 ] $ { o_branchFlow_TP(t,br) >= 0 } +5241 + sum[ fd $ ( ord(fd) = 2 ) +5242 , branchCapacity(t,br,fd) +5243 ] $ { o_branchFlow_TP(t,br) < 0 } ; +5244 +5245 * bid output +5246 o_bidEnergy_TP(t,bd) $ bid(t,bd) = PURCHASE.l(t,bd) ; +5247 +5248 o_bidTotalMW_TP(t,bd) $ bid(t,bd) +5249 = sum[ blk, DemBidMW(t,bd,blk) ] ; +5250 +5251 * Violation reporting based on the CE and ECE +5252 o_ResViolation_TP(t,isl,resC) +5253 = DEFICITRESERVE_CE.l(t,isl,resC) +5254 + DEFICITRESERVE_ECE.l(t,isl,resC) ; +5255 +5256 o_FIRviolation_TP(t,isl) +5257 = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(t,isl,resC) ] ; +5258 +5259 o_SIRviolation_TP(t,isl) +5260 = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(t,isl,resC) ] ; +5261 +5262 * Risk marginal prices and shortfall outputs +5263 o_GenRiskPrice_TP(t,isl,o,resC,GenRisk) +5264 = -GenIslandRiskCalculation_1.m(t,isl,o,resC,GenRisk) ; +5265 +5266 o_GenRiskShortfall_TP(t,isl,o,resC,GenRisk) +5267 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,GenRisk) ; +5268 +5269 o_HVDCSecRiskPrice_TP(t,isl,o,resC,HVDCSecRisk) +5270 = -HVDCIslandSecRiskCalculation_GEN_1.m(t,isl,o,resC,HVDCSecRisk) ; +5271 +5272 o_HVDCSecRiskShortfall_TP(t,isl,o,resC,HVDCSecRisk) +5273 = RESERVESHORTFALLUNIT.l(t,isl,o,resC,HVDCSecRisk) ; +5274 +5275 o_GenRiskGroupPrice_TP(t,isl,rg,resC,GenRisk) +5276 = -GenIslandRiskGroupCalculation_1.m(t,isl,rg,resC,GenRisk) ; +5277 +5278 o_GenRiskGroupShortfall_TP(t,isl,rg,resC,GenRisk) +5279 = RESERVESHORTFALLGROUP.l(t,isl,rg,resC,GenRisk) ; +5280 +5281 o_HVDCRiskPrice_TP(t,isl,resC,HVDCrisk) +5282 = -HVDCIslandRiskCalculation.m(t,isl,resC,HVDCrisk); +5283 +5284 o_HVDCRiskShortfall_TP(t,isl,resC,HVDCrisk) +5285 = RESERVESHORTFALL.l(t,isl,resC,HVDCrisk); +5286 +5287 +5288 o_ManualRiskPrice_TP(t,isl,resC,ManualRisk) +5289 = -ManualIslandRiskCalculation.m(t,isl,resC,ManualRisk) ; +5290 +5291 o_ManualRiskShortfall_TP(t,isl,resC,ManualRisk) +5292 = RESERVESHORTFALL.l(t,isl,resC,ManualRisk) ; +5293 +5294 o_HVDCSecManualRiskPrice_TP(t,isl,resC,HVDCSecRisk) +5295 = -HVDCIslandSecRiskCalculation_Manu_1.m(t,isl,resC,HVDCSecRisk); +5296 +5297 o_HVDCSecManualRiskShortfall_TP(t,isl,resC,HVDCSecRisk) +5298 = RESERVESHORTFALL.l(t,isl,resC,HVDCSecRisk) ; +5299 +5300 * Security constraint data +5301 +5302 o_brConstraintSense_TP(t,brCstr) $ branchConstraint(t,brCstr) +5303 = branchConstraintSense(t,brCstr) ; +5304 +5305 o_brConstraintLHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5306 = [ branchSecurityConstraintLE.l(t,brCstr) +5307 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5308 +5309 o_brConstraintRHS_TP(t,brCstr) $ branchConstraint(t,brCstr) +5310 = branchConstraintLimit(t,brCstr) ; +5311 +5312 o_brConstraintPrice_TP(t,brCstr) $ branchConstraint(t,brCstr) +5313 = [ branchSecurityConstraintLE.m(t,brCstr) +5314 $ (branchConstraintSense(t,brCstr) = -1) ] ; +5315 +5316 * Mnode constraint data +5317 o_MnodeConstraintSense_TP(t,MnodeCstr) +5318 $ MnodeConstraint(t,MnodeCstr) +5319 = MnodeConstraintSense(t,MnodeCstr) ; +5320 +5321 o_MnodeConstraintLHS_TP(t,MnodeCstr) +5322 $ MnodeConstraint(t,MnodeCstr) +5323 = [ MnodeSecurityConstraintLE.l(t,MnodeCstr) +5324 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5325 + [ MnodeSecurityConstraintGE.l(t,MnodeCstr) +5326 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5327 + [ MnodeSecurityConstraintEQ.l(t,MnodeCstr) +5328 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5329 +5330 o_MnodeConstraintRHS_TP(t,MnodeCstr) +5331 $ MnodeConstraint(t,MnodeCstr) +5332 = MnodeConstraintLimit(t,MnodeCstr) ; +5333 +5334 o_MnodeConstraintPrice_TP(t,MnodeCstr) +5335 $ MnodeConstraint(t,MnodeCstr) +5336 = [ MnodeSecurityConstraintLE.m(t,MnodeCstr) +5337 $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] +5338 + [ MnodeSecurityConstraintGE.m(t,MnodeCstr) +5339 $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] +5340 + [ MnodeSecurityConstraintEQ.m(t,MnodeCstr) +5341 $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; +5342 +5343 * Island output +5344 o_ResPrice_TP(t,isl,resC)= IslandReserveCalculation.m(t,isl,resC); +5345 +5346 o_FIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 1) +5347 , o_ResPrice_TP(t,isl,resC) ]; +5348 +5349 o_SIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 2) +5350 , o_ResPrice_TP(t,isl,resC) ]; +5351 +5352 o_islandGen_TP(t,isl) +5353 = sum[ b $ busIsland(t,b,isl), busGeneration(t,b) ] ; +5354 +5355 o_islandClrBid_TP(t,isl) +5356 = sum[ bd $ bidIsland(t,bd,isl), PURCHASE.l(t,bd) ] ; +5357 +5358 o_islandLoad_TP(t,isl) +5359 = sum[ b $ busIsland(t,b,isl), busLoad(t,b) ] +5360 + o_islandClrBid_TP(t,isl) ; +5361 +5362 o_ResCleared_TP(t,isl,resC) = ISLANDRESERVE.l(t,isl,resC); +5363 +5364 o_FirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 1) +5365 , o_ResCleared_TP(t,isl,resC) ]; +5366 +5367 o_SirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 2) +5368 , o_ResCleared_TP(t,isl,resC) ]; +5369 +5370 o_islandBranchLoss_TP(t,isl) +5371 = sum[ (br,frB,toB) +5372 $ { ACbranch(t,br) and busIsland(t,toB,isl) +5373 and branchBusDefn(t,br,frB,toB) +5374 }, o_branchTotalLoss_TP(t,br) ] ; +5375 +5376 o_HVDCflow_TP(t,isl) +5377 = sum[ (br,frB,toB) +5378 $ { HVDClink(t,br) and busIsland(t,frB,isl) +5379 and branchBusDefn(t,br,frB,toB) +5380 }, o_branchFlow_TP(t,br) ] ; +5381 +5382 +5383 o_HVDCpoleFixedLoss_TP(t,isl) +5384 = sum[ (br,frB,toB) $ { HVDClink(t,br) and +5385 branchBusDefn(t,br,frB,toB) and +5386 ( busIsland(t,toB,isl) or +5387 busIsland(t,frB,isl) +5388 ) +5389 }, 0.5 * o_branchFixedLoss_TP(t,br) +5390 ] ; +5391 +5392 o_HVDCloss_TP(t,isl) +5393 = o_HVDCpoleFixedLoss_TP(t,isl) +5394 + sum[ (br,frB,toB) $ { HVDClink(t,br) and +5395 branchBusDefn(t,br,frB,toB) and +5396 busIsland(t,toB,isl) and +5397 (not (busIsland(t,frB,isl))) +5398 }, o_branchDynamicLoss_TP(t,br) +5399 ] ; +5400 +5401 o_HVDCreceived(t,isl) = HVDCREC.l(t,isl); +5402 +5403 o_HVDCRiskSubtractor(t,isl,resC,HVDCrisk) +5404 = RISKOFFSET.l(t,isl,resC,HVDCrisk) ; +5405 +5406 * TN - The code below is added for NMIR project ================================ +5407 o_EffectiveRes_TP(t,isl,resC,riskC) $ reserveShareEnabled(t,resC) +5408 = RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ; +5409 +5410 If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(t,resC)] then +5411 +5412 o_FirSent_TP(t,isl) +5413 = Sum[ (rd,resC) $ (ord(resC) = 1) +5414 , RESERVESHARESENT.l(t,isl,resC,rd)]; +5415 +5416 o_FirReceived_TP(t,isl) +5417 = Sum[ (rd,resC) $ (ord(resC) = 1) +5418 , RESERVESHARERECEIVED.l(t,isl,resC,rd) ]; +5419 +5420 o_FirEffectiveCE_TP(t,isl) +5421 = Smax[ (resC,riskC) +5422 $ { (ord(resC) = 1) and ContingentEvents(riskC) } +5423 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5424 +5425 o_FirEffectiveECE_TP(t,isl) +5426 = Smax[ (resC,riskC) +5427 $ { (ord(resC) = 1) and ExtendedContingentEvent(riskC) } +5428 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5429 +5430 o_FirEffReport_TP(t,isl) +5431 = Smax[ (resC,riskC) $ (ord(resC)=1) +5432 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5433 +5434 Endif; +5435 +5436 If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(t,resC)] then +5437 +5438 o_SirSent_TP(t,isl) +5439 = Sum[ (rd,resC) $ (ord(resC) = 2), +5440 RESERVESHARESENT.l(t,isl,resC,rd) ]; +5441 +5442 o_SirReceived_TP(t,isl) +5443 = Sum[ (fd,resC) $ (ord(resC) = 2), +5444 RESERVESHARERECEIVED.l(t,isl,resC,fd) ]; +5445 +5446 o_SirEffectiveCE_TP(t,isl) +5447 = Smax[ (resC,riskC) +5448 $ { (ord(resC) = 2) and ContingentEvents(riskC) } +5449 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5450 +5451 o_SirEffectiveECE_TP(t,isl) +5452 = Smax[ (resC,riskC) +5453 $ { (ord(resC) = 2) and ExtendedContingentEvent(riskC) } +5454 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5455 +5456 o_SirEffReport_TP(t,isl) +5457 = Smax[ (resC,riskC) $ (ord(resC)=2) +5458 , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; +5459 Endif; +5460 +5461 o_TotalIslandReserve(t,isl,resC,riskC) +5462 = o_ResCleared_TP(t,isl,resC) + o_EffectiveRes_TP(t,isl,resC,riskC); +5463 +5464 +5465 * TN - The code for NMIR project end =========================================== +5466 +5467 * Additional output for audit reporting +5468 o_ACbusAngle(t,b) = ACNODEANGLE.l(t,b) ; +5469 +5470 * Check if there are non-physical losses on AC branches +5471 ManualBranchSegmentMWFlow(LossBranch(ACbranch(t,br)),los,fd) +5472 $ { ( ord(los) <= branchLossBlocks(ACbranch) ) +5473 and validLossSegment(ACbranch,los,fd) +5474 and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) +5475 } +5476 = Min[ Max( 0, +5477 [ abs(o_branchFlow_TP(t,br)) +5478 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5479 ] +5480 ), +5481 ( LossSegmentMW(ACbranch,los,fd) +5482 - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] +5483 ) +5484 ] ; +5485 +5486 ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) +5487 $ { ( ord(los) <= branchLossBlocks(HVDClink) ) +5488 and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) +5489 } +5490 = Min[ Max( 0, +5491 [ abs(o_branchFlow_TP(t,br)) +5492 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5493 ] +5494 ), +5495 ( LossSegmentMW(HVDClink,los,fd) +5496 - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] +5497 ) +5498 ] ; +5499 +5500 ManualLossCalculation(LossBranch(branch(t,br))) +5501 = sum[ (los,fd), LossSegmentFactor(branch,los,fd) +5502 * ManualBranchSegmentMWFlow(branch,los,fd) ] ; +5503 +5504 o_nonPhysicalLoss(t,br) = o_branchDynamicLoss_TP(t,br) +5505 - ManualLossCalculation(t,br) ; +5506 +5507 o_lossSegmentBreakPoint(t,br,los) +5508 = sum [ fd $ { validLossSegment(t,br,los,fd) +5509 and (ord(fd) = 1) +5510 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5511 + sum [ fd $ { validLossSegment(t,br,los,fd) +5512 and (ord(fd) = 2) +5513 }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5514 ; +5515 +5516 o_lossSegmentFactor(t,br,los) +5517 = sum [ fd $ { validLossSegment(t,br,los,fd) +5518 and (ord(fd) = 1) +5519 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } +5520 + sum [ fd $ { validLossSegment(t,br,los,fd) +5521 and (ord(fd) = 2) +5522 }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } +5523 ; +5524 +5525 o_PLRO_FIR_TP(t,o) $ offer(t,o) +5526 = sum[(resC,PLRO) $ (ord(resC)=1) +5527 , RESERVE.l(t,o,resC,PLRO) ] ; +5528 +5529 o_PLRO_SIR_TP(t,o) $ offer(t,o) +5530 = sum[(resC,PLRO) $ (ord(resC)=2) +5531 , RESERVE.l(t,o,resC,PLRO)] ; +5532 +5533 o_TWRO_FIR_TP(t,o) $ offer(t,o) +5534 = sum[(resC,TWRO) $ (ord(resC)=1) +5535 , RESERVE.l(t,o,resC,TWRO)] ; +5536 +5537 o_TWRO_SIR_TP(t,o) $ offer(t,o) +5538 = sum[(resC,TWRO) $ (ord(resC)=2) +5539 , RESERVE.l(t,o,resC,TWRO)] ; +5540 +5541 o_ILRO_FIR_TP(t,o) $ offer(t,o) +5542 = sum[ (resC,ILRO) $ (ord(resC)=1) +5543 , RESERVE.l(t,o,resC,ILRO)] ; +5544 +5545 o_ILRO_SIR_TP(t,o) $ offer(t,o) +5546 = sum[ (resC,ILRO) $ (ord(resC)=2) +5547 , RESERVE.l(t,o,resC,ILRO)] ; +5548 +5549 o_ILbus_FIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5550 offerNode(t,o,n) +5551 }, o_ILRO_FIR_TP(t,o) ] ; +5552 +5553 o_ILbus_SIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and +5554 offerNode(t,o,n) +5555 }, o_ILRO_SIR_TP(t,o) ] ; +5556 +5557 o_generationRiskLevel(t,isl,o,resC,GenRisk) +5558 = GENISLANDRISK.l(t,isl,o,resC,GenRisk) +5559 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5560 ; +5561 +5562 o_HVDCriskLevel(t,isl,resC,HVDCrisk) +5563 = ISLANDRISK.l(t,isl,resC,HVDCrisk) ; +5564 +5565 o_manuRiskLevel(t,isl,resC,ManualRisk) +5566 = ISLANDRISK.l(t,isl,resC,ManualRisk) +5567 + RESERVESHAREEFFECTIVE.l(t,isl,resC,ManualRisk) +5568 ; +5569 +5570 o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) +5571 = HVDCGENISLANDRISK.l(t,isl,o,resC,HVDCsecRisk) ; +5572 +5573 o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) +5574 = HVDCMANISLANDRISK.l(t,isl,resC,HVDCsecRisk); +5575 +5576 o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) +5577 $ islandRiskGroup(t,isl,rg,GenRisk) +5578 = GENISLANDRISKGROUP.l(t,isl,rg,resC,GenRisk) +5579 + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) +5580 ; +5581 +5582 * FIR and SIR required based on calculations of the island risk to +5583 * overcome reporting issues of the risk setter under degenerate +5584 * conditions when reserve price = 0 - See below +5585 +5586 o_ReserveReqd_TP(t,isl,resC) +5587 = Max[ 0, +5588 smax[(o,GenRisk) , o_generationRiskLevel(t,isl,o,resC,GenRisk)], +5589 smax[ HVDCrisk , o_HVDCriskLevel(t,isl,resC,HVDCrisk) ] , +5590 smax[ ManualRisk , o_manuRiskLevel(t,isl,resC,ManualRisk) ] , +5591 smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) ] , +5592 smax[ HVDCsecRisk , o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) ] , +5593 smax[ (rg,GenRisk) , o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) ] +5594 ] ; +5595 +5596 o_FIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(t,isl,resC) ] ; +5597 o_SIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(t,isl,resC) ] ; +5598 +5599 * Summary reporting by trading period +5600 o_solveOK_TP(t) = ModelSolved ; +5601 +5602 o_systemCost_TP(t) = SYSTEMCOST.l(t) ; +5603 +5604 o_systemBenefit_TP(t) = SYSTEMBENEFIT.l(t) ; +5605 +5606 o_penaltyCost_TP(t) = SYSTEMPENALTYCOST.l(t) ; +5607 +5608 o_ofv_TP(t) = o_systemBenefit_TP(t) +5609 - o_systemCost_TP(t) +5610 - o_penaltyCost_TP(t); +5611 +5612 +5613 * Separete violation reporting at trade period level +5614 o_defGenViolation_TP(t) = sum[ b, o_busDeficit_TP(t,b) ] ; +5615 +5616 o_surpGenViolation_TP(t) = sum[ b, o_busSurplus_TP(t,b) ] ; +5617 +5618 o_surpBranchFlow_TP(t) +5619 = sum[ br$branch(t,br), SURPLUSBRANCHFLOW.l(t,br) ] ; +5620 +5621 o_defRampRate_TP(t) +5622 = sum[ o $ offer(t,o), DEFICITRAMPRATE.l(t,o) ] ; +5623 +5624 o_surpRampRate_TP(t) +5625 = sum[ o $ offer(t,o), SURPLUSRAMPRATE.l(t,o) ] ; +5626 +5627 o_surpBranchGroupConst_TP(t) +5628 = sum[ brCstr $ branchConstraint(t,brCstr) +5629 , SURPLUSBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5630 +5631 o_defBranchGroupConst_TP(t) +5632 = sum[ brCstr $ branchConstraint(t,brCstr) +5633 , DEFICITBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; +5634 +5635 o_defMnodeConst_TP(t) +5636 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5637 , DEFICITMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5638 +5639 o_surpMnodeConst_TP(t) +5640 = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) +5641 , SURPLUSMnodeCONSTRAINT.l(t,MnodeCstr) ] ; +5642 +5643 o_defResv_TP(t) +5644 = sum[ (isl,resC) , o_ResViolation_TP(t,isl,resC) ] ; +5645 +5646 * Reporting at trading period end +5647 EndLoop; +5649 +5651 +5652 * End of the solve vSPD loop +5653 ] ; +5654 * End of the While loop +5655 ); +5656 +5657 +5658 * Summary reports - only applied for normal and audit vSPD run. +5660 +5661 * System level +5662 +5663 +5664 * Offer level - This does not include revenue from wind generators for +5665 * final pricing because the wind generation is netted off against load +5666 * at the particular bus for the final pricing solves +5667 +5669 +5670 +5671 * 8b. Calculating price-relating outputs -------------------------------------- +5672 +5674 loop (dt, +5675 +5676 * branch output update +5677 o_branchFromBusPrice_TP(dt,br) $ branch(dt,br) +5678 = sum[ b $ branchFrBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5679 +5680 o_branchToBusPrice_TP(dt,br) $ branch(dt,br) +5681 = sum[ b $ branchToBus(dt,br,b), o_busPrice_TP(dt,b) ] ; +5682 +5683 o_branchTotalRentals_TP(dt,br) +5684 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) >= 0) } +5685 = (intervalDuration/60) +5686 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5687 - o_branchToBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5688 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5689 ] ; +5690 +5691 o_branchTotalRentals_TP(dt,br) +5692 $ { branch(dt,br) and (o_branchFlow_TP(dt,br) < 0) } +5693 = (intervalDuration/60) +5694 * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5695 - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) +5696 - o_branchFromBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) +5697 ] ; +5698 +5699 * Island output +5700 o_islandRefPrice_TP(dt,isl) +5701 = sum[ n $ { refNode(dt,n) +5702 and nodeIsland(dt,n,isl) } , o_nodePrice_TP(dt,n) ] ; +5703 ) ; +5704 +5706 * Calculating price-relating outputs end ------------------------------------- +5707 +5708 *===================================================================================== +5709 * 9. Write results to CSV report files and GDX files +5710 *===================================================================================== +5711 * TN - Pivot analysis end +INCLUDE C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms +5713 *===================================================================================== +5714 * Name: vSPDreport.gms +5715 * Function: Creates the detailed reports for normal SPD mode +5716 * Developed by: Tuong Nguyen - Electricity Authority, New Zealand +5717 * Source: https://github.com/ElectricityAuthority/vSPD +5718 * https://www.emi.ea.govt.nz/Tools/vSPD +5719 * Contact: Forum: https://www.emi.ea.govt.nz/forum/ +5720 * Email: emi@ea.govt.nz +5721 * Last modified on: 1 Oct 2019 +5722 * +5723 *===================================================================================== +5724 +5725 * Normal vSPD run output +5726 *===================================================================================== +5727 * Writing data in to CSV result files +5728 *===================================================================================== +5729 +5730 * Trading period level report +5732 +5733 * Trading period summary result +5734 File +5735 SummaryResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv" / ; +5736 SummaryResults_TP.pc = 5 ; SummaryResults_TP.lw = 0 ; +5737 SummaryResults_TP.pw = 9999 ; SummaryResults_TP.ap = 1 ; +5738 SummaryResults_TP.nd = 5 ; SummaryResults_TP.nw = 20 ; +5739 put SummaryResults_TP ; +5740 loop( (dt,rundt), +5741 put dt.tl,rundt.tl, o_solveOK_TP(dt), o_ofv_TP(dt) +5742 o_systemCost_TP(dt), o_systemBenefit_TP(dt) +5743 o_penaltyCost_TP(dt), o_DefGenViolation_TP(dt) +5744 o_SurpGenViolation_TP(dt),o_DefResv_TP(dt),o_SurpBranchFlow_TP(dt) +5745 o_DefRampRate_TP(dt), o_SurpRampRate_TP(dt) +5746 o_DefBranchGroupConst_TP(dt), o_SurpBranchGroupConst_TP(dt) +5747 o_DefMnodeConst_TP(dt), o_SurpMnodeConst_TP(dt) / ; +5748 ) ; +5749 +5750 * Trading period island result +5751 File IslandResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv"/; +5752 IslandResults_TP.pc = 5 ; IslandResults_TP.lw = 0 ; +5753 IslandResults_TP.pw = 9999 ; IslandResults_TP.ap = 1 ; +5754 IslandResults_TP.nd = 5 ; +5755 put IslandResults_TP ; +5756 loop( (dt,rundt,isl), +5757 put dt.tl,rundt.tl, isl.tl, o_islandGen_TP(dt,isl), o_islandLoad_TP(dt,isl) +5758 o_islandClrBid_TP(dt,isl), o_islandBranchLoss_TP(dt,isl) +5759 o_HVDCFlow_TP(dt,isl), o_HVDCLoss_TP(dt,isl) +5760 o_islandRefPrice_TP(dt,isl), o_FIRReqd_TP(dt,isl) +5761 o_SIRReqd_TP(dt,isl), o_FIRPrice_TP(dt,isl)o_SIRPrice_TP(dt,isl) +5762 * NIRM output +5763 o_FirCleared_TP(dt,isl), o_SirCleared_TP(dt,isl) +5764 o_FirSent_TP(dt,isl), o_SirSent_TP(dt,isl) +5765 o_FirReceived_TP(dt,isl), o_SirReceived_TP(dt,isl) +5766 o_FirEffectiveCE_TP(dt,isl), o_SirEffectiveCE_TP(dt,isl) +5767 o_FirEffectiveECE_TP(dt,isl), o_SirEffectiveECE_TP(dt,isl) +5768 *NIRM output end +5769 / ; +5770 ) ; +5771 +5772 +5773 * Trading period bus result +5774 File BusResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BusResults_TP.csv" / ; +5775 BusResults_TP.pc = 5 ; +5776 BusResults_TP.lw = 0 ; +5777 BusResults_TP.pw = 9999 ; +5778 BusResults_TP.ap = 1 ; +5779 BusResults_TP.nd = 3 +5780 put BusResults_TP ; +5781 loop( (dt,rundt,b) $ bus(dt,b), +5782 put dt.tl,rundt.tl, b.tl, o_busGeneration_TP(dt,b), o_busLoad_TP(dt,b) +5783 o_busPrice_TP(dt,b), o_busDeficit_TP(dt,b), o_busSurplus_TP(dt,b) / ; +5784 ) ; +5785 +5786 * Trading period node result +5787 File NodeResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv" / ; +5788 NodeResults_TP.pc = 5 ; +5789 NodeResults_TP.lw = 0 ; +5790 NodeResults_TP.pw = 9999 ; +5791 NodeResults_TP.ap = 1 ; +5792 NodeResults_TP.nd = 4 ; +5793 put NodeResults_TP ; +5794 loop( (dt,rundt,n) $ node(dt,n), +5795 put dt.tl,rundt.tl, n.tl, o_nodeGeneration_TP(dt,n), o_nodeLoad_TP(dt,n) +5796 o_nodePrice_TP(dt,n), o_nodeDeficit_TP(dt,n), o_nodeSurplus_TP(dt,n) / ; +5797 ) ; +5798 +5799 * Trading period offer result +5800 File OfferResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv"/ ; +5801 OfferResults_TP.pc = 5 ; OfferResults_TP.lw = 0 ; +5802 OfferResults_TP.pw = 9999 ; OfferResults_TP.ap = 1 ; +5803 OfferResults_TP.nd = 4 ; +5804 put OfferResults_TP ; +5805 loop( (dt,rundt,o,trdr) $ { offer(dt,o) and OfferTrader(dt,o,trdr) }, +5806 put dt.tl, rundt.tl, o.tl, trdr.tl +5807 o_offerEnergy_TP(dt,o), o_offerFIR_TP(dt,o), o_offerSIR_TP(dt,o) / ; +5808 ) ; +5809 +5810 * Trading period bid result +5811 File BidResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BidResults_TP.csv" / ; +5812 BidResults_TP.pc = 5 ; BidResults_TP.lw = 0 ; +5813 BidResults_TP.pw = 9999 ; BidResults_TP.ap = 1 ; +5814 BidResults_TP.nd = 4 ; +5815 put BidResults_TP ; +5816 loop( (dt,rundt,bd,trdr) $ { bid(dt,bd) and BidTrader(dt,bd,trdr) }, +5817 put dt.tl,rundt.tl, bd.tl, trdr.tl +5818 o_bidTotalMW_TP(dt,bd), o_bidEnergy_TP(dt,bd) / ; +5819 ) ; +5820 +5821 * Trading period reserve result +5822 File +5823 ReserveResults_TP /"C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv" / ; +5824 ReserveResults_TP.pc = 5 ; ReserveResults_TP.lw = 0 ; +5825 ReserveResults_TP.pw = 9999 ; ReserveResults_TP.ap = 1 ; +5826 ReserveResults_TP.nd = 3 ; +5827 put ReserveResults_TP ; +5828 loop( (dt,rundt,isl), +5829 put dt.tl,rundt.tl, isl.tl, o_FIRReqd_TP(dt,isl), o_SIRReqd_TP(dt,isl) +5830 o_FIRPrice_TP(dt,isl), o_SIRPrice_TP(dt,isl) +5831 o_FIRViolation_TP(dt,isl), o_SIRViolation_TP(dt,isl) / ; +5832 ) ; +5833 +5834 +5835 * Trading period risk result +5836 File riskResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv" /; +5837 riskResults_TP.pc = 5; riskResults_TP.lw = 0; +5838 riskResults_TP.pw = 9999; riskResults_TP.ap = 1 ; +5839 riskResults_TP.nd = 4 ; +5840 put riskResults_TP ; +5841 loop( (dt,rundt,isl,o,resC,GenRisk) +5842 $ (o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) <> 0), +5843 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5844 if (ContingentEvents(GenRisk), +5845 put 'CE', 'GEN' ; +5846 else +5847 put 'ECE','GEN' ; +5848 ); +5849 +5850 put o.tl, o_offerEnergy_TP(dt,o), o_offerRes_TP(dt,o,resC), FKband(dt,o) +5851 FreeReserve(dt,isl,resC,GenRisk) +5852 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5853 o_GenRiskShortfall_TP(dt,isl,o,resC,GenRisk) +5854 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5855 o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) / ; +5856 ); +5857 +5858 loop( (dt,rundt,isl,resC,HVDCRisk) +5859 $ (o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) <> 0), +5860 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5861 if (ContingentEvents(HVDCRisk), +5862 put 'CE', 'HVDC', 'HVDC'; +5863 else +5864 put 'ECE','HVDC', 'HVDC'; +5865 ); +5866 put o_HVDCreceived(dt,isl), 0, modulationRiskClass(dt,HVDCrisk) +5867 o_HVDCRiskSubtractor(dt,isl,resC,HVDCrisk) +5868 o_TotalIslandReserve(dt,isl,resC,HVDCrisk) +5869 o_HVDCRiskShortfall_TP(dt,isl,resC,HVDCrisk) +5870 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5871 o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) / ; +5872 ); +5873 +5874 loop( (dt,rundt,isl,resC,ManualRisk) +5875 $ (o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) <> 0), +5876 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5877 if (ContingentEvents(ManualRisk), +5878 put 'CE', 'MANUAL', 'MANUAL'; +5879 else +5880 put 'ECE','MANUAL', 'MANUAL'; +5881 ); +5882 put IslandMinimumRisk(dt,isl,resC,ManualRisk) , 0, 0 +5883 FreeReserve(dt,isl,resC,ManualRisk) +5884 o_TotalIslandReserve(dt,isl,resC,ManualRisk) +5885 o_ManualRiskShortfall_TP(dt,isl,resC,ManualRisk) +5886 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5887 o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) / ; +5888 ); +5889 +5890 loop( (dt,rundt,isl,rg,resC,GenRisk) +5891 $ (o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) <> 0), +5892 put dt.tl,rundt.tl, isl.tl, resC.tl ; +5893 if (ContingentEvents(GenRisk), +5894 put 'CE', 'RISKGROUP'; +5895 else +5896 put 'ECE','RISKGROUP'; +5897 ); +5898 put rg.tl, o_groupEnergy_TP(dt,rg,GenRisk),o_groupRes_TP(dt,rg,resC,GenRisk) +5899 o_groupFKband_TP(dt,rg,GenRisk), FreeReserve(dt,isl,resC,GenRisk) +5900 o_TotalIslandReserve(dt,isl,resC,GenRisk) +5901 o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,GenRisk) +5902 o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) +5903 o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) / ; +5904 ); +5905 +5906 * Trading period branch result +5907 File +5908 BranchResults_TP / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv" / ; +5909 BranchResults_TP.pc = 5 ; BranchResults_TP.lw = 0 ; +5910 BranchResults_TP.pw = 9999 ; BranchResults_TP.ap = 1 ; +5911 BranchResults_TP.nd = 5 ; +5912 put BranchResults_TP ; +5913 loop( (dt,rundt,br,frB,toB) $ branchDefn(dt,br,frB,toB), +5914 put dt.tl, rundt.tl, br.tl, frB.tl, toB.tl, o_branchFlow_TP(dt,br) +5915 o_branchCapacity_TP(dt,br), o_branchDynamicLoss_TP(dt,br) +5916 o_branchFixedLoss_TP(dt,br), o_branchFromBusPrice_TP(dt,br) +5917 o_branchToBusPrice_TP(dt,br), o_branchMarginalPrice_TP(dt,br) +5918 o_branchTotalRentals_TP(dt,br) / ; +5919 ) ; +5920 +5921 +5922 * Trading period branch constraint result +5923 File BrCstrResults_TP +5924 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv" / ; +5925 BrCstrResults_TP.pc = 5 ; BrCstrResults_TP.lw = 0 ; +5926 BrCstrResults_TP.pw = 9999 ; BrCstrResults_TP.ap = 1 ; +5927 BrCstrResults_TP.nd = 5 ; +5928 put BrCstrResults_TP ; +5929 loop( (dt,rundt,brCstr) $ branchConstraint(dt,brCstr), +5930 put dt.tl,rundt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) +5931 o_brConstraintSense_TP(dt,brCstr), o_brConstraintRHS_TP(dt,brCstr) +5932 o_brConstraintPrice_TP(dt,brCstr) / ; +5933 ) ; +5934 +5935 +5936 * Trading period market node constraint result +5937 File MnodeCstrResults_TP +5938 / "C:\vSPD\ElectricityAuthority\Programs\..\Output\\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv" / ; +5939 MnodeCstrResults_TP.pc = 5 ; MnodeCstrResults_TP.lw = 0 ; +5940 MnodeCstrResults_TP.pw = 9999 ; MnodeCstrResults_TP.ap = 1 ; +5941 MnodeCstrResults_TP.nd = 5 ; +5942 put MnodeCstrResults_TP ; +5943 loop( (dt,rundt,MnodeCstr) $ MnodeConstraint(dt,MnodeCstr), +5944 put dt.tl,rundt.tl, MnodeCstr.tl, o_MnodeConstraintLHS_TP(dt,MnodeCstr) +5945 o_MnodeConstraintSense_TP(dt,MnodeCstr) +5946 o_MnodeConstraintRHS_TP(dt,MnodeCstr) +5947 o_MnodeConstraintPrice_TP(dt,MnodeCstr) / ; +5948 ) ; +5949 +5951 *=============================================================================== +5952 +5953 +5954 +5955 *=============================================================================== +5956 * Audit mode reporting process +5957 *=============================================================================== +5959 *=============================================================================== +5960 *execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; +5961 +5962 +5963 +5964 +5966 +5967 +5968 * Post a progress message for use by EMI. +5969 putclose rep 'Case: RTD_202210101250_91012022102350483_20221010124902 is complete in ',timeExec,'(secs)'/ ; +5970 putclose rep 'Case: RTD_202210101250_91012022102350483_20221010124902 is finished in ',timeElapsed,'(secs)'/ ; +5971 +5972 * Go to the next input file +5974 +5975 * Post a progress message for use by EMI. +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:31 Page 4 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Include File Summary + + + SEQ GLOBAL TYPE PARENT LOCAL FILENAME + + 1 1 INPUT 0 0 C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms + 2 2107 INCLUDE 1 40 .C:\vSPD\ElectricityAuthority\Programs\vSPDsettings.inc + 3 2160 INCLUDE 1 41 .C:\vSPD\ElectricityAuthority\Programs\vSPDcase.inc + 4 2410 IF EXIST 1 290 C:\vSPD\ElectricityAuthority\Input\RTD_202210101250_91012022102350483_20221010124902.gdx + 5 2414 GDXIN 1 294 C:\vSPD\ElectricityAuthority\Programs\vSPDPeriod.gdx + 6 2419 GDXIN 1 299 C:\vSPD\ElectricityAuthority\Input\RTD_202210101250_91012022102350483_20221010124902.gdx + 7 2565 IF EXIST 1 445 C:\vSPD\ElectricityAuthority\Override\.gdx + 8 3480 INCLUDE 1 1360 .C:\vSPD\ElectricityAuthority\Programs\vSPDsolve_RTP.gms + 9 5712 INCLUDE 1 2776 .C:\vSPD\ElectricityAuthority\Programs\vSPDreport.gms + 10 5731 IF EXIST 9 19 .C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv + 11 5976 IF EXIST 1 2788 C:\vSPD\ElectricityAuthority\Input\RTD_202210101250_91012022102350483_20221010124902.gdx + + +COMPILATION TIME = 0.032 SECONDS 4 MB 36.2.0 r433180e WEX-WEI +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:31 Page 5 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 3840 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 12:50 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,027 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,483 +NON ZERO ELEMENTS 108,310 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.094 SECONDS 30 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 12:50 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:31 Page 6 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 3840 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 3840 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 93065245.4487 + + RESOURCE USAGE, LIMIT 0.891 3600.000 + ITERATION COUNT, LIMIT 6158 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.07 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.22 Mb (peak 15.65 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.92 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.53sec (det. 637.54 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.25sec (det. 289.42 ticks) + + +Proven optimal solution +MIP Solution: 93065245.448700 (6158 iterations, 4 nodes) +Final Solve: 93065245.448700 (3718 iterations) + +Best possible: 93065245.448700 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED + 1 PROJECTED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:31 Page 7 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Model Statistics SOLVE vSPD_NMIR Using MIP From line 4624 + + +LOOPS FOR/WHILE 1 + dt 10-OCT-2022 12:50 + + +MODEL STATISTICS + +BLOCKS OF EQUATIONS 84 SINGLE EQUATIONS 32,027 +BLOCKS OF VARIABLES 67 SINGLE VARIABLES 56,483 +NON ZERO ELEMENTS 108,310 DISCRETE VARIABLES 14 + + +GENERATION TIME = 0.125 SECONDS 33 MB 36.2.0 r433180e WEX-WEI + L O O P S FOR/WHILE 1 + dt 10-OCT-2022 12:50 + +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:31 Page 8 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +Solution Report SOLVE vSPD_NMIR Using MIP From line 4624 + + + S O L V E S U M M A R Y + + MODEL vSPD_NMIR OBJECTIVE NETBENEFIT + TYPE MIP DIRECTION MAXIMIZE + SOLVER CPLEX FROM LINE 4624 + +**** SOLVER STATUS 1 Normal Completion +**** MODEL STATUS 1 Optimal +**** OBJECTIVE VALUE 93105897.7142 + + RESOURCE USAGE, LIMIT 0.860 3600.000 + ITERATION COUNT, LIMIT 5847 2000000000 +--- GAMS/Cplex Link licensed for continuous and discrete problems. + +Reading parameter(s) from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" +>> epint = 1e-9 +>> epopt = 1e-9 +>> sos1reform = -1 +>> sos2reform = -1 +Finished reading from "C:\vSPD\ElectricityAuthority\Programs\cplex.opt" + +--- GMO setup time: 0.00s +--- Space for names approximately 6.07 Mb +--- Use option 'names no' to turn use of names off +--- GMO memory 15.22 Mb (peak 15.65 Mb) +--- Dictionary memory 0.00 Mb +--- Cplex 20.1.0.1 link memory 1.44 Mb (peak 9.92 Mb) +--- Starting Cplex + + +--- MIP status (101): integer optimal solution. +--- Cplex Time: 0.50sec (det. 621.26 ticks) + +--- Fixing integer variables and solving final LP... + + +--- Fixed MIP status (1): optimal. +--- Cplex Time: 0.23sec (det. 285.90 ticks) + + +Proven optimal solution +MIP Solution: 93105897.714216 (5847 iterations, 4 nodes) +Final Solve: 93105897.714216 (3547 iterations) + +Best possible: 93105897.714216 +Absolute gap: 0.000000 +Relative gap: 0.000000 + + + +**** REPORT SUMMARY : 0 NONOPT + 0 INFEASIBLE + 0 UNBOUNDED +GAMS 36.2.0 r433180e Released Sep 3, 2021 WEX-WEI x86 64bit/MS Windows - 10/18/22 16:54:31 Page 9 +G e n e r a l A l g e b r a i c M o d e l i n g S y s t e m +E x e c u t i o n + + +**** REPORT FILE SUMMARY + +rep C:\vSPD\ElectricityAuthority\Programs\ProgressReport.txt +temp C:\vSPD\ElectricityAuthority\Programs\temp.put +SummaryResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_SummaryResults_TP.csv +IslandResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_IslandResults_TP.csv +BusResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BusResults_TP.csv +NodeResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_NodeResults_TP.csv +OfferResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_OfferResults_TP.csv +BidResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BidResults_TP.csv +ReserveResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_ReserveResults_TP.csv +riskResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_RiskResults_TP.csv +BranchResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BranchResults_TP.csv +BrCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_BrConstraintResults_TP.csv +MnodeCstrResults_TP C:\vSPD\ElectricityAuthority\Output\Run_All_Cases\Run_All_Cases_MnodeConstraintResults_TP.csv + + +EXECUTION TIME = 2.703 SECONDS 35 MB 36.2.0 r433180e WEX-WEI + + +USER: Single User License G210922|0002CO-GEN + Electricity Authority - Te Mana Hiko, DC5643-S4 + + +**** FILE SUMMARY + +Restart C:\vSPD\ElectricityAuthority\Programs\vSPDmodel.g00 +Input C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.gms +Output C:\vSPD\ElectricityAuthority\Programs\vSPDsolve.lst diff --git a/runvSPD.bat b/Programs/runvSPD.bat similarity index 100% rename from runvSPD.bat rename to Programs/runvSPD.bat diff --git a/Programs/runvSPD.gms b/Programs/runvSPD.gms new file mode 100644 index 0000000..eaa64f4 --- /dev/null +++ b/Programs/runvSPD.gms @@ -0,0 +1,149 @@ +*===================================================================================== +* Name: runvSPD.gms +* Function: This file is invoked to control the entire operation of vSPD. +* Developed by: Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* https://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: https://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Last modified on: 1 Oct 2019 +*===================================================================================== + + +$call cls +$onecho > con +*+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +*+++++++++++++++++++++ EXECUTING vSPD ++++++++++++++++++++++++++++ +*+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +$offecho + + +*===================================================================================== +*Include paths and settings files +*===================================================================================== +$include vSPDsettings.inc + + +*===================================================================================== +* Create a progress report file +*===================================================================================== +File rep "Write a progess report" /"ProgressReport.txt"/ ; rep.lw = 0 ; +putclose rep "Run: '%runName%'" // + "runvSPD started at: " system.date " " system.time; + + +*===================================================================================== +* Define external files +*===================================================================================== +Files +temp "A temporary, recyclable batch file" +vSPDcase "The current input case file" / "vSPDcase.inc" /; +vSPDcase.lw = 0 ; vSPDcase.sw = 0 ; + + +*===================================================================================== +* Install the set of input GDX file names over which the solve and reporting loops will operate +*===================================================================================== +$Onempty +Set i_fileName(*) 'Input GDX file names' +$include vSPDfileList.inc +; +$Offempty + +*===================================================================================== +* Compiling vSPDModel if required +* Establish the output folders for the current job +* Copy program codes for repeatability and reproducibility +*===================================================================================== +rep.ap = 1 ; +putclose rep "vSPDsetup started at: " system.date " " system.time ; + +* Invoke vSPDmodel if license type is developer (licenseMode=1) +$if %licenseMode%==1 $call gams vSPDmodel.gms s=vSPDmodel +$if errorlevel 1 $abort +++ Check vSPDmodel.lst for errors +++ + +execute 'if exist "%outputPath%%runName%" rmdir "%outputPath%%runName%" /s /q'; +execute 'if exist "%programPath%lst" rmdir "%programPath%lst" /s /q'; +execute 'mkdir "%programPath%lst"'; +execute 'mkdir "%outputPath%%runName%\Programs"'; +execute 'copy /y vSPD*.inc "%outputPath%%runName%\Programs"' +execute 'copy /y *.gms "%outputPath%%runName%\Programs"' +execute 'copy /y cplex.opt "%outputPath%%runName%\Programs"' + +$ifthen exist "%ovrdPath%%vSPDinputOvrdData%.gdx" + execute 'mkdir "%outputPath%%runName%\Override"' + execute 'copy /y "%ovrdPath%%vSPDinputOvrdData%.gdx" "%outputPath%%runName%\Override"' +$endif + +$iftheni %opMode%=='PVT' + execute 'mkdir "%outputPath%%runName%\Programs\Pivot"' + execute 'copy /y "Pivot\*.*" "%outputPath%%runName%\Programs\Pivot"' +$elseifi %opMode%=='DPS' execute 'gams Demand\DPSreportSetup.gms' + execute 'mkdir "%outputPath%%runName%\Programs\Demand"' + execute 'copy /y "Demand\*.*" "%outputPath%%runName%\Programs\Demand"' +$elseifi %opMode%=='FTR' execute 'gams FTRental\FTRreportSetup.gms' + execute 'copy /y FTR*.inc "%outputPath%%runName%\Programs"' + execute 'mkdir "%outputPath%%runName%\Programs\FTRental"' + execute 'copy /y "FTRental\*.*" "%outputPath%%runName%\Programs\FTRental"' +$elseifi %opMode%=='DWH' execute 'gams DWmode\DWHreportSetup.gms' + execute 'mkdir "%outputPath%%runName%\Programs\DWMode"' + execute 'copy /y "DWmode\*.*" "%outputPath%%runName%\Programs\DWMode"' +$else +$endif + + +*===================================================================================== +* Initialize reports +*===================================================================================== +* Call vSPDreportSetup to establish the report files ready to write results into +$iftheni %opMode%=='PVT' execute 'gams Pivot\PivotReportSetup.gms' +$elseifi %opMode%=='DPS' execute 'gams Demand\DPSreportSetup.gms' +$elseifi %opMode%=='FTR' execute 'gams FTRental\FTRreportSetup.gms' +$elseifi %opMode%=='DWH' execute 'gams DWmode\DWHreportSetup.gms' +$else execute 'gams vSPDreportSetup.gms' +$endif + + +*===================================================================================== +* Solve vSPD and report - loop over the designated input GDX files and solve each one in turn. +*===================================================================================== +loop(i_fileName, + +* Create the file that has the name of the input file for the current case being solved + putclose vSPDcase "$setglobal GDXname " i_fileName.tl:0 ; + +* Create a gdx file contains periods to be solved + put_utility temp 'exec' / 'gams vSPDperiod' ; + +* Solve the model for the current input file + put_utility temp 'exec' / 'gams vSPDsolve.gms r=vSPDmodel lo=3 ide=1 Errmsg = 1 holdFixed = 0' ; + +* Copy the vSPDsolve.lst file to i_fileName.lst in ..\Programs\lst\ + put_utility temp 'shell' / 'copy vSPDsolve.lst "%programPath%"\lst\', i_fileName.tl:0, '.lst' ; + +) ; +rep.ap = 1 ; +putclose rep / "Total execute time: " timeExec "(secs)" /; + + +*===================================================================================== +* Clean up +*===================================================================================== +$label cleanUp +execute 'erase "vSPDcase.inc"' ; +$ifthen %opMode%=='DWH' +execute 'move /y ProgressReport.txt "%outputPath%%runName%\%runName%_RunLog.txt"'; +$else +execute 'move /y ProgressReport.txt "%outputPath%%runName%"'; +$endif +execute 'if exist *.lst erase /q *.lst ' +execute 'if exist *.~gm erase /q *.~gm ' +execute 'if exist *.lxi erase /q *.lxi ' +execute 'if exist *.log erase /q *.log ' +execute 'if exist *.put erase /q *.put ' +execute 'if exist *.txt erase /q *.txt ' +execute 'if exist *.gdx erase /q *.gdx ' +execute 'if exist temp.* erase /q temp.*' + + + diff --git a/vSPD.gpr b/Programs/vSPD.gpr similarity index 100% rename from vSPD.gpr rename to Programs/vSPD.gpr diff --git a/Programs/vSPDfileList.inc b/Programs/vSPDfileList.inc new file mode 100644 index 0000000..adbda4a --- /dev/null +++ b/Programs/vSPDfileList.inc @@ -0,0 +1,7 @@ +/ +'PRSS_202208021530_21302022080330347_20220802153312' +'PRSS_202210101230_91302022102330479_20221010123314' +'RTD_202209021535_21012022090335962_20220902153405' +'RTD_202210101250_91012022102350483_20221010124902' +'RTDP_202209021535_22012022090335962_20220902153406' +/ diff --git a/vSPDmodel.g00 b/Programs/vSPDmodel.g00 similarity index 99% rename from vSPDmodel.g00 rename to Programs/vSPDmodel.g00 index a66d1f020351fcebb3a4683f32f6ef83b9a4b79a..a8c5661e3e6f90d291458e98f39040e0eebeb9a1 100644 GIT binary patch delta 137 zcmZp^Bhq|Fq@jheg{g(Pg=GtCfQ%@Mr%#Z-0s{j}NH~NJ0P?q|%CI_e@fojYU|6%3 zf#E*;rH-;^)3>Oxevr4&H!|WdG_x`_u`)2`Ff`CNL=l;OSe;dCVxYA60nPSl_O4nz Yx-6C44munR43j5-4B0NP!TN+10BQv%X8-^I delta 146 zcmZp^Bhq|Fq@jheg{g(Pg=GtCfQ%@!r%#Xq0|Ns~NVp4#!4lvT9JD=EhSiaaPj5W~ z! round power zone, NR -> no reverse zone, RZ -> reverse zone' /RP, NR, RZ/ + ; + +* Dynamic sets that are defined by /loaded from gdx inputs +Sets + caseName(*) 'Final pricing case name used to create the GDX file' + dt(*) 'Date and time for the trade periods' + tp(*) 'Trade periods for which input data is defined' + b(*) 'Bus definitions for all trading periods' + n(*) 'Node definitions for all trading periods' + o(*) 'Offers for all trading periods' + bd(*) 'Bids for all trading periods' + trdr(*) 'Traders defined for all trading periods' + br(*) 'Branch definition for all trading periods' + brCstr(*) 'Branch constraint definitions for all trading periods' + MnodeCstr(*) 'Market node constraint definitions for all trading periods' + rg(*) 'Set representing a collection of generation and reserve offers treated as a group risk' + rundt(*) 'Run datetime of the case for reporting' + ; + +* Aliases +Alias (dt,dt1,dt2), (tp,tp1,tp2), (isl,isl1,isl2), (b,b1,frB,toB) + (n,n1,n2), (o,o1,o2), (bd,bd2,bd1), (br,br1) + (fd,fd1,rd,rd1), (z,z1,rrz,rrz1), (rg,rg1), (blk,blk1,blk2) + (los,los1,bp,bp1,rsbp,rsbp1) + ; + +Sets +* 16 multi-dimensional sets, subsets, and mapping sets - membership is populated via loading from GDX file in vSPDsolve.gms + dt2tp(dt,tp) 'Mapping of dateTime set to the tradePeriod set' + node(dt,n) 'Node definition for the different trading periods' + bus(dt,b) 'Bus definition for the different trading periods' + node2node(dt,n,n1) 'Node to node mapping used ofr price transfer' + offerNode(dt,o,n) 'Offers and the corresponding offer node for the different trading periods' + offerTrader(dt,o,trdr) 'Offers and the corresponding trader for the different trading periods' + bidNode(dt,bd,n) 'Bids and the corresponding node for the different trading periods' + bidTrader(dt,bd,trdr) 'Bids and the corresponding trader for the different trading periods' + busIsland(dt,b,isl) 'Bus island mapping for the different trade periods' + nodeBus(dt,n,b) 'Node bus mapping for the different trading periods' + branchDefn(dt,br,frB,toB) 'Branch definition for the different trading periods' + riskGenerator(dt,o) 'Set of generators (offers) that can set the risk in the different trading periods' + primarySecondaryOffer(dt,o,o1) 'Primary-secondary offer mapping for the different trading periods - in use from 01 May 2012' + dispatchableBid(dt,bd) 'Set of dispatchable bids - effective date 20 May 2014' + ; + + +Parameters +* 6 scalars - values are loaded from GDX file in vSPDsolve.gms + gdxDate(*) 'day, month, year of trade date' + intervalDuration 'Length of the trading period in minutes (e.g. 30)' + +* 49 parameters - values are loaded from GDX file in vSPDsolve.gms +* Offer data + offerParameter(dt,o,offerPar) 'Initial MW for each offer for the different trading periods' + energyOffer(dt,o,blk,bidofrCmpnt) 'Energy offers for the different trading periods' + fastPLSRoffer(dt,o,blk,bidofrCmpnt) 'Fast (6s) PLSR offers for the different trading periods' + sustainedPLSRoffer(dt,o,blk,bidofrCmpnt) 'Sustained (60s) PLSR offers for the different trading periods' + fastTWDRoffer(dt,o,blk,bidofrCmpnt) 'Fast (6s) TWDR offers for the different trading periods' + sustainedTWDRoffer(dt,o,blk,bidofrCmpnt) 'Sustained (60s) TWDR offers for the different trading periods' + fastILRoffer(dt,o,blk,bidofrCmpnt) 'Fast (6s) ILR offers for the different trading periods' + sustainedILRoffer(dt,o,blk,bidofrCmpnt) 'Sustained (60s) ILR offers for the different trading periods' + +* Bid data + energyBid(dt,bd,blk,bidofrCmpnt) 'Energy bids for the different trading periods' +* Demand data + nodeDemand(dt,n) 'MW demand at each node for all trading periods' + +* Network data + refNode(dt,n) 'Reference nodes for the different trading periods' + HVDCBranch(dt,br) 'HVDC branch indicator for the different trading periods' + branchParameter(dt,br,brPar) 'Branch resistance, reactance, fixed losses and number of loss tranches for the different time periods' + branchCapacity(dt,br,fd) 'Branch directed capacity for the different trading periods in MW (Branch Reverse Ratings)' + branchOpenStatus(dt,br) 'Branch open status for the different trading periods, 1 = Open' + nodeBusAllocationFactor(dt,n,b) 'Allocation factor of market node quantities to bus for the different trading periods' + busElectricalIsland(dt,b) 'Electrical island status of each bus for the different trading periods (0 = Dead)' + +* Risk/Reserve data + riskParameter(dt,isl,resC,riskC,riskPar) 'Risk parameters for the different trading periods (From RMT)' + islandMinimumRisk(dt,isl,resC,riskC) 'Minimum MW risk level for each island for each reserve class applied to risk classes: manual, manualECE, HVDCsecRisk and HVDCsecRiskECE' + HVDCSecRiskEnabled(dt,isl,riskC) 'Flag indicating if the HVDC secondary risk is enabled (1 = Yes)' + HVDCSecRiskSubtractor(dt,isl) 'Ramp up capability on the HVDC pole that is not the secondary risk' + reserveMaximumFactor(dt,o,resC) 'Factor to adjust the maximum reserve of the different classes for the different offers' + +* Branch constraint data + branchCstrFactors(dt,brCstr,br) 'Branch security constraint factors (sensitivities) for the current trading period' + branchCstrRHS(dt,brCstr,CstrRHS) 'Branch constraint sense and limit for the different trading periods' + +* Market node constraint data + mnCstrEnrgFactors(dt,MnodeCstr,o) 'Market node energy offer constraint factors for the current trading period' + mnCnstrResrvFactors(dt,MnodeCstr,o,resC,resT) 'Market node reserve offer constraint factors for the current trading period' + mnCnstrEnrgBidFactors(dt,MnodeCstr,bd) 'Market node energy bid constraint factors for the different trading periods' + mnCnstrResrvBidFactors(dt,MnodeCstr,bd,resC) 'Market node IL reserve bid constraint factors for the different trading periods - currently not used' + mnCnstrRHS(dt,MnodeCstr,CstrRHS) 'Market node constraint sense and limit for the different trading periods' + + +* Real Time Pricing - Inputs + studyMode 'RTD~101, RTDP~201, PRSS~130, NRSS~132, PRSL~131, NRSL~133, WDS~120' /101/ + useGenInitialMW(dt) 'Flag that if set to 1 indicates that for a schedule that is solving multiple intervals in sequential mode' + runEnrgShortfallTransfer(dt) 'Flag that if set to 1 will enable shortfall transfer- post processing' + runPriceTransfer(dt) 'Flag that if set to 1 will enable price transfer - post processing.' + replaceSurplusPrice(dt) 'Flag that if set to 1 will enable sutplus price replacement - post processing' + rtdIgIncreaseLimit(dt) 'For price responsive Intermittent Generation (IG) the 5-minute ramp-up is capped using this parameter' + useActualLoad(dt) 'Flag that if set to 0, initial estimated load [conformingfactor/noncomformingload] is used as initial load ' + dontScaleNegativeLoad(dt) 'Flag that if set to 1 --> negative load will be fixed in RTD load calculation' + inputInitialLoad(dt,n) 'This value represents actual load MW for RTD schedule input' + conformingFactor(dt,n) 'Initial estimated load for conforming load' + nonConformingLoad(dt,n) 'Initial estimated load for non-conforming load' + loadIsOverride(dt,n) 'Flag if set to 1 --> InputInitialLoad will be fixed as node demand' + loadIsBad(dt,n) 'Flag if set to 1 --> InitialLoad will be replaced by Estimated Initial Load' + loadIsNCL(dt,n) 'Flag if set to 1 --> non-conforming load --> will be fixed in RTD load calculation' + maxLoad(dt,n) 'Pnode maximum load' + instructedloadshed(dt,n) 'Instructed load shedding applied to RTDP and should be ignore by all other schedules' + instructedshedactive(dt,n) 'Flag if Instructed load shedding is active; applied to RTDP and should be ignore by all other schedules' + islandMWIPS(dt,isl) 'Island total generation at the start of RTD run' + islandPDS(dt,isl) 'Island pre-solve deviation - used to adjust RTD node demand' + islandLosses(dt,isl) 'Island estimated losss - used to adjust RTD mode demand' + + energyScarcityEnabled(dt) 'Flag to apply energy scarcity (this is different from FP scarcity situation)' + reserveScarcityEnabled(dt) 'Flag to apply reserve scarcity (this is different from FP scarcity situation)' + scarcityEnrgNationalFactor(dt,blk) 'National energy scarcity factors' + scarcityEnrgNationalPrice(dt,blk) 'National energy scarcity prices' + scarcityEnrgNodeFactor(dt,n,blk) 'Nodal energy scarcity factors' + scarcityEnrgNodeFactorPrice(dt,n,blk) 'Nodal energy scarcity prices vs factors' + scarcityEnrgNodeLimit(dt,n,blk) 'Nodal energy scarcity limits' + scarcityEnrgNodeLimitPrice(dt,n,blk) 'Nodal energy scarcity prices vs limits' + scarcityResrvIslandLimit(dt,isl,resC,blk) 'Reserve scarcity limits' + scarcityResrvIslandPrice(dt,isl,resC,blk) 'Reserve scarcity prices' + + ; + +* End of GDX declarations + + + +*=================================================================================== +* 2. Declare additional sets and parameters used throughout the model +*=================================================================================== + +Scalars + sequentialSolve + useAClossModel + useHVDClossModel + useACbranchLimits 'Use the AC branch limits (1 = Yes)' + useHVDCbranchLimits 'Use the HVDC branch limits (1 = Yes)' + resolveCircularBranchFlows 'Resolve circular branch flows (1 = Yes)' + resolveHVDCnonPhysicalLosses 'Resolve nonphysical losses on HVDC branches (1 = Yes)' + resolveACnonPhysicalLosses 'Resolve nonphysical losses on AC branches (1 = Yes)' + circularBranchFlowTolerance + nonPhysicalLossTolerance + useBranchFlowMIPtolerance + useReserveModel 'Use the reserve model (1 = Yes)' + mixedMIPtolerance + LPtimeLimit 'CPU seconds allowed for LP solves' + LPiterationLimit 'Iteration limit allowed for LP solves' + MIPtimeLimit 'CPU seconds allowed for MIP solves' + MIPiterationLimit 'Iteration limit allowed for MIP solves' + MIPoptimality + disconnectedNodePriceCorrection 'Flag to apply price correction methods to disconnected node' + + intervalDuration 'Length of the interval in minutes (e.g. 30)' + branchReceivingEndLossProportion 'Proportion of losses to be allocated to the receiving end of a branch' /1/ + +* External loss model from Transpower + lossCoeff_A / 0.3101 / + lossCoeff_C / 0.14495 / + lossCoeff_D / 0.32247 / + lossCoeff_E / 0.46742 / + lossCoeff_F / 0.82247 / + maxFlowSegment / 10000 / + ; + +Sets +* Global + pole 'HVDC poles' / pole1, pole2 / + t(dt) 'Current trading interval to solve' + +* Offer + offer(dt,o) 'Offers defined for the current trading period' + genOfrBlk(dt,o,blk) 'Valid trade blocks for the respective generation offers' + resOfrBlk(dt,o,blk,resC,resT) 'Valid trade blocks for the respective reserve offers by class and type' + posEnrgOfr(dt,o) 'Postive energy offers defined for the current trading period' + + + +* Bid + Bid(dt,bd) 'Bids defined for the current trading period' + DemBidBlk(dt,bd,blk) 'Valid trade blocks for the respective purchase bids' + +* Network + branch(dt,br) 'Branches defined for the current trading period' + branchBusDefn(dt,br,frB,toB) 'Branch bus connectivity for the current trading period' + branchFrBus(dt,br,frB) 'Define branch from bus connectivity for the current trading period' + branchToBus(dt,br,frB) 'Define branch to bus connectivity for the current trading period' + branchBusConnect(dt,br,b) 'Indication if a branch is connected to a bus for the current trading period' + ACBranchSendingBus(dt,br,b,fd) 'Sending (From) bus of AC branch in forward and backward direction' + ACBranchReceivingBus(dt,br,b,fd) 'Receiving (To) bus of AC branch in forward and backward direction' + HVDClinkSendingBus(dt,br,b) 'Sending (From) bus of HVDC link' + HVDClinkReceivingBus(dt,br,toB) 'Receiving (To) bus of HVDC link' + HVDClinkBus(dt,br,b) 'Sending or Receiving bus of HVDC link' + HVDClink(dt,br) 'HVDC links (branches) defined for the current trading period' +* HVDCpoles(dt,br) 'DC transmission between Benmore and Hayward' + + HVDCpoleDirection(dt,br,fd) 'Direction defintion for HVDC poles S->N : forward and N->S : backward' + ACBranch(dt,br) 'AC branches defined for the current trading period' + validLossSegment(dt,br,los,fd) 'Valid loss segments for a branch' + lossBranch(dt,br) 'Subset of branches that have non-zero loss factors' +* Mapping set of branches to HVDC pole + HVDCpoleBranchMap(pole,br) 'Mapping of HVDC branch to pole number' +* Risk/Reserve + islandRiskGenerator(dt,isl,o) 'Mapping of risk generator to island in the current trading period' + + GenRisk(riskC) 'Subset containing generator risks' + ManualRisk(riskC) 'Subset containting manual risks' + HVDCrisk(riskC) 'Subset containing DCCE and DCECE risks' + HVDCSecRisk(riskC) 'Subset containing secondary risk of the DCCE and DCECE events' + + PLRO(resT) 'PLSR reserve type' + TWRO(resT) 'TWDR reserve type' + ILRO(resT) 'ILR reserve type' + + nodeIsland(dt,n,isl) 'Mapping node to island' + offerIsland(dt,o,isl) 'Mapping of reserve offer to island for the current trading period' + bidIsland(dt,bd,isl) 'Mapping of purchase bid ILR to island for the current trading period' + +* Definition of CE and ECE events to support different CE and ECE CVPs + ContingentEvents(riskC) 'Subset of Risk Classes containing contigent event risks' + ExtendedContingentEvent(riskC) 'Subset of Risk Classes containing extended contigent event risk' +* Branch constraint + BranchConstraint(dt,brCstr) 'Set of valid branch constraints defined for the current trading period' +* Market node constraint + MNodeConstraint(dt,MnodeCstr) 'Set of market node constraints defined for the current trading period' +* NMIR update + rampingConstraint(dt,brCstr) 'Subset of branch constraints that limit total HVDC sent from an island due to ramping (5min schedule only)' + bipoleConstraint(dt,isl,brCstr) 'Subset of branch constraints that limit total HVDC sent from an island' + monopoleConstraint(dt,isl,brCstr,br) 'Subset of branch constraints that limit the flow on HVDC pole sent from an island' + + riskGroupOffer(dt,rg,o,riskC) 'Mappimg of risk group to offers in current trading period for each risk class - SPD version 11.0 update' + islandRiskGroup(dt,isl,rg,riskC) 'Mappimg of risk group to island in current trading period for each risk class - SPD version 11.0 update' + ; + +Parameters +* Offers + GenerationStart(dt,o) 'The MW generation level associated with the offer at the start of a trading period' + RampRateUp(dt,o) 'The ramping up rate in MW per minute associated with the generation offer (MW/min)' + RampRateDn(dt,o) 'The ramping down rate in MW per minute associated with the generation offer (MW/min)' + ReserveGenerationMaximum(dt,o) 'Maximum generation and reserve capability for the current trading period (MW)' + WindOffer(dt,o) 'Flag to indicate if offer is from wind generator (1 = Yes)' + FKBand(dt,o) 'Frequency keeper band MW which is set when the risk setter is selected as the frequency keeper' + PriceResponsive(dt,o) 'Flag to indicate if wind offer is price responsive (1 = Yes)' + PotentialMW(dt,o) 'Potential max output of Wind offer' + +* Energy offer + EnrgOfrMW(dt,o,blk) 'Generation offer block (MW)' + EnrgOfrPrice(dt,o,blk) 'Generation offer price ($/MW)' + +* Primary-secondary offer parameters + PrimaryOffer(dt,o) 'Flag to indicate if offer is a primary offer (1 = Yes)' + SecondaryOffer(dt,o) 'Flag to indicate if offer is a secondary offer (1 = Yes)' + + + GenerationMaximum(dt,o) 'Maximum generation level associated with the generation offer (MW)' + GenerationMinimum(dt,o) 'Minimum generation level associated with the generation offer (MW)' + GenerationEndUp(dt,o) 'MW generation level associated with the offer at the end of the trading period assuming ramp rate up' + GenerationEndDown(dt,o) 'MW generation level associated with the offer at the end of the trading period assuming ramp rate down' + RampTimeUp(dt,o) 'Minimum of the trading period length and time to ramp up to maximum (Minutes)' + RampTimeDown(dt,o) 'Minimum of the trading period length and time to ramp down to minimum (Minutes)' + +* Reserve offer + ResOfrPct(dt,o,blk,resC) 'The percentage of the MW block available for PLSR of class FIR or SIR' + ResOfrPrice(dt,o,blk,resC,resT) 'The price of the reserve of the different reserve classes and types ($/MW)' + ResOfrMW(dt,o,blk,resC,resT) 'The maximum MW offered reserve for the different reserve classes and types (MW)' +* Demand + RequiredLoad(dt,n) 'Nodal demand for the current trading period in MW' +* Bid + DemBidMW(dt,bd,blk) 'Demand bid block in MW' + DemBidPrice(dt,bd,blk) 'Purchase bid price in $/MW' + DemBidILRMW(dt,bd,blk,resC) 'Purchase bid ILR block in MW for the different reserve classes' + DemBidILRPrice(dt,bd,blk,resC) 'Purchase bid ILR price in $/MW for the different reserve classes' +* Network + branchResistance(dt,br) 'Resistance of the a branch for the current trading period in per unit' + branchSusceptance(dt,br) 'Susceptance (inverse of reactance) of a branch for the current trading period in per unit' + branchFixedLoss(dt,br) 'Fixed loss of the a branch for the current trading period in MW' + branchLossBlocks(dt,br) 'Number of blocks in the loss curve for the a branch in the current trading period' + lossSegmentMW(dt,br,los,fd) 'MW capacity of each loss segment' + lossSegmentFactor(dt,br,los,fd) 'Loss factor of each loss segment' + ACBranchLossMW(dt,br,los,fd) 'MW element of the loss segment curve in MW' + ACBranchLossFactor(dt,br,los,fd) 'Loss factor element of the loss segment curve' + HVDCBreakPointMWFlow(dt,br,bp,fd) 'Value of power flow on the HVDC at the break point' + HVDCBreakPointMWLoss(dt,br,bp,fd) 'Value of variable losses on the HVDC at the break point' + +* Risk/Reserve + IslandRiskAdjustmentFactor(dt,isl,resC,riskC) 'Risk adjustment factor for each island, reserve class and risk class' + FreeReserve(dt,isl,resC,riskC) 'MW free reserve for each island, reserve class and risk class' + HVDCpoleRampUp(dt,isl,resC,riskC) 'HVDC pole MW ramp up capability for each island, reserve class and risk class' + +* NMIR parameters +* The follwing are new input for NMIR + reserveRoundPower(dt,resC) 'Database flag that disables round power under certain circumstances' + reserveShareEnabled(dt,resC) 'Database flag if reserve class resC is sharable' + modulationRiskClass(dt,riskC) 'HVDC energy modulation due to frequency keeping action' + roundPower2MonoLevel(dt) 'HVDC sent value above which one pole is stopped and therefore FIR cannot use round power' + bipole2MonoLevel(dt) 'HVDC sent value below which one pole is available to start in the opposite direction and therefore SIR can use round power' + MonopoleMinimum(dt) 'The lowest level that the sent HVDC sent can ramp down to when round power is not available.' + HVDCControlBand(dt,rd) 'Modulation limit of the HVDC control system apply to each HVDC direction' + HVDClossScalingFactor(dt) 'Losses used for full voltage mode are adjusted by a factor of (700/500)^2 for reduced voltage operation' + sharedNFRFactor(dt) 'Factor that is applied to [sharedNFRLoad - sharedNFRLoadOffset] as part of the calculation of sharedNFRMax' + sharedNFRLoadOffset(dt,isl) 'Island load that does not provide load damping, e.g., Tiwai smelter load in the South Island. Subtracted from the sharedNFRLoad in the calculation of sharedNFRMax.' + effectiveFactor(dt,isl,resC,riskC) 'Estimate of the effectiveness of the shared reserve once it has been received in the risk island.' + RMTReserveLimitTo(dt,isl,resC) 'The shared reserve limit used by RMT when it calculated the NFRs. Applied as a cap to the value that is calculated for SharedNFRMax.' +* The follwing are calculated parameters for NMIR + reserveShareEnabledOverall(dt) 'An internal parameter based on the FIR and SIR enabled, and used as a switch in various places' + modulationRisk(dt) 'Max of HVDC energy modulation due to frequency keeping action' + roPwrZoneExit(dt,resC) 'Above this point there is no guarantee that HVDC sent can be reduced below MonopoleMinimum.' + sharedNFRLoad(dt,isl) 'Island load, calculated in pre-processing from the required load and the bids. Used as an input to the calculation of SharedNFRMax.' + sharedNFRMax(dt,isl) 'Amount of island free reserve that can be shared through HVDC' + numberOfPoles(dt,isl) 'Number of HVDC poles avaialbe to send energy from an island' + monoPoleCapacity(dt,isl,br) 'Maximum capacity of monopole defined by min of branch capacity and monopole constraint RHS' + biPoleCapacity(dt,isl) 'Maximum capacity of bipole defined by bipole constraint RHS' + HVDCMax(dt,isl) 'Max HVDC flow based on available poles and branch group constraints RHS' + HVDCCapacity(dt,isl) 'Total sent capacity of HVDC based on available poles' + HVDCResistance(dt,isl) 'Estimated resistance of HVDC flow sent from an island' + HVDClossSegmentMW(dt,isl,los) 'MW capacity of each loss segment applied to aggregated HVDC capacity' + HVDClossSegmentFactor(dt,isl,los) 'Loss factor of each loss segment applied to to aggregated HVDC loss' + HVDCSentBreakPointMWFlow(dt,isl,los) 'Value of total HVDC sent power flow at the break point --> lambda segment loss model' + HVDCSentBreakPointMWLoss(dt,isl,los) 'Value of ariable losses of the total HVDC sent at the break point --> lambda segment loss model' + HVDCReserveBreakPointMWFlow(dt,isl,los) 'Value of total HVDC sent power flow + reserve at the break point --> lambda segment loss model' + HVDCReserveBreakPointMWLoss(dt,isl,los) 'Value of post-contingent variable HVDC losses at the break point --> lambda segment loss model' +* The follwing are flag and scalar for testing + UseShareReserve 'Flag to indicate if the reserve share is applied' + BigM 'Big M value to be applied for single active segment HVDC loss model' /10000/ +* NMIR parameters end + +* Branch constraint + BranchConstraintSense(dt,brCstr) 'Branch security constraint sense for the current trading period (-1:<=, 0:= 1:>=)' + BranchConstraintLimit(dt,brCstr) 'Branch security constraint limit for the current trading period' + +* Market node constraint + MNodeConstraintSense(dt,MnodeCstr) 'Market node constraint sense for the current trading period' + MNodeConstraintLimit(dt,MnodeCstr) 'Market node constraint limit for the current trading period' + + +* Post-processing + useBranchFlowMIP(dt) 'Flag to indicate if integer constraints are needed in the branch flow model: 1 = Yes' + +* Real Time Pricing + ScarcityEnrgLimit(dt,n,blk) 'Bus energy scarcity limits' + ScarcityEnrgPrice(dt,n,blk) 'Bus energy scarcity prices vs limits' + + +* Real Time Pricing - Calculated parameters + InitialLoad(dt,n) 'Value that represents the Pnode load MW at the start of the solution interval. Depending on the inputs this value will be either actual load, an operator applied override or an estimated initial load' + LoadIsScalable(dt,n) 'Binary value. If True then the Pnode InitialLoad will be scaled in order to calculate nodedemand, if False then Pnode InitialLoad will be directly assigned to nodedemand' + LoadScalingFactor(dt,isl) 'Island-level scaling factor applied to InitialLoad in order to calculate nodedemand' + TargetTotalLoad(dt,isl) 'Island-level MW load forecast' + LoadCalcLosses(dt,isl) 'Island-level MW losses used to calculate the Island-level load forecast from the InputIPS and the IslandPSD. 1st loop --> InitialLosses, 2nd solve loop --> SystemLosses as calculated in section 6.3' + EstimatedInitialLoad(dt,n) 'Calculated estimate of initial MW load, available to be used as an alternative to InputInitialLoad' + EstScalingFactor(dt,isl) 'Scaling applied to ConformingFactor load MW in order to calculate EstimatedInitialLoad' + EstLoadIsScalable(dt,n) 'Binary value. If True then ConformingFactor load MW will be scaled in order to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be assigned directly to EstimatedInitialLoad' + EstNonScalableLoad(dt,n) 'For a non-conforming Pnode this will be the NonConformingLoad MW input, for a conforming Pnode this will be the ConformingFactor MW input if that value is negative, otherwise it will be zero' + EstScalableLoad(dt,n) 'For a non-conforming Pnode this value will be zero. For a conforming Pnode this value will be the ConformingFactor if it is non-negative, otherwise this value will be zero' + ; + +Scalars +* Violation penalties +* These violation penalties are not specified in the model formulation document (ver.4.3) but are specified in the +* document "Resolving Infeasibilities & High Spring Washer Price situations - an overview" available at www.systemoperator.co.nz/n2766,264.html + deficitBusGenerationPenalty 'Bus deficit violation penalty' /500000/ + surplusBusGenerationPenalty 'Bus surplus violation penalty' /500000/ + deficitBrCstrPenalty 'Deficit branch group constraint violation penalty' /650000/ + surplusBrCstrPenalty 'Surplus branch group constraint violation penalty' /650000/ + deficitGnrcCstrPenalty 'Deficit generic constraint violation penalty' /710000/ + surplusGnrcCstrPenalty 'Surplus generic constraint violation penalty' /710000/ + deficitRampRatePenalty 'Deficit ramp rate violation penalty' /850000/ + surplusRampRatePenalty 'Surplus ramp rate violation penalty' /850000/ + deficitBranchFlowPenalty 'Deficit branch flow violation penalty' /600000/ + surplusBranchFlowPenalty 'Surplus branch flow violation penalty' /600000/ + deficitMnodeCstrPenalty 'Deficit market node constraint violation penalty' /700000/ + surplusMnodeCstrPenalty 'Surplus market node constraint violation penalty' /700000/ + DeficitReservePenalty_CE '6s and 60s CE reserve deficit violation penalty' /100000/ + DeficitReservePenalty_ECE '6s and 60s ECE reserve deficit violation penalty' /800000/ + ; + + +*=================================================================================== +* 3. Declare model variables and constraints, and initialise constraints +*=================================================================== ================ + +* VARIABLES - UPPER CASE +* Equations, parameters and everything else - lower or mixed case + +* Model formulation originally based on the SPD model formulation version 4.3 (15 Feb 2008) and amended as indicated + +Variables + NETBENEFIT 'Defined as the difference between the consumer surplus and producer costs adjusted for penalty costs' +* Risk + ISLANDRISK(dt,isl,resC,riskC) 'Island MW risk for the different reserve and risk classes' + GENISLANDRISK(dt,isl,o,resC,riskC) 'Island MW risk for different risk setting generators' + GENISLANDRISKGROUP(dt,isl,rg,resC,riskC) 'Island MW risk for different risk group - SPD version 11.0' + HVDCGENISLANDRISK(dt,isl,o,resC,riskC) 'Island MW risk for different risk setting generators + HVDC' + HVDCMANISLANDRISK(dt,isl,resC,riskC) 'Island MW risk for manual risk + HVDC' + HVDCREC(dt,isl) 'Total net pre-contingent HVDC MW flow received at each island' + RISKOFFSET(dt,isl,resC,riskC) 'MW offset applied to the raw risk to account for HVDC pole rampup, AUFLS, free reserve and non-compliant generation' + +* NMIR free variables + HVDCRESERVESENT(dt,isl,resC,rd) 'Total net post-contingent HVDC MW flow sent from an island applied to each reserve class' + HVDCRESERVELOSS(dt,isl,resC,rd) 'Post-contingent HVDC loss of energy + reserve sent from an island applied to each reserve class' +* NMIR free variables end + +* Network + ACNODENETINJECTION(dt,b) 'MW injection at buses corresponding to AC nodes' + ACBRANCHFLOW(dt,br) 'MW flow on undirected AC branch' + ACNODEANGLE(dt,b) 'Bus voltage angle' + +* Demand bids can be either positive or negative from v6.0 of SPD formulation (with DSBF) +* The lower bound of the free variable is updated in vSPDSolve.gms to allow backward compatibility +* Note the formulation now refers to this as Demand. So Demand (in SPD formulation) = Purchase (in vSPD code) + PURCHASE(dt,bd) 'Total MW purchase scheduled' + PURCHASEBLOCK(dt,bd,blk) 'MW purchase scheduled from the individual trade blocks of a bid' + + ; + +Positive variables +* system cost and benefit + SYSTEMBENEFIT(dt) 'Total purchase bid benefit by period' + SYSTEMCOST(dt) 'Total generation and reserve costs by period' + SYSTEMPENALTYCOST(dt) 'Total violation costs by period' + TOTALPENALTYCOST 'Total violation costs' + SCARCITYCOST(dt) 'Total scarcity Cost' +* scarcity variables + ENERGYSCARCITYBLK(dt,n,blk) 'Block energy scarcity cleared at bus b' + ENERGYSCARCITYNODE(dt,n) 'Energy scarcity cleared at bus b' + + RESERVESHORTFALLBLK(dt,isl,resC,riskC,blk) 'Block reserve shortfall by risk class (excluding genrisk and HVDC secondary risk)' + RESERVESHORTFALL(dt,isl,resC,riskC) 'Reserve shortfall by risk class (excluding genris kand HVDC secondary risk)' + + RESERVESHORTFALLUNITBLK(dt,isl,o,resC,riskC,blk) 'Block reserve shortfall by risk generation unit (applied to genrisk and HVDC secondary risk)' + RESERVESHORTFALLUNIT(dt,isl,o,resC,riskC) 'Reserve shortfall by risk generation unit (applied to genrisk and HVDC secondary risk)' + + RESERVESHORTFALLGROUPBLK(dt,isl,rg,resC,riskC,blk) 'Block Reserve shortfall by risk group (applied to genrisk and HVDC secondary risk)' + RESERVESHORTFALLGROUP(dt,isl,rg,resC,riskC) 'Reserve shortfall by risk risk group (applied to genrisk and HVDC secondary risk)' + +* Generation + GENERATION(dt,o) 'Total MW generation scheduled from an offer' + GENERATIONBLOCK(dt,o,blk) 'MW generation scheduled from the individual trade blocks of an offer' + GENERATIONUPDELTA(dt,o) 'Total increase in MW generation scheduled from an offer' + GENERATIONDNDELTA(dt,o) 'Total decrease in MW generation scheduled from an offer' +* Reserve + RESERVE(dt,o,resC,resT) 'MW Reserve scheduled from an offer' + RESERVEBLOCK(dt,o,blk,resC,resT) 'MW Reserve scheduled from the individual trade blocks of an offer' + ISLANDRESERVE(dt,isl,resC) 'Total island cleared reserve' + +* NMIR positive variables + SHAREDNFR(dt,isl) 'Amount of free load reserve being shared from an island' + SHAREDRESERVE(dt,isl,resC) 'Amount of cleared reserve from an island being shared to the other island' + HVDCSENT(dt,isl) 'Directed pre-contingent HVDC MW flow sent from each island' + HVDCSENTLOSS(dt,isl) 'Energy loss for HVDC flow sent from an island' + RESERVESHAREEFFECTIVE(dt,isl,resC,riskC) 'Effective shared reserve received at island after adjusted for losses and effectiveness factor' + RESERVESHARERECEIVED(dt,isl,resC,rd) 'Directed shared reserve received at island after adjusted for losses' + RESERVESHARESENT(dt,isl,resC,rd) 'Directed shared reserve sent from and island' + RESERVESHAREPENALTY(dt) 'Penalty cost for excessive reserve sharing' +* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY + RESERVESHAREEFFECTIVE_CE(dt,isl,resC) 'Max effective shared reserve for CE risk received at island after adjusted for losses and effectiveness factor' + RESERVESHAREEFFECTIVE_ECE(dt,isl,resC) 'Max effective shared reserve for ECE risk received at island after adjusted for losses and effectiveness factor' +* NMIR positive variables end + +* Network + HVDCLINKFLOW(dt,br) 'MW flow at the sending end scheduled for the HVDC link' + HVDCLINKLOSSES(dt,br) 'MW losses on the HVDC link' + LAMBDA(dt,br,bp) 'Non-negative weight applied to the breakpoint of the HVDC link' + ACBRANCHFLOWDIRECTED(dt,br,fd) 'MW flow on the directed branch' + ACBRANCHLOSSESDIRECTED(dt,br,fd) 'MW losses on the directed branch' + ACBRANCHFLOWBLOCKDIRECTED(dt,br,los,fd) 'MW flow on the different blocks of the loss curve' + ACBRANCHLOSSESBLOCKDIRECTED(dt,br,los,fd) 'MW losses on the different blocks of the loss curve' +* Violations + DEFICITBUSGENERATION(dt,b) 'Deficit generation at a bus in MW' + SURPLUSBUSGENERATION(dt,b) 'Surplus generation at a bus in MW' + DEFICITBRANCHSECURITYCONSTRAINT(dt,brCstr) 'Deficit branch security constraint in MW' + SURPLUSBRANCHSECURITYCONSTRAINT(dt,brCstr) 'Surplus branch security constraint in MW' + DEFICITRAMPRATE(dt,o) 'Deficit ramp rate in MW' + SURPLUSRAMPRATE(dt,o) 'Surplus ramp rate in MW' + DEFICITBRANCHFLOW(dt,br) 'Deficit branch flow in MW' + SURPLUSBRANCHFLOW(dt,br) 'Surplus branch flow in MW' + DEFICITMNODECONSTRAINT(dt,MnodeCstr) 'Deficit market node constraint in MW' + SURPLUSMNODECONSTRAINT(dt,MnodeCstr) 'Surplus market node constraint in MW' +* Seperate CE and ECE violation variables to support different CVPs for CE and ECE + DEFICITRESERVE_CE(dt,isl,resC) 'Deficit CE reserve generation in each island for each reserve class in MW' + DEFICITRESERVE_ECE(dt,isl,resC) 'Deficit ECE reserve generation in each island for each reserve class in MW' + + ; + +Binary variables +* NMIR binary variables + HVDCSENDING(dt,isl) 'Binary variable indicating if island isl is the sending end of the HVDC flow. 1 = Yes.' + INZONE(dt,isl,resC,z) 'Binary variable (1 = Yes ) indicating if the HVDC flow is in a zone (z) that facilitates the appropriate quantity of shared reserves in the reverse direction to the HVDC sending island isl for reserve class resC.' + HVDCSENTINSEGMENT(dt,isl,los) 'Binary variable to decide which loss segment HVDC flow sent from an island falling into --> active segment loss model' +* NMIR binary variables end + ; + +SOS1 Variables + ACBRANCHFLOWDIRECTED_INTEGER(dt,br,fd) 'Integer variables used to select branch flow direction in the event of circular branch flows (3.8.1)' + HVDCLINKFLOWDIRECTED_INTEGER(dt,fd) 'Integer variables used to select the HVDC branch flow direction on in the event of S->N (forward) and N->S (reverse) flows (3.8.2)' +* Integer varaible to prevent intra-pole circulating branch flows + HVDCPOLEFLOW_INTEGER(dt,pole,fd) 'Integer variables used to select the HVDC pole flow direction on in the event of circulating branch flows within a pole' + ; + +SOS2 Variables + LAMBDAINTEGER(dt,br,bp) 'Integer variables used to enforce the piecewise linear loss approxiamtion on the HVDC links' + LAMBDAHVDCENERGY(dt,isl,bp) 'Integer variables used to enforce the piecewise linear loss approxiamtion (NMIR) on the HVDC links' + LAMBDAHVDCRESERVE(dt,isl,resC,rd,rsbp) 'Integer variables used to enforce the piecewise linear loss approxiamtion (NMIR) on the HVDC links' + ; + + +Equations + ObjectiveFunction 'Objective function of the dispatch model (5.1.1.1)' +* Cost and benefit breaking down + SystemBenefitDefinition(dt) 'Defined as the sum of the purcahse bid benefit' + SystemCostDefinition(dt) 'Defined as the sum of the generation and reserve costs' + SystemPenaltyCostDefinition(dt) 'Defined as the sum of the individual violation costs' + TotalViolationCostDefinition 'Deined as the sume of period violation cost - (for reporting)' + TotalScarcityCostDefinition(dt) 'Deined as the sume of scarcity cost' + + +* Offer and purchase constraints + GenerationOfferDefintion(dt,o) 'Definition of generation provided by an offer (6.1.1.2)' + DemBidDefintion(dt,bd) 'Definition of purchase provided by a bid (6.1.1.6)' + EnergyScarcityDefinition(dt,n) 'Definition of bus energy scarcity (6.1.1.8)' + +* Ramping constraints + GenerationRampUp(dt,o) 'Maximum movement of the generator upwards due to up ramp rate (6.2.1.1)' + GenerationRampDown(dt,o) 'Maximum movement of the generator downwards due to down ramp rate (6.2.1.2)' + +* Generation change penalty for RTD and RTDP + GenerationChangeUpDown(dt,o) 'Calculate the MW of generation increase/decrease' + +* HVDC transmission constraints + HVDClinkMaximumFlow(dt,br) 'Maximum flow on each HVDC link (6.3.1.1)' + HVDClinkLossDefinition(dt,br) 'Definition of losses on the HVDC link (6.3.1.2)' + HVDClinkFlowDefinition(dt,br) 'Definition of MW flow on the HVDC link (6.3.1.3)' + LambdaDefinition(dt,br) 'Definition of weighting factor (6.3.1.4)' + +* HVDC transmission constraints to resolve non-physical loss and circular flow +* These constraints are not explicitly formulated in SPD formulation +* But you can find the description in "Post-Solve Checks" + HVDClinkFlowIntegerDefinition1(dt) 'Definition 1 of the integer HVDC link flow variable )' + HVDClinkFlowIntegerDefinition2(dt,fd) 'Definition 2 of the integer HVDC link flow variable' + HVDClinkFlowIntegerDefinition3(dt,pole) 'Definition 4 of the HVDC pole integer varaible to prevent intra-pole circulating branch flows' + HVDClinkFlowIntegerDefinition4(dt,pole,fd) 'Definition 4 of the HVDC pole integer varaible to prevent intra-pole circulating branch flows' + LambdaIntegerDefinition1(dt,br) 'Definition of weighting factor when branch integer constraints are needed' + LambdaIntegerDefinition2(dt,br,los) 'Definition of weighting factor when branch integer constraints are needed' + +* AC transmission constraints + ACnodeNetInjectionDefinition1(dt,b) '1st definition of the net injection at buses corresponding to AC nodes (6.4.1.1)' + ACnodeNetInjectionDefinition2(dt,b) '2nd definition of the net injection at buses corresponding to AC nodes (6.4.1.2)' + ACBranchMaximumFlow(dt,br,fd) 'Maximum flow on the AC branch (6.4.1.3)' + ACBranchFlowDefinition(dt,br) 'Relationship between directed and undirected branch flow variables (6.4.1.4)' + LinearLoadFlow(dt,br) 'Equation that describes the linear load flow (6.4.1.5)' + ACBranchBlockLimit(dt,br,los,fd) 'Limit on each AC branch flow block (6.4.1.6)' + ACDirectedBranchFlowDefinition(dt,br,fd) 'Composition of the directed branch flow from the block branch flow (6.4.1.7)' + ACBranchLossCalculation(dt,br,los,fd) 'Calculation of the losses in each loss segment (6.4.1.8)' + ACDirectedBranchLossDefinition(dt,br,fd) 'Composition of the directed branch losses from the block branch losses (6.4.1.9)' + +* AC transmission constraints to resolve circular flow + ACDirectedBranchFlowIntegerDefinition1(dt,br) 'Integer constraint to enforce a flow direction on loss AC branches in the presence of circular branch flows or non-physical losses' + ACDirectedBranchFlowIntegerDefinition2(dt,br,fd) 'Integer constraint to enforce a flow direction on loss AC branches in the presence of circular branch flows or non-physical losses' + +* Risk + RiskOffsetCalculation_DCCE(dt,isl,resC,riskC) 'Calculation of the risk offset variable for the DCCE risk class. (6.5.1.1)' + RiskOffsetCalculation_DCECE(dt,isl,resC,riskC) 'Calculation of the risk offset variable for the DCECE risk class. (6.5.1.3)' + HVDCRecCalculation(dt,isl) 'Calculation of the net received HVDC MW flow into an island (6.5.1.4)' + HVDCIslandRiskCalculation(dt,isl,resC,riskC) 'Calculation of the island risk for a DCCE and DCECE (6.5.1.5)' + + GenIslandRiskCalculation(dt,isl,o,resC,riskC) 'Calculation of the island risk for risk setting generators (6.5.1.6)' + GenIslandRiskCalculation_1(dt,isl,o,resC,riskC) 'Calculation of the island risk for risk setting generators (6.5.1.6)' + ManualIslandRiskCalculation(dt,isl,resC,riskC) 'Calculation of the island risk based on manual specifications (6.5.1.7)' + HVDCIslandSecRiskCalculation_GEN(dt,isl,o,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to an AC risk (6.5.1.8)' + HVDCIslandSecRiskCalculation_GEN_1(dt,isl,o,resC,riskC)'Calculation of the island risk for an HVDC secondary risk to an AC risk (6.5.1.8)' + HVDCIslandSecRiskCalculation_Manual(dt,isl,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to a manual risk (6.5.1.9)' + HVDCIslandSecRiskCalculation_Manu_1(dt,isl,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to a manual risk (6.5.1.9)' + GenIslandRiskGroupCalculation(dt,isl,rg,resC,riskC) 'Calculation of the island risk of risk group (6.5.1.10)' + GenIslandRiskGroupCalculation_1(dt,isl,rg,resC,riskC) 'Calculation of the risk of risk group (6.5.1.10)' + +* General NMIR equations + EffectiveReserveShareCalculation(dt,isl,resC,riskC) '6.5.2.1 : Calculation of effective shared reserve' + SharedReserveLimitByClearedReserve(dt,isl,resC) '6.5.2.2 : Shared offered reserve is limited by cleared reserved' + BothClearedAndFreeReserveCanBeShared(dt,isl,resC,rd) '6.5.2.4 : Shared reserve is covered by cleared reserved and shareable free reserve' + ReserveShareSentLimitByHVDCControlBand(dt,isl,resC,rd) '6.5.2.5 : Reserve share sent from an island is limited by HVDC control band' + FwdReserveShareSentLimitByHVDCCapacity(dt,isl,resC,rd) '6.5.2.6 : Forward reserve share sent from an island is limited by HVDC capacity' + ReverseReserveOnlyToEnergySendingIsland(dt,isl,resC,rd) '6.5.2.7 : Shared reserve sent in reverse direction is possible only if the island is not sending energy through HVDC' + ReverseReserveShareLimitByHVDCControlBand(dt,isl,resC,rd) '6.5.2.8 : Reverse reserve share recieved at an island is limited by HVDC control band' + ForwardReserveOnlyToEnergyReceivingIsland(dt,isl,resC,rd) '6.5.2.9 : Forward received reserve is possible if in the same direction of HVDC ' + ReverseReserveLimitInReserveZone(dt,isl,resC,rd,z) '6.5.2.10: Reverse reserve constraint if HVDC sent flow in reverse zone' + ZeroReserveInNoReserveZone(dt,isl,resC,z) '6.5.2.11 & 6.5.2.18: No reverse reserve if HVDC sent flow in no reverse zone and no forward reserve if round power disabled' + OnlyOneActiveHVDCZoneForEachReserveClass(dt,resC) '6.5.2.12: Across both island, one and only one zone is active for each reserve class' + ZeroSentHVDCFlowForNonSendingIsland(dt,isl) '6.5.2.13: Directed HVDC sent from an island, if non-zero, must fall in a zone for each reserve class' + RoundPowerZoneSentHVDCUpperLimit(dt,isl,resC,z) '6.5.2.14: Directed HVDC sent from an island <= RoundPowerZoneExit level if in round power zone of that island' + HVDCSendingIslandDefinition(dt,isl,resC) '6.5.2.15: An island is HVDC sending island if HVDC flow sent is in one of the three zones for each reserve class ' + OnlyOneSendingIslandExists(dt) '6.5.2.19: One and only one island is HVDC sending island' + HVDCSentCalculation(dt,isl) '6.5.2.20: Total HVDC sent from each island' + +* Lamda loss model + HVDCFlowAccountedForForwardReserve(dt,isl,resC,rd) '6.5.2.21: HVDC flow sent from an island taking into account forward sent reserve' + ForwardReserveReceivedAtHVDCReceivingIsland(dt,isl,resC,rd) '6.5.2.22: Forward reserve RECEIVED at an HVDC receiving island' + HVDCFlowAccountedForReverseReserve(dt,isl,resC,rd) '6.5.2.23: HVDC flow sent from an island taking into account reverse received reserve' + ReverseReserveReceivedAtHVDCSendingIsland(dt,isl,resC,rd) '6.5.2.24: Reverse reserve RECEIVED at an HVDC sending island' + HVDCSentEnergyLambdaDefinition(dt,isl) '6.5.2.25: Definition of weight factor for total HVDC energy sent from an island' + HVDCSentEnergyFlowDefinition(dt,isl) '6.5.2.26: Lambda definition of total HVDC energy flow sent from an island' + HVDCSentEnergyLossesDefinition(dt,isl) '6.5.2.27: Lambda definition of total loss of HVDC energy sent from an island' + HVDCSentReserveLambdaDefinition(dt,isl,resC,rd) '6.5.2.28: Definition of weight factor for total HVDC+reserve sent from an island' + HVDCSentReserveFlowDefinition(dt,isl,resC,rd) '6.5.2.29: Lambda definition of Reserse + Energy flow on HVDC sent from an island' + HVDCSentReserveLossesDefinition(dt,isl,resC,rd) '6.5.2.30: Lambda definition of Reserse + Energy loss on HVDC sent from an island' + +* Reserve share penalty +* Tuong Nguyen added on 24 Feb 2021 to correct the calculation + ReserveShareEffective_CE_Calculation(dt,isl,resC,riskC) '6.5.2.31: Calculate max effective shared reserve for CE risk received at island' + ReserveShareEffective_ECE_Calculation(dt,isl,resC,riskC) '6.5.2.31: Calculate max effective shared reserve for ECE risk received at island' + ExcessReserveSharePenalty(dt) '6.5.2.31: Constraint to avoid excessive reserve share' + +* Reserve + PLSRReserveProportionMaximum(dt,o,blk,resC,resT) '6.5.3.1: Maximum PLSR as a proportion of the block MW' + ReserveOfferDefinition(dt,o,resC,resT) '6.5.3.3: Definition of the reserve offers of different classes and types' + EnergyAndReserveMaximum(dt,o,resC) '6.5.3.4: Definition of maximum energy and reserves from each generator' + +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation(dt,isl,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for DCCE risk' + ManualRiskReserveShortFallCalculation(dt,isl,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for Manual risk' + GenRiskReserveShortFallCalculation(dt,isl,o,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for generation risk unit' + HVDCsecRiskReserveShortFallCalculation(dt,isl,o,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for generation unit + HVDC risk' + HVDCsecManualRiskReserveShortFallCalculation(dt,isl,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for Manual risk + HVDC risk' + RiskGroupReserveShortFallCalculation(dt,isl,rg,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for Risk Group' + +* Matching of reserve requirement and availability + IslandReserveCalculation(dt,isl,resC) '6.5.5.1: Calculate total island cleared reserve' + SupplyDemandReserveRequirement(dt,isl,resC,riskC) '6.5.5.2&3: Matching of reserve supply and demand' + +* Branch security constraints + BranchSecurityConstraintLE(dt,brCstr) '6.6.1.5: Branch security constraint with LE sense' + BranchSecurityConstraintGE(dt,brCstr) '6.6.1.5: Branch security constraint with GE sense' + BranchSecurityConstraintEQ(dt,brCstr) '6.6.1.5: Branch security constraint with EQ sense' + +* Market node security constraints + MNodeSecurityConstraintLE(dt,MnodeCstr) '6.6.1.7: Market node security constraint with LE sense' + MNodeSecurityConstraintGE(dt,MnodeCstr) '6.6.1.7: Market node security constraint with GE sense' + MNodeSecurityConstraintEQ(dt,MnodeCstr) '6.6.1.7: Market node security constraint with EQ sense' + + ; + +* OBJECTIVE FUNCTION (5.1.1.1) +ObjectiveFunction.. + NETBENEFIT +=e= + sum[ t, SYSTEMBENEFIT(t) - SYSTEMCOST(t) - SCARCITYCOST(t) + - SYSTEMPENALTYCOST(t) - RESERVESHAREPENALTY(t) ] + + sum[(t,n,blk), ScarcityEnrgLimit(t,n,blk) * ScarcityEnrgPrice(t,n,blk)] + ; + +* Defined as the net sum of generation cost + reserve cost +SystemCostDefinition(t).. + SYSTEMCOST(t) +=e= + sum[ genOfrBlk(t,o,blk) + , GENERATIONBLOCK(genOfrBlk) + * EnrgOfrPrice(genOfrBlk) ] ++ sum[ resOfrBlk(t,o,blk,resC,resT) + , RESERVEBLOCK(resOfrBlk) + * ResOfrPrice(resOfrBlk) ] + ; + +* Defined as the net sum of dispatchable load benefit +SystemBenefitDefinition(t).. + SYSTEMBENEFIT(t) +=e= + sum[ demBidBlk(t,bd,blk) + , PURCHASEBLOCK(demBidBlk) + * DemBidPrice(demBidBlk) ] + ; + +* Defined as the sum of the individual violation costs +SystemPenaltyCostDefinition(t).. + SYSTEMPENALTYCOST(t) +=e= + sum[ bus(t,b), deficitBusGenerationPenalty * DEFICITBUSGENERATION(bus) + + surplusBusGenerationPenalty * SURPLUSBUSGENERATION(bus) ] + ++ sum[ branch(t,br), surplusBranchFlowPenalty * SURPLUSBRANCHFLOW(branch) ] + ++ sum[ offer(t,o), deficitRampRatePenalty * DEFICITRAMPRATE(offer) + + surplusRampRatePenalty * SURPLUSRAMPRATE(Offer) ] + ++ sum[ BranchConstraint(t,brCstr) + , deficitBrCstrPenalty * DEFICITBRANCHSECURITYCONSTRAINT(t,brCstr) + + surplusBrCstrPenalty * SURPLUSBRANCHSECURITYCONSTRAINT(t,brCstr) ] + ++ sum[ MNodeConstraint(t,MnodeCstr) + , deficitMnodeCstrPenalty * DEFICITMNODECONSTRAINT(MNodeConstraint) + + surplusMnodeCstrPenalty * SURPLUSMNODECONSTRAINT(MNodeConstraint) ] + ++ sum[ (isl,resC) + , [DeficitReservePenalty_CE * DEFICITRESERVE_CE(t,isl,resC) ] + + [DeficitReservePenalty_ECE * DEFICITRESERVE_ECE(t,isl,resC)] + ] + ++ sum[ o $ { (StudyMode = 101) or (StudyMode = 201) } + , 0.0005 * ( GENERATIONUPDELTA(t,o) + GENERATIONDNDELTA(t,o) ) + ] + ; + +* Defined as the sum of the individual violation costs (for reporting) +TotalViolationCostDefinition.. + TOTALPENALTYCOST =e= sum[ t, SYSTEMPENALTYCOST(t) ] ; + +* Deined as the sume of scarcity cost +TotalScarcityCostDefinition(t).. + SCARCITYCOST(t) +=e= + sum[ (n,blk), ScarcityEnrgPrice(t,n,blk) * ENERGYSCARCITYBLK(t,n,blk) ] + ++ sum[ (isl,resC,riskC,blk) $ HVDCrisk(riskC) + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ++ sum[ (isl,resC,riskC,blk) $ ManualRisk(riskC) + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ++ sum[ (isl,o,resC,riskC,blk) $ { GenRisk(riskC) + and islandRiskGenerator(t,isl,o) } + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLUNITBLK(t,isl,o,resC,riskC,blk) ] + ++ sum[ (isl,o,resC,riskC,blk) $ { HVDCsecRisk(riskC) + and islandRiskGenerator(t,isl,o) } + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLUNITBLK(t,isl,o,resC,riskC,blk) ] + ++ sum[ (isl, resC,riskC,blk) $ HVDCsecRisk(riskC) + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ++ sum[ (isl,rg,resC,riskC,blk) $ GenRisk(riskC) + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLGROUPBLK(t,isl,rg,resC,riskC,blk) ] +; + + +*======= GENERATION AND LOAD CONSTRAINTS ======================================= + +* Definition of generation provided by an offer (6.1.1.2) +GenerationOfferDefintion(offer(t,o)).. + GENERATION(offer) +=e= + sum[ genOfrBlk(offer,blk), GENERATIONBLOCK(offer,blk) ] + ; + +* Definition of purchase provided by a bid (6.1.1.6) +DemBidDefintion(bid(t,bd)).. + PURCHASE(bid) +=e= + sum[ demBidBlk(bid,blk), PURCHASEBLOCK(bid,blk) ] + ; + +* Definition of bus energy scarcity (6.1.1.8) +EnergyScarcityDefinition(t,n).. + ENERGYSCARCITYNODE(t,n) +=e= + sum[ blk, ENERGYSCARCITYBLK(t,n,blk) ] + ; + +*======= GENERATION AND LOAD CONSTRAINTS END =================================== + + + +*======= RAMPING CONSTRAINTS =================================================== +* Note: The CoefficientForRampRate in SPD formulation = intervalDuration / 60 + +* Maximum movement of the generator downwards due to up ramp rate (6.2.1.1) +GenerationRampUp(t,o) $ { posEnrgOfr(t,o) and PrimaryOffer(t,o) }.. + sum[ o1 $ PrimarySecondaryOffer(t,o,o1), GENERATION(t,o1) ] ++ GENERATION(t,o) - DEFICITRAMPRATE(t,o) +=l= + (RampRateUp(t,o) * intervalDuration / 60) + generationStart(t,o) + ; + +* Maximum movement of the generator downwards due to down ramp rate (6.2.1.2) +GenerationRampDown(t,o) $ { posEnrgOfr(t,o) and PrimaryOffer(t,o) }.. + sum[ o1 $ PrimarySecondaryOffer(t,o,o1), GENERATION(t,o1) ] ++ GENERATION(t,o) + SURPLUSRAMPRATE(t,o) +=g= + generationStart(t,o) - (RampRateDn(t,o) * intervalDuration / 60) + ; + +*======= RAMPING CONSTRAINTS END================================================ + + + +*======= GENERATION CHANGE CONSTRAINT ========================================== +* Calculate the MW of generation increase/decrease - only applid for RTD/RTDP +* and this constraint is not documented in SPD formulation document +GenerationChangeUpDown(t,o) $ { (StudyMode = 101) or (StudyMode = 201) }.. + GENERATIONUPDELTA(t,o) - GENERATIONDNDELTA(t,o) +=e= + GENERATION(t,o) - generationStart(t,o); + +*======= GENERATION CHANGE CONSTRAINT END ====================================== + + + +*======= HVDC TRANSMISSION EQUATIONS =========================================== + +* Maximum flow on each HVDC link (6.3.1.1) +HVDClinkMaximumFlow(HVDClink(t,br)) $ useHVDCbranchLimits .. + HVDCLINKFLOW(HVDClink) +=l= + sum[ fd $ ( ord(fd)=1 ), branchCapacity(HVDClink,fd) ] + ; + +* Definition of losses on the HVDC link (6.3.1.2) +HVDClinkLossDefinition(HVDClink(t,br)).. + HVDCLINKLOSSES(HVDClink) +=e= + sum[ validLossSegment(HVDClink,bp,fd) + , HVDCBreakPointMWLoss(HVDClink,bp,fd) * LAMBDA(HVDClink,bp) ] + ; + +* Definition of MW flow on the HVDC link (6.3.1.3) +HVDClinkFlowDefinition(HVDClink(t,br)).. + HVDCLINKFLOW(HVDClink) +=e= + sum[ validLossSegment(HVDClink,bp,fd) + , HVDCBreakPointMWFlow(HVDClink,bp,fd) * LAMBDA(HVDClink,bp) ] + ; + +* Definition of weighting factor (6.3.1.4) +LambdaDefinition(HVDClink(t,br)).. + sum(validLossSegment(HVDClink,bp,fd), LAMBDA(HVDClink,bp)) +=e= + 1 + ; + + +*======= HVDC TRANSMISSION EQUATIONS END ======================================= + + + +*======= HVDC TRANSMISSION EQUATIONS FOR SOS1 VARIABLES ======================== +* HVDC transmission constraints to resolve non-physical loss and circular flow +* These constraints are not explicitly formulated in SPD formulation +* But you can find the description in "Post-Solve Checks + +* Definition 1 of the integer HVDC link flow variable +* HVDC_North_Flow + HVDC_South_Flow +* = BEN_HAY_1_Flow + BEN_HAY_2_Flow + HAY_BEN_1_Flow + HAY_BEN_2_Flow +HVDClinkFlowIntegerDefinition1(t) $ { UseBranchFlowMIP(t) and + resolveCircularBranchFlows }.. + sum[ fd, HVDCLINKFLOWDIRECTED_INTEGER(t,fd) ] +=e= + sum[ HVDCpoleDirection(HVDClink(t,br),fd), HVDCLINKFLOW(HVDClink) ] + ; + +* Definition 2 of the integer HVDC link flow variable +* HVDC_North_Flow = BEN_HAY_1_Flow + BEN_HAY_2_Flow +* HVDC_South_Flow = HAY_BEN_1_Flow + HAY_BEN_2_Flow +HVDClinkFlowIntegerDefinition2(t,fd) $ { UseBranchFlowMIP(t) and + resolveCircularBranchFlows }.. + HVDCLINKFLOWDIRECTED_INTEGER(t,fd) +=e= + sum[ HVDCpoleDirection(HVDClink(t,br),fd), HVDCLINKFLOW(HVDClink) ] + ; + +* Definition of the integer HVDC pole flow variable for intra-pole circulating branch flows +* Pole1_North_Flow + Pole1_South_Flow = BEN_HAY_1_Flow + HAY_BEN_1_Flow +* Pole2_North_Flow + Pole2_South_Flow = BEN_HAY_2_Flow + HAY_BEN_2_Flow +HVDClinkFlowIntegerDefinition3(t,pole) $ { UseBranchFlowMIP(t) and + resolveCircularBranchFlows }.. + sum[ br $ { HVDClink(t,br) + and HVDCpoleBranchMap(pole,br) } , HVDCLINKFLOW(t,br) ] +=e= + sum[ fd, HVDCPOLEFLOW_INTEGER(t,pole,fd) ] + ; + +* Definition of the integer HVDC pole flow variable for intra-pole circulating branch flows +* Pole1_North_Flow = BEN_HAY_1_Flow + HAY_BEN_1_Flow +* Pole1_South_Flow = BEN_HAY_1_Flow + HAY_BEN_1_Flow +* Pole2_North_Flow = BEN_HAY_2_Flow + HAY_BEN_2_Flow +* Pole2_South_Flow = BEN_HAY_2_Flow + HAY_BEN_2_Flow + +HVDClinkFlowIntegerDefinition4(t,pole,fd) $ { UseBranchFlowMIP(t) and + resolveCircularBranchFlows }.. + sum[ HVDCpoleDirection(HVDClink(t,br),fd) $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW(HVDClink) ] +=e= + HVDCPOLEFLOW_INTEGER(t,pole,fd) + ; + +*======= HVDC TRANSMISSION EQUATIONS FOR SOS1 VARIABLES END ==================== + + +*======= HVDC TRANSMISSION EQUATIONS FOR SOS2 VARIABLES ======================== +* Definition 1 of weighting factor when branch integer constraints are needed +LambdaIntegerDefinition1(HVDClink(t,br)) $ { UseBranchFlowMIP(t) and + resolveHVDCnonPhysicalLosses }.. + sum[ validLossSegment(HVDClink,bp,fd), LAMBDAINTEGER(HVDClink,bp) ] +=e= + 1 + ; + +* Definition 2 of weighting factor when branch integer constraints are needed +LambdaIntegerDefinition2(HVDClink(t,br),bp) + $ { UseBranchFlowMIP(t) and resolveHVDCnonPhysicalLosses + and sum[ fd $ validLossSegment(HVDClink,bp,fd), 1] }.. + LAMBDAINTEGER(HVDClink,bp) +=e= + LAMBDA(HVDClink,bp) + ; + +*======= HVDC TRANSMISSION EQUATIONS END ======================================= + + + + +*======= AC TRANSMISSION EQUATIONS ============================================= + +* 1st definition of the net injection at buses corresponding to AC nodes (6.4.1.1) +ACnodeNetInjectionDefinition1(bus(t,b)).. + ACNODENETINJECTION(t,b) +=e= + sum[ ACBranchSendingBus(ACBranch(t,br),b,fd) + , ACBRANCHFLOWDIRECTED(ACBranch,fd) + ] +- sum[ ACBranchReceivingBus(ACBranch(t,br),b,fd) + , ACBRANCHFLOWDIRECTED(ACBranch,fd) + ] + ; + +* 2nd definition of the net injection at buses corresponding to AC nodes (6.4.1.2) +ACnodeNetInjectionDefinition2(bus(t,b)).. + ACNODENETINJECTION(t,b) +=e= + sum[ offerNode(t,o,n) $ NodeBus(t,n,b) + , nodeBusAllocationFactor(t,n,b) * GENERATION(t,o) ] +- sum[ BidNode(t,bd,n) $ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * PURCHASE(t,bd) ] +- sum[ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * RequiredLoad(t,n) ] ++ sum[ HVDClinkReceivingBus(HVDClink(t,br),b), HVDCLINKFLOW(HVDClink) ] +- sum[ HVDClinkReceivingBus(HVDClink(t,br),b), HVDCLINKLOSSES(HVDClink) ] +- sum[ HVDClinkSendingBus(HVDClink(t,br),b) , HVDCLINKFLOW(HVDClink) ] +- sum[ HVDClinkBus(HVDClink(t,br),b), 0.5 * branchFixedLoss(HVDClink) ] +- sum[ ACBranchReceivingBus(ACBranch(t,br),b,fd) + , branchReceivingEndLossProportion + * ACBRANCHLOSSESDIRECTED(ACBranch,fd) ] +- sum[ ACBranchSendingBus(ACBranch(t,br),b,fd) + , (1 - branchReceivingEndLossProportion) + * ACBRANCHLOSSESDIRECTED(ACBranch,fd) ] +- sum[ BranchBusConnect(ACBranch(t,br),b), 0.5*branchFixedLoss(ACBranch) ] ++ DEFICITBUSGENERATION(t,b) - SURPLUSBUSGENERATION(t,b) +* Note that we model energy scarcity as penalty instead of benefit like SPD +* The reason for this is to avoid numerical issues. ++ sum[ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * ENERGYSCARCITYNODE(t,n)] + ; + +* Maximum flow on the AC branch (6.4.1.3) +ACBranchMaximumFlow(ACbranch(t,br),fd) $ useACbranchLimits.. + ACBRANCHFLOWDIRECTED(ACBranch,fd) - SURPLUSBRANCHFLOW(ACBranch) +=l= + branchCapacity(ACBranch,fd) + ; + +* Relationship between directed and undirected branch flow variables (6.4.1.4) +ACBranchFlowDefinition(ACBranch(t,br)).. + ACBRANCHFLOW(ACBranch) +=e= + sum[ fd $ (ord(fd) = 1), ACBRANCHFLOWDIRECTED(ACBranch,fd) ] +- sum[ fd $ (ord(fd) = 2), ACBRANCHFLOWDIRECTED(ACBranch,fd) ] + ; + +* Equation that describes the linear load flow (6.4.1.5) +LinearLoadFlow(ACBranch(t,br)).. + ACBRANCHFLOW(ACBranch) +=e= + branchSusceptance(ACBranch) + * sum[ BranchBusDefn(ACBranch,frB,toB) + , ACNODEANGLE(t,frB) - ACNODEANGLE(t,toB) ] + ; + +* Limit on each AC branch flow block (6.4.1.6) +ACBranchBlockLimit(validLossSegment(ACBranch(t,br),los,fd)).. + ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) +=l= + ACBranchLossMW(ACBranch,los,fd) + ; + +* Composition of the directed branch flow from the block branch flow (6.4.1.7) +ACDirectedBranchFlowDefinition(ACBranch(t,br),fd).. + ACBRANCHFLOWDIRECTED(ACBranch,fd) +=e= + sum[ validLossSegment(ACBranch,los,fd) + , ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) ] + ; + +* Calculation of the losses in each loss segment (6.4.1.8) - Modified for BranchcReverseRatings +ACBranchLossCalculation(validLossSegment(ACBranch(t,br),los,fd)).. + ACBRANCHLOSSESBLOCKDIRECTED(ACBranch,los,fd) +=e= + ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) + * ACBranchLossFactor(ACBranch,los,fd) + ; + +* Composition of the directed branch losses from the block branch losses (6.4.1.9) +ACDirectedBranchLossDefinition(ACBranch(t,br),fd).. + ACBRANCHLOSSESDIRECTED(ACBranch,fd) +=e= + sum[ validLossSegment(ACBranch,los,fd) + , ACBRANCHLOSSESBLOCKDIRECTED(ACBranch,los,fd) ] + ; + +*======= AC TRANSMISSION EQUATIONS END ========================================= + + + +*======= AC TRANSMISSION EQUATIONS FOR SOS1 VARIABLES ========================== +* AC transmission constraints to resolve circular flow +* These constraints are not explicitly formulated in SPD formulation +* But you can find the description in "Post-Solve Checks" + +* Integer constraint to enforce a flow direction on loss AC branches in the +* presence of circular branch flows or non-physical losses +ACDirectedBranchFlowIntegerDefinition1(ACBranch(lossBranch(t,br))) + $ { UseBranchFlowMIP(t) and resolveCircularBranchFlows }.. + sum[ fd, ACBRANCHFLOWDIRECTED_INTEGER(ACBranch,fd) ] +=e= + sum[ fd, ACBRANCHFLOWDIRECTED(ACBranch,fd) ] + ; + +* Integer constraint to enforce a flow direction on loss AC branches in the +* presence of circular branch flows or non-physical losses +ACDirectedBranchFlowIntegerDefinition2(ACBranch(lossBranch(t,br)),fd) + $ { UseBranchFlowMIP(t) and resolveCircularBranchFlows }.. + ACBRANCHFLOWDIRECTED_INTEGER(ACBranch,fd) +=e= + ACBRANCHFLOWDIRECTED(ACBranch,fd) + ; + +*======= AC TRANSMISSION EQUATIONS FOR SOS1 VARIABLES END ====================== + + + +*======= RISK EQUATIONS ======================================================== + +* Calculation of the risk offset variable for the DCCE risk class. (6.5.1.1) +RiskOffsetCalculation_DCCE(t,isl,resC,riskC) + $ { HVDCrisk(riskC) and ContingentEvents(riskC) }.. + RISKOFFSET(t,isl,resC,riskC) +=e= + FreeReserve(t,isl,resC,riskC) + HVDCPoleRampUp(t,isl,resC,riskC) + ; + +* Calculation of the risk offset variable for the DCECE risk class. (6.5.1.3) +RiskOffsetCalculation_DCECE(t,isl,resC,riskC) + $ { HVDCrisk(riskC) and ExtendedContingentEvent(riskC) }.. + RISKOFFSET(t,isl,resC,riskC) +=e= + FreeReserve(t,isl,resC,riskC) + ; + +* Calculation of the net received HVDC MW flow into an island (6.5.1.4) +HVDCRecCalculation(t,isl).. + HVDCREC(t,isl) +=e= + sum[ (b,br) $ { BusIsland(t,b,isl) + and HVDClinkSendingBus(t,br,b) + and HVDCLink(t,br) + }, -HVDCLINKFLOW(t,br) + ] ++ sum[ (b,br) $ { BusIsland(t,b,isl) + and HVDClinkReceivingBus(t,br,b) + and HVDCLink(t,br) + }, HVDCLINKFLOW(t,br) - HVDCLINKLOSSES(t,br) + ] + ; + +* Calculation of the island risk for a DCCE and DCECE (6.5.1.5) +HVDCIslandRiskCalculation(t,isl,resC,HVDCrisk).. + ISLANDRISK(t,isl,resC,HVDCrisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,HVDCrisk) + * [ HVDCREC(t,isl) + - RISKOFFSET(t,isl,resC,HVDCrisk) + + modulationRiskClass(t,HVDCrisk) + ] +* Scarcity reserve (only applied for CE risk) + - RESERVESHORTFALL(t,isl,resC,HVDCrisk) $ ContingentEvents(HVDCrisk) + ; + +* Calculation of the risk of risk setting generators (6.5.1.6) +GenIslandRiskCalculation_1(t,isl,o,resC,GenRisk) + $ islandRiskGenerator(t,isl,o) .. + GENISLANDRISK(t,isl,o,resC,GenRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,GenRisk) + * [ GENERATION(t,o) + - FreeReserve(t,isl,resC,GenRisk) + + FKBand(t,o) + + sum[ resT, RESERVE(t,o,resC,resT) ] + + sum[ o1 $ PrimarySecondaryOffer(t,o,o1) + , sum[ resT, RESERVE(t,o1,resC,resT) ] + GENERATION(t,o1) ] + ] +* NMIR update +- RESERVESHAREEFFECTIVE(t,isl,resC,GenRisk)$reserveShareEnabled(t,resC) +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALLUNIT(t,isl,o,resC,GenRisk) $ ContingentEvents(GenRisk) + ; + +* Calculation of the island risk for risk setting generators (6.5.1.6) +GenIslandRiskCalculation(t,isl,o,resC,GenRisk) + $ islandRiskGenerator(t,isl,o) .. + ISLANDRISK(t,isl,resC,GenRisk) +=g= + GENISLANDRISK(t,isl,o,resC,GenRisk) ; + +* Calculation of the island risk based on manual specifications (6.5.1.7) +ManualIslandRiskCalculation(t,isl,resC,ManualRisk).. + ISLANDRISK(t,isl,resC,ManualRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,ManualRisk) + * [ IslandMinimumRisk(t,isl,resC,ManualRisk) + - FreeReserve(t,isl,resC,ManualRisk) + ] +* NMIR update +- RESERVESHAREEFFECTIVE(t,isl,resC,ManualRisk)$reserveShareEnabled(t,resC) +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALL(t,isl,resC,ManualRisk) $ ContingentEvents(ManualRisk) + ; + +* Calculation of the island risk for an HVDC secondary generation risk(6.5.1.8) +* HVDC secondary risk includes HVDC risk and +* Generation of both primary and secondary generation unit + +* cleared reserve + the FKBand for generator primary risk +HVDCIslandSecRiskCalculation_GEN_1(t,isl,o,resC,HVDCSecRisk) + $ { islandRiskGenerator(t,isl,o) and + HVDCSecRiskEnabled(t,isl,HVDCSecRisk) }.. + HVDCGENISLANDRISK(t,isl,o,resC,HVDCSecRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,HVDCSecRisk) + * [ GENERATION(t,o) + - FreeReserve(t,isl,resC,HVDCSecRisk) + + HVDCREC(t,isl) + - HVDCSecRiskSubtractor(t,isl) + + FKBand(t,o) + + sum[ resT, RESERVE(t,o,resC,resT) ] + + sum[ o1 $ PrimarySecondaryOffer(t,o,o1) + , sum[ resT, RESERVE(t,o1,resC,resT) ] + GENERATION(t,o1) ] +* SPD version 11.0 update + + modulationRiskClass(t,HVDCSecRisk) + ] +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALLUNIT(t,isl,o,resC,HVDCSecRisk) $ ContingentEvents(HVDCSecRisk) + ; + +* Calculation of the island risk for an HVDC secondary generation risk (6.5.1.8) +HVDCIslandSecRiskCalculation_GEN(t,isl,o,resC,HVDCSecRisk) + $ { islandRiskGenerator(t,isl,o) and + HVDCSecRiskEnabled(t,isl,HVDCSecRisk) }.. + ISLANDRISK(t,isl,resC,HVDCSecRisk) +=g= + HVDCGENISLANDRISK(t,isl,o,resC,HVDCSecRisk) + ; + +* Calculation of the island risk for an HVDC secondary manual risk (6.5.1.9) +HVDCIslandSecRiskCalculation_Manu_1(t,isl,resC,HVDCSecRisk) + $ HVDCSecRiskEnabled(t,isl,HVDCSecRisk).. + HVDCMANISLANDRISK(t,isl,resC,HVDCSecRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,HVDCSecRisk) + * [ IslandMinimumRisk(t,isl,resC,HVDCSecRisk) + - FreeReserve(t,isl,resC,HVDCSecRisk) + + HVDCREC(t,isl) + - HVDCSecRiskSubtractor(t,isl) + + modulationRiskClass(t,HVDCSecRisk) + ] +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALL(t,isl,resC,HVDCSecRisk) $ ContingentEvents(HVDCSecRisk) + ; + +* Calculation of the island risk for an HVDC secondary manual risk (6.5.1.9) +HVDCIslandSecRiskCalculation_Manual(t,isl,resC,HVDCSecRisk) + $ HVDCSecRiskEnabled(t,isl,HVDCSecRisk).. + ISLANDRISK(t,isl,resC,HVDCSecRisk) +=g= + HVDCMANISLANDRISK(t,isl,resC,HVDCSecRisk) + ; + +* Calculation of the risk of risk group (6.5.1.10) +GenIslandRiskGroupCalculation_1(t,isl,rg,resC,GenRisk) + $ islandRiskGroup(t,isl,rg,GenRisk).. + GENISLANDRISKGROUP(t,isl,rg,resC,GenRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,GenRisk) + * [ sum[ o $ { offerIsland(t,o,isl) + and riskGroupOffer(t,rg,o,GenRisk) + } , GENERATION(t,o) + FKBand(t,o) + + sum[ resT, RESERVE(t,o,resC,resT) ] + ] + - FreeReserve(t,isl,resC,GenRisk) + ] +* NMIR update +- RESERVESHAREEFFECTIVE(t,isl,resC,GenRisk)$reserveShareEnabled(t,resC) +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALLGROUP(t,isl,rg,resC,GenRisk) $ ContingentEvents(GenRisk) + ; + +* Calculation of the island risk for risk group (6.5.1.10) +GenIslandRiskGroupCalculation(t,isl,rg,resC,GenRisk) + $ islandRiskGroup(t,isl,rg,GenRisk).. + ISLANDRISK(t,isl,resC,GenRisk) +=g= + GENISLANDRISKGROUP(t,isl,rg,resC,GenRisk) + ; + +*======= RISK EQUATIONS END ==================================================== + + +*======= NMIR - RESERVE SHARING EQUATIONS ====================================== + +* General NMIR equations start ------------------------------------------------- + +* Calculation of effective shared reserve - (6.5.2.1) +EffectiveReserveShareCalculation(t,isl,resC,riskC) + $ { reserveShareEnabled(t,resC) + and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. + RESERVESHAREEFFECTIVE(t,isl,resC,riskC) +=l= + Sum[ rd , RESERVESHARERECEIVED(t,isl,resC,rd) + * effectiveFactor(t,isl,resC,riskC) ] + ; + +* Shared offered reserve is limited by cleared reserved - (6.5.2.2) +SharedReserveLimitByClearedReserve(t,isl,resC) + $ reserveShareEnabled(t,resC).. + SHAREDRESERVE(t,isl,resC) +=l= + ISLANDRESERVE(t,isl,resC) + ; + +* Both cleared reserved and shareable free reserve can be shared - (6.5.2.4) +BothClearedAndFreeReserveCanBeShared(t,isl,resC,rd) + $ reserveShareEnabled(t,resC).. + RESERVESHARESENT(t,isl,resC,rd) +=l= + SHAREDRESERVE(t,isl,resC) + SHAREDNFR(t,isl)$(ord(resC)=1) + ; + +* Reserve share sent is limited by HVDC control band - (6.5.2.5) +ReserveShareSentLimitByHVDCControlBand(t,isl,resC,rd) + $ reserveShareEnabled(t,resC).. + RESERVESHARESENT(t,isl,resC,rd) +=l= + [ HVDCControlBand(t,rd) - modulationRisk(t) + ] $ (HVDCControlBand(t,rd) > modulationRisk(t)) + ; + +* Forward reserve share sent is limited by HVDC capacity - (6.5.2.6) +FwdReserveShareSentLimitByHVDCCapacity(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 1) }.. + RESERVESHARESENT(t,isl,resC,rd) ++ HVDCSENT(t,isl) +=l= + [ HVDCMax(t,isl) - modulationRisk(t) ] $ (HVDCMax(t,isl) > modulationRisk(t)) +; + +* Reverse shared reserve is only possible for receiving island - (6.5.2.7) +ReverseReserveOnlyToEnergySendingIsland(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) }.. + RESERVESHARESENT(t,isl,resC,rd) +=l= + BigM * [ 1 - HVDCSENDING(t,isl) ] + ; + +* Reverse shared reserve recieved at an island is limited by HVDC control band - (6.5.2.8) +ReverseReserveShareLimitByHVDCControlBand(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=l= + HVDCSENDING(t,isl) * [ HVDCControlBand(t,rd) - modulationRisk(t) + ] $ ( HVDCControlBand(t,rd) > modulationRisk(t) ) + ; + +* Forward received shared reserve only possible for receiving island - (3.4.2.9) +ForwardReserveOnlyToEnergyReceivingIsland(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 1) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=l= + BigM * [ 1 - HVDCSENDING(t,isl) ] + ; + +* Reverse shared reserve limit if HVDC sent flow in reverse zone - (6.5.2.10) +ReverseReserveLimitInReserveZone(t,isl,resC,rd,z) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) and (ord(z) = 3) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=l= + HVDCSENT(t,isl) +- (MonopoleMinimum(t) + modulationRisk(t)) ++ BigM * [ 1 - INZONE(t,isl,resC,z) ] + ; + +* No reverse shared reserve if HVDC sent flow in no reverse zone & +* No forward reserve if HVDC sent flow in no reverse zone and RP disabled +* (6.5.2.11) & (6.5.2.18) +ZeroReserveInNoReserveZone(t,isl,resC,z) + $ { reserveShareEnabled(t,resC) and (ord(z) = 2) }.. + Sum[ rd $ (ord(rd) = 2), RESERVESHARERECEIVED(t,isl,resC,rd) ] ++ Sum[ rd $ (ord(rd) = 1), RESERVESHARESENT(t,isl,resC,rd) + ] $ {reserveRoundPower(t,resC) = 0} +=l= + BigM * [ 1 - INZONE(t,isl,resC,z) ] + ; + +* Across both island, only one zone is active for each reserve class -(6.5.2.12) +OnlyOneActiveHVDCZoneForEachReserveClass(t,resC) $ reserveShareEnabled(t,resC).. + Sum[ (isl,z), INZONE(t,isl,resC,z) ] =e= 1 ; + +* HVDC sent from sending island only - (6.5.2.13) +ZeroSentHVDCFlowForNonSendingIsland(t,isl) $ reserveShareEnabledOverall(t).. + HVDCSENT(t,isl) =l= BigM * HVDCSENDING(t,isl) ; + +* HVDC sent from an island <= RoundPowerZoneExit level if in round power zone +* of that island - (6.5.2.14) +RoundPowerZoneSentHVDCUpperLimit(t,isl,resC,z) + $ { reserveShareEnabled(t,resC) and (ord(z) = 1) }.. + HVDCSENT(t,isl) +=l= + roPwrZoneExit(t,resC) + BigM * [ 1 - INZONE(t,isl,resC,z) ] +; + +* An island is HVDC sending island if HVDC flow sent is in one of the three +* zones for each reserve class - (6.5.2.15) +HVDCSendingIslandDefinition(t,isl,resC) $ reserveShareEnabled(t,resC).. + HVDCSENDING(t,isl) =e= Sum[ z, INZONE(t,isl,resC,z) ] ; + +* One and only one island is HVDC sending island - (6.5.2.19) +OnlyOneSendingIslandExists(t) $ reserveShareEnabledOverall(t).. + Sum[ isl, HVDCSENDING(t,isl) ] =e= 1 ; + +* Total HVDC sent from each island - (6.5.2.20) +HVDCSentCalculation(t,isl) $ reserveShareEnabledOverall(t).. + HVDCSENT(t,isl) +=e= + Sum[ (b,br) $ { BusIsland(t,b,isl) + and HVDClinkSendingBus(t,br,b) + and HVDClink(t,br) + }, HVDCLINKFLOW(t,br) + ] +; + +* General NMIR equations end --------------------------------------------------- + + +* Lamda loss model ------------------------------------------------------------- + +* HVDC flow + forward reserve sent from an island - (6.5.2.21) +HVDCFlowAccountedForForwardReserve(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 1) }.. + HVDCRESERVESENT(t,isl,resC,rd) +=e= + RESERVESHARESENT(t,isl,resC,rd) + HVDCSENT(t,isl) + ; + +* Received forward shared reserve at an HVDC receiving island - (6.5.2.22) +ForwardReserveReceivedAtHVDCReceivingIsland(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 1) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=e= + Sum[ isl1 $ (not sameas(isl1,isl)) + , RESERVESHARESENT(t,isl1,resC,rd) + - HVDCRESERVELOSS(t,isl1,resC,rd) + + HVDCSENTLOSS(t,isl1) ] + ; + +* HVDC flow - received reverse reserve sent from an island - (6.5.2.23) +HVDCFlowAccountedForReverseReserve(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) }.. + HVDCRESERVESENT(t,isl,resC,rd) +=e= + HVDCSENT(t,isl) - RESERVESHARERECEIVED(t,isl,resC,rd) + ; + +* Reverse reserve RECEIVED at an HVDC sending island - (6.5.2.24) +ReverseReserveReceivedAtHVDCSendingIsland(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=e= + Sum[ isl1 $ (not sameas(isl1,isl)), RESERVESHARESENT(t,isl1,resC,rd) ] +- HVDCRESERVELOSS(t,isl,resC,rd) ++ HVDCSENTLOSS(t,isl) + ; + +* Total weight factor = 1 for HVDC energy sent from an island - (6.5.2.25) +HVDCSentEnergyLambdaDefinition(t,isl) $ reserveShareEnabledOverall(t).. + Sum[ bp $ (ord(bp) <= 7),LAMBDAHVDCENERGY(t,isl,bp) ] =e= 1 ; + +* Lambda definition of total HVDC energy flow sent from an island +* (6.5.2.26) - SPD version 11.0 +HVDCSentEnergyFlowDefinition(t,isl) $ reserveShareEnabledOverall(t).. + HVDCSENT(t,isl) +=e= + Sum[ bp $ (ord(bp) <= 7), HVDCSentBreakPointMWFlow(t,isl,bp) + * LAMBDAHVDCENERGY(t,isl,bp) ] + ; + +* Lambda definition of total loss of HVDC energy sent from an island +* (6.5.2.27) - SPD version 11.0 +HVDCSentEnergyLossesDefinition(t,isl) $ reserveShareEnabledOverall(t).. + HVDCSENTLOSS(t,isl) +=e= + Sum[ bp $ (ord(bp) <= 7), HVDCSentBreakPointMWLoss(t,isl,bp) + * LAMBDAHVDCENERGY(t,isl,bp) ] + ; + +* Total weight factor = 1 for HVDC+reserve sent from an island -(6.5.2.28) +HVDCSentReserveLambdaDefinition(t,isl,resC,rd) $ reserveShareEnabled(t,resC).. + Sum[ rsbp, LAMBDAHVDCRESERVE(t,isl,resC,rd,rsbp) ] =e= 1 ; + +* Lambda definition of Reserse + Energy flow on HVDC sent from an island +* (3.4.2.29) - SPD version 11.0 +HVDCSentReserveFlowDefinition(t,isl,resC,rd) + $ reserveShareEnabled(t,resC).. + HVDCRESERVESENT(t,isl,resC,rd) +=e= + Sum[ rsbp, HVDCReserveBreakPointMWFlow(t,isl,rsbp) + * LAMBDAHVDCRESERVE(t,isl,resC,rd,rsbp) ] + ; + +* Lambda definition of Reserse + Energy Loss on HVDC sent from an island +* (3.4.2.30) - SPD version 11.0 +HVDCSentReserveLossesDefinition(t,isl,resC,rd) + $ reserveShareEnabled(t,resC).. + HVDCRESERVELOSS(t,isl,resC,rd) +=e= + Sum[ rsbp, HVDCReserveBreakPointMWLoss(t,isl,rsbp) + * LAMBDAHVDCRESERVE(t,isl,resC,rd,rsbp) ] + ; + +* Lamda loss model end --------------------------------------------------------- + + +* Calculate Reserve sharing excess penalty ------------------------------------- + +* Tuong Nguyen added on 24 Feb 2021 to correct the calculation +* Calculate max effective shared reserve for CE risk received at island (6.5.2.31) +ReserveShareEffective_CE_Calculation(t,isl,resC,riskC) + $ { reserveShareEnabled(t,resC) and ContingentEvents(riskC) + and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. + RESERVESHAREEFFECTIVE_CE(t,isl,resC) +=g= + RESERVESHAREEFFECTIVE(t,isl,resC,riskC) + ; + +* Tuong Nguyen added on 24 Feb 2021 to correct the calculation +* Calculate max effective shared reserve for CE risk received at island (6.5.2.31) +ReserveShareEffective_ECE_Calculation(t,isl,resC,riskC) + $ { reserveShareEnabled(t,resC) and ExtendedContingentEvent(riskC) + and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. + RESERVESHAREEFFECTIVE_ECE(t,isl,resC) +=g= + RESERVESHAREEFFECTIVE(t,isl,resC,riskC) + ; + +* Constraint to avoid excessive reserve share (6.5.2.31) +ExcessReserveSharePenalty(t) $ reserveShareEnabledOverall(t).. + RESERVESHAREPENALTY(t) +=e= + sum[ isl, 1e-5 * SHAREDNFR(t,isl) ] ++ sum[ (isl,resC), 2e-5 * SHAREDRESERVE(t,isl,resC) ] +* Tuong Nguyen modified on 24 Feb 2021 to correct the calculation +*+ sum[ (isl,resC,riskC), 3e-5 * RESERVESHAREEFFECTIVE(t,isl,resC,riskC)] ++ sum[ (isl,resC), 3e-5 * RESERVESHAREEFFECTIVE_CE(t,isl,resC)] ++ sum[ (isl,resC), 3e-5 * RESERVESHAREEFFECTIVE_ECE(t,isl,resC)] +; +* Calculate Reserve sharing excess penalty end --------------------------------- + +*======= NMIR - RESERVE SHARING EQUATIONS END ================================== + + + +*======= RESERVE EQUATIONS ===================================================== +* 6.5.3.1: Maximum PLSR as a proportion of the block MW +PLSRReserveProportionMaximum(offer(t,o),blk,resC,PLRO) + $ resOfrBlk(offer,blk,resC,PLRO).. + RESERVEBLOCK(Offer,blk,resC,PLRO) +=l= + ResOfrPct(Offer,blk,resC) * GENERATION(Offer) + ; + +* 6.5.3.3 Definition of the reserve offers of different classes and types +ReserveOfferDefinition(offer(t,o),resC,resT).. + RESERVE(offer,resC,resT) +=e= + sum[ blk, RESERVEBLOCK(offer,blk,resC,resT) ] + ; + +* Definition of maximum energy and reserves from each generator (6.5.3.4) +EnergyAndReserveMaximum(offer(t,o),resC).. + GENERATION(offer) ++ reserveMaximumFactor(offer,resC) + * sum[ resT $ (not ILRO(resT)), RESERVE(offer,resC,resT) ] +=l= + ReserveGenerationMaximum(offer) + ; + +*======= RESERVE EQUATIONS END ================================================= + + + +*======= RESERVE SCARCITY ====================================================== +* 6.5.4.2: Total Reserve Shortfall for DCCE risk +HVDCRiskReserveShortFallCalculation(t,isl,resC,HVDCrisk(RiskC)) + $ ContingentEvents(riskC).. + RESERVESHORTFALL(t,isl,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for Manual risk +ManualRiskReserveShortFallCalculation(t,isl,resC,ManualRisk(RiskC)) + $ ContingentEvents(riskC).. + RESERVESHORTFALL(t,isl,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for generation risk unit +GenRiskReserveShortFallCalculation(t,isl,o,resC,GenRisk(RiskC)) + $ { ContingentEvents(riskC) and islandRiskGenerator(t,isl,o) }.. + RESERVESHORTFALLUNIT(t,isl,o,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLUNITBLK(t,isl,o,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for generation unit + HVDC risk +HVDCsecRiskReserveShortFallCalculation(t,isl,o,resC,HVDCsecRisk(RiskC)) + $ { ContingentEvents(riskC) and islandRiskGenerator(t,isl,o) }.. + RESERVESHORTFALLUNIT(t,isl,o,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLUNITBLK(t,isl,o,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for Manual risk + HVDC risk +HVDCsecManualRiskReserveShortFallCalculation(t,isl,resC,HVDCsecRisk(RiskC)) + $ ContingentEvents(riskC).. + RESERVESHORTFALL(t,isl,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for risk group +RiskGroupReserveShortFallCalculation(t,isl,rg,resC,GenRisk(RiskC)) + $ { ContingentEvents(riskC) and islandRiskGroup(t,isl,rg,RiskC)}.. + RESERVESHORTFALLGROUP(t,isl,rg,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLGROUPBLK(t,isl,rg,resC,riskC,blk) ] + ; + +*======= RESERVE SCARCITY END ================================================== + + + +*======= RISK AND RESERVE BALANCE EQUATIONS ==================================== + +* 6.5.5.1: Calculate total island cleared reserve +IslandReserveCalculation(t,isl,resC).. + ISLANDRESERVE(t,isl,resC) +=l= + Sum[ (o,resT) $ { offer(t,o) and offerIsland(t,o,isl) } + , RESERVE(t,o,resC,resT) + ] + ; + +* 6.5.5.2 & 6.5.5.3: Matching of reserve supply and demand +SupplyDemandReserveRequirement(t,isl,resC,riskC) $ useReserveModel.. + ISLANDRISK(t,isl,resC,riskC) +- DEFICITRESERVE_CE(t,isl,resC) $ ContingentEvents(riskC) +- DEFICITRESERVE_ECE(t,isl,resC) $ ExtendedContingentEvent(riskC) +=l= + ISLANDRESERVE(t,isl,resC) + ; + +*======= RISK AND RESERVE BALANCE EQUATIONS END ================================ + + + +*======= SECURITY EQUATIONS ==================================================== + +* 6.6.1.5 Branch security constraint with LE sense +BranchSecurityConstraintLE(t,brCstr) + $ (BranchConstraintSense(t,brCstr) = -1).. + sum[ br $ ACbranch(t,br) + , branchCstrFactors(t,brCstr,br) * ACBRANCHFLOW(t,br) ] ++ sum[ br $ HVDClink(t,br) + , branchCstrFactors(t,brCstr,br) * HVDCLINKFLOW(t,br) ] +- SURPLUSBRANCHSECURITYCONSTRAINT(t,brCstr) +=l= + BranchConstraintLimit(t,brCstr) + ; + +* 6.6.1.5 Branch security constraint with GE sense +BranchSecurityConstraintGE(t,brCstr) + $ (BranchConstraintSense(t,brCstr) = 1).. + sum[ br $ ACbranch(t,br) + , branchCstrFactors(t,brCstr,br) * ACBRANCHFLOW(t,br) ] ++ sum[ br $ HVDClink(t,br) + , branchCstrFactors(t,brCstr,br) * HVDCLINKFLOW(t,br) ] ++ DEFICITBRANCHSECURITYCONSTRAINT(t,brCstr) +=g= + BranchConstraintLimit(t,brCstr) + ; + +* 6.6.1.5 Branch security constraint with EQ sense +BranchSecurityConstraintEQ(t,brCstr) + $ (BranchConstraintSense(t,brCstr) = 0).. + sum[ br $ ACbranch(t,br) + , branchCstrFactors(t,brCstr,br) * ACBRANCHFLOW(t,br) ] ++ sum[ br $ HVDClink(t,br) + , branchCstrFactors(t,brCstr,br) * HVDCLINKFLOW(t,br) ] ++ DEFICITBRANCHSECURITYCONSTRAINT(t,brCstr) +- SURPLUSBRANCHSECURITYCONSTRAINT(t,brCstr) +=e= + BranchConstraintLimit(t,brCstr) + ; + + + +* Market node security constraint with LE sense (3.5.1.7a) +MNodeSecurityConstraintLE(t,MnodeCstr) + $ (MNodeConstraintSense(t,MnodeCstr) = -1).. + sum[ o $ posEnrgOfr(t,o) + , MNCstrEnrgFactors(t,MnodeCstr,o) + * GENERATION(t,o) + ] ++ sum[ (o,resC,resT) $ offer(t,o) + , MNCnstrResrvFactors(t,MnodeCstr,o,resC,resT) + * RESERVE(t,o,resC,resT) + ] ++ sum[ bd $ Bid(t,bd) + , mnCnstrEnrgBidFactors(t,MnodeCstr,bd) + * PURCHASE(t,bd) + ] +- SURPLUSMNODECONSTRAINT(t,MnodeCstr) +=l= + MNodeConstraintLimit(t,MnodeCstr) + ; + +* Market node security constraint with GE sense (3.5.1.7b) +MNodeSecurityConstraintGE(t,MnodeCstr) + $ (MNodeConstraintSense(t,MnodeCstr) = 1).. + sum[ o $ posEnrgOfr(t,o) + , MNCstrEnrgFactors(t,MnodeCstr,o) + * GENERATION(t,o) + ] ++ sum[ (o,resC,resT) $ offer(t,o) + , MNCnstrResrvFactors(t,MnodeCstr,o,resC,resT) + * RESERVE(t,o,resC,resT) + ] ++ sum[ bd $ Bid(t,bd) + , mnCnstrEnrgBidFactors(t,MnodeCstr,bd) + * PURCHASE(t,bd) + ] ++ DEFICITMNODECONSTRAINT(t,MnodeCstr) +=g= + MNodeConstraintLimit(t,MnodeCstr) + ; + +* Market node security constraint with EQ sense (3.5.1.7c) +MNodeSecurityConstraintEQ(t,MnodeCstr) + $ (MNodeConstraintSense(t,MnodeCstr) = 0).. + sum[ o $ posEnrgOfr(t,o) + , MNCstrEnrgFactors(t,MnodeCstr,o) + * GENERATION(t,o) + ] ++ sum[ (o,resC,resT) $ offer(t,o) + , MNCnstrResrvFactors(t,MnodeCstr,o,resC,resT) + * RESERVE(t,o,resC,resT) + ] ++ sum[ bd $ Bid(t,bd) + , mnCnstrEnrgBidFactors(t,MnodeCstr,bd) + * PURCHASE(t,bd) + ] ++ DEFICITMNODECONSTRAINT(t,MnodeCstr) +- SURPLUSMNODECONSTRAINT(t,MnodeCstr) +=e= + MNodeConstraintLimit(t,MnodeCstr) + ; + +*======= SECURITY EQUATIONS END ================================================ + + + + + +* Model declarations +Model vSPD / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion, DemBidDefintion + EnergyScarcityDefinition, + GenerationRampUp, GenerationRampDown +* Network + HVDClinkMaximumFlow, HVDClinkLossDefinition + HVDClinkFlowDefinition, LambdaDefinition + ACnodeNetInjectionDefinition1 + ACnodeNetInjectionDefinition2, ACBranchMaximumFlow + ACBranchFlowDefinition, LinearLoadFlow + ACBranchBlockLimit, ACDirectedBranchFlowDefinition + ACBranchLossCalculation, ACDirectedBranchLossDefinition +* Risk + HVDCIslandRiskCalculation, HVDCRecCalculation + GenIslandRiskCalculation, GenIslandRiskCalculation_1 + GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 + ManualIslandRiskCalculation +* Reserve + PLSRReserveProportionMaximum, ReserveOfferDefinition + EnergyAndReserveMaximum +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation + ManualRiskReserveShortFallCalculation + GenRiskReserveShortFallCalculation + HVDCsecRiskReserveShortFallCalculation + HVDCsecManualRiskReserveShortFallCalculation + RiskGroupReserveShortFallCalculation +* Matching of reserve requirement and availability + SupplyDemandReserveRequirement, IslandReserveCalculation +* Risk Offset calculation + RiskOffsetCalculation_DCCE + RiskOffsetCalculation_DCECE +* Island risk definitions +* Include HVDC secondary risk constraints + HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 + HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* Market node security constraints + MNodeSecurityConstraintLE, MNodeSecurityConstraintGE + MNodeSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition + / ; + +Model vSPD_NMIR / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion, DemBidDefintion + EnergyScarcityDefinition, + GenerationRampUp, GenerationRampDown, GenerationChangeUpDown +* Network + HVDClinkMaximumFlow, HVDClinkLossDefinition + HVDClinkFlowDefinition, LambdaDefinition + ACnodeNetInjectionDefinition1 + ACnodeNetInjectionDefinition2, ACBranchMaximumFlow + ACBranchFlowDefinition, LinearLoadFlow + ACBranchBlockLimit, ACDirectedBranchFlowDefinition + ACBranchLossCalculation, ACDirectedBranchLossDefinition +* Risk + RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE + HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation + GenIslandRiskCalculation, GenIslandRiskCalculation_1 + GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 + HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 + HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 +* Reserve + PLSRReserveProportionMaximum, ReserveOfferDefinition + EnergyAndReserveMaximum +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation + ManualRiskReserveShortFallCalculation + GenRiskReserveShortFallCalculation + HVDCsecRiskReserveShortFallCalculation + HVDCsecManualRiskReserveShortFallCalculation + RiskGroupReserveShortFallCalculation +* Matching of reserve requirement and availability + SupplyDemandReserveRequirement, IslandReserveCalculation +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* Market node security constraints + MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition +* General NMIR equations + EffectiveReserveShareCalculation + SharedReserveLimitByClearedReserve + BothClearedAndFreeReserveCanBeShared + ReverseReserveShareLimitByHVDCControlBand + ReserveShareSentLimitByHVDCControlBand + FwdReserveShareSentLimitByHVDCCapacity + ReverseReserveOnlyToEnergySendingIsland + ForwardReserveOnlyToEnergyReceivingIsland + ReverseReserveLimitInReserveZone + ZeroReserveInNoReserveZone + OnlyOneActiveHVDCZoneForEachReserveClass + ZeroSentHVDCFlowForNonSendingIsland + RoundPowerZoneSentHVDCUpperLimit + HVDCSendingIslandDefinition + OnlyOneSendingIslandExists + HVDCSentCalculation + ExcessReserveSharePenalty + ReserveShareEffective_CE_Calculation + ReserveShareEffective_ECE_Calculation +* Lamda loss model NMIR + HVDCFlowAccountedForForwardReserve + ForwardReserveReceivedAtHVDCReceivingIsland + HVDCFlowAccountedForReverseReserve + ReverseReserveReceivedAtHVDCSendingIsland + HVDCSentEnergyLambdaDefinition + HVDCSentEnergyFlowDefinition + HVDCSentEnergyLossesDefinition + HVDCSentReserveLambdaDefinition + HVDCSentReserveFlowDefinition + HVDCSentReserveLossesDefinition + / ; + +Model vSPD_MIP / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion, DemBidDefintion + EnergyScarcityDefinition, + GenerationRampUp, GenerationRampDown, GenerationChangeUpDown +* Network + HVDClinkMaximumFlow, HVDClinkLossDefinition + HVDClinkFlowDefinition, LambdaDefinition + ACnodeNetInjectionDefinition1 + ACnodeNetInjectionDefinition2, ACBranchMaximumFlow + ACBranchFlowDefinition, LinearLoadFlow + ACBranchBlockLimit, ACDirectedBranchFlowDefinition + ACBranchLossCalculation, ACDirectedBranchLossDefinition + ACDirectedBranchFlowIntegerDefinition1, ACDirectedBranchFlowIntegerDefinition2 + LambdaIntegerDefinition1, LambdaIntegerDefinition2 +* Risk + RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE + HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation + GenIslandRiskCalculation, GenIslandRiskCalculation_1 + GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 + HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 + HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 +* Reserve + PLSRReserveProportionMaximum, ReserveOfferDefinition + EnergyAndReserveMaximum +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation + ManualRiskReserveShortFallCalculation + GenRiskReserveShortFallCalculation + HVDCsecRiskReserveShortFallCalculation + HVDCsecManualRiskReserveShortFallCalculation + RiskGroupReserveShortFallCalculation +* Matching of reserve requirement and availability + SupplyDemandReserveRequirement, IslandReserveCalculation +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* Market node security constraints + MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition +* Set of integer constraints on the HVDC link to incorporate the allowance of HVDC roundpower + HVDClinkFlowIntegerDefinition1, HVDClinkFlowIntegerDefinition2 + HVDClinkFlowIntegerDefinition3, HVDClinkFlowIntegerDefinition4 +* General NMIR equations + EffectiveReserveShareCalculation + SharedReserveLimitByClearedReserve + BothClearedAndFreeReserveCanBeShared + ReverseReserveShareLimitByHVDCControlBand + ReserveShareSentLimitByHVDCControlBand + FwdReserveShareSentLimitByHVDCCapacity + ReverseReserveOnlyToEnergySendingIsland + ForwardReserveOnlyToEnergyReceivingIsland + ReverseReserveLimitInReserveZone + ZeroReserveInNoReserveZone + OnlyOneActiveHVDCZoneForEachReserveClass + ZeroSentHVDCFlowForNonSendingIsland + RoundPowerZoneSentHVDCUpperLimit + HVDCSendingIslandDefinition + OnlyOneSendingIslandExists + HVDCSentCalculation + ExcessReserveSharePenalty + ReserveShareEffective_CE_Calculation + ReserveShareEffective_ECE_Calculation +* Lamda loss model NMIR + HVDCFlowAccountedForForwardReserve + ForwardReserveReceivedAtHVDCReceivingIsland + HVDCFlowAccountedForReverseReserve + ReverseReserveReceivedAtHVDCSendingIsland + HVDCSentEnergyLambdaDefinition + HVDCSentEnergyFlowDefinition + HVDCSentEnergyLossesDefinition + HVDCSentReserveLambdaDefinition + HVDCSentReserveFlowDefinition + HVDCSentReserveLossesDefinition + / ; + +Model vSPD_BranchFlowMIP / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion, DemBidDefintion + EnergyScarcityDefinition, + GenerationRampUp, GenerationRampDown, GenerationChangeUpDown +* Network + HVDClinkMaximumFlow, HVDClinkLossDefinition + HVDClinkFlowDefinition, LambdaDefinition + ACnodeNetInjectionDefinition1 + ACnodeNetInjectionDefinition2, ACBranchMaximumFlow + ACBranchFlowDefinition, LinearLoadFlow + ACBranchBlockLimit, ACDirectedBranchFlowDefinition + ACBranchLossCalculation, ACDirectedBranchLossDefinition + ACDirectedBranchFlowIntegerDefinition1, ACDirectedBranchFlowIntegerDefinition2 + LambdaIntegerDefinition1, LambdaIntegerDefinition2 +* Risk + RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE + HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation + GenIslandRiskCalculation, GenIslandRiskCalculation_1 + GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 + HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 + HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 +* Reserve + PLSRReserveProportionMaximum, ReserveOfferDefinition + EnergyAndReserveMaximum +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation + ManualRiskReserveShortFallCalculation + GenRiskReserveShortFallCalculation + HVDCsecRiskReserveShortFallCalculation + HVDCsecManualRiskReserveShortFallCalculation + RiskGroupReserveShortFallCalculation +* Matching of reserve requirement and availability + SupplyDemandReserveRequirement, IslandReserveCalculation +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* Market node security constraints + MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition +* Set of intrger constraints on the HVDC link to incorporate the allowance of HVDC roundpower + HVDClinkFlowIntegerDefinition1, HVDClinkFlowIntegerDefinition2 + HVDClinkFlowIntegerDefinition3, HVDClinkFlowIntegerDefinition4 +* General NMIR equations + EffectiveReserveShareCalculation + SharedReserveLimitByClearedReserve + BothClearedAndFreeReserveCanBeShared + ReverseReserveShareLimitByHVDCControlBand + ReserveShareSentLimitByHVDCControlBand + FwdReserveShareSentLimitByHVDCCapacity + ReverseReserveOnlyToEnergySendingIsland + ForwardReserveOnlyToEnergyReceivingIsland + ReverseReserveLimitInReserveZone + ZeroReserveInNoReserveZone + OnlyOneActiveHVDCZoneForEachReserveClass + ZeroSentHVDCFlowForNonSendingIsland + RoundPowerZoneSentHVDCUpperLimit + HVDCSendingIslandDefinition + OnlyOneSendingIslandExists + HVDCSentCalculation + ExcessReserveSharePenalty + ReserveShareEffective_CE_Calculation + ReserveShareEffective_ECE_Calculation +* Lamda loss model NMIR + HVDCFlowAccountedForForwardReserve + ForwardReserveReceivedAtHVDCReceivingIsland + HVDCFlowAccountedForReverseReserve + ReverseReserveReceivedAtHVDCSendingIsland + HVDCSentEnergyLambdaDefinition + HVDCSentEnergyFlowDefinition + HVDCSentEnergyLossesDefinition + HVDCSentReserveLambdaDefinition + HVDCSentReserveFlowDefinition + HVDCSentReserveLossesDefinition + / ; + +Model vSPD_FTR / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion +* Network + HVDClinkMaximumFlow + ACNodeNetInjectionDefinition1, ACNodeNetInjectionDefinition2 + ACBranchMaximumFlow, ACBranchFlowDefinition, LinearLoadFlow +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition + / ; diff --git a/Programs/vSPDoverrides.gms b/Programs/vSPDoverrides.gms new file mode 100644 index 0000000..5e720a8 --- /dev/null +++ b/Programs/vSPDoverrides.gms @@ -0,0 +1,425 @@ +*===================================================================================== +* Name: vSPDoverrides.gms +* Function: Code to be included in vSPDsolve to take care of input data +* overrides. +* Developed by: Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* https://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: https://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Last modified on: 18 March 2022 +* +*===================================================================================== + +$ontext +This code is included into vSPDsolve.gms if an override file defined by +the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. + +The prefix ovrd_ inidcates that the symbol contains data to override +the original input data, prefixed with i_. + +After declaring the override symbols, the override data is installed and +the original symbols are overwritten. + +Note that: +The Excel interface permits a limited number of input data symbols to be overridden. +The EMI interface will create a GDX file of override values for all data inputs to be overridden. +If operating in standalone mode,overrides can be installed by any means the user prefers - GDX file, $include file, hard-coding, etc. +But it probably makes sense to mimic the GDX file as used by EMI. + +Use GAMS to process a text file (e.g. somefile.gms) into a GDX file called filename.gdx, +e.g. c:\>gams somefile.gms gdx=filename + +Directory of code sections in vSPDoverrides.gms: + 1. Declare all symbols required for vSPD on EMI and standalone overrides and load data from GDX + 2. Initialise the data + a) Demand overrides + b) Offers + ... + +$offtext + +$OnEnd +*========================================================================================================================= +* 1. Declare all symbols required for vSPD on EMI and standalone overrides and load data from GDX +*========================================================================================================================= +Set demMethod 'Demand override method' / scale, increment, value / ; + +Parameters +* Demand + ovrd_tradePeriodNodeDemand(tp,n,demMethod) 'Override the i_tradePeriodNodeDemand parameter' + ovrd_dateTimeNodeDemand(dt,n,demMethod) 'Override the i_tradePeriodNodeDemand parameter with dateTime data' + + ovrd_tradePeriodIslandDemand(tp,isl,demMethod) 'Override the i_tradePeriodNodeDemand parameter with island-based data' + ovrd_dateTimeIslandDemand(dt,isl,demMethod) 'Override the i_tradePeriodNodeDemand parameter with dateTime and island-based data' + + temp_TradePeriodNodeDemand(tp,n) 'Temporary container for node demand value while implementing the node-based scaling factor' + temp_TradePeriodIslandDemand(tp,isl) 'Temporary container for island positive demand value while implementing the island-based scaling factor' + used_TradePeriodIslandScale(tp,isl) 'Final value used for island-based scaling' +; + + +* The parameters below added to fix the bug in vSPD online overrides +Set ovrdtypo 'wrong enrgy offer price in vSPD online' /'i_GenerationOfferPrice'/; +Parameters + ovrd_tradePeriodEnergyOfferX(tp,o,blk,ovrdtypo) 'Override for energy offers for specified trade period' + ovrd_dateTimeEnergyOfferX(dt,o,blk,ovrdtypo) 'Override for energy offers for specified datetime' +; +* The parameters above added to fix the bug in vSPD online overrides + + +Parameters +* Offers - incl. energy, PLSR, TWDR, and ILR + ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) 'Override for energy offers for specified trade period' + ovrd_dateTimeEnergyOffer(dt,o,blk,bidofrCmpnt) 'Override for energy offers for specified datetime' + + ovrd_tradePeriodOfferParameter(tp,o,offerPar) 'Override for energy offer parameters for specified trade period' + ovrd_dateTimeOfferParameter(dt,o,offerPar) 'Override for energy offer parameters for specified datetime' + + ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeSustainedPLSRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeFastPLSRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeSustainedTWDRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeFastTWDRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeSustainedILRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeFastILRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) 'Override for MW used to determine factor to adjust maximum reserve of a reserve class' + ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) 'Override for MW used to determine factor to adjust maximum reserve of a reserve class' + + +* Bid data + ovrd_tradePeriodEnergyBid(tp,i_bid,blk,bidofrCmpnt) 'Override for energy bids for specified trading periods' + ovrd_dateTimeEnergyBid(dt,i_bid,blk,bidofrCmpnt) 'Override for energy bids for specified datetime' + ovrd_tradePeriodDispatchableBid(tp,i_bid) 'Override for energy bids for specified trading periods' + ovrd_datetimeDispatchableBid(dt,i_bid) 'Override for energy bids for specified datetime' +; + + + +*========================================================================================================================= +* 2. Demand overrides +*========================================================================================================================= +* Note that demMethod is declared in vSPDsolve.gms. Elements include scale, increment, and value where: +* - scaling is applied first, +* - increments are applied second and take precedence over scaling, and +* - values are applied last and take precedence over increments. + + +*Loading data from gdx file +$gdxin "%ovrdPath%%vSPDinputOvrdData%.gdx" +$load ovrd_tradePeriodNodeDemand = demandOverrides +$load ovrd_tradePeriodIslandDemand = demandOverrides +$load ovrd_dateTimeNodeDemand = demandOverrides +$load ovrd_dateTimeIslandDemand = demandOverrides +$gdxin + + +*overwrite period demand override by datetime demand override if datetime demand override exists (>0) +Loop i_dateTimeTradePeriodMap(dt,tp) do + ovrd_tradePeriodNodeDemand(tp,n,demMethod) + $ ovrd_dateTimeNodeDemand(dt,n,demMethod) + = ovrd_dateTimeNodeDemand(dt,n,demMethod); + + ovrd_tradePeriodIslandDemand(tp,isl,demMethod) + $ ovrd_dateTimeIslandDemand(dt,isl,demMethod) + = ovrd_dateTimeIslandDemand(dt,isl,demMethod); +EndLoop; + + +* Store current node and island demand into temporary parameters +temp_TradePeriodNodeDemand(tp,n) = 0 ; +temp_TradePeriodIslandDemand(tp,isl) = 0; + +temp_TradePeriodNodeDemand(tp,n) = i_tradePeriodNodeDemand(tp,n) ; +temp_TradePeriodIslandDemand(tp,isl) + = Sum[ (n,b) $ { i_tradePeriodNodeBus(tp,n,b) and + i_tradePeriodBusIsland(tp,b,isl) and + (temp_TradePeriodNodeDemand(tp,n) > 0) and + (Sum[ bd $ { sameas(n,bd) and + i_tradePeriodDispatchableBid(tp,bd) + }, 1 ] = 0) + } + , temp_TradePeriodNodeDemand(tp,n) + * i_tradePeriodNodeBusAllocationFactor(tp,n,b) + ] ; + +used_TradePeriodIslandScale(tp,isl) = 1; + +* Apply island scaling factor to an island if scaling factor exist +used_TradePeriodIslandScale(tp,isl) + $ ovrd_tradePeriodIslandDemand(tp,isl,'scale') + = ovrd_tradePeriodIslandDemand(tp,isl,'scale') ; + +* Apply island scaling factor to an island if scaling factor = eps (i.e. zero) +used_TradePeriodIslandScale(tp,isl) + $ { ovrd_tradePeriodIslandDemand(tp,isl,'scale') + and (ovrd_tradePeriodIslandDemand(tp,isl,'scale') = eps) } + = 0 ; + +* Apply island increments to an island if increments exist +used_TradePeriodIslandScale(tp,isl) + $ ovrd_tradePeriodIslandDemand(tp,isl,'increment') + = 1 + [ ovrd_tradePeriodIslandDemand(tp,isl,'increment') + / temp_TradePeriodIslandDemand(tp,isl) ] ; + +* Apply island values to an island if values exist +used_TradePeriodIslandScale(tp,isl) + $ ovrd_tradePeriodIslandDemand(tp,isl,'value') + = ovrd_tradePeriodIslandDemand(tp,isl,'value') + / temp_TradePeriodIslandDemand(tp,isl) ; + +* Apply island values to an island if value = eps (i.e. zero) +used_TradePeriodIslandScale(tp,isl) + $ { ovrd_tradePeriodIslandDemand(tp,isl,'value') + and (ovrd_tradePeriodIslandDemand(tp,isl,'value') = eps) } + = 0 ; + +* Allocate island demand override value to node demand +i_tradePeriodNodeDemand(tp,n) $ (temp_TradePeriodNodeDemand(tp,n) > 0) + = Sum[ (b,isl) $ { i_tradePeriodNodeBus(tp,n,b) and + i_tradePeriodBusIsland(tp,b,isl) + } , used_TradePeriodIslandScale(tp,isl) + * i_tradePeriodNodeBusAllocationFactor(tp,n,b) + * temp_TradePeriodNodeDemand(tp,n) + ] ; + +* Node demand overrides --> overwriten island override as node level +i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'scale') + = temp_TradePeriodNodeDemand(tp,n) + * ovrd_tradePeriodNodeDemand(tp,n,'scale') ; + +i_tradePeriodNodeDemand(tp,n) + $ { ovrd_tradePeriodNodeDemand(tp,n,'scale') + and (ovrd_tradePeriodNodeDemand(tp,n,'scale') = eps) } + = 0; + +i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'increment') + = temp_TradePeriodNodeDemand(tp,n) + + ovrd_tradePeriodNodeDemand(tp,n,'increment'); + +i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'value') + = ovrd_tradePeriodNodeDemand(tp,n,'value') ; + +i_tradePeriodNodeDemand(tp,n) + $ { ovrd_tradePeriodNodeDemand(tp,n,'value') + and (ovrd_tradePeriodNodeDemand(tp,n,'value') = eps) } + = 0; + + + +*========================================================================================================================= +* 3. Bid and Offer overrides - incl. bid, energy, PLSR, TWDR, and ILR +*========================================================================================================================= +*Loading data from gdx file +$gdxin "%ovrdPath%%vSPDinputOvrdData%.gdx" + +$load ovrd_tradePeriodEnergyOfferX = energyOfferOverrides +$load ovrd_dateTimeEnergyOfferX = energyOfferOverrides + +$load ovrd_tradePeriodEnergyOffer = energyOfferOverrides +$load ovrd_dateTimeEnergyOffer = energyOfferOverrides + +$load ovrd_tradePeriodOfferParameter = offerParameterOverrides +$load ovrd_dateTimeOfferParameter = offerParameterOverrides +$load ovrd_tradePeriodReserveClassGenerationMaximum = offerParameterOverrides +$load ovrd_dateTimeReserveClassGenerationMaximum = offerParameterOverrides + +$load ovrd_tradePeriodFastILRoffer = fastILROfferOverrides +$load ovrd_dateTimeFastILRoffer = fastILROfferOverrides +$load ovrd_tradePeriodSustainedILRoffer = sustainedILROfferOverrides +$load ovrd_dateTimeSustainedILRoffer = sustainedILROfferOverrides + +$load ovrd_tradePeriodFastPLSRoffer = fastPLSROfferOverrides +$load ovrd_dateTimeFastPLSRoffer = fastPLSROfferOverrides +$load ovrd_tradePeriodSustainedPLSRoffer = sustainedPLSROfferOverrides +$load ovrd_dateTimeSustainedPLSRoffer = sustainedPLSROfferOverrides + +$load ovrd_tradePeriodFastTWDRoffer = fastTWDROfferOverrides +$load ovrd_dateTimeFastTWDRoffer = fastTWDROfferOverrides +$load ovrd_tradePeriodSustainedTWDRoffer = sustainedTWDROfferOverrides +$load ovrd_dateTimeSustainedTWDRoffer = sustainedTWDROfferOverrides + +$load ovrd_tradePeriodEnergyBid = energyBidOverrides +$load ovrd_dateTimeEnergyBid = energyBidOverrides +$load ovrd_tradePeriodDispatchableBid = dispatchableEnergyBidOverrides +$load ovrd_datetimeDispatchableBid = dispatchableEnergyBidOverrides + +$gdxin + +* The parameters below added to fix the bug in vSPD online overrides +ovrd_tradePeriodEnergyOffer(tp,o,blk,'i_generationMWofferPrice') + $ ovrd_tradePeriodEnergyOfferX(tp,o,blk,'i_generationofferPrice') + = ovrd_tradePeriodEnergyOfferX(tp,o,blk,'i_generationofferPrice'); + +ovrd_dateTimeEnergyOffer(dt,o,blk,'i_generationMWofferPrice') + $ ovrd_dateTimeEnergyOfferX(dt,o,blk,'i_generationofferPrice') + = ovrd_dateTimeEnergyOfferX(dt,o,blk,'i_generationofferPrice'); +* The parameters above added to fix the bug in vSPD online overrides + +*overwrite period offer override by datetime offer override if datetime offer override exists (>0) +Loop i_dateTimeTradePeriodMap(dt,tp) do + ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeEnergyOffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeEnergyOffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodOfferParameter(tp,o,offerPar) + $ ovrd_dateTimeOfferParameter(dt,o,offerPar) + = ovrd_dateTimeOfferParameter(dt,o,offerPar) ; + + ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeFastPLSRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeFastPLSRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeSustainedPLSRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeSustainedPLSRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeFastTWDRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeFastTWDRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeSustainedTWDRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeSustainedTWDRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeFastILRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeFastILRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeSustainedILRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeSustainedILRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) + $ ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) + = ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) ; + + ovrd_tradePeriodEnergyBid(tp,i_bid,blk,bidofrCmpnt) + $ ovrd_dateTimeEnergyBid(dt,i_bid,blk,bidofrCmpnt) + = ovrd_dateTimeEnergyBid(dt,i_bid,blk,bidofrCmpnt) ; + + ovrd_tradePeriodDispatchableBid(tp,i_bid) + $ ovrd_datetimeDispatchableBid(dt,i_bid) + = ovrd_datetimeDispatchableBid(dt,i_bid) ; +EndLoop; + +* Energy offer overrides +i_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +* Offer parameter overrides +i_tradePeriodOfferParameter(tp,o,offerPar) + $ (ovrd_tradePeriodOfferParameter(tp,o,offerPar) > 0) + = ovrd_tradePeriodOfferParameter(tp,o,offerPar) ; + +i_tradePeriodOfferParameter(tp,o,offerPar) + $ { ovrd_tradePeriodOfferParameter(tp,o,offerPar) + and (ovrd_tradePeriodOfferParameter(tp,o,offerPar) = eps ) + } = 0 ; + +* PLSR offer overrides +i_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +i_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +* TWDR offer overrides +i_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +i_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +* ILR offer overrides +i_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +i_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +* Genertion Reserve Class Capacity +i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) + $ (ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) > 0) + = ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) ; + +i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) + $ { ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) + and (ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) = eps) + } = 0 ; + +* Enegry bid overrides +i_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) + $ (ovrd_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) ; + +i_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) + $ { ovrd_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) + and (ovrd_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) = eps) + } = 0 ; + +i_tradePeriodDispatchableBid(tp,bd) + $ (ovrd_tradePeriodDispatchableBid(tp,bd) > 0) = yes ; + +i_tradePeriodDispatchableBid(tp,bd) + $ { ovrd_tradePeriodDispatchableBid(tp,bd) + and (ovrd_tradePeriodDispatchableBid(tp,bd) = eps) + } = no ; + +$offEnd + + +* End of file diff --git a/Programs/vSPDperiod.gms b/Programs/vSPDperiod.gms new file mode 100644 index 0000000..af7c1d9 --- /dev/null +++ b/Programs/vSPDperiod.gms @@ -0,0 +1,75 @@ +*===================================================================================== +* Name: vSPDPeriod.gms +* Function: Establish the set of periods selected to be solved in vSPD +* and unload to gdx file for later use in vSPDsolve.gms +* Developed by: Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* https://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: https://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Last modified on: 1 Nov 2022 +* +*===================================================================================== + +$include vSPDsettings.inc +$include vSPDcase.inc + +* If input file does not exist then go to the next input file +$ifthen exist "%inputPath%\%GDXname%.gdx" + + +*=============================================================================== +* 1. Initialize set and data +*=============================================================================== +Sets +tp 'Set of trading periods' +dt 'Set of datetime' +dt2tp(dt,tp) 'Mapping datetime to trading periods' + +stp(tp) 'Trading periods to be solved' +sdt(dt) 'Date time to be solved' +sdt2tp(dt,tp) 'Mapping solved datetime to trading periods' +; +alias (tp,tp1); + +Parameter +gdxDate(*) 'day, month, year of trade date' +; + +$gdxin "%inputPath%\%GDXname%.gdx" +$load gdxDate +$load tp = i_tradePeriod +$load dt = i_dateTime +$load dt2tp = i_dateTimeTradePeriodMap +$gdxin + +*=============================================================================== +* 2. Establish which trading periods are to be solved +*=============================================================================== +Sets +alp 'All trading periods to be solved' / All / +tmp 'Temporary list of trading period to be solved' +$include vSPDtpsToSolve.inc +; + +stp(tp) = no ; +sdt(dt) = no; + +stp(tp) $ sum[ tmp, diag(tp,tmp)] = yes ; +sdt(dt) $ sum[ tmp, diag(dt,tmp)] = yes ; + +stp(tp) $ sum[ tmp, diag(tmp,'All')] = yes ; +$if %opMode% == 'DWH' stp(tp) = yes; + +sdt(dt) $ sum[ stp(tp) $ dt2tp(dt,tp), 1 ] = yes ; +stp(tp) $ sum[ sdt(dt) $ dt2tp(dt,tp), 1 ] = yes ; + +sdt2tp(dt,tp) $ sum[ (sdt(dt), stp(tp)) $ dt2tp(dt,tp), 1 ] = yes ; + +execute_unload '%programPath%\vSPDperiod.gdx' + stp = i_TradePeriod + sdt = i_DateTime + sdt2tp = i_DateTimeTradePeriod + ; + +$endif diff --git a/vSPDreport.~gm b/Programs/vSPDreport.gms similarity index 99% rename from vSPDreport.~gm rename to Programs/vSPDreport.gms index 5d9e344..dc3664e 100644 --- a/vSPDreport.~gm +++ b/Programs/vSPDreport.gms @@ -430,7 +430,7 @@ loop( (dt,rundt), execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; $endif.AuditReport *=============================================================================== -execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; +*execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; diff --git a/Programs/vSPDreportSetup.gms b/Programs/vSPDreportSetup.gms new file mode 100644 index 0000000..834398f --- /dev/null +++ b/Programs/vSPDreportSetup.gms @@ -0,0 +1,146 @@ +*=============================================================================== +* Name: vSPDreportSetup.gms +* Function: Creates the report templates for normal SPD run +* Developed by: Tuong Nguyen - Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* https://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: https://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Last modified on: 1 Oct 2019 +* Last modified on: 21 MAr 2022 +* add RunTime to report +*=============================================================================== + +$include vSPDsettings.inc + +File rep "Write a progess report" /"ProgressReport.txt"/ ; +rep.lw = 0 ; rep.ap = 1 ; +putclose rep "vSPDreportSetup started at: " system.date " " system.time /; + +* Trade Period Reports ********************************************************* +File summaryResults_TP / "%outputPath%\%runName%\%runName%_SummaryResults_TP.csv" /; +summaryResults_TP.pc = 5; summaryResults_TP.lw = 0; summaryResults_TP.pw = 9999; +put summaryResults_TP 'DateTime','RunTime', 'SolveStatus (1=OK)', 'SystemOFV' + 'SystemCost', 'SystemBenefit', 'ViolationCost' + 'DeficitGenViol (MW)', 'SurplusGenViol (MW)', 'DeficitReserveViol (MW)' + 'SurplusBranchFlowViol (MW)', 'DeficitRampRateViol (MW)' + 'SurplusRampRateViol (MW)', 'DeficitBranchGroupConstraintViol (MW)' + 'SurplusBranchGroupConstraintViol (MW)', + 'DeficitMNodeConstraintViol (MW)', 'SurplusMNodeConstraintViol (MW)'; + + +File islandResults_TP / "%outputPath%\%runName%\%runName%_IslandResults_TP.csv" /; +islandResults_TP.pc = 5; islandResults_TP.lw = 0; islandResults_TP.pw = 9999; +put islandResults_TP 'DateTime','RunTime', 'Island', 'Gen (MW)', 'Load (MW)' + 'Bid Load (MW)', 'IslandACLoss (MW)', 'HVDCFlow (MW)', 'HVDCLoss (MW)' + 'ReferencePrice ($/MWh)', 'FIR_req (MW)', 'SIR_req (MW)', + 'FIR Price ($/MWh)', 'SIR Price ($/MWh)' +* NIRM output + 'FIR_Clear', 'SIR_Clear', 'FIR_Share', 'SIR_Share' + 'FIR_Receive', 'SIR_Receive', 'FIR_Effective_CE', 'SIR_Effective_CE' + 'FIR_Effective_ECE', 'SIR_Effective_ECE' +*NIRM output end +; + + +File busResults_TP / "%outputPath%\%runName%\%runName%_BusResults_TP.csv" /; +busResults_TP.pc = 5; busResults_TP.lw = 0; busResults_TP.pw = 9999; +put busResults_TP 'DateTime','RunTime', 'Bus', 'Generation (MW)', 'Load (MW)' + 'Price ($/MWh)', 'Deficit(MW)', 'Surplus(MW)'; + + +File nodeResults_TP / "%outputPath%\%runName%\%runName%_NodeResults_TP.csv" /; +nodeResults_TP.pc = 5; nodeResults_TP.lw = 0; nodeResults_TP.pw = 9999; +put nodeResults_TP 'DateTime','RunTime', 'Node', 'Generation (MW)', 'Load (MW)' + 'Price ($/MWh)', 'Deficit(MW)', 'Surplus(MW)'; + + +File offerResults_TP / "%outputPath%\%runName%\%runName%_OfferResults_TP.csv" /; +offerResults_TP.pc = 5; offerResults_TP.lw = 0; offerResults_TP.pw = 9999; +put offerResults_TP 'DateTime','RunTime', 'Offer', 'Trader' + 'Generation (MW)', 'FIR (MW)', 'SIR (MW)' ; + + +File bidResults_TP / "%outputPath%\%runName%\%runName%_BidResults_TP.csv" /; +bidResults_TP.pc = 5; bidResults_TP.lw = 0; bidResults_TP.pw = 9999; +put bidResults_TP 'DateTime','RunTime', 'Bid', 'Trader' + 'Total Bid (MW)', 'Cleared Bid (MW)' ; + + +File reserveResults_TP / "%outputPath%\%runName%\%runName%_ReserveResults_TP.csv" /; +reserveResults_TP.pc = 5; reserveResults_TP.lw = 0; reserveResults_TP.pw = 9999; +put reserveResults_TP 'DateTime','RunTime', 'Island', 'FIR Reqd (MW)', 'SIR Reqd (MW)' + 'FIR Price ($/MW)', 'SIR Price ($/MW)', 'FIR Violation (MW)', 'SIR Violation (MW)' ; + + +File riskResults_TP / "%outputPath%\%runName%\%runName%_RiskResults_TP.csv" /; +riskResults_TP.pc = 5; riskResults_TP.lw = 0; riskResults_TP.pw = 9999; +put riskResults_TP 'DateTime','RunTime', 'Island', 'ReserveClass', 'RiskClass' + 'RiskType','RiskSetter','CoveredEnergy','CoveredReserve','CoveredFKBand' + 'RiskSubtractor','Reserve','Shortfall','Deficit','ReservePrice','RiskPrice'; + + +File branchResults_TP / "%outputPath%\%runName%\%runName%_BranchResults_TP.csv" /; +branchResults_TP.pc = 5; branchResults_TP.lw = 0; branchResults_TP.pw = 9999; +put branchResults_TP 'DateTime','RunTime', 'Branch', 'FromBus', 'ToBus' + 'Flow (MW) (From->To)', 'Capacity (MW)', 'DynamicLoss (MW)' + 'FixedLoss (MW)', 'FromBusPrice ($/MWh)', 'ToBusPrice ($/MWh)' + 'BranchPrice ($/MWh)', 'BranchRentals ($)' ; + + +File brCstrResults_TP / "%outputPath%\%runName%\%runName%_BrConstraintResults_TP.csv" /; +brCstrResults_TP.pc = 5; brCstrResults_TP.lw = 0; brCstrResults_TP.pw = 9999; +put brCstrResults_TP 'DateTime','RunTime', 'BranchConstraint', 'LHS (MW)' + 'Sense (-1:<=, 0:=, 1:>=)', 'RHS (MW)', 'Price ($/MWh)' ; + + +File MNodeCstrResults_TP / "%outputPath%\%runName%\%runName%_MNodeConstraintResults_TP.csv" /; +MNodeCstrResults_TP.pc = 5; MNodeCstrResults_TP.lw = 0; MNodeCstrResults_TP.pw = 9999 ; +put MNodeCstrResults_TP 'DateTime','RunTime', 'MNodeConstraint', 'LHS (MW)' + 'Sense (-1:<=, 0:=, 1:>=)', 'RHS (MW)', 'Price ($/MWh)' ; + + +*=============================================================================== +* Audit mode reporting process +*=============================================================================== +$Iftheni.Audit %opMode%=='AUD' + +File branchLoss_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchLoss.csv"/; +branchLoss_Audit.pc = 5; branchLoss_Audit.lw = 0; branchLoss_Audit.pw = 9999; +put branchLoss_Audit 'DateTime','RunTime', 'Branch Name' + 'LS1_MW', 'LS1_Factor', 'LS2_MW', 'LS2_Factor', 'LS3_MW', 'LS3_Factor' + 'LS4_MW', 'LS4_Factor', 'LS5_MW', 'LS5_Factor', 'LS6_MW', 'LS6_Factor' ; + + +File busResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BusResults.csv"/; +busResults_Audit.pc = 5; busResults_Audit.lw = 0; busResults_Audit.pw = 9999; +put busResults_Audit 'DateTime','RunTime', 'Island', 'Bus', 'Angle' + 'Price', 'Load', 'Cleared ILRO 6s', 'Cleared ILRO 60s' ; + + +File MNodeResults_Audit /"%outputPath%\%runName%\%runName%_Audit_MNodeResults.csv"/; +MNodeResults_Audit.pc = 5; MNodeResults_Audit.lw = 0; MNodeResults_Audit.pw = 9999; +put MNodeResults_Audit 'DateTime','RunTime', 'Island', 'Generator', 'Cleared GenMW' + 'Cleared PLRO 6s', 'Cleared PLRO 60s' + 'Cleared TWRO 6s', 'Cleared TWRO 60s' ; + + +File brchResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchResults.csv"/; +brchResults_Audit.pc = 5; brchResults_Audit.lw = 0; brchResults_Audit.pw = 9999; +put brchResults_Audit 'DateTime','RunTime', 'Branch Name', 'Flow', 'Variable Loss' +'Fixed Loss', 'Total Losses', 'Constrained', 'Shadow Price', 'NonPhysicalLoss'; + + +File riskResults_Audit /"%outputPath%\%runName%\%runName%_Audit_RiskResults.csv"/; +riskResults_Audit.pc = 5; riskResults_Audit.lw = 0; riskResults_Audit.pw = 9999; +put riskResults_Audit 'DateTime','RunTime', 'Island', 'ReserveClass', 'Risk Setter' + 'RiskClass', 'Max Risk', 'Reserve Cleared', 'Reserve Shared' + 'Violation', 'Reserve Price' ; + + +File objResults_Audit /"%outputPath%\%runName%\%runName%_Audit_ObjResults.csv"/; +objResults_Audit.pc = 5; objResults_Audit.lw = 0; objResults_Audit.pw = 9999; +put objResults_Audit 'DateTime','RunTime', 'Objective Function' ; + +$endif.Audit + diff --git a/Programs/vSPDsettings.inc b/Programs/vSPDsettings.inc new file mode 100644 index 0000000..cce7651 --- /dev/null +++ b/Programs/vSPDsettings.inc @@ -0,0 +1,52 @@ +*+++ vSPD settings +++ +$inlinecom ## ## +$eolcom ! + +*+++ Paths +++ +$setglobal runName Run_All_Cases + +$setglobal programPath '%system.fp%' +$setglobal inputPath '%system.fp%..\Input\' +$setglobal ovrdPath '%system.fp%..\Override\' +$setglobal outputPath '%system.fp%..\Output\' + +$setglobal vSPDinputOvrdData '' !Name of override file + + +*+++ Model +++ +Scalar sequentialSolve / 1 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 +Scalar disconnectedNodePriceCorrection / 1 / ; +Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise + + +*+++ Network +++ +Scalar useACLossModel / 1 / ; +Scalar useHVDCLossModel / 1 / ; +Scalar useACBranchLimits / 1 / ; +Scalar useHVDCBranchLimits / 1 / ; +Scalar resolveCircularBranchFlows / 1 / ; +Scalar resolveHVDCNonPhysicalLosses / 1 / ; +Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development +Scalar circularBranchFlowTolerance / 0.0001 / ; +Scalar nonPhysicalLossTolerance / 1e-6 / ; +Scalar useBranchFlowMIPTolerance / 1e-6 / ; + + +*+++ Constraints +++ +Scalar useReserveModel / 1 / ; +Scalar suppressMixedConstraint / 0 / ; ! No longer used since Mixed MIP Constraints no longer exists +Scalar mixedMIPtolerance / 1e-6 / ; + + +*+++ Solver +++ +Scalar LPtimeLimit / 3600 / ; +Scalar LPiterationLimit / 2000000000 / ; +Scalar MIPtimeLimit / 3600 / ; +Scalar MIPiterationLimit / 2000000000 / ; +Scalar MIPoptimality / 0 / ; +$setglobal Solver Cplex +$setglobal licenseMode 1 + + +*+++ Various switches +++ +$setglobal opMode SPD ! SPD for normal SPD run diff --git a/Programs/vSPDsolve.gms b/Programs/vSPDsolve.gms new file mode 100644 index 0000000..f14a280 --- /dev/null +++ b/Programs/vSPDsolve.gms @@ -0,0 +1,2788 @@ +$ontext +*===================================================================================== +Name: vSPDsolve.gms +Function: Establish base case and override data, prepare data, and + solve the model +Developed by: Electricity Authority, New Zealand +Source: https://github.com/ElectricityAuthority/vSPD + http://www.emi.ea.govt.nz/Tools/vSPD +Contact: Forum: http://www.emi.ea.govt.nz/forum/ + Email: emi@ea.govt.nz +Created on: 1st November 2022 for Real Time Pricing + +*===================================================================================== + +Directory of code sections in vSPDsolve.gms: +1. Declare symbols and initialise some of them +2. Load data from GDX file f +3. Manage model and data compatability +4. Input data overrides - declare and apply (include vSPDoverrides.gms) +5. Initialise constraint violation penalties (CVPs) +6. The vSPD solve loop + a) Reset all sets, parameters and variables before proceeding with the next study trade period + b) Initialise current trade period and model data for the current trade period + c) Additional pre-processing on parameters and variables before model solve + d) Solve the model + e) Check if the LP results are valid + f) Resolve the model if required + g) Check for disconnected nodes and adjust prices accordingly + h) Collect and store results from the current model solve in the output (o_xxx) parameters + i) End of the solve vSPD loop +7. vSPD scarcity pricing post-processing +8. Write results to CSV report files and GDX files +$offtext + +*===================================================================================== +* 0. Initial setup +*===================================================================================== + +* Include paths, settings and case name files +$include vSPDsettings.inc +$include vSPDcase.inc + +* Update the ProgressReport.txt file +File rep "Write to a report" /"ProgressReport.txt"/; rep.lw = 0; rep.ap = 1; +putclose rep / 'Case "%GDXname%" started at: ' system.date " " system.time /; + +if(sequentialSolve, + putclose rep 'Vectorisation is switched OFF' /; +else + putclose rep 'Vectorisation is switched ON' /; +) ; + +* Set the solver for the LP and MIP +option lp = %Solver% ; +option mip = %Solver% ; + +* Set profile status +option profile = 0 ; + +* Set the solution print status in the lst file +option solprint = off; + +* Set the column (variable) and row (equation) listing in the lst file +option limcol = 0 ; +option limrow = 0 ; + +* Declare a temporary file +File temp ; + +* Allow empty data set declaration +$onempty + +*===================================================================================== +* 1. Declare symbols and initialise some of them +*===================================================================================== + +Sets + unsolvedDT(dt) 'Set of datetime that are not solved yet' + SOS1_solve(dt) 'Flag period that is resolved using SOS1' + +* Unmmaped bus defificit temporary sets + unmappedDeficitBus(dt,b) 'List of buses that have deficit generation (price) and are not mapped to any pnode - revisit' + changedDeficitBus(dt,b) 'List of buses that have deficit generation added from unmapped deficit bus - revisit' + ; + +Parameters +* Flag to apply corresponding vSPD model + VSPDModel(dt) '0=VSPD, 1=vSPD_BranchFlowMIP, 2=VSPD (last solve)' + +* MIP logic + circularBranchFlowExist(dt,br) 'Flag to indicate if circulating branch flows exist on each branch: 1 = Yes' + poleCircularBranchFlowExist(dt,pole) 'Flag to indicate if circulating branch flows exist on each an HVDC pole: 1 = Yes' + +* Calculated parameter used to check if non-physical loss occurs on HVDC + northHVDC(dt) 'HVDC MW sent from from SI to NI' + southHVDC(dt) 'HVDC MW sent from from NI to SI' + nonPhysicalLossExist(dt,br) 'Flag to indicate if non-physical losses exist on branch (applied to HVDC only): 1 = Yes' + manualBranchSegmentMWFlow(dt,br,los,fd) 'Manual calculation of the branch loss segment MW flow --> used to manually calculate hvdc branch losses' + manualLossCalculation(dt,br) 'MW losses calculated manually from the solution for each loss branch' + +* Calculated parameter used to check if circular branch flow exists on each HVDC pole + TotalHVDCpoleFlow(dt,pole) 'Total flow on an HVDC pole' + MaxHVDCpoleFlow(dt,pole) 'Maximum flow on an HVDC pole' + +* Disconnected bus post-processing + busGeneration(dt,b) 'MW generation at each bus for the study trade periods' + busLoad(dt,b) 'MW load at each bus for the study trade periods' + busPrice(dt,b) '$/MW price at each bus for the study trade periods' + busDisconnected(dt,b) 'Indication if bus is disconnected or not (1 = Yes) for the study trade periods' +* Unmmaped bus defificit temporary parameters + temp_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +* TN - Replacing invalid prices after SOS1 + busSOSinvalid(dt,b) 'Buses with invalid bus prices after SOS1 solve' + numberofbusSOSinvalid(dt) 'Number of buses with invalid bus prices after SOS1 solve --> used to check if invalid prices can be improved (numberofbusSOSinvalid reduces after each iteration)' +* System loss calculated by SPD for RTD run + SPDLoadCalcLosses(dt,isl) 'Island losses calculated by SPD in the first solve to adjust demand' + ; + +Parameters +* Dispatch results for reporting - Trade period level - Island output + o_islandGen_TP(dt,isl) 'Island MW generation for the different time periods' + o_islandLoad_TP(dt,isl) 'Island MW fixed load for the different time periods' + o_islandClrBid_TP(dt,isl) 'Island cleared MW bid for the different time periods' + o_islandBranchLoss_TP(dt,isl) 'Intra-island branch losses for the different time periods (MW)' + o_islandRefPrice_TP(dt,isl) 'Reference prices in each island ($/MWh)' + + o_HVDCflow_TP(dt,isl) 'HVDC flow from each island (MW)' + o_HVDCloss_TP(dt,isl) 'HVDC losses (MW)' + o_HVDCpoleFixedLoss_TP(dt,isl) 'Fixed loss on inter-island HVDC (MW)' + o_HVDCreceived(dt,isl) 'Energy Recevied from HVDC into an island' + o_HVDCRiskSubtractor(dt,isl,resC,riskC) 'OutPut HVDC risk subtractor' + + o_busGeneration_TP(dt,b) 'Output MW generation at each bus for the different time periods' + o_busLoad_TP(dt,b) 'Output MW load at each bus for the different time periods' + o_busPrice_TP(dt,b) 'Output $/MW price at each bus for the different time periods' + o_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' + o_busSurplus_TP(dt,b) 'Bus surplus violation for each trade period' + + o_branchFromBusPrice_TP(dt,br) 'Output from bus price ($/MW) for branch reporting' + o_branchToBusPrice_TP(dt,br) 'Output to bus price ($/MW) for branch reporting' + o_branchMarginalPrice_TP(dt,br) 'Output marginal branch constraint price ($/MW) for branch reporting' + o_branchFlow_TP(dt,br) 'Output MW flow on each branch for the different time periods' + o_branchDynamicLoss_TP(dt,br) 'Output MW dynamic loss on each branch for the different time periods' + o_branchTotalLoss_TP(dt,br) 'Output MW total loss on each branch for the different time periods' + o_branchFixedLoss_TP(dt,br) 'Output MW fixed loss on each branch for the different time periods' + o_branchTotalRentals_TP(dt,br) 'Output $ rentals on transmission branches using total (dynamic + fixed) for the different time periods' + o_branchCapacity_TP(dt,br) 'Output MW branch capacity for branch reporting' + + o_ACbranchTotalRentals(dt) 'FTR rental - Total AC rental by trading period' + o_ACbranchLossMW(dt,br,los) 'FTR rental - MW element of the loss segment curve in MW' + o_ACbranchLossFactor(dt,br,los) 'FTR rental Loss factor element of the loss segment curve applied to' + + o_offerEnergy_TP(dt,o) 'Output MW cleared for each energy offer for each trade period' + o_offerRes_TP(dt,o,resC) 'Output MW cleared for each reserve offer for each trade period' + o_offerFIR_TP(dt,o) 'Output MW cleared for FIR for each trade period' + o_offerSIR_TP(dt,o) 'Output MW cleared for SIR for each trade period' + + o_groupEnergy_TP(dt,rg,riskC) 'Output MW cleared for risk group for each trade period' + o_groupFKband_TP(dt,rg,riskC) 'Output FK band MW applied for risk group for each trade period' + o_groupRes_TP(dt,rg,resC,riskC) 'Output reserve MW cleared for risk group for each trade period' + + o_bidEnergy_TP(dt,bd) 'Output MW cleared for each energy bid for each trade period' + o_bidTotalMW_TP(dt,bd) 'Output total MW bidded for each energy bid for each trade period' + + o_ReserveReqd_TP(dt,isl,resC) 'Output MW required for each reserve class in each trade period' + o_FIRreqd_TP(dt,isl) 'Output MW required FIR for each trade period' + o_SIRreqd_TP(dt,isl) 'Output MW required SIR for each trade period' + o_ResCleared_TP(dt,isl,resC) 'Reserve cleared from an island for each trade period' + o_FIRcleared_TP(dt,isl) 'Output - total FIR cleared by island' + o_SIRcleared_TP(dt,isl) 'Output - total SIR cleared by island' + o_ResPrice_TP(dt,isl,resC) 'Output $/MW price for each reserve classes for each trade period' + o_FIRprice_TP(dt,isl) 'Output $/MW price for FIR reserve classes for each trade period' + o_SIRprice_TP(dt,isl) 'Output $/MW price for SIR reserve classes for each trade period' + + o_GenRiskPrice_TP(dt,isl,o,resC,riskC) 'Output Gen risk marginal prices' + o_HVDCSecRiskPrice_TP(dt,isl,o,resC,riskC) 'Output HVDC risk marginal prices' + o_GenRiskGroupPrice_TP(dt,isl,rg,resC,riskC) 'Output risk group marginal prices' + o_HVDCRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' + o_ManualRiskPrice_TP(dt,isl,resC,riskC) 'Output Manual risk marginal prices' + o_HVDCSecManualRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' + + o_GenRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output Gen risk shortfall' + o_HVDCSecRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output HVDC risk shortfall' + o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,riskC) 'Output risk group shortfall' + o_HVDCRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' + o_ManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output Manual risk shortfall' + o_HVDCSecManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' + + o_ResViolation_TP(dt,isl,resC) 'Violation MW for each reserve classes for each trade period' + o_FIRviolation_TP(dt,isl) 'Violation MW for FIR reserve classes for each trade period' + o_SIRviolation_TP(dt,isl) 'Violation MW for SIR reserve classes for each trade period' + + o_nodeGeneration_TP(dt,n) 'Ouput MW generation at each node for the different time periods' + o_nodeLoad_TP(dt,n) 'Ouput MW load at each node for the different time periods' + o_nodePrice_TP(dt,n) 'Output $/MW price at each node for the different time periods' + o_nodeDeficit_TP(dt,n) 'Output node deficit violation for each trade period' + o_nodeSurplus_TP(dt,n) 'Output node surplus violation for each trade period' + o_nodeDead_TP(dt,n) 'Define if a Node (Pnode) is dead' + o_nodeDeadPrice_TP(dt,n) 'Flag to check if a dead Node has valid price' + o_nodeDeadPriceFrom_TP(dt,n,n1) 'Flag to show which price node the price of the dead node come from' +* Security constraint data + o_brConstraintSense_TP(dt,brCstr) 'Branch constraint sense for each output report' + o_brConstraintLHS_TP(dt,brCstr) 'Branch constraint LHS for each output report' + o_brConstraintRHS_TP(dt,brCstr) 'Branch constraint RHS for each output report' + o_brConstraintPrice_TP(dt,brCstr) 'Branch constraint price for each output report' +* Mnode constraint data + o_MnodeConstraintSense_TP(dt,MnodeCstr) 'Market node constraint sense for each output report' + o_MnodeConstraintLHS_TP(dt,MnodeCstr) 'Market node constraint LHS for each output report' + o_MnodeConstraintRHS_TP(dt,MnodeCstr) 'Market node constraint RHS for each output report' + o_MnodeConstraintPrice_TP(dt,MnodeCstr) 'Market node constraint price for each output report' +* TradePeriod summary report + o_solveOK_TP(dt) 'Solve status for summary report (1=OK)' + o_systemCost_TP(dt) 'System cost for summary report' + o_systemBenefit_TP(dt) 'System benefit of cleared bids for summary report' + o_ofv_TP(dt) 'Objective function value for summary report' + o_penaltyCost_TP(dt) 'Penalty cost for summary report' + o_defGenViolation_TP(dt) 'Deficit generation violation for summary report' + o_surpGenViolation_TP(dt) 'Surplus generaiton violation for summary report' + o_surpBranchFlow_TP(dt) 'Surplus branch flow violation for summary report' + o_defRampRate_TP(dt) 'Deficit ramp rate violation for summary report' + o_surpRampRate_TP(dt) 'Surplus ramp rate violation for summary report' + o_surpBranchGroupConst_TP(dt) 'Surplus branch group constraint violation for summary report' + o_defBranchGroupConst_TP(dt) 'Deficit branch group constraint violation for summary report' + o_defMnodeConst_TP(dt) 'Deficit market node constraint violation for summary report' + o_surpMnodeConst_TP(dt) 'Surplus market node constraint violation for summary report' + o_defResv_TP(dt) 'Deficit reserve violation for summary report' + +* Factor to prorate the deficit and surplus at the nodal level + totalBusAllocation(dt,b) 'Total allocation of nodes to bus' + busNodeAllocationFactor(dt,b,n) 'Bus to node allocation factor' + +* Audit - extra output declaration + o_lossSegmentBreakPoint(dt,br,los) 'Audit - loss segment MW' + o_lossSegmentFactor(dt,br,los) 'Audit - loss factor of each loss segment' + o_ACbusAngle(dt,b) 'Audit - bus voltage angle' + o_nonPhysicalLoss(dt,br) 'Audit - non physical loss' + + o_ILRO_FIR_TP(dt,o) 'Audit - ILRO FIR offer cleared (MWh)' + o_ILRO_SIR_TP(dt,o) 'Audit - ILRO SIR offer cleared (MWh)' + o_ILbus_FIR_TP(dt,b) 'Audit - ILRO FIR cleared at bus (MWh)' + o_ILbus_SIR_TP(dt,b) 'Audit - ILRO SIR cleared at bus (MWh)' + o_PLRO_FIR_TP(dt,o) 'Audit - PLRO FIR offer cleared (MWh)' + o_PLRO_SIR_TP(dt,o) 'Audit - PLRO SIR offer cleared (MWh)' + o_TWRO_FIR_TP(dt,o) 'Audit - TWRO FIR offer cleared (MWh)' + o_TWRO_SIR_TP(dt,o) 'Audit - TWRO SIR offer cleared (MWh)' + + o_generationRiskLevel(dt,isl,o,resC,riskC) 'Audit - generation risk' + + o_HVDCriskLevel(dt,isl,resC,riskC) 'Audit - DCCE and DCECE risk' + + o_manuRiskLevel(dt,isl,resC,riskC) 'Audit - manual risk' + + o_genHVDCriskLevel(dt,isl,o,resC,riskC) 'Audit - generation + HVDC secondary risk' + + o_manuHVDCriskLevel(dt,isl,resC,riskC) 'Audit - manual + HVDC secondary' + + o_generationRiskGroupLevel(dt,isl,rg,resC,riskC) 'Audit - generation group risk' + + +* TN - output parameters added for NMIR project -------------------------------- + o_FirSent_TP(dt,isl) 'FIR export from an island for each trade period' + o_SirSent_TP(dt,isl) 'SIR export from an island for each trade period' + o_FirReceived_TP(dt,isl) 'FIR received at an island for each trade period' + o_SirReceived_TP(dt,isl) 'SIR received at an island for each trade period' + o_FirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' + o_SirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' + o_EffectiveRes_TP(dt,isl,resC,riskC) 'Effective reserve share to an island for each trade period' + o_FirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' + o_SirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' + o_FirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' + o_SirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' + + o_TotalIslandReserve(dt,isl,resC,riskC) 'Total Reserve cleared in a island including shared Reserve' +* TN - output parameters added for NMIR project end ---------------------------- + ; + +Scalars + modelSolved 'Flag to indicate if the model solved successfully (1 = Yes)' / 0 / + LPmodelSolved 'Flag to indicate if the final LP model (when MIP fails) is solved successfully (1 = Yes)' / 0 / + exitLoop 'Flag to exit solve loop' / 0 / + ; + + + +*===================================================================================== +* 2. Load data from GDX file +*===================================================================================== + +* If input file does not exist then go to the next input file +$if not exist "%inputPath%\%GDXname%.gdx" $goto nextInput + +* Load trading period to be solved +$onmulti +$gdxin "vSPDPeriod.gdx" +$load tp=i_tradePeriod dt=i_dateTime dt2tp = i_dateTimeTradePeriod +$gdxin + +* Call the GDX routine and load the input data: +$gdxin "%inputPath%\%GDXname%.gdx" +* Sets +$load caseName rundt=i_runDateTime +$load b = i_bus n = i_node o = i_offer bd = i_bid trdr = i_trader +$load br = i_branch brCstr = i_branchConstraint MnodeCstr = i_MnodeConstraint +$load node = i_dateTimeNode bus = i_dateTimeBus +$load node2node = i_dateTimeNodetoNode +$load offerTrader = i_dateTimeOfferTrader +$load offerNode = i_dateTimeOfferNode +$load bidTrader = i_dateTimeBidTrader +$load bidNode = i_dateTimeBidNode +$load nodeBus = i_dateTimeNodeBus +$load busIsland = i_dateTimeBusIsland +$load branchDefn = i_dateTimeBranchDefn +$load riskGenerator = i_dateTimeRiskGenerator +$load PrimarySecondaryOffer = i_dateTimePrimarySecondaryOffer +$load dispatchableBid = i_dateTimeDispatchableBid +$load rg = i_riskGroup +$load riskGroupOffer = i_dateTimeRiskGroup + +* Parameters +$load gdxDate intervalDuration = i_intervalLength +$load offerParameter = i_dateTimeOfferParameter +$load energyOffer = i_dateTimeEnergyOffer +$load fastPLSRoffer = i_dateTimeFastPLSRoffer +$load sustainedPLSRoffer = i_dateTimeSustainedPLSRoffer +$load fastTWDRoffer = i_dateTimeFastTWDRoffer +$load sustainedTWDRoffer = i_dateTimeSustainedTWDRoffer +$load fastILRoffer = i_dateTimeFastILRoffer +$load sustainedILRoffer = i_dateTimeSustainedILRoffer + +$load energyBid = i_dateTimeEnergyBid +$load nodeDemand = i_dateTimeNodeDemand + +$load refNode = i_dateTimeReferenceNode +$load HVDCBranch = i_dateTimeHVDCBranch +$load branchParameter = i_dateTimeBranchParameter +$load branchCapacity = i_dateTimeBranchCapacity +$load branchOpenStatus = i_dateTimeBranchOpenStatus +$load nodeBusAllocationFactor = i_dateTimeNodeBusAllocationFactor +$load busElectricalIsland = i_dateTimeBusElectricalIsland + +$load riskParameter = i_dateTimeRiskParameter +$load islandMinimumRisk = i_dateTimeManualRisk +$load HVDCsecRiskEnabled = i_dateTimeHVDCsecRiskEnabled +$load HVDCsecRiskSubtractor = i_dateTimeHVDCsecRiskSubtractor +$load ReserveMaximumFactor = i_dateTimeReserveMaximumFactor + +$load branchCstrFactors = i_dateTimeBranchConstraintFactors +$load branchCstrRHS = i_dateTimeBranchConstraintRHS +$load mnCstrEnrgFactors = i_dateTimeMNCnstrEnrgFactors +$load mnCnstrResrvFactors = i_dateTimeMNCnstrResrvFactors +$load mnCnstrEnrgBidFactors = i_dateTimeMNCnstrEnrgBidFactors +$load mnCnstrResrvBidFactors = i_dateTimeMNCnstrResrvBidFactors +$load mnCnstrRHS = i_dateTimeMNCnstrRHS + +* National market for IR effective date 20 Oct 2016 +$load reserveRoundPower = i_dateTimeReserveRoundPower +$load reserveShareEnabled = i_dateTimeReserveSharing +$load modulationRiskClass = i_dateTimeModulationRisk +$load roundPower2MonoLevel = i_dateTimeRoundPower2Mono +$load bipole2MonoLevel = i_dateTimeBipole2Mono +$load monopoleMinimum = i_dateTimeReserveSharingPoleMin +$load HVDCControlBand = i_dateTimeHVDCcontrolBand +$load HVDClossScalingFactor = i_dateTimeHVDClossScalingFactor +$load sharedNFRfactor = i_dateTimeSharedNFRfactor +$load sharedNFRLoadOffset = i_dateTimeSharedNFRLoadOffset +$load effectiveFactor = i_dateTimeReserveEffectiveFactor +$load RMTreserveLimitTo = i_dateTimeRMTreserveLimit +$load rampingConstraint = i_dateTimeRampingConstraint + +*Real Time Pricing Project +$load studyMode = i_studyMode +$load useGenInitialMW = i_dateTimeUseGenInitialMW +$load runEnrgShortfallTransfer = i_dateTimeRunEnrgShortfallTransfer +$load runPriceTransfer = i_dateTimeRunPriceTransfer +$load replaceSurplusPrice = i_dateTimeReplaceSurplusPrice +$load rtdIgIncreaseLimit = i_dateTimeRtdIgIncreaseLimit +$load useActualLoad = i_dateTimeUseActualLoad +$load dontScaleNegativeLoad = i_dateTimeDontScaleNegativeLoad +$load inputInitialLoad = i_dateTimeInputInitialLoad +$load conformingFactor = i_dateTimeConformingFactor +$load nonConformingLoad = i_dateTimeNonConformingLoad +$load loadIsOverride = i_dateTimeLoadIsOverride +$load loadIsBad = i_dateTimeLoadIsBad +$load loadIsNCL = i_dateTimeLoadIsNCL +$load maxLoad = i_dateTimeMaxLoad +$load instructedloadshed = i_dateTimeInstructedLoadShed +$load instructedshedactive = i_dateTimeInstructedShedActive +$load islandMWIPS = i_dateTimeIslandMWIPS +$load islandPDS = i_dateTimeIslandPDS +$load islandLosses = i_dateTimeIslandLosses + +$load energyScarcityEnabled = i_dateTimeEnergyScarcityEnabled +$load reserveScarcityEnabled = i_dateTimeReserveScarcityEnabled +$load scarcityEnrgNationalFactor = i_dateTimeScarcityEnrgNationalFactor +$load scarcityEnrgNationalPrice = i_dateTimeScarcityEnrgNationalPrice +$load scarcityEnrgNodeFactor = i_dateTimeScarcityEnrgNodeFactor +$load scarcityEnrgNodeFactorPrice = i_dateTimeScarcityEnrgNodeFactorPrice +$load scarcityEnrgNodeLimit = i_dateTimeScarcityEnrgNodeLimit +$load scarcityEnrgNodeLimitPrice = i_dateTimeScarcityEnrgNodeLimitPrice +$load scarcityResrvIslandLimit = i_dateTimeScarcityResrvIslandLimit +$load scarcityResrvIslandPrice = i_dateTimeScarcityResrvIslandPrice +$gdxin + +*=============================================================================== +* 3. Manage model and data compatability +*=============================================================================== +* This section manages the changes to model flags to ensure backward +* compatibility given changes in the SPD model formulation over time: +* Ex: some data (sets) only starting to exist at certain time and we need to use +* GDX time to check if we can load that data (set) from gdx. + +* Gregorian date of when symbols have been included into the GDX files +Scalars inputGDXGDate 'Gregorian date of input GDX file' ; +inputGDXGDate = jdate(gdxDate('year'),gdxDate('month'),gdxDate('day')); + +* The code below is for example and not currently used +$ontext +put_utility temp 'gdxin' / '%inputPath%\%GDXname%.gdx' ; +if (inputGDXGDate >= jdate(2022,11,1) or sum[sameas(caseName,testCases),1] , + execute_load + energyScarcityEnabled = i_energyScarcityEnabled + ; +) ; +$oftext + + +*===================================================================================== +* 4. Input data overrides - declare and apply (include vSPDoverrides.gms) +*===================================================================================== + +$ontext + - At this point, vSPDoverrides.gms is included into vSPDsolve.gms if an override + file defined by the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. + - All override data symbols have the characters 'Ovrd' appended to the original + symbol name. After declaring the override symbols, the override data is + installed and the original symbols are overwritten. + - Note that the Excel interface permits a limited number of input data symbols + to be overridden. The EMI interface will create a GDX file of override values + for all data inputs to be overridden. If operating in standalone mode, + overrides can be installed by any means the user prefers - GDX file, $include + file, hard-coding, etc. But it probably makes sense to mimic the GDX file as + used by EMI. +$offtext + +$if exist "%ovrdPath%%vSPDinputOvrdData%.gdx" $include vSPDoverrides.gms + + +*=============================================================================== +* 5. Initialise model mapping and inputs +*=============================================================================== +$onend + +* Check if NMIR is enabled +UseShareReserve = 1 $ sum[ (dt,resC), reserveShareEnabled(dt,resC)] ; + +* Pre-dispatch schedule is solved sequentially +sequentialSolve $ { (studyMode >= 130) and (studyMode <= 133) } = 1 ; +sequentialSolve $ sum[dt, useGenInitialMW(dt)] = 1; +sequentialSolve $ UseShareReserve = 1; + + + +* Initialise genrating offer parameters ---------------------------------------- +GenerationStart(dt,o) = offerParameter(dt,o,'initialMW') + + sum[ o1 $ primarySecondaryOffer(dt,o,o1) + , offerParameter(dt,o1,'initialMW') ] ; +* if useGenIntitialMW = 1 --> sequential solve like PRSS, NRSS +GenerationStart(dt,o) $ { (useGenInitialMW(dt) = 1) and (ord(dt) > 1) } = 0; + +RampRateUp(dt,o) = offerParameter(dt,o,'rampUpRate') ; +RampRateDn(dt,o) = offerParameter(dt,o,'rampDnRate') ; +ReserveGenerationMaximum(dt,o) = offerParameter(dt,o,'resrvGenMax') ; +WindOffer(dt,o) = offerParameter(dt,o,'isIG') ; +FKband(dt,o) = offerParameter(dt,o,'FKbandMW') ; +PriceResponsive(dt,o) = offerParameter(dt,o,'isPriceResponse') ; +PotentialMW(dt,o) = offerParameter(dt,o,'potentialMW') ; + +* This is based on the 4.6.2.1 calculation +$ontext +For generators in the PRICERESPONSIVEIG subset, if the PotentialMWg value is +less than ReserveGenerationMaximumg,c then pre-processing sets the +ReserveGenerationMaximumg,c parameter to the PotentialMWg value, otherwise if +the PotentialMWg value is greater than or equal to the +ReserveGenerationMaximumg,c then the ReserveGenerationMaximumg,c +value is unchanged +Tuong note: this does not seems to make saense and be used. +$offtext +reserveMaximumFactor(dt,o,resC) + $ { windOffer(dt,o) and priceResponsive(dt,o) and( potentialMW(dt,o) > 0) + and (potentialMW(dt,o) < ReserveGenerationMaximum(dt,o)) } + = ReserveGenerationMaximum(dt,o) / potentialMW(dt,o) ; +*------------------------------------------------------------------------------- + + +* Initialise offer limits and prices ------------------------------------------- + +* Initialise energy offer data for the current trade period start +EnrgOfrMW(dt,o,blk) = energyOffer(dt,o,blk,'limitMW') ; +EnrgOfrPrice(dt,o,blk) = energyOffer(dt,o,blk,'price') ; + +* Initialise reserve offer data for the current trade period start +PLRO(resT) $ (ord(resT) = 1) = yes ; +TWRO(resT) $ (ord(resT) = 2) = yes ; +ILRO(resT) $ (ord(resT) = 3) = yes ; + +ResOfrPct(dt,o,blk,resC) + = (fastPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 1 ) + + (sustainedPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 2 ); + +ResOfrMW(dt,o,blk,resC,PLRO) + = fastPLSRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) + + sustainedPLSRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; + +ResOfrMW(dt,o,blk,resC,TWRO) + = fastTWDRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) + + sustainedTWDRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; + +ResOfrMW(dt,o,blk,resC,ILRO) + = fastILRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) + + sustainedILRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; + +ResOfrPrice(dt,o,blk,resC,PLRO) + = fastPLSRoffer(dt,o,blk,'price') $(ord(resC)=1) + + sustainedPLSRoffer(dt,o,blk,'price')$(ord(resC)=2) ; + +ResOfrPrice(dt,o,blk,resC,TWRO) + = fastTWDRoffer(dt,o,blk,'price') $(ord(resC)=1) + + sustainedTWDRoffer(dt,o,blk,'price')$(ord(resC)=2) ; + +ResOfrPrice(dt,o,blk,resC,ILRO) + = fastILRoffer(dt,o,blk,'price') $(ord(resC)=1) + + sustainedILRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +*------------------------------------------------------------------------------- + + +* Define valid offers and valid offer block ------------------------------------ + +* Valid offer must be mapped to a bus with electrical island <> 0 +offer(dt,o) $ sum[ (n,b) $ { offerNode(dt,o,n) and nodeBus(dt,n,b) + }, busElectricalIsland(dt,b) ] = yes ; + +* IL offer with non zero total limit is always valid +offer(dt,o) $ sum[ (blk,resC,ILRO), ResOfrMW(dt,o,blk,resC,ILRO)] = yes ; + +* Valid energy offer blocks are defined as those with a positive block limit +genOfrBlk(dt,o,blk) $ ( EnrgOfrMW(dt,o,blk) > 0 ) = yes ; + +* Define set of positive (valid) energy offers +posEnrgOfr(dt,o) $ sum[ blk $ genOfrBlk(dt,o,blk), 1 ] = yes ; + +* Only reserve offer block with a positive block limit is valid +resOfrBlk(dt,o,blk,resC,resT) $ (ResOfrMW(dt,o,blk,resC,resT) > 0) = yes ; +*------------------------------------------------------------------------------- + + +* Initialise bid limits and prices --------------------------------------------- + +* Valid bid must be mapped to a bus with electrical island <> 0 +bid(dt,bd) $ sum[ (n,b) $ { bidNode(dt,bd,n) and nodeBus(dt,n,b) + }, busElectricalIsland(dt,b) ] = yes ; +* Bid energy data +DemBidMW(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'limitMW') ; +DemBidPrice(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'price') ; +* Valid Demand Bid Block +DemBidBlk(bid,blk) $ ( DemBidMW(bid,blk) <> 0 ) = yes ; +*------------------------------------------------------------------------------- + + +* Initialise mappings to use in later stage ------------------------------------ + +nodeIsland(dt,n,isl) $ sum[ b $ { bus(dt,b) and node(dt,n) + and nodeBus(dt,n,b) and busIsland(dt,b,isl) }, 1 + ] = yes ; +offerIsland(offer(dt,o),isl) + $ sum[ n $ { offerNode(dt,o,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; + +bidIsland(bid(dt,bd),isl) + $ sum[ n $ { bidNode(dt,bd,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; + +islandRiskGenerator(dt,isl,o) + $ { offerIsland(dt,o,isl) and riskGenerator(dt,o) } = yes ; + + +* Identification of primary and secondary units +PrimaryOffer(dt,o) = 1 ; +SecondaryOffer(dt,o) = 1 $ sum[ o1 $ primarySecondaryOffer(dt,o1,o), 1 ] ; +PrimaryOffer(dt,o) $ SecondaryOffer(dt,o) = 0 ; +*------------------------------------------------------------------------------- + + +* Initialise demand/bid data --------------------------------------------------- +RequiredLoad(node) = nodeDemand(node) ; + +* 4.9.2 Dispatchable Pnodes +$ontext +If the Pnode associated with a Dispatchable Demand Bid is not a dead Pnode then +PnodeRequiredLoadpn is set to zero. The Pnode load will be determined by +clearing the Pnode's Dispatchable Demand Bid when the LP Model is solved. +$offtext +RequiredLoad(node(dt,n)) + $ { Sum[ (bd,blk) $ bidNode(dt,bd,n), DemBidMW(dt,bd,blk) ] > 0 } = 0; + + + +* 4.10 Real Time Pricing - First RTD load calculation +if studyMode = 101 or studyMode = 201 then + +* Calculate first target total load [4.10.6.5] +* Island-level MW load forecast. For the fist loop: +* replace LoadCalcLosses(dt,isl) = islandLosses(dt,isl); + TargetTotalLoad(dt,isl) = islandMWIPS(dt,isl) + + islandPDS(dt,isl) + - islandLosses(dt,isl); + +* Flag if estimate load is scalable [4.10.6.7] +* Binary value. If True then ConformingFactor load MW will be scaled in order +* to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +* assigned directly to EstimatedInitialLoad + EstLoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) + and (ConformingFactor(dt,n) > 0) } ; + +* Calculate estimate non-scalable load [4.10.6.8] +* For a non-conforming Pnode this will be the NonConformingLoad MW input, for +* a conforming Pnode this will be the ConformingFactor MW input if that value +* is negative, otherwise it will be zero + EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 1 ) = NonConformingLoad(dt,n); + EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 0 ) = ConformingFactor(dt,n); + EstNonScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = 0; + +* Calculate estimate scalable load [4.10.6.10] +* For a non-conforming Pnode this value will be zero. For a conforming Pnode +* this value will be the ConformingFactor if it is non-negative, otherwise +* this value will be zero' + EstScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = ConformingFactor(dt,n); + + +* Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +* in order to calculate EstimatedInitialLoad + EstScalingFactor(dt,isl) + = (islandMWIPS(dt,isl) - islandLosses(dt,isl) + - Sum[ n $ nodeIsland(dt,n,isl), EstNonScalableLoad(dt,n) ] + ) / Sum[ n $ nodeIsland(dt,n,isl), EstScalableLoad(dt,n) ] + + ; + +* Calculate estimate initial load [4.10.6.6] +* Calculated estimate of initial MW load, available to be used as an +* alternative to InputInitialLoad + EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) + = ConformingFactor(dt,n) * Sum[ isl $ nodeisland(dt,n,isl) + , EstScalingFactor(dt,isl)] ; + EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 0 ) + = EstNonScalableLoad(dt,n); + +* Calculate initial load [4.10.6.2] +* Value that represents the Pnode load MW at the start of the solution +* interval. Depending on the inputs this value will be either actual load, +* an operator applied override or an estimated initial load + InitialLoad(dt,n) = InputInitialLoad(dt,n); + InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 0) + and ( (useActualLoad(dt) = 0) or (LoadIsBad(dt,n) = 1) ) + } = EstimatedInitialLoad(dt,n) ; + InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 1) + and (useActualLoad(dt) = 1) + and (InitialLoad(dt,n) > MaxLoad(dt,n)) + } = MaxLoad(dt,n) ; + +* Flag if load is scalable [4.10.6.4] +* Binary value. If True then the Pnode InitialLoad will be scaled in order to +* calculate RequiredLoad, if False then Pnode InitialLoad will be directly +* assigned to RequiredLoad + LoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) + and (LoadIsOverride(dt,n) = 0) + and (InitialLoad(dt,n) >= 0) } ; + +* Calculate Island-level scaling factor [4.10.6.3] +* --> applied to InitialLoad in order to calculate RequiredLoad + LoadScalingFactor(dt,isl) + = ( TargetTotalLoad(dt,isl) + - Sum[ n $ { nodeIsland(dt,n,isl) + and (LoadIsScalable(dt,n) = 0) }, InitialLoad(dt,n) ] + ) / Sum[ n $ { nodeIsland(dt,n,isl) + and (LoadIsScalable(dt,n) = 1) }, InitialLoad(dt,n) ] + ; + +* Calculate RequiredLoad [4.10.6.1] + RequiredLoad(dt,n) $ LoadIsScalable(dt,n) + = InitialLoad(dt,n) * sum[ isl $ nodeisland(dt,n,isl) + , LoadScalingFactor(dt,isl) ]; + + RequiredLoad(dt,n) $ (LoadIsScalable(dt,n) = 0) = InitialLoad(dt,n); + + RequiredLoad(dt,n) = RequiredLoad(dt,n) + + [instructedloadshed(dt,n) $ instructedshedactive(dt,n)]; + +Endif; +*------------------------------------------------------------------------------- + + +* Initialize energy scarcity limits and prices --------------------------------- + +ScarcityEnrgLimit(dt,n,blk) + $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } + = scarcityEnrgNodeLimit(dt,n,blk); +ScarcityEnrgPrice(dt,n,blk) + $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } + = scarcityEnrgNodeLimitPrice(dt,n,blk) ; + + +ScarcityEnrgLimit(dt,n,blk) + $ { energyScarcityEnabled(dt) + and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) + and scarcityEnrgNodeFactor(dt,n,blk) + and (RequiredLoad(dt,n) > 0) + } + = scarcityEnrgNodeFactor(dt,n,blk) * RequiredLoad(dt,n); +ScarcityEnrgPrice(dt,n,blk) + $ { energyScarcityEnabled(dt) + and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) + and scarcityEnrgNodeFactor(dt,n,blk) + } + = scarcityEnrgNodeFactorPrice(dt,n,blk) ; + + +ScarcityEnrgLimit(dt,n,blk) + $ { energyScarcityEnabled(dt) + and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) + and (RequiredLoad(dt,n) > 0) + } + = scarcityEnrgNationalFactor(dt,blk) * RequiredLoad(dt,n); +ScarcityEnrgPrice(dt,n,blk) + $ { energyScarcityEnabled(dt) + and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) + } + = scarcityEnrgNationalPrice(dt,blk) ; + + +*------------------------------------------------------------------------------- + + +* Initialize AC and DC branches ------------------------------------------------ + +* Branch is defined if there is a defined terminal bus, it has a non-zero +* capacity and is closed for that trade period +* Update the pre-processing code that removes branches which have a limit of zero +* so that it removes a branch if either direction has a limit of zero. +branch(dt,br) $ { (not branchOpenStatus(dt,br)) and + (not HVDCBranch(dt,br)) and + sum[ fd $ (ord(fd)=1), branchCapacity(dt,br,fd)] and + sum[ fd $ (ord(fd)=2), branchCapacity(dt,br,fd)] and + sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and + branchDefn(dt,br,b,b1) }, 1 ] + } = yes ; + +branch(dt,br) $ { (not branchOpenStatus(dt,br)) and + (HVDCBranch(dt,br)) and + sum[ fd, branchCapacity(dt,br,fd)] and + sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and + branchDefn(dt,br,b,b1) }, 1 ] + } = yes ; + + +branchBusDefn(branch,b,b1) $ branchDefn(branch,b,b1) = yes ; +branchFrBus(branch,frB) $ sum[ toB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +branchToBus(branch,toB) $ sum[ frB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +branchBusConnect(branch,b) $ branchFrBus(branch,b) = yes ; +branchBusConnect(branch,b) $ branchToBus(branch,b) = yes ; + + +* HVDC link and AC branch definition +HVDClink(branch) = yes $ HVDCBranch(branch) ; +ACbranch(branch) = yes $ [not HVDCBranch(branch)]; + + +* Determine sending and receiving bus for each branch flow direction +loop (frB,toB) do + ACbranchSendingBus(ACbranch,frB,fd) + $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; + + ACbranchReceivingBus(ACbranch,toB,fd) + $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; + + ACbranchSendingBus(ACbranch,toB,fd) + $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; + + ACbranchReceivingBus(ACbranch,frB,fd) + $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +endloop; + +HVDClinkSendingBus(HVDClink,frB) + $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; + +HVDClinkReceivingBus(HVDClink,toB) + $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; + +HVDClinkBus(HVDClink,b) $ HVDClinkSendingBus(HVDClink,b) = yes ; +HVDClinkBus(HVDClink,b) $ HVDClinkReceivingBus(HVDClink,b) = yes ; + +* Determine the HVDC inter-island pole in the northward and southward direction + +HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 1) and HVDClink(dt,br) } + = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 2) + and nodeIsland(dt,n,isl) + and HVDClinkSendingBus(dt,br,b) }, 1 ] ; + +HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 2) and HVDClink(dt,br) } + = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 1) + and nodeIsland(dt,n,isl) + and HVDClinkSendingBus(dt,br,b) }, 1 ] ; + +* Mapping HVDC branch to pole to account for name changes to Pole 3 +HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY1.1'), 1] = yes ; +HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN1.1'), 1] = yes ; +HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY3.1'), 1] = yes ; +HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN3.1'), 1] = yes ; +HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'BEN_HAY2.1'), 1] = yes ; +HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'HAY_BEN2.1'), 1] = yes ; + +* Initialise network data for the current trade period start +branchResistance(branch) = branchParameter(branch,'resistance') ; +branchSusceptance(ACbranch) = -100 * branchParameter(ACbranch,'susceptance'); +branchLossBlocks(branch) = branchParameter(branch,'numLossTranches') ; + +* Ensure fixed losses for no loss AC branches are not included +branchFixedLoss(ACbranch) = branchParameter(ACbranch,'fixedLosses') + $ (branchLossBlocks(ACbranch) > 1) ; + +branchFixedLoss(HVDClink) = branchParameter(HVDClink,'fixedLosses') ; + +* Set resistance and fixed loss to zero if do not want to use the loss model +branchResistance(ACbranch) $ (not useAClossModel) = 0 ; +branchFixedLoss(ACbranch) $ (not useAClossModel) = 0 ; +branchResistance(HVDClink) $ (not useHVDClossModel) = 0 ; +branchFixedLoss(HVDClink) $ (not useHVDClossModel) = 0 ; + +* Initialise loss tranches data for the current trade period start +* The loss factor coefficients assume that the branch capacity is in MW +* and the resistance is in p.u. + +* Loss branches with 0 loss blocks +lossSegmentMW(branch,los,fd) + $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } + = branchCapacity(branch,fd) ; + +LossSegmentFactor(branch,los,fd) + $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } + = 0 ; + +* Loss branches with 1 loss blocks +LossSegmentMW(branch,los,fd) + $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } + = maxFlowSegment ; + +LossSegmentFactor(branch,los,fd) + $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } + = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Loss branches with 3 loss blocks +loop branch $ (branchLossBlocks(branch) = 3) do +* Segment 1 + LossSegmentMW(branch,los,fd) $ (ord(los) = 1) + = lossCoeff_A * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) + = 0.01 * 0.75 * lossCoeff_A + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 2 + LossSegmentMW(branch,los,fd) $ (ord(los) = 2) + = (1-lossCoeff_A) * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) + = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 3 + LossSegmentMW(branch,los,fd) $ (ord(los) = 3) + = maxFlowSegment ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) + = 0.01 * (2 - (0.75*lossCoeff_A)) + * branchResistance(branch) * branchCapacity(branch,fd) ; +endloop; + +* Loss branches with 6 loss blocks +loop branch $ (branchLossBlocks(branch) = 6) do +* Segment 1 + LossSegmentMW(branch,los,fd) $ (ord(los) = 1) + = lossCoeff_C * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) + = 0.01 * 0.75 * lossCoeff_C + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 2 + LossSegmentMW(branch,los,fd) $ (ord(los) = 2) + = lossCoeff_D * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) + = 0.01 * lossCoeff_E + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 3 + LossSegmentMW(branch,los,fd) $ (ord(los) = 3) + = 0.5 * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) + = 0.01 * lossCoeff_F + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 4 + LossSegmentMW(branch,los,fd) $ (ord(los) = 4) + = (1 - lossCoeff_D) * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 4) + = 0.01 * (2 - lossCoeff_F) + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 5 + LossSegmentMW(branch,los,fd) $ (ord(los) = 5) + = (1 - lossCoeff_C) * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 5) + = 0.01 * (2 - lossCoeff_E) + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 6 + LossSegmentMW(branch,los,fd) $ (ord(los) = 6) + = maxFlowSegment ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 6) + = 0.01 * (2 - (0.75*lossCoeff_C)) + * branchResistance(branch) * branchCapacity(branch,fd) ; +endloop ; + +* HVDC does not have backward flow --> No loss segment for backward flow +LossSegmentMW(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +LossSegmentFactor(HVDClink,los,fd) $ (ord(fd) = 2) = 0; + + +* Valid loss segment for a branch is defined as a loss segment that +* has a non-zero LossSegmentMW or a non-zero LossSegmentFactor. +validLossSegment(branch,los,fd) = yes $ { (ord(los) = 1) or + LossSegmentMW(branch,los,fd) or + LossSegmentFactor(branch,los,fd) } ; + +* HVDC loss model requires at least two loss segments and +* an additional loss block due to cumulative loss formulation +validLossSegment(HVDClink,los,fd) + $ { (branchLossBlocks(HVDClink) <= 1) and (ord(los) = 2) } = yes ; + +validLossSegment(HVDClink,los,fd) + $ { (branchLossBlocks(HVDClink) > 1) and + (ord(los) = (branchLossBlocks(HVDClink) + 1)) and + (sum[ los1, LossSegmentMW(HVDClink,los1,fd) + + LossSegmentFactor(HVDClink,los1,fd) ] > 0) + } = yes ; + +* branches that have non-zero loss factors +LossBranch(branch) $ sum[ (los,fd), LossSegmentFactor(branch,los,fd) ] = yes ; + +* Create AC branch loss segments +ACbranchLossMW(ACbranch,los,fd) + $ { validLossSegment(ACbranch,los,fd) and (ord(los) = 1) } + = LossSegmentMW(ACbranch,los,fd) ; + +ACbranchLossMW(ACbranch,los,fd) + $ { validLossSegment(ACbranch,los,fd) and (ord(los) > 1) } + = LossSegmentMW(ACbranch,los,fd) - LossSegmentMW(ACbranch,los-1,fd) ; + +ACbranchLossFactor(ACbranch,los,fd) + $ validLossSegment(ACbranch,los,fd) = LossSegmentFactor(ACbranch,los,fd) ; + +* Create HVDC loss break points +HVDCBreakPointMWFlow(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +HVDCBreakPointMWLoss(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; + +HVDCBreakPointMWFlow(HVDClink,bp,fd) + $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) > 1) } + = LossSegmentMW(HVDClink,bp-1,fd) ; + +HVDCBreakPointMWLoss(HVDClink,bp,fd) + $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) = 2) } + = LossSegmentMW(HVDClink,bp-1,fd) * LossSegmentFactor(HVDClink,bp-1,fd) ; + +loop (HVDClink(branch),bp) $ (ord(bp) > 2) do + HVDCBreakPointMWLoss(branch,bp,fd) $ validLossSegment(branch,bp,fd) + = LossSegmentFactor(branch,bp-1,fd) + * [ LossSegmentMW(branch,bp-1,fd) - LossSegmentMW(branch,bp-2,fd) ] + + HVDCBreakPointMWLoss(branch,bp-1,fd) ; +endloop ; +*------------------------------------------------------------------------------- + + +* Initialise branch constraint data -------------------------------------------- +branchConstraint(dt,brCstr) + $ sum[ branch(dt,br) $ branchCstrFactors(dt,brCstr,br), 1 ] = yes ; + +branchConstraintSense(branchConstraint) + = branchCstrRHS(branchConstraint,'cnstrSense') ; + +branchConstraintLimit(branchConstraint) + = branchCstrRHS(branchConstraint,'cnstrLimit') ; +*------------------------------------------------------------------------------- + + +* Calculate parameters for NMIR project ---------------------------------------- +islandRiskGroup(dt,isl,rg,riskC) + = yes $ sum[ o $ { offerIsland(dt,o,isl) + and riskGroupOffer(dt,rg,o,riskC) }, 1 ] ; + +modulationRisk(dt) = smax[ riskC, modulationRiskClass(dt,RiskC) ]; + +reserveShareEnabledOverall(dt) = smax[ resC, reserveShareEnabled(dt,resC) ]; + +roPwrZoneExit(dt,resC) + = [ roundPower2MonoLevel(dt) - modulationRisk(dt) ]$(ord(resC)=1) + + bipole2MonoLevel(dt)$(ord(resC)=2) ; + +* National market refinement - effective date 28 Mar 2019 12:00 +$ontext + SPD pre-processing is changed so that the roundpower settings for FIR are + now the same as for SIR. Specifically: + - The RoundPowerZoneExit for FIR will be set at BipoleToMonopoleTransition + by SPD pre-processing (same as for SIR). A change from the existing where + the RoundPowerZoneExit for FIR is set at RoundPowerToMonopoleTransition + by SPD pre-processing. + - Provided that roundpower is not disabled by the MDB, the InNoReverseZone + for FIR will be removed by SPD pre-processing (same as for SIR). A change + from the existing where the InNoReverseZone for FIR is never removed by + SPD pre-processing. +$offtext + +if inputGDXGDate >= jdate(2019,03,28) then + roPwrZoneExit(dt,resC) = bipole2MonoLevel(dt) ; +endif ; + +* National market refinement end + + +* Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.2.1) +sharedNFRLoad(dt,isl) + = sum[ nodeIsland(dt,n,isl), RequiredLoad(dt,n)] + + sum[ (bd,blk) $ bidIsland(dt,bd,isl), DemBidMW(dt,bd,blk) ] + - sharedNFRLoadOffset(dt,isl) ; + +sharedNFRMax(dt,isl) = Min{ RMTReserveLimitTo(dt,isl,'FIR'), + sharedNFRFactor(dt)*sharedNFRLoad(dt,isl) } ; + +* Calculate HVDC constraint sets and HVDC Max Flow - NMIR (4.1.8 - NMIR06) +$ontext + TN on 22 May 2017: +Usually a branch group constraint that limits the HVDC flow only involves the +HVDC branch(s) in the same direction. However, during TP6 to TP9 of 18 May 2017, +the constraint HAY_BEN_High_Frequency_limit involved all four branches in the +form: HAY_BEN1.1 + HAY_BEN2.1 - BEN_HAY1.1 - BEN_HAY2.1 <= 530 MW +This method of formulating the constraint prevented the previous formulation of +monopoleConstraint and bipoleConstraintfrom working properly. Those constraints +have been reformulated (see below) in order to cope with the formulation +observed on 18 May 2017. +$offtext +monopoleConstraint(dt,isl,brCstr,br) + $ { HVDClink(dt,br) + and ( not rampingConstraint(dt,brCstr) ) + and ( branchConstraintSense(dt,brCstr) = -1 ) + and (Sum[ (br1,b) $ {HVDClinkSendingBus(dt,br1,b) and busIsland(dt,b,isl)} + , branchCstrFactors(dt,brCstr,br1) ] = 1) + and (Sum[ b $ {HVDClinkSendingBus(dt,br,b) and busIsland(dt,b,isl)} + , branchCstrFactors(dt,brCstr,br) ] = 1) + } = yes ; + +bipoleConstraint(dt,isl,brCstr) + $ { ( not rampingConstraint(dt,brCstr) ) + and ( branchConstraintSense(dt,brCstr) = -1 ) + and (Sum[ (br,b) $ { HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + and busIsland(dt,b,isl) } + , branchCstrFactors(dt,brCstr,br) ] = 2) + } = yes ; + +monoPoleCapacity(dt,isl,br) + = Sum[ (b,fd) $ { BusIsland(dt,b,isl) + and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + and ( ord(fd) = 1 ) + }, branchCapacity(dt,br,fd) ] ; + +monoPoleCapacity(dt,isl,br) + $ Sum[ brCstr $ monopoleConstraint(dt,isl,brCstr,br), 1] + = Smin[ brCstr $ monopoleConstraint(dt,isl,brCstr,br) + , branchConstraintLimit(dt,brCstr) ]; + +monoPoleCapacity(dt,isl,br) + = Min( monoPoleCapacity(dt,isl,br), + sum[ fd $ ( ord(fd) = 1 ), branchCapacity(dt,br,fd) ] ); + +biPoleCapacity(dt,isl) + $ Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] + = Smin[ brCstr $ bipoleConstraint(dt,isl,brCstr) + , branchConstraintLimit(dt,brCstr) ]; + +biPoleCapacity(dt,isl) + $ { Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] = 0 } + = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + and ( ord(fd) = 1 ) + }, branchCapacity(dt,br,fd) ] ; + +HVDCMax(dt,isl) + = Min( biPoleCapacity(dt,isl), Sum[ br, monoPoleCapacity(dt,isl,br) ] ) ; + + +* Calculate HVDC HVDC Loss segment applied for NMIR ---------------------------- +$ontext +* Note: When NMIR started on 20/10/2016, the SOdecided to incorrectly calculate the HVDC loss +* curve for reserve sharing based on the HVDC capacity only (i.e. not based on in-service HVDC poles) +* Tuong Nguyen @ EA discovered this bug and the SO has fixed it as of 22/11/2016. +$offtext +if inputGDXGDate >= jdate(2016,11,22) then + HVDCCapacity(dt,isl) + = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + and ( ord(fd) = 1 ) + }, branchCapacity(dt,br,fd) ] ; + + numberOfPoles(dt,isl) + = Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) }, 1 ] ; + + HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) + = Prod[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + }, branchResistance(dt,br) ] + / Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + }, branchResistance(dt,br) ] ; + + HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 1) + = Sum[ br $ monoPoleCapacity(dt,isl,br), branchResistance(dt,br) ] ; +else + HVDCCapacity(dt,isl) + = Sum[ (br,b,b1,fd) $ { (HVDCBranch(dt,br) = 1) + and busIsland(dt,b,isl) + and branchDefn(dt,br,b,b1) + and ( ord(fd) = 1 ) + }, branchCapacity(dt,br,fd) ] ; + + numberOfPoles(dt,isl) + =Sum[ (br,b,b1) $ { (HVDCBranch(dt,br) = 1) + and busIsland(dt,b,isl) + and branchDefn(dt,br,b,b1) + and sum[ fd $ ( ord(fd) = 1 ) + , branchCapacity(dt,br,fd) ] + }, 1 ] ; + + HVDCResistance(dt,isl) + = Sum[ (br,b,b1,brPar) + $ { (HVDCBranch(dt,br) = 1) + and busIsland(dt,b,isl) + and branchDefn(dt,br,b,b1) + and (ord(brPar) = 1) + }, branchParameter(dt,br,brPar) ] ; + + HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) + = Prod[ (br,b,b1,brPar) + $ { (HVDCBranch(dt,br) = 1) + and busIsland(dt,b,isl) + and branchDefn(dt,br,b,b1) + and sum[ fd $ ( ord(fd) = 1 ) + , branchCapacity(dt,br,fd) ] + and (ord(brPar) = 1) + }, branchParameter(dt,br,brPar) + ] / HVDCResistance(dt,isl) ; +endif ; + +* Segment 1 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 1) + = HVDCCapacity(dt,isl) * lossCoeff_C ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 1) + = 0.01 * 0.75 * lossCoeff_C + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 2 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 2) + = HVDCCapacity(dt,isl) * lossCoeff_D ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 2) + = 0.01 * lossCoeff_E + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 3 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 3) + = HVDCCapacity(dt,isl) * 0.5 ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 3) + = 0.01 * lossCoeff_F + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 4 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 4) + = HVDCCapacity(dt,isl) * (1 - lossCoeff_D) ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 4) + = 0.01 * (2 - lossCoeff_F) + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 5 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 5) + = HVDCCapacity(dt,isl) * (1 - lossCoeff_C) ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 5) + = 0.01 * (2 - lossCoeff_E) + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 6 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 6) + = HVDCCapacity(dt,isl) ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 6) + = 0.01 * (2 - (0.75*lossCoeff_C)) + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Parameter for energy lambda loss model +HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +HVDCSentBreakPointMWLoss(dt,isl,bp) $ (ord(bp) = 1) = 0 ; + +HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) > 1) + = HVDCLossSegmentMW(dt,isl,bp-1) ; + +loop (dt,isl,bp) $ {(ord(bp) > 1) and (ord(bp) <= 7)} do + HVDCSentBreakPointMWLoss(dt,isl,bp) + = HVDClossScalingFactor(dt) + * HVDCLossSegmentFactor(dt,isl,bp-1) + * [ HVDCLossSegmentMW(dt,isl,bp-1) + - HVDCSentBreakPointMWFlow(dt,isl,bp-1) ] + + HVDCSentBreakPointMWLoss(dt,isl,bp-1) ; +endloop ; + +* Parameter for energy+reserve lambda loss model + +* Ideally SO should use asymmetric loss curve +HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) + = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) + and ( ord(rsbp) + ord(rsbp1) = 8)} + , -HVDCSentBreakPointMWFlow(dt,isl1,rsbp1) ]; + +* SO decide to use symmetric loss curve instead +HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) + = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} + , -HVDCSentBreakPointMWFlow(dt,isl,rsbp1) ]; + +HVDCReserveBreakPointMWFlow(dt,isl,rsbp) + $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } + = HVDCSentBreakPointMWFlow(dt,isl,rsbp-6) ; + + +* Ideally SO should use asymmetric loss curve +HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) + = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) + and ( ord(rsbp) + ord(rsbp1) = 8)} + , HVDCSentBreakPointMWLoss(dt,isl1,rsbp1) ]; + +* SO decide to use symmetric loss curve instead +HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) + = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} + , HVDCSentBreakPointMWLoss(dt,isl,rsbp1) ]; + +HVDCReserveBreakPointMWLoss(dt,isl,rsbp) + $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } + = HVDCSentBreakPointMWLoss(dt,isl,rsbp-6); + +* Parameter for lambda loss model end + +* Initialze parameters for NMIR project end ---------------------------------- + + +* Initialise risk/reserve data for the current trade period start + +GenRisk(riskC) $ (ord(riskC) = 1) = yes ; +HVDCrisk(riskC) $ (ord(riskC) = 2) = yes ; +HVDCrisk(riskC) $ (ord(riskC) = 3) = yes ; +ManualRisk(riskC) $ (ord(riskC) = 4) = yes ; +GenRisk(riskC) $ (ord(riskC) = 5) = yes ; +ManualRisk(riskC) $ (ord(riskC) = 6) = yes ; +HVDCsecRisk(riskC) $ (ord(riskC) = 7) = yes ; +HVDCsecRisk(riskC) $ (ord(riskC) = 8) = yes ; + +* Define the CE and ECE risk class set to support the different CE and ECE CVP +ContingentEvents(riskC) $ (ord(riskC) = 1) = yes ; +ContingentEvents(riskC) $ (ord(riskC) = 2) = yes ; +ExtendedContingentEvent(riskC) $ (ord(riskC) = 3) = yes ; +ContingentEvents(riskC) $ (ord(riskC) = 4) = yes ; +ExtendedContingentEvent(riskC) $ (ord(riskC) = 5) = yes ; +ExtendedContingentEvent(riskC) $ (ord(riskC) = 6) = yes ; +ContingentEvents(riskC) $ (ord(riskC) = 7) = yes ; +ExtendedContingentEvent(riskC) $ (ord(riskC) = 8) = yes ; + +* Risk parameters +FreeReserve(dt,isl,resC,riskC) + = riskParameter(dt,isl,resC,riskC,'freeReserve') +* NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 + - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(dt,isl1) + ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) + and (inputGDXGDate >= jdate(2016,10,20)) } + ; + +IslandRiskAdjustmentFactor(dt,isl,resC,riskC) $ useReserveModel + = riskParameter(dt,isl,resC,riskC,'adjustFactor') ; + +* HVDC rampup max - (6.5.1.2) - SPD version 12 +HVDCpoleRampUp(dt,isl,resC,riskC) + = riskParameter(dt,isl,resC,riskC,'HVDCRampUp') ; + + + +* Initialise market node constraint data for the current trading period +MnodeConstraint(dt,MnodeCstr) + $ { sum[ (offer(dt,o),resT,resC) + $ { mnCstrEnrgFactors(dt,MnodeCstr,o) or + mnCnstrResrvFactors(dt,MnodeCstr,o,resC,resT) + }, 1 + ] + or + sum[ (bid(dt,bd),resC) + $ { mnCnstrEnrgBidFactors(dt,MnodeCstr,bd) or + mnCnstrResrvBidFactors(dt,MnodeCstr,bd,resC) + }, 1 + ] + } = yes ; + +MnodeConstraintSense(MnodeConstraint) + = mnCnstrRHS(MnodeConstraint,'cnstrSense') ; + +MnodeConstraintLimit(MnodeConstraint) + = mnCnstrRHS(MnodeConstraint,'cnstrLimit') ; + + +* Generation Ramp Pre_processing ----------------------------------------------- + +* For PRICERESPONSIVEIG generators, The RTD RampRateUp is capped: (4.7.2.2) +if studyMode = 101 or studyMode = 201 then + RampRateUp(offer(dt,o)) $ { windOffer(offer) and priceResponsive(offer) } + = Min[ RampRateUp(offer), rtdIgIncreaseLimit(dt)*60/intervalDuration ]; +endif; + +* Need to initiate value for this parameters before it is used +o_offerEnergy_TP(dt,o) = 0; + + +* TN - Pivot or demand analysis begin +$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_1.gms" +$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_1.gms" +* TN - Pivot or demand analysis begin end + +$offend +*===================================================================================== +* 7. The vSPD solve loop +*===================================================================================== +if (studyMode = 101 or studyMode = 201, +$include "vSPDsolve_RTP.gms" +) ; + + +unsolvedDT(dt) = yes; +VSPDModel(dt) = 0 ; +option clear = useBranchFlowMIP ; + +While ( Sum[ dt $ unsolvedDT(dt), 1 ], + exitLoop = 0; + loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, + +* 7a. Reset all sets, parameters and variables ------------------------------- + option clear = t ; +* Generation variables + option clear = GENERATION ; + option clear = GENERATIONBLOCK ; + option clear = GENERATIONUPDELTA ; + option clear = GENERATIONDNDELTA ; +* Purchase variables + option clear = PURCHASE ; + option clear = PURCHASEBLOCK ; +* Network variables + option clear = ACNODENETINJECTION ; + option clear = ACNODEANGLE ; + option clear = ACBRANCHFLOW ; + option clear = ACBRANCHFLOWDIRECTED ; + option clear = ACBRANCHLOSSESDIRECTED ; + option clear = ACBRANCHFLOWBLOCKDIRECTED ; + option clear = ACBRANCHLOSSESBLOCKDIRECTED ; + option clear = ACBRANCHFLOWDIRECTED_INTEGER ; + option clear = HVDCLINKFLOW ; + option clear = HVDCLINKLOSSES ; + option clear = LAMBDA ; + option clear = LAMBDAINTEGER ; + option clear = HVDCLINKFLOWDIRECTED_INTEGER ; + option clear = HVDCPOLEFLOW_INTEGER ; +* Risk/Reserve variables + option clear = RISKOFFSET ; + option clear = HVDCREC ; + option clear = ISLANDRISK ; + option clear = RESERVEBLOCK ; + option clear = RESERVE ; + option clear = ISLANDRESERVE; +* NMIR variables + option clear = SHAREDNFR ; + option clear = SHAREDRESERVE ; + option clear = HVDCSENT ; + option clear = RESERVESHAREEFFECTIVE ; + option clear = RESERVESHARERECEIVED ; + option clear = RESERVESHARESENT ; + option clear = HVDCSENDING ; + option clear = INZONE ; + option clear = HVDCSENTINSEGMENT ; + option clear = HVDCRESERVESENT ; + option clear = HVDCSENTLOSS ; + option clear = HVDCRESERVELOSS ; + option clear = LAMBDAHVDCENERGY ; + option clear = LAMBDAHVDCRESERVE ; + option clear = RESERVESHAREPENALTY ; +* Objective + option clear = NETBENEFIT ; +* Violation variables + option clear = TOTALPENALTYCOST ; + option clear = DEFICITBUSGENERATION ; + option clear = SURPLUSBUSGENERATION ; + option clear = DEFICITRESERVE_CE ; + option clear = DEFICITRESERVE_ECE ; + option clear = DEFICITBRANCHSECURITYCONSTRAINT ; + option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; + option clear = DEFICITRAMPRATE ; + option clear = SURPLUSRAMPRATE ; + option clear = DEFICITBRANCHFLOW ; + option clear = SURPLUSBRANCHFLOW ; + option clear = DEFICITMNODECONSTRAINT ; + option clear = SURPLUSMNODECONSTRAINT ; + + option clear = SCARCITYCOST; + option clear = ENERGYSCARCITYBLK ; + option clear = ENERGYSCARCITYNODE; + + option clear = RESERVESHORTFALLBLK; + option clear = RESERVESHORTFALL; + option clear = RESERVESHORTFALLUNITBLK; + option clear = RESERVESHORTFALLUNIT; + option clear = RESERVESHORTFALLGROUPBLK; + option clear = RESERVESHORTFALLGROUP; + +* Clear the pole circular branch flow flag + option clear = circularBranchFlowExist ; + option clear = poleCircularBranchFlowExist ; + option clear = northHVDC ; + option clear = southHVDC ; + option clear = manualBranchSegmentMWFlow ; + option clear = manualLossCalculation ; + option clear = nonPhysicalLossExist ; + option clear = modelSolved ; + option clear = LPmodelSolved ; +* Disconnected bus post-processing + option clear = busGeneration ; + option clear = busLoad ; + option clear = busDisconnected ; + option clear = busPrice ; + + +* End reset + + +* 7b. Initialise current trade period and model data ------------------------- + t(dt) $ sequentialSolve = yes; + t(dt1) $ (not sequentialSolve) = yes; + +* Update initial MW if run NRSS, PRSS, NRSL, PRSL + generationStart(offer(t(dt),o)) + $ (sum[ o1, generationStart(dt,o1)] = 0) + = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; + +* Additional pre-processing on parameters end + + +* 7c. Updating the variable bounds before model solve ------------------------ + +* TN - Pivot or Demand Analysis - revise input data +$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_2.gms" +$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_2.gms" +* TN - Pivot or Demand Analysis - revise input data end + +*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== + +* Offer blocks - Constraint 6.1.1.1 + GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) + = EnrgOfrMW(genOfrBlk) ; + + GENERATIONBLOCK.fx(t,o,blk) + $ (not genOfrBlk(t,o,blk)) = 0 ; + +* Constraint 6.1.1.2 - Fix the invalid generation to Zero + GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; + +* Constraint 6.1.1.3 - Set Upper Bound for intermittent generation + GENERATION.up(offer(t,o)) + $ { windOffer(offer) and priceResponsive(offer) } + = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; + +* Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid + PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) + = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; + + PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) + = 0 $ [DemBidMW(t,bd,blk)>0]; + +* Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid + PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) $ [DemBidMW(t,bd,blk)<0] = 0; + + PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) + = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; + + PURCHASEBLOCK.fx(t,bd,blk) + $ (not demBidBlk(t,bd,blk)) + = 0 ; + + PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; + +* Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block + ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; + ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; + ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; + +*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== + + +*======= HVDC TRANSMISSION EQUATIONS =========================================== + +* Ensure that variables used to specify flow and losses on HVDC link are +* zero for AC branches and for open HVDC links. + HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; + HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; + +* Apply an upper bound on the weighting parameter based on its definition + LAMBDA.up(branch,bp) = 1 ; + +* Ensure that the weighting factor value is zero for AC branches and for +* invalid loss segments on HVDC links + LAMBDA.fx(HVDClink,bp) + $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; + LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; + +*======= HVDC TRANSMISSION EQUATIONS END ======================================= + + +*======= AC TRANSMISSION EQUATIONS ============================================= + +* Ensure that variables used to specify flow and losses on AC branches are +* zero for HVDC links branches and for open AC branches + ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; + ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; + ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; + +* Ensure directed block flow and loss block variables are zero for +* non-AC branches and invalid loss segments on AC branches + ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) + $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; + + ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) + $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; + + +* Constraint 6.4.1.10 - Ensure that the bus voltage angle for the buses +* corresponding to the reference nodes are set to zero + ACNODEANGLE.fx(t,b) + $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; + +*======= AC TRANSMISSION EQUATIONS END ========================================= + + +*======= RISK & RESERVE EQUATIONS ============================================== + +* Ensure that all the invalid reserve blocks are set to zero for offers and purchasers + RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) + $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; + +* Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. + RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) + = ResOfrMW(resOfrBlk) ; + +* Fix the reserve variable for invalid reserve offers. These are offers that +* are either not connected to the grid or have no reserve quantity offered. + RESERVE.fx(t,o,resC,resT) + $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; + +* NMIR project variables + HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; + HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; + +* Total shared NFR is capped by shared NFR max(6.5.2.3) + SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; + +* No forward reserve sharing if HVDC capacity is zero + RESERVESHARESENT.fx(t,isl,resC,rd) + $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; + +* No forward reserve sharing if reserve sharing is disabled + RESERVESHARESENT.fx(t,isl,resC,rd) + $ (reserveShareEnabled(t,resC)=0) = 0; + +* No reserve sharing to cover HVDC risk + RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; + RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; + +* (6.5.2.16) - SPD version 11 - no RP zone if reserve round power disabled + INZONE.fx(t,isl,resC,z) + $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; + +* (6.5.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled + INZONE.fx(t,isl,resC,z) + $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; + +* Fixing Lambda integer variable for energy sent + LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) + and (ord(bp) = 1) } = 1 ; + + LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; + +* To be reviewed NMIR + LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) + $ { (HVDCCapacity(t,isl) = 0) + and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; + + LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) + $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) + and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; + +* Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall + RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALL.fx(t,isl,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; + + RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; + + RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; +; + + +*======= RISK & RESERVE EQUATIONS END ========================================== + + +* Updating the variable bounds before model solve end + + +* 7d. Solve Models + +* Solve the LP model --------------------------------------------------------- + if( (Sum[t, VSPDModel(t)] = 0), + + if( UseShareReserve, + option bratio = 1 ; + vSPD_NMIR.Optfile = 1 ; + vSPD_NMIR.optcr = MIPOptimality ; + vSPD_NMIR.reslim = MIPTimeLimit ; + vSPD_NMIR.iterlim = MIPIterationLimit ; + solve vSPD_NMIR using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) + or (vSPD_NMIR.modelstat = 8) ) + and ( vSPD_NMIR.solvestat = 1 ) } ; + else + option bratio = 1 ; + vSPD.reslim = LPTimeLimit ; + vSPD.iterlim = LPIterationLimit ; + solve vSPD using lp maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; + ) + +* Post a progress message to the console and for use by EMI. + if((ModelSolved = 1) and (sequentialSolve = 0), + putclose rep 'The case: %GDXname% ' + 'is solved successfully.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violation Cost : ' + TOTALPENALTYCOST.l:<15:4 / + elseif((ModelSolved = 0) and (sequentialSolve = 0)), + putclose rep 'The case: %GDXname% ' + 'is solved unsuccessfully.'/ + ) ; + + if((ModelSolved = 1) and (sequentialSolve = 1), + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is solved successfully.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + ) ; + elseif((ModelSolved = 0) and (sequentialSolve = 1)), + loop(t, + unsolvedDT(t) = no; + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is solved unsuccessfully.'/ + ) ; + + ) ; +* Solve the LP model end ----------------------------------------------------- + + +* Solve the vSPD_BranchFlowMIP ----------------------------------------------- + elseif (Sum[t, VSPDModel(t)] = 1), +* Fix the values of these integer variables that are not needed + ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) + $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; + +* Fix the integer AC branch flow variable to zero for invalid branches + ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) + $ (not branch(t,br)) = 0 ; + +* Apply an upper bound on the integer weighting parameter + LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; + +* Ensure that the weighting factor value is zero for AC branches +* and for invalid loss segments on HVDC links + LAMBDAINTEGER.fx(branch(t,br),bp) + $ { ACbranch(branch) + or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) + } = 0 ; + +* Fix the lambda integer variable to zero for invalid branches + LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; + + option bratio = 1 ; + vSPD_BranchFlowMIP.Optfile = 1 ; + vSPD_BranchFlowMIP.optcr = MIPOptimality ; + vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; + vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; + solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or + (vSPD_BranchFlowMIP.modelstat = 8) + ] + and + [ vSPD_BranchFlowMIP.solvestat = 1 ] + } ; + +* Post a progress message for use by EMI. + if(ModelSolved = 1, + +* TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve + SOS1_solve(t) = yes; + + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is solved successfully for branch integer.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + ) ; + else + loop(t, + unsolvedDT(t) = yes; + VSPDModel(t) = 2; + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is solved unsuccessfully for branch integer.'/ + ) ; + ) ; +* Solve the vSPD_BranchFlowMIP model end ------------------------------------- + + +* Solve the LP model and stop ------------------------------------------------ + elseif (Sum[t, VSPDModel(t)] = 2), + + if( UseShareReserve, + option bratio = 1 ; + vSPD_NMIR.Optfile = 1 ; + vSPD_NMIR.optcr = MIPOptimality ; + vSPD_NMIR.reslim = MIPTimeLimit ; + vSPD_NMIR.iterlim = MIPIterationLimit ; + solve vSPD_NMIR using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) + or (vSPD_NMIR.modelstat = 8) ) + and ( vSPD_NMIR.solvestat = 1 ) } ; + else + option bratio = 1 ; + vSPD.reslim = LPTimeLimit ; + vSPD.iterlim = LPIterationLimit ; + solve vSPD using lp maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; + ) + +* Post a progress message for use by EMI. + if( ModelSolved = 1, + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ')' + ' integer resolve was unsuccessful.' / + 'Reverting back to linear solve and ' + 'solve successfully. ' / + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + 'Solution may have circulating flows ' + 'and/or non-physical losses.' / + ) ; + else + loop(t, + putclose rep 'The case: %GDXname% (' t.tl + ') integer solve was unsuccessful. ' + 'Reverting back to linear solve. ' + 'Linear solve unsuccessful.' / + ) ; + ) ; + + unsolvedDT(t) = no; + +* Solve the LP model and stop end -------------------------------------------- + + ) ; +* Solve the models end + + + +* 6e. Check if the LP results are valid -------------------------------------- + if((ModelSolved = 1), + useBranchFlowMIP(t) = 0 ; +* Check if there is no branch circular flow and non-physical losses + Loop( t $ (VSPDModel(t)=0) , + +* Check if there are circulating branch flows on loss AC branches + circularBranchFlowExist(ACbranch(t,br)) + $ { LossBranch(ACbranch) and + [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] + - abs(ACBRANCHFLOW.l(ACbranch)) + ) > circularBranchFlowTolerance + ] + } = 1 ; + +* Determine the circular branch flow flag on each HVDC pole + TotalHVDCpoleFlow(t,pole) + = sum[ br $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW.l(t,br) ] ; + + MaxHVDCpoleFlow(t,pole) + = smax[ br $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW.l(t,br) ] ; + + poleCircularBranchFlowExist(t,pole) + $ { ( TotalHVDCpoleFlow(t,pole) + - MaxHVDCpoleFlow(t,pole) + ) > circularBranchFlowTolerance + } = 1 ; + +* Check if there are circulating branch flows on HVDC + NorthHVDC(t) + = sum[ (isl,b,br) $ { (ord(isl) = 2) and + busIsland(t,b,isl) and + HVDClinkSendingBus(t,br,b) and + HVDClink(t,br) + }, HVDCLINKFLOW.l(t,br) + ] ; + + SouthHVDC(t) + = sum[ (isl,b,br) $ { (ord(isl) = 1) and + busIsland(t,b,isl) and + HVDClinkSendingBus(t,br,b) and + HVDClink(t,br) + }, HVDCLINKFLOW.l(t,br) + ] ; + + circularBranchFlowExist(t,br) + $ { HVDClink(t,br) and LossBranch(t,br) and + (NorthHVDC(t) > circularBranchFlowTolerance) and + (SouthHVDC(t) > circularBranchFlowTolerance) + } = 1 ; + +* Check if there are non-physical losses on HVDC links + ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) + $ { ( ord(los) <= branchLossBlocks(HVDClink) ) + and validLossSegment(t,br,los,fd) } + = Min[ Max( 0, + [ abs(HVDCLINKFLOW.l(HVDClink)) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ] + ), + ( LossSegmentMW(HVDClink,los,fd) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ) + ] ; + + ManualLossCalculation(LossBranch(HVDClink(t,br))) + = sum[ (los,fd) $ validLossSegment(t,br,los,fd) + , LossSegmentFactor(HVDClink,los,fd) + * ManualBranchSegmentMWFlow(HVDClink,los,fd) + ] ; + + NonPhysicalLossExist(LossBranch(HVDClink(t,br))) + $ { abs( HVDCLINKLOSSES.l(HVDClink) + - ManualLossCalculation(HVDClink) + ) > NonPhysicalLossTolerance + } = 1 ; + +* Set UseBranchFlowMIP = 1 if the number of circular branch flow +* and non-physical loss branches exceeds the specified tolerance + useBranchFlowMIP(t) + $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } + , resolveCircularBranchFlows + * circularBranchFlowExist(t,br) + ] + + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } + , resolveCircularBranchFlows + * circularBranchFlowExist(t,br) + + resolveHVDCnonPhysicalLosses + * NonPhysicalLossExist(t,br) + ] + + sum[ pole, resolveCircularBranchFlows + * poleCircularBranchFlowExist(t,pole) + ] + ) > UseBranchFlowMIPTolerance + } = 1 ; + +* Check if there is no branch circular flow and non-physical losses end + ); + +* A period is unsolved if MILP model is required + unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; + +* Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. + loop( unsolvedDT(t), + if( UseBranchFlowMIP(t) >= 1, + VSPDModel(t) = 1; + putclose rep 'The case: %GDXname% requires a ' + 'vSPD_BranchFlowMIP resolve for period ' + t.tl '. Switching Vectorisation OFF.'/ + ) ; + + ) ; + + sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; + exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; + +* Check if the LP results are valid end + ) ; + + + +* 6f. Check for disconnected nodes and adjust prices accordingly ------------- + +* See Rule Change Proposal August 2008 - Disconnected nodes available at +* www.systemoperator.co.nz/reports-papers +$ontext + Disconnected nodes are defined as follows: + Pre-MSP: Have no generation or load, are disconnected from the network + and has a price = CVP. + Post-MSP: Indication to SPD whether a bus is dead or not. + Dead buses are not processed by the SPD solved + Disconnected nodes' prices set by the post-process with the following rules: + Scenario A/B/D: Price for buses in live electrical island determined + by the solved + Scenario C/F/G/H/I: Buses in the dead electrical island with: + a. Null/zero load: Marked as disconnected with $0 price. + b. Positive load: Price = CVP for deficit generation + c. Negative load: Price = -CVP for surplus generation + Scenario E: Price for bus in live electrical island with zero load needs to + be adjusted since actually is disconnected. + + The Post-MSP implementation imply a mapping of a bus to an electrical island + and an indication of whether this electrical island is live of dead. + The correction of the prices is performed by SPD. +$offtext + + busGeneration(bus(t,b)) + = sum[ (o,n) $ { offerNode(t,o,n) and NodeBus(t,n,b) } + , NodeBusAllocationFactor(t,n,b) * GENERATION.l(t,o) + ] ; + + busLoad(bus(t,b)) + = sum[ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * RequiredLoad(t,n) + ] ; + + busPrice(bus(t,b)) = ACnodeNetInjectionDefinition2.m(t,b) ; + + if((disconnectedNodePriceCorrection = 1), +* Post-MSP cases +* Scenario C/F/G/H/I: + busDisconnected(bus(t,b)) $ { (busLoad(bus) = 0) + and (busElectricalIsland(bus) = 0) + } = 1 ; +* Scenario E: + busDisconnected(bus(t,b)) + $ { ( sum[ b1 $ { busElectricalIsland(t,b1) + = busElectricalIsland(bus) } + , busLoad(t,b1) ] = 0 + ) and + ( busElectricalIsland(bus) > 0 ) + } = 1 ; +* Set prices at dead buses with non-zero load + busPrice(bus(t,b)) $ { (busLoad(bus) > 0) and + (busElectricalIsland(bus)= 0) + } = DeficitBusGenerationPenalty ; + + busPrice(bus(t,b)) $ { (busLoad(bus) < 0) and + (busElectricalIsland(bus)= 0) + } = -SurplusBusGenerationPenalty ; + +* Set price at identified disconnected buses to 0 + busPrice(bus)$busDisconnected(bus) = 0 ; + ) ; + +* End Check for disconnected nodes and adjust prices accordingly + +* TN - Replacing invalid prices after SOS1 +* 6f0. Replacing invalid prices after SOS1 (7.1.3)---------------------------- + if ( SOS1_solve(dt), + busSOSinvalid(dt,b) + = 1 $ { [ ( busPrice(dt,b) = 0 ) + or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) + or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) + ] + and bus(dt,b) + and [ not busDisconnected(dt,b) ] + and [ busLoad(dt,b) = busGeneration(dt,b) ] + and [ sum[(br,fd) + $ { BranchBusConnect(dt,br,b) and branch(dt,br) } + , ACBRANCHFLOWDIRECTED.l(dt,br,fd) + ] = 0 + ] + and [ sum[ br + $ { BranchBusConnect(dt,br,b) and branch(dt,br) } + , 1 + ] > 0 + ] + }; + numberofbusSOSinvalid(dt) = 2*sum[b, busSOSinvalid(dt,b)]; + While ( sum[b, busSOSinvalid(dt,b)] < numberofbusSOSinvalid(dt) , + numberofbusSOSinvalid(dt) = sum[b, busSOSinvalid(dt,b)]; + busPrice(dt,b) + $ { busSOSinvalid(dt,b) + and ( sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] + and sum[ br $ { branch(dt,br) + and BranchBusConnect(dt,br,b) + and BranchBusConnect(dt,br,b1) + }, 1 + ] + }, 1 + ] > 0 + ) + } + = sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] + and sum[ br $ { branch(dt,br) + and BranchBusConnect(dt,br,b) + and BranchBusConnect(dt,br,b1) + }, 1 ] + }, busPrice(dt,b1) + ] + / sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] + and sum[ br $ { branch(dt,br) + and BranchBusConnect(dt,br,b) + and BranchBusConnect(dt,br,b1) + }, 1 ] + }, 1 + ]; + + busSOSinvalid(dt,b) + = 1 $ { [ ( busPrice(dt,b) = 0 ) + or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) + or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) + ] + and bus(dt,b) + and [ not busDisconnected(dt,b) ] + and [ busLoad(dt,b) = busGeneration(dt,b) ] + and [ sum[(br,fd) + $ { BranchBusConnect(dt,br,b) and branch(dt,br) } + , ACBRANCHFLOWDIRECTED.l(dt,br,fd) + ] = 0 + ] + and [ sum[ br + $ { BranchBusConnect(dt,br,b) and branch(dt,br) } + , 1 + ] > 0 + ] + }; + ); + ); +* End Replacing invalid prices after SOS1 (7.1.3) ---------------------------- + + +* 6g. Collect and store results of solved periods into output parameters ----- +* Note: all the price relating outputs such as costs and revenues are calculated in section 7.b + +$iftheni.PeriodReport %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3.gms" +$elseifi.PeriodReport %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_3.gms" +$elseifi.PeriodReport %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_3.gms" +$elseifi.PeriodReport %opMode%=='DPS' $include "Demand\vSPDSolveDPS_3.gms" + +$else.PeriodReport +$onend +* Normal vSPD run - write results out for for reporting + Loop t $ (not unsolvedDT(t)) do +* Reporting at trading period start +* Node level output + o_nodeGeneration_TP(t,n) $ Node(t,n) + = sum[ o $ offerNode(t,o,n), GENERATION.l(t,o) ] ; + + o_nodeLoad_TP(t,n) $ Node(t,n) + = RequiredLoad(t,n) + + Sum[ bd $ bidNode(t,bd,n), PURCHASE.l(t,bd) ]; + + o_nodePrice_TP(t,n) $ Node(t,n) + = sum[ b $ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * busPrice(t,b) + ] ; + + if { runPriceTransfer(t) + and ( (studyMode = 101) or (studyMode = 201) or (studyMode = 130)) + } then + o_nodeDead_TP(t,n) + = 1 $ ( sum[b $ {NodeBus(t,n,b) and (not busDisconnected(t,b)) + }, NodeBusAllocationFactor(t,n,b) ] = 0 ) ; + + o_nodeDeadPriceFrom_TP(t,n,n1) + = 1 $ {o_nodeDead_TP(t,n) and node2node(t,n,n1)}; + + o_nodeDeadPrice_TP(t,n) $ o_nodeDead_TP(t,n) = 1; + + While sum[ n $ o_nodeDead_TP(t,n), o_nodeDeadPrice_TP(t,n) ] do + o_nodePrice_TP(t,n) + $ { o_nodeDead_TP(t,n) and o_nodeDeadPrice_TP(t,n) } + = sum[n1 $ o_nodeDeadPriceFrom_TP(t,n,n1) + , o_nodePrice_TP(t,n1) ] ; + + o_nodeDeadPrice_TP(t,n) + = 1 $ sum[n1 $ o_nodeDead_TP(t,n1) + , o_nodeDeadPriceFrom_TP(t,n,n1) ]; + + o_nodeDeadPriceFrom_TP(t,n,n2) $ o_nodeDeadPrice_TP(t,n) + = 1 $ { sum[ n1 $ { node2node(t,n1,n2) + and o_nodeDeadPriceFrom_TP(t,n,n1) }, 1 ] + } ; + + o_nodeDeadPriceFrom_TP(t,n,n1) $ o_nodeDead_TP(t,n1) = 0 ; + + endwhile + endif; + +* Offer output + o_offerEnergy_TP(t,o) $ offer(t,o) = GENERATION.l(t,o) ; + + o_offerRes_TP(t,o,resC) $ offer(t,o) + = sum[ resT, RESERVE.l(t,o,resC,resT) ] ; + + o_offerFIR_TP(t,o) $ offer(t,o) + = sum[ resC $ (ord(resC) = 1),o_offerRes_TP(t,o,resC) ] ; + + o_offerSIR_TP(t,o) $ offer(t,o) + = sum[ resC $ (ord(resC) = 2),o_offerRes_TP(t,o,resC) ] ; + +* Risk group output + o_groupEnergy_TP(t,rg,GenRisk) + = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerEnergy_TP(t,o) ]; + + o_groupFKband_TP(t,rg,GenRisk) + = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), FKBand(t,o) ]; + + o_groupRes_TP(t,rg,resC,GenRisk) + = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerRes_TP(t,o,resC)]; + +* Bus level output + o_busGeneration_TP(t,b) $ bus(t,b) = busGeneration(t,b) ; + + o_busLoad_TP(t,b) $ bus(t,b) + = busLoad(t,b) + + Sum[ (bd,n) $ { bidNode(t,bd,n) and NodeBus(t,n,b) } + , PURCHASE.l(t,bd) ]; + + o_busPrice_TP(t,b) $ bus(t,b) = busPrice(t,b) ; + + o_busDeficit_TP(t,b) $ bus(t,b) + = DEFICITBUSGENERATION.l(t,b) + + sum[n, NodeBusAllocationFactor(t,n,b)*ENERGYSCARCITYNODE.l(t,n)]; + + o_busSurplus_TP(t,b)$bus(t,b) = SURPLUSBUSGENERATION.l(t,b) ; + +* Node level output + + totalBusAllocation(t,b) $ bus(t,b) + = sum[ n $ Node(t,n), NodeBusAllocationFactor(t,n,b)]; + + busNodeAllocationFactor(t,b,n) $ (totalBusAllocation(t,b) > 0) + = NodeBusAllocationFactor(t,n,b) / totalBusAllocation(t,b) ; + +* TN - post processing unmapped generation deficit buses start +$ontext +The following code is added post-process generation deficit bus that is not +mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a +deficit is detected at a bus that does not map directly to a pnode, SPD creates +a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a +pnode. The price at the deficit bus is assigned directly to the pnode, +overwriting any weighted price that post-processing originally calculated for +the pnode. This is based on email from Nic Deller +on 25 Feb 2015. +The code is modified again on 16 Feb 2016 to avoid infinite loop when there are +many generation deficit buses. +This code is used to post-process generation deficit bus that is not mapped to +$offtext + unmappedDeficitBus(t,b) $ o_busDeficit_TP(t,b) + = yes $ (Sum[ n, busNodeAllocationFactor(t,b,n)] = 0); + + changedDeficitBus(t,b) = no; + + If Sum[b $ unmappedDeficitBus(t,b), 1] then + + temp_busDeficit_TP(t,b) = o_busDeficit_TP(t,b); + + Loop b $ unmappedDeficitBus(t,b) do + o_busDeficit_TP(t,b1) + $ { Sum[ br $ { ( branchLossBlocks(t,br)=0 ) + and ( branchBusDefn(t,br,b1,b) + or branchBusDefn(t,br,b,b1) ) + }, 1 ] + } = o_busDeficit_TP(t,b1) + o_busDeficit_TP(t,b) ; + + changedDeficitBus(t,b1) + $ Sum[ br $ { ( branchLossBlocks(t,br)=0 ) + and ( branchBusDefn(t,br,b1,b) + or branchBusDefn(t,br,b,b1) ) + }, 1 ] = yes; + + unmappedDeficitBus(t,b) = no; + changedDeficitBus(t,b) = no; + o_busDeficit_TP(t,b) = 0; + EndLoop; + + Loop n $ sum[ b $ changedDeficitBus(t,b) + , busNodeAllocationFactor(t,b,n)] do + o_nodePrice_TP(t,n) = deficitBusGenerationPenalty ; + o_nodeDeficit_TP(t,n) = sum[ b $ busNodeAllocationFactor(t,b,n), + busNodeAllocationFactor(t,b,n) + * o_busDeficit_TP(t,b) ] ; + EndLoop; + + o_busDeficit_TP(t,b) = temp_busDeficit_TP(t,b); + Endif; +* TN - post processing unmapped generation deficit buses end + + o_nodeDeficit_TP(t,n) $ Node(t,n) + = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) + * DEFICITBUSGENERATION.l(t,b) ] ; + + o_nodeSurplus_TP(t,n) $ Node(t,n) + = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) + * SURPLUSBUSGENERATION.l(t,b) ] ; + +* branch output + o_branchFlow_TP(t,br) $ ACbranch(t,br) = ACBRANCHFLOW.l(t,br); + + o_branchFlow_TP(t,br) $ HVDClink(t,br) = HVDCLINKFLOW.l(t,br); + + o_branchDynamicLoss_TP(t,br) $ ACbranch(t,br) + = sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] ; + + o_branchDynamicLoss_TP(t,br) $ HVDClink(t,br) + = HVDCLINKLOSSES.l(t,br) ; + + o_branchFixedLoss_TP(t,br) $ branch(t,br) + = branchFixedLoss(t,br) ; + + o_branchTotalLoss_TP(t,br) $ branch(t,br) + = o_branchDynamicLoss_TP(t,br) + o_branchFixedLoss_TP(t,br) ; + + o_branchMarginalPrice_TP(t,br) $ ACbranch(t,br) + = sum[ fd, ACbranchMaximumFlow.m(t,br,fd) ] ; + + o_branchMarginalPrice_TP(t,br) $ HVDClink(t,br) + = HVDClinkMaximumFlow.m(t,br) ; + + o_branchCapacity_TP(t,br) $ branch(t,br) + = sum[ fd $ ( ord(fd) = 1 ) + , branchCapacity(t,br,fd) + ] $ { o_branchFlow_TP(t,br) >= 0 } + + sum[ fd $ ( ord(fd) = 2 ) + , branchCapacity(t,br,fd) + ] $ { o_branchFlow_TP(t,br) < 0 } ; + +* bid output + o_bidEnergy_TP(t,bd) $ bid(t,bd) = PURCHASE.l(t,bd) ; + + o_bidTotalMW_TP(t,bd) $ bid(t,bd) + = sum[ blk, DemBidMW(t,bd,blk) ] ; + +* Violation reporting based on the CE and ECE + o_ResViolation_TP(t,isl,resC) + = DEFICITRESERVE_CE.l(t,isl,resC) + + DEFICITRESERVE_ECE.l(t,isl,resC) ; + + o_FIRviolation_TP(t,isl) + = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(t,isl,resC) ] ; + + o_SIRviolation_TP(t,isl) + = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(t,isl,resC) ] ; + +* Risk marginal prices and shortfall outputs + o_GenRiskPrice_TP(t,isl,o,resC,GenRisk) + = -GenIslandRiskCalculation_1.m(t,isl,o,resC,GenRisk) ; + + o_GenRiskShortfall_TP(t,isl,o,resC,GenRisk) + = RESERVESHORTFALLUNIT.l(t,isl,o,resC,GenRisk) ; + + o_HVDCSecRiskPrice_TP(t,isl,o,resC,HVDCSecRisk) + = -HVDCIslandSecRiskCalculation_GEN_1.m(t,isl,o,resC,HVDCSecRisk) ; + + o_HVDCSecRiskShortfall_TP(t,isl,o,resC,HVDCSecRisk) + = RESERVESHORTFALLUNIT.l(t,isl,o,resC,HVDCSecRisk) ; + + o_GenRiskGroupPrice_TP(t,isl,rg,resC,GenRisk) + = -GenIslandRiskGroupCalculation_1.m(t,isl,rg,resC,GenRisk) ; + + o_GenRiskGroupShortfall_TP(t,isl,rg,resC,GenRisk) + = RESERVESHORTFALLGROUP.l(t,isl,rg,resC,GenRisk) ; + + o_HVDCRiskPrice_TP(t,isl,resC,HVDCrisk) + = -HVDCIslandRiskCalculation.m(t,isl,resC,HVDCrisk); + + o_HVDCRiskShortfall_TP(t,isl,resC,HVDCrisk) + = RESERVESHORTFALL.l(t,isl,resC,HVDCrisk); + + + o_ManualRiskPrice_TP(t,isl,resC,ManualRisk) + = -ManualIslandRiskCalculation.m(t,isl,resC,ManualRisk) ; + + o_ManualRiskShortfall_TP(t,isl,resC,ManualRisk) + = RESERVESHORTFALL.l(t,isl,resC,ManualRisk) ; + + o_HVDCSecManualRiskPrice_TP(t,isl,resC,HVDCSecRisk) + = -HVDCIslandSecRiskCalculation_Manu_1.m(t,isl,resC,HVDCSecRisk); + + o_HVDCSecManualRiskShortfall_TP(t,isl,resC,HVDCSecRisk) + = RESERVESHORTFALL.l(t,isl,resC,HVDCSecRisk) ; + +* Security constraint data + + o_brConstraintSense_TP(t,brCstr) $ branchConstraint(t,brCstr) + = branchConstraintSense(t,brCstr) ; + + o_brConstraintLHS_TP(t,brCstr) $ branchConstraint(t,brCstr) + = [ branchSecurityConstraintLE.l(t,brCstr) + $ (branchConstraintSense(t,brCstr) = -1) ] ; + + o_brConstraintRHS_TP(t,brCstr) $ branchConstraint(t,brCstr) + = branchConstraintLimit(t,brCstr) ; + + o_brConstraintPrice_TP(t,brCstr) $ branchConstraint(t,brCstr) + = [ branchSecurityConstraintLE.m(t,brCstr) + $ (branchConstraintSense(t,brCstr) = -1) ] ; + +* Mnode constraint data + o_MnodeConstraintSense_TP(t,MnodeCstr) + $ MnodeConstraint(t,MnodeCstr) + = MnodeConstraintSense(t,MnodeCstr) ; + + o_MnodeConstraintLHS_TP(t,MnodeCstr) + $ MnodeConstraint(t,MnodeCstr) + = [ MnodeSecurityConstraintLE.l(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] + + [ MnodeSecurityConstraintGE.l(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] + + [ MnodeSecurityConstraintEQ.l(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; + + o_MnodeConstraintRHS_TP(t,MnodeCstr) + $ MnodeConstraint(t,MnodeCstr) + = MnodeConstraintLimit(t,MnodeCstr) ; + + o_MnodeConstraintPrice_TP(t,MnodeCstr) + $ MnodeConstraint(t,MnodeCstr) + = [ MnodeSecurityConstraintLE.m(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] + + [ MnodeSecurityConstraintGE.m(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] + + [ MnodeSecurityConstraintEQ.m(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; + +* Island output + o_ResPrice_TP(t,isl,resC)= IslandReserveCalculation.m(t,isl,resC); + + o_FIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 1) + , o_ResPrice_TP(t,isl,resC) ]; + + o_SIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 2) + , o_ResPrice_TP(t,isl,resC) ]; + + o_islandGen_TP(t,isl) + = sum[ b $ busIsland(t,b,isl), busGeneration(t,b) ] ; + + o_islandClrBid_TP(t,isl) + = sum[ bd $ bidIsland(t,bd,isl), PURCHASE.l(t,bd) ] ; + + o_islandLoad_TP(t,isl) + = sum[ b $ busIsland(t,b,isl), busLoad(t,b) ] + + o_islandClrBid_TP(t,isl) ; + + o_ResCleared_TP(t,isl,resC) = ISLANDRESERVE.l(t,isl,resC); + + o_FirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 1) + , o_ResCleared_TP(t,isl,resC) ]; + + o_SirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 2) + , o_ResCleared_TP(t,isl,resC) ]; + + o_islandBranchLoss_TP(t,isl) + = sum[ (br,frB,toB) + $ { ACbranch(t,br) and busIsland(t,toB,isl) + and branchBusDefn(t,br,frB,toB) + }, o_branchTotalLoss_TP(t,br) ] ; + + o_HVDCflow_TP(t,isl) + = sum[ (br,frB,toB) + $ { HVDClink(t,br) and busIsland(t,frB,isl) + and branchBusDefn(t,br,frB,toB) + }, o_branchFlow_TP(t,br) ] ; + + + o_HVDCpoleFixedLoss_TP(t,isl) + = sum[ (br,frB,toB) $ { HVDClink(t,br) and + branchBusDefn(t,br,frB,toB) and + ( busIsland(t,toB,isl) or + busIsland(t,frB,isl) + ) + }, 0.5 * o_branchFixedLoss_TP(t,br) + ] ; + + o_HVDCloss_TP(t,isl) + = o_HVDCpoleFixedLoss_TP(t,isl) + + sum[ (br,frB,toB) $ { HVDClink(t,br) and + branchBusDefn(t,br,frB,toB) and + busIsland(t,toB,isl) and + (not (busIsland(t,frB,isl))) + }, o_branchDynamicLoss_TP(t,br) + ] ; + + o_HVDCreceived(t,isl) = HVDCREC.l(t,isl); + + o_HVDCRiskSubtractor(t,isl,resC,HVDCrisk) + = RISKOFFSET.l(t,isl,resC,HVDCrisk) ; + +* TN - The code below is added for NMIR project ================================ + o_EffectiveRes_TP(t,isl,resC,riskC) $ reserveShareEnabled(t,resC) + = RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ; + + If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(t,resC)] then + + o_FirSent_TP(t,isl) + = Sum[ (rd,resC) $ (ord(resC) = 1) + , RESERVESHARESENT.l(t,isl,resC,rd)]; + + o_FirReceived_TP(t,isl) + = Sum[ (rd,resC) $ (ord(resC) = 1) + , RESERVESHARERECEIVED.l(t,isl,resC,rd) ]; + + o_FirEffectiveCE_TP(t,isl) + = Smax[ (resC,riskC) + $ { (ord(resC) = 1) and ContingentEvents(riskC) } + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + o_FirEffectiveECE_TP(t,isl) + = Smax[ (resC,riskC) + $ { (ord(resC) = 1) and ExtendedContingentEvent(riskC) } + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + o_FirEffReport_TP(t,isl) + = Smax[ (resC,riskC) $ (ord(resC)=1) + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + Endif; + + If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(t,resC)] then + + o_SirSent_TP(t,isl) + = Sum[ (rd,resC) $ (ord(resC) = 2), + RESERVESHARESENT.l(t,isl,resC,rd) ]; + + o_SirReceived_TP(t,isl) + = Sum[ (fd,resC) $ (ord(resC) = 2), + RESERVESHARERECEIVED.l(t,isl,resC,fd) ]; + + o_SirEffectiveCE_TP(t,isl) + = Smax[ (resC,riskC) + $ { (ord(resC) = 2) and ContingentEvents(riskC) } + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + o_SirEffectiveECE_TP(t,isl) + = Smax[ (resC,riskC) + $ { (ord(resC) = 2) and ExtendedContingentEvent(riskC) } + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + o_SirEffReport_TP(t,isl) + = Smax[ (resC,riskC) $ (ord(resC)=2) + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + Endif; + + o_TotalIslandReserve(t,isl,resC,riskC) + = o_ResCleared_TP(t,isl,resC) + o_EffectiveRes_TP(t,isl,resC,riskC); + + +* TN - The code for NMIR project end =========================================== + +* Additional output for audit reporting + o_ACbusAngle(t,b) = ACNODEANGLE.l(t,b) ; + +* Check if there are non-physical losses on AC branches + ManualBranchSegmentMWFlow(LossBranch(ACbranch(t,br)),los,fd) + $ { ( ord(los) <= branchLossBlocks(ACbranch) ) + and validLossSegment(ACbranch,los,fd) + and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) + } + = Min[ Max( 0, + [ abs(o_branchFlow_TP(t,br)) + - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] + ] + ), + ( LossSegmentMW(ACbranch,los,fd) + - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] + ) + ] ; + + ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) + $ { ( ord(los) <= branchLossBlocks(HVDClink) ) + and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) + } + = Min[ Max( 0, + [ abs(o_branchFlow_TP(t,br)) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ] + ), + ( LossSegmentMW(HVDClink,los,fd) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ) + ] ; + + ManualLossCalculation(LossBranch(branch(t,br))) + = sum[ (los,fd), LossSegmentFactor(branch,los,fd) + * ManualBranchSegmentMWFlow(branch,los,fd) ] ; + + o_nonPhysicalLoss(t,br) = o_branchDynamicLoss_TP(t,br) + - ManualLossCalculation(t,br) ; + + o_lossSegmentBreakPoint(t,br,los) + = sum [ fd $ { validLossSegment(t,br,los,fd) + and (ord(fd) = 1) + }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } + + sum [ fd $ { validLossSegment(t,br,los,fd) + and (ord(fd) = 2) + }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } + ; + + o_lossSegmentFactor(t,br,los) + = sum [ fd $ { validLossSegment(t,br,los,fd) + and (ord(fd) = 1) + }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } + + sum [ fd $ { validLossSegment(t,br,los,fd) + and (ord(fd) = 2) + }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } + ; + + o_PLRO_FIR_TP(t,o) $ offer(t,o) + = sum[(resC,PLRO) $ (ord(resC)=1) + , RESERVE.l(t,o,resC,PLRO) ] ; + + o_PLRO_SIR_TP(t,o) $ offer(t,o) + = sum[(resC,PLRO) $ (ord(resC)=2) + , RESERVE.l(t,o,resC,PLRO)] ; + + o_TWRO_FIR_TP(t,o) $ offer(t,o) + = sum[(resC,TWRO) $ (ord(resC)=1) + , RESERVE.l(t,o,resC,TWRO)] ; + + o_TWRO_SIR_TP(t,o) $ offer(t,o) + = sum[(resC,TWRO) $ (ord(resC)=2) + , RESERVE.l(t,o,resC,TWRO)] ; + + o_ILRO_FIR_TP(t,o) $ offer(t,o) + = sum[ (resC,ILRO) $ (ord(resC)=1) + , RESERVE.l(t,o,resC,ILRO)] ; + + o_ILRO_SIR_TP(t,o) $ offer(t,o) + = sum[ (resC,ILRO) $ (ord(resC)=2) + , RESERVE.l(t,o,resC,ILRO)] ; + + o_ILbus_FIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and + offerNode(t,o,n) + }, o_ILRO_FIR_TP(t,o) ] ; + + o_ILbus_SIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and + offerNode(t,o,n) + }, o_ILRO_SIR_TP(t,o) ] ; + + o_generationRiskLevel(t,isl,o,resC,GenRisk) + = GENISLANDRISK.l(t,isl,o,resC,GenRisk) + + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) + ; + + o_HVDCriskLevel(t,isl,resC,HVDCrisk) + = ISLANDRISK.l(t,isl,resC,HVDCrisk) ; + + o_manuRiskLevel(t,isl,resC,ManualRisk) + = ISLANDRISK.l(t,isl,resC,ManualRisk) + + RESERVESHAREEFFECTIVE.l(t,isl,resC,ManualRisk) + ; + + o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) + = HVDCGENISLANDRISK.l(t,isl,o,resC,HVDCsecRisk) ; + + o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) + = HVDCMANISLANDRISK.l(t,isl,resC,HVDCsecRisk); + + o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) + $ islandRiskGroup(t,isl,rg,GenRisk) + = GENISLANDRISKGROUP.l(t,isl,rg,resC,GenRisk) + + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) + ; + +* FIR and SIR required based on calculations of the island risk to +* overcome reporting issues of the risk setter under degenerate +* conditions when reserve price = 0 - See below + + o_ReserveReqd_TP(t,isl,resC) + = Max[ 0, + smax[(o,GenRisk) , o_generationRiskLevel(t,isl,o,resC,GenRisk)], + smax[ HVDCrisk , o_HVDCriskLevel(t,isl,resC,HVDCrisk) ] , + smax[ ManualRisk , o_manuRiskLevel(t,isl,resC,ManualRisk) ] , + smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) ] , + smax[ HVDCsecRisk , o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) ] , + smax[ (rg,GenRisk) , o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) ] + ] ; + + o_FIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(t,isl,resC) ] ; + o_SIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(t,isl,resC) ] ; + +* Summary reporting by trading period + o_solveOK_TP(t) = ModelSolved ; + + o_systemCost_TP(t) = SYSTEMCOST.l(t) ; + + o_systemBenefit_TP(t) = SYSTEMBENEFIT.l(t) ; + + o_penaltyCost_TP(t) = SYSTEMPENALTYCOST.l(t) ; + + o_ofv_TP(t) = o_systemBenefit_TP(t) + - o_systemCost_TP(t) + - o_penaltyCost_TP(t); + + +* Separete violation reporting at trade period level + o_defGenViolation_TP(t) = sum[ b, o_busDeficit_TP(t,b) ] ; + + o_surpGenViolation_TP(t) = sum[ b, o_busSurplus_TP(t,b) ] ; + + o_surpBranchFlow_TP(t) + = sum[ br$branch(t,br), SURPLUSBRANCHFLOW.l(t,br) ] ; + + o_defRampRate_TP(t) + = sum[ o $ offer(t,o), DEFICITRAMPRATE.l(t,o) ] ; + + o_surpRampRate_TP(t) + = sum[ o $ offer(t,o), SURPLUSRAMPRATE.l(t,o) ] ; + + o_surpBranchGroupConst_TP(t) + = sum[ brCstr $ branchConstraint(t,brCstr) + , SURPLUSBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; + + o_defBranchGroupConst_TP(t) + = sum[ brCstr $ branchConstraint(t,brCstr) + , DEFICITBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; + + o_defMnodeConst_TP(t) + = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) + , DEFICITMnodeCONSTRAINT.l(t,MnodeCstr) ] ; + + o_surpMnodeConst_TP(t) + = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) + , SURPLUSMnodeCONSTRAINT.l(t,MnodeCstr) ] ; + + o_defResv_TP(t) + = sum[ (isl,resC) , o_ResViolation_TP(t,isl,resC) ] ; + +* Reporting at trading period end + EndLoop; +$offend + +$endif.PeriodReport + +* End of the solve vSPD loop + ] ; +* End of the While loop +); + + +* Summary reports - only applied for normal and audit vSPD run. +$iftheni.SummaryReport %opMode%=='DWH' display 'No summary report for data warehouse mode'; +$elseifi.SummaryReport %opMode%=='FTR' display 'No summary report for FTR rental mode'; +$elseifi.SummaryReport %opMode%=='PVT' display 'No summary report for pivot analysis mode'; +$elseifi.SummaryReport %opMode%=='DPS' display 'No summary report for demand analysis mode'; +$else.SummaryReport + +* System level + + +* Offer level - This does not include revenue from wind generators for +* final pricing because the wind generation is netted off against load +* at the particular bus for the final pricing solves + +$endif.SummaryReport + + +* 8b. Calculating price-relating outputs -------------------------------------- + +$iftheni.PriceRelatedOutputs %opMode%=='DWH' +$elseifi.PriceRelatedOutputs %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3a.gms" +$else.PriceRelatedOutputs +loop (dt, + +* branch output update + o_branchFromBusPrice_TP(dt,br) $ branch(dt,br) + = sum[ b $ branchFrBus(dt,br,b), o_busPrice_TP(dt,b) ] ; + + o_branchToBusPrice_TP(dt,br) $ branch(dt,br) + = sum[ b $ branchToBus(dt,br,b), o_busPrice_TP(dt,b) ] ; + + o_branchTotalRentals_TP(dt,br) + $ { branch(dt,br) and (o_branchFlow_TP(dt,br) >= 0) } + = (intervalDuration/60) + * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) + - o_branchToBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) + - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) + ] ; + + o_branchTotalRentals_TP(dt,br) + $ { branch(dt,br) and (o_branchFlow_TP(dt,br) < 0) } + = (intervalDuration/60) + * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) + - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) + - o_branchFromBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) + ] ; + +* Island output + o_islandRefPrice_TP(dt,isl) + = sum[ n $ { refNode(dt,n) + and nodeIsland(dt,n,isl) } , o_nodePrice_TP(dt,n) ] ; +) ; + +$endif.PriceRelatedOutputs +* Calculating price-relating outputs end ------------------------------------- + +*===================================================================================== +* 9. Write results to CSV report files and GDX files +*===================================================================================== +* TN - Pivot analysis end +$iftheni.Output %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_4.gms" +$elseifi.Output %opMode%=='DPS' $include "Demand\vSPDSolveDPS_4.gms" +$elseifi.Output %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_4.gms" +$elseifi.Output %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_4.gms" +$else.Output $include "vSPDreport.gms" +$endif.Output + + +* Post a progress message for use by EMI. +putclose rep 'Case: %GDXname% is complete in ',timeExec,'(secs)'/ ; +putclose rep 'Case: %GDXname% is finished in ',timeElapsed,'(secs)'/ ; + +* Go to the next input file +$label nextInput + +* Post a progress message for use by EMI. +$if not exist "%inputPath%\%GDXname%.gdx" putclose rep 'The file %inputPath%\%GDXname%.gdx could not be found (', system.time, ').' // ; diff --git a/Programs/vSPDsolve_RTP.gms b/Programs/vSPDsolve_RTP.gms new file mode 100644 index 0000000..65f373f --- /dev/null +++ b/Programs/vSPDsolve_RTP.gms @@ -0,0 +1,831 @@ +*===================================================================================== +* Name: vSPDsolve_RTP.gms +* Function: First RTD solve to update island loss in order to +* adjust node demand +* A new development for Rea +* Developed by: Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* http://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: http://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Created on: 14 Jan 2022 + +*===================================================================================== + +* 7d. Solve Models First Time For Real Time Pricing +*===================================================================================== +* 7. The vSPD solve loop +*===================================================================================== +put_utility temp 'gdxin' / '%inputPath%\%GDXname%.gdx' ; +execute_load SPDLoadCalcLosses = i_dateTimeSPDLoadCalcLosses ; +put_utility temp 'gdxin' ; + +unsolvedDT(dt) = yes; +VSPDModel(dt) = 0 ; +option clear = useBranchFlowMIP ; + +While ( Sum[ dt $ unsolvedDT(dt), 1 ], + exitLoop = 0; + loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, + +* 7a. Reset all sets, parameters and variables ------------------------------- + option clear = t ; +* Generation variables + option clear = GENERATION ; + option clear = GENERATIONBLOCK ; + option clear = GENERATIONUPDELTA ; + option clear = GENERATIONDNDELTA ; +* Purchase variables + option clear = PURCHASE ; + option clear = PURCHASEBLOCK ; +* Network variables + option clear = ACNODENETINJECTION ; + option clear = ACNODEANGLE ; + option clear = ACBRANCHFLOW ; + option clear = ACBRANCHFLOWDIRECTED ; + option clear = ACBRANCHLOSSESDIRECTED ; + option clear = ACBRANCHFLOWBLOCKDIRECTED ; + option clear = ACBRANCHLOSSESBLOCKDIRECTED ; + option clear = ACBRANCHFLOWDIRECTED_INTEGER ; + option clear = HVDCLINKFLOW ; + option clear = HVDCLINKLOSSES ; + option clear = LAMBDA ; + option clear = LAMBDAINTEGER ; + option clear = HVDCLINKFLOWDIRECTED_INTEGER ; + option clear = HVDCPOLEFLOW_INTEGER ; +* Risk/Reserve variables + option clear = RISKOFFSET ; + option clear = HVDCREC ; + option clear = ISLANDRISK ; + option clear = RESERVEBLOCK ; + option clear = RESERVE ; + option clear = ISLANDRESERVE; +* NMIR variables + option clear = SHAREDNFR ; + option clear = SHAREDRESERVE ; + option clear = HVDCSENT ; + option clear = RESERVESHAREEFFECTIVE ; + option clear = RESERVESHARERECEIVED ; + option clear = RESERVESHARESENT ; + option clear = HVDCSENDING ; + option clear = INZONE ; + option clear = HVDCSENTINSEGMENT ; + option clear = HVDCRESERVESENT ; + option clear = HVDCSENTLOSS ; + option clear = HVDCRESERVELOSS ; + option clear = LAMBDAHVDCENERGY ; + option clear = LAMBDAHVDCRESERVE ; + option clear = RESERVESHAREPENALTY ; +* Objective + option clear = NETBENEFIT ; +* Violation variables + option clear = TOTALPENALTYCOST ; + option clear = DEFICITBUSGENERATION ; + option clear = SURPLUSBUSGENERATION ; + option clear = DEFICITRESERVE_CE ; + option clear = DEFICITRESERVE_ECE ; + option clear = DEFICITBRANCHSECURITYCONSTRAINT ; + option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; + option clear = DEFICITRAMPRATE ; + option clear = SURPLUSRAMPRATE ; + option clear = DEFICITBRANCHFLOW ; + option clear = SURPLUSBRANCHFLOW ; + option clear = DEFICITMNODECONSTRAINT ; + option clear = SURPLUSMNODECONSTRAINT ; + + option clear = SCARCITYCOST; + option clear = ENERGYSCARCITYBLK ; + option clear = ENERGYSCARCITYNODE; + +* Clear the pole circular branch flow flag + option clear = circularBranchFlowExist ; + option clear = poleCircularBranchFlowExist ; + option clear = northHVDC ; + option clear = southHVDC ; + option clear = manualBranchSegmentMWFlow ; + option clear = manualLossCalculation ; + option clear = nonPhysicalLossExist ; + option clear = modelSolved ; + option clear = LPmodelSolved ; +* Disconnected bus post-processing + option clear = busGeneration ; + option clear = busLoad ; + option clear = busDisconnected ; + option clear = busPrice ; + + +* End reset + + +* 7b. Initialise current trade period and model data ------------------------- + t(dt) $ sequentialSolve = yes; + t(dt1) $ (not sequentialSolve) = yes; + +* Update initial MW if run NRSS, PRSS, NRSL, PRSL + generationStart(offer(t(dt),o)) + $ (sum[ o1, generationStart(dt,o1)] = 0) + = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; + +$ontext +these are not used anymore +* Calculation of generation upper limits due to ramp rate limits +* Calculation 5.3.1.2. - For primary-secondary offers, only primary offer +* initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeUp(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } + = Min[ intervalDuration , ( generationMaximum(offer) + - generationStart(offer) + ) / rampRateUp(offer) + ] ; + +* Calculation 5.3.1.3. - For primary-secondary offers, only primary offer +* initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndUp(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; + + +* Calculation of generation lower limits due to ramp rate limits + +* Calculation 5.3.2.2. - For primary-secondary offers, only primary offer +* initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeDown(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } + = Min[ intervalDuration, ( generationStart(offer) + - generationMinimum(offer) + ) / rampRateDown(offer) + ] ; + +* Calculation 5.3.2.3. - For primary-secondary offers, only primary offer +* initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndDown(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = Max[ 0, generationStart(offer) + - rampRateDown(offer)*rampTimeDown(offer) ] ; +$offtext +* Additional pre-processing on parameters end + + +* 7c. Updating the variable bounds before model solve ------------------------ + +* TN - Pivot or Demand Analysis - revise input data +$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_2.gms" +$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_2.gms" +* TN - Pivot or Demand Analysis - revise input data end + +*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== + +* Offer blocks - Constraint 6.1.1.1 + GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) + = EnrgOfrMW(genOfrBlk) ; + + GENERATIONBLOCK.fx(t,o,blk) + $ (not genOfrBlk(t,o,blk)) = 0 ; + +* Constraint 6.1.1.2 - Fix the invalid generation to Zero + GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; + +* Constraint 6.1.1.3 - Set Upper Bound for intermittent generation + GENERATION.up(offer(t,o)) + $ { windOffer(offer) and priceResponsive(offer) } + = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; + +* Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid + PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) + = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; + + PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) + = 0 $ [DemBidMW(t,bd,blk)>0]; + +* Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid + PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) + = 0 $ [DemBidMW(t,bd,blk)<0]; + + PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) + = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; + + PURCHASEBLOCK.fx(t,bd,blk) + $ (not demBidBlk(t,bd,blk)) + = 0 ; + + PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; + +* Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block + ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; + ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; + ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; + +*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== + + +*======= HVDC TRANSMISSION EQUATIONS =========================================== + +* Ensure that variables used to specify flow and losses on HVDC link are +* zero for AC branches and for open HVDC links. + HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; + HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; + +* Apply an upper bound on the weighting parameter based on its definition + LAMBDA.up(branch,bp) = 1 ; + +* Ensure that the weighting factor value is zero for AC branches and for +* invalid loss segments on HVDC links + LAMBDA.fx(HVDClink,bp) + $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; + LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; + +*======= HVDC TRANSMISSION EQUATIONS END ======================================= + + +*======= AC TRANSMISSION EQUATIONS ============================================= + +* Ensure that variables used to specify flow and losses on AC branches are +* zero for HVDC links branches and for open AC branches + ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; + ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; + ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; + +* Ensure directed block flow and loss block variables are zero for +* non-AC branches and invalid loss segments on AC branches + ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) + $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; + + ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) + $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; + + +* Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses +* corresponding to the reference nodes and the HVDC nodes are set to zero + ACNODEANGLE.fx(t,b) + $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; + +*======= AC TRANSMISSION EQUATIONS END ========================================= + + +*======= RISK & RESERVE EQUATIONS ============================================== + +* Ensure that all the invalid reserve blocks are set to zero for offers and purchasers + RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) + $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; + +* Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. + RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) + = ResOfrMW(resOfrBlk) ; + +* Fix the reserve variable for invalid reserve offers. These are offers that +* are either not connected to the grid or have no reserve quantity offered. + RESERVE.fx(t,o,resC,resT) + $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; + +* NMIR project variables + HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; + HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; + +* (3.4.2.3) - SPD version 11.0 + SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; + +* No forward reserve sharing if HVDC capacity is zero + RESERVESHARESENT.fx(t,isl,resC,rd) + $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; + +* No forward reserve sharing if reserve sharing is disabled + RESERVESHARESENT.fx(t,isl,resC,rd) + $ (reserveShareEnabled(t,resC)=0) = 0; + +* No reserve sharing to cover HVDC risk + RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; + RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; + +* (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled + INZONE.fx(t,isl,resC,z) + $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; + +* (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled + INZONE.fx(t,isl,resC,z) + $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; + +* Fixing Lambda integer variable for energy sent + LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) + and (ord(bp) = 1) } = 1 ; + + LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; + +* To be reviewed NMIR + LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) + $ { (HVDCCapacity(t,isl) = 0) + and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; + + LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) + $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) + and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; + +* Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall + RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALL.fx(t,isl,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; + + RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; + + RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; +; + + +*======= RISK & RESERVE EQUATIONS END ========================================== + + +* Updating the variable bounds before model solve end + + +* 7d. Solve Models +* Solve the LP model --------------------------------------------------------- + if( (Sum[t, VSPDModel(t)] = 0), + + if( UseShareReserve, + option bratio = 1 ; + vSPD_NMIR.Optfile = 1 ; + vSPD_NMIR.optcr = MIPOptimality ; + vSPD_NMIR.reslim = MIPTimeLimit ; + vSPD_NMIR.iterlim = MIPIterationLimit ; + solve vSPD_NMIR using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) + or (vSPD_NMIR.modelstat = 8) ) + and ( vSPD_NMIR.solvestat = 1 ) } ; + else + option bratio = 1 ; + vSPD.reslim = LPTimeLimit ; + vSPD.iterlim = LPIterationLimit ; + solve vSPD using lp maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; + ) + +* Post a progress message to the console and for use by EMI. + if((ModelSolved = 1) and (sequentialSolve = 0), + putclose rep 'The case: %GDXname% ' + 'is 1st solved successfully.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violation Cost : ' + TOTALPENALTYCOST.l:<15:4 / + elseif((ModelSolved = 0) and (sequentialSolve = 0)), + putclose rep 'The case: %GDXname% ' + 'is 1st solved unsuccessfully.'/ + ) ; + + if((ModelSolved = 1) and (sequentialSolve = 1), + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is 1st solved successfully.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + ) ; + elseif((ModelSolved = 0) and (sequentialSolve = 1)), + loop(t, + unsolvedDT(t) = no; + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is 1st solved unsuccessfully.'/ + ) ; + + ) ; +* Solve the LP model end ----------------------------------------------------- + +* Solve the vSPD_BranchFlowMIP ----------------------------------------------- + elseif (Sum[t, VSPDModel(t)] = 1), +* Fix the values of these integer variables that are not needed + ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) + $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; + +* Fix the integer AC branch flow variable to zero for invalid branches + ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) + $ (not branch(t,br)) = 0 ; + +* Apply an upper bound on the integer weighting parameter + LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; + +* Ensure that the weighting factor value is zero for AC branches +* and for invalid loss segments on HVDC links + LAMBDAINTEGER.fx(branch(t,br),bp) + $ { ACbranch(branch) + or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) + } = 0 ; + +* Fix the lambda integer variable to zero for invalid branches + LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; + + option bratio = 1 ; + vSPD_BranchFlowMIP.Optfile = 1 ; + vSPD_BranchFlowMIP.optcr = MIPOptimality ; + vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; + vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; + solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or + (vSPD_BranchFlowMIP.modelstat = 8) + ] + and + [ vSPD_BranchFlowMIP.solvestat = 1 ] + } ; + +* Post a progress message for use by EMI. + if(ModelSolved = 1, + +* TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve + SOS1_solve(t) = yes; + + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is 1st solved successfully for branch integer.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + ) ; + else + loop(t, + unsolvedDT(t) = yes; + VSPDModel(t) = 2; + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is 1st solved unsuccessfully for branch integer.'/ + ) ; + ) ; +* Solve the vSPD_BranchFlowMIP model end ------------------------------------- + + + +* Solve the LP model and stop ------------------------------------------------ + elseif (Sum[t, VSPDModel(t)] = 2), + + if( UseShareReserve, + option bratio = 1 ; + vSPD_NMIR.Optfile = 1 ; + vSPD_NMIR.optcr = MIPOptimality ; + vSPD_NMIR.reslim = MIPTimeLimit ; + vSPD_NMIR.iterlim = MIPIterationLimit ; + solve vSPD_NMIR using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) + or (vSPD_NMIR.modelstat = 8) ) + and ( vSPD_NMIR.solvestat = 1 ) } ; + else + option bratio = 1 ; + vSPD.reslim = LPTimeLimit ; + vSPD.iterlim = LPIterationLimit ; + solve vSPD using lp maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; + ) + +* Post a progress message for use by EMI. + if( ModelSolved = 1, + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ')' + ' integer resolve was unsuccessful.' / + 'Reverting back to linear solve and ' + 'solve successfully. ' / + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + 'Solution may have circulating flows ' + 'and/or non-physical losses.' / + ) ; + else + loop(t, + putclose rep 'The case: %GDXname% (' t.tl + ') integer solve was unsuccessful. ' + 'Reverting back to linear solve. ' + 'Linear solve unsuccessful.' / + ) ; + ) ; + + unsolvedDT(t) = no; + +* Solve the LP model and stop end -------------------------------------------- + + ) ; +* Solve the models end + + + +* 6e. Check if the LP results are valid -------------------------------------- + if((ModelSolved = 1), + useBranchFlowMIP(t) = 0 ; +* Check if there is no branch circular flow and non-physical losses + Loop( t $ (VSPDModel(t)=0) , + +* Check if there are circulating branch flows on loss AC branches + circularBranchFlowExist(ACbranch(t,br)) + $ { LossBranch(ACbranch) and + [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] + - abs(ACBRANCHFLOW.l(ACbranch)) + ) > circularBranchFlowTolerance + ] + } = 1 ; + +* Determine the circular branch flow flag on each HVDC pole + TotalHVDCpoleFlow(t,pole) + = sum[ br $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW.l(t,br) ] ; + + MaxHVDCpoleFlow(t,pole) + = smax[ br $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW.l(t,br) ] ; + + poleCircularBranchFlowExist(t,pole) + $ { ( TotalHVDCpoleFlow(t,pole) + - MaxHVDCpoleFlow(t,pole) + ) > circularBranchFlowTolerance + } = 1 ; + +* Check if there are circulating branch flows on HVDC + NorthHVDC(t) + = sum[ (isl,b,br) $ { (ord(isl) = 2) and + busIsland(t,b,isl) and + HVDClinkSendingBus(t,br,b) and + HVDClink(t,br) + }, HVDCLINKFLOW.l(t,br) + ] ; + + SouthHVDC(t) + = sum[ (isl,b,br) $ { (ord(isl) = 1) and + busIsland(t,b,isl) and + HVDClinkSendingBus(t,br,b) and + HVDClink(t,br) + }, HVDCLINKFLOW.l(t,br) + ] ; + + circularBranchFlowExist(t,br) + $ { HVDClink(t,br) and LossBranch(t,br) and + (NorthHVDC(t) > circularBranchFlowTolerance) and + (SouthHVDC(t) > circularBranchFlowTolerance) + } = 1 ; + +* Check if there are non-physical losses on HVDC links + ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) + $ { ( ord(los) <= branchLossBlocks(HVDClink) ) + and validLossSegment(t,br,los,fd) } + = Min[ Max( 0, + [ abs(HVDCLINKFLOW.l(HVDClink)) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ] + ), + ( LossSegmentMW(HVDClink,los,fd) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ) + ] ; + + ManualLossCalculation(LossBranch(HVDClink(t,br))) + = sum[ (los,fd) $ validLossSegment(t,br,los,fd) + , LossSegmentFactor(HVDClink,los,fd) + * ManualBranchSegmentMWFlow(HVDClink,los,fd) + ] ; + + NonPhysicalLossExist(LossBranch(HVDClink(t,br))) + $ { abs( HVDCLINKLOSSES.l(HVDClink) + - ManualLossCalculation(HVDClink) + ) > NonPhysicalLossTolerance + } = 1 ; + +* Set UseBranchFlowMIP = 1 if the number of circular branch flow +* and non-physical loss branches exceeds the specified tolerance + useBranchFlowMIP(t) + $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } + , resolveCircularBranchFlows + * circularBranchFlowExist(t,br) + ] + + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } + , resolveCircularBranchFlows + * circularBranchFlowExist(t,br) + + resolveHVDCnonPhysicalLosses + * NonPhysicalLossExist(t,br) + ] + + sum[ pole, resolveCircularBranchFlows + * poleCircularBranchFlowExist(t,pole) + ] + ) > UseBranchFlowMIPTolerance + } = 1 ; + +* Check if there is no branch circular flow and non-physical losses end + ); + +* A period is unsolved if MILP model is required + unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; + +* Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. + loop( unsolvedDT(t), + if( UseBranchFlowMIP(t) >= 1, + VSPDModel(t) = 1; + putclose rep 'The case: %GDXname% requires a ' + 'vSPD_BranchFlowMIP resolve for period ' + t.tl '. Switching Vectorisation OFF.'/ + ) ; + + ) ; + + sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; + exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; + +* Check if the LP results are valid end + ) ; + +* End of the solve vSPD loop + ] ; +* End of the While loop +); + + +* Real Time Pricing - Second RTD load calculation + +* Calculate Island-level MW losses used to calculate the Island-level load +* forecast from the InputIPS and the IslandPSD. +* 2nd solve loop --> SystemLosses as calculated in section 8.1' + LoadCalcLosses(t,isl) + = Sum[ (br,frB,toB) + $ { ACbranch(t,br) and busIsland(t,toB,isl) + and branchBusDefn(t,br,frB,toB) + }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] + + branchFixedLoss(t,br) + ] + + + Sum[ (br,frB,toB) $ { HVDClink(t,br) and + branchBusDefn(t,br,frB,toB) and + ( busIsland(t,toB,isl) or + busIsland(t,frB,isl) + ) + }, 0.5 * branchFixedLoss(t,br) + ] + + Sum[ (br,frB,toB) $ { HVDClink(t,br) and + branchBusDefn(t,br,frB,toB) and + busIsland(t,toB,isl) and + (not (busIsland(t,frB,isl))) + }, HVDCLINKLOSSES.l(t,br) + ] + ; + +* Check if vSPD LoadCalcLosses = SPD LoadCalcLosses +* if not, let's just use SPD LoadCalcLosses + loop ( (t,isl), + if ( ( SPDLoadCalcLosses(t,isl) > 0 ) + and ( abs( SPDLoadCalcLosses(t,isl)-LoadCalcLosses(t,isl) )>0.001 ) , + + putclose rep 'Recalulated losses for ' isl.tl ' are different ' + 'between vSPD (' LoadCalcLosses(t,isl):<7:4 + ') and SPD (' SPDLoadCalcLosses(t,isl):<7:4 + '). We use SPD number instead' / ; + LoadCalcLosses(t,isl) = SPDLoadCalcLosses(t,isl) ; + + ); + ); + + +* Calculate first target total load [4.10.6.5] +* Island-level MW load forecast. For the second loop: +* replace LoadCalcLosses(tp,isl) = islandLosses(tp,isl); + TargetTotalLoad(t,isl) = islandMWIPS(t,isl) + + islandPDS(t,isl) + - LoadCalcLosses(t,isl) ; + +* Flag if estimate load is scalable [4.10.6.7] +* Binary value. If True then ConformingFactor load MW will be scaled in order to +* calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +* assigned directly to EstimatedInitialLoad + EstLoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) + and (ConformingFactor(t,n) > 0) } ; + +* Calculate estimate non-scalable load 4.10.6.8] +* For a non-conforming Pnode this will be the NonConformingLoad MW input, for a +* conforming Pnode this will be the ConformingFactor MW input if that value is +* negative, otherwise it will be zero + EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 1 ) = NonConformingLoad(t,n); + EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 0 ) = ConformingFactor(t,n); + EstNonScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = 0; + +* Calculate estimate scalable load [4.10.6.10] +* For a non-conforming Pnode this value will be zero. For a conforming Pnode +* this value will be the ConformingFactor if it is non-negative, otherwise this +* value will be zero' + EstScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = ConformingFactor(t,n); + + +* Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +* in order to calculate EstimatedInitialLoad + EstScalingFactor(t,isl) + = (islandMWIPS(t,isl) - LoadCalcLosses(t,isl) + - Sum[ n $ nodeIsland(t,n,isl), EstNonScalableLoad(t,n) ] + ) / Sum[ n $ nodeIsland(t,n,isl), EstScalableLoad(t,n) ] + + ; + +* Calculate estimate initial load [4.10.6.6] +* Calculated estimate of initial MW load, available to be used as an +* alternative to InputInitialLoad + EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) + = ConformingFactor(t,n) * Sum[ isl $ nodeisland(t,n,isl) + , EstScalingFactor(t,isl)] ; +* TN- There is a bug in this equarion + EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 0 ) +* = NonConformingLoad(t,n); + = EstNonScalableLoad(t,n); + +* Calculate initial load [4.10.6.2] +* Value that represents the Pnode load MW at the start of the solution +* interval. Depending on the inputs this value will be either actual load, +* an operator applied override or an estimated initial load + InitialLoad(t,n) = InputInitialLoad(t,n); + InitialLoad(t,n) $ { (LoadIsOverride(t,n) = 0) + and ( (useActualLoad(t) = 0) + or (LoadIsBad(t,n) = 1) ) + } = EstimatedInitialLoad(t,n) ; + +* Flag if load is scalable [4.10.6.4] +* Binary value. If True then the Pnode InitialLoad will be scaled in order to +* calculate RequiredLoad, if False then Pnode InitialLoad will be directly +* assigned to RequiredLoad + LoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) + and (LoadIsOverride(t,n) = 0) + and (InitialLoad(t,n) >= 0) } ; + +* Calculate Island-level scaling factor [4.10.6.3] +* --> applied to InitialLoad in order to calculate RequiredLoad + LoadScalingFactor(t,isl) + = ( TargetTotalLoad(t,isl) + - Sum[ n $ { nodeIsland(t,n,isl) + and (LoadIsScalable(t,n) = 0) }, InitialLoad(t,n) ] + ) / Sum[ n $ { nodeIsland(t,n,isl) + and (LoadIsScalable(t,n) = 1) }, InitialLoad(t,n) ] + ; + +* Calculate RequiredLoad [4.10.6.1] + RequiredLoad(t,n) $ LoadIsScalable(t,n) + = InitialLoad(t,n) * sum[ isl $ nodeisland(t,n,isl) + , LoadScalingFactor(t,isl) ]; + + RequiredLoad(t,n) $ (LoadIsScalable(t,n) = 0) = InitialLoad(t,n); + + RequiredLoad(t,n) = RequiredLoad(t,n) + + [instructedloadshed(t,n) $ instructedshedactive(t,n)] ; + + +* Recalculate energy scarcity limits ------------------------------------------- +ScarcityEnrgLimit(t,n,blk) = 0 ; + +ScarcityEnrgLimit(t,n,blk) $ energyScarcityEnabled(t) + = scarcityEnrgNodeLimit(t,n,blk); + +ScarcityEnrgLimit(t,n,blk) + $ { energyScarcityEnabled(t) + and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) + and (RequiredLoad(t,n) > 0) + } + = scarcityEnrgNodeFactor(t,n,blk) * RequiredLoad(t,n); + +ScarcityEnrgLimit(t,n,blk) + $ { energyScarcityEnabled(t) + and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) + and (RequiredLoad(t,n) > 0) + } + = scarcityEnrgNationalFactor(t,blk) * RequiredLoad(t,n); +*------------------------------------------------------------------------------- + + + +* Update Free Reserve and SharedNFRmax +* Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.1.2) + sharedNFRLoad(t,isl) + = sum[ nodeIsland(t,n,isl), RequiredLoad(t,n)] + + sum[ (bd,blk) $ bidIsland(t,bd,isl), DemBidMW(t,bd,blk) ] + - sharedNFRLoadOffset(t,isl) ; + + sharedNFRMax(t,isl) = Min{ RMTReserveLimitTo(t,isl,'FIR'), + sharedNFRFactor(t)*sharedNFRLoad(t,isl) } ; + +* Risk parameters + FreeReserve(t,isl,resC,riskC) + = riskParameter(t,isl,resC,riskC,'freeReserve') +* NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 + - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(t,isl1) + ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) + and (inputGDXGDate >= jdate(2016,10,20)) } + ; + +* 6.5.2.3 Total shared NFR is capped by shared NFR max + SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; + +*); + + + diff --git a/Programs/vSPDtpsToSolve.inc b/Programs/vSPDtpsToSolve.inc new file mode 100644 index 0000000..fdad4af --- /dev/null +++ b/Programs/vSPDtpsToSolve.inc @@ -0,0 +1,19 @@ +$ONTEXT +a. to solve all trading periods +/ +All +/ + +b. to solve trading periods 3 and 6 +/ / +TP3 Or TP3, TP6 +TP6 / +/ +$OFFTEXT +*============================================= // ========================================== + +/ +*TP31 +*'02-SEP-2022 15:35' +All +/ \ No newline at end of file diff --git a/vSPDfileList.inc b/vSPDfileList.inc deleted file mode 100644 index 48025bd..0000000 --- a/vSPDfileList.inc +++ /dev/null @@ -1,4 +0,0 @@ -/ -*'RTD_202209021535_21012022090335962_20220902153405' -'RTDP_202209021535_22012022090335962_20220902153406' -/ From 366d187d97d3c687ee43c790336716e1aa0379cc Mon Sep 17 00:00:00 2001 From: Tuong Nguyen Date: Tue, 18 Oct 2022 17:00:42 +1300 Subject: [PATCH 3/3] Adding README --- README.md | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 README.md diff --git a/README.md b/README.md new file mode 100644 index 0000000..771c127 --- /dev/null +++ b/README.md @@ -0,0 +1,22 @@ +vSPD +==== + +vectorised Scheduling, Pricing and Dispatch - an audited, mathematical replica of SPD, the +pricing and dispatch engine used in the New Zealand electricity market. + +[Input GDX files are published daily on EMI](https://www.emi.ea.govt.nz/Wholesale/Datasets/FinalPricing/GDX/) or +can be obtained directly from the underlying Azure storage account (see [instructions](https://www.emi.ea.govt.nz/Forum/thread/new-access-arrangements-to-emi-datasets-retirement-of-anonymous-ftp/) +on the EMI forum). + +The Electricity Authority created vSPD using the GAMS software in 2008. Dr Ramu Naidoo was +the original author and, until November 2013, the custodian of vSPD. Tuong Nguyen and Phil Bishop +from the Data and Information Management team now maintain the vSPD model. + +vSPD was most recently audited in August 2019 - see the audited vSPD codes and the auditor's certification on the [EMI vSPD page](https://www.emi.ea.govt.nz/Wholesale/Tools/vSPD). + +Throughout 2022, vSPD was extensively modified to accomodate the 1 November 2022 go-live of real-time pricing. Backward +compatability with GDX files was broken with this change. Version 3.1.0, available on the [EMI vSPD page,](https://www.emi.ea.govt.nz/Wholesale/Tools/vSPD) is +the last version of vSPD to work with GDX files pertaining to all days up to and including 31 October 2022. GDX files pertaining to trading day 1 November 2022 +or later will require vSPD v4.0.0 (or later). + +Contact: emi@ea.govt.nz

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Declare sets and parameters for all symbols to be loaded from daily GDX files - 2. Declare additional sets and parameters used throughout the model - 3. Declare model variables and constraints, and initialise constraints - -Aliases to be aware of: - i_dateTime = dt i_tradePeriod = tp = tp1 - i_island = ild, ild1 i_bus = b, b1, toB, frB - i_node = n, n1 i_offer = o, o1 - i_trader = trdr i_tradeBlock= trdBlk - i_branch = br, br1 i_branchConstraint = brCstr - i_ACnodeConstraint = ACnodeCstr i_MnodeConstraint = MnodeCstr - i_energyOfferComponent = NRGofrCmpnt i_PLSRofferComponent = PLSofrCmpnt - i_TWDRofferComponent = TWDofrCmpnt i_ILRofferComponent = ILofrCmpnt - i_energyBidComponent = NRGbidCmpnt i_ILRbidComponent = ILbidCmpnt - i_type1MixedConstraint = t1MixCstr i_type2MixedConstraint = t2MixCstr - i_type1MixedConstraintRHS = t1MixCstrRHS i_genericConstraint = gnrcCstr - i_lossSegment = los, los1 i_scarcityArea = sarea - i_bid = bd, bd1 i_flowDirection = fd, fd1 - i_reserveType = resT i_reserveClass = resC - i_riskClass = riskC i_constraintRHS = CstrRHS - i_riskParameter = riskPar i_dczone = z, z1 -$offtext - -*=================================================================================== -* 1. Declare sets and parameters for all symbols to be loaded from daily GDX files -*=================================================================================== - -Sets -* 22 hard-coded sets. Although these 22 sets exist in the vSPD input GDX file, they are not loaded from -* the GDX file. Rather, all but caseName are initialsed via hard-coding in vSPDsolve.gms prior to data -* being loaded from the GDX file. They are declared now because they're used in the domain of other symbols. - caseName(*) 'Final pricing case name used to create the GDX file' - i_island(*) 'Islands' - i_tradeBlock(*) 'Trade block definitions (or tranches) - used for the offer and bids' - i_CVP(*) 'Constraint violation penalties used in the model' - i_offerType(*) 'Type of energy and reserve offers from market participants' - i_offerParam(*) 'The various parameters required for each offer' - i_energyOfferComponent(*) 'Components of the energy offer - comprised of MW capacity and price by tradeBlock' - i_PLSRofferComponent(*) 'Components of the PLSR offer - comprised of MW proportion and price by tradeBlock' - i_TWDRofferComponent(*) 'Components of the TWDR offer - comprised of MW capacity and price by tradeBlock' - i_ILRofferComponent(*) 'Components of the ILR offer - comprised of MW capacity and price by tradeBlock' - i_energyBidComponent(*) 'Components of the energy bid - comprised of MW capacity and price by tradeBlock' - i_ILRbidComponent(*) 'Components of the ILR provided by bids' - i_riskClass(*) 'Different risks that could set the reserve requirements' - i_reserveType(*) 'Definition of the different reserve types (PLSR, TWDR, ILR)' - i_reserveClass(*) 'Definition of fast and sustained instantaneous reserve' - i_riskParameter(*) 'Different risk parameters that are specified as inputs to the dispatch model' - i_branchParameter(*) 'Branch parameter specified' - i_lossSegment(*) 'Loss segments available for loss modelling' - i_lossParameter(*) 'Components of the piecewise loss function' - i_constraintRHS(*) 'Constraint RHS definition' - i_flowDirection(*) 'Directional flow definition used in the SPD formulation' - i_type1MixedConstraintRHS(*) 'Type 1 mixed constraint RHS definitions' -* 14 fundamental sets - membership is assigned when symbols are loaded from the GDX file in vSPDsolve.gms - i_dateTime(*) 'Date and time for the trade periods' - i_tradePeriod(*) 'Trade periods for which input data is defined' - i_node(*) 'Node definitions for all trading periods' - i_offer(*) 'Offers for all trading periods' - i_trader(*) 'Traders defined for all trading periods' - i_bid(*) 'Bids for all trading periods' - i_bus(*) 'Bus definitions for all trading periods' - i_branch(*) 'Branch definition for all trading periods' - i_branchConstraint(*) 'Branch constraint definitions for all trading periods' - i_ACnodeConstraint(*) 'AC node constraint definitions for all trading periods' - i_MnodeConstraint(*) 'Market node constraint definitions for all trading periods' - i_type1MixedConstraint(*) 'Type 1 mixed constraint definitions for all trading periods' - i_type2MixedConstraint(*) 'Type 2 mixed constraint definitions for all trading periods' - i_genericConstraint(*) 'Generic constraint names for all trading periods' -* Scarcity pricing updates - i_scarcityArea(*) 'Area to which scarcity pricing may apply' -* NMIR update - i_dczone(*) 'Defined reverse reserve sharing zone for HVDC sent flow: RP -> round power zone, NR -> no reverse zone, RZ -> reverse zone' - i_riskGroup(*) 'Set representing a collection of generation and reserve offers treated as a group risk' - - ; - -* Aliases -Alias (i_dateTime,dt), (i_tradePeriod,tp,tp1), (i_island,ild,ild1) - (i_bus,b,b1,toB,frB), (i_node,n,n1), (i_offer,o,o1) - (i_trader,trdr), (i_tradeBlock,trdBlk), (i_branch,br,br1) - (i_branchConstraint,brCstr), (i_ACnodeConstraint,ACnodeCstr), (i_MnodeConstraint,MnodeCstr) - (i_energyOfferComponent,NRGofrCmpnt), (i_PLSRofferComponent,PLSofrCmpnt), (i_TWDRofferComponent,TWDofrCmpnt) - (i_ILRofferComponent,ILofrCmpnt), (i_energyBidComponent,NRGbidCmpnt), (i_ILRbidComponent,ILbidCmpnt) - (i_type1MixedConstraint,t1MixCstr), (i_type2MixedConstraint,t2MixCstr), (i_type1MixedConstraintRHS,t1MixCstrRHS) - (i_genericConstraint,gnrcCstr), (i_scarcityArea,sarea), (i_lossSegment,los,los1,bp,bp1,rsbp,rsbp1) - (i_bid,bd,bd1), (i_flowDirection,fd,fd1,rd,rd1), (i_reserveType,resT) - (i_reserveClass,resC), (i_riskClass,riskC), (i_constraintRHS,CstrRHS) - (i_riskParameter,riskPar), (i_offerParam,offerPar), (i_dczone,z,z1,rrz,rrz1) - (i_riskGroup,rg,rg1) - ; - -Sets -* 16 multi-dimensional sets, subsets, and mapping sets - membership is populated via loading from GDX file in vSPDsolve.gms - i_dateTimeTradePeriodMap(dt,tp) 'Mapping of dateTime set to the tradePeriod set' - i_tradePeriodNode(tp,n) 'Node definition for the different trading periods' - i_tradePeriodOfferNode(tp,o,n) 'Offers and the corresponding offer node for the different trading periods' - i_tradePeriodOfferTrader(tp,o,trdr) 'Offers and the corresponding trader for the different trading periods' - i_tradePeriodBidNode(tp,bd,n) 'Bids and the corresponding node for the different trading periods' - i_tradePeriodBidTrader(tp,bd,trdr) 'Bids and the corresponding trader for the different trading periods' - i_tradePeriodBus(tp,b) 'Bus definition for the different trading periods' - i_tradePeriodNodeBus(tp,n,b) 'Node bus mapping for the different trading periods' - i_tradePeriodBusIsland(tp,b,ild) 'Bus island mapping for the different trade periods' - i_tradePeriodBranchDefn(tp,br,frB,toB) 'Branch definition for the different trading periods' - i_tradePeriodRiskGenerator(tp,o) 'Set of generators (offers) that can set the risk in the different trading periods' - i_tradePeriodType1MixedConstraint(tp,t1MixCstr) 'Set of mixed constraints defined for the different trading periods' - i_tradePeriodType2MixedConstraint(tp,t2MixCstr) 'Set of mixed constraints defined for the different trading periods' - i_type1MixedConstraintReserveMap(t1MixCstr,ild,resC,riskC) 'Mapping of mixed constraint variables to reserve-related data' - i_type1MixedConstraintBranchCondition(t1MixCstr,br) 'Set of mixed constraints that have limits conditional on branch flows' - i_tradePeriodGenericConstraint(tp,gnrcCstr) 'Generic constraints defined for the different trading periods' -* 1 set loaded from GDX with conditional load statement in vSPDsolve.gms at execution time - i_tradePeriodPrimarySecondaryOffer(tp,o,o1) 'Primary-secondary offer mapping for the different trading periods' -* MODD Modification - i_tradePeriodDispatchableBid(tp,bd) 'Set of dispatchable bids' - ; - -Parameters -* 6 scalars - values are loaded from GDX file in vSPDsolve.gms - i_day 'Day number (1..31)' - i_month 'Month number (1..12)' - i_year 'Year number (1900..2200)' - i_tradingPeriodLength 'Length of the trading period in minutes (e.g. 30)' - i_AClineUnit '0 = Actual values, 1 = per unit values on a 100MVA base' - i_branchReceivingEndLossProportion 'Proportion of losses to be allocated to the receiving end of a branch' -* 49 parameters - values are loaded from GDX file in vSPDsolve.gms - i_StudyTradePeriod(tp) 'Trade periods that are to be studied' - i_CVPvalues(i_CVP) 'Values for the constraint violation penalties' -* Offer data - i_tradePeriodOfferParameter(tp,o,i_offerParam) 'Initial MW for each offer for the different trading periods' - i_tradePeriodEnergyOffer(tp,o,trdBlk,NRGofrCmpnt) 'Energy offers for the different trading periods' - i_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) 'Sustained (60s) PLSR offers for the different trading periods' - i_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) 'Fast (6s) PLSR offers for the different trading periods' - i_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) 'Sustained (60s) TWDR offers for the different trading periods' - i_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) 'Fast (6s) TWDR offers for the different trading periods' - i_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) 'Sustained (60s) ILR offers for the different trading periods' - i_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) 'Fast (6s) ILR offers for the different trading periods' -* Demand data - i_tradePeriodNodeDemand(tp,n) 'MW demand at each node for all trading periods' -* Bid data - i_tradePeriodEnergyBid(tp,bd,trdBlk,NRGbidCmpnt) 'Energy bids for the different trading periods' - i_tradePeriodSustainedILRbid(tp,bd,trdBlk,ILbidCmpnt) 'Sustained ILR bids for the different trading periods' - i_tradePeriodFastILRbid(tp,bd,trdBlk,ILbidCmpnt) 'Fast ILR bids for the different trading periods' -* Network data - i_tradePeriodHVDCNode(tp,n) 'HVDC node for the different trading periods' - i_tradePeriodReferenceNode(tp,n) 'Reference nodes for the different trading periods' - i_tradePeriodHVDCBranch(tp,br) 'HVDC branch indicator for the different trading periods' - i_tradePeriodBranchParameter(tp,br,i_branchParameter) 'Branch resistance, reactance, fixed losses and number of loss tranches for the different time periods' - i_tradePeriodBranchCapacity(tp,br) 'Branch capacity for the different trading periods in MW' - i_tradePeriodBranchCapacityDirected(tp,br,fd) 'Branch directed capacity for the different trading periods in MW (Branch Reverse Ratings)' - i_tradePeriodBranchOpenStatus(tp,br) 'Branch open status for the different trading periods, 1 = Open' - i_noLossBranch(los,i_lossParameter) 'Loss parameters for no loss branches' - i_AClossBranch(los,i_lossParameter) 'Loss parameters for AC loss branches' - i_HVDClossBranch(los,i_lossParameter) 'Loss parameters for HVDC loss branches' - i_tradePeriodNodeBusAllocationFactor(tp,n,b) 'Allocation factor of market node quantities to bus for the different trading periods' - i_tradePeriodBusElectricalIsland(tp,b) 'Electrical island status of each bus for the different trading periods (0 = Dead)' -* Risk/Reserve data - i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) 'Risk parameters for the different trading periods (From RMT)' - i_tradePeriodManualRisk(tp,ild,resC) 'Manual risk set for the different trading periods' -* Branch constraint data - i_tradePeriodBranchConstraintFactors(tp,brCstr,br) 'Branch constraint factors (sensitivities) for the different trading periods' - i_tradePeriodBranchConstraintRHS(tp,brCstr,CstrRHS) 'Branch constraint sense and limit for the different trading periods' -* AC node constraint data - i_tradePeriodACnodeConstraintFactors(tp,ACnodeCstr,n) 'AC node constraint factors (sensitivities) for the different trading periods' - i_tradePeriodACnodeConstraintRHS(tp,ACnodeCstr,CstrRHS) 'AC node constraint sense and limit for the different trading periods' -* Market node constraint data - i_tradePeriodMNodeEnergyOfferConstraintFactors(tp,MnodeCstr,o) 'Market node energy offer constraint factors for the different trading periods' - i_tradePeriodMNodeReserveOfferConstraintFactors(tp,MnodeCstr,o,resC,resT) 'Market node reserve offer constraint factors for the different trading periods' - i_tradePeriodMNodeEnergyBidConstraintFactors(tp,MnodeCstr,bd) 'Market node energy bid constraint factors for the different trading periods' - i_tradePeriodMNodeILReserveBidConstraintFactors(tp,MnodeCstr,bd,resC) 'Market node IL reserve bid constraint factors for the different trading periods' - i_tradePeriodMNodeConstraintRHS(tp,MnodeCstr,CstrRHS) 'Market node constraint sense and limit for the different trading periods' -* Mixed constraint data - i_type1MixedConstraintVarWeight(t1MixCstr) 'Type 1 mixed constraint variable weights' - i_type1MixedConstraintGenWeight(t1MixCstr,o) 'Type 1 mixed constraint generator weights' - i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) 'Type 1 mixed constraint reserve weights' - i_type1MixedConstraintHVDClineWeight(t1MixCstr,br) 'Type 1 mixed constraint HVDC branch flow weights' - i_tradePeriodType1MixedConstraintRHSParameters(tp,t1MixCstr,t1MixCstrRHS) 'Type 1 mixed constraint RHS parameters' - i_type2MixedConstraintLHSParameters(t2MixCstr,t1MixCstr) 'Type 2 mixed constraint LHS weights' - i_tradePeriodType2MixedConstraintRHSParameters(tp,t2MixCstr,CstrRHS) 'Type 2 mixed constraint RHS parameters' -* Generic constraint data - i_tradePeriodGenericEnergyOfferConstraintFactors(tp,gnrcCstr,o) 'Generic constraint offer constraint factors for the different trading periods' - i_tradePeriodGenericReserveOfferConstraintFactors(tp,gnrcCstr,o,resC,resT) 'Generic constraint reserve offer constraint factors for the different trading periods' - i_tradePeriodGenericEnergyBidConstraintFactors(tp,gnrcCstr,bd) 'Generic constraint energy bid constraint factors for the different trading periods' - i_tradePeriodGenericILReserveBidConstraintFactors(tp,gnrcCstr,bd,resC) 'Generic constraint IL reserve bid constraint factors for the different trading periods' - i_tradePeriodGenericBranchConstraintFactors(tp,gnrcCstr,br) 'Generic constraint energy offer constraint factors for the different trading periods' - i_tradePeriodGenericConstraintRHS(tp,gnrcCstr,CstrRHS) 'Generic constraint sense and limit for the different trading periods' -* 11 parameters loaded from GDX with conditional load statement at execution time - i_tradePeriodAllowHVDCRoundpower(tp) 'Flag to allow roundpower on the HVDC (1 = Yes)' - i_tradePeriodManualRisk_ECE(tp,ild,resC) 'Manual ECE risk set for the different trading periods' - i_tradePeriodHVDCSecRiskEnabled(tp,ild,riskC) 'Flag indicating if the HVDC secondary risk is enabled (1 = Yes)' - i_tradePeriodHVDCSecRiskSubtractor(tp,ild) 'Ramp up capability on the HVDC pole that is not the secondary risk' - i_type1MixedConstraintAClineWeight(t1MixCstr,br) 'Type 1 mixed constraint AC branch flow weights' - i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) 'Type 1 mixed constraint AC branch loss weights' - i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) 'Type 1 mixed constraint AC branch fixed losses weight' - i_type1MixedConstraintHVDClineLossWeight(t1MixCstr,br) 'Type 1 mixed constraint HVDC branch loss weights' - i_type1MixedConstraintHVDClineFixedLossWeight(t1MixCstr,br) 'Type 1 mixed constraint HVDC branch fixed losses weight' - i_type1MixedConstraintPurWeight(t1MixCstr,bd) 'Type 1 mixed constraint demand bid weights' - i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) 'MW used to determine factor to adjust maximum reserve of a reserve class' -* Virtual reserve - i_tradePeriodVROfferMax(tp,ild,resC) 'Maximum MW of the virtual reserve offer' - i_tradePeriodVROfferPrice(tp,ild,resC) 'Price of the virtual reserve offer' -* Scarcity pricing - i_tradePeriodScarcitySituationExists(tp,sarea) 'Flag to indicate that a scarcity situation exists (1 = Yes)' - i_tradePeriodGWAPFloor(tp,sarea) 'Floor price for the scarcity situation in scarcity area' - i_tradePeriodGWAPCeiling(tp,sarea) 'Ceiling price for the scarcity situation in scarcity area' - i_tradePeriodGWAPPastDaysAvg(tp,ild) 'Average GWAP over past days - number of periods in GWAP count' - i_tradePeriodGWAPCountForAvg(tp,ild) 'Number of periods used for the i_gwapPastDaysAvg' - i_tradePeriodGWAPThreshold(tp,ild) 'Threshold on previous 336 trading period GWAP - cumulative price threshold' - -* Real Time Pricing - Inputs - studyMode 'FP~111, RTD~101, RTP~110, PRSS~130, NRSS~132, PRSL~131, NRSL~133,WDS~120' /111/ - useGenInitialMW 'Flag that if set to 1 indicates that for a schedule that is solving multiple intervals in batch mode' /0/ - runEnrgShortfallTransfer 'Flag that if set to 1 will enable shortfall transfer. Until shortfall transfer is activated this flag will be set to 0' /0/ - runPriceTransfer 'Flag that if set to 1 will enable price transfer. Until price transfer is activated this flag will be set to 0' /0/ - InputInitialLoad(tp,n) 'This value represents actual load MW for RTD schedule input' - LoadIsOverride(tp,n) 'Flag if set to 1 --> InputInitialLoad will be fixed as node demand' - LoadIsBad(tp,n) 'Flag if set to 1 --> InitialLoad will be replaced by Estimated Initial Load' - LoadIsNCL(tp,n) 'Flag if set to 1 --> non-conforming load --> will be fixed in RTD load calculation' - ConformingFactor(tp,n) 'Initial estimated load for conforming load' - NonConformingLoad(tp,n) 'Initial estimated load for non-conforming load' - MaxLoad(tp,n) 'Pnode maximum load' - useActualLoad(tp) 'Flag that if set to 0, initial estimated load [conformingfactor/noncomformingload] is used as initial load ' - dontScaleNegativeLoad(tp) 'Flag that if set to 1 --> negative load will be fixed in RTD load calculation' - - islandMWIPS(tp,ild) 'Island total generation at the start of RTD run' - islandPDS(tp,ild) 'Island pre-solve deviation - used to adjust RTD node demand' - islandLosses(tp,ild) 'Island estimated losss - used to adjust RTD mode demand' - - energyScarcityEnabled(tp) 'Flag to apply energy scarcity (this is different from FP scarcity situation)' - reserveScarcityEnabled(tp) 'Flag to apply reserve scarcity (this is different from FP scarcity situation)' - scarcityEnrgNationalFactor(tp,trdBlk) 'National energy scarcity factors' - scarcityEnrgNationalPrice(tp,trdBlk) 'National energy scarcity prices' - scarcityEnrgNodeFactor(tp,n,trdBlk) 'Nodal energy scarcity factors' - scarcityEnrgNodeFactorPrice(tp,n,trdBlk) 'Nodal energy scarcity prices vs factors' - scarcityEnrgNodeLimit(tp,n,trdBlk) 'Nodal energy scarcity limits' - scarcityEnrgNodeLimitPrice(tp,n,trdBlk) 'Nodal energy scarcity prices vs limits' - scarcityResrvIslandLimit(tp,ild,resC,trdBlk) 'Reserve scarcity limits' - scarcityResrvIslandPrice(tp,ild,resC,trdBlk) 'Reserve scarcity prices' - - ; - -* End of GDX declarations - - - -*=================================================================================== -* 2. Declare additional sets and parameters used throughout the model -*=================================================================================== - -Scalars - sequentialSolve - useAClossModel - useHVDClossModel - useACbranchLimits 'Use the AC branch limits (1 = Yes)' - useHVDCbranchLimits 'Use the HVDC branch limits (1 = Yes)' - resolveCircularBranchFlows 'Resolve circular branch flows (1 = Yes)' - resolveHVDCnonPhysicalLosses 'Resolve nonphysical losses on HVDC branches (1 = Yes)' - resolveACnonPhysicalLosses 'Resolve nonphysical losses on AC branches (1 = Yes)' - circularBranchFlowTolerance - nonPhysicalLossTolerance - useBranchFlowMIPtolerance - useReserveModel 'Use the reserve model (1 = Yes)' - suppressMixedConstraint 'Suppress use of the mixed constraint formulation (1 = suppress)' - mixedMIPtolerance - LPtimeLimit 'CPU seconds allowed for LP solves' - LPiterationLimit 'Iteration limit allowed for LP solves' - MIPtimeLimit 'CPU seconds allowed for MIP solves' - MIPiterationLimit 'Iteration limit allowed for MIP solves' - MIPoptimality - disconnectedNodePriceCorrection 'Flag to apply price correction methods to disconnected node' - tradePeriodReports 'Specify 1 for reports at trading period level, 0 otherwise , no longer used?' - -* External loss model from Transpower - lossCoeff_A / 0.3101 / - lossCoeff_C / 0.14495 / - lossCoeff_D / 0.32247 / - lossCoeff_E / 0.46742 / - lossCoeff_F / 0.82247 / - maxFlowSegment / 10000 / - ; - -Sets -* Global - pole 'HVDC poles' - currTP(tp) 'Current trading period' -* Offer - offer(tp,o) 'Offers defined for the current trading period' - offerNode(tp,o,n) 'Mapping of the offers to the nodes for the current trading period' - validGenerationOfferBlock(tp,o,trdBlk) 'Valid trade blocks for the respective generation offers' - validReserveOfferBlock(tp,o,trdBlk,resC,resT) 'Valid trade blocks for the respective reserve offers by class and type' - PreviousMW(o) 'MW output of offer to be used as initial MW of the next trading period if necessary' - PositiveEnergyOffer(tp,o) 'Postive energy offers defined for the current trading period' -* Set for primary secondary offers - PrimarySecondaryOffer(tp,o,o1) 'Primary-secondary offer mapping for the current trading period' -* Bid - Bid(tp,bd) 'Bids defined for the current trading period' - BidNode(tp,bd,n) 'Mapping of the bids to the nodes for the current trading period' - validPurchaseBidBlock(tp,bd,trdBlk) 'Valid trade blocks for the respective purchase bids' - validPurchaseBidILRBlock(tp,bd,trdBlk,resC) 'Valid trade blocks for the respective purchase bids ILR' -* Network - Node(tp,n) 'Nodes defined for the current trading period' - Bus(tp,b) 'Buses defined for the current trading period' - NodeBus(tp,n,b) 'Mapping of the nodes to the buses for the current trading period' - NodeIsland(tp,n,ild) 'Mapping of the node to the island for the current trading period' - BusIsland(tp,b,ild) 'Mapping of the bus to the island for the current trading period' - HVDCNode(tp,n) 'HVDC node for the current trading period' - ACnode(tp,n) 'AC nodes for the current trading period' - ReferenceNode(tp,n) 'Reference node for the current trading period' - DCBus(tp,b) 'Buses corresponding to HVDC nodes' - ACBus(tp,b) 'Buses corresponding to AC nodes' - Branch(tp,br) 'Branches defined for the current trading period' - BranchBusDefn(tp,br,frB,toB) 'Branch bus connectivity for the current trading period' - BranchBusConnect(tp,br,b) 'Indication if a branch is connected to a bus for the current trading period' - ACBranchSendingBus(tp,br,b,fd) 'Sending (From) bus of AC branch in forward and backward direction' - ACBranchReceivingBus(tp,br,b,fd) 'Receiving (To) bus of AC branch in forward and backward direction' - HVDClinkSendingBus(tp,br,b) 'Sending (From) bus of HVDC link' - HVDClinkReceivingBus(tp,br,toB) 'Receiving (To) bus of HVDC link' - HVDClinkBus(tp,br,b) 'Sending or Receiving bus of HVDC link' - HVDClink(tp,br) 'HVDC links (branches) defined for the current trading period' - HVDCpoles(tp,br) 'DC transmission between Benmore and Hayward' - HVDCHalfPoles(tp,br) 'Connection DC Pole 1 between AC and DC systems at Benmore and Haywards' - HVDCpoleDirection(tp,br,fd) 'Direction defintion for HVDC poles S->N : Forward and N->S : Southward' - ACBranch(tp,br) 'AC branches defined for the current trading period' - validLossSegment(tp,br,los,fd) 'Valid loss segments for a branch' - lossBranch(tp,br) 'Subset of branches that have non-zero loss factors' -* Mapping set of branches to HVDC pole - HVDCpoleBranchMap(pole,br) 'Mapping of HVDC branch to pole number' -* Risk/Reserve - RiskGenerator(tp,o) 'Set of generators that can set the risk in the current trading period' - islandRiskGenerator(tp,ild,o) 'Mapping of risk generator to island in the current trading period' - GenRisk(riskC) 'Subset containing generator risks' - ManualRisk(riskC) 'Subset containting manual risks' - HVDCrisk(riskC) 'Subset containing DCCE and DCECE risks' - HVDCSecRisk(riskC) 'Subset containing secondary risk of the DCCE and DCECE events' - PLSRReserveType(resT) 'PLSR reserve type' - TWDRReserveType(resT) 'TWDR reserve type' - ILReserveType(resT) 'IL reserve type' - offerIsland(tp,o,ild) 'Mapping of reserve offer to island for the current trading period' - bidIsland(tp,bd,ild) 'Mapping of purchase bid ILR to island for the current trading period' -* Definition of CE and ECE events to support different CE and ECE CVPs - ContingentEvents(riskC) 'Subset of Risk Classes containing contigent event risks' - ExtendedContingentEvent(riskC) 'Subset of Risk Classes containing extended contigent event risk' -* Branch constraint - BranchConstraint(tp,brCstr) 'Set of branch constraints defined for the current trading period' -* AC node constraint - ACnodeConstraint(tp,ACnodeCstr) 'Set of AC node constraints defined for the current trading period' -* Market node constraint - MNodeConstraint(tp,MnodeCstr) 'Set of market node constraints defined for the current trading period' -* Mixed constraint - Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC) 'Mapping of mixed constraint variables to reserve-related data' - Type1MixedConstraint(tp,t1MixCstr) 'Set of type 1 mixed constraints defined for the current trading period' - Type2MixedConstraint(tp,t2MixCstr) 'Set of type 2 mixed constraints defined for the current trading period' - Type1MixedConstraintCondition(tp,t1MixCstr) 'Subset of type 1 mixed constraints that have a condition to check for the use of the alternate limit' -* Generic constraint - GenericConstraint(tp,gnrcCstr) 'Generic constraint defined for the current trading period' -* NMIR update - rampingConstraint(tp,brCstr) 'Subset of branch constraints that limit total HVDC sent from an island due to ramping (5min schedule only)' - bipoleConstraint(tp,ild,brCstr) 'Subset of branch constraints that limit total HVDC sent from an island' - monopoleConstraint(tp,ild,brCstr,br) 'Subset of branch constraints that limit the flow on HVDC pole sent from an island' - - riskGroupOffer(tp,rg,o,riskC) 'Mappimg of risk group to offers in current trading period for each risk class - SPD version 11.0 update' - islandRiskGroup(tp,ild,rg,riskC) 'Mappimg of risk group to island in current trading period for each risk class - SPD version 11.0 update' - ; - -Parameters -* Offers - RampRateUp(tp,o) 'The ramping up rate in MW per minute associated with the generation offer (MW/min)' - RampRateDown(tp,o) 'The ramping down rate in MW per minute associated with the generation offer (MW/min)' - GenerationStart(tp,o) 'The MW generation level associated with the offer at the start of a trading period' - ReserveGenerationMaximum(tp,o) 'Maximum generation and reserve capability for the current trading period (MW)' - WindOffer(tp,o) 'Flag to indicate if offer is from wind generator (1 = Yes)' - PriceResponsive(tp,o) 'Flag to indicate if wind offer is price responsive (1 = Yes)' - PotentialMW(tp,o) 'Potential max output of Wind offer' -* Primary-secondary offer parameters - HasSecondaryOffer(tp,o) 'Flag to indicate if offer has a secondary offer (1 = Yes)' - HasPrimaryOffer(tp,o) 'Flag to indicate if offer has a primary offer (1 = Yes)' -* Frequency keeper band MW - FKBand(tp,o) 'Frequency keeper band MW which is set when the risk setter is selected as the frequency keeper' - GenerationMaximum(tp,o) 'Maximum generation level associated with the generation offer (MW)' - GenerationMinimum(tp,o) 'Minimum generation level associated with the generation offer (MW)' - GenerationEndUp(tp,o) 'MW generation level associated with the offer at the end of the trading period assuming ramp rate up' - GenerationEndDown(tp,o) 'MW generation level associated with the offer at the end of the trading period assuming ramp rate down' - RampTimeUp(tp,o) 'Minimum of the trading period length and time to ramp up to maximum (Minutes)' - RampTimeDown(tp,o) 'Minimum of the trading period length and time to ramp down to minimum (Minutes)' -* Energy offer - GenerationOfferMW(tp,o,trdBlk) 'Generation offer block (MW)' - GenerationOfferPrice(tp,o,trdBlk) 'Generation offer price ($/MW)' -* Reserve offer - ReserveOfferProportion(tp,o,trdBlk,resC) 'The percentage of the MW block available for PLSR of class FIR or SIR' - ReserveOfferPrice(tp,o,trdBlk,resC,resT) 'The price of the reserve of the different reserve classes and types ($/MW)' - ReserveOfferMaximum(tp,o,trdBlk,resC,resT) 'The maximum MW offered reserve for the different reserve classes and types (MW)' -* Demand - NodeDemand(tp,n) 'Nodal demand for the current trading period in MW' -* Bid - PurchaseBidMW(tp,bd,trdBlk) 'Purchase bid block in MW' - PurchaseBidPrice(tp,bd,trdBlk) 'Purchase bid price in $/MW' - PurchaseBidILRMW(tp,bd,trdBlk,resC) 'Purchase bid ILR block in MW for the different reserve classes' - PurchaseBidILRPrice(tp,bd,trdBlk,resC) 'Purchase bid ILR price in $/MW for the different reserve classes' -* Network - branchCapacity(tp,br,fd) 'MW capacity of a branch for the current trading period' - branchResistance(tp,br) 'Resistance of the a branch for the current trading period in per unit' - branchSusceptance(tp,br) 'Susceptance (inverse of reactance) of a branch for the current trading period in per unit' - branchFixedLoss(tp,br) 'Fixed loss of the a branch for the current trading period in MW' - branchLossBlocks(tp,br) 'Number of blocks in the loss curve for the a branch in the current trading period' - lossSegmentMW(tp,br,los,fd) 'MW capacity of each loss segment' - lossSegmentFactor(tp,br,los,fd) 'Loss factor of each loss segment' - ACBranchLossMW(tp,br,los,fd) 'MW element of the loss segment curve in MW' - ACBranchLossFactor(tp,br,los,fd) 'Loss factor element of the loss segment curve' - HVDCBreakPointMWFlow(tp,br,bp,fd) 'Value of power flow on the HVDC at the break point' - HVDCBreakPointMWLoss(tp,br,bp,fd) 'Value of variable losses on the HVDC at the break point' - NodeBusAllocationFactor(tp,n,b) 'Allocation factor of market node to bus for the current trade period' - BusElectricalIsland(tp,b) 'Bus electrical island status for the current trade period (0 = Dead)' -* Flag to allow roundpower on the HVDC link - AllowHVDCRoundpower(tp) 'Flag to allow roundpower on the HVDC (1 = Yes)' -* Risk/Reserve - ReserveClassGenerationMaximum(tp,o,resC) 'MW used to determine factor to adjust maximum reserve of a reserve class' - ReserveMaximumFactor(tp,o,resC) 'Factor to adjust the maximum reserve of the different classes for the different offers' - IslandRiskAdjustmentFactor(tp,ild,resC,riskC) 'Risk adjustment factor for each island, reserve class and risk class' - FreeReserve(tp,ild,resC,riskC) 'MW free reserve for each island, reserve class and risk class' - HVDCpoleRampUp(tp,ild,resC,riskC) 'HVDC pole MW ramp up capability for each island, reserve class and risk class' - IslandMinimumRisk(tp,ild,resC,riskC) 'Minimum MW risk level for each island for each reserve class and risk class' -* HVDC secondary risk parameters - HVDCSecRiskEnabled(tp,ild,riskC) 'Flag indicating if the HVDC secondary risk is enabled (1 = Yes)' - HVDCSecRiskSubtractor(tp,ild) 'Ramp up capability on the HVDC pole that is not the secondary risk' - HVDCSecIslandMinimumRisk(tp,ild,resC,riskC) 'Minimum risk in each island for the HVDC secondary risk' - -* NMIR parameters -* The follwing are new input for NMIR - reserveRoundPower(tp,resC) 'Database flag that disables round power under certain circumstances' - reserveShareEnabled(tp,resC) 'Database flag if reserve class resC is sharable' - modulationRiskClass(tp,riskC) 'HVDC energy modulation due to frequency keeping action' - roundPower2MonoLevel(tp) 'HVDC sent value above which one pole is stopped and therefore FIR cannot use round power' - bipole2MonoLevel(tp) 'HVDC sent value below which one pole is available to start in the opposite direction and therefore SIR can use round power' - MonopoleMinimum(tp) 'The lowest level that the sent HVDC sent can ramp down to when round power is not available.' - HVDCControlBand(tp,rd) 'Modulation limit of the HVDC control system apply to each HVDC direction' - HVDClossScalingFactor(tp) 'Losses used for full voltage mode are adjusted by a factor of (700/500)^2 for reduced voltage operation' - sharedNFRFactor(tp) 'Factor that is applied to [sharedNFRLoad - sharedNFRLoadOffset] as part of the calculation of sharedNFRMax' - sharedNFRLoadOffset(tp,ild) 'Island load that does not provide load damping, e.g., Tiwai smelter load in the South Island. Subtracted from the sharedNFRLoad in the calculation of sharedNFRMax.' - effectiveFactor(tp,ild,resC,riskC) 'Estimate of the effectiveness of the shared reserve once it has been received in the risk island.' - RMTReserveLimitTo(tp,ild,resC) 'The shared reserve limit used by RMT when it calculated the NFRs. Applied as a cap to the value that is calculated for SharedNFRMax.' -* The follwing are calculated parameters for NMIR - reserveShareEnabledOverall(tp) 'An internal parameter based on the FIR and SIR enabled, and used as a switch in various places' - modulationRisk(tp) 'Max of HVDC energy modulation due to frequency keeping action' - roPwrZoneExit(tp,resC) 'Above this point there is no guarantee that HVDC sent can be reduced below MonopoleMinimum.' - sharedNFRLoad(tp,ild) 'Island load, calculated in pre-processing from the required load and the bids. Used as an input to the calculation of SharedNFRMax.' - sharedNFRMax(tp,ild) 'Amount of island free reserve that can be shared through HVDC' - numberOfPoles(tp,ild) 'Number of HVDC poles avaialbe to send energy from an island' - monoPoleCapacity(tp,ild,br) 'Maximum capacity of monopole defined by min of branch capacity and monopole constraint RHS' - biPoleCapacity(tp,ild) 'Maximum capacity of bipole defined by bipole constraint RHS' - HVDCMax(tp,ild) 'Max HVDC flow based on available poles and branch group constraints RHS' - HVDCCapacity(tp,ild) 'Total sent capacity of HVDC based on available poles' - HVDCResistance(tp,ild) 'Estimated resistance of HVDC flow sent from an island' - HVDClossSegmentMW(tp,ild,los) 'MW capacity of each loss segment applied to aggregated HVDC capacity' - HVDClossSegmentFactor(tp,ild,los) 'Loss factor of each loss segment applied to to aggregated HVDC loss' - HVDCSentBreakPointMWFlow(tp,ild,los) 'Value of total HVDC sent power flow at the break point --> lambda segment loss model' - HVDCSentBreakPointMWLoss(tp,ild,los) 'Value of ariable losses of the total HVDC sent at the break point --> lambda segment loss model' - HVDCReserveBreakPointMWFlow(tp,ild,los) 'Value of total HVDC sent power flow + reserve at the break point --> lambda segment loss model' - HVDCReserveBreakPointMWLoss(tp,ild,los) 'Value of post-contingent variable HVDC losses at the break point --> lambda segment loss model' -* The follwing are flag and scalar for testing - UseShareReserve 'Flag to indicate if the reserve share is applied' - BigM 'Big M value to be applied for single active segment HVDC loss model' /10000/ -* NMIR parameters end - -* Branch constraint - BranchConstraintFactors(tp,brCstr,br) 'Branch security constraint factors (sensitivities) for the current trading period' - BranchConstraintSense(tp,brCstr) 'Branch security constraint sense for the current trading period (-1:<=, 0:= 1:>=)' - BranchConstraintLimit(tp,brCstr) 'Branch security constraint limit for the current trading period' -* AC node constraint - ACnodeConstraintFactors(tp,ACnodeCstr,n) 'AC node security constraint factors (sensitivities) for the current trading period' - ACnodeConstraintSense(tp,ACnodeCstr) 'AC node security constraint sense for the current trading period (-1:<=, 0:= 1:>=)' - ACnodeConstraintLimit(tp,ACnodeCstr) 'AC node security constraint limit for the current trading period' -* Market node constraint - MNodeEnergyOfferConstraintFactors(tp,MnodeCstr,o) 'Market node energy offer constraint factors for the current trading period' - MNodeReserveOfferConstraintFactors(tp,MnodeCstr,o,resC,resT) 'Market node reserve offer constraint factors for the current trading period' - MNodeEnergyBidConstraintFactors(tp,MnodeCstr,bd) 'Market node energy bid constraint factors for the current trading period' - MNodeILReserveBidConstraintFactors(tp,MnodeCstr,bd,resC) 'Market node IL reserve bid constraint factors for the current trading period' - MNodeConstraintSense(tp,MnodeCstr) 'Market node constraint sense for the current trading period' - MNodeConstraintLimit(tp,MnodeCstr) 'Market node constraint limit for the current trading period' -* Mixed constraint - useMixedConstraint(tp) 'Flag indicating use of the mixed constraint formulation (1 = Yes)' - Type1MixedConstraintSense(tp,t1MixCstr) 'Type 1 mixed constraint sense' - Type1MixedConstraintLimit1(tp,t1MixCstr) 'Type 1 mixed constraint limit 1' - Type1MixedConstraintLimit2(tp,t1MixCstr) 'Type 1 mixed constraint alternate limit (limit 2)' - Type2MixedConstraintSense(tp,t2MixCstr) 'Type 2 mixed constraint sense' - Type2MixedConstraintLimit(tp,t2MixCstr) 'Type 2 mixed constraint limit' -* Generic constraint - GenericEnergyOfferConstraintFactors(tp,gnrcCstr,o) 'Generic constraint energy offer factors for the current trading period' - GenericReserveOfferConstraintFactors(tp,gnrcCstr,o,resC,resT) 'Generic constraint reserve offer factors for the current trading period' - GenericEnergyBidConstraintFactors(tp,gnrcCstr,bd) 'Generic constraint energy bid factors for the current trading period' - GenericILReserveBidConstraintFactors(tp,gnrcCstr,bd,resC) 'Generic constraint IL reserve bid factors for the current trading period' - GenericBranchConstraintFactors(tp,gnrcCstr,br) 'Generic constraint branch factors for the current trading period' - GenericConstraintSense(tp,gnrcCstr) 'Generic constraint sense for the current trading period' - GenericConstraintLimit(tp,gnrcCstr) 'Generic constraint limit for the current trading period' -* Violation penalties - DeficitReservePenalty(resC) '6s and 60s reserve deficit violation penalty' -* Different CVPs defined for CE and ECE - DeficitReservePenalty_CE(resC) '6s and 60s CE reserve deficit violation penalty' - DeficitReservePenalty_ECE(resC) '6s and 60s ECE reserve deficit violation penalty' -* Post-processing - useBranchFlowMIP(tp) 'Flag to indicate if integer constraints are needed in the branch flow model: 1 = Yes' - useMixedConstraintMIP(tp) 'Flag to indicate if integer constraints are needed in the mixed constraint formulation: 1 = Yes' -* Virtual reserve - virtualReserveMax(tp,ild,resC) 'Maximum MW of virtual reserve offer in each island for each reserve class' - virtualReservePrice(tp,ild,resC) 'Price of virtual reserve offer in each island for each reserve class' - -* Real Time Pricing - Calculated parameters - InitialLoad(tp,n) 'Value that represents the Pnode load MW at the start of the solution interval. Depending on the inputs this value will be either actual load, an operator applied override or an estimated initial load' - LoadIsScalable(tp,n) 'Binary value. If True then the Pnode InitialLoad will be scaled in order to calculate nodedemand, if False then Pnode InitialLoad will be directly assigned to nodedemand' - LoadScalingFactor(tp,ild) 'Island-level scaling factor applied to InitialLoad in order to calculate nodedemand' - TargetTotalLoad(tp,ild) 'Island-level MW load forecast' - LoadCalcLosses(tp,ild) 'Island-level MW losses used to calculate the Island-level load forecast from the InputIPS and the IslandPSD. 1st loop --> InitialLosses, 2nd solve loop --> SystemLosses as calculated in section 6.3' - EstimatedInitialLoad(tp,n) 'Calculated estimate of initial MW load, available to be used as an alternative to InputInitialLoad' - EstScalingFactor(tp,ild) 'Scaling applied to ConformingFactor load MW in order to calculate EstimatedInitialLoad' - EstLoadIsScalable(tp,n) 'Binary value. If True then ConformingFactor load MW will be scaled in order to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be assigned directly to EstimatedInitialLoad' - EstNonScalableLoad(tp,n) 'For a non-conforming Pnode this will be the NonConformingLoad MW input, for a conforming Pnode this will be the ConformingFactor MW input if that value is negative, otherwise it will be zero' - EstScalableLoad(tp,n) 'For a non-conforming Pnode this value will be zero. For a conforming Pnode this value will be the ConformingFactor if it is non-negative, otherwise this value will be zero' - - ; - -Scalars -* Violation penalties -* These violation penalties are not specified in the model formulation document (ver.4.3) but are specified in the -* document "Resolving Infeasibilities & High Spring Washer Price situations - an overview" available at www.systemoperator.co.nz/n2766,264.html - deficitBusGenerationPenalty 'Bus deficit violation penalty' - surplusBusGenerationPenalty 'Bus surplus violation penalty' - deficitBrCstrPenalty 'Deficit branch group constraint violation penalty' - surplusBrCstrPenalty 'Surplus branch group constraint violation penalty' - deficitGnrcCstrPenalty 'Deficit generic constraint violation penalty' - surplusGnrcCstrPenalty 'Surplus generic constraint violation penalty' - DeficitRampRatePenalty 'Deficit ramp rate violation penalty' - SurplusRampRatePenalty 'Surplus ramp rate violation penalty' - deficitACnodeCstrPenalty 'AC node constraint deficit penalty' - surplusACnodeCstrPenalty 'AC node constraint surplus penalty' - deficitBranchFlowPenalty 'Deficit branch flow violation penalty' - surplusBranchFlowPenalty 'Surplus branch flow violation penalty' - deficitMnodeCstrPenalty 'Deficit market node constraint violation penalty' - surplusMnodeCstrPenalty 'Surplus market node constraint violation penalty' - deficitT1MixCstrPenalty 'Type 1 deficit mixed constraint violation penalty' - surplusT1MixCstrPenalty 'Type 1 surplus mixed constraint violation penalty' -* Mixed constraint - MixedConstraintBigNumber 'Big number used in the definition of the integer variables for mixed constraints' /1000 / - useMixedConstraintRiskOffset 'Use the risk offset calculation based on mixed constraint formulation (1= Yes)' -* Separate flag for the CE and ECE CVP - DiffCeECeCVP 'Flag to indicate if the separate CE and ECE CVP is applied' - usePrimSecGenRiskModel 'Flag to use the revised generator risk model for generators with primary and secondary offers' - useDSBFDemandBidModel 'Flag to use the demand model defined under demand-side bidding and forecasting (DSBF) - only applied for PRSS and PRSL run' - ; - - -*=================================================================================== -* 3. Declare model variables and constraints, and initialise constraints -*=================================================================== ================ - -* VARIABLES - UPPER CASE -* Equations, parameters and everything else - lower or mixed case - -* Model formulation originally based on the SPD model formulation version 4.3 (15 Feb 2008) and amended as indicated - -Variables - NETBENEFIT 'Defined as the difference between the consumer surplus and producer costs adjusted for penalty costs' -* Risk - ISLANDRISK(tp,ild,resC,riskC) 'Island MW risk for the different reserve and risk classes' - GENISLANDRISK(tp,ild,o,resC,riskC) 'Island MW risk for different risk setting generators' - GENISLANDRISKGROUP(tp,ild,rg,resC,riskC) 'Island MW risk for different risk group - SPD version 11.0' - HVDCGENISLANDRISK(tp,ild,o,resC,riskC) 'Island MW risk for different risk setting generators + HVDC' - HVDCMANISLANDRISK(tp,ild,resC,riskC) 'Island MW risk for manual risk + HVDC' - HVDCREC(tp,ild) 'Total net pre-contingent HVDC MW flow received at each island' - RISKOFFSET(tp,ild,resC,riskC) 'MW offset applied to the raw risk to account for HVDC pole rampup, AUFLS, free reserve and non-compliant generation' - -* NMIR free variables - HVDCRESERVESENT(tp,ild,resC,rd) 'Total net post-contingent HVDC MW flow sent from an island applied to each reserve class' - HVDCRESERVELOSS(tp,ild,resC,rd) 'Post-contingent HVDC loss of energy + reserve sent from an island applied to each reserve class' -* NMIR free variables end - -* Network - ACNODENETINJECTION(tp,b) 'MW injection at buses corresponding to AC nodes' - ACBRANCHFLOW(tp,br) 'MW flow on undirected AC branch' - ACNODEANGLE(tp,b) 'Bus voltage angle' -* Mixed constraint variables - MIXEDCONSTRAINTVARIABLE(tp,t1MixCstr) 'Mixed constraint variable' - -* Demand bids can be either positive or negative from v6.0 of SPD formulation (with DSBF) -* The lower bound of the free variable is updated in vSPDSolve.gms to allow backward compatibility -* Note the formulation now refers to this as Demand. So Demand (in SPD formulation) = Purchase (in vSPD code) - PURCHASE(tp,bd) 'Total MW purchase scheduled' - PURCHASEBLOCK(tp,bd,trdBlk) 'MW purchase scheduled from the individual trade blocks of a bid' - - ; - -Positive variables -* system cost and benefit - SYSTEMBENEFIT(tp) 'Total purchase bid benefit by period' - SYSTEMCOST(tp) 'Total generation and reserve costs by period' - SYSTEMPENALTYCOST(tp) 'Total violation costs by period' - TOTALPENALTYCOST 'Total violation costs' -* Generation - GENERATION(tp,o) 'Total MW generation scheduled from an offer' - GENERATIONBLOCK(tp,o,trdBlk) 'MW generation scheduled from the individual trade blocks of an offer' -* Purchase - PURCHASEILR(tp,bd,resC) 'Total MW ILR provided by purchase bid for the different reserve classes' - PURCHASEILRBLOCK(tp,bd,trdBlk,resC) 'MW ILR provided by purchase bid for individual trade blocks for the different reserve classes' -* Reserve - RESERVE(tp,o,resC,resT) 'MW Reserve scheduled from an offer' - RESERVEBLOCK(tp,o,trdBlk,resC,resT) 'MW Reserve scheduled from the individual trade blocks of an offer' - ISLANDRESERVE(tp,ild,resC) 'Total island cleared reserve' -* NMIR positive variables - SHAREDNFR(tp,ild) 'Amount of free load reserve being shared from an island' - SHAREDRESERVE(tp,ild,resC) 'Amount of cleared reserve from an island being shared to the other island' - HVDCSENT(tp,ild) 'Directed pre-contingent HVDC MW flow sent from each island' - HVDCSENTLOSS(tp,ild) 'Energy loss for HVDC flow sent from an island' - RESERVESHAREEFFECTIVE(tp,ild,resC,riskC) 'Effective shared reserve received at island after adjusted for losses and effectiveness factor' - RESERVESHARERECEIVED(tp,ild,resC,rd) 'Directed shared reserve received at island after adjusted for losses' - RESERVESHARESENT(tp,ild,resC,rd) 'Directed shared reserve sent from and island' - RESERVESHAREPENALTY(tp) 'Penalty cost for excessive reserve sharing' -* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY - RESERVESHAREEFFECTIVE_CE(tp,ild,resC) 'Max effective shared reserve for CE risk received at island after adjusted for losses and effectiveness factor' - RESERVESHAREEFFECTIVE_ECE(tp,ild,resC) 'Max effective shared reserve for ECE risk received at island after adjusted for losses and effectiveness factor' -* NMIR positive variables end -* Network - HVDCLINKFLOW(tp,br) 'MW flow at the sending end scheduled for the HVDC link' - HVDCLINKLOSSES(tp,br) 'MW losses on the HVDC link' - LAMBDA(tp,br,bp) 'Non-negative weight applied to the breakpoint of the HVDC link' - ACBRANCHFLOWDIRECTED(tp,br,fd) 'MW flow on the directed branch' - ACBRANCHLOSSESDIRECTED(tp,br,fd) 'MW losses on the directed branch' - ACBRANCHFLOWBLOCKDIRECTED(tp,br,los,fd) 'MW flow on the different blocks of the loss curve' - ACBRANCHLOSSESBLOCKDIRECTED(tp,br,los,fd) 'MW losses on the different blocks of the loss curve' -* Violations - DEFICITBUSGENERATION(tp,b) 'Deficit generation at a bus in MW' - SURPLUSBUSGENERATION(tp,b) 'Surplus generation at a bus in MW' - DEFICITRESERVE(tp,ild,resC) 'Deficit reserve generation in each island for each reserve class in MW' - DEFICITBRANCHSECURITYCONSTRAINT(tp,brCstr) 'Deficit branch security constraint in MW' - SURPLUSBRANCHSECURITYCONSTRAINT(tp,brCstr) 'Surplus branch security constraint in MW' - DEFICITRAMPRATE(tp,o) 'Deficit ramp rate in MW' - SURPLUSRAMPRATE(tp,o) 'Surplus ramp rate in MW' - DEFICITACnodeCONSTRAINT(tp,ACnodeCstr) 'Deficit in AC node constraint in MW' - SURPLUSACnodeCONSTRAINT(tp,ACnodeCstr) 'Surplus in AC node constraint in MW' - DEFICITBRANCHFLOW(tp,br) 'Deficit branch flow in MW' - SURPLUSBRANCHFLOW(tp,br) 'Surplus branch flow in MW' - DEFICITMNODECONSTRAINT(tp,MnodeCstr) 'Deficit market node constraint in MW' - SURPLUSMNODECONSTRAINT(tp,MnodeCstr) 'Surplus market node constraint in MW' - DEFICITTYPE1MIXEDCONSTRAINT(tp,t1MixCstr) 'Type 1 deficit mixed constraint in MW' - SURPLUSTYPE1MIXEDCONSTRAINT(tp,t1MixCstr) 'Type 1 surplus mixed constraint in MW' - SURPLUSGENERICCONSTRAINT(tp,gnrcCstr) 'Surplus generic constraint in MW' - DEFICITGENERICCONSTRAINT(tp,gnrcCstr) 'Deficit generic constraint in MW' -* Seperate CE and ECE violation variables to support different CVPs for CE and ECE - DEFICITRESERVE_CE(tp,ild,resC) 'Deficit CE reserve generation in each island for each reserve class in MW' - DEFICITRESERVE_ECE(tp,ild,resC) 'Deficit ECE reserve generation in each island for each reserve class in MW' -* Scarcity pricing updates - VIRTUALRESERVE(tp,ild,resC) 'MW scheduled from virtual reserve' - ; - -Binary variables - MIXEDCONSTRAINTLIMIT2SELECT(tp,t1MixCstr) 'Binary decision variable used to detect if limit 2 should be selected for mixed constraints' -* NMIR binary variables - HVDCSENDING(tp,ild) 'Binary variable indicating if island ild is the sending end of the HVDC flow. 1 = Yes.' - INZONE(tp,ild,resC,z) 'Binary variable (1 = Yes ) indicating if the HVDC flow is in a zone (z) that facilitates the appropriate quantity of shared reserves in the reverse direction to the HVDC sending island ild for reserve class resC.' - HVDCSENTINSEGMENT(tp,ild,los) 'Binary variable to decide which loss segment HVDC flow sent from an island falling into --> active segment loss model' -* NMIR binary variables end - ; - -SOS1 Variables - ACBRANCHFLOWDIRECTED_INTEGER(tp,br,fd) 'Integer variables used to select branch flow direction in the event of circular branch flows (3.8.1)' - HVDCLINKFLOWDIRECTION_INTEGER(tp,fd) 'Integer variables used to select the HVDC branch flow direction on in the event of S->N (forward) and N->S (reverse) flows (3.8.2)' -* Integer varaible to prevent intra-pole circulating branch flows - HVDCPOLEFLOW_INTEGER(tp,pole,fd) 'Integer variables used to select the HVDC pole flow direction on in the event of circulating branch flows within a pole' - ; - -SOS2 Variables - LAMBDAINTEGER(tp,br,bp) 'Integer variables used to enforce the piecewise linear loss approxiamtion on the HVDC links' -* NMIR SOS2 variables - LAMBDAHVDCENERGY(tp,ild,bp) 'Integer variables used to enforce the piecewise linear loss approxiamtion on the HVDC links' - LAMBDAHVDCRESERVE(tp,ild,resC,rd,rsbp) 'Integer variables used to enforce the piecewise linear loss approxiamtion on the HVDC links' -* NMIR SOS2 variables end - ; - - -Equations - ObjectiveFunction 'Objective function of the dispatch model (4.1.1.1)' -* Offer and purchase definitions - GenerationOfferDefintion(tp,o) 'Definition of generation provided by an offer (3.1.1.2)' - GenerationRampUp(tp,o) 'Maximum movement of the generator upwards due to up ramp rate (3.7.1.1)' - GenerationRampDown(tp,o) 'Maximum movement of the generator downwards due to down ramp rate (3.7.1.2)' - PurchaseBidDefintion(tp,bd) 'Definition of purchase provided by a bid (3.1.1.5)' -* Change to demand bids - End -* Network - HVDClinkMaximumFlow(tp,br) 'Maximum flow on each HVDC link (3.2.1.1)' - HVDClinkLossDefinition(tp,br) 'Definition of losses on the HVDC link (3.2.1.2)' - HVDClinkFlowDefinition(tp,br) 'Definition of MW flow on the HVDC link (3.2.1.3)' - HVDClinkFlowIntegerDefinition1(tp) 'Definition of the integer HVDC link flow variable (3.8.2a)' - HVDClinkFlowIntegerDefinition2(tp,fd) 'Definition of the integer HVDC link flow variable (3.8.2b)' -* Additional constraints for the intra-pole circulating branch flows - HVDClinkFlowIntegerDefinition3(tp,pole) 'Definition of the HVDC pole integer varaible to prevent intra-pole circulating branch flows (3.8.2c)' - HVDClinkFlowIntegerDefinition4(tp,pole,fd) 'Definition of the HVDC pole integer varaible to prevent intra-pole circulating branch flows (3.8.2d)' - - LambdaDefinition(tp,br) 'Definition of weighting factor (3.2.1.4)' - LambdaIntegerDefinition1(tp,br) 'Definition of weighting factor when branch integer constraints are needed (3.8.3a)' - LambdaIntegerDefinition2(tp,br,los) 'Definition of weighting factor when branch integer constraints are needed (3.8.3b)' - - DCNodeNetInjection(tp,b) 'Definition of the net injection at buses corresponding to HVDC nodes (3.2.1.6)' - ACnodeNetInjectionDefinition1(tp,b) '1st definition of the net injection at buses corresponding to AC nodes (3.3.1.1)' - ACnodeNetInjectionDefinition2(tp,b) '2nd definition of the net injection at buses corresponding to AC nodes (3.3.1.2)' - ACBranchMaximumFlow(tp,br,fd) 'Maximum flow on the AC branch (3.3.1.3)' - ACBranchFlowDefinition(tp,br) 'Relationship between directed and undirected branch flow variables (3.3.1.4)' - LinearLoadFlow(tp,br) 'Equation that describes the linear load flow (3.3.1.5)' - ACBranchBlockLimit(tp,br,los,fd) 'Limit on each AC branch flow block (3.3.1.6)' - ACDirectedBranchFlowDefinition(tp,br,fd) 'Composition of the directed branch flow from the block branch flow (3.3.1.7)' - ACBranchLossCalculation(tp,br,los,fd) 'Calculation of the losses in each loss segment (3.3.1.8)' - ACDirectedBranchLossDefinition(tp,br,fd) 'Composition of the directed branch losses from the block branch losses (3.3.1.9)' - ACDirectedBranchFlowIntegerDefinition1(tp,br) 'Integer constraint to enforce a flow direction on loss AC branches in the presence of circular branch flows or non-physical losses (3.8.1a)' - ACDirectedBranchFlowIntegerDefinition2(tp,br,fd) 'Integer constraint to enforce a flow direction on loss AC branches in the presence of circular branch flows or non-physical losses (3.8.1b)' -* Risk - RiskOffsetCalculation_DCCE(tp,ild,resC,riskC) 'Calculation of the risk offset variable for the DCCE risk class. Suppress this when suppressMixedConstraint flag is true (3.4.1.2)' - RiskOffsetCalculation_DCECE(tp,ild,resC,riskC) 'Calculation of the risk offset variable for the DCECE risk class. Suppress this when suppressMixedConstraint flag is true (3.4.1.4)' - RiskOffsetCalculation(tp,t1MixCstr,ild,resC,riskC) 'Risk offset definition. Suppress this when suppressMixedConstraint flag is true (3.4.1.5 - v4.4)' - HVDCIslandRiskCalculation(tp,ild,resC,riskC) 'Calculation of the island risk for a DCCE and DCECE (3.4.1.1)' - HVDCRecCalculation(tp,ild) 'Calculation of the net received HVDC MW flow into an island (3.4.1.5)' - GenIslandRiskCalculation(tp,ild,o,resC,riskC) 'Calculation of the island risk for risk setting generators (3.4.1.6)' - GenIslandRiskCalculation_1(tp,ild,o,resC,riskC) 'Calculation of the island risk for risk setting generators (3.4.1.6)' - ManualIslandRiskCalculation(tp,ild,resC,riskC) 'Calculation of the island risk based on manual specifications (3.4.1.7)' - HVDCIslandSecRiskCalculation_GEN(tp,ild,o,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to an AC risk (3.4.1.8)' - HVDCIslandSecRiskCalculation_GEN_1(tp,ild,o,resC,riskC)'Calculation of the island risk for an HVDC secondary risk to an AC risk (3.4.1.8)' - HVDCIslandSecRiskCalculation_Manual(tp,ild,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to a manual risk (3.4.1.9)' - HVDCIslandSecRiskCalculation_Manu_1(tp,ild,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to a manual risk (3.4.1.9)' - GenIslandRiskGroupCalculation(tp,ild,rg,resC,riskC) 'Calculation of the island risk of risk group (3.4.1.10) - SPD version 11.0' - GenIslandRiskGroupCalculation_1(tp,ild,rg,resC,riskC) 'Calculation of the risk of risk group (3.4.1.10) - SPD version 11.0' -* Reserve - PLSRReserveProportionMaximum(tp,o,trdBlk,resC,resT) 'Maximum PLSR as a proportion of the block MW (3.4.2.1)' - ReserveOfferDefinition(tp,o,resC,resT) 'Definition of the reserve offers of different classes and types (3.4.2.3a)' - ReserveDefinitionPurchaseBid(tp,bd,resC) 'Definition of the ILR reserve provided by purchase bids (3.4.2.3b)' - EnergyAndReserveMaximum(tp,o,resC) 'Definition of maximum energy and reserves from each generator (3.4.2.4)' - PurchaseBidReserveMaximum(tp,bd,resC) 'Maximum ILR provided by purchase bids (3.4.2.5)' -* General NMIR equations - EffectiveReserveShareCalculation(tp,ild,resC,riskC) 'Calculation of effective shared reserve (3.4.2.1)' - SharedReserveLimitByClearedReserve(tp,ild,resC) 'Shared offered reserve is limited by cleared reserved (3.4.2.2)' - BothClearedAndFreeReserveCanBeShared(tp,ild,resC,rd) 'Shared reserve is covered by cleared reserved and shareable free reserve (3.4.2.4)' - ReserveShareSentLimitByHVDCControlBand(tp,ild,resC,rd) 'Reserve share sent from an island is limited by HVDC control band (3.4.2.5)' - FwdReserveShareSentLimitByHVDCCapacity(tp,ild,resC,rd) 'Forward reserve share sent from an island is limited by HVDC capacity (3.4.2.6)' - ReverseReserveOnlyToEnergySendingIsland(tp,ild,resC,rd) 'Shared reserve sent in reverse direction is possible only if the island is not sending energy through HVDC - (3.4.2.7)' - ReverseReserveShareLimitByHVDCControlBand(tp,ild,resC,rd) 'Reverse reserve share recieved at an island is limited by HVDC control band (3.4.2.8)' - ForwardReserveOnlyToEnergyReceivingIsland(tp,ild,resC,rd) 'Forward received reserve is possible if in the same direction of HVDC (3.4.2.9)' - ReverseReserveLimitInReserveZone(tp,ild,resC,rd,z) 'Reverse reserve constraint if HVDC sent flow in reverse zone (3.4.2.10)' - ZeroReserveInNoReserveZone(tp,ild,resC,z) 'No reverse reserve if HVDC sent flow in no reverse zone and no forward reserve if round power disabled (3.4.2.11) & (3.4.2.18)' - OnlyOneActiveHVDCZoneForEachReserveClass(tp,resC) 'Across both island, one and only one zone is active for each reserve class (3.4.2.12)' - ZeroSentHVDCFlowForNonSendingIsland(tp,ild) 'Directed HVDC sent from an island, if non-zero, must fall in a zone for each reserve class (3.4.2.13)' - RoundPowerZoneSentHVDCUpperLimit(tp,ild,resC,z) 'Directed HVDC sent from an island <= RoundPowerZoneExit level if in round power zone of that island (3.4.2.14)' - HVDCSendingIslandDefinition(tp,ild,resC) 'An island is HVDC sending island if HVDC flow sent is in one of the three zones for each reserve class (3.4.2.15)' - OnlyOneSendingIslandExists(tp) 'One and only one island is HVDC sending island (3.4.2.16)' - HVDCSentCalculation(tp,ild) 'Total HVDC sent from each island - (3.4.2.17) - SPD version 11.0' -* Lamda loss model - HVDCFlowAccountedForForwardReserve(tp,ild,resC,rd) 'HVDC flow sent from an island taking into account forward sent reserve (3.4.2.18) - SPD version 11.0' - ForwardReserveReceivedAtHVDCReceivingIsland(tp,ild,resC,rd) 'Forward reserve RECEIVED at an HVDC receiving island - (3.4.2.19) - SPD version 11.0' - HVDCFlowAccountedForReverseReserve(tp,ild,resC,rd) 'HVDC flow sent from an island taking into account reverse received reserve (3.4.2.20) - SPD version 11.0' - ReverseReserveReceivedAtHVDCSendingIsland(tp,ild,resC,rd) 'Reverse reserve RECEIVED at an HVDC sending island (3.4.2.21) - SPD version 11.0' - HVDCSentEnergyLambdaDefinition(tp,ild) 'Definition of weight factor for total HVDC energy sent from an island (3.4.2.22) - SPD version 11.0' - HVDCSentEnergyFlowDefinition(tp,ild) 'Lambda definition of total HVDC energy flow sent from an island (3.4.2.23) - SPD version 11.0' - HVDCSentEnergyLossesDefinition(tp,ild) 'Lambda definition of total loss of HVDC energy sent from an island (3.4.2.24) - SPD version 11.0' - HVDCSentReserveLambdaDefinition(tp,ild,resC,rd) 'Definition of weight factor for total HVDC+reserve sent from an island (3.4.2.25) - SPD version 11.0' - HVDCSentReserveFlowDefinition(tp,ild,resC,rd) 'Lambda definition of Reserse + Energy flow on HVDC sent from an island (3.4.2.26) - SPD version 11.0' - HVDCSentReserveLossesDefinition(tp,ild,resC,rd) 'Lambda definition of Reserse + Energy loss on HVDC sent from an island (3.4.2.27) - SPD version 11.0' -* Reserve share penalty - ExcessReserveSharePenalty(tp) 'Constraint to avoid excessive reserve share (3.4.2.28) - SPD version 11.0' -* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY - ReserveShareEffective_CE_Calculation(tp,ild,resC,riskC) 'Calculate max effective shared reserve for CE risk received at island (3.4.2.28)' - ReserveShareEffective_ECE_Calculation(tp,ild,resC,riskC) 'Calculate max effective shared reserve for ECE risk received at island (3.4.2.28)' - -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement(tp,ild,resC,riskC) 'Matching of reserve supply and demand (3.4.3.1)' - IslandReserveCalculation(tp,ild,resC) 'Calculate total island cleared reserve (3.4.3.2)' -* Branch security constraints - BranchSecurityConstraintLE(tp,brCstr) 'Branch security constraint with LE sense (3.5.1.5a)' - BranchSecurityConstraintGE(tp,brCstr) 'Branch security constraint with GE sense (3.5.1.5b)' - BranchSecurityConstraintEQ(tp,brCstr) 'Branch security constraint with EQ sense (3.5.1.5c)' -* AC node security constraints - ACnodeSecurityConstraintLE(tp,ACnodeCstr) 'AC node security constraint with LE sense (3.5.1.6a)' - ACnodeSecurityConstraintGE(tp,ACnodeCstr) 'AC node security constraint with GE sense (3.5.1.6b)' - ACnodeSecurityConstraintEQ(tp,ACnodeCstr) 'AC node security constraint with EQ sense (3.5.1.6c)' -* Market node security constraints - MNodeSecurityConstraintLE(tp,MnodeCstr) 'Market node security constraint with LE sense (3.5.1.7a)' - MNodeSecurityConstraintGE(tp,MnodeCstr) 'Market node security constraint with GE sense (3.5.1.7b)' - MNodeSecurityConstraintEQ(tp,MnodeCstr) 'Market node security constraint with EQ sense (3.5.1.7c)' -* Mixed constraints - Type1MixedConstraintLE(tp,t1MixCstr) 'Type 1 mixed constraint definition with LE sense (3.6.1.1a)' - Type1MixedConstraintGE(tp,t1MixCstr) 'Type 1 mixed constraint definition with GE sense (3.6.1.1b)' - Type1MixedConstraintEQ(tp,t1MixCstr) 'Type 1 mixed constraint definition with EQ sense (3.6.1.1c)' - Type2MixedConstraintLE(tp,t2MixCstr) 'Type 2 mixed constraint definition with LE sense (3.6.1.2a)' - Type2MixedConstraintGE(tp,t2MixCstr) 'Type 2 mixed constraint definition with GE sense (3.6.1.2b)' - Type2MixedConstraintEQ(tp,t2MixCstr) 'Type 2 mixed constraint definition with EQ sense (3.6.1.2c)' - Type1MixedConstraintLE_MIP(tp,t1MixCstr) 'Integer equivalent of type 1 mixed constraint definition with LE sense (3.6.1.1a_MIP)' - Type1MixedConstraintGE_MIP(tp,t1MixCstr) 'Integer equivalent of type 1 mixed constraint definition with GE sense (3.6.1.1b_MIP)' - Type1MixedConstraintEQ_MIP(tp,t1MixCstr) 'Integer equivalent of type 1 mixed constraint definition with EQ sense (3.6.1.1c_MIP)' - Type1MixedConstraintMIP(tp,t1MixCstr,br) 'Type 1 mixed constraint definition of alternate limit selection (integer)' -* Generic constraints - GenericSecurityConstraintLE(tp,gnrcCstr) 'Generic security constraint with LE sense' - GenericSecurityConstraintGE(tp,gnrcCstr) 'Generic security constraint with GE sense' - GenericSecurityConstraintEQ(tp,gnrcCstr) 'Generic security constraint with EQ sense' -* Violation cost - SystemCostDefinition(tp) 'Defined as the sum of the generation and reserve costs' - SystemBenefitDefinition(tp) 'Defined as the sum of the purcahse bid benefit' - SystemPenaltyCostDefinition(tp) 'Defined as the sum of the individual violation costs' - TotalViolationCostDefinition 'Deined as the sume of period violation cost' - ; - -* Objective function of the dispatch model (4.1.1.1) -ObjectiveFunction.. -NETBENEFIT -=e= - sum[ currTP, SYSTEMBENEFIT(currTP) - - SYSTEMCOST(currTP) - - SYSTEMPENALTYCOST(currTP) - - RESERVESHAREPENALTY(currTP) ] - -* the following prevents clearing more zero price reserve than required amount -- sum[ validReserveOfferBlock(currTP,o,trdBlk,resC,resT) - $ (ReserveOfferPrice(validReserveOfferBlock) = 0) - , 1e-6 * RESERVEBLOCK(validReserveOfferBlock) ] - ; - -* Defined as the sum of the individual violation costs -TotalViolationCostDefinition.. -TOTALPENALTYCOST -=e= - sum[ currTP, SYSTEMPENALTYCOST(currTP) ] - ; - -* Defined as the net sum of generation cost + reserve cost -SystemCostDefinition(currTP).. -SYSTEMCOST(currTP) -=e= - sum[ validGenerationOfferBlock(currTP,o,trdBlk) - , GENERATIONBLOCK(validGenerationOfferBlock) - * GenerationOfferPrice(validGenerationOfferBlock) ] -+ sum[ validReserveOfferBlock(currTP,o,trdBlk,resC,resT) - , RESERVEBLOCK(validReserveOfferBlock) - * ReserveOfferPrice(validReserveOfferBlock) ] -+ sum[ validPurchaseBidILRBlock(currTP,bd,trdBlk,resC) - , PURCHASEILRBLOCK(validPurchaseBidILRBlock) ] -+ sum[ (ild,resC) - , VIRTUALRESERVE(currTP,ild,resC) - * virtualReservePrice(currTP,ild,resC) ] - ; - -* Defined as the net sum of generation cost + reserve cost -SystemBenefitDefinition(currTP).. -SYSTEMBENEFIT(currTP) -=e= - sum[ validPurchaseBidBlock(currTP,bd,trdBlk) - , PURCHASEBLOCK(validPurchaseBidBlock) - * PurchaseBidPrice(validPurchaseBidBlock) ] - ; - -* Defined as the sum of the individual violation costs -SystemPenaltyCostDefinition(currTP).. -SYSTEMPENALTYCOST(currTP) -=e= - sum[ bus(currTP,b), deficitBusGenerationPenalty * DEFICITBUSGENERATION(bus) - + surplusBusGenerationPenalty * SURPLUSBUSGENERATION(bus) ] - -+ sum[ branch(currTP,br), surplusBranchFlowPenalty * SURPLUSBRANCHFLOW(branch) ] - -+ sum[ offer(currTP,o), deficitRampRatePenalty * DEFICITRAMPRATE(offer) - + surplusRampRatePenalty * SURPLUSRAMPRATE(Offer) ] - -+ sum[ ACnodeConstraint(currTP,ACnodeCstr) - , deficitACnodeCstrPenalty * DEFICITACnodeCONSTRAINT(ACnodeConstraint) - + surplusACnodeCstrPenalty * SURPLUSACnodeCONSTRAINT(ACnodeConstraint) ] - -+ sum[ BranchConstraint(currTP,brCstr) - , deficitBrCstrPenalty * DEFICITBRANCHSECURITYCONSTRAINT(currTP,brCstr) - + surplusBrCstrPenalty * SURPLUSBRANCHSECURITYCONSTRAINT(currTP,brCstr) ] - -+ sum[ MNodeConstraint(currTP,MnodeCstr) - , deficitMnodeCstrPenalty * DEFICITMNODECONSTRAINT(MNodeConstraint) - + surplusMnodeCstrPenalty * SURPLUSMNODECONSTRAINT(MNodeConstraint) ] - -+ sum[ Type1MixedConstraint(currTP,t1MixCstr) - , deficitT1MixCstrPenalty * DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) - + surplusT1MixCstrPenalty * SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) ] - -+ sum[ GenericConstraint(currTP,gnrcCstr) - , deficitGnrcCstrPenalty * DEFICITGENERICCONSTRAINT(GenericConstraint) - + surplusGnrcCstrPenalty * SURPLUSGENERICCONSTRAINT(GenericConstraint) ] -* Separate CE and ECE reserve deficity -+ sum[ (ild,resC) - , [DeficitReservePenalty(resC) * DEFICITRESERVE(currTP,ild,resC) ] - + [DeficitReservePenalty_CE(resC) * DEFICITRESERVE_CE(currTP,ild,resC) ] - + [DeficitReservePenalty_ECE(resC) * DEFICITRESERVE_ECE(currTP,ild,resC)] - ] - ; - - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== - -* Definition of generation provided by an offer (3.1.1.2) -GenerationOfferDefintion(offer(currTP,o)).. - GENERATION(offer) -=e= - sum[ validGenerationOfferBlock(offer,trdBlk), GENERATIONBLOCK(offer,trdBlk) ] - ; - -* Change constraint numbering. 3.1.1.5 in the SPD formulation v6.0 -* Definition of purchase provided by a bid (3.1.1.5) -PurchaseBidDefintion(bid(currTP,bd)).. - PURCHASE(bid) -=e= - sum[ validPurchaseBidBlock(bid,trdBlk), PURCHASEBLOCK(bid,trdBlk) ] - ; - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== - - - - -*======= HVDC TRANSMISSION EQUATIONS =========================================== - -* Maximum flow on each HVDC link (3.2.1.1) -HVDClinkMaximumFlow(HVDClink(currTP,br)) $ useHVDCbranchLimits .. - HVDCLINKFLOW(HVDClink) -=l= - sum[ fd $ ( ord(fd)=1 ), branchCapacity(HVDClink,fd) ] - ; - -* Definition of losses on the HVDC link (3.2.1.2) -HVDClinkLossDefinition(HVDClink(currTP,br)).. - HVDCLINKLOSSES(HVDClink) -=e= - sum[ validLossSegment(HVDClink,bp,fd) - , HVDCBreakPointMWLoss(HVDClink,bp,fd) * LAMBDA(HVDClink,bp) ] - ; - -* Definition of MW flow on the HVDC link (3.2.1.3) -HVDClinkFlowDefinition(HVDClink(currTP,br)).. - HVDCLINKFLOW(HVDClink) -=e= - sum[ validLossSegment(HVDClink,bp,fd) - , HVDCBreakPointMWFlow(HVDClink,bp,fd) * LAMBDA(HVDClink,bp) ] - ; - -* Definition of the integer HVDC link flow variable (3.8.2a) -* Not used if roundpower is allowed -HVDClinkFlowIntegerDefinition1(currTP) $ { UseBranchFlowMIP(currTP) and - resolveCircularBranchFlows and - (1-AllowHVDCRoundpower(currTP)) - }.. - sum[ fd, HVDCLINKFLOWDIRECTION_INTEGER(currTP,fd) ] -=e= - sum[ HVDCpoleDirection(HVDClink(currTP,br),fd), HVDCLINKFLOW(HVDClink) ] - ; - -* Definition of the integer HVDC link flow variable (3.8.2b) -* Not used if roundpower is allowed -HVDClinkFlowIntegerDefinition2(currTP,fd) $ { UseBranchFlowMIP(currTP) and - resolveCircularBranchFlows and - (1-AllowHVDCRoundpower(currTP)) - }.. - HVDCLINKFLOWDIRECTION_INTEGER(currTP,fd) -=e= - sum[ HVDCpoleDirection(HVDClink(currTP,br),fd), HVDCLINKFLOW(HVDClink) ] - ; - -* Definition of the integer HVDC pole flow variable for intra-pole circulating branch flows e (3.8.2c) -HVDClinkFlowIntegerDefinition3(currTP,pole) $ { UseBranchFlowMIP(currTP) and - resolveCircularBranchFlows }.. - sum[ br $ { HVDCpoles(currTP,br) - and HVDCpoleBranchMap(pole,br) } , HVDCLINKFLOW(currTP,br) ] -=e= - sum[ fd, HVDCPOLEFLOW_INTEGER(currTP,pole,fd) ] - ; - -* Definition of the integer HVDC pole flow variable for intra-pole circulating branch flows e (3.8.2d) -HVDClinkFlowIntegerDefinition4(currTP,pole,fd) $ { UseBranchFlowMIP(currTP) and - resolveCircularBranchFlows }.. - sum[ HVDCpoleDirection(HVDCpoles(currTP,br),fd) $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW(HVDCpoles) ] -=e= - HVDCPOLEFLOW_INTEGER(currTP,pole,fd) - ; - -* Definition of weighting factor (3.2.1.4) -LambdaDefinition(HVDClink(currTP,br)).. - sum(validLossSegment(HVDClink,bp,fd), LAMBDA(HVDClink,bp)) -=e= - 1 - ; - -* Definition of weighting factor when branch integer constraints are needed (3.8.3a) -LambdaIntegerDefinition1(HVDClink(currTP,br)) $ { UseBranchFlowMIP(currTP) and - resolveHVDCnonPhysicalLosses }.. - sum[ validLossSegment(HVDClink,bp,fd), LAMBDAINTEGER(HVDClink,bp) ] -=e= - 1 - ; - -* Definition of weighting factor when branch integer constraints are needed (3.8.3b) -LambdaIntegerDefinition2(HVDClink(currTP,br),bp) - $ { UseBranchFlowMIP(currTP) and resolveHVDCnonPhysicalLosses - and sum[ fd $ validLossSegment(HVDClink,bp,fd), 1] }.. - LAMBDAINTEGER(HVDClink,bp) -=e= - LAMBDA(HVDClink,bp) - ; - -* Definition of the net injection at the HVDC nodes (3.2.1.6) -DCNodeNetInjection(DCBus(currTP,b)).. - 0 -=e= - DEFICITBUSGENERATION(currTP,b) - SURPLUSBUSGENERATION(currTP,b) -+ sum[ HVDClinkReceivingBus(HVDClink(currTP,br),b), HVDCLINKFLOW(HVDClink) - - HVDCLINKLOSSES(HVDClink) - ] -- sum[ HVDClinkSendingBus(HVDClink(currTP,br),b), HVDCLINKFLOW(HVDClink) ] -- sum[ HVDClinkBus(HVDClink(currTP,br),b), 0.5* branchFixedLoss(HVDClink) ] - ; - -*======= HVDC TRANSMISSION EQUATIONS END ======================================= - - - - -*======= AC TRANSMISSION EQUATIONS ============================================= - -* 1st definition of the net injection at buses corresponding to AC nodes (3.3.1.1) -ACnodeNetInjectionDefinition1(ACBus(currTP,b)).. - ACNODENETINJECTION(currTP,b) -=e= - sum[ ACBranchSendingBus(ACBranch(currTP,br),b,fd) - , ACBRANCHFLOWDIRECTED(ACBranch,fd) - ] -- sum[ ACBranchReceivingBus(ACBranch(currTP,br),b,fd) - , ACBRANCHFLOWDIRECTED(ACBranch,fd) - ] - ; - -* 2nd definition of the net injection at buses corresponding to AC nodes (3.3.1.2) -ACnodeNetInjectionDefinition2(ACBus(currTP,b)).. - ACNODENETINJECTION(currTP,b) -=e= - sum[ offerNode(currTP,o,n) $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * GENERATION(currTP,o) ] -- sum[ BidNode(currTP,bd,n) $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * PURCHASE(currTP,bd) ] -- sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) ] -+ sum[ HVDClinkReceivingBus(HVDClink(currTP,br),b), HVDCLINKFLOW(HVDClink) ] -- sum[ HVDClinkReceivingBus(HVDClink(currTP,br),b), HVDCLINKLOSSES(HVDClink) ] -- sum[ HVDClinkSendingBus(HVDClink(currTP,br),b) , HVDCLINKFLOW(HVDClink) ] -- sum[ HVDClinkBus(HVDClink(currTP,br),b), 0.5 * branchFixedLoss(HVDClink) ] -- sum[ ACBranchReceivingBus(ACBranch(currTP,br),b,fd) - , i_branchReceivingEndLossProportion - * ACBRANCHLOSSESDIRECTED(ACBranch,fd) ] -- sum[ ACBranchSendingBus(ACBranch(currTP,br),b,fd) - , (1 - i_branchReceivingEndLossProportion) - * ACBRANCHLOSSESDIRECTED(ACBranch,fd) ] -- sum[ BranchBusConnect(ACBranch(currTP,br),b), 0.5*branchFixedLoss(ACBranch) ] -+ DEFICITBUSGENERATION(currTP,b) - SURPLUSBUSGENERATION(currTP,b) - ; - -* Maximum flow on the AC branch (3.3.1.3) - Modified for BranchcReverseRatings -ACBranchMaximumFlow(ACbranch(currTP,br),fd) $ useACbranchLimits.. - ACBRANCHFLOWDIRECTED(ACBranch,fd) - SURPLUSBRANCHFLOW(ACBranch) -=l= - branchCapacity(ACBranch,fd) - ; - -* Relationship between directed and undirected branch flow variables (3.3.1.4) -ACBranchFlowDefinition(ACBranch(currTP,br)).. - ACBRANCHFLOW(ACBranch) -=e= - sum[ fd $ (ord(fd) = 1), ACBRANCHFLOWDIRECTED(ACBranch,fd) ] -- sum[ fd $ (ord(fd) = 2), ACBRANCHFLOWDIRECTED(ACBranch,fd) ] - ; - -* Equation that describes the linear load flow (3.3.1.5) -LinearLoadFlow(ACBranch(currTP,br)).. - ACBRANCHFLOW(ACBranch) -=e= - branchSusceptance(ACBranch) - * sum[ BranchBusDefn(ACBranch,frB,toB) - , ACNODEANGLE(currTP,frB) - ACNODEANGLE(currTP,toB) ] - ; - -* Limit on each AC branch flow block (3.3.1.6) - Modified for BranchcReverseRatings -ACBranchBlockLimit(validLossSegment(ACBranch(currTP,br),los,fd)).. - ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) -=l= - ACBranchLossMW(ACBranch,los,fd) - ; - -* Composition of the directed branch flow from the block branch flow (3.3.1.7) -ACDirectedBranchFlowDefinition(ACBranch(currTP,br),fd).. - ACBRANCHFLOWDIRECTED(ACBranch,fd) -=e= - sum[ validLossSegment(ACBranch,los,fd) - , ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) ] - ; - -* Calculation of the losses in each loss segment (3.3.1.8) - Modified for BranchcReverseRatings -ACBranchLossCalculation(validLossSegment(ACBranch(currTP,br),los,fd)).. - ACBRANCHLOSSESBLOCKDIRECTED(ACBranch,los,fd) -=e= - ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) - * ACBranchLossFactor(ACBranch,los,fd) - ; - -* Composition of the directed branch losses from the block branch losses (3.3.1.9) -ACDirectedBranchLossDefinition(ACBranch(currTP,br),fd).. - ACBRANCHLOSSESDIRECTED(ACBranch,fd) -=e= - sum[ validLossSegment(ACBranch,los,fd) - , ACBRANCHLOSSESBLOCKDIRECTED(ACBranch,los,fd) ] - ; - -* Integer constraint to enforce a flow direction on loss AC branches in the -* presence of circular branch flows or non-physical losses (3.8.1a) -ACDirectedBranchFlowIntegerDefinition1(ACBranch(lossBranch(currTP,br))) - $ { UseBranchFlowMIP(currTP) and resolveCircularBranchFlows }.. - sum[ fd, ACBRANCHFLOWDIRECTED_INTEGER(ACBranch,fd) ] -=e= - sum[ fd, ACBRANCHFLOWDIRECTED(ACBranch,fd) ] - ; - -* Integer constraint to enforce a flow direction on loss AC branches in the -* presence of circular branch flows or non-physical losses (3.8.1b) -ACDirectedBranchFlowIntegerDefinition2(ACBranch(lossBranch(currTP,br)),fd) - $ { UseBranchFlowMIP(currTP) and resolveCircularBranchFlows }.. - ACBRANCHFLOWDIRECTED_INTEGER(ACBranch,fd) -=e= - ACBRANCHFLOWDIRECTED(ACBranch,fd) - ; - -*======= AC TRANSMISSION EQUATIONS END ========================================= - - - - -*======= RAMPING EQUATIONS ===================================================== - -* Maximum movement of the generator downwards due to up ramp rate (3.7.1.1) -GenerationRampUp(currTP,o) $ { PositiveEnergyOffer(currTP,o) - and ( not HasPrimaryOffer(currTP,o) ) }.. - sum[ o1 $ PrimarySecondaryOffer(currTP,o,o1), GENERATION(currTP,o1) ] -+ GENERATION(currTP,o) - DEFICITRAMPRATE(currTP,o) -=l= - GenerationEndUp(currTP,o) - ; - -* Maximum movement of the generator downwards due to down ramp rate (3.7.1.2) -GenerationRampDown(currTP,o) $ { PositiveEnergyOffer(currTP,o) - and ( not HasPrimaryOffer(currTP,o) ) }.. - sum[ o1 $ PrimarySecondaryOffer(currTP,o,o1), GENERATION(currTP,o1) ] -+ GENERATION(currTP,o) + SURPLUSRAMPRATE(currTP,o) -=g= - GenerationEndDown(currTP,o) - ; - -*======= RAMPING EQUATIONS END ================================================= - - - - -*======= RISK EQUATIONS ======================================================== - -* Calculation of the island risk for a DCCE and DCECE (3.4.1.1) -HVDCIslandRiskCalculation(currTP,ild,resC,HVDCrisk).. - ISLANDRISK(currTP,ild,resC,HVDCrisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,HVDCrisk) - * [ HVDCREC(currTP,ild) - - RISKOFFSET(currTP,ild,resC,HVDCrisk) -* SPD version 11.0 update - + modulationRiskClass(currTP,HVDCrisk) - ] - ; - -* Calculation of the risk offset variable for the DCCE risk class. -* This will be used when the useMixedConstraintRiskOffset flag is false (3.4.1.2) -RiskOffsetCalculation_DCCE(currTP,ild,resC,riskC) - $ { (not useMixedConstraintRiskOffset) and - HVDCrisk(riskC) and ContingentEvents(riskC) }.. - RISKOFFSET(currTP,ild,resC,riskC) -=e= - FreeReserve(currTP,ild,resC,riskC) + HVDCPoleRampUp(currTP,ild,resC,riskC) - ; - -* Calculation of the risk offset variable for the DCECE risk class. -* This will be used when the useMixedConstraintRiskOffset flag is false (3.4.1.4) -RiskOffsetCalculation_DCECE(currTP,ild,resC,riskC) - $ { (not useMixedConstraintRiskOffset) and HVDCrisk(riskC) and - ExtendedContingentEvent(riskC) }.. - RISKOFFSET(currTP,ild,resC,riskC) -=e= - FreeReserve(currTP,ild,resC,riskC) - ; - -* Risk offset definition (3.4.1.5) in old formulation (v4.4). -* Use this when the useMixedConstraintRiskOffset flag is set. -RiskOffsetCalculation(currTP,Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC)) - $ useMixedConstraintRiskOffset.. - RISKOFFSET(currTP,ild,resC,riskC) -=e= - MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) - ; - -* Calculation of the net received HVDC MW flow into an island (3.4.1.5) -HVDCRecCalculation(currTP,ild).. - HVDCREC(currTP,ild) -=e= - sum[ (b,br) $ { BusIsland(currTP,b,ild) - and HVDClinkSendingBus(currTP,br,b) - and HVDCPoles(currTP,br) - }, -HVDCLINKFLOW(currTP,br) - ] -+ sum[ (b,br) $ { BusIsland(currTP,b,ild) - and HVDClinkReceivingBus(currTP,br,b) - and HVDCPoles(currTP,br) - }, HVDCLINKFLOW(currTP,br) - HVDCLINKLOSSES(currTP,br) - ] - ; - -* Calculation of the risk of risk setting generators (3.4.1.6) -GenIslandRiskCalculation_1(currTP,ild,o,resC,GenRisk) - $ IslandRiskGenerator(currTP,ild,o).. - GENISLANDRISK(currTP,ild,o,resC,GenRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,GenRisk) - * [ GENERATION(currTP,o) - - FreeReserve(currTP,ild,resC,GenRisk) - + FKBand(currTP,o) - + sum[ resT, RESERVE(currTP,o,resC,resT) ] - + sum[ o1 $ {PrimarySecondaryOffer(currTP,o,o1) and UsePrimSecGenRiskModel} - , sum[ resT, RESERVE(currTP,o1,resC,resT) ] + GENERATION(currTP,o1) ] - ] -* NMIR update -- RESERVESHAREEFFECTIVE(currTP,ild,resC,GenRisk)$reserveShareEnabled(currTP,resC) - ; - -* Calculation of the island risk for risk setting generators (3.4.1.6) -GenIslandRiskCalculation(currTP,ild,o,resC,GenRisk) - $ IslandRiskGenerator(currTP,ild,o).. - ISLANDRISK(currTP,ild,resC,GenRisk) -=g= - GENISLANDRISK(currTP,ild,o,resC,GenRisk) - ; - -* Calculation of the island risk based on manual specifications (3.4.1.7) -ManualIslandRiskCalculation(currTP,ild,resC,ManualRisk).. - ISLANDRISK(currTP,ild,resC,ManualRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,ManualRisk) - * [ IslandMinimumRisk(currTP,ild,resC,ManualRisk) - - FreeReserve(currTP,ild,resC,ManualRisk) - ] -* NMIR update -- RESERVESHAREEFFECTIVE(currTP,ild,resC,ManualRisk)$reserveShareEnabled(currTP,resC) - ; - -* HVDC secondary risk calculation including the FKBand for generator primary risk -* Calculation of the island risk for an HVDC secondary risk to a generator risk (3.4.1.8) -HVDCIslandSecRiskCalculation_GEN_1(currTP,ild,o,resC,HVDCSecRisk) - $ { IslandRiskGenerator(currTP,ild,o) and - HVDCSecRiskEnabled(currTP,ild,HVDCSecRisk) }.. - HVDCGENISLANDRISK(currTP,ild,o,resC,HVDCSecRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,HVDCSecRisk) - * [ GENERATION(currTP,o) - - FreeReserve(currTP,ild,resC,HVDCSecRisk) - + HVDCREC(currTP,ild) - - HVDCSecRiskSubtractor(currTP,ild) - + FKBand(currTP,o) - + sum[ resT, RESERVE(currTP,o,resC,resT) ] - + sum[ o1 $ {PrimarySecondaryOffer(currTP,o,o1) and UsePrimSecGenRiskModel} - , sum[ resT, RESERVE(currTP,o1,resC,resT) ] + GENERATION(currTP,o1) ] -* SPD version 11.0 update - + modulationRiskClass(currTP,HVDCSecRisk) - ] - ; - -* HVDC secondary risk calculation including the FKBand for generator primary risk -* Calculation of the island risk for an HVDC secondary risk to a generator risk (3.4.1.8) -HVDCIslandSecRiskCalculation_GEN(currTP,ild,o,resC,HVDCSecRisk) - $ { IslandRiskGenerator(currTP,ild,o) and - HVDCSecRiskEnabled(currTP,ild,HVDCSecRisk) }.. - ISLANDRISK(currTP,ild,resC,HVDCSecRisk) -=g= - HVDCGENISLANDRISK(currTP,ild,o,resC,HVDCSecRisk) - ; - -* HVDC secondary risk calculation for manual primary risk -* Calculation of the island risk for an HVDC secondary risk to a manual risk (3.4.1.9) -HVDCIslandSecRiskCalculation_Manu_1(currTP,ild,resC,HVDCSecRisk) - $ HVDCSecRiskEnabled(currTP,ild,HVDCSecRisk).. - HVDCMANISLANDRISK(currTP,ild,resC,HVDCSecRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,HVDCSecRisk) - * [ HVDCSecIslandMinimumRisk(currTP,ild,resC,HVDCSecRisk) - - FreeReserve(currTP,ild,resC,HVDCSecRisk) - + HVDCREC(currTP,ild) - - HVDCSecRiskSubtractor(currTP,ild) -* SPD version 11.0 update - + modulationRiskClass(currTP,HVDCSecRisk) - ] - ; - -* HVDC secondary risk calculation for manual primary risk -* Calculation of the island risk for an HVDC secondary risk to a manual risk (3.4.1.9) -HVDCIslandSecRiskCalculation_Manual(currTP,ild,resC,HVDCSecRisk) - $ HVDCSecRiskEnabled(currTP,ild,HVDCSecRisk).. - ISLANDRISK(currTP,ild,resC,HVDCSecRisk) -=g= - HVDCMANISLANDRISK(currTP,ild,resC,HVDCSecRisk) - ; - -* Calculation of the risk of risk group (3.4.1.10) - SPD version 11.0 -GenIslandRiskGroupCalculation_1(currTP,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk).. - GENISLANDRISKGROUP(currTP,ild,rg,resC,GenRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,GenRisk) - * [ sum[ o $ { offerIsland(currTP,o,ild) - and riskGroupOffer(currTP,rg,o,GenRisk) - } , GENERATION(currTP,o) + FKBand(currTP,o) - + sum[ resT, RESERVE(currTP,o,resC,resT) ] - ] - - FreeReserve(currTP,ild,resC,GenRisk) - ] -* NMIR update -- RESERVESHAREEFFECTIVE(currTP,ild,resC,GenRisk)$reserveShareEnabled(currTP,resC) - ; - -* Calculation of the island risk for risk group (3.4.1.10) - SPD version 11.0 -GenIslandRiskGroupCalculation(currTP,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk).. - ISLANDRISK(currTP,ild,resC,GenRisk) -=g= - GENISLANDRISKGROUP(currTP,ild,rg,resC,GenRisk) - ; - -*======= RISK EQUATIONS END ==================================================== - - -*======= NMIR - RESERVE SHARING EQUATIONS ====================================== - -* General NMIR equations start ------------------------------------------------- - -* Calculation of effective shared reserve - (3.4.2.1) - SPD version 11.0 -EffectiveReserveShareCalculation(currTP,ild,resC,riskC) - $ { reserveShareEnabled(currTP,resC) - and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. - RESERVESHAREEFFECTIVE(currTP,ild,resC,riskC) -=l= - Sum[ rd , RESERVESHARERECEIVED(currTP,ild,resC,rd) - * effectiveFactor(currTP,ild,resC,riskC) ] - ; -* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY -ReserveShareEffective_CE_Calculation(currTP,ild,resC,riskC) - $ { reserveShareEnabled(currTP,resC) and ContingentEvents(riskC) - and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. - RESERVESHAREEFFECTIVE_CE(currTP,ild,resC) -=g= - RESERVESHAREEFFECTIVE(currTP,ild,resC,riskC) - ; -ReserveShareEffective_ECE_Calculation(currTP,ild,resC,riskC) - $ { reserveShareEnabled(currTP,resC) and ExtendedContingentEvent(riskC) - and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. - RESERVESHAREEFFECTIVE_ECE(currTP,ild,resC) -=g= - RESERVESHAREEFFECTIVE(currTP,ild,resC,riskC) - ; - -* Shared offered reserve is limited by cleared reserved - (3.4.2.2) - SPD version 11.0 -SharedReserveLimitByClearedReserve(currTP,ild,resC) - $ reserveShareEnabled(currTP,resC).. - SHAREDRESERVE(currTP,ild,resC) -=l= - ISLANDRESERVE(currTP,ild,resC) - ; - -* Both cleared reserved and shareable free reserve can be shared - (3.4.2.4) - SPD version 11.0 -BothClearedAndFreeReserveCanBeShared(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - RESERVESHARESENT(currTP,ild,resC,rd) -=l= - SHAREDRESERVE(currTP,ild,resC) + SHAREDNFR(currTP,ild)$(ord(resC)=1) - ; - -* Reserve share sent is limited by HVDC control band - (3.4.2.5) - SPD version 11.0 -ReserveShareSentLimitByHVDCControlBand(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - RESERVESHARESENT(currTP,ild,resC,rd) -=l= - [ HVDCControlBand(currTP,rd) - modulationRisk(currTP) - ] $ (HVDCControlBand(currTP,rd) > modulationRisk(currTP)) - ; - -* Forward reserve share sent is limited by HVDC capacity - (3.4.2.6) - SPD version 11.0 -FwdReserveShareSentLimitByHVDCCapacity(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 1) }.. - RESERVESHARESENT(currTP,ild,resC,rd) -+ HVDCSENT(currTP,ild) -=l= - [ HVDCMax(currTP,ild) - modulationRisk(currTP) - ] $ (HVDCMax(currTP,ild) > modulationRisk(currTP)) -; - -* Shared reserve sent in reverse direction is possible only if the island is -* NOT sending energy through HVDC - (3.4.2.7) - SPD version 11.0 -ReverseReserveOnlyToEnergySendingIsland(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) }.. - RESERVESHARESENT(currTP,ild,resC,rd) -=l= - BigM * [ 1 - HVDCSENDING(currTP,ild) ] - ; - -* Reverse reserve share recieved at an island is limited by HVDC control band -* (3.4.2.8) - SPD version 11.0 -ReverseReserveShareLimitByHVDCControlBand(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=l= - HVDCSENDING(currTP,ild) * [ HVDCControlBand(currTP,rd) - - modulationRisk(currTP) - ] $ ( HVDCControlBand(currTP,rd) - > modulationRisk(currTP) ) - ; - -* Forward received reserve is possible if in the same direction of HVDC -* (3.4.2.9) - SPD version 11.0 -ForwardReserveOnlyToEnergyReceivingIsland(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 1) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=l= - BigM * [ 1 - HVDCSENDING(currTP,ild) ] - ; - -* Reverse reserve constraint if HVDC sent flow in reverse zone -* (3.4.2.10) - SPD version 11.0 -ReverseReserveLimitInReserveZone(currTP,ild,resC,rd,z) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) and (ord(z) = 3) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=l= - HVDCSENT(currTP,ild) - (MonopoleMinimum(currTP) + modulationRisk(currTP)) -+ BigM * [ 1 - INZONE(currTP,ild,resC,z) ] - ; - -* No reverse reserve if HVDC sent flow in no reverse zone & -* No forward reserve if HVDC sent flow in no reverse zone and RP disabled -* (3.4.2.11) & (3.4.2.18) - SPD version 11.0 -ZeroReserveInNoReserveZone(currTP,ild,resC,z) - $ { reserveShareEnabled(currTP,resC) and (ord(z) = 2) }.. - Sum[ rd $ (ord(rd) = 2), RESERVESHARERECEIVED(currTP,ild,resC,rd) ] -+ Sum[ rd $ (ord(rd) = 1), RESERVESHARESENT(currTP,ild,resC,rd) ] $ {reserveRoundPower(currTP,resC) = 0} -=l= - BigM * [ 1 - INZONE(currTP,ild,resC,z) ] - ; - -* Across both island, only one zone is active for each reserve class -* (3.4.2.12) - SPD version 11.0 -OnlyOneActiveHVDCZoneForEachReserveClass(currTP,resC) - $ reserveShareEnabled(currTP,resC).. - Sum[ (ild,z), INZONE(currTP,ild,resC,z) ] -=e= - 1 - ; - -* Directed HVDC sent from an island can be non-zero if an only if the island is -* sending island - (3.4.2.13) - SPD version 11.0 -ZeroSentHVDCFlowForNonSendingIsland(currTP,ild) - $ reserveShareEnabledOverall(currTP).. - HVDCSENT(currTP,ild) -=l= - BigM * HVDCSENDING(currTP,ild) - ; - -* Directed HVDC sent from an island <= RoundPowerZoneExit level if in round -* power zone of that island - (3.4.2.14) - SPD version 11.0 -RoundPowerZoneSentHVDCUpperLimit(currTP,ild,resC,z) - $ { reserveShareEnabled(currTP,resC) and (ord(z) = 1) }.. - HVDCSENT(currTP,ild) -=l= - roPwrZoneExit(currTP,resC) -+ BigM * [ 1 - INZONE(currTP,ild,resC,z) ] -; - -* An island is HVDC sending island if HVDC flow sent is in one of the three -* zones for each reserve class - (3.4.2.15) - SPD version 11.0 -HVDCSendingIslandDefinition(currTP,ild,resC) $ reserveShareEnabled(currTP,resC).. - HVDCSENDING(currTP,ild) -=e= - Sum[ z, INZONE(currTP,ild,resC,z) ] - ; - -* One and only one island is HVDC sending island - (3.4.2.19) - SPD version 11.0 -OnlyOneSendingIslandExists(currTP) $ reserveShareEnabledOverall(currTP).. - Sum[ ild, HVDCSENDING(currTP,ild) ] -=e= - 1 - ; - -* Total HVDC sent from each island - (3.4.2.20) - SPD version 11.0 -HVDCSentCalculation(currTP,ild) $ reserveShareEnabledOverall(currTP).. - HVDCSENT(currTP,ild) -=e= - Sum[ (b,br) $ { BusIsland(currTP,b,ild) - and HVDClinkSendingBus(currTP,br,b) - and HVDCPoles(currTP,br) - }, HVDCLINKFLOW(currTP,br) - ] -; - -* General NMIR equations end --------------------------------------------------- - - -* Lamda loss model ------------------------------------------------------------- - -* HVDC flow sent from an island taking into account forward SENT reserve -* (3.4.2.21) - SPD version 11.0 -HVDCFlowAccountedForForwardReserve(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 1) }.. - HVDCRESERVESENT(currTP,ild,resC,rd) -=e= - RESERVESHARESENT(currTP,ild,resC,rd) + HVDCSENT(currTP,ild) - ; - -* Forward reserve RECEIVED at an HVDC receiving island - (3.4.2.22) - SPD version 11.0 -ForwardReserveReceivedAtHVDCReceivingIsland(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 1) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=e= - Sum[ ild1 $ (not sameas(ild1,ild)) - , RESERVESHARESENT(currTP,ild1,resC,rd) - - HVDCRESERVELOSS(currTP,ild1,resC,rd) - + HVDCSENTLOSS(currTP,ild1) ] - ; - -* HVDC flow sent from an island taking into account reverse RECEIVED reserve -* (3.4.2.23) - SPD version 11.0 -HVDCFlowAccountedForReverseReserve(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) }.. - HVDCRESERVESENT(currTP,ild,resC,rd) -=e= - HVDCSENT(currTP,ild) - RESERVESHARERECEIVED(currTP,ild,resC,rd) - ; - -* Reverse reserve RECEIVED at an HVDC sending island - (3.4.2.24) - SPD version 11.0 -ReverseReserveReceivedAtHVDCSendingIsland(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=e= - Sum[ ild1 $ (not sameas(ild1,ild)), RESERVESHARESENT(currTP,ild1,resC,rd) ] -- HVDCRESERVELOSS(currTP,ild,resC,rd) -+ HVDCSENTLOSS(currTP,ild) - ; - -* Definition of weight factor for total HVDC energy sent from an island -* (3.4.2.25) - SPD version 11.0 -HVDCSentEnergyLambdaDefinition(currTP,ild) $ reserveShareEnabledOverall(currTP).. - Sum[ bp $ (ord(bp) <= 7),LAMBDAHVDCENERGY(currTP,ild,bp) ] -=e= - 1 - ; - -* Lambda definition of total HVDC energy flow sent from an island -* (3.4.2.26) - SPD version 11.0 -HVDCSentEnergyFlowDefinition(currTP,ild) $ reserveShareEnabledOverall(currTP).. - HVDCSENT(currTP,ild) -=e= - Sum[ bp $ (ord(bp) <= 7), HVDCSentBreakPointMWFlow(currTP,ild,bp) - * LAMBDAHVDCENERGY(currTP,ild,bp) ] - ; - -* Lambda definition of total loss of HVDC energy sent from an island -* (3.4.2.27) - SPD version 11.0 -HVDCSentEnergyLossesDefinition(currTP,ild) $ reserveShareEnabledOverall(currTP).. - HVDCSENTLOSS(currTP,ild) -=e= - Sum[ bp $ (ord(bp) <= 7), HVDCSentBreakPointMWLoss(currTP,ild,bp) - * LAMBDAHVDCENERGY(currTP,ild,bp) ] - ; - -* Definition of weight factor for total HVDC+reserve sent from an island -* (3.4.2.28) - SPD version 11.0 -HVDCSentReserveLambdaDefinition(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - Sum[ rsbp, LAMBDAHVDCRESERVE(currTP,ild,resC,rd,rsbp) ] -=e= - 1 - ; - -* Lambda definition of Reserse + Energy flow on HVDC sent from an island -* (3.4.2.29) - SPD version 11.0 -HVDCSentReserveFlowDefinition(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - HVDCRESERVESENT(currTP,ild,resC,rd) -=e= - Sum[ rsbp, HVDCReserveBreakPointMWFlow(currTP,ild,rsbp) - * LAMBDAHVDCRESERVE(currTP,ild,resC,rd,rsbp) ] - ; - -* Lambda definition of Reserse + Energy Loss on HVDC sent from an island -* (3.4.2.30) - SPD version 11.0 -HVDCSentReserveLossesDefinition(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - HVDCRESERVELOSS(currTP,ild,resC,rd) -=e= - Sum[ rsbp, HVDCReserveBreakPointMWLoss(currTP,ild,rsbp) - * LAMBDAHVDCRESERVE(currTP,ild,resC,rd,rsbp) ] - ; - -* Lamda loss model end --------------------------------------------------------- - -* Constraint to avoid excessive reserve share (3.4.2.31) - SPD version 11.0 -ExcessReserveSharePenalty(currTP) $ reserveShareEnabledOverall(currTP).. - RESERVESHAREPENALTY(currTP) -=e= - sum[ ild, 1e-5 * SHAREDNFR(currTP,ild) ] -+ sum[ (ild,resC), 2e-5 * SHAREDRESERVE(currTP,ild,resC) ] -* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY -*+ sum[ (ild,resC,riskC), 3e-5 * RESERVESHAREEFFECTIVE(currTP,ild,resC,riskC)] -+ sum[ (ild,resC), 3e-5 * RESERVESHAREEFFECTIVE_CE(currTP,ild,resC)] -+ sum[ (ild,resC), 3e-5 * RESERVESHAREEFFECTIVE_ECE(currTP,ild,resC)] -; - -*======= NMIR - RESERVE SHARING EQUATIONS END ================================== - - -*======= RESERVE EQUATIONS ===================================================== - -* Maximum PLSR as a proportion of the block MW (3.4.3.1) -PLSRReserveProportionMaximum(offer(currTP,o),trdBlk,resC,PLSRReserveType) - $ validReserveOfferBlock(offer,trdBlk,resC,PLSRReserveType).. - RESERVEBLOCK(Offer,trdBlk,resC,PLSRReserveType) -=l= - ReserveOfferProportion(Offer,trdBlk,resC) * GENERATION(Offer) - ; - -* Definition of the reserve offers of different classes and types (3.4.3.3a) -ReserveOfferDefinition(offer(currTP,o),resC,resT).. - RESERVE(offer,resC,resT) -=e= - sum[ trdBlk, RESERVEBLOCK(offer,trdBlk,resC,resT) ] - ; - -* Definition of the ILR reserve provided by purchase bids (3.4.3.3b) -ReserveDefinitionPurchaseBid(bid(currTP,bd),resC).. - PURCHASEILR(bid,resC) -=e= - sum(trdBlk, PURCHASEILRBLOCK(bid,trdBlk,resC)) - ; - -* Definition of maximum energy and reserves from each generator (3.4.3.4) -EnergyAndReserveMaximum(offer(currTP,o),resC).. - GENERATION(offer) -+ ReserveMaximumFactor(offer,resC) - * sum[ resT $ (not ILReserveType(resT)), RESERVE(offer,resC,resT) ] -=l= - ReserveGenerationMaximum(offer) - ; - -* This constraint is no longer in the formulation from v6.0 (following changes with DSBF) -* Maximum ILR provided by purchase bids (3.4.2.5 - SPD version 5.0) -PurchaseBidReserveMaximum(bid(currTP,bd),resC) $ (not (UseDSBFDemandBidModel)).. - PURCHASEILR(bid,resC) -=l= - PURCHASE(bid) - ; - -*======= RESERVE EQUATIONS END ================================================= - - - -*======= RISK AND RESERVE BALANCE EQUATIONS ==================================== - -* Matching of reserve supply and demand (3.4.4.1) -SupplyDemandReserveRequirement(currTP,ild,resC,riskC) $ useReserveModel.. - ISLANDRISK(currTP,ild,resC,riskC) -- DEFICITRESERVE(currTP,ild,resC) $ {not DiffCeECeCVP} -- DEFICITRESERVE_CE(currTP,ild,resC) $ {DiffCeECeCVP and ContingentEvents(riskC)} -- DEFICITRESERVE_ECE(currTP,ild,resC) $ {DiffCeECeCVP and ExtendedContingentEvent(riskC)} -=l= - ISLANDRESERVE(currTP,ild,resC) -* Scarcity pricing updates -+ VIRTUALRESERVE(currTP,ild,resC) - ; - -* Calculate total island cleared reserve (3.4.4.2) -IslandReserveCalculation(currTP,ild,resC).. - ISLANDRESERVE(currTP,ild,resC) -=l= - Sum[ (o,resT) $ { offer(currTP,o) and offerIsland(currTP,o,ild) } - , RESERVE(currTP,o,resC,resT) - ] -+ Sum[ bd $ { Bid(currTP,bd) and bidIsland(currTP,bd,ild) } - , PURCHASEILR(currTP,bd,resC) - ] - ; - -*======= RISK AND RESERVE BALANCE EQUATIONS END ================================ - - - - -*======= SECURITY EQUATIONS ==================================================== - -* Branch security constraint with LE sense (3.5.1.5a) -BranchSecurityConstraintLE(currTP,brCstr) - $ (BranchConstraintSense(currTP,brCstr) = -1).. - sum[ br $ ACbranch(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * ACBRANCHFLOW(currTP,br) ] -+ sum[ br $ HVDClink(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * HVDCLINKFLOW(currTP,br) ] -- SURPLUSBRANCHSECURITYCONSTRAINT(currTP,brCstr) -=l= - BranchConstraintLimit(currTP,brCstr) - ; - -* Branch security constraint with GE sense (3.5.1.5b) -BranchSecurityConstraintGE(currTP,brCstr) - $ (BranchConstraintSense(currTP,brCstr) = 1).. - sum[ br $ ACbranch(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * ACBRANCHFLOW(currTP,br) ] -+ sum[ br $ HVDClink(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * HVDCLINKFLOW(currTP,br) ] -+ DEFICITBRANCHSECURITYCONSTRAINT(currTP,brCstr) -=g= - BranchConstraintLimit(currTP,brCstr) - ; - -* Branch security constraint with EQ sense (3.5.1.5c) -BranchSecurityConstraintEQ(currTP,brCstr) - $ (BranchConstraintSense(currTP,brCstr) = 0).. - sum[ br $ ACbranch(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * ACBRANCHFLOW(currTP,br) ] -+ sum[ br $ HVDClink(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * HVDCLINKFLOW(currTP,br) ] -+ DEFICITBRANCHSECURITYCONSTRAINT(currTP,brCstr) -- SURPLUSBRANCHSECURITYCONSTRAINT(currTP,brCstr) -=e= - BranchConstraintLimit(currTP,brCstr) - ; - -* AC node security constraint with LE sense (3.5.1.6a) -ACnodeSecurityConstraintLE(currTP,ACnodeCstr) - $ (ACnodeConstraintSense(currTP,ACnodeCstr) = -1).. - sum[ (n,b) $ { ACnode(currTP,n) and NodeBus(currTP,n,b) } - , ACnodeConstraintFactors(currTP,ACnodeCstr,n) - * NodeBusAllocationFactor(currTP,n,b) - * ACNODENETINJECTION(currTP,b) - ] -- SURPLUSACnodeCONSTRAINT(currTP,ACnodeCstr) -=l= - ACnodeConstraintLimit(currTP,ACnodeCstr) - ; - -* AC node security constraint with GE sense (3.5.1.6b) -ACnodeSecurityConstraintGE(currTP,ACnodeCstr) - $ (ACnodeConstraintSense(currTP,ACnodeCstr) = 1).. - sum[ (n,b) $ { ACnode(currTP,n) and NodeBus(currTP,n,b) } - , ACnodeConstraintFactors(currTP,ACnodeCstr,n) - * NodeBusAllocationFactor(currTP,n,b) - * ACNODENETINJECTION(currTP,b) - ] -+ DEFICITACnodeCONSTRAINT(currTP,ACnodeCstr) -=g= - ACnodeConstraintLimit(currTP,ACnodeCstr) - ; - -* AC node security constraint with EQ sense (3.5.1.6c) -ACnodeSecurityConstraintEQ(currTP,ACnodeCstr) - $ (ACnodeConstraintSense(currTP,ACnodeCstr) = 0).. - sum[ (n,b) $ { ACnode(currTP,n) and NodeBus(currTP,n,b) } - , ACnodeConstraintFactors(currTP,ACnodeCstr,n) - * NodeBusAllocationFactor(currTP,n,b) - * ACNODENETINJECTION(currTP,b) - ] -+ DEFICITACnodeCONSTRAINT(currTP,ACnodeCstr) -- SURPLUSACnodeCONSTRAINT(currTP,ACnodeCstr) -=e= - ACnodeConstraintLimit(currTP,ACnodeCstr) - ; - -* Market node security constraint with LE sense (3.5.1.7a) -MNodeSecurityConstraintLE(currTP,MnodeCstr) - $ (MNodeConstraintSense(currTP,MnodeCstr) = -1).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , MNodeEnergyOfferConstraintFactors(currTP,MnodeCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , MNodeReserveOfferConstraintFactors(currTP,MnodeCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , MNodeEnergyBidConstraintFactors(currTP,MnodeCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , MNodeILReserveBidConstraintFactors(currTP,MnodeCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -- SURPLUSMNODECONSTRAINT(currTP,MnodeCstr) -=l= - MNodeConstraintLimit(currTP,MnodeCstr) - ; - -* Market node security constraint with GE sense (3.5.1.7b) -MNodeSecurityConstraintGE(currTP,MnodeCstr) - $ (MNodeConstraintSense(currTP,MnodeCstr) = 1).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , MNodeEnergyOfferConstraintFactors(currTP,MnodeCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , MNodeReserveOfferConstraintFactors(currTP,MnodeCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , MNodeEnergyBidConstraintFactors(currTP,MnodeCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , MNodeILReserveBidConstraintFactors(currTP,MnodeCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ DEFICITMNODECONSTRAINT(currTP,MnodeCstr) -=g= - MNodeConstraintLimit(currTP,MnodeCstr) - ; - -* Market node security constraint with EQ sense (3.5.1.7c) -MNodeSecurityConstraintEQ(currTP,MnodeCstr) - $ (MNodeConstraintSense(currTP,MnodeCstr) = 0).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , MNodeEnergyOfferConstraintFactors(currTP,MnodeCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , MNodeReserveOfferConstraintFactors(currTP,MnodeCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , MNodeEnergyBidConstraintFactors(currTP,MnodeCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , MNodeILReserveBidConstraintFactors(currTP,MnodeCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ DEFICITMNODECONSTRAINT(currTP,MnodeCstr) -- SURPLUSMNODECONSTRAINT(currTP,MnodeCstr) -=e= - MNodeConstraintLimit(currTP,MnodeCstr) - ; - -*======= SECURITY EQUATIONS END ================================================ - - - - -*======= MIXED CONSTRAINTS ===================================================== - -* Type 1 mixed constraint definition with LE sense (3.6.1.1a) -Type1MixedConstraintLE(currTP,t1MixCstr) - $ { useMixedConstraint(currTP) and (not useMixedConstraintMIP(currTP)) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = -1) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ { ACBranch(currTP,br) } - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -- SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=l= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - ; - - -* Type 1 mixed constraint definition with GE sense (3.6.1.1b) -Type1MixedConstraintGE(currTP,t1MixCstr) - $ { useMixedConstraint(currTP) and (not useMixedConstraintMIP(currTP)) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = 1) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -+ DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=g= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - ; - -* Type 1 mixed constraint definition with EQ sense (3.6.1.1c) -Type1MixedConstraintEQ(currTP,t1MixCstr) - $ { useMixedConstraint(currTP) and (not useMixedConstraintMIP(currTP)) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = 0) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -+ DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -- SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=e= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - ; - -* Type 2 mixed constraint definition with LE sense (3.6.1.2a) -Type2MixedConstraintLE(currTP,t2MixCstr) - $ { useMixedConstraint(currTP) and - (Type2MixedConstraintSense(currTP,t2MixCstr) = -1) }.. - sum[ t1MixCstr, i_type2MixedConstraintLHSParameters(t2MixCstr,t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) ] -=l= - Type2MixedConstraintLimit(currTP,t2MixCstr) - ; - -* Type 2 mixed constraint definition with GE sense (3.6.1.2b) -Type2MixedConstraintGE(currTP,t2MixCstr) - $ { useMixedConstraint(currTP) and - (Type2MixedConstraintSense(currTP,t2MixCstr) = 1) }.. - sum[ t1MixCstr, i_type2MixedConstraintLHSParameters(t2MixCstr,t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) ] -=g= - Type2MixedConstraintLimit(currTP,t2MixCstr) - ; - -* Type 2 mixed constraint definition with EQ sense (3.6.1.2c) -Type2MixedConstraintEQ(currTP,t2MixCstr) - $ { useMixedConstraint(currTP) and - (Type2MixedConstraintSense(currTP,t2MixCstr) = 0) }.. - sum[ t1MixCstr, i_type2MixedConstraintLHSParameters(t2MixCstr,t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) ] -=e= - Type2MixedConstraintLimit(currTP,t2MixCstr) - ; - -* Type 1 mixed constraint definition of alternate limit selection (integer) -Type1MixedConstraintMIP(currTP,t1MixCstr,br) - $ { i_type1MixedConstraintBranchCondition(t1MixCstr,br) and - useMixedConstraintRiskOffset and HVDCHalfPoles(currTP,br) and - useMixedConstraintMIP(currTP) }.. - HVDCLINKFLOW(currTP,br) -=l= - MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr) * MixedConstraintBigNumber - ; - -* Integer equivalent of Type 1 mixed constraint definition with LE sense (3.6.1.1a_MIP) -Type1MixedConstraintLE_MIP(Type1MixedConstraint(currTP,t1MixCstr)) - $ { useMixedConstraint(currTP) and useMixedConstraintMIP(currTP) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = -1) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -- SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=l= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - * (1 - MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr)) -+ Type1MixedConstraintLimit2(currTP,t1MixCstr) - * MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr) - ; - -* Integer equivalent of Type 1 mixed constraint definition with GE sense (3.6.1.1b_MIP) -Type1MixedConstraintGE_MIP(Type1MixedConstraint(currTP,t1MixCstr)) - $ { useMixedConstraint(currTP) and useMixedConstraintMIP(currTP) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = 1) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -+ DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=g= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - * (1 - MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr)) -+ Type1MixedConstraintLimit2(currTP,t1MixCstr) - * MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr) - ; - -* Integer equivalent of Type 1 mixed constraint definition with EQ sense (3.6.1.1b_MIP) -Type1MixedConstraintEQ_MIP(Type1MixedConstraint(currTP,t1MixCstr)) - $ { useMixedConstraint(currTP) and useMixedConstraintMIP(currTP) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = 0) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -+ DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -- SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=e= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - * (1 - MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr)) -+ Type1MixedConstraintLimit2(currTP,t1MixCstr) - * MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr) - ; - -*======= MIXED CONSTRAINTS END ================================================= - - - - -*======= GENERIC SECURITY CONSTRAINTS ========================================== - -* Generic security constraint with LE sense -GenericSecurityConstraintLE(currTP,gnrcCstr) - $ (GenericConstraintSense(currTP,gnrcCstr) = -1).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , GenericEnergyOfferConstraintFactors(currTP,gnrcCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , GenericReserveOfferConstraintFactors(currTP,gnrcCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , GenericEnergyBidConstraintFactors(currTP,gnrcCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , GenericILReserveBidConstraintFactors(currTP,gnrcCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ sum[ br $ { ACBranch(currTP,br) or HVDClink(currTP,br) } - , GenericBranchConstraintFactors(currTP,gnrcCstr,br) - * (ACBRANCHFLOW(currTP,br) + HVDCLINKFLOW(currTP,br)) - ] -- SURPLUSGENERICCONSTRAINT(currTP,gnrcCstr) -=l= - GenericConstraintLimit(currTP,gnrcCstr) - ; - -* Generic security constraint with GE sense -GenericSecurityConstraintGE(currTP,gnrcCstr) - $ (GenericConstraintSense(currTP,gnrcCstr) = 1).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , GenericEnergyOfferConstraintFactors(currTP,gnrcCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , GenericReserveOfferConstraintFactors(currTP,gnrcCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , GenericEnergyBidConstraintFactors(currTP,gnrcCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , GenericILReserveBidConstraintFactors(currTP,gnrcCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ sum[ br $ { ACBranch(currTP,br) or HVDClink(currTP,br) } - , GenericBranchConstraintFactors(currTP,gnrcCstr,br) - * (ACBRANCHFLOW(currTP,br) + HVDCLINKFLOW(currTP,br)) - ] -+ DEFICITGENERICCONSTRAINT(currTP,gnrcCstr) -=g= - GenericConstraintLimit(currTP,gnrcCstr) - ; - -* Generic security constraint with EQ sense -GenericSecurityConstraintEQ(currTP,gnrcCstr) - $ (GenericConstraintSense(currTP,gnrcCstr) = 0).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , GenericEnergyOfferConstraintFactors(currTP,gnrcCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , GenericReserveOfferConstraintFactors(currTP,gnrcCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , GenericEnergyBidConstraintFactors(currTP,gnrcCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , GenericILReserveBidConstraintFactors(currTP,gnrcCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ sum[ br $ { ACBranch(currTP,br) or HVDClink(currTP,br) } - , GenericBranchConstraintFactors(currTP,gnrcCstr,br) - * (ACBRANCHFLOW(currTP,br) + HVDCLINKFLOW(currTP,br)) - ] -+ DEFICITGENERICCONSTRAINT(currTP,gnrcCstr) -- SURPLUSGENERICCONSTRAINT(currTP,gnrcCstr) -=e= - GenericConstraintLimit(currTP,gnrcCstr) - ; - -*======= GENERIC SECURITY CONSTRAINTS END ====================================== - - -* Model declarations -Model vSPD / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition -* Risk - HVDCIslandRiskCalculation, HVDCRecCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - ManualIslandRiskCalculation -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Risk Offset calculation - RiskOffsetCalculation - RiskOffsetCalculation_DCCE - RiskOffsetCalculation_DCECE -* Island risk definitions -* Include HVDC secondary risk constraints - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintLE, Type1MixedConstraintGE, Type1MixedConstraintEQ - Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition - / ; - -Model vSPD_NMIR / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition -* Risk - RiskOffsetCalculation,RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE - HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintLE, Type1MixedConstraintGE, Type1MixedConstraintEQ - Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition -* General NMIR equations - EffectiveReserveShareCalculation - SharedReserveLimitByClearedReserve - BothClearedAndFreeReserveCanBeShared - ReverseReserveShareLimitByHVDCControlBand - ReserveShareSentLimitByHVDCControlBand - FwdReserveShareSentLimitByHVDCCapacity - ReverseReserveOnlyToEnergySendingIsland - ForwardReserveOnlyToEnergyReceivingIsland - ReverseReserveLimitInReserveZone - ZeroReserveInNoReserveZone - OnlyOneActiveHVDCZoneForEachReserveClass - ZeroSentHVDCFlowForNonSendingIsland - RoundPowerZoneSentHVDCUpperLimit - HVDCSendingIslandDefinition - OnlyOneSendingIslandExists - HVDCSentCalculation - ExcessReserveSharePenalty - ReserveShareEffective_CE_Calculation - ReserveShareEffective_ECE_Calculation -* Lamda loss model NMIR - HVDCFlowAccountedForForwardReserve - ForwardReserveReceivedAtHVDCReceivingIsland - HVDCFlowAccountedForReverseReserve - ReverseReserveReceivedAtHVDCSendingIsland - HVDCSentEnergyLambdaDefinition - HVDCSentEnergyFlowDefinition - HVDCSentEnergyLossesDefinition - HVDCSentReserveLambdaDefinition - HVDCSentReserveFlowDefinition - HVDCSentReserveLossesDefinition - / ; - -Model vSPD_MIP / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition - ACDirectedBranchFlowIntegerDefinition1, ACDirectedBranchFlowIntegerDefinition2 - LambdaIntegerDefinition1, LambdaIntegerDefinition2 -* Risk - RiskOffsetCalculation,RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE - HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintMIP, Type1MixedConstraintLE_MIP, Type1MixedConstraintGE_MIP - Type1MixedConstraintEQ_MIP, Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition -* Set of integer constraints on the HVDC link to incorporate the allowance of HVDC roundpower - HVDClinkFlowIntegerDefinition1, HVDClinkFlowIntegerDefinition2 - HVDClinkFlowIntegerDefinition3, HVDClinkFlowIntegerDefinition4 -* General NMIR equations - EffectiveReserveShareCalculation - SharedReserveLimitByClearedReserve - BothClearedAndFreeReserveCanBeShared - ReverseReserveShareLimitByHVDCControlBand - ReserveShareSentLimitByHVDCControlBand - FwdReserveShareSentLimitByHVDCCapacity - ReverseReserveOnlyToEnergySendingIsland - ForwardReserveOnlyToEnergyReceivingIsland - ReverseReserveLimitInReserveZone - ZeroReserveInNoReserveZone - OnlyOneActiveHVDCZoneForEachReserveClass - ZeroSentHVDCFlowForNonSendingIsland - RoundPowerZoneSentHVDCUpperLimit - HVDCSendingIslandDefinition - OnlyOneSendingIslandExists - HVDCSentCalculation - ExcessReserveSharePenalty - ReserveShareEffective_CE_Calculation - ReserveShareEffective_ECE_Calculation -* Lamda loss model NMIR - HVDCFlowAccountedForForwardReserve - ForwardReserveReceivedAtHVDCReceivingIsland - HVDCFlowAccountedForReverseReserve - ReverseReserveReceivedAtHVDCSendingIsland - HVDCSentEnergyLambdaDefinition - HVDCSentEnergyFlowDefinition - HVDCSentEnergyLossesDefinition - HVDCSentReserveLambdaDefinition - HVDCSentReserveFlowDefinition - HVDCSentReserveLossesDefinition - / ; - -Model vSPD_BranchFlowMIP / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition - ACDirectedBranchFlowIntegerDefinition1, ACDirectedBranchFlowIntegerDefinition2 - LambdaIntegerDefinition1, LambdaIntegerDefinition2 -* Risk - RiskOffsetCalculation,RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE - HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintLE, Type1MixedConstraintGE, Type1MixedConstraintEQ - Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition -* Set of intrger constraints on the HVDC link to incorporate the allowance of HVDC roundpower - HVDClinkFlowIntegerDefinition1, HVDClinkFlowIntegerDefinition2 - HVDClinkFlowIntegerDefinition3, HVDClinkFlowIntegerDefinition4 -* General NMIR equations - EffectiveReserveShareCalculation - SharedReserveLimitByClearedReserve - BothClearedAndFreeReserveCanBeShared - ReverseReserveShareLimitByHVDCControlBand - ReserveShareSentLimitByHVDCControlBand - FwdReserveShareSentLimitByHVDCCapacity - ReverseReserveOnlyToEnergySendingIsland - ForwardReserveOnlyToEnergyReceivingIsland - ReverseReserveLimitInReserveZone - ZeroReserveInNoReserveZone - OnlyOneActiveHVDCZoneForEachReserveClass - ZeroSentHVDCFlowForNonSendingIsland - RoundPowerZoneSentHVDCUpperLimit - HVDCSendingIslandDefinition - OnlyOneSendingIslandExists - HVDCSentCalculation - ExcessReserveSharePenalty - ReserveShareEffective_CE_Calculation - ReserveShareEffective_ECE_Calculation -* Lamda loss model NMIR - HVDCFlowAccountedForForwardReserve - ForwardReserveReceivedAtHVDCReceivingIsland - HVDCFlowAccountedForReverseReserve - ReverseReserveReceivedAtHVDCSendingIsland - HVDCSentEnergyLambdaDefinition - HVDCSentEnergyFlowDefinition - HVDCSentEnergyLossesDefinition - HVDCSentReserveLambdaDefinition - HVDCSentReserveFlowDefinition - HVDCSentReserveLossesDefinition - / ; - -Model vSPD_MixedConstraintMIP / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition -* Risk - RiskOffsetCalculation,RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE - HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintMIP, Type1MixedConstraintLE_MIP, Type1MixedConstraintGE_MIP - Type1MixedConstraintEQ_MIP, Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition -* General NMIR equations - EffectiveReserveShareCalculation - SharedReserveLimitByClearedReserve - BothClearedAndFreeReserveCanBeShared - ReverseReserveShareLimitByHVDCControlBand - ReserveShareSentLimitByHVDCControlBand - FwdReserveShareSentLimitByHVDCCapacity - ReverseReserveOnlyToEnergySendingIsland - ForwardReserveOnlyToEnergyReceivingIsland - ReverseReserveLimitInReserveZone - ZeroReserveInNoReserveZone - OnlyOneActiveHVDCZoneForEachReserveClass - ZeroSentHVDCFlowForNonSendingIsland - RoundPowerZoneSentHVDCUpperLimit - HVDCSendingIslandDefinition - OnlyOneSendingIslandExists - HVDCSentCalculation - ExcessReserveSharePenalty - ReserveShareEffective_CE_Calculation - ReserveShareEffective_ECE_Calculation -* Lamda loss model NMIR - HVDCFlowAccountedForForwardReserve - ForwardReserveReceivedAtHVDCReceivingIsland - HVDCFlowAccountedForReverseReserve - ReverseReserveReceivedAtHVDCSendingIsland - HVDCSentEnergyLambdaDefinition - HVDCSentEnergyFlowDefinition - HVDCSentEnergyLossesDefinition - HVDCSentReserveLambdaDefinition - HVDCSentReserveFlowDefinition - HVDCSentReserveLossesDefinition - / ; - -Model vSPD_FTR / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion -* Network - HVDClinkMaximumFlow, DCNodeNetInjection - ACNodeNetInjectionDefinition1, ACNodeNetInjectionDefinition2 - ACBranchMaximumFlow, ACBranchFlowDefinition, LinearLoadFlow -* Branch security constraints - BranchSecurityConstraintLE -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition - / ; diff --git a/Output/Test_Run_All/Programs/vSPDoverrides.gms b/Output/Test_Run_All/Programs/vSPDoverrides.gms deleted file mode 100644 index 23340c5..0000000 --- a/Output/Test_Run_All/Programs/vSPDoverrides.gms +++ /dev/null @@ -1,439 +0,0 @@ -*===================================================================================== -* Name: vSPDoverrides.gms -* Function: Code to be included in vSPDsolve to take care of input data -* overrides. -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* https://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: https://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 3 August 2020 -* -*===================================================================================== - -$ontext -This code is included into vSPDsolve.gms if an override file defined by -the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. - -The prefix ovrd_ inidcates that the symbol contains data to override -the original input data, prefixed with i_. - -After declaring the override symbols, the override data is installed and -the original symbols are overwritten. - -Note that: -The Excel interface permits a limited number of input data symbols to be overridden. -The EMI interface will create a GDX file of override values for all data inputs to be overridden. -If operating in standalone mode,overrides can be installed by any means the user prefers - GDX file, $include file, hard-coding, etc. -But it probably makes sense to mimic the GDX file as used by EMI. - -Use GAMS to process a text file (e.g. somefile.gms) into a GDX file called filename.gdx, -e.g. c:\>gams somefile.gms gdx=filename - -Directory of code sections in vSPDoverrides.gms: - 1. Declare all symbols required for vSPD on EMI and standalone overrides and load data from GDX - 2. Initialise the data - a) Demand overrides - b) Offers - ... - -Aliases to be aware of: - i_island = ild, ild1 i_dateTime = dt - i_tradePeriod = tp i_node = n - i_offer = o, o1 i_trader = trdr - i_tradeBlock = trdBlk i_bus = b, b1, frB, toB - i_branch = br, br1 i_lossSegment = los, los1 - i_branchConstraint = brCstr i_ACnodeConstraint = ACnodeCstr - i_MnodeConstraint = MnodeCstr i_energyOfferComponent = NRGofrCmpnt - i_PLSRofferComponent = PLSofrCmpnt i_TWDRofferComponent = TWDofrCmpnt - i_ILRofferComponent = ILofrCmpnt i_energyBidComponent = NRGbidCmpnt - i_ILRbidComponent = ILbidCmpnt i_type1MixedConstraint = t1MixCstr - i_type2MixedConstraint = t2MixCstr i_type1MixedConstraintRHS = t1MixCstrRHS - i_genericConstraint = gnrcCstr i_reserveType = resT - i_reserveClass =resC i_riskClass =riskC -$offtext - -$OnEnd -*========================================================================================================================= -* 1. Declare all symbols required for vSPD on EMI and standalone overrides and load data from GDX -*========================================================================================================================= -Set demMethod 'Demand override method' / scale, increment, value / ; - -Parameters -* Demand - ovrd_tradePeriodNodeDemand(tp,n,demMethod) 'Override the i_tradePeriodNodeDemand parameter' - ovrd_dateTimeNodeDemand(dt,n,demMethod) 'Override the i_tradePeriodNodeDemand parameter with dateTime data' - - ovrd_tradePeriodIslandDemand(tp,ild,demMethod) 'Override the i_tradePeriodNodeDemand parameter with island-based data' - ovrd_dateTimeIslandDemand(dt,ild,demMethod) 'Override the i_tradePeriodNodeDemand parameter with dateTime and island-based data' - - temp_TradePeriodNodeDemand(tp,n) 'Temporary container for node demand value while implementing the node-based scaling factor' - temp_TradePeriodIslandDemand(tp,ild) 'Temporary container for island positive demand value while implementing the island-based scaling factor' - used_TradePeriodIslandScale(tp,ild) 'Final value used for island-based scaling' -; - - -* The parameters below added to fix the bug in vSPD online overrides -Set ovrdtypo 'wrong enrgy offer price in vSPD online' /'i_GenerationOfferPrice'/; -Parameters - ovrd_tradePeriodEnergyOfferX(tp,o,trdBlk,ovrdtypo) 'Override for energy offers for specified trade period' - ovrd_dateTimeEnergyOfferX(dt,o,trdBlk,ovrdtypo) 'Override for energy offers for specified datetime' -; -* The parameters above added to fix the bug in vSPD online overrides - - -Parameters -* Offers - incl. energy, PLSR, TWDR, and ILR - ovrd_tradePeriodEnergyOffer(tp,o,trdBlk,NRGofrCmpnt) 'Override for energy offers for specified trade period' - ovrd_dateTimeEnergyOffer(dt,o,trdBlk,NRGofrCmpnt) 'Override for energy offers for specified datetime' - - ovrd_tradePeriodOfferParameter(tp,o,i_offerParam) 'Override for energy offer parameters for specified trade period' - ovrd_dateTimeOfferParameter(dt,o,i_offerParam) 'Override for energy offer parameters for specified datetime' - - ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeSustainedPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeFastPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeSustainedTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeFastTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeSustainedILRoffer(dt,o,trdBlk,ILofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeFastILRoffer(dt,o,trdBlk,ILofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) 'Override for MW used to determine factor to adjust maximum reserve of a reserve class' - ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) 'Override for MW used to determine factor to adjust maximum reserve of a reserve class' - - -* Bid data - ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) 'Override for energy bids for specified trading periods' - ovrd_dateTimeEnergyBid(dt,i_bid,trdBlk,NRGbidCmpnt) 'Override for energy bids for specified datetime' - ovrd_tradePeriodDispatchableBid(tp,i_bid) 'Override for energy bids for specified trading periods' - ovrd_datetimeDispatchableBid(dt,i_bid) 'Override for energy bids for specified datetime' -; - - - -*========================================================================================================================= -* 2. Demand overrides -*========================================================================================================================= -* Note that demMethod is declared in vSPDsolve.gms. Elements include scale, increment, and value where: -* - scaling is applied first, -* - increments are applied second and take precedence over scaling, and -* - values are applied last and take precedence over increments. - - -*Loading data from gdx file -$gdxin "%ovrdPath%%vSPDinputOvrdData%.gdx" -$load ovrd_tradePeriodNodeDemand = demandOverrides -$load ovrd_tradePeriodIslandDemand = demandOverrides -$load ovrd_dateTimeNodeDemand = demandOverrides -$load ovrd_dateTimeIslandDemand = demandOverrides -$gdxin - - -*overwrite period demand override by datetime demand override if datetime demand override exists (>0) -Loop i_dateTimeTradePeriodMap(dt,tp) do - ovrd_tradePeriodNodeDemand(tp,n,demMethod) - $ ovrd_dateTimeNodeDemand(dt,n,demMethod) - = ovrd_dateTimeNodeDemand(dt,n,demMethod); - - ovrd_tradePeriodIslandDemand(tp,ild,demMethod) - $ ovrd_dateTimeIslandDemand(dt,ild,demMethod) - = ovrd_dateTimeIslandDemand(dt,ild,demMethod); -EndLoop; - - -* Store current node and island demand into temporary parameters -temp_TradePeriodNodeDemand(tp,n) = 0 ; -temp_TradePeriodIslandDemand(tp,ild) = 0; - -temp_TradePeriodNodeDemand(tp,n) = i_tradePeriodNodeDemand(tp,n) ; -temp_TradePeriodIslandDemand(tp,ild) - = Sum[ (n,b) $ { i_tradePeriodNodeBus(tp,n,b) and - i_tradePeriodBusIsland(tp,b,ild) and - (temp_TradePeriodNodeDemand(tp,n) > 0) and - (Sum[ bd $ { sameas(n,bd) and - i_tradePeriodDispatchableBid(tp,bd) - }, 1 ] = 0) - } - , temp_TradePeriodNodeDemand(tp,n) - * i_tradePeriodNodeBusAllocationFactor(tp,n,b) - ] ; - -used_TradePeriodIslandScale(tp,ild) = 1; - -* Apply island scaling factor to an island if scaling factor exist -used_TradePeriodIslandScale(tp,ild) - $ ovrd_tradePeriodIslandDemand(tp,ild,'scale') - = ovrd_tradePeriodIslandDemand(tp,ild,'scale') ; - -* Apply island scaling factor to an island if scaling factor = eps (i.e. zero) -used_TradePeriodIslandScale(tp,ild) - $ { ovrd_tradePeriodIslandDemand(tp,ild,'scale') - and (ovrd_tradePeriodIslandDemand(tp,ild,'scale') = eps) } - = 0 ; - -* Apply island increments to an island if increments exist -used_TradePeriodIslandScale(tp,ild) - $ ovrd_tradePeriodIslandDemand(tp,ild,'increment') - = 1 + [ ovrd_tradePeriodIslandDemand(tp,ild,'increment') - / temp_TradePeriodIslandDemand(tp,ild) ] ; - -* Apply island values to an island if values exist -used_TradePeriodIslandScale(tp,ild) - $ ovrd_tradePeriodIslandDemand(tp,ild,'value') - = ovrd_tradePeriodIslandDemand(tp,ild,'value') - / temp_TradePeriodIslandDemand(tp,ild) ; - -* Apply island values to an island if value = eps (i.e. zero) -used_TradePeriodIslandScale(tp,ild) - $ { ovrd_tradePeriodIslandDemand(tp,ild,'value') - and (ovrd_tradePeriodIslandDemand(tp,ild,'value') = eps) } - = 0 ; - -* Allocate island demand override value to node demand -i_tradePeriodNodeDemand(tp,n) $ (temp_TradePeriodNodeDemand(tp,n) > 0) - = Sum[ (b,ild) $ { i_tradePeriodNodeBus(tp,n,b) and - i_tradePeriodBusIsland(tp,b,ild) - } , used_TradePeriodIslandScale(tp,ild) - * i_tradePeriodNodeBusAllocationFactor(tp,n,b) - * temp_TradePeriodNodeDemand(tp,n) - ] ; - -* Node demand overrides --> overwriten island override as node level -i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'scale') - = temp_TradePeriodNodeDemand(tp,n) - * ovrd_tradePeriodNodeDemand(tp,n,'scale') ; - -i_tradePeriodNodeDemand(tp,n) - $ { ovrd_tradePeriodNodeDemand(tp,n,'scale') - and (ovrd_tradePeriodNodeDemand(tp,n,'scale') = eps) } - = 0; - -i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'increment') - = temp_TradePeriodNodeDemand(tp,n) - + ovrd_tradePeriodNodeDemand(tp,n,'increment'); - -i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'value') - = ovrd_tradePeriodNodeDemand(tp,n,'value') ; - -i_tradePeriodNodeDemand(tp,n) - $ { ovrd_tradePeriodNodeDemand(tp,n,'value') - and (ovrd_tradePeriodNodeDemand(tp,n,'value') = eps) } - = 0; - - - -*========================================================================================================================= -* 3. Bid and Offer overrides - incl. bid, energy, PLSR, TWDR, and ILR -*========================================================================================================================= -*Loading data from gdx file -$gdxin "%ovrdPath%%vSPDinputOvrdData%.gdx" - -$load ovrd_tradePeriodEnergyOfferX = energyOfferOverrides -$load ovrd_dateTimeEnergyOfferX = energyOfferOverrides - -$load ovrd_tradePeriodEnergyOffer = energyOfferOverrides -$load ovrd_dateTimeEnergyOffer = energyOfferOverrides - -$load ovrd_tradePeriodOfferParameter = offerParameterOverrides -$load ovrd_dateTimeOfferParameter = offerParameterOverrides -$load ovrd_tradePeriodReserveClassGenerationMaximum = offerParameterOverrides -$load ovrd_dateTimeReserveClassGenerationMaximum = offerParameterOverrides - -$load ovrd_tradePeriodFastILRoffer = fastILROfferOverrides -$load ovrd_dateTimeFastILRoffer = fastILROfferOverrides -$load ovrd_tradePeriodSustainedILRoffer = sustainedILROfferOverrides -$load ovrd_dateTimeSustainedILRoffer = sustainedILROfferOverrides - -$load ovrd_tradePeriodFastPLSRoffer = fastPLSROfferOverrides -$load ovrd_dateTimeFastPLSRoffer = fastPLSROfferOverrides -$load ovrd_tradePeriodSustainedPLSRoffer = sustainedPLSROfferOverrides -$load ovrd_dateTimeSustainedPLSRoffer = sustainedPLSROfferOverrides - -$load ovrd_tradePeriodFastTWDRoffer = fastTWDROfferOverrides -$load ovrd_dateTimeFastTWDRoffer = fastTWDROfferOverrides -$load ovrd_tradePeriodSustainedTWDRoffer = sustainedTWDROfferOverrides -$load ovrd_dateTimeSustainedTWDRoffer = sustainedTWDROfferOverrides - -$load ovrd_tradePeriodEnergyBid = energyBidOverrides -$load ovrd_dateTimeEnergyBid = energyBidOverrides -$load ovrd_tradePeriodDispatchableBid = dispatchableEnergyBidOverrides -$load ovrd_datetimeDispatchableBid = dispatchableEnergyBidOverrides - -$gdxin - -* The parameters below added to fix the bug in vSPD online overrides -ovrd_tradePeriodEnergyOffer(tp,o,trdBlk,'i_generationMWofferPrice') - $ ovrd_tradePeriodEnergyOfferX(tp,o,trdBlk,'i_generationofferPrice') - = ovrd_tradePeriodEnergyOfferX(tp,o,trdBlk,'i_generationofferPrice'); - -ovrd_dateTimeEnergyOffer(dt,o,trdBlk,'i_generationMWofferPrice') - $ ovrd_dateTimeEnergyOfferX(dt,o,trdBlk,'i_generationofferPrice') - = ovrd_dateTimeEnergyOfferX(dt,o,trdBlk,'i_generationofferPrice'); -* The parameters above added to fix the bug in vSPD online overrides - -*overwrite period offer override by datetime offer override if datetime offer override exists (>0) -Loop i_dateTimeTradePeriodMap(dt,tp) do - ovrd_tradePeriodEnergyOffer(tp,o,trdBlk,NRGofrCmpnt) - $ ovrd_dateTimeEnergyOffer(dt,o,trdBlk,NRGofrCmpnt) - = ovrd_dateTimeEnergyOffer(dt,o,trdBlk,NRGofrCmpnt) ; - - ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) - $ ovrd_dateTimeOfferParameter(dt,i_offer,i_offerParam) - = ovrd_dateTimeOfferParameter(dt,i_offer,i_offerParam) ; - - ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ ovrd_dateTimeFastPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) - = ovrd_dateTimeFastPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) ; - - ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ ovrd_dateTimeSustainedPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) - = ovrd_dateTimeSustainedPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) ; - - ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ ovrd_dateTimeFastTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) - = ovrd_dateTimeFastTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) ; - - ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ ovrd_dateTimeSustainedTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) - = ovrd_dateTimeSustainedTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) ; - - ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ ovrd_dateTimeFastILRoffer(dt,o,trdBlk,ILofrCmpnt) - = ovrd_dateTimeFastILRoffer(dt,o,trdBlk,ILofrCmpnt) ; - - ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ ovrd_dateTimeSustainedILRoffer(dt,o,trdBlk,ILofrCmpnt) - = ovrd_dateTimeSustainedILRoffer(dt,o,trdBlk,ILofrCmpnt) ; - - ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) - $ ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) - = ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) ; - - ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) - $ ovrd_dateTimeEnergyBid(dt,i_bid,trdBlk,NRGbidCmpnt) - = ovrd_dateTimeEnergyBid(dt,i_bid,trdBlk,NRGbidCmpnt) ; - - ovrd_tradePeriodDispatchableBid(tp,i_bid) - $ ovrd_datetimeDispatchableBid(dt,i_bid) - = ovrd_datetimeDispatchableBid(dt,i_bid) ; -EndLoop; - -* Energy offer overrides -i_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) - $ (ovrd_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) > 0) - = ovrd_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) ; - -i_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) - $ { ovrd_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) - and (ovrd_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) = eps) - } = 0 ; - -* Offer parameter overrides -i_tradePeriodOfferParameter(tp,i_offer,i_offerParam) - $ (ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) > 0) - = ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) ; - -i_tradePeriodOfferParameter(tp,i_offer,i_offerParam) - $ { ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) - and (ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) = eps ) - } = 0 ; - -* PLSR offer overrides -i_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ (ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) > 0) - = ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) ; - -i_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ { ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - and (ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) = eps) - } = 0 ; - -i_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ (ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) > 0) - = ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) ; - -i_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ { ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - and (ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) = eps) - } = 0 ; - -* TWDR offer overrides -i_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ (ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) > 0) - = ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) ; - -i_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ { ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - and (ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) = eps) - } = 0 ; - -i_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ (ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) > 0) - = ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) ; - -i_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ { ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - and (ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) = eps) - } = 0 ; - -* ILR offer overrides -i_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ (ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) > 0) - = ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) ; - -i_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ { ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - and (ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) = eps) - } = 0 ; - -i_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ (ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) > 0) - = ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) ; - -i_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ { ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) - and (ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) = eps) - } = 0 ; - -* Genertion Reserve Class Capacity -i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) - $ (ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) > 0) - = ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) ; - -i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) - $ { ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) - and (ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) = eps) - } = 0 ; - -* Enegry bid overrides -i_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) - $ (ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) > 0) - = ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) ; - -i_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) - $ { ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) - and (ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) = eps) - } = 0 ; - -i_tradePeriodDispatchableBid(tp,i_bid) - $ (ovrd_tradePeriodDispatchableBid(tp,i_bid) > 0) = yes ; - -i_tradePeriodDispatchableBid(tp,i_bid) - $ { ovrd_tradePeriodDispatchableBid(tp,i_bid) - and (ovrd_tradePeriodDispatchableBid(tp,i_bid) = eps) - } = no ; - -$offEnd - - -* End of file diff --git a/Output/Test_Run_All/Programs/vSPDperiod.gms b/Output/Test_Run_All/Programs/vSPDperiod.gms deleted file mode 100644 index b7b7aa5..0000000 --- a/Output/Test_Run_All/Programs/vSPDperiod.gms +++ /dev/null @@ -1,124 +0,0 @@ -*===================================================================================== -* Name: vSPDPeriod.gms -* Function: Establish the set of periods selected to be solved in vSPD -* and unload to gdx file for later use in vSPDsolve.gms -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* https://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: https://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 1 Oct 2019 -* -*===================================================================================== - -$include vSPDsettings.inc -$include vSPDcase.inc - -* If input file does not exist then go to the next input file -$ifthen exist "%inputPath%\%vSPDinputData%.gdx" - - -*=============================================================================== -* 1. Initialize set and data -*=============================================================================== -Sets -sarea /NI, SI, National/ -tp 'Set of trading periods' -dt 'Set of datetime' -dt2tp(dt,tp) 'Mapping datetime to trading periods' -stp(tp) 'Trading periods to be solved' -sdt(dt) 'Date time to be solved' - -$onempty -i_riskGroup(*) 'Set representing a collection of generation and reserve offers treated as a group risk' // -i_tradePeriodRiskGroup(*,*,*,*) 'Mappimg of risk group to offers in current trading period for each risk class - SPD version 11.0 update' // -$offempty - -; -alias (tp,tp1); - -Scalars -i_day 'Day number (1..31)' -i_month 'Month number (1..12)' -i_year 'Year number (1900..2200)' -inputGDXGDate 'Gregorian date of input GDX file' -scarcityPricingGDXGDate 'Scarcity pricing scheme available date' -; - -Parameter -scarcitySituationExists(tp,sarea) 'Flag to indicate that a scarcity situation exists (1 = Yes)' -; - -$gdxin "%inputPath%\%vSPDinputData%.gdx" -$load i_day i_month i_year -$load tp = i_tradePeriod -$load dt = i_dateTime -$load dt2tp = i_dateTimeTradePeriodMap -$gdxin - - -*=============================================================================== -* 2. Establish which trading periods are to be solved -*=============================================================================== -Sets -alp 'All trading periods to be solved' / All / -tmp 'Temporary list of trading period to be solved' -$include vSPDtpsToSolve.inc -; - -stp(tp) = no ; -stp(tp) $ sum[ tmp, diag(tp,tmp)] = yes ; -stp(tp) $ sum[ tmp, diag(tmp,'All')] = yes ; -stp(tp) $ [sum[ (tp1,tmp), diag(tp1,tmp)] = 0] = yes ; -$if %opMode% == 'DWH' stp(tp) = yes; -sdt(dt) = no; -sdt(dt) $ sum[ stp(tp) $ dt2tp(dt,tp), 1 ] = yes ; - -execute_unload '%programPath%\vSPDperiod.gdx' - stp = i_TradePeriod - sdt = i_DateTime - i_riskGroup - i_tradePeriodRiskGroup - ; - - -*=============================================================================== -* 3. Check if scaricity pricing exist for selected trading period -*=============================================================================== -File vSPDcase "The current input case file" / "vSPDcase.inc" /; -vSPDcase.lw = 0 ; vSPDcase.sw = 0 ; vSPDcase.ap = 1 ; - -*Scarcity pricing scheme available date from 27 May 2014 -scarcityPricingGDXGDate = 41785; - -* Calculate the Gregorian date of the input data -inputGDXGDate = jdate(i_year,i_month,i_day) ; - -* Scarcity pricing flag -if(inputGDXGDate >= scarcityPricingGDXGDate, - execute_load "%inputPath%\%vSPDinputData%.gdx" - ScarcitySituationExists = i_tradePeriodScarcitySituationExists; - if( Sum[ (stp,sarea), ScarcitySituationExists(stp,sarea) ] > 0, - putclose vSPDcase "$setglobal scarcityExists 1 "; - else - putclose vSPDcase "$setglobal scarcityExists 0 "; - ) ; - -else - putclose vSPDcase "$setglobal scarcityExists 0 "; -) ; -* Scarcity pricing flag end - -*=============================================================================== -* 4. Check if risk group exist for selected trading period -*=============================================================================== - -* Risk group flag - Risk group available date from 20 Oct 2016 -if( jdate(i_year,i_month,i_day) >= jdate(2016,10,20), - putclose vSPDcase "$setglobal riskGroup 1 "; -else - putclose vSPDcase "$setglobal riskGroup 0 "; -) ; -* Risk group flag flag end - -$endif diff --git a/Output/Test_Run_All/Programs/vSPDreport.gms b/Output/Test_Run_All/Programs/vSPDreport.gms deleted file mode 100644 index 9c7dfc9..0000000 --- a/Output/Test_Run_All/Programs/vSPDreport.gms +++ /dev/null @@ -1,435 +0,0 @@ -*===================================================================================== -* Name: vSPDreport.gms -* Function: Creates the detailed reports for normal SPD mode -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* https://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: https://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 1 Oct 2019 -* -*===================================================================================== - -* Normal vSPD run output -o_FromDateTime(dt)$( ord(dt) = 1 ) = yes ; - -* System surplus needs to be calculated outside the main loop -o_systemSurplus = o_systemLoadCost-o_systemLoadRevenue-o_systemEnergyRevenue ; - -* Trader level - Currently this does not include revenue from wind generators -* since wind generation in FP is represented as negative load -o_trader(trdr) = yes ; -o_traderGen(trdr) = sum(o_offerTrader(o,trdr), o_offerGen(o)) ; -o_traderFIR(trdr) = sum(o_offerTrader(o,trdr), o_offerFIR(o)) ; -o_traderSIR(trdr) = sum(o_offerTrader(o,trdr), o_offerSIR(o)) ; -o_traderGenRevenue(trdr) = sum(o_offerTrader(o,trdr), o_offerGenRevenue(o)); -o_traderFIRrevenue(trdr) = sum(o_offerTrader(o,trdr), o_offerFIRrevenue(o)); -o_traderSIRrevenue(trdr) = sum(o_offerTrader(o,trdr), o_offerSIRrevenue(o)); - - -*===================================================================================== -* Writing data in to CSV result files -*===================================================================================== - -* System level summary -File SystemResults / "%outputPath%\%runName%\%runName%_SystemResults.csv" / ; -SystemResults.pc = 5 ; SystemResults.lw = 0 ; -SystemResults.pw = 9999 ; SystemResults.ap = 1 ; -put SystemResults ; -loop( dt $ o_FromDateTime(dt), - put dt.tl, o_NumTradePeriods, o_systemOFV, o_systemGen, o_systemLoad - o_systemLoss, o_systemViolation, o_systemFIR, o_systemSIR - o_systemEnergyRevenue, o_systemLoadCost, o_systemLoadRevenue - o_systemSurplus / ; -) ; - -* Offer level summary -File OfferResults / "%outputPath%\%runName%\%runName%_OfferResults.csv" / ; -OfferResults.pc = 5 ; OfferResults.lw = 0 ; -OfferResults.pw = 9999 ; OfferResults.ap = 1 ; -put OfferResults ; -loop( (dt,o,trdr) - $ { o_FromDateTime(dt) and o_offerTrader(o,trdr) and - [ o_offerGen(o) or o_offerFIR(o) or o_offerSIR(o) ] - }, - put dt.tl, o_NumTradePeriods, o.tl, trdr.tl - o_offerGen(o), o_offerFIR(o), o_offerSIR(o) / ; -) ; - -* Trader level summary -File TraderResults / "%outputPath%\%runName%\%runName%_TraderResults.csv" / ; -TraderResults.pc = 5 ; TraderResults.lw = 0 ; -TraderResults.pw = 9999 ; TraderResults.ap = 1 ; -put TraderResults ; -loop( (dt,trdr) - $ { o_FromDateTime(dt) and o_trader(trdr) and - [ o_traderGen(trdr) or o_traderFIR(trdr) or o_traderSIR(trdr) ] - }, - put dt.tl, o_NumTradePeriods, trdr.tl - o_traderGen(trdr), o_traderFIR(trdr), o_traderSIR(trdr) / ; -) ; - - -* Trading period level report -$if not exist "%outputPath%\%runName%\%runName%_BusResults_TP.csv" $goto SkipTP - -* Trading period summary result -File -SummaryResults_TP / "%outputPath%\%runName%\%runName%_SummaryResults_TP.csv" / ; -SummaryResults_TP.pc = 5 ; SummaryResults_TP.lw = 0 ; -SummaryResults_TP.pw = 9999 ; SummaryResults_TP.ap = 1 ; -SummaryResults_TP.nd = 5 ; -put SummaryResults_TP ; -loop( dt, - put dt.tl, o_solveOK_TP(dt), o_ofv_TP(dt) - o_systemCost_TP(dt), o_systemBenefit_TP(dt) - o_penaltyCost_TP(dt), o_DefGenViolation_TP(dt) - o_SurpGenViolation_TP(dt),o_DefResv_TP(dt),o_SurpBranchFlow_TP(dt) - o_DefRampRate_TP(dt), o_SurpRampRate_TP(dt) - o_DefBranchGroupConst_TP(dt), o_SurpBranchGroupConst_TP(dt) - o_DefMnodeConst_TP(dt), o_SurpMnodeConst_TP(dt) - o_DefACNodeConst_TP(dt), o_SurpACNodeConst_TP(dt) - o_DefT1MixedConst_TP(dt), o_SurpT1MixedConst_TP(dt) - o_DefGenericConst_TP(dt), o_SurpGenericConst_TP(dt) / ; -) ; - -* Trading period island result -File IslandResults_TP /"%outputPath%\%runName%\%runName%_IslandResults_TP.csv"/; -IslandResults_TP.pc = 5 ; IslandResults_TP.lw = 0 ; -IslandResults_TP.pw = 9999 ; IslandResults_TP.ap = 1 ; -IslandResults_TP.nd = 5 ; -put IslandResults_TP ; -loop( (dt,ild) $ o_island(dt,ild), - put dt.tl, ild.tl, o_islandGen_TP(dt,ild), o_islandLoad_TP(dt,ild) - o_islandClrBid_TP(dt,ild), o_islandBranchLoss_TP(dt,ild) - o_HVDCFlow_TP(dt,ild), o_HVDCLoss_TP(dt,ild) - o_islandRefPrice_TP(dt,ild), o_FIRReqd_TP(dt,ild) - o_SIRReqd_TP(dt,ild), o_FIRPrice_TP(dt,ild) - o_SIRPrice_TP(dt,ild), o_islandEnergyRevenue_TP(dt,ild) - o_islandLoadCost_TP(dt,ild), o_islandLoadRevenue_TP(dt,ild) -* NIRM output - o_FirCleared_TP(dt,ild), o_SirCleared_TP(dt,ild) - o_FirSent_TP(dt,ild), o_SirSent_TP(dt,ild) - o_FirReceived_TP(dt,ild), o_SirReceived_TP(dt,ild) - o_FirEffReport_TP(dt,ild), o_SirEffReport_TP(dt,ild) -*NIRM output end - / ; -) ; - -$ifthen.ScarcityReport %scarcityExists%==1 -* Trading period scarcity results -File scarcityResults_TP / "%outputPath%\%runName%\%runName%_ScarcityResults_TP.csv" /; -scarcityResults_TP.pc = 5 ; scarcityResults_TP.lw = 0 ; -scarcityResults_TP.pw = 9999 ; scarcityResults_TP.ap = 1 ; -scarcityResults_TP.nd = 3 ; -put scarcityResults_TP ; -loop( (dt,ild) $ o_island(dt,ild), - put dt.tl, ild.tl, o_scarcityExists_TP(dt,ild), o_cptPassed_TP(dt,ild) - o_avgPriorGWAP_TP(dt,ild), o_islandGWAPbefore_TP(dt,ild) - o_islandGWAPafter_TP(dt,ild), o_scarcityGWAPbefore_TP(dt,ild) - o_scarcityGWAPafter_TP(dt,ild), o_scarcityScalingFactor_TP(dt,ild) - o_GWAPthreshold_TP(dt,ild), o_GWAPfloor_TP(dt,ild) - o_GWAPceiling_TP(dt,ild) / ; -) ; -$endif.ScarcityReport - -* Trading period bus result -File BusResults_TP / "%outputPath%\%runName%\%runName%_BusResults_TP.csv" / ; -BusResults_TP.pc = 5 ; -BusResults_TP.lw = 0 ; -BusResults_TP.pw = 9999 ; -BusResults_TP.ap = 1 ; -BusResults_TP.nd = 3 -put BusResults_TP ; -loop( o_bus(dt,b), - put dt.tl, b.tl, o_busGeneration_TP(dt,b), o_busLoad_TP(dt,b) - o_busPrice_TP(dt,b), o_busRevenue_TP(dt,b), o_busCost_TP(dt,b) - o_busDeficit_TP(dt,b), o_busSurplus_TP(dt,b) / ; -) ; - -* Trading period node result -File NodeResults_TP /"%outputPath%\%runName%\%runName%_NodeResults_TP.csv" / ; -NodeResults_TP.pc = 5 ; -NodeResults_TP.lw = 0 ; -NodeResults_TP.pw = 9999 ; -NodeResults_TP.ap = 1 ; -NodeResults_TP.nd = 3 ; -put NodeResults_TP ; -loop( (dt,n) $ o_node(dt,n), - put dt.tl, n.tl, o_nodeGeneration_TP(dt,n), o_nodeLoad_TP(dt,n) - o_nodePrice_TP(dt,n), o_nodeRevenue_TP(dt,n), o_nodeCost_TP(dt,n) - o_nodeDeficit_TP(dt,n), o_nodeSurplus_TP(dt,n) / ; -) ; - -* Trading period offer result -File OfferResults_TP /"%outputPath%\%runName%\%runName%_OfferResults_TP.csv"/ ; -OfferResults_TP.pc = 5 ; OfferResults_TP.lw = 0 ; -OfferResults_TP.pw = 9999 ; OfferResults_TP.ap = 1 ; -OfferResults_TP.nd = 3 ; -put OfferResults_TP ; -loop( (dt,o) $ o_offer(dt,o), - put dt.tl, o.tl, o_offerEnergy_TP(dt,o) - o_offerFIR_TP(dt,o), o_offerSIR_TP(dt,o) / ; -) ; - -* Trading period bid result -File BidResults_TP / "%outputPath%\%runName%\%runName%_BidResults_TP.csv" / ; -BidResults_TP.pc = 5 ; BidResults_TP.lw = 0 ; -BidResults_TP.pw = 9999 ; BidResults_TP.ap = 1 ; -BidResults_TP.nd = 3 ; -put BidResults_TP ; -loop( (dt,bd) $ o_bid(dt,bd), - put dt.tl, bd.tl, o_bidTotalMW_TP(dt,bd), o_bidEnergy_TP(dt,bd) - o_bidFIR_TP(dt,bd), o_bidSIR_TP(dt,bd) / ; -) ; - -* Trading period reserve result -File -ReserveResults_TP /"%outputPath%\%runName%\%runName%_ReserveResults_TP.csv" / ; -ReserveResults_TP.pc = 5 ; ReserveResults_TP.lw = 0 ; -ReserveResults_TP.pw = 9999 ; ReserveResults_TP.ap = 1 ; -ReserveResults_TP.nd = 3 ; -put ReserveResults_TP ; -loop( (dt,ild) $ o_island(dt,ild), - put dt.tl, ild.tl, o_FIRReqd_TP(dt,ild), o_SIRReqd_TP(dt,ild) - o_FIRPrice_TP(dt,ild), o_SIRPrice_TP(dt,ild) - o_FIRViolation_TP(dt,ild), o_SIRViolation_TP(dt,ild) - o_FIRvrMW_TP(dt,ild), o_SIRvrMW_TP(dt,ild) / ; -) ; - -* Trading period branch result -File -BranchResults_TP / "%outputPath%\%runName%\%runName%_BranchResults_TP.csv" / ; -BranchResults_TP.pc = 5 ; BranchResults_TP.lw = 0 ; -BranchResults_TP.pw = 9999 ; BranchResults_TP.ap = 1 ; -BranchResults_TP.nd = 5 ; -put BranchResults_TP ; -loop( (dt,br,frB,toB) - $ { o_branchToBus_TP(dt,br,toB) and - o_branchFromBus_TP(dt,br,frB) and o_branch(dt,br) - }, - put dt.tl, br.tl, frB.tl, toB.tl, o_branchFlow_TP(dt,br) - o_branchCapacity_TP(dt,br), o_branchDynamicLoss_TP(dt,br) - o_branchFixedLoss_TP(dt,br), o_branchFromBusPrice_TP(dt,br) - o_branchToBusPrice_TP(dt,br), o_branchMarginalPrice_TP(dt,br) - o_branchTotalRentals_TP(dt,br) / ; -) ; - -* Trading period branch constraint result -File BrCstrResults_TP -/ "%outputPath%\%runName%\%runName%_BrConstraintResults_TP.csv" / ; -BrCstrResults_TP.pc = 5 ; -BrCstrResults_TP.lw = 0 ; -BrCstrResults_TP.pw = 9999 ; -BrCstrResults_TP.ap = 1 ; -BrCstrResults_TP.nd = 5 ; -put BrCstrResults_TP ; -loop( (dt,brCstr) $ o_brConstraint_TP(dt,brCstr), - put dt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) - o_brConstraintSense_TP(dt,brCstr), o_brConstraintRHS_TP(dt,brCstr) - o_brConstraintPrice_TP(dt,brCstr) / ; -) ; - -* Trading period market node constraint result -File MnodeCstrResults_TP -/ "%outputPath%\%runName%\%runName%_MnodeConstraintResults_TP.csv" / ; -MnodeCstrResults_TP.pc = 5 ; -MnodeCstrResults_TP.lw = 0 ; -MnodeCstrResults_TP.pw = 9999 ; -MnodeCstrResults_TP.ap = 1 ; -MnodeCstrResults_TP.nd = 5 ; -put MnodeCstrResults_TP ; -loop( (dt,MnodeCstr) $ o_MnodeConstraint_TP(dt,MnodeCstr), - put dt.tl, MnodeCstr.tl, o_MnodeConstraintLHS_TP(dt,MnodeCstr) - o_MnodeConstraintSense_TP(dt,MnodeCstr) - o_MnodeConstraintRHS_TP(dt,MnodeCstr) - o_MnodeConstraintPrice_TP(dt,MnodeCstr) / ; -) ; - -$label SkipTP -*=============================================================================== - - - -*=============================================================================== -* Audit mode reporting process -*=============================================================================== -$ifthen.AuditReport %opMode%=='AUD' - -* Introduce zero tolerance to detect risk setter due to rounding issues -Scalar zeroTolerance / 0.000001 / ; - - -* Audit - branch loss result -File branchLoss_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchLoss.csv"/; -branchLoss_Audit.pc = 5 ; -branchLoss_Audit.lw = 0 ; -branchLoss_Audit.pw = 9999 ; -BranchLoss_Audit.ap = 1 ; -BranchLoss_Audit.nd = 9 ; -put BranchLoss_Audit ; -loop( (dt,br) $ o_branch(dt,br), - put dt.tl, br.tl ; - loop(los $ o_LossSegmentBreakPoint(dt,br,los), - put o_LossSegmentBreakPoint(dt,br,los) - o_LossSegmentFactor(dt,br,los) ; - ) - put / ; -) ; - -* Audit - bus result -File busResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BusResults.csv"/; -busResults_Audit.pc = 5 ; -busResults_Audit.lw = 0 ; -busResults_Audit.pw = 9999 ; -BusResults_Audit.ap = 1 ; -BusResults_Audit.nd = 5 ; -put BusResults_Audit ; -loop( (dt,b,ild) $ { o_bus(dt,b) and o_busIsland_TP(dt,b,ild) }, - put dt.tl, ild.tl, b.tl, o_ACBusAngle(dt,b) - o_busPrice_TP(dt,b), o_busLoad_TP(dt,b) - o_ILBus_FIR_TP(dt,b), o_ILBus_SIR_TP(dt,b) / ; -) ; - -* Audit - market node result -File -MNodeResults_Audit /"%outputPath%\%runName%\%runName%_Audit_MNodeResults.csv"/; -MNodeResults_Audit.pc = 5 ; -MNodeResults_Audit.lw = 0 ; -MNodeResults_Audit.pw = 9999 ; -MNodeResults_Audit.ap = 1 ; -MNodeResults_Audit.nd = 5 ; -put MNodeResults_Audit ; -loop( (dt,o,ild) $ {o_offer(dt,o) and o_MarketNodeIsland_TP(dt,o,ild) }, - put dt.tl, ild.tl, o.tl, o_offerEnergy_TP(dt,o) - o_PLRO_FIR_TP(dt,o), o_PLRO_SIR_TP(dt,o) - o_TWRO_FIR_TP(dt,o), o_TWRO_SIR_TP(dt,o) / ; -) ; - -* Audit - branch result -File -brchResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchResults.csv"/; -brchResults_Audit.pc = 5 ; -brchResults_Audit.lw = 0 ; -brchResults_Audit.pw = 9999 ; -brchResults_Audit.ap = 1 ; -brchResults_Audit.nd = 9 ; -put brchResults_Audit ; -loop( (dt,br) $ o_branch(dt,br), - put dt.tl, br.tl, o_branchFlow_TP(dt,br) - o_branchDynamicLoss_TP(dt,br), o_branchFixedLoss_TP(dt,br) - [o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br)] ; - if ( o_branchMarginalPrice_TP(dt,br) <> 0, put 'Y' ; - else put 'N' ; - ) ; - - put o_branchMarginalPrice_TP(dt,br) ; - - if( o_NonPhysicalLoss(dt,br) > NonPhysicalLossTolerance, put 'Y' / ; - else put 'N' / ; - ) ; -) ; - -* Audit - risk result -File -riskResults_Audit /"%outputPath%\%runName%\%runName%_Audit_RiskResults.csv"/; -riskResults_Audit.pc = 5 ; -riskResults_Audit.lw = 0 ; -riskResults_Audit.pw = 9999 ; -RiskResults_Audit.ap = 1 ; -RiskResults_Audit.nd = 5 ; -put RiskResults_Audit ; -loop( (dt,ild,resC) $ o_island(dt,ild), - loop( (o,GenRisk) $ { ( o_generationRiskLevel(dt,ild,o,resC,GenRisk) > 0 ) - and ( abs[ o_GenerationRiskLevel(dt,ild,o,resC,GenRisk) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, o.tl, GenRisk.tl - o_GenerationRiskLevel(dt,ild,o,resC,GenRisk) - o_ResCleared_TP(dt,ild,resC), o_EffectiveRes_TP(dt,ild,resC,GenRisk) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - - ) ; - - loop( HVDCrisk $ { (o_HVDCriskLevel(dt,ild,resC,HVDCrisk) > 0) - and ( abs[ o_HVDCriskLevel(dt,ild,resC,HVDCrisk) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, 'HVDC', HVDCrisk.tl - o_HVDCriskLevel(dt,ild,resC,HVDCrisk), o_ResCleared_TP(dt,ild,resC) - o_EffectiveRes_TP(dt,ild,resC,HVDCRisk) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; - - loop( manualRisk $ { ( o_manuRiskLevel(dt,ild,resC,ManualRisk) > 0 ) - and ( abs[ o_manuRiskLevel(dt,ild,resC,manualRisk) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, 'Manual', manualRisk.tl - o_manuRiskLevel(dt,ild,resC,manualRisk),o_ResCleared_TP(dt,ild,resC) - o_EffectiveRes_TP(dt,ild,resC,manualRisk) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; - - loop( (o,riskC) $ { HVDCsecRisk(riskC) - and ( o_genHVDCriskLevel(dt,ild,o,resC,riskC) > 0 ) - and ( abs[ o_genHVDCriskLevel(dt,ild,o,resC,riskC) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, o.tl, riskC.tl - o_GenHVDCRiskLevel(dt,ild,o, resC,riskC) - o_ResCleared_TP(dt,ild,resC), o_EffectiveRes_TP(dt,ild,resC,riskC) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; - - loop( (o,riskC) $ { HVDCsecRisk(riskC) - and ( o_manuHVDCriskLevel(dt,ild,resC,riskC) > 0 ) - and ( abs[ o_manuHVDCriskLevel(dt,ild,resC,riskC) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, 'Manual', riskC.tl - o_manuHVDCriskLevel(dt,ild,resC,riskC) - o_ResCleared_TP(dt,ild,resC), o_EffectiveRes_TP(dt,ild,resC,riskC) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; - -* Ensure still reporting for conditions with zero FIR and/or SIR required - if( (o_ReserveReqd_TP(dt,ild,resC) = 0) , - put dt.tl, ild.tl, resC.tl, ' ', ' ', ' ' - o_ResCleared_TP(dt,ild,resC), o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; -) ; - -* Audit - objective result -File objResults_Audit /"%outputPath%\%runName%\%runName%_Audit_ObjResults.csv"/; -objResults_Audit.pc = 5 ; -objResults_Audit.lw = 0 ; -objResults_Audit.pw = 9999 ; -objResults_Audit.ap = 1 ; -objResults_Audit.nd = 5 ; -objResults_Audit.nw = 20 ; -put objResults_Audit -loop( dt, - put dt.tl, o_ofv_TP(dt) / -) ; - - -execute_unload '%outputPath%\%runName%\%vSPDinputData%_AllData.gdx' ; -$endif.AuditReport -*=============================================================================== -*execute_unload '%outputPath%\%runName%\%vSPDinputData%_AllData.gdx' ; - - - - diff --git a/Output/Test_Run_All/Programs/vSPDsolve.gms b/Output/Test_Run_All/Programs/vSPDsolve.gms deleted file mode 100644 index 10495de..0000000 --- a/Output/Test_Run_All/Programs/vSPDsolve.gms +++ /dev/null @@ -1,3949 +0,0 @@ -*===================================================================================== -* Name: vSPDsolve.gms -* Function: Establish base case and override data, prepare data, and solve -* the model -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Modified on: 1 Oct 2019 -* New feature added: new wind offer arrangements -* Modified on: 11 Nov 2020 -* Replacing invalid bus prices after SOS1 (6.1.3) -* Last modified on: 11 Dec 2020 -* From 11 Dec 2020, GDX input file have i_tradePeriodBranchCapacityDirected -* and i_tradePeriodReverseRatingsApplied symbols -* Applying branch reverse rating s only when i_tradePeriodReverseRatingsApplied = 1 -* Last modified on: 27 June 2021 -* Fixing the bug that remove HVDC because of zero reverse rating limits - -*===================================================================================== - -$ontext - Directory of code sections in vSPDsolve.gms: - 1. Declare symbols and initialise some of them - 2. Load data from GDX file f - 3. Manage model and data compatability - 4. Input data overrides - declare and apply (include vSPDoverrides.gms) - 5. Initialise constraint violation penalties (CVPs) - 6. The vSPD solve loop - a) Reset all sets, parameters and variables before proceeding with the next study trade period - b) Initialise current trade period and model data for the current trade period - c) Additional pre-processing on parameters and variables before model solve - d) Solve the model - e) Check if the LP results are valid - f) Resolve the model if required - g) Check for disconnected nodes and adjust prices accordingly - h) Collect and store results from the current model solve in the output (o_xxx) parameters - i) End of the solve vSPD loop - 7. vSPD scarcity pricing post-processing - 8. Write results to CSV report files and GDX files - -Aliases to be aware of: - i_island = ild, ild1 i_dateTime = dt - i_tradePeriod = tp i_node = n - i_offer = o, o1 i_trader = trdr - i_tradeBlock = trdBlk i_bus = b, b1, frB, toB - i_branch = br, br1 i_lossSegment = los, los1 - i_branchConstraint = brCstr i_ACnodeConstraint = ACnodeCstr - i_MnodeConstraint = MnodeCstr i_energyOfferComponent = NRGofrCmpnt - i_PLSRofferComponent = PLSofrCmpnt i_TWDRofferComponent = TWDofrCmpnt - i_ILRofferComponent = ILofrCmpnt i_energyBidComponent = NRGbidCmpnt - i_ILRbidComponent = ILbidCmpnt i_type1MixedConstraint = t1MixCstr - i_type2MixedConstraint = t2MixCstr i_type1MixedConstraintRHS = t1MixCstrRHS - i_genericConstraint = gnrcCstr i_scarcityArea = sarea - i_reserveType = resT i_reserveClass = resC - i_riskClass = riskC i_constraintRHS = CstrRHS - i_riskParameter = riskPar i_offerParam = offerPar - i_dczone = z,z1,rrz,rrz1 i_riskGroup = rg,rg1) -$offtext - - -* Include paths, settings and case name files -$include vSPDsettings.inc -$include vSPDcase.inc -$if not %opMode%=='SPD' tradePeriodReports = 1 ; - - -* Update the runlog file -File runlog "Write to a report" / "ProgressReport.txt" /; -runlog.lw = 0 ; runlog.ap = 1 ; -putclose runlog / 'Case "%vSPDinputData%" started at: ' - system.date " " system.time /; -if(sequentialSolve, - putclose runlog 'Vectorisation is switched OFF' /; -else - putclose runlog 'Vectorisation is switched ON' /; -) ; - -* Set the solver for the LP and MIP -option lp = %Solver% ; -option mip = %Solver% ; - -* Set profile status -option profile = 0 ; - -* Set the solution print status in the lst file -option solprint = off; - -* Set the column (variable) and row (equation) listing in the lst file -option limcol = 0 ; -option limrow = 0 ; - -* Allow empty data set declaration -$onempty - -* Declare a temporary file -File temp ; - -*===================================================================================== -* 1. Declare symbols and initialise some of them -*===================================================================================== - -Sets -* Initialise fundamental sets by hard-coding (these sets can also be found in the daily GDX files) - i_island / NI, SI / - i_reserveClass / FIR, SIR / - -$ontext - Scarcity pricing updates --> i_reserveType - Rather than include an additional reserve type element an additional virutal - reserve paramter and associated variable is created. This is more efficient - implementation in terms of the problem size as all other reserve providers - are indexed on i_reserveType which would include an additional index on all - these variables thus increasing the problem size. This increase would then - need additional pre-processing to fix variables to zero. To avoid this and - keep the problem size small the additional virtual reserve variable is included. -$offtext - i_reserveType / PLSR, TWDR, ILR / - - i_riskClass / genRisk, DCCE, DCECE, manual, genRisk_ECE - manual_ECE, HVDCsecRisk_CE, HVDCsecRisk_ECE / - i_riskParameter / i_freeReserve, i_riskAdjustmentFactor, i_HVDCpoleRampUp / - i_offerType / energy, PLSR, TWDR, ILR / - i_offerParam / i_initialMW, i_rampUpRate, i_rampDnRate - i_reserveGenerationMaximum, i_windOffer, i_FKbandMW, - i_IsPriceResponse, i_PotentialMW / - i_energyOfferComponent / i_generationMWoffer, i_generationMWofferPrice / - i_PLSRofferComponent / i_PLSRofferPercentage, i_PLSRofferMax, i_PLSRofferPrice / - i_TWDRofferComponent / i_TWDRofferMax, i_TWDRofferPrice / - i_ILRofferComponent / i_ILRofferMax, i_ILRofferPrice / - i_energyBidComponent / i_bidMW, i_bidPrice / - i_ILRbidComponent / i_ILRbidMax, i_ILRbidPrice / - i_tradeBlock / t1*t20 / - i_lossSegment / ls1*ls13 / - i_lossParameter / i_MWbreakPoint, i_lossCoefficient / - i_branchParameter / i_branchResistance, i_branchSusceptance, i_branchFixedLosses, i_numLossTranches / - i_constraintRHS / i_constraintSense, i_constraintLimit / - i_type1MixedConstraintRHS / i_mixedConstraintSense, i_mixedConstraintLimit1, i_mixedConstraintLimit2 / - i_flowDirection / forward, backward / - i_CVP / i_deficitBusGeneration, i_surplusBusGeneration - i_deficit6sReserve_CE, i_deficit60sReserve_CE - i_deficitBranchGroupConstraint, i_surplusBranchGroupConstraint - i_deficitGenericConstraint, i_surplusGenericConstraint - i_deficitRampRate, i_surplusRampRate - i_deficitACnodeConstraint, i_surplusACnodeConstraint - i_deficitBranchFlow, i_surplusBranchFlow - i_deficitMnodeConstraint, i_surplusMnodeConstraint - i_type1DeficitMixedConstraint, i_type1SurplusMixedConstraint - i_deficit6sReserve_ECE, i_deficit60sReserve_ECE / - -* Initialise the set called pole - pole 'HVDC poles' / pole1, pole2 / - -* Scarcity pricing updates - i_scarcityArea /NI, SI, National/ - -* NMIR - HVDC flow zones for reverse reserve sharing - i_dczone /RP, NR, RZ/ - - ; - - - -* 'startyear' must be modified if you ever decide it is clever to change the first element of i_yearnum. -Scalar startYear 'Start year - used in computing Gregorian date for override years' / 1899 / ; - -Sets - scarcityAreaIslandMap(sarea,ild) 'Mapping of scarcity area to island' - unsolvedPeriod(tp) 'Set of periods that are not solved yet' -* Unmmaped bus defificit temporary sets - unmappedDeficitBus(dt,b) 'List of buses that have deficit generation (price) and are not mapped to any pnode' - changedDeficitBus(dt,b) 'List of buses that have deficit generation added from unmapped deficit bus' -* TN - Replacing invalid prices after SOS1 - vSPD_SOS1_Solve(tp) 'Flag period that is resolved using SOS1' - ; - -Parameters -* Flag to apply corresponding vSPD model - VSPDModel(tp) '0=VSPD, 1=VSPD_MIP, 2=vSPD_BranchFlowMIP, 3=vSPD_MixedConstraintMIP, 4=VSPD (last solve)' -* Main iteration counter - iterationCount 'Iteration counter for the solve' -* MIP logic - circularBranchFlowExist(tp,br) 'Flag to indicate if circulating branch flows exist on each branch: 1 = Yes' -* Introduce flag to detect circular branch flows on each HVDC pole - poleCircularBranchFlowExist(tp,pole) 'Flag to indicate if circulating branch flows exist on each an HVDC pole: 1 = Yes' - northHVDC(tp) 'HVDC MW sent from from SI to NI' - southHVDC(tp) 'HVDC MW sent from from NI to SI' - nonPhysicalLossExist(tp,br) 'Flag to indicate if non-physical losses exist on branch: 1 = Yes' - manualBranchSegmentMWFlow(tp,br,los,fd) 'Manual calculation of the branch loss segment MW flow' - manualLossCalculation(tp,br) 'MW losses calculated manually from the solution for each loss branch' - HVDChalfPoleSouthFlow(tp) 'Flag to indicate if south flow on HVDC halfpoles' - type1MixedConstraintLimit2Violation(tp, t1MixCstr) 'Type 1 mixed constraint MW violaton of the alternate limit value' -* Parameters to calculate circular branch flow on each HVDC pole - TotalHVDCpoleFlow(tp,pole) 'Total flow on an HVDC pole' - MaxHVDCpoleFlow(tp,pole) 'Maximum flow on an HVDC pole' -* Disconnected bus post-processing - busGeneration(tp,b) 'MW generation at each bus for the study trade periods' - busLoad(tp,b) 'MW load at each bus for the study trade periods' - busPrice(tp,b) '$/MW price at each bus for the study trade periods' - busDisconnected(tp,b) 'Indication if bus is disconnected or not (1 = Yes) for the study trade periods' -* Scarcity pricing processing parameters - scarcitySituation(tp,sarea) 'Flag to indicate that a scarcity situation exists (1 = Yes)' - GWAPFloor(tp,sarea) 'Floor price for the scarcity situation in scarcity area' - GWAPCeiling(tp,sarea) 'Ceiling price for the scarcity situation in scarcity area' - GWAPPastDaysAvg(tp,ild) 'Average GWAP over past days - number of periods in GWAP count' - GWAPCountForAvg(tp,ild) 'Number of periods used for the i_gwapPastDaysAvg' - GWAPThreshold(tp,ild) 'Threshold on previous 336 trading period GWAP - cumulative price threshold' - islandGWAP(tp,ild) 'Island GWAP calculation used to update GWAPPastDaysAvg' - scarcityAreaGWAP(tp,sarea) 'Scarcity area GWAP used to calculate the scaling factor' - pastGWAPsumforCPT(tp,ild) - pastTPcntforCPT(tp,ild) - currentDayGWAPsumforCPT(ild) - currentDayTPsumforCPT(ild) - avgPriorGWAP(tp,ild) - cptIslandPassed(tp,sarea) - cptPassed(tp,sarea) - cptIslandReq(sarea) - scarcityScalingFactor(tp,sarea) - scaledbusPrice(tp,b) - scalednodePrice(tp,n) - scaledFIRprice(tp,ild) - scaledSIRprice(tp,ild) - scaledislandGWAP(tp,ild) - scaledscarcityAreaGWAP(tp,sarea) -* Unmmaped bus defificit temporary parameters - temp_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' -* TN - Replacing invalid prices after SOS1 - busSOSinvalid(tp,b) 'Buses with invalid bus prices after SOS1 solve' - numberofbusSOSinvalid(tp) 'Number of buses with invalid bus prices after SOS1 solve --> used to check if invalid prices can be improved (numberofbusSOSinvalid reduces after each iteration) ' -* TN - Flag to apply branch reverse ratings - reverseRatingsApplied(tp) - ; - -Sets -* Dispatch results reporting - o_fromDateTime(dt) 'Start period for summary reports' - o_dateTime(dt) 'Date and time for reporting' - o_bus(dt,b) 'Set of buses for output report' - o_offer(dt,o) 'Set of offers for output report' - o_bid(dt,bd) 'Set of bids for output report' - o_island(dt,ild) 'Island definition for trade period reserve output report' - o_offerTrader(o,trdr) 'Mapping of offers to traders for offer summary reports' - o_trader(trdr) 'Set of traders for trader summary output report' - o_node(dt,n) 'Set of nodes for output report' - o_branch(dt,br) 'Set of branches for output report' - o_HVDClink(dt,br) 'HVDC links (branches) defined for the current trading period' - o_branchFromBus_TP(dt,br,frB) 'From bus for set of branches for output report' - o_branchToBus_TP(dt,br,toB) 'To bus for set of branches for output report' - o_brConstraint_TP(dt,brCstr) 'Set of branch constraints for output report' - o_MnodeConstraint_TP(dt,MnodeCstr) 'Set of Mnode constraints for output report' -* Audit - extra output declaration - o_busIsland_TP(dt,b,ild) 'Audit - Bus island mapping' - o_marketNodeIsland_TP(dt,o,ild) 'Audit - Generation offer island mapping' - ; - -Parameters -* Dispatch results for reporting - Trade period level - Island output - o_islandGen_TP(dt,ild) 'Island MW generation for the different time periods' - o_islandLoad_TP(dt,ild) 'Island MW fixed load for the different time periods' - o_islandClrBid_TP(dt,ild) 'Island cleared MW bid for the different time periods' - o_systemViolation_TP(dt,ild) 'Island MW violation for the different time periods' - o_islandEnergyRevenue_TP(dt,ild) 'Island energy revenue ($) for the different time periods' - o_islandReserveRevenue_TP(dt,ild) 'Island reserve revenue ($) for the different time periods' - o_islandLoadCost_TP(dt,ild) 'Island load cost ($) for the different time periods' - o_islandLoadRevenue_TP(dt,ild) 'Island load revenue ($) for the different time periods' - o_islandBranchLoss_TP(dt,ild) 'Intra-island branch losses for the different time periods (MW)' - o_islandRefPrice_TP(dt,ild) 'Reference prices in each island ($/MWh)' - o_HVDCflow_TP(dt,ild) 'HVDC flow from each island (MW)' - o_HVDCloss_TP(dt,ild) 'HVDC losses (MW)' - o_HVDChalfPoleLoss_TP(dt,ild) 'Losses on HVDC half poles (MW)' - o_HVDCpoleFixedLoss_TP(dt,ild) 'Fixed loss on inter-island HVDC (MW)' - o_busGeneration_TP(dt,b) 'Output MW generation at each bus for the different time periods' - o_busLoad_TP(dt,b) 'Output MW load at each bus for the different time periods' - o_busPrice_TP(dt,b) 'Output $/MW price at each bus for the different time periods' - o_busDisconnected_TP(dt,b) 'Output disconnected bus flag (1 = Yes) for the different time periods' - o_busRevenue_TP(dt,b) 'Generation revenue ($) at each bus for the different time periods' - o_busCost_TP(dt,b) 'Load cost ($) at each bus for the different time periods' - o_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' - o_busSurplus_TP(dt,b) 'Bus surplus violation for each trade period' - o_branchFromBusPrice_TP(dt,br) 'Output from bus price ($/MW) for branch reporting' - o_branchToBusPrice_TP(dt,br) 'Output to bus price ($/MW) for branch reporting' - o_branchMarginalPrice_TP(dt,br) 'Output marginal branch constraint price ($/MW) for branch reporting' - o_branchFlow_TP(dt,br) 'Output MW flow on each branch for the different time periods' - o_branchDynamicLoss_TP(dt,br) 'Output MW dynamic loss on each branch for the different time periods' - o_branchTotalLoss_TP(dt,br) 'Output MW total loss on each branch for the different time periods' - o_branchFixedLoss_TP(dt,br) 'Output MW fixed loss on each branch for the different time periods' - o_branchTotalRentals_TP(dt,br) 'Output $ rentals on transmission branches using total (dynamic + fixed) for the different time periods' - o_branchCapacity_TP(dt,br) 'Output MW branch capacity for branch reporting' - o_ACbranchTotalRentals(dt) 'Total AC rental by trading period for reporting' - o_ACbranchLossMW(dt,br,los) 'MW element of the loss segment curve in MW' - o_ACbranchLossFactor(dt,br,los) 'Loss factor element of the loss segment curve' - o_offerEnergy_TP(dt,o) 'Output MW cleared for each energy offer for each trade period' - o_offerFIR_TP(dt,o) 'Output MW cleared for FIR for each trade period' - o_offerSIR_TP(dt,o) 'Output MW cleared for SIR for each trade period' - o_bidEnergy_TP(dt,bd) 'Output MW cleared for each energy bid for each trade period' - o_offerEnergyBlock_TP(dt,o,trdBlk) 'Output MW cleared for each energy offer for each trade period' - o_offerFIRBlock_TP(dt,o,trdBlk,resT) 'Output MW cleared for FIR for each trade period' - o_offerSIRBlock_TP(dt,o,trdBlk,resT) 'Output MW cleared for SIR for each trade period' - o_bidTotalMW_TP(dt,bd) 'Output total MW bidded for each energy bid for each trade period' - o_bidFIR_TP(dt,bd) 'Output MW cleared for FIR for each trade period' - o_bidSIR_TP(dt,bd) 'Output MW cleared for SIR for each trade period' - o_ReserveReqd_TP(dt,ild,resC) 'Output MW required for each reserve class in each trade period' - o_FIRreqd_TP(dt,ild) 'Output MW required FIR for each trade period' - o_SIRreqd_TP(dt,ild) 'Output MW required SIR for each trade period' - o_ResCleared_TP(dt,ild,resC) 'Reserve cleared from an island for each trade period' - o_FIRcleared_TP(dt,ild) 'Output - total FIR cleared by island' - o_SIRcleared_TP(dt,ild) 'Output - total SIR cleared by island' - o_ResPrice_TP(dt,ild,resC) 'Output $/MW price for each reserve classes for each trade period' - o_FIRprice_TP(dt,ild) 'Output $/MW price for FIR reserve classes for each trade period' - o_SIRprice_TP(dt,ild) 'Output $/MW price for SIR reserve classes for each trade period' - o_ResViolation_TP(dt,ild,resC) 'Violation MW for each reserve classes for each trade period' - o_FIRviolation_TP(dt,ild) 'Violation MW for FIR reserve classes for each trade period' - o_SIRviolation_TP(dt,ild) 'Violation MW for SIR reserve classes for each trade period' - o_nodeGeneration_TP(dt,n) 'Ouput MW generation at each node for the different time periods' - o_nodeLoad_TP(dt,n) 'Ouput MW load at each node for the different time periods' - o_nodePrice_TP(dt,n) 'Output $/MW price at each node for the different time periods' - o_nodeRevenue_TP(dt,n) 'Output $ revenue at each node for the different time periods' - o_nodeCost_TP(dt,n) 'Output $ cost at each node for the different time periods' - o_nodeDeficit_TP(dt,n) 'Output node deficit violation for each trade period' - o_nodeSurplus_TP(dt,n) 'Output node surplus violation for each trade period' -* Security constraint data - o_brConstraintSense_TP(dt,brCstr) 'Branch constraint sense for each output report' - o_brConstraintLHS_TP(dt,brCstr) 'Branch constraint LHS for each output report' - o_brConstraintRHS_TP(dt,brCstr) 'Branch constraint RHS for each output report' - o_brConstraintPrice_TP(dt,brCstr) 'Branch constraint price for each output report' -* Mnode constraint data - o_MnodeConstraintSense_TP(dt,MnodeCstr) 'Market node constraint sense for each output report' - o_MnodeConstraintLHS_TP(dt,MnodeCstr) 'Market node constraint LHS for each output report' - o_MnodeConstraintRHS_TP(dt,MnodeCstr) 'Market node constraint RHS for each output report' - o_MnodeConstraintPrice_TP(dt,MnodeCstr) 'Market node constraint price for each output report' -* TradePeriod summary report - o_solveOK_TP(dt) 'Solve status for summary report (1=OK)' - o_systemCost_TP(dt) 'System cost for summary report' - o_systemBenefit_TP(dt) 'System benefit of cleared bids for summary report' - o_ofv_TP(dt) 'Objective function value for summary report' - o_penaltyCost_TP(dt) 'Penalty cost for summary report' - o_defGenViolation_TP(dt) 'Deficit generation violation for summary report' - o_surpGenViolation_TP(dt) 'Surplus generaiton violation for summary report' - o_surpBranchFlow_TP(dt) 'Surplus branch flow violation for summary report' - o_defRampRate_TP(dt) 'Deficit ramp rate violation for summary report' - o_surpRampRate_TP(dt) 'Surplus ramp rate violation for summary report' - o_surpBranchGroupConst_TP(dt) 'Surplus branch group constraint violation for summary report' - o_defBranchGroupConst_TP(dt) 'Deficit branch group constraint violation for summary report' - o_defMnodeConst_TP(dt) 'Deficit market node constraint violation for summary report' - o_surpMnodeConst_TP(dt) 'Surplus market node constraint violation for summary report' - o_defACnodeConst_TP(dt) 'Deficit AC node constraint violation for summary report' - o_surpACnodeConst_TP(dt) 'Surplus AC node constraint violation for summary report' - o_defT1MixedConst_TP(dt) 'Deficit Type1 mixed constraint violation for sumamry report' - o_surpT1MixedConst_TP(dt) 'Surplus Type1 mixed constraint violation for summary report' - o_defGenericConst_TP(dt) 'Deficit generic constraint violation for summary report' - o_surpGenericConst_TP(dt) 'Surplus generic constraint violation for summary report' - o_defResv_TP(dt) 'Deficit reserve violation for summary report' - o_totalViolation_TP(dt) 'Total violation for datawarehouse summary report' -* System level - o_numTradePeriods 'Output number of trade periods in summary' - o_systemOFV 'System objective function value' - o_systemGen 'Output system MWh generation' - o_systemLoad 'Output system MWh load' - o_systemLoss 'Output system MWh loss' - o_systemViolation 'Output system MWh violation' - o_systemFIR 'Output system FIR MWh reserve' - o_systemSIR 'Output system SIR MWh reserve' - o_systemEnergyRevenue 'Output offer energy revenue $' - o_systemReserveRevenue 'Output reserve revenue $' - o_systemLoadCost 'Output system load cost $' - o_systemLoadRevenue 'Output system load revenue $' - o_systemSurplus 'Output system surplus $' -* Offer level - o_offerGen(o) 'Output offer generation (MWh)' - o_offerFIR(o) 'Output offer FIR (MWh)' - o_offerSIR(o) 'Output offer SIR (MWh)' - o_offerGenRevenue(o) 'Output offer energy revenue ($)' - o_offerFIRrevenue(o) 'Output offer FIR revenue ($)' - o_offerSIRrevenue(o) 'Output offer SIR revenue ($)' -* Trader level - o_traderGen(trdr) 'Output trader generation (MWh)' - o_traderFIR(trdr) 'Output trader FIR (MWh)' - o_traderSIR(trdr) 'Output trader SIR (MWh)' - o_traderGenRevenue(trdr) 'Output trader energy revenue ($)' - o_traderFIRrevenue(trdr) 'Output trader FIR revenue ($)' - o_traderSIRrevenue(trdr) 'Output trader SIR revenue ($)' -* Factor to prorate the deficit and surplus at the nodal level - totalBusAllocation(dt,b) 'Total allocation of nodes to bus' - busNodeAllocationFactor(dt,b,n) 'Bus to node allocation factor' -* Introduce i_useBusNetworkModel to account for MSP change-over date. - i_useBusNetworkModel(tp) 'Indicates if the post-MSP bus network model is used in vSPD (1 = Yes)' -* Virtual reserve output - o_vrResMW_TP(dt,ild,resC) 'MW scheduled from virtual reserve resource' - o_FIRvrMW_TP(dt,ild) 'MW scheduled from virtual FIR resource' - o_SIRvrMW_TP(dt,ild) 'MW scheduled from virtual SIR resource' -* Scarcity pricing output - o_scarcityExists_TP(dt,ild) - o_cptPassed_TP(dt,ild) - o_avgPriorGWAP_TP(dt,ild) - o_islandGWAPbefore_TP(dt,ild) - o_islandGWAPafter_TP(dt,ild) - o_scarcityGWAPbefore_TP(dt,ild) - o_scarcityGWAPafter_TP(dt,ild) - o_scarcityScalingFactor_TP(dt,ild) - o_GWAPthreshold_TP(dt,ild) - o_GWAPfloor_TP(dt,ild) - o_GWAPceiling_TP(dt,ild) -* Audit - extra output declaration - o_lossSegmentBreakPoint(dt,br,los) 'Audit - loss segment MW' - o_lossSegmentFactor(dt,br,los) 'Audit - loss factor of each loss segment' - o_ACbusAngle(dt,b) 'Audit - bus voltage angle' - o_nonPhysicalLoss(dt,br) 'Audit - non physical loss' - o_ILRO_FIR_TP(dt,o) 'Audit - ILRO FIR offer cleared (MWh)' - o_ILRO_SIR_TP(dt,o) 'Audit - ILRO SIR offer cleared (MWh)' - o_ILbus_FIR_TP(dt,b) 'Audit - ILRO FIR cleared at bus (MWh)' - o_ILbus_SIR_TP(dt,b) 'Audit - ILRO SIR cleared at bus (MWh)' - o_PLRO_FIR_TP(dt,o) 'Audit - PLRO FIR offer cleared (MWh)' - o_PLRO_SIR_TP(dt,o) 'Audit - PLRO SIR offer cleared (MWh)' - o_TWRO_FIR_TP(dt,o) 'Audit - TWRO FIR offer cleared (MWh)' - o_TWRO_SIR_TP(dt,o) 'Audit - TWRO SIR offer cleared (MWh)' - o_generationRiskLevel(dt,ild,o,resC,riskC) 'Audit - generation risk' - o_generationRiskPrice(dt,ild,o,resC,riskC) 'Audit - generation risk shadow price' - o_HVDCriskLevel(dt,ild,resC,riskC) 'Audit - DCCE and DCECE risk' - o_HVDCriskPrice(dt,ild,resC,riskC) 'Audit - DCCE and DCECE risk shadow price' - o_manuRiskLevel(dt,ild,resC,riskC) 'Audit - manual risk' - o_manuRiskPrice(dt,ild,resC,riskC) 'Audit - manual risk shadow price' - o_genHVDCriskLevel(dt,ild,o,resC,riskC) 'Audit - generation + HVDC secondary risk' - o_genHVDCriskPrice(dt,ild,o,resC,riskC) 'Audit - generation + HVDC secondary risk shadow price' - o_manuHVDCriskLevel(dt,ild,resC,riskC) 'Audit - manual + HVDC secondary' - o_manuHVDCriskPrice(dt,ild,resC,riskC) 'Audit - manual + HVDC secondary shadow price' - o_generationRiskGroupLevel(dt,ild,rg,resC,riskC) 'Audit - generation group risk' - o_generationRiskGroupPrice(dt,ild,rg,resC,riskC) 'Audit - generation group risk shadow price' -* TN - output parameters added for NMIR project -------------------------------- - o_FirSent_TP(dt,ild) 'FIR export from an island for each trade period' - o_SirSent_TP(dt,ild) 'SIR export from an island for each trade period' - o_FirReceived_TP(dt,ild) 'FIR received at an island for each trade period' - o_SirReceived_TP(dt,ild) 'SIR received at an island for each trade period' - o_FirEffReport_TP(dt,ild) 'Effective FIR share for reporting to an island for each trade period' - o_SirEffReport_TP(dt,ild) 'Effective FIR share for reporting to an island for each trade period' - o_EffectiveRes_TP(dt,ild,resC,riskC) 'Effective reserve share to an island for each trade period' - o_FirEffective_TP(dt,ild,riskC) 'Effective FIR share to an island for each trade period' - o_SirEffective_TP(dt,ild,riskC) 'Effective FIR share to an island for each trade period' -* TN - output parameters added for NMIR project end ---------------------------- - ; - -Scalars - modelSolved 'Flag to indicate if the model solved successfully (1 = Yes)' / 0 / - LPmodelSolved 'Flag to indicate if the final LP model (when MIP fails) is solved successfully (1 = Yes)' / 0 / -* Flag to use the extended set of risk classes which include the GENRISK_ECE and Manual_ECE - useExtendedRiskClass 'Use the extended set of risk classes (1 = Yes)' / 0 / -* Scarcity pricing - scarcityExists 'Flag to indicate that a scarcity situation exists for at least 1 trading period in the solve' - exitLoop 'Flag to exit solve loop' / 0 / - ; - - - -*===================================================================================== -* 2. Load data from GDX file -*===================================================================================== - -* If input file does not exist then go to the next input file -$if not exist "%inputPath%\%vSPDinputData%.gdx" $goto nextInput - -* Load trading period to be solved -* If scarcity pricing situation exists --> load and solve all trading periods -$onmulti -$if %scarcityExists%==1 $gdxin "%inputPath%\%vSPDinputData%.gdx" -$if %scarcityExists%==0 $gdxin "vSPDPeriod.gdx" -$load i_tradePeriod i_dateTime -$gdxin - - -* Call the GDX routine and load the input data: -$gdxin "%inputPath%\%vSPDinputData%.gdx" -* Sets -$load i_offer i_trader i_bid i_node i_bus i_branch i_branchConstraint i_ACnodeConstraint i_MnodeConstraint -$load i_GenericConstraint i_type1MixedConstraint i_type2MixedConstraint -$load i_dateTimeTradePeriodMap i_tradePeriodOfferTrader i_tradePeriodOfferNode i_tradePeriodBidTrader i_tradePeriodBidNode i_tradePeriodNode -$load i_tradePeriodBusIsland i_tradePeriodBus i_tradePeriodNodeBus i_tradePeriodBranchDefn i_tradePeriodRiskGenerator -$load i_type1MixedConstraintReserveMap i_tradePeriodType1MixedConstraint i_tradePeriodType2MixedConstraint i_type1MixedConstraintBranchCondition -$load i_tradePeriodGenericConstraint -* Parameters -$load i_day i_month i_year i_tradingPeriodLength i_AClineUnit i_branchReceivingEndLossProportion -$load i_studyTradePeriod i_CVPvalues i_tradePeriodOfferParameter i_tradePeriodEnergyOffer i_tradePeriodSustainedPLSRoffer i_tradePeriodFastPLSRoffer -$load i_tradePeriodSustainedTWDRoffer i_tradePeriodFastTWDRoffer i_tradePeriodSustainedILRoffer i_tradePeriodFastILRoffer i_tradePeriodNodeDemand -$load i_tradePeriodEnergyBid i_tradePeriodSustainedILRbid i_tradePeriodFastILRbid i_tradePeriodHVDCnode i_tradePeriodReferenceNode i_tradePeriodHVDCBranch -$load i_tradePeriodBranchParameter i_tradePeriodBranchCapacity i_tradePeriodBranchOpenStatus i_noLossBranch i_AClossBranch i_HVDClossBranch -$load i_tradePeriodNodeBusAllocationFactor i_tradePeriodBusElectricalIsland i_tradePeriodRiskParameter i_tradePeriodManualRisk i_tradePeriodBranchConstraintFactors -$load i_tradePeriodBranchConstraintRHS i_tradePeriodACnodeConstraintFactors i_tradePeriodACnodeConstraintRHS i_tradePeriodMnodeEnergyOfferConstraintFactors -$load i_tradePeriodMnodeReserveOfferConstraintFactors i_tradePeriodMnodeEnergyBidConstraintFactors i_tradePeriodMnodeILReserveBidConstraintFactors -$load i_tradePeriodMnodeConstraintRHS i_type1MixedConstraintVarWeight i_type1MixedConstraintGenWeight i_type1MixedConstraintResWeight -$load i_type1MixedConstraintHVDClineWeight i_tradePeriodType1MixedConstraintRHSParameters i_type2MixedConstraintLHSParameters i_tradePeriodType2MixedConstraintRHSParameters -$load i_tradePeriodGenericEnergyOfferConstraintFactors i_tradePeriodGenericReserveOfferConstraintFactors i_tradePeriodGenericEnergyBidConstraintFactors -$load i_tradePeriodGenericILReserveBidConstraintFactors i_tradePeriodGenericBranchConstraintFactors i_tradePeriodGenericConstraintRHS -$gdxin - -* New risk group sets -$if %riskGroup%==1 $gdxin "%inputPath%\%vSPDinputData%.gdx" -$if %riskGroup%==0 $gdxin "vSPDPeriod.gdx" -$load i_riskGroup -$load riskGroupOffer = i_tradePeriodRiskGroup -$gdxin - - -*===================================================================================== -* 3. Manage model and data compatability -*===================================================================================== - -* This section manages the changes to model flags to ensure backward compatibility -* given changes in the SPD model formulation over time: -* - some data loading from GDX file is conditioned on inclusion date of symbol in question -* - data symbols below are loaded at execution time whereas the main load above is at compile time. - -* Gregorian date of when symbols have been included into the GDX files and therefore conditionally loaded -Scalars inputGDXGDate 'Gregorian date of input GDX file' ; - -* Calculate the Gregorian date of the input data -inputGDXGDate = jdate(i_year,i_month,i_day) ; - -* Introduce i_useBusNetworkModel to account for MSP change-over date when for -* half of the day the old market node model and the other half the bus network -* model was used. The old model does not have the i_tradePeriodBusElectrical -* island paramter specified since it uses the market node network model. -* This flag is introduced to allow the i_tradePeriodBusElectricalIsland parameter -* to be used in the post-MSP solves to indentify 'dead' electrical buses. -* MSP change over from mid-day on 21 Jul 2009 -i_useBusNetworkModel(tp) = 1 $ { ( inputGDXGDate >= jdate(2009,7,21) ) and - sum[ b, i_tradePeriodBusElectricalIsland(tp,b) ] - } ; - -* Switch off the mixed constraint based risk offset calculation after 17 October 2011 -useMixedConstraintRiskOffset = 1 $ { inputGDXGDate < jdate(2011,10,17) } ; - -* Switch off mixed constraint formulation if no data coming through -* or mixed constraint is suppressed manually in vSPDsetting.inc -useMixedConstraint(tp) - = 1 $ { sum[t1MixCstr$i_tradePeriodType1MixedConstraint(tp,t1MixCstr), 1] - and (suppressMixedConstraint = 0) } ; - -put_utility temp 'gdxin' / '%inputPath%\%vSPDinputData%.gdx' ; - -* Primary secondary offer in use from 01 May 2012' -if(inputGDXGDate >= jdate(2012,05,01), - execute_load i_tradePeriodPrimarySecondaryOffer ; -else - i_tradePeriodPrimarySecondaryOffer(tp,o,o1) = no ; -) ; - -* Change to demand bid on 28 Jun 2012 -useDSBFDemandBidModel = 1 $ { inputGDXGDate >= jdate(2012,6,28) } ; - -* Manual ECE risk parameters in use from 20 Sep 2012 -if(inputGDXGDate >= jdate(2012,9,20), - execute_load i_tradePeriodManualRisk_ECE ; -else - i_tradePeriodManualRisk_ECE(tp,ild,resC) = 0 ; -) ; - -* HVDC secondary risk parameters in use from 20 Sep 2012 -if(inputGDXGDate >= jdate(2012,9,20), - execute_load i_tradePeriodHVDCsecRiskEnabled - i_tradePeriodHVDCsecRiskSubtractor ; -else - i_tradePeriodHVDCsecRiskEnabled(tp,ild,riskC) = 0 ; - i_tradePeriodHVDCsecRiskSubtractor(tp,ild) = 0 ; -) ; - -* Do not use the extended risk class if no data coming through -useExtendedRiskClass - = 1 $ { sum[ (tp,ild,resC,riskC,riskPar) $ (ord(riskC) > 4) - , i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) ] }; - -* HVDC round power mode in use from 20 Sep 2012 -if(inputGDXGDate >= jdate(2012,9,20), - execute_load i_tradePeriodAllowHVDCroundpower ; -else - i_tradePeriodAllowHVDCroundpower(tp) = 0 ; -) ; - -* Additional mixed constraint parameters exist from 24 Feb 2013 - -if(inputGDXGDate >= jdate(2013,2,24), - execute_load i_type1MixedConstraintAClineWeight - i_type1MixedConstraintAClineLossWeight - i_type1MixedConstraintAClineFixedLossWeight - i_type1MixedConstraintHVDClineLossWeight - i_type1MixedConstraintHVDClineFixedLossWeight - i_type1MixedConstraintPurWeight ; -else - i_type1MixedConstraintAClineWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintHVDClineLossWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintHVDClineFixedLossWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintPurWeight(t1MixCstr,bd) = 0 ; -) ; - -* Reserve class generation parameter in use from 24 Feb 2013 -if(inputGDXGDate >= jdate(2013,2,24), - execute_load i_tradePeriodReserveClassGenerationMaximum ; -else - i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) = 0 ; -) ; - -* Primary secondary risk model in use from 24 Feb 2013 -usePrimSecGenRiskModel = 1 $ { inputGDXGDate >= jdate(2013,2,24) } ; - -* Dispatchable Demand effective date 20 May 2014 -if(inputGDXGDate >= jdate(2014,5,20), - execute_load i_tradePeriodDispatchableBid; -else - i_tradePeriodDispatchableBid(tp,bd) = Yes $ useDSBFDemandBidModel ; -) ; -* MODD modification end - -* Scarcity pricing scheme for reserve available from 27 May 2014 -if(inputGDXGDate >= jdate(2014,5,27), - execute_load i_tradePeriodVROfferMax, i_tradePeriodVROfferPrice ; -else - i_tradePeriodVROfferMax(tp,ild,resC) = 0 ; - i_tradePeriodVROfferPrice(tp,ild,resC) = 0 ; -) ; - - -* National market for IR effective date 20 Oct 2016 -if (inputGDXGDate >= jdate(2016,10,20), - execute_load - reserveRoundPower = i_tradePeriodReserveRoundPower - reserveShareEnabled = i_tradePeriodReserveSharing - modulationRiskClass = i_tradePeriodModulationRisk - roundPower2MonoLevel = i_tradePeriodRoundPower2Mono - bipole2MonoLevel = i_tradePeriodBipole2Mono - monopoleMinimum = i_tradePeriodReserveSharingPoleMin - HVDCControlBand = i_tradePeriodHVDCcontrolBand - HVDClossScalingFactor = i_tradePeriodHVDClossScalingFactor - sharedNFRfactor = i_tradePeriodSharedNFRfactor - sharedNFRLoadOffset = i_tradePeriodSharedNFRLoadOffset - effectiveFactor = i_tradePeriodReserveEffectiveFactor - RMTreserveLimitTo = i_tradePeriodRMTreserveLimit - rampingConstraint = i_tradePeriodRampingConstraint - ; -else - reserveRoundPower(tp,resC) = 0 ; - reserveShareEnabled(tp,resC) = 0 ; - modulationRiskClass(tp,riskC) = 0 ; - roundPower2MonoLevel(tp) = 0 ; - bipole2MonoLevel(tp) = 0 ; - MonopoleMinimum(tp) = 0 ; - HVDCControlBand(tp,fd) = 0 ; - HVDClossScalingFactor(tp) = 0 ; - sharedNFRfactor(tp) = 0 ; - sharedNFRloadOffset(tp,ild) = 0 ; - effectiveFactor(tp,ild,resC,riskC) = 0 ; - RMTreserveLimitTo(tp,ild,resC) = 0 ; - rampingConstraint(tp,brCstr) = no ; -) ; - -UseShareReserve = 1 $ sum[ (tp,resC), reserveShareEnabled(tp,resC)] ; - -* Branch Reverse Ratings planned to go-live on 03/Feb/2021 (this will be flagged in GDX using i_tradePeriodReverseRatingsApplied) -* From 11 Dec 2020, GDX file will have i_tradePeriodBranchCapacityDirected and i_tradePeriodReverseRatingsApplied symbols -if (inputGDXGDate >= jdate(2020,12,11), - execute_load i_tradePeriodBranchCapacityDirected; - execute_load reverseRatingsApplied = i_tradePeriodReverseRatingsApplied; - - i_tradePeriodBranchCapacityDirected(tp,br,'backward') $ (reverseRatingsApplied(tp)=0) - = i_tradePeriodBranchCapacityDirected(tp,br,'forward'); - -else - i_tradePeriodBranchCapacityDirected(tp,br,fd) - = i_tradePeriodBranchCapacity(tp,br) ; -) ; - - -* Real Time Pricing phase 2 planned to go live on 22 March 2022 -* From 24 March 2022, GDX file will have following symbols -if (inputGDXGDate >= jdate(2022,3,22), - execute_load - studyMode = i_studyMode - useGenInitialMW = i_useGenInitialMW - runEnrgShortfallTransfer = i_runEnrgShortfallTransfer - runPriceTransfer = i_runPriceTransfer - InputInitialLoad = i_tradePeriodInputInitialLoad - LoadIsOverride = i_tradePeriodLoadIsOverride - LoadIsBad = i_tradePeriodLoadIsBad - LoadIsNCL = i_tradePeriodLoadIsNCL - ConformingFactor = i_tradePeriodConformingFactor - NonConformingLoad = i_tradePeriodNonConformingLoad - MaxLoad = i_tradePeriodMaxLoad - - useActualLoad = i_useActualLoad - dontScaleNegativeLoad = i_dontScaleNegativeLoad - - islandMWIPS = i_tradePeriodIslandMWIPS - islandPDS = i_tradePeriodIslandPDS - islandLosses = i_tradePeriodIslandLosses - - energyScarcityEnabled = i_energyScarcityEnabled - reserveScarcityEnabled = i_reserveScarcityEnabled - scarcityEnrgNationalFactor = i_tradePeriodScarcityEnrgNationalFactor - scarcityEnrgNationalPrice = i_tradePeriodScarcityEnrgNationalPrice - scarcityEnrgNodeFactor = i_tradePeriodScarcityEnrgNodeFactor - scarcityEnrgNodeFactorPrice = i_tradePeriodScarcityEnrgNodeFactorPrice - scarcityEnrgNodeLimit = i_tradePeriodScarcityEnrgNodeLimit - scarcityEnrgNodeLimitPrice = i_tradePeriodScarcityEnrgNodeLimitPrice - scarcityResrvIslandLimit = i_tradePeriodScarcityResrvIslandLimit - scarcityResrvIslandPrice = i_tradePeriodScarcityResrvIslandPrice - ; - -else - studyMode = 111 ; - useGenInitialMW = 0; - runEnrgShortfallTransfer = 0; - runPriceTransfer = 0; - InputInitialLoad(tp,n) = 0; - LoadIsOverride(tp,n) = 0; - LoadIsBad(tp,n) = 0; - LoadIsNCL(tp,n) = 0; - ConformingFactor(tp,n) = 0; - NonConformingLoad(tp,n) = 0; - MaxLoad(tp,n) = 10000; - - useActualLoad(tp) = 1; - dontScaleNegativeLoad(tp) = 1; - - islandMWIPS(tp,ild) = 0 ; - islandPDS(tp,ild) = 0 ; - islandLosses(tp,ild) = 0 ; - - energyScarcityEnabled(tp) = 0 ; - reserveScarcityEnabled(tp) = 0 ; - scarcityEnrgNationalFactor(tp,trdBlk) = 0 ; - scarcityEnrgNationalPrice(tp,trdBlk) = 0 ; - scarcityEnrgNodeFactor(tp,n,trdBlk) = 0 ; - scarcityEnrgNodeFactorPrice(tp,n,trdBlk) = 0 ; - scarcityEnrgNodeLimit(tp,n,trdBlk) = 0 ; - scarcityEnrgNodeLimitPrice(tp,n,trdBlk) = 0 ; - scarcityResrvIslandLimit(tp,ild,resC,trdBlk) = 0 ; - scarcityResrvIslandPrice(tp,ild,resC,trdBlk) = 0 ; -) ; - - - -*===================================================================================== -* 4. Input data overrides - declare and apply (include vSPDoverrides.gms) -*===================================================================================== - -$ontext - - At this point, vSPDoverrides.gms is included into vSPDsolve.gms if an override - file defined by the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. - - All override data symbols have the characters 'Ovrd' appended to the original - symbol name. After declaring the override symbols, the override data is - installed and the original symbols are overwritten. - - Note that the Excel interface permits a limited number of input data symbols - to be overridden. The EMI interface will create a GDX file of override values - for all data inputs to be overridden. If operating in standalone mode, - overrides can be installed by any means the user prefers - GDX file, $include - file, hard-coding, etc. But it probably makes sense to mimic the GDX file as - used by EMI. -$offtext - -$if exist "%ovrdPath%%vSPDinputOvrdData%.gdx" $include vSPDoverrides.gms - - -*===================================================================================== -* 5. Initialise constraint violation penalties (CVPs) -*===================================================================================== - -Scalar CVPchangeGDate 'Gregorian date of CE and ECE CVP change' ; -* Calculate the Gregorian date of the CE and ECE change -* Based on CAN from www.systemoperator.co.nz this was on 24th June 2010 -CVPchangeGDate = jdate(2010,06,24) ; - -* Set the flag for the application of the different CVPs for CE and ECE -* If the user selects No (0), this default value of the diffCeECeCVP flag will be used. -diffCeECeCVP = 0 ; -* If the user selects Auto (-1), set the diffCeECeCVP flag if the input date is greater than or equal to this date -diffCeECeCVP $ { (inputGDXGDate >= CVPchangeGDate) and (%VarResv% = -1) } = 1 ; -* If the user selects Yes (1), set the diffCeECeCVP flag -diffCeECeCVP $ (%VarResv% = 1) = 1 ; - -deficitBusGenerationPenalty = sum(i_CVP$(ord(i_CVP) = 1), i_CVPvalues(i_CVP)) ; -surplusBusGenerationPenalty = sum(i_CVP$(ord(i_CVP) = 2), i_CVPvalues(i_CVP)) ; -deficitReservePenalty(resC) $ (ord(resC) = 1) = sum(i_CVP$(ord(i_CVP) = 3), i_CVPvalues(i_CVP)) ; -deficitReservePenalty(resC) $ (ord(resC) = 2) = sum(i_CVP$(ord(i_CVP) = 4), i_CVPvalues(i_CVP)) ; -deficitBrCstrPenalty = sum(i_CVP$(ord(i_CVP) = 5), i_CVPvalues(i_CVP)) ; -surplusBrCstrPenalty = sum(i_CVP$(ord(i_CVP) = 6), i_CVPvalues(i_CVP)) ; -deficitGnrcCstrPenalty = sum(i_CVP$(ord(i_CVP) = 7), i_CVPvalues(i_CVP)) ; -surplusGnrcCstrPenalty = sum(i_CVP$(ord(i_CVP) = 8), i_CVPvalues(i_CVP)) ; -deficitRampRatePenalty = sum(i_CVP$(ord(i_CVP) = 9), i_CVPvalues(i_CVP)) ; -surplusRampRatePenalty = sum(i_CVP$(ord(i_CVP) = 10), i_CVPvalues(i_CVP)) ; -deficitACnodeCstrPenalty = sum(i_CVP$(ord(i_CVP) = 11), i_CVPvalues(i_CVP)) ; -surplusACnodeCstrPenalty = sum(i_CVP$(ord(i_CVP) = 12), i_CVPvalues(i_CVP)) ; -deficitBranchFlowPenalty = sum(i_CVP$(ord(i_CVP) = 13), i_CVPvalues(i_CVP)) ; -surplusBranchFlowPenalty = sum(i_CVP$(ord(i_CVP) = 14), i_CVPvalues(i_CVP)) ; -deficitMnodeCstrPenalty = sum(i_CVP$(ord(i_CVP) = 15), i_CVPvalues(i_CVP)) ; -surplusMnodeCstrPenalty = sum(i_CVP$(ord(i_CVP) = 16), i_CVPvalues(i_CVP)) ; -deficitT1MixCstrPenalty = sum(i_CVP$(ord(i_CVP) = 17), i_CVPvalues(i_CVP)) ; -surplusT1MixCstrPenalty = sum(i_CVP$(ord(i_CVP) = 18), i_CVPvalues(i_CVP)) ; -* Different CVPs defined for CE and ECE -deficitReservePenalty_CE(resC) $ (ord(resC) = 1) = sum(i_CVP$(ord(i_CVP) = 3), i_CVPvalues(i_CVP)) ; -deficitReservePenalty_CE(resC) $ (ord(resC) = 2) = sum(i_CVP$(ord(i_CVP) = 4), i_CVPvalues(i_CVP)) ; -deficitReservePenalty_ECE(resC)$ (ord(resC) = 1) = sum(i_CVP$(ord(i_CVP) = 19), i_CVPvalues(i_CVP)) ; -deficitReservePenalty_ECE(resC)$ (ord(resC) = 2) = sum(i_CVP$(ord(i_CVP) = 20), i_CVPvalues(i_CVP)) ; - -*===================================================================================== -* 6. Initialise model mapping and inputs -*===================================================================================== - -* Pre-dispatch schedule is solved sequentially -sequentialSolve - $ ( sum[ (tp,o,offerPar) $ {(ord(tp) = 2) and (ord(offerPar) = 1)} - , i_tradePeriodOfferParameter(tp,o,offerPar) ] = 0 - ) = 1 ; - -sequentialSolve $ UseShareReserve = 1; - -* Initialise bus, node, offer, bid for the current trade period start -bus(tp,b) $ i_tradePeriodBus(tp,b) = yes ; -node(tp,n) $ i_tradePeriodNode(tp,n) = yes ; - -* Initialise network sets for the current trade period start -nodeBus(node,b) $ i_tradePeriodNodeBus(node,b) = yes ; -HVDCnode(node) $ i_tradePeriodHVDCnode(node) = yes ; -ACnode(node) $ ( not HVDCnode(node)) = yes ; -referenceNode(node) $ i_tradePeriodReferenceNode(node) = yes ; -DCbus(tp,b) $ sum[ nodeBus(HVDCnode(tp,n),b), 1 ] = yes ; -ACbus(tp,b) $ ( not DCbus(tp,b) ) = yes ; - -* Bus live island status -busElectricalIsland(bus) = i_tradePeriodBusElectricalIsland(bus) ; - -* Offer initialisation - offer must be mapped to a node that is mapped to a -* bus that is not in electrical island = 0 if i_useBusNetworkModel flag is 1 -offer(tp,o) $ sum[ (n,b) $ { i_tradePeriodOfferNode(tp,o,n) and - nodeBus(tp,n,b) and - ( (not i_useBusNetworkModel(tp)) or - busElectricalIsland(tp,b)) - }, 1 ] = yes ; - -* IL offer mapped to a node that is mapped to a bus always valid -* (updated on 23 July 2015 based on an email from SO Bennet Tucker on 21 July 2015)) -offer(tp,o) - $ sum[ (n,b) - $ { i_tradePeriodOfferNode(tp,o,n) and nodeBus(tp,n,b) - and sum[ (trdBlk,ILofrCmpnt) - , i_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - + i_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) ] - }, 1 ] = yes ; - -* Bid initialisation - bid must be mapped to a node that is mapped to a bus -* bus that is not in electrical island = 0 if i_useBusNetworkModel flag is 1 -bid(tp,bd) $ sum[ (n,b) $ { i_tradePeriodBidNode(tp,bd,n) and - nodeBus(tp,n,b) and - ( (not i_useBusNetworkModel(tp)) or - busElectricalIsland(tp,b) ) - }, 1 ] = yes ; - -* Initialise Risk/Reserve data for the current trading period -RiskGenerator(offer) $ i_tradePeriodRiskGenerator(offer) = yes ; - -* Mapping bus, node, offer, bid and island start for the current trade period -offerNode(offer,n) $ i_tradePeriodOfferNode(offer,n) = yes ; -bidNode(bid,n) $ i_tradePeriodBidNode(bid,n) = yes ; -busIsland(bus,ild) $ i_tradePeriodBusIsland(bus,ild) = yes ; -nodeIsland(tp,n,ild) $ sum[ b $ { bus(tp,b) and node(tp,n) - and nodeBus(tp,n,b) - and busIsland(tp,b,ild) }, 1 ] = yes ; -offerIsland(offer(tp,o),ild) - $ sum[ n $ { offerNode(tp,o,n) and nodeIsland(tp,n,ild) }, 1 ] = yes ; -bidIsland(bid(tp,bd),ild) - $ sum[ n $ { bidNode(tp,bd,n) and nodeIsland(tp,n,ild) }, 1 ] = yes ; - -IslandRiskGenerator(tp,ild,o) - $ { offerIsland(tp,o,ild) and RiskGenerator(tp,o) } = yes ; - -* Set the primary-secondary offer combinations -primarySecondaryOffer(offer,o1) = i_tradePeriodPrimarySecondaryOffer(offer,o1) ; - -* Identification of primary and secondary units -hasSecondaryOffer(tp,o) = 1 $ sum[ o1 $ primarySecondaryOffer(tp,o,o1), 1 ] ; -hasPrimaryOffer(tp,o) = 1 $ sum[ o1 $ primarySecondaryOffer(tp,o1,o), 1 ]; - -* Initialise offer parameters for the current trade period start -generationStart(offer(tp,o)) - = sum[ offerPar $ ( ord(offerPar) = 1 ) - , i_tradePeriodOfferParameter(tp,o,offerPar) - + sum[ o1 $ primarySecondaryOffer(tp,o,o1) - ,i_tradePeriodOfferParameter(tp,o1,offerPar) ] - ]; -$onend -If useGenInitialMW = 1 then - generationStart(tp,o) $ (ord(tp) > 1) = 0; -Endif; -$offend - -rampRateUp(offer) - = sum[ offerPar $ ( ord(offerPar) = 2 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; -rampRateDown(offer) - = sum[ offerPar $ ( ord(offerPar) = 3 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; -reserveGenerationMaximum(offer) - = sum[ offerPar $ ( ord(offerPar) = 4 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; -windOffer(offer) - = sum[ offerPar $ ( ord(offerPar) = 5 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; -FKband(offer) - = sum[ offerPar $ ( ord(offerPar) = 6 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; - -priceResponsive(offer) - = sum[ offerPar $ ( ord(offerPar) = 7 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; - -potentialMW(offer) - = sum[ offerPar $ ( ord(offerPar) = 8 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; - - -* Initialise energy offer data for the current trade period start -generationOfferMW(offer,trdBlk) - = sum[ NRGofrCmpnt $ ( ord(NRGofrCmpnt) = 1 ) - , i_tradePeriodEnergyOffer(offer,trdBlk,NRGofrCmpnt) ] ; -generationOfferPrice(offer,trdBlk) - = sum[ NRGofrCmpnt $ ( ord(NRGofrCmpnt) = 2 ) - , i_tradePeriodEnergyOffer(offer,trdBlk,NRGofrCmpnt) ] ; - -* Valid generation offer blocks are defined as those with a positive block limit -validGenerationOfferBlock(offer,trdBlk) - $ ( generationOfferMW(offer,trdBlk) > 0 ) = yes ; - -* Define set of positive energy offers -positiveEnergyOffer(offer) - $ sum[ trdBlk $ validGenerationOfferBlock(offer,trdBlk), 1 ] = yes ; - -* Initialise reserve offer data for the current trade period start -PLSRReserveType(resT) $ (ord(resT) = 1) = yes ; -TWDRReserveType(resT) $ (ord(resT) = 2) = yes ; -ILReserveType(resT) $ (ord(resT) = 3) = yes ; - -reserveOfferProportion(offer,trdBlk,resC) - $ ( ord(resC) = 1 ) - = sum[ PLSofrCmpnt $ ( ord(PLSofrCmpnt) = 1 ) - , i_tradePeriodFastPLSRoffer(offer,trdBlk,PLSofrCmpnt) / 100 ] ; - -reserveOfferProportion(offer,trdBlk,resC) - $ ( ord(resC) = 2 ) - = sum[ PLSofrCmpnt $ ( ord(PLSofrCmpnt) = 1 ) - , i_tradePeriodSustainedPLSRoffer(offer,trdBlk,PLSofrCmpnt) / 100 ] ; - -reserveOfferMaximum(offer(tp,o),trdBlk,resC,PLSRReserveType) - = sum[ PLSofrCmpnt $ ( ord(PLSofrCmpnt) = 2 ) - , i_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt)$(ord(resC)=2) ]; - -reserveOfferMaximum(offer(tp,o),trdBlk,resC,TWDRReserveType) - = sum[ TWDofrCmpnt $ ( ord(TWDofrCmpnt) = 1 ) - , i_tradePeriodFastTWDRoffer(offer,trdBlk,TWDofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedTWDRoffer(offer,trdBlk,TWDofrCmpnt)$(ord(resC)=2) ]; - -reserveOfferMaximum(offer,trdBlk,resC,ILReserveType) - = sum[ ILofrCmpnt $ ( ord(ILofrCmpnt) = 1 ) - , i_tradePeriodFastILRoffer(offer,trdBlk,ILofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedILRoffer(offer,trdBlk,ILofrCmpnt)$(ord(resC)=2) ]; - -reserveOfferPrice(offer,trdBlk,resC,PLSRReserveType) - = sum[ PLSofrCmpnt $ ( ord(PLSofrCmpnt) = 3 ) - , i_tradePeriodFastPLSRoffer(offer,trdBlk,PLSofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedPLSRoffer(offer,trdBlk,PLSofrCmpnt)$(ord(resC)=2) ]; - - -reserveOfferPrice(offer,trdBlk,resC,TWDRReserveType) - = sum[ TWDofrCmpnt $ ( ord(TWDofrCmpnt) = 2 ) - , i_tradePeriodFastTWDRoffer(offer,trdBlk,TWDofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedTWDRoffer(offer,trdBlk,TWDofrCmpnt)$(ord(resC)=2) ]; - -reserveOfferPrice(offer,trdBlk,resC,ILReserveType) - = sum[ ILofrCmpnt $ ( ord(ILofrCmpnt) = 2 ) - , i_tradePeriodFastILRoffer(offer,trdBlk,ILofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedILRoffer(offer,trdBlk,ILofrCmpnt)$(ord(resC)=2) ] ; - -* Only reserve offer block with a positive block limit is valid -validReserveOfferBlock(offer,trdBlk,resC,resT) - $ (reserveOfferMaximum(offer,trdBlk,resC,resT) > 0) = yes ; - -* Bid energy data -purchaseBidMW(bid,trdBlk) $ i_tradePeriodDispatchableBid(bid) - = sum[ NRGbidCmpnt $ ( ord(NRGbidCmpnt) = 1 ) - , i_tradePeriodEnergyBid(bid,trdBlk,NRGbidCmpnt) ] ; - -purchaseBidPrice(bid,trdBlk) $ i_tradePeriodDispatchableBid(bid) - = sum[ NRGbidCmpnt $ ( ord(NRGbidCmpnt) = 2 ) - , i_tradePeriodEnergyBid(bid,trdBlk,NRGbidCmpnt) ] ; - -validPurchaseBidBlock(bid,trdBlk) - $ { ( purchaseBidMW(bid,trdBlk) > 0 ) or - ( useDSBFDemandBidModel * purchaseBidMW(bid,trdBlk) <> 0) } = yes ; - -* Bid IL data -purchaseBidILRMW(bid,trdBlk,resC) $ i_tradePeriodDispatchableBid(bid) - = sum[ ILbidCmpnt $ ( ord(ILbidCmpnt ) = 1) - , i_tradePeriodFastILRbid(bid,trdBlk,ILbidCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedILRbid(bid,trdBlk,ILbidCmpnt)$(ord(resC)=2) ] ; - -purchaseBidILRPrice(bid,trdBlk,resC) $ i_tradePeriodDispatchableBid(bid) - = sum[ ILbidCmpnt $ ( ord(ILbidCmpnt) = 2 ) - , i_tradePeriodFastILRbid(bid,trdBlk,ILbidCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedILRbid(bid,trdBlk,ILbidCmpnt)$(ord(resC)=2) ] ; - -validPurchaseBidILRBlock(bid,trdBlk,resC) - $ ( purchaseBidILRMW(bid,trdBlk,resC) > 0 ) = yes ; - - -* Initialise demand/bid data for the current trade period start -nodeDemand(node) = i_tradePeriodNodeDemand(node) ; - -* If a bid is valid --> ignore the demand at the node connected to the bid -* (PA suggested during v1.4 Audit) -nodeDemand(node(tp,n)) - $ { useDSBFDemandBidModel and - Sum[ bd $ { bidNode(tp,bd,n) and i_tradePeriodDispatchableBid(tp,bd) } - , 1 ] - } = 0; - -* Real Time Pricing - First RTD load calculation -$onend -if studyMode = 101 then - -* Calculate first target total load [3.8.5.5] -* Island-level MW load forecast. For the fist loop: -* replace LoadCalcLosses(tp,ild) = islandLosses(tp,ild); - TargetTotalLoad(tp,ild) = islandMWIPS(tp,ild) + islandPDS(tp,ild) - islandLosses(tp,ild); - -* Flag if estimate load is scalable [3.8.5.7] -* Binary value. If True then ConformingFactor load MW will be scaled in order to -* calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be -* assigned directly to EstimatedInitialLoad - EstLoadIsScalable(tp,n) = 1 $ { (LoadIsNCL(tp,n) = 0) - and (ConformingFactor(tp,n) > 0) } ; - -* Calculate estimate non-scalable load [3.8.5.8] -* For a non-conforming Pnode this will be the NonConformingLoad MW input, for a -* conforming Pnode this will be the ConformingFactor MW input if that value is -* negative, otherwise it will be zero - EstNonScalableLoad(tp,n) $ ( LoadIsNCL(tp,n) = 1 ) = NonConformingLoad(tp,n); - EstNonScalableLoad(tp,n) $ ( LoadIsNCL(tp,n) = 0 ) = ConformingFactor(tp,n); - EstNonScalableLoad(tp,n) $ ( EstLoadIsScalable(tp,n) = 1 ) = 0; - -* Calculate estimate scalable load [3.8.5.10] -* For a non-conforming Pnode this value will be zero. For a conforming Pnode -* this value will be the ConformingFactor if it is non-negative, otherwise this -* value will be zero' - EstScalableLoad(tp,n) $ ( EstLoadIsScalable(tp,n) = 1 ) = ConformingFactor(tp,n); - - -* Calculate Scaling applied to ConformingFactor load MW [3.8.5.9] -* in order to calculate EstimatedInitialLoad - EstScalingFactor(tp,ild) - = (islandMWIPS(tp,ild) - islandLosses(tp,ild) - - Sum[ n $ nodeIsland(tp,n,ild), EstNonScalableLoad(tp,n) ] - ) / Sum[ n $ nodeIsland(tp,n,ild), EstScalableLoad(tp,n) ] - - ; - -* Calculate estimate initial load [3.8.5.6] -* Calculated estimate of initial MW load, available to be used as an -* alternative to InputInitialLoad - EstimatedInitialLoad(tp,n) $ ( EstLoadIsScalable(tp,n) = 1 ) - = ConformingFactor(tp,n) * Sum[ ild $ nodeisland(tp,n,ild) - , EstScalingFactor(tp,ild)] ; -* TN- There is a bug in this equarion - EstimatedInitialLoad(tp,n) $ ( EstLoadIsScalable(tp,n) = 0 ) -* = NonConformingLoad(tp,n); - = EstNonScalableLoad(tp,n); - -* Calculate initial load [3.8.5.2] -* Value that represents the Pnode load MW at the start of the solution -* interval. Depending on the inputs this value will be either actual load, -* an operator applied override or an estimated initial load - InitialLoad(tp,n) = InputInitialLoad(tp,n); - InitialLoad(tp,n) $ { (LoadIsOverride(tp,n) = 0) - and ( (useActualLoad(tp) = 0) or (LoadIsBad(tp,n) = 1) ) - } = EstimatedInitialLoad(tp,n) ; - -* Flag if load is scalable [3.8.5.4] -* Binary value. If True then the Pnode InitialLoad will be scaled in order to -* calculate nodedemand, if False then Pnode InitialLoad will be directly -* assigned to nodedemand - LoadIsScalable(tp,n) = 1 $ { (LoadIsNCL(tp,n) = 0) - and (LoadIsOverride(tp,n) = 0) - and (InitialLoad(tp,n) >= 0) } ; - -* Calculate Island-level scaling factor [3.8.5.3] -* --> applied to InitialLoad in order to calculate nodedemand - LoadScalingFactor(tp,ild) - = ( TargetTotalLoad(tp,ild) - - Sum[ n $ { nodeIsland(tp,n,ild) - and (LoadIsScalable(tp,n) = 0) }, InitialLoad(tp,n) ] - ) / Sum[ n $ { nodeIsland(tp,n,ild) - and (LoadIsScalable(tp,n) = 1) }, InitialLoad(tp,n) ] - ; - -* Calculate nodedemand [3.8.5.1] - nodedemand(tp,n) $ LoadIsScalable(tp,n) - = InitialLoad(tp,n) * sum[ ild $ nodeisland(tp,n,ild) - , LoadScalingFactor(tp,ild) ]; - - nodedemand(tp,n) $ (LoadIsScalable(tp,n) = 0) = InitialLoad(tp,n); - -Endif; -$offend - - - - - -* Branch is defined if there is a defined terminal bus, it has a non-zero -* capacity and is closed for that trade period -* Update the pre-processing code that removes branches which have a limit of zero -* so that it removes a branch if either direction has a limit of zero. -branch(tp,br) $ { (not i_tradePeriodBranchOpenStatus(tp,br)) and - (not i_tradePeriodHVDCBranch(tp,br)) and - sum[ fd $ (ord(fd)=1), i_tradePeriodBranchCapacityDirected(tp,br,fd)] and - sum[ fd $ (ord(fd)=2), i_tradePeriodBranchCapacityDirected(tp,br,fd)] and - sum[ (b,b1) $ { bus(tp,b) and bus(tp,b1) and - i_tradePeriodBranchDefn(tp,br,b,b1) }, 1 ] - } = yes ; - -branch(tp,br) $ { (not i_tradePeriodBranchOpenStatus(tp,br)) and - (i_tradePeriodHVDCBranch(tp,br)) and - sum[ fd, i_tradePeriodBranchCapacityDirected(tp,br,fd)] and - sum[ (b,b1) $ { bus(tp,b) and bus(tp,b1) and - i_tradePeriodBranchDefn(tp,br,b,b1) }, 1 ] - } = yes ; - - -branchBusDefn(branch,b,b1) $ i_tradePeriodBranchDefn(branch,b,b1) = yes ; -branchBusConnect(branch,b) $ sum[b1 $ branchBusDefn(branch,b,b1), 1] = yes ; -branchBusConnect(branch,b) $ sum[b1 $ branchBusDefn(branch,b1,b), 1] = yes ; - -* HVDC link and AC branch definition -HVDClink(branch) $ i_tradePeriodHVDCBranch(branch) = yes ; -HVDCpoles(branch) $ ( i_tradePeriodHVDCBranch(branch) = 1 ) = yes ; -HVDChalfPoles(branch) $ ( i_tradePeriodHVDCBranch(branch) = 2 ) = yes ; -ACbranch(branch) $ ( not HVDClink(branch) ) = yes ; - -* Determine sending and receiving bus sets -loop((frB,toB), - ACbranchSendingBus(ACbranch,frB,fd) - $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; - - ACbranchReceivingBus(ACbranch,toB,fd) - $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; - - ACbranchSendingBus(ACbranch,toB,fd) - $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; - - ACbranchReceivingBus(ACbranch,frB,fd) - $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; -); - -HVDClinkSendingBus(HVDClink,frB) - $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; - -HVDClinkReceivingBus(HVDClink,toB) - $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; - -HVDClinkBus(HVDClink,b) $ HVDClinkSendingBus(HVDClink,b) = yes ; -HVDClinkBus(HVDClink,b) $ HVDClinkReceivingBus(HVDClink,b) = yes ; - -* Determine the HVDC inter-island pole in the northward and southward direction - -HVDCpoleDirection(tp,br,fd) $ { (ord(fd) = 1) and HVDClink(tp,br) } - = yes $ sum[ (ild,NodeBus(tp,n,b)) $ { (ord(ild) = 2) - and nodeIsland(tp,n,ild) - and HVDClinkSendingBus(tp,br,b) }, 1 ] ; - -HVDCpoleDirection(tp,br,fd) $ { (ord(fd) = 2) and HVDClink(tp,br) } - = yes $ sum[ (ild,NodeBus(tp,n,b)) $ { (ord(ild) = 1) - and nodeIsland(tp,n,ild) - and HVDClinkSendingBus(tp,br,b) }, 1 ] ; - -* Mapping HVDC branch to pole to account for name changes to Pole 3 -HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY1.1'), 1] = yes ; -HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN1.1'), 1] = yes ; -HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY3.1'), 1] = yes ; -HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN3.1'), 1] = yes ; -HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'BEN_HAY2.1'), 1] = yes ; -HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'HAY_BEN2.1'), 1] = yes ; - -* Initialise network data for the current trade period start -* Node-bus allocation factor -nodeBusAllocationFactor(tp,n,b) $ { node(tp,n) and bus(tp,b) } - = i_tradePeriodNodeBusAllocationFactor(tp,n,b) ; - -* Flag to allow roundpower on the HVDC link -allowHVDCroundpower(tp) = i_tradePeriodAllowHVDCroundpower(tp) ; - -* Allocate the input branch parameters to the defined branchCapacity -branchCapacity(branch,fd) - = i_tradePeriodBranchCapacityDirected(branch,fd) ; -* HVDC Links do not have reverse capacity -branchCapacity(HVDClink,fd) $ ( ord(fd) = 2 ) = 0 ; - -* Allocate the input branch parameters to the defined branchResistance -branchResistance(branch) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 1) - , i_tradePeriodBranchParameter(branch,i_branchParameter) ] ; - -* Convert susceptance from -Bpu to B% for data post-MSP -branchSusceptance(ACbranch(tp,br)) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 2) - , i_tradePeriodBranchParameter(ACbranch,i_branchParameter) ] - * [ 100$(not i_useBusNetworkModel(tp)) - 100$i_useBusNetworkModel(tp) ]; - -branchLossBlocks(branch) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 4) - , i_tradePeriodBranchParameter(branch,i_branchParameter) ] ; - -* Ensure fixed losses for no loss AC branches are not included -branchFixedLoss(ACbranch) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 3) - , i_tradePeriodBranchParameter(ACbranch,i_branchParameter) - ] $ (branchLossBlocks(ACbranch) > 1) ; - -branchFixedLoss(HVDClink) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 3) - , i_tradePeriodBranchParameter(HVDClink,i_branchParameter) ] ; - -* Set resistance and fixed loss to zero if do not want to use the loss model -branchResistance(ACbranch) $ (not useAClossModel) = 0 ; -branchFixedLoss(ACbranch) $ (not useAClossModel) = 0 ; - -branchResistance(HVDClink) $ (not useHVDClossModel) = 0 ; -branchFixedLoss(HVDClink) $ (not useHVDClossModel) = 0 ; - -* Initialise loss tranches data for the current trade period start -* The loss factor coefficients assume that the branch capacity is in MW -* and the resistance is in p.u. - -* Loss branches with 0 loss blocks -lossSegmentMW(branch,los,fd) - $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } - = branchCapacity(branch,fd) ; - -LossSegmentFactor(branch,los,fd) - $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } - = 0 ; - -* Loss branches with 1 loss blocks -LossSegmentMW(branch,los,fd) - $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } - = maxFlowSegment ; - -LossSegmentFactor(branch,los,fd) - $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } - = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Loss branches with 3 loss blocks -loop( branch $ (branchLossBlocks(branch) = 3), -* Segment 1 - LossSegmentMW(branch,los,fd) $ (ord(los) = 1) - = lossCoeff_A * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) - = 0.01 * 0.75 * lossCoeff_A - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 2 - LossSegmentMW(branch,los,fd) $ (ord(los) = 2) - = (1-lossCoeff_A) * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) - = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 3 - LossSegmentMW(branch,los,fd) $ (ord(los) = 3) - = maxFlowSegment ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) - = 0.01 * (2 - (0.75*lossCoeff_A)) - * branchResistance(branch) * branchCapacity(branch,fd) ; -); - -* Loss branches with 6 loss blocks -loop( branch $ (branchLossBlocks(branch) = 6), -* Segment 1 - LossSegmentMW(branch,los,fd) $ (ord(los) = 1) - = lossCoeff_C * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) - = 0.01 * 0.75 * lossCoeff_C - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 2 - LossSegmentMW(branch,los,fd) $ (ord(los) = 2) - = lossCoeff_D * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) - = 0.01 * lossCoeff_E - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 3 - LossSegmentMW(branch,los,fd) $ (ord(los) = 3) - = 0.5 * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) - = 0.01 * lossCoeff_F - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 4 - LossSegmentMW(branch,los,fd) $ (ord(los) = 4) - = (1 - lossCoeff_D) * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 4) - = 0.01 * (2 - lossCoeff_F) - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 5 - LossSegmentMW(branch,los,fd) $ (ord(los) = 5) - = (1 - lossCoeff_C) * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 5) - = 0.01 * (2 - lossCoeff_E) - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 6 - LossSegmentMW(branch,los,fd) $ (ord(los) = 6) - = maxFlowSegment ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 6) - = 0.01 * (2 - (0.75*lossCoeff_C)) - * branchResistance(branch) * branchCapacity(branch,fd) ; -) ; - -* HVDC does not have backward flow --> No loss segment for backward flow -LossSegmentMW(HVDClink,los,fd) $ (ord(fd) = 2) = 0; -LossSegmentFactor(HVDClink,los,fd) $ (ord(fd) = 2) = 0; - - -* Valid loss segment for a branch is defined as a loss segment that -* has a non-zero LossSegmentMW or a non-zero LossSegmentFactor. -validLossSegment(branch,los,fd) = yes $ { (ord(los) = 1) or - LossSegmentMW(branch,los,fd) or - LossSegmentFactor(branch,los,fd) } ; - -* HVDC loss model requires at least two loss segments and -* an additional loss block due to cumulative loss formulation -validLossSegment(HVDClink,los,fd) - $ { (branchLossBlocks(HVDClink) <= 1) and (ord(los) = 2) } = yes ; - -validLossSegment(HVDClink,los,fd) - $ { (branchLossBlocks(HVDClink) > 1) and - (ord(los) = (branchLossBlocks(HVDClink) + 1)) and - (sum[ los1, LossSegmentMW(HVDClink,los1,fd) - + LossSegmentFactor(HVDClink,los1,fd) ] > 0) - } = yes ; - -* branches that have non-zero loss factors -LossBranch(branch) $ sum[ (los,fd), LossSegmentFactor(branch,los,fd) ] = yes ; - -* Create AC branch loss segments -ACbranchLossMW(ACbranch,los,fd) - $ { validLossSegment(ACbranch,los,fd) and (ord(los) = 1) } - = LossSegmentMW(ACbranch,los,fd) ; - -ACbranchLossMW(ACbranch,los,fd) - $ { validLossSegment(ACbranch,los,fd) and (ord(los) > 1) } - = LossSegmentMW(ACbranch,los,fd) - LossSegmentMW(ACbranch,los-1,fd) ; - -ACbranchLossFactor(ACbranch,los,fd) - $ validLossSegment(ACbranch,los,fd) = LossSegmentFactor(ACbranch,los,fd) ; - -* Create HVDC loss break points -HVDCBreakPointMWFlow(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; -HVDCBreakPointMWLoss(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; - -HVDCBreakPointMWFlow(HVDClink,bp,fd) - $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) > 1) } - = LossSegmentMW(HVDClink,bp-1,fd) ; - -HVDCBreakPointMWLoss(HVDClink,bp,fd) - $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) = 2) } - = LossSegmentMW(HVDClink,bp-1,fd) * LossSegmentFactor(HVDClink,bp-1,fd) ; - -loop( (HVDClink(branch),bp) $ (ord(bp) > 2), - HVDCBreakPointMWLoss(branch,bp,fd) $ validLossSegment(branch,bp,fd) - = LossSegmentFactor(branch,bp-1,fd) - * [ LossSegmentMW(branch,bp-1,fd) - LossSegmentMW(branch,bp-2,fd) ] - + HVDCBreakPointMWLoss(branch,bp-1,fd) ; -) ; - -* Initialise branch constraint data for the current trading period -branchConstraint(tp,brCstr) - $ sum[ branch(tp,br) - $ i_tradePeriodBranchConstraintFactors(tp,brCstr,br), 1 ] = yes ; - -branchConstraintFactors(branchConstraint,br) - = i_tradePeriodBranchConstraintFactors(branchConstraint,br) ; - -branchConstraintSense(branchConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 1), - i_tradePeriodBranchConstraintRHS(branchConstraint,CstrRHS) ] ; - -branchConstraintLimit(branchConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 2), - i_tradePeriodBranchConstraintRHS(branchConstraint,CstrRHS) ] ; - -* Calculate parameters for NMIR project ---------------------------------------- -islandRiskGroup(tp,ild,rg,riskC) - = yes $ sum[ o $ { offerIsland(tp,o,ild) - and riskGroupOffer(tp,rg,o,riskC) }, 1 ] ; - -modulationRisk(tp) = smax[ riskC, modulationRiskClass(tp,RiskC) ]; - -reserveShareEnabledOverall(tp) = smax[ resC, reserveShareEnabled(tp,resC) ]; - -roPwrZoneExit(tp,resC) - = [ roundPower2MonoLevel(tp) - modulationRisk(tp) ]$(ord(resC)=1) - + bipole2MonoLevel(tp)$(ord(resC)=2) ; - -* National market refinement - effective date 28 Mar 2019 12:00 -$ontext - SPD pre-processing is changed so that the roundpower settings for FIR are now the same as for SIR. Specifically: - - The RoundPowerZoneExit for FIR will be set at BipoleToMonopoleTransition by SPD pre-processing (same as for SIR), - a change from the existing where the RoundPowerZoneExit for FIR is set at RoundPowerToMonopoleTransition by SPD pre-processing. - - Provided that roundpower is not disabled by the MDB, the InNoReverseZone for FIR will be removed by SPD pre-processing (same as for SIR), - a change from the existing where the InNoReverseZone for FIR is never removed by SPD pre-processing. -$offtext - -if (inputGDXGDate >= jdate(2019,03,28), - roPwrZoneExit(tp,resC) = bipole2MonoLevel(tp) ; -) ; - -* National market refinement end - - -* Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (5.2.1.2) -sharedNFRLoad(tp,ild) - = sum[ nodeIsland(tp,n,ild), nodeDemand(tp,n)] - + sum[ (bd,trdBlk) $ bidIsland(tp,bd,ild), purchaseBidMW(tp,bd,trdBlk) ] - - sharedNFRLoadOffset(tp,ild) ; - -sharedNFRMax(tp,ild) = Min{ RMTReserveLimitTo(tp,ild,'FIR'), - sharedNFRFactor(tp)*sharedNFRLoad(tp,ild) } ; - -* Calculate HVDC constraint sets and HVDC Max Flow - NMIR (4.1.8 - NMIR06) -* TN on 22 May 2017: Usually a branch group constraint that limits the HVDC flow only involves -* the HVDC branch(s) in the same direction. However, during TP6 to TP9 of 18 May 2017, the -* constraint HAY_BEN_High_Frequency_limit involved all four branches in the form: -* HAY_BEN1.1 + HAY_BEN2.1 - BEN_HAY1.1 - BEN_HAY2.1 <= 530 MW -* This method of formulating the constraint prevented the previous formulation of monopoleConstraint -* and bipoleConstraintfrom working properly. Those constraints have been reformulated (see below) -* in order to cope with the formulation observed on 18 May 2017. -monopoleConstraint(tp,ild,brCstr,br) - $ { HVDCpoles(tp,br) - and ( not rampingConstraint(tp,brCstr) ) - and ( branchConstraintSense(tp,brCstr) = -1 ) - and (Sum[ (br1,b) $ {HVDClinkSendingBus(tp,br1,b) and busIsland(tp,b,ild)} - , branchConstraintFactors(tp,brCstr,br1) ] = 1) - and (Sum[ b $ {HVDClinkSendingBus(tp,br,b) and busIsland(tp,b,ild)} - , branchConstraintFactors(tp,brCstr,br) ] = 1) - } = yes ; - -bipoleConstraint(tp,ild,brCstr) - $ { ( not rampingConstraint(tp,brCstr) ) - and ( branchConstraintSense(tp,brCstr) = -1 ) - and (Sum[ (br,b) $ { HVDCpoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - and busIsland(tp,b,ild) } - , branchConstraintFactors(tp,brCstr,br) ] = 2) - } = yes ; - -monoPoleCapacity(tp,ild,br) - = Sum[ (b,fd) $ { BusIsland(tp,b,ild) - and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - and ( ord(fd) = 1 ) - }, branchCapacity(tp,br,fd) ] ; - -monoPoleCapacity(tp,ild,br) - $ Sum[ brCstr $ monopoleConstraint(tp,ild,brCstr,br), 1] - = Smin[ brCstr $ monopoleConstraint(tp,ild,brCstr,br) - , branchConstraintLimit(tp,brCstr) ]; - -monoPoleCapacity(tp,ild,br) - = Min( monoPoleCapacity(tp,ild,br), - sum[ fd $ ( ord(fd) = 1 ), branchCapacity(tp,br,fd) ] ); - -biPoleCapacity(tp,ild) - $ Sum[ brCstr $ bipoleConstraint(tp,ild,brCstr), 1] - = Smin[ brCstr $ bipoleConstraint(tp,ild,brCstr) - , branchConstraintLimit(tp,brCstr) ]; - -biPoleCapacity(tp,ild) - $ { Sum[ brCstr $ bipoleConstraint(tp,ild,brCstr), 1] = 0 } - = Sum[ (b,br,fd) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - and ( ord(fd) = 1 ) - }, branchCapacity(tp,br,fd) ] ; - -HVDCMax(tp,ild) - = Min( biPoleCapacity(tp,ild), Sum[ br, monoPoleCapacity(tp,ild,br) ] ) ; - -* Calculate HVDC HVDC Loss segment applied for NMIR - -$ontext -* Note: When NMIR started on 20/10/2016, the SOdecided to incorrectly calculate the HVDC loss -* curve for reserve sharing based on the HVDC capacity only (i.e. not based on in-service HVDC poles) -* Tuong Nguyen @ EA discovered this bug and the SO has fixed it as of 22/11/2016. -$offtext -if (inputGDXGDate >= jdate(2016,11,22), - HVDCCapacity(tp,ild) - = Sum[ (b,br,fd) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - and ( ord(fd) = 1 ) - }, branchCapacity(tp,br,fd) ] ; - - numberOfPoles(tp,ild) - = Sum[ (b,br) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) }, 1 ] ; - - HVDCResistance(tp,ild) $ (numberOfPoles(tp,ild) = 2) - = Prod[ (b,br) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - }, branchResistance(tp,br) ] - / Sum[ (b,br) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - }, branchResistance(tp,br) ] ; - - HVDCResistance(tp,ild) $ (numberOfPoles(tp,ild) = 1) - = Sum[ br $ monoPoleCapacity(tp,ild,br), branchResistance(tp,br) ] ; -else - HVDCCapacity(tp,ild) - = Sum[ (br,b,b1,fd) $ { (i_tradePeriodHVDCBranch(tp,br) = 1) - and i_tradePeriodBusIsland(tp,b,ild) - and i_tradePeriodBranchDefn(tp,br,b,b1) - and ( ord(fd) = 1 ) - }, i_tradePeriodBranchCapacityDirected(tp,br,fd) ] ; - - numberOfPoles(tp,ild) - =Sum[ (br,b,b1) $ { (i_tradePeriodHVDCBranch(tp,br) = 1) - and i_tradePeriodBusIsland(tp,b,ild) - and i_tradePeriodBranchDefn(tp,br,b,b1) - and sum[ fd $ ( ord(fd) = 1 ) - , i_tradePeriodBranchCapacityDirected(tp,br,fd) ] - }, 1 ] ; - - HVDCResistance(tp,ild) - = Sum[ (br,b,b1,i_branchParameter) - $ { (i_tradePeriodHVDCBranch(tp,br) = 1) - and i_tradePeriodBusIsland(tp,b,ild) - and i_tradePeriodBranchDefn(tp,br,b,b1) - and (ord(i_branchParameter) = 1) - }, i_tradePeriodBranchParameter(tp,br,i_branchParameter) ] ; - - HVDCResistance(tp,ild) $ (numberOfPoles(tp,ild) = 2) - = Prod[ (br,b,b1,i_branchParameter) - $ { (i_tradePeriodHVDCBranch(tp,br) = 1) - and i_tradePeriodBusIsland(tp,b,ild) - and i_tradePeriodBranchDefn(tp,br,b,b1) - and sum[ fd $ ( ord(fd) = 1 ) - , i_tradePeriodBranchCapacityDirected(tp,br,fd) ] - and (ord(i_branchParameter) = 1) - }, i_tradePeriodBranchParameter(tp,br,i_branchParameter) - ] / HVDCResistance(tp,ild) ; -) ; - -* Segment 1 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 1) - = HVDCCapacity(tp,ild) * lossCoeff_C ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 1) - = 0.01 * 0.75 * lossCoeff_C - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 2 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 2) - = HVDCCapacity(tp,ild) * lossCoeff_D ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 2) - = 0.01 * lossCoeff_E - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 3 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 3) - = HVDCCapacity(tp,ild) * 0.5 ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 3) - = 0.01 * lossCoeff_F - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 4 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 4) - = HVDCCapacity(tp,ild) * (1 - lossCoeff_D) ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 4) - = 0.01 * (2 - lossCoeff_F) - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 5 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 5) - = HVDCCapacity(tp,ild) * (1 - lossCoeff_C) ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 5) - = 0.01 * (2 - lossCoeff_E) - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 6 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 6) - = HVDCCapacity(tp,ild) ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 6) - = 0.01 * (2 - (0.75*lossCoeff_C)) - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Parameter for energy lambda loss model -HVDCSentBreakPointMWFlow(tp,ild,bp) $ (ord(bp) = 1) = 0 ; -HVDCSentBreakPointMWLoss(tp,ild,bp) $ (ord(bp) = 1) = 0 ; - -HVDCSentBreakPointMWFlow(tp,ild,bp) $ (ord(bp) > 1) - = HVDCLossSegmentMW(tp,ild,bp-1) ; - -loop( (tp,ild,bp) $ {(ord(bp) > 1) and (ord(bp) <= 7)}, - HVDCSentBreakPointMWLoss(tp,ild,bp) - = HVDClossScalingFactor(tp) - * HVDCLossSegmentFactor(tp,ild,bp-1) - * [ HVDCLossSegmentMW(tp,ild,bp-1) - - HVDCSentBreakPointMWFlow(tp,ild,bp-1) ] - + HVDCSentBreakPointMWLoss(tp,ild,bp-1) ; -) ; - -* Parameter for energy+reserve lambda loss model - -* Ideally SO should use asymmetric loss curve -HVDCReserveBreakPointMWFlow(tp,ild,rsbp) $ (ord(rsbp) <= 7) - = Sum[ (ild1,rsbp1) $ { ( not sameas(ild1,ild) ) - and ( ord(rsbp) + ord(rsbp1) = 8)} - , -HVDCSentBreakPointMWFlow(tp,ild1,rsbp1) ]; - -* SO decide to use symmetric loss curve instead -HVDCReserveBreakPointMWFlow(tp,ild,rsbp) $ (ord(rsbp) <= 7) - = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} - , -HVDCSentBreakPointMWFlow(tp,ild,rsbp1) ]; - -HVDCReserveBreakPointMWFlow(tp,ild,rsbp) - $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } - = HVDCSentBreakPointMWFlow(tp,ild,rsbp-6) ; - - -* Ideally SO should use asymmetric loss curve -HVDCReserveBreakPointMWLoss(tp,ild,rsbp) $ (ord(rsbp) <= 7) - = Sum[ (ild1,rsbp1) $ { ( not sameas(ild1,ild) ) - and ( ord(rsbp) + ord(rsbp1) = 8)} - , HVDCSentBreakPointMWLoss(tp,ild1,rsbp1) ]; - -* SO decide to use symmetric loss curve instead -HVDCReserveBreakPointMWLoss(tp,ild,rsbp) $ (ord(rsbp) <= 7) - = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} - , HVDCSentBreakPointMWLoss(tp,ild,rsbp1) ]; - -HVDCReserveBreakPointMWLoss(tp,ild,rsbp) - $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } - = HVDCSentBreakPointMWLoss(tp,ild,rsbp-6); - -* Parameter for lambda loss model end - -* Initialze parameters for NMIR project end ---------------------------------- - - -* Initialise risk/reserve data for the current trade period start - -GenRisk(riskC) $ (ord(riskC) = 1) = yes ; -HVDCrisk(riskC) $ (ord(riskC) = 2) = yes ; -HVDCrisk(riskC) $ (ord(riskC) = 3) = yes ; -ManualRisk(riskC) $ (ord(riskC) = 4) = yes ; -GenRisk(riskC) $ (ord(riskC) = 5) = yes $ useExtendedRiskClass ; -ManualRisk(riskC) $ (ord(riskC) = 6) = yes $ useExtendedRiskClass ; -HVDCsecRisk(riskC) $ (ord(riskC) = 7) = yes $ useExtendedRiskClass ; -HVDCsecRisk(riskC) $ (ord(riskC) = 8) = yes $ useExtendedRiskClass ; - -* Define the CE and ECE risk class set to support the different CE and ECE CVP -ContingentEvents(riskC) $ (ord(riskC) = 1) = yes ; -ContingentEvents(riskC) $ (ord(riskC) = 2) = yes ; -ExtendedContingentEvent(riskC) $ (ord(riskC) = 3) = yes ; -ContingentEvents(riskC) $ (ord(riskC) = 4) = yes ; -ExtendedContingentEvent(riskC) $ (ord(riskC) = 5) = yes $ useExtendedRiskClass ; -ExtendedContingentEvent(riskC) $ (ord(riskC) = 6) = yes $ useExtendedRiskClass ; -ContingentEvents(riskC) $ (ord(riskC) = 7) = yes $ useExtendedRiskClass ; -ExtendedContingentEvent(riskC) $ (ord(riskC) = 8) = yes $ useExtendedRiskClass ; - -* Risk parameters -FreeReserve(tp,ild,resC,riskC) - = sum[ riskPar $ (ord(riskPar) = 1) - , i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) ] -* NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 - - sum[ ild1 $ (not sameas(ild,ild1)),sharedNFRMax(tp,ild1) - ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) - and (inputGDXGDate >= jdate(2016,10,20)) } - ; - -IslandRiskAdjustmentFactor(tp,ild,resC,riskC) $ useReserveModel - = sum[ riskPar $ (ord(riskPar) = 2) - , i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) ] ; - -* HVDC rampup max - (3.4.1.3) - SPD version 11 -HVDCpoleRampUp(tp,ild,resC,riskC) - = sum[ riskPar $ (ord(riskPar) = 3) - , i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) ] ; - -* Index IslandMinimumRisk to cater for CE and ECE minimum risk -IslandMinimumRisk(tp,ild,resC,riskC) $ (ord(riskC) = 4) - = i_tradePeriodManualRisk(tp,ild,resC) ; - -IslandMinimumRisk(tp,ild,resC,riskC) $ (ord(riskC) = 6) - = i_tradePeriodManualRisk_ECE(tp,ild,resC) ; - -* HVDC secondary risk parameters -HVDCsecRiskEnabled(tp,ild,riskC)= i_tradePeriodHVDCsecRiskEnabled(tp,ild,riskC); -HVDCsecRiskSubtractor(tp,ild) = i_tradePeriodHVDCsecRiskSubtractor(tp,ild) ; - -* Min risks for the HVDC secondary risk are the same as the island min risk -HVDCsecIslandMinimumRisk(tp,ild,resC,riskC) $ (ord(riskC) = 7) - = i_tradePeriodManualRisk(tp,ild,resC) ; - -HVDCsecIslandMinimumRisk(tp,ild,resC,riskC) $ (ord(riskC) = 8) - = i_tradePeriodManualRisk_ECE(tp,ild,resC) ; - -* The MW combined maximum capability for generation and reserve of class. -reserveClassGenerationMaximum(offer,resC) = ReserveGenerationMaximum(offer) ; - -reserveClassGenerationMaximum(offer,resC) - $ i_tradePeriodReserveClassGenerationMaximum(offer,resC) - = i_tradePeriodReserveClassGenerationMaximum(offer,resC) ; - -* Calculation of reserve maximum factor - 5.2.1.1 -ReserveMaximumFactor(offer,resC) = 1 ; -ReserveMaximumFactor(offer,resC) - $ (ReserveClassGenerationMaximum(offer,resC)>0) - = ReserveGenerationMaximum(offer) - / reserveClassGenerationMaximum(offer,resC) ; - -* Virtual reserve -virtualReserveMax(tp,ild,resC) = i_tradePeriodVROfferMax(tp,ild,resC) ; -virtualReservePrice(tp,ild,resC) = i_tradePeriodVROfferPrice(tp,ild,resC) ; - -* Initialise AC node constraint data for the current trading period -ACnodeConstraint(tp,ACnodeCstr) - $ sum[ ACnode(tp,n) - $ i_tradePeriodACnodeConstraintFactors(tp,ACnodeCstr,n), 1 ] = yes ; - -ACnodeConstraintFactors(ACnodeConstraint,n) - = i_tradePeriodACnodeConstraintFactors(ACnodeConstraint,n) ; - -ACnodeConstraintSense(ACnodeConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 1), - i_tradePeriodACnodeConstraintRHS(ACnodeConstraint,CstrRHS) ] ; - -ACnodeConstraintLimit(ACnodeConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 2), - i_tradePeriodACnodeConstraintRHS(ACnodeConstraint,CstrRHS) ] ; - -* Initialise market node constraint data for the current trading period -MnodeConstraint(tp,MnodeCstr) - $ { sum[ (offer(tp,o),resT,resC) - $ { i_tradePeriodMnodeEnergyOfferConstraintFactors(tp,MnodeCstr,o) or - i_tradePeriodMnodeReserveOfferConstraintFactors(tp,MnodeCstr,o,resC,resT) - }, 1 - ] - or - sum[ (bid(tp,bd),resC) - $ { i_tradePeriodMnodeEnergyBidConstraintFactors(tp,MnodeCstr,bd) or - i_tradePeriodMnodeILReserveBidConstraintFactors(tp,MnodeCstr,bd,resC) - }, 1 - ] - } = yes ; - -MnodeEnergyOfferConstraintFactors(MnodeConstraint,o) - = i_tradePeriodMnodeEnergyOfferConstraintFactors(MnodeConstraint,o) ; - -MnodeReserveOfferConstraintFactors(MnodeConstraint,o,resC,resT) - = i_tradePeriodMnodeReserveOfferConstraintFactors(MnodeConstraint,o,resC,resT) ; - -MnodeEnergyBidConstraintFactors(MnodeConstraint,bd) - = i_tradePeriodMnodeEnergyBidConstraintFactors(MnodeConstraint,bd) ; - -MnodeILReserveBidConstraintFactors(MnodeConstraint,bd,resC) - = i_tradePeriodMnodeILReserveBidConstraintFactors(MnodeConstraint,bd,resC) ; - -MnodeConstraintSense(MnodeConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 1) - , i_tradePeriodMnodeConstraintRHS(MnodeConstraint,CstrRHS) ] ; - -MnodeConstraintLimit(MnodeConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 2) - , i_tradePeriodMnodeConstraintRHS(MnodeConstraint,CstrRHS) ] ; - -* Initialise mixed constraint data for the current trading period -Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC) - = i_type1MixedConstraintReserveMap(t1MixCstr,ild,resC,riskC) ; - -Type1MixedConstraint(tp,t1MixCstr) - = i_tradePeriodType1MixedConstraint(tp,t1MixCstr) ; - -Type2MixedConstraint(tp,t2MixCstr) - = i_tradePeriodType2MixedConstraint(tp,t2MixCstr) ; - -Type1MixedConstraintSense(tp,t1MixCstr) - = sum[ t1MixCstrRHS $ (ord(t1MixCstrRHS) = 1) - , i_tradePeriodType1MixedConstraintRHSParameters(tp,t1MixCstr,t1MixCstrRHS) ] ; - -Type1MixedConstraintLimit1(tp,t1MixCstr) - = sum[ t1MixCstrRHS $ (ord(t1MixCstrRHS) = 2) - , i_tradePeriodType1MixedConstraintRHSParameters(tp,t1MixCstr,t1MixCstrRHS) ] ; - -Type1MixedConstraintLimit2(tp,t1MixCstr) - = sum[ t1MixCstrRHS $ (ord(t1MixCstrRHS) = 3) - , i_tradePeriodType1MixedConstraintRHSParameters(tp,t1MixCstr,t1MixCstrRHS) ] ; - -Type2MixedConstraintSense(tp,t2MixCstr) - = sum[ CstrRHS $ (ord(CstrRHS) = 1) - , i_tradePeriodType2MixedConstraintRHSParameters(tp,t2MixCstr,CstrRHS) ] ; - -Type2MixedConstraintLimit(tp,t2MixCstr) - = sum[ CstrRHS$(ord(CstrRHS) = 2) - , i_tradePeriodType2MixedConstraintRHSParameters(tp,t2MixCstr,CstrRHS) ] ; - -Type1MixedConstraintCondition(tp,t1MixCstr) - $ sum[ br $ { HVDChalfPoles(tp,br) and - i_type1MixedConstraintBranchCondition(t1MixCstr,br) - }, 1 - ] = yes ; - -* Initialise generic constraint data for the current trading period -GenericConstraint(tp,gnrcCstr) = i_tradePeriodGenericConstraint(tp,gnrcCstr) ; - -GenericEnergyOfferConstraintFactors(GenericConstraint,o) - = i_tradePeriodGenericEnergyOfferConstraintFactors(GenericConstraint,o) ; - -GenericReserveOfferConstraintFactors(GenericConstraint,o,resC,resT) - = i_tradePeriodGenericReserveOfferConstraintFactors(GenericConstraint,o,resC,resT) ; - -GenericEnergyBidConstraintFactors(GenericConstraint,bd) - = i_tradePeriodGenericEnergyBidConstraintFactors(GenericConstraint,bd) ; - -GenericILReserveBidConstraintFactors(GenericConstraint,bd,resC) - = i_tradePeriodGenericILReserveBidConstraintFactors(GenericConstraint,bd,resC) ; - -GenericBranchConstraintFactors(GenericConstraint,br) - = i_tradePeriodGenericBranchConstraintFactors(GenericConstraint,br) ; - -GenericConstraintSense(GenericConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 1) - , i_tradePeriodGenericConstraintRHS(GenericConstraint,CstrRHS) ] ; - -GenericConstraintLimit(GenericConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 2) - , i_tradePeriodGenericConstraintRHS(GenericConstraint,CstrRHS) ] ; - - -* Additional pre-processing on parameters -------------------------------------- - -* Calculation of generation upper limits due to ramp rate limits - -* Only primary offers are considered (5.3.1.1) -generationMaximum(tp,o) $ (not hasPrimaryOffer(tp,o)) - = sum[ validGenerationOfferBlock(tp,o,trdBlk) - , generationOfferMW(tp,o,trdBlk) ] - + sum[ (o1,trdBlk) $ { primarySecondaryOffer(tp,o,o1) and - validGenerationOfferBlock(tp,o1,trdBlk) } - , generationOfferMW(tp,o1,trdBlk) - ] ; - -* Calculation 5.3.1.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services -rampTimeUp(offer) $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } - = Min[ i_tradingPeriodLength , ( generationMaximum(offer) - - generationStart(offer) - ) / rampRateUp(offer) - ] ; - -* Calculation 5.3.1.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services -generationEndUp(offer) $ (not hasPrimaryOffer(offer)) - = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; - - -* Calculation of generation lower limits due to ramp rate limits - -* Only primary offers are considered (5.3.2.1) -* Negative prices for generation offers are not allowed? (5.3.2.1) -generationMinimum(offer) = 0; - -* Calculation 5.3.2.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services -rampTimeDown(offer) $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } - = Min[ i_tradingPeriodLength, ( generationStart(offer) - - generationMinimum(offer) - ) / rampRateDown(offer) - ] ; - -* Calculation 5.3.2.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services -generationEndDown(offer) $ (not hasPrimaryOffer(offer)) - = Max[ 0, generationStart(offer) - rampRateDown(offer)*rampTimeDown(offer) ] ; - -o_offerEnergy_TP(dt,o) = 0; -* Additional pre-processing on parameters end - - - -* TN - Pivot or demand analysis begin -$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_1.gms" -$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_1.gms" -* TN - Pivot or demand analysis begin end - -*===================================================================================== -* 7. The vSPD solve loop -*===================================================================================== -if (studyMode = 101, -$include "vSPDsolve_RTP.gms" -); - -unsolvedPeriod(tp) = yes; -VSPDModel(tp) = 0 ; -option clear = useBranchFlowMIP ; -option clear = useMixedConstraintMIP ; - -While ( Sum[ tp $ unsolvedPeriod(tp), 1 ], - exitLoop = 0; - loop[ tp $ {unsolvedPeriod(tp) and (exitLoop = 0)}, - -* 7a. Reset all sets, parameters and variables ------------------------------- - option clear = currTP ; -* Generation variables - option clear = GENERATION ; - option clear = GENERATIONBLOCK ; -* Purchase variables - option clear = PURCHASE ; - option clear = PURCHASEBLOCK ; - option clear = PURCHASEILR ; - option clear = PURCHASEILRBLOCK ; -* Network variables - option clear = ACNODENETINJECTION ; - option clear = ACNODEANGLE ; - option clear = ACBRANCHFLOW ; - option clear = ACBRANCHFLOWDIRECTED ; - option clear = ACBRANCHLOSSESDIRECTED ; - option clear = ACBRANCHFLOWBLOCKDIRECTED ; - option clear = ACBRANCHLOSSESBLOCKDIRECTED ; - option clear = ACBRANCHFLOWDIRECTED_INTEGER ; - option clear = HVDCLINKFLOW ; - option clear = HVDCLINKLOSSES ; - option clear = LAMBDA ; - option clear = LAMBDAINTEGER ; - option clear = HVDCLINKFLOWDIRECTION_INTEGER ; - option clear = HVDCPOLEFLOW_INTEGER ; -* Risk/Reserve variables - option clear = RISKOFFSET ; - option clear = HVDCREC ; - option clear = ISLANDRISK ; - option clear = RESERVEBLOCK ; - option clear = RESERVE ; - option clear = ISLANDRESERVE; -* NMIR variables - option clear = SHAREDNFR ; - option clear = SHAREDRESERVE ; - option clear = HVDCSENT ; - option clear = RESERVESHAREEFFECTIVE ; - option clear = RESERVESHARERECEIVED ; - option clear = RESERVESHARESENT ; - option clear = HVDCSENDING ; - option clear = INZONE ; - option clear = HVDCSENTINSEGMENT ; - option clear = HVDCRESERVESENT ; - option clear = HVDCSENTLOSS ; - option clear = HVDCRESERVELOSS ; - option clear = LAMBDAHVDCENERGY ; - option clear = LAMBDAHVDCRESERVE ; - option clear = RESERVESHAREPENALTY ; -* Mixed constraint variables - option clear = MIXEDCONSTRAINTVARIABLE ; - option clear = MIXEDCONSTRAINTLIMIT2SELECT ; -* Objective - option clear = NETBENEFIT ; -* Violation variables - option clear = TOTALPENALTYCOST ; - option clear = DEFICITBUSGENERATION ; - option clear = SURPLUSBUSGENERATION ; - option clear = DEFICITRESERVE ; - option clear = DEFICITRESERVE_CE ; - option clear = DEFICITRESERVE_ECE ; - option clear = DEFICITBRANCHSECURITYCONSTRAINT ; - option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; - option clear = DEFICITRAMPRATE ; - option clear = SURPLUSRAMPRATE ; - option clear = DEFICITACnodeCONSTRAINT ; - option clear = SURPLUSACnodeCONSTRAINT ; - option clear = DEFICITBRANCHFLOW ; - option clear = SURPLUSBRANCHFLOW ; - option clear = DEFICITMNODECONSTRAINT ; - option clear = SURPLUSMNODECONSTRAINT ; - option clear = DEFICITTYPE1MIXEDCONSTRAINT ; - option clear = SURPLUSTYPE1MIXEDCONSTRAINT ; - option clear = DEFICITGENERICCONSTRAINT ; - option clear = SURPLUSGENERICCONSTRAINT ; - -* Clear the pole circular branch flow flag - option clear = circularBranchFlowExist ; - option clear = poleCircularBranchFlowExist ; - option clear = northHVDC ; - option clear = southHVDC ; - option clear = manualBranchSegmentMWFlow ; - option clear = manualLossCalculation ; - option clear = nonPhysicalLossExist ; - option clear = modelSolved ; - option clear = LPmodelSolved ; -* Disconnected bus post-processing - option clear = busGeneration ; - option clear = busLoad ; - option clear = busDisconnected ; - option clear = busPrice ; - - -* End reset - - -* 7b. Initialise current trade period and model data ------------------------- - currTP(tp) $ sequentialSolve = yes; - currTP(tp1) $ (not sequentialSolve) = yes; - -* Update initial MW if run NRSS, PRSS, NRSL, PRSL - generationStart(offer(currTP(tp),o)) - $ (sum[ o1, generationStart(currTP,o1)] = 0) - = sum[ dt $ (ord(dt) = ord(tp)-1), o_offerEnergy_TP(dt,o) ] ; -* Calculation of generation upper limits due to ramp rate limits -* Calculation 5.3.1.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - rampTimeUp(offer(currTP(tp),o)) - $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } - = Min[ i_tradingPeriodLength , ( generationMaximum(offer) - - generationStart(offer) - ) / rampRateUp(offer) - ] ; - -* Calculation 5.3.1.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - generationEndUp(offer(currTP(tp),o)) $ (not hasPrimaryOffer(offer)) - = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; - - -* Calculation of generation lower limits due to ramp rate limits - -* Calculation 5.3.2.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - rampTimeDown(offer(currTP(tp),o)) - $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } - = Min[ i_tradingPeriodLength, ( generationStart(offer) - - generationMinimum(offer) - ) / rampRateDown(offer) - ] ; - -* Calculation 5.3.2.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - generationEndDown(offer(currTP(tp),o)) $ (not hasPrimaryOffer(offer)) - = Max[ 0, generationStart(offer) - - rampRateDown(offer)*rampTimeDown(offer) ] ; - -* Additional pre-processing on parameters end - - -* 7c. Updating the variable bounds before model solve ------------------------ - -* TN - Pivot or Demand Analysis - revise input data -$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_2.gms" -$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_2.gms" -* TN - Pivot or Demand Analysis - revise input data end - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== - -* Offer blocks - Constraint 3.1.1.1 - GENERATIONBLOCK.up(validGenerationOfferBlock(currTP,o,trdBlk)) - = generationOfferMW(validGenerationOfferBlock) ; - - GENERATIONBLOCK.fx(currTP,o,trdBlk) - $ (not validGenerationOfferBlock(currTP,o,trdBlk)) = 0 ; - -* Constraint 3.1.1.2 - Fix the generation variable for generators -* that are not connected or do not have a non-zero energy offer - GENERATION.fx(offer(currTP,o)) $ (not PositiveEnergyOffer(offer)) = 0 ; - -* Constraint 5.1.1.3 - Set Upper Bound for Wind Offer - Tuong - GENERATION.up(offer(currTP,o)) - $ { windOffer(offer) and priceResponsive(offer) } - = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; - -* Change to demand bid - Constraint 3.1.1.3 and 3.1.1.4 - PURCHASEBLOCK.up(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ (not UseDSBFDemandBidModel) - = purchaseBidMW(validPurchaseBidBlock) ; - - PURCHASEBLOCK.lo(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ (not UseDSBFDemandBidModel) - = 0 ; - - PURCHASEBLOCK.up(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ UseDSBFDemandBidModel - = purchaseBidMW(currTP,bd,trdBlk) $ [purchaseBidMW(currTP,bd,trdBlk)>0]; - - PURCHASEBLOCK.lo(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ UseDSBFDemandBidModel - = purchaseBidMW(currTP,bd,trdBlk) $ [purchaseBidMW(currTP,bd,trdBlk)<0]; - - PURCHASEBLOCK.fx(currTP,bd,trdBlk) - $ (not validPurchaseBidBlock(currTP,bd,trdBlk)) - = 0 ; - -* Fix the purchase variable for purchasers that are not connected -* or do not have a non-zero purchase bid - PURCHASE.fx(currTP,bd) - $ (sum[trdBlk $ validPurchaseBidBlock(currTP,bd,trdBlk), 1] = 0) = 0 ; - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== - - -*======= HVDC TRANSMISSION EQUATIONS =========================================== - -* Ensure that variables used to specify flow and losses on HVDC link are -* zero for AC branches and for open HVDC links. - HVDCLINKFLOW.fx(currTP,br) $ (not HVDClink(currTP,br)) = 0 ; - HVDCLINKLOSSES.fx(currTP,br) $ (not HVDClink(currTP,br)) = 0 ; - -* Apply an upper bound on the weighting parameter based on its definition - LAMBDA.up(branch,bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches and for -* invalid loss segments on HVDC links - LAMBDA.fx(HVDClink,bp) - $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; - LAMBDA.fx(currTP,br,bp) $ (not HVDClink(currTP,br)) = 0 ; - -*======= HVDC TRANSMISSION EQUATIONS END ======================================= - - -*======= AC TRANSMISSION EQUATIONS ============================================= - -* Ensure that variables used to specify flow and losses on AC branches are -* zero for HVDC links branches and for open AC branches - ACBRANCHFLOW.fx(currTP,br) $ (not ACbranch(currTP,br)) = 0 ; - ACBRANCHFLOWDIRECTED.fx(currTP,br,fd) $ (not ACbranch(currTP,br)) = 0 ; - ACBRANCHLOSSESDIRECTED.fx(currTP,br,fd) $ (not ACbranch(currTP,br)) = 0 ; - -* Ensure directed block flow and loss block variables are zero for -* non-AC branches and invalid loss segments on AC branches - ACBRANCHFLOWBLOCKDIRECTED.fx(currTP,br,los,fd) - $ { not(ACbranch(currTP,br) and validLossSegment(currTP,br,los,fd)) } = 0 ; - - ACBRANCHLOSSESBLOCKDIRECTED.fx(currTP,br,los,fd) - $ { not(ACbranch(currTP,br) and validLossSegment(currTP,br,los,fd)) } = 0 ; - - -* Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses -* corresponding to the reference nodes and the HVDC nodes are set to zero - ACNODEANGLE.fx(currTP,b) - $ sum[ n $ { NodeBus(currTP,n,b) and - (ReferenceNode(currTP,n) or HVDCnode(currTP,n)) }, 1 ] = 0 ; - -*======= AC TRANSMISSION EQUATIONS END ========================================= - - -*======= RISK & RESERVE EQUATIONS ============================================== - -* Ensure that all the invalid reserve blocks are set to zero for offers and purchasers - RESERVEBLOCK.fx(offer(currTP,o),trdBlk,resC,resT) - $ (not validReserveOfferBlock(offer,trdBlk,resC,resT)) = 0 ; - - PURCHASEILRBLOCK.fx(bid(currTP,bd),trdBlk,resC) - $ (not validPurchaseBidILRBlock(bid,trdBlk,resC)) = 0 ; - -* Reserve block maximum for offers and purchasers - Constraint 3.4.3.2. - RESERVEBLOCK.up(validReserveOfferBlock(currTP,o,trdBlk,resC,resT)) - = reserveOfferMaximum(validReserveOfferBlock) ; - - PURCHASEILRBLOCK.up(validPurchaseBidILRBlock(currTP,bd,trdBlk,resC)) - = purchaseBidILRMW(validPurchaseBidILRBlock) ; - -* Fix the reserve variable for invalid reserve offers. These are offers that -* are either not connected to the grid or have no reserve quantity offered. - RESERVE.fx(currTP,o,resC,resT) - $ (not sum[ trdBlk $ validReserveOfferBlock(currTP,o,trdBlk,resC,resT), 1 ] ) = 0 ; - -* Fix the purchase ILR variable for invalid purchase reserve offers. These are -* offers that are either not connected to the grid or have no reserve quantity offered. - PURCHASEILR.fx(currTP,bd,resC) - $ (not sum[ trdBlk $ validPurchaseBidILRBlock(currTP,bd,trdBlk,resC), 1 ] ) = 0 ; - -* Risk offset fixed to zero for those not mapped to corresponding mixed constraint variable - RISKOFFSET.fx(currTP,ild,resC,riskC) - $ { useMixedConstraintRiskOffset and useMixedConstraint(currTP) and - (not sum[ t1MixCstr $ Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC),1]) - } = 0 ; - -* Fix the appropriate deficit variable to zero depending on -* whether the different CE and ECE CVP flag is set - DEFICITRESERVE.fx(currTP,ild,resC) $ diffCeECeCVP = 0 ; - DEFICITRESERVE_CE.fx(currTP,ild,resC) $ (not diffCeECeCVP) = 0 ; - DEFICITRESERVE_ECE.fx(currTP,ild,resC) $ (not diffCeECeCVP) = 0 ; - -* Virtual reserve - VIRTUALRESERVE.up(currTP,ild,resC) = virtualReserveMax(currTP,ild,resC) ; - -* TN - The code below is used to set bus deficit generation <= total bus load (positive) -$ontext - DEFICITBUSGENERATION.up(currTP,b) - $ ( sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] > 0 ) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] ; - DEFICITBUSGENERATION.fx(currTP,b) - $ ( sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] <= 0 ) - = 0 ; -$offtext -* NMIR project variables - HVDCSENT.fx(currTP,ild) $ (HVDCCapacity(currTP,ild) = 0) = 0 ; - HVDCSENTLOSS.fx(currTP,ild) $ (HVDCCapacity(currTP,ild) = 0) = 0 ; - -* (3.4.2.3) - SPD version 11.0 - SHAREDNFR.up(currTP,ild) = Max[0,sharedNFRMax(currTP,ild)] ; - -* No forward reserve sharing if HVDC capacity is zero - RESERVESHARESENT.fx(currTP,ild,resC,rd) - $ { (HVDCCapacity(currTP,ild) = 0) and (ord(rd) = 1) } = 0 ; - -* No forward reserve sharing if reserve sharing is disabled - RESERVESHARESENT.fx(currTP,ild,resC,rd) - $ (reserveShareEnabled(currTP,resC)=0) = 0; - -* No reserve sharing to cover HVDC risk - RESERVESHAREEFFECTIVE.fx(currTP,ild,resC,HVDCrisk) = 0; - RESERVESHAREEFFECTIVE.fx(currTP,ild,resC,HVDCsecRisk) = 0; - -* (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled - INZONE.fx(currTP,ild,resC,z) - $ {(ord(z) = 1) and (not reserveRoundPower(currTP,resC))} = 0; - -* (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled - INZONE.fx(currTP,ild,resC,z) - $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(currTP,resC)} = 0; - -* Fixing Lambda integer variable for energy sent - LAMBDAHVDCENERGY.fx(currTP,ild,bp) $ { (HVDCCapacity(currTP,ild) = 0) - and (ord(bp) = 1) } = 1 ; - - LAMBDAHVDCENERGY.fx(currTP,ild,bp) $ (ord(bp) > 7) = 0 ; - -* To be reviewed NMIR - LAMBDAHVDCRESERVE.fx(currTP,ild,resC,rd,rsbp) - $ { (HVDCCapacity(currTP,ild) = 0) - and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; - - LAMBDAHVDCRESERVE.fx(currTP,ild1,resC,rd,rsbp) - $ { (sum[ ild $ (not sameas(ild,ild1)), HVDCCapacity(currTP,ild) ] = 0) - and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; -; - - -*======= RISK & RESERVE EQUATIONS END ========================================== - - -*======= MIXED CONSTRAINTS ===================================================== - -* Mixed constraint - MIXEDCONSTRAINTVARIABLE.fx(currTP,t1MixCstr) - $ (not i_type1MixedConstraintVarWeight(t1MixCstr)) = 0 ; - -*======= MIXED CONSTRAINTS END ================================================= - -* Updating the variable bounds before model solve end - - -* 7d. Solve Models -* Solve the LP model --------------------------------------------------------- - if( (Sum[currTP, VSPDModel(currTP)] = 0), - - if( UseShareReserve, - option bratio = 1 ; - vSPD_NMIR.Optfile = 1 ; - vSPD_NMIR.optcr = MIPOptimality ; - vSPD_NMIR.reslim = MIPTimeLimit ; - vSPD_NMIR.iterlim = MIPIterationLimit ; - solve vSPD_NMIR using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) - or (vSPD_NMIR.modelstat = 8) ) - and ( vSPD_NMIR.solvestat = 1 ) } ; - else - option bratio = 1 ; - vSPD.reslim = LPTimeLimit ; - vSPD.iterlim = LPIterationLimit ; - solve vSPD using lp maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; - ) - -* Post a progress message to the console and for use by EMI. - if((ModelSolved = 1) and (sequentialSolve = 0), - putclose runlog 'The case: %vSPDinputData% ' - 'is solved successfully.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violation Cost : ' - TOTALPENALTYCOST.l:<12:1 / - elseif((ModelSolved = 0) and (sequentialSolve = 0)), - putclose runlog 'The case: %vSPDinputData% ' - 'is solved unsuccessfully.'/ - ) ; - - if((ModelSolved = 1) and (sequentialSolve = 1), - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved successfully.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - elseif((ModelSolved = 0) and (sequentialSolve = 1)), - loop(currTP, - unsolvedPeriod(currTP) = no; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved unsuccessfully.'/ - ) ; - - ) ; -* Solve the LP model end ----------------------------------------------------- - - -* Solve the VSPD_MIP model --------------------------------------------------- - elseif (Sum[currTP, VSPDModel(currTP)] = 1), -* Fix the values of the integer variables that are not needed - ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(currTP,br),fd) - $ { (not ACbranch(currTP,br)) or (not LossBranch(branch)) } = 0 ; - -* Fix the integer AC branch flow variable to zero for invalid branches - ACBRANCHFLOWDIRECTED_INTEGER.fx(currTP,br,fd) - $ (not branch(currTP,br)) = 0 ; - -* Apply an upper bound on the integer weighting parameter - LAMBDAINTEGER.up(branch(currTP,br),bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches -* and for invalid loss segments on HVDC links - LAMBDAINTEGER.fx(branch(currTP,br),bp) - $ { ACbranch(branch) - or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) - } = 0 ; - -* Fix the lambda integer variable to zero for invalid branches - LAMBDAINTEGER.fx(currTP,br,bp) $ (not branch(currTP,br)) = 0 ; - -* Fix the value of some binary variables used in the mixed constraints -* that have no alternate limit - MIXEDCONSTRAINTLIMIT2SELECT.fx(Type1MixedConstraint(currTP,t1MixCstr)) - $ (not Type1MixedConstraintCondition(Type1MixedConstraint)) = 0 ; - - option bratio = 1 ; - vSPD_MIP.Optfile = 1 ; - vSPD_MIP.optcr = MIPOptimality ; - vSPD_MIP.reslim = MIPTimeLimit ; - vSPD_MIP.iterlim = MIPIterationLimit ; - solve vSPD_MIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ (vSPD_MIP.modelstat = 1) or - (vSPD_MIP.modelstat = 8) - ] - and - [ vSPD_MIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - loop(currTP, - unsolvedPeriod(currTP) = no; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved successfully for FULL integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 4; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved unsuccessfully for FULL integer.'/ - ) ; - ) ; -* Solve the vSPD_MIP model end ----------------------------------------------- - - -* Solve the vSPD_BranchFlowMIP ----------------------------------------------- - elseif (Sum[currTP, VSPDModel(currTP)] = 2), -* Fix the values of these integer variables that are not needed - ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(currTP,br),fd) - $ { (not ACbranch(currTP,br)) or (not LossBranch(branch)) } = 0 ; - -* Fix the integer AC branch flow variable to zero for invalid branches - ACBRANCHFLOWDIRECTED_INTEGER.fx(currTP,br,fd) - $ (not branch(currTP,br)) = 0 ; - -* Apply an upper bound on the integer weighting parameter - LAMBDAINTEGER.up(branch(currTP,br),bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches -* and for invalid loss segments on HVDC links - LAMBDAINTEGER.fx(branch(currTP,br),bp) - $ { ACbranch(branch) - or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) - } = 0 ; - -* Fix the lambda integer variable to zero for invalid branches - LAMBDAINTEGER.fx(currTP,br,bp) $ (not branch(currTP,br)) = 0 ; - - option bratio = 1 ; - vSPD_BranchFlowMIP.Optfile = 1 ; - vSPD_BranchFlowMIP.optcr = MIPOptimality ; - vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; - vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; - solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or - (vSPD_BranchFlowMIP.modelstat = 8) - ] - and - [ vSPD_BranchFlowMIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - -* TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve - vSPD_SOS1_Solve(currTP) = yes; - - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved successfully for branch integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 4; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved unsuccessfully for branch integer.'/ - ) ; - ) ; -* Solve the vSPD_BranchFlowMIP model end ------------------------------------- - - -* Solve the vSPD_MixedConstraintMIP model ------------------------------------ - elseif (Sum[currTP, VSPDModel(currTP)] = 3), -* Fix the value of some binary variables used in the mixed constraints -* that have no alternate limit - MIXEDCONSTRAINTLIMIT2SELECT.fx(Type1MixedConstraint(currTP,t1MixCstr)) - $ (not Type1MixedConstraintCondition(Type1MixedConstraint)) = 0 ; - -* Use the advanced basis here - option bratio = 0.25 ; - vSPD_MixedConstraintMIP.Optfile = 1 ; -* Set the optimality criteria for the MIP - vSPD_MixedConstraintMIP.optcr = MIPOptimality ; - vSPD_MixedConstraintMIP.reslim = MIPTimeLimit ; - vSPD_MixedConstraintMIP.iterlim = MIPIterationLimit ; -* Solve the model - solve vSPD_MixedConstraintMIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ (vSPD_MixedConstraintMIP.modelstat = 1) or - (vSPD_MixedConstraintMIP.modelstat = 8) - ] - and - [ vSPD_MixedConstraintMIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved successfully for ' - 'mixed constraint integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved unsuccessfully for ' - 'mixed constraint integer.'/ - ) ; - ) ; -* Solve the vSPD_MixedConstraintMIP model end -------------------------------- - - -* Solve the LP model and stop ------------------------------------------------ - elseif (Sum[currTP, VSPDModel(currTP)] = 4), - - if( UseShareReserve, - option bratio = 1 ; - vSPD_NMIR.Optfile = 1 ; - vSPD_NMIR.optcr = MIPOptimality ; - vSPD_NMIR.reslim = MIPTimeLimit ; - vSPD_NMIR.iterlim = MIPIterationLimit ; - solve vSPD_NMIR using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) - or (vSPD_NMIR.modelstat = 8) ) - and ( vSPD_NMIR.solvestat = 1 ) } ; - else - option bratio = 1 ; - vSPD.reslim = LPTimeLimit ; - vSPD.iterlim = LPIterationLimit ; - solve vSPD using lp maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; - ) - -* Post a progress message for use by EMI. - if( ModelSolved = 1, - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ')' - ' integer resolve was unsuccessful.' / - 'Reverting back to linear solve and ' - 'solve successfully. ' / - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - 'Solution may have circulating flows ' - 'and/or non-physical losses.' / - ) ; - else - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl - ') integer solve was unsuccessful. ' - 'Reverting back to linear solve. ' - 'Linear solve unsuccessful.' / - ) ; - ) ; - - unsolvedPeriod(currTP) = no; - -* Solve the LP model and stop end -------------------------------------------- - - ) ; -* Solve the models end - - - -* 6e. Check if the LP results are valid -------------------------------------- - if((ModelSolved = 1), - useBranchFlowMIP(currTP) = 0 ; - useMixedConstraintMIP(currTP) = 0 ; -* Check if there is no branch circular flow and non-physical losses - Loop( currTP $ { (VSPDModel(currTP)=0) or (VSPDModel(currTP)=3) } , - -* Check if there are circulating branch flows on loss AC branches - circularBranchFlowExist(ACbranch(currTP,br)) - $ { LossBranch(ACbranch) and - [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] - - abs(ACBRANCHFLOW.l(ACbranch)) - ) > circularBranchFlowTolerance - ] - } = 1 ; - -* Determine the circular branch flow flag on each HVDC pole - TotalHVDCpoleFlow(currTP,pole) - = sum[ br $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW.l(currTP,br) ] ; - - MaxHVDCpoleFlow(currTP,pole) - = smax[ br $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW.l(currTP,br) ] ; - - poleCircularBranchFlowExist(currTP,pole) - $ { ( TotalHVDCpoleFlow(currTP,pole) - - MaxHVDCpoleFlow(currTP,pole) - ) > circularBranchFlowTolerance - } = 1 ; - -* Check if there are circulating branch flows on HVDC - NorthHVDC(currTP) - = sum[ (ild,b,br) $ { (ord(ild) = 2) and - i_tradePeriodBusIsland(currTP,b,ild) and - HVDClinkSendingBus(currTP,br,b) and - HVDCpoles(currTP,br) - }, HVDCLINKFLOW.l(currTP,br) - ] ; - - SouthHVDC(currTP) - = sum[ (ild,b,br) $ { (ord(ild) = 1) and - i_tradePeriodBusIsland(currTP,b,ild) and - HVDClinkSendingBus(currTP,br,b) and - HVDCpoles(currTP,br) - }, HVDCLINKFLOW.l(currTP,br) - ] ; - - circularBranchFlowExist(currTP,br) - $ { HVDCpoles(currTP,br) and LossBranch(currTP,br) and - (NorthHVDC(currTP) > circularBranchFlowTolerance) and - (SouthHVDC(currTP) > circularBranchFlowTolerance) - } = 1 ; - -* Check if there are non-physical losses on HVDC links - ManualBranchSegmentMWFlow(LossBranch(HVDClink(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(HVDClink) ) - and validLossSegment(currTP,br,los,fd) } - = Min[ Max( 0, - [ abs(HVDCLINKFLOW.l(HVDClink)) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(HVDClink,los,fd) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualLossCalculation(LossBranch(HVDClink(currTP,br))) - = sum[ (los,fd) $ validLossSegment(currTP,br,los,fd) - , LossSegmentFactor(HVDClink,los,fd) - * ManualBranchSegmentMWFlow(HVDClink,los,fd) - ] ; - - NonPhysicalLossExist(LossBranch(HVDClink(currTP,br))) - $ { abs( HVDCLINKLOSSES.l(HVDClink) - - ManualLossCalculation(HVDClink) - ) > NonPhysicalLossTolerance - } = 1 ; - -* Set UseBranchFlowMIP = 1 if the number of circular branch flow -* and non-physical loss branches exceeds the specified tolerance - useBranchFlowMIP(currTP) - $ { ( sum[ br $ { ACbranch(currTP,br) and LossBranch(currTP,br) } - , resolveCircularBranchFlows - * circularBranchFlowExist(currTP,br) - ] - + sum[ br $ { HVDClink(currTP,br) and LossBranch(currTP,br) } - , (1 - AllowHVDCroundpower(currTP)) - * resolveCircularBranchFlows - * circularBranchFlowExist(currTP,br) - + resolveHVDCnonPhysicalLosses - * NonPhysicalLossExist(currTP,br) - ] - + sum[ pole, resolveCircularBranchFlows - * poleCircularBranchFlowExist(currTP,pole) - ] - ) > UseBranchFlowMIPTolerance - } = 1 ; - -* Check if there is no branch circular flow and non-physical losses end - ); - - -* Check if there is mixed constraint integer is required - Loop( currTP $ { (VSPDModel(currTP)=0) or (VSPDModel(currTP)=2) } , - -* Check if integer variables are needed for mixed constraint - if( useMixedConstraintRiskOffset, - HVDChalfPoleSouthFlow(currTP) - $ { sum[ i_type1MixedConstraintBranchCondition(t1MixCstr,br) - $ HVDChalfPoles(currTP,br), HVDCLINKFLOW.l(currTP,br) - ] > MixedMIPTolerance - } = 1 ; - -* Only calculate violation if the constraint limit is non-zero - Type1MixedConstraintLimit2Violation(Type1MixedConstraintCondition) - $ (Type1MixedConstraintLimit2(Type1MixedConstraintCondition) > 0) - = [ Type1MixedConstraintLE.l(Type1MixedConstraintCondition) - - Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = -1) - + [ Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - - Type1MixedConstraintGE.l(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = 1) - + abs[ Type1MixedConstraintEQ.l(Type1MixedConstraintCondition) - - Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = 0) ; - -* Integer constraints are needed if southward flow on half-poles AND -* constraint level exceeds the mixed constraint limit2 value - useMixedConstraintMIP(currTP) - $ { HVDChalfPoleSouthFlow(currTP) and - sum[ t1MixCstr - $ { Type1MixedConstraintLimit2Violation(currTP,t1MixCstr) - > MixedMIPTolerance }, 1 - ] - } = 1 ; - ) ; - -* Check if there is mixed constraint integer is required end - ); - -* A period is unsolved if MILP model is required - unsolvedPeriod(currTP) = yes $ [ UseBranchFlowMIP(currTP) - + UseMixedConstraintMIP(currTP) - ] ; - -* Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. - loop( unsolvedPeriod(currTP), - if( UseBranchFlowMIP(currTP)*UseMixedConstraintMIP(currTP) >= 1, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - - elseif UseBranchFlowMIP(currTP) >= 1, - if( VSPDModel(currTP) = 0, - VSPDModel(currTP) = 2; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'vSPD_BranchFlowMIP resolve for period ' - currTP.tl '. Switching Vectorisation OFF.'/ - elseif VSPDModel(currTP) = 3, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - ); - - elseif UseMixedConstraintMIP(currTP) >= 1, - if( VSPDModel(currTP) = 0, - VSPDModel(currTP) = 3; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'vSPD_MixedConstraintMIP resolve for period ' - currTP.tl '. Switching Vectorisation OFF.' / - elseif VSPDModel(currTP) = 2, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - ); - - ) ; - - ) ; - - sequentialSolve $ Sum[ unsolvedPeriod(currTP), 1 ] = 1 ; - exitLoop = 1 $ Sum[ unsolvedPeriod(currTP), 1 ]; - -* Check if the LP results are valid end - ) ; - - - -* 6f. Check for disconnected nodes and adjust prices accordingly ------------- - -* See Rule Change Proposal August 2008 - Disconnected nodes available at -* www.systemoperator.co.nz/reports-papers -$ontext - Disconnected nodes are defined as follows: - Pre-MSP: Have no generation or load, are disconnected from the network - and has a price = CVP. - Post-MSP: Indication to SPD whether a bus is dead or not. - Dead buses are not processed by the SPD solved - Disconnected nodes' prices set by the post-process with the following rules: - Scenario A/B/D: Price for buses in live electrical island determined - by the solved - Scenario C/F/G/H/I: Buses in the dead electrical island with: - a. Null/zero load: Marked as disconnected with $0 price. - b. Positive load: Price = CVP for deficit generation - c. Negative load: Price = -CVP for surplus generation - Scenario E: Price for bus in live electrical island with zero load needs to - be adjusted since actually is disconnected. - - The Post-MSP implementation imply a mapping of a bus to an electrical island - and an indication of whether this electrical island is live of dead. - The correction of the prices is performed by SPD. - - Update the disconnected nodes logic to use the time-stamped - i_useBusNetworkModel flag. This allows disconnected nodes logic to work - with both pre and post-MSP data structure in the same gdx file -$offtext - - busGeneration(bus(currTP,b)) - = sum[ (o,n) $ { offerNode(currTP,o,n) and NodeBus(currTP,n,b) } - , NodeBusAllocationFactor(currTP,n,b) * GENERATION.l(currTP,o) - ] ; - - busLoad(bus(currTP,b)) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] ; - - busPrice(bus(currTP,b)) $ { not sum[ NodeBus(HVDCnode(currTP,n),b), 1 ] } - = ACnodeNetInjectionDefinition2.m(currTP,b) ; - - busPrice(bus(currTP,b)) $ sum[ NodeBus(HVDCnode(currTP,n),b), 1 ] - = DCNodeNetInjection.m(currTP,b) ; - - if((disconnectedNodePriceCorrection = 1), -* Pre-MSP case - busDisconnected(bus(currTP,b)) $ (i_useBusNetworkModel(currTP) = 0) - = 1 $ { (busGeneration(bus) = 0) and (busLoad(bus) = 0) and - ( not sum[ br $ { branchBusConnect(currTP,br,b) and - branch(currTP,br) - }, 1 ] - ) - } ; - -* Post-MSP cases -* Scenario C/F/G/H/I: - busDisconnected(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) - and (busLoad(bus) = 0) - and (busElectricalIsland(bus) = 0) - } = 1 ; -* Scenario E: - busDisconnected(bus(currTP,b)) - $ { ( sum[ b1 $ { busElectricalIsland(currTP,b1) - = busElectricalIsland(bus) } - , busLoad(currTP,b1) ] = 0 - ) and - ( busElectricalIsland(bus) > 0 ) and - ( i_useBusNetworkModel(currTP) = 1 ) - } = 1 ; -* Set prices at dead buses with non-zero load - busPrice(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) and - (busLoad(bus) > 0) and - (busElectricalIsland(bus)= 0) - } = DeficitBusGenerationPenalty ; - - busPrice(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) and - (busLoad(bus) < 0) and - (busElectricalIsland(bus)= 0) - } = -SurplusBusGenerationPenalty ; - -* Set price at identified disconnected buses to 0 - busPrice(bus)$busDisconnected(bus) = 0 ; - ) ; - -* End Check for disconnected nodes and adjust prices accordingly - -* TN - Replacing invalid prices after SOS1 -* 6f0. Replacing invalid prices after SOS1 (6.1.3)---------------------------- - if ( vSPD_SOS1_Solve(tp), - busSOSinvalid(tp,b) - = 1 $ { [ ( busPrice(tp,b) = 0 ) - or ( busPrice(tp,b) > 0.9 * deficitBusGenerationPenalty ) - or ( busPrice(tp,b) < -0.9 * surplusBusGenerationPenalty ) - ] - and bus(tp,b) - and [ not busDisconnected(tp,b) ] -* and [ busLoad(tp,b) = 0 ] -* and [ busGeneration(tp,b) = 0 ] - and [ busLoad(tp,b) = busGeneration(tp,b) ] - and [ sum[(br,fd) - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , ACBRANCHFLOWDIRECTED.l(tp,br,fd) - ] = 0 - ] - and [ sum[ br - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , 1 - ] > 0 - ] - }; - numberofbusSOSinvalid(tp) = 2*sum[b, busSOSinvalid(tp,b)]; - While ( sum[b, busSOSinvalid(tp,b)] < numberofbusSOSinvalid(tp) , - numberofbusSOSinvalid(tp) = sum[b, busSOSinvalid(tp,b)]; - busPrice(tp,b) - $ { busSOSinvalid(tp,b) - and ( sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 - ] - }, 1 - ] > 0 - ) - } - = sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 ] - }, busPrice(tp,b1) - ] - / sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 ] - }, 1 - ]; - - busSOSinvalid(tp,b) - = 1 $ { [ ( busPrice(tp,b) = 0 ) - or ( busPrice(tp,b) > 0.9 * deficitBusGenerationPenalty ) - or ( busPrice(tp,b) < -0.9 * surplusBusGenerationPenalty ) - ] - and bus(tp,b) - and [ not busDisconnected(tp,b) ] -* and [ busLoad(tp,b) = 0 ] -* and [ busGeneration(tp,b) = 0 ] - and [ busLoad(tp,b) = busGeneration(tp,b) ] - and [ sum[(br,fd) - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , ACBRANCHFLOWDIRECTED.l(tp,br,fd) - ] = 0 - ] - and [ sum[ br - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , 1 - ] > 0 - ] - }; - ); - ); -* End Replacing invalid prices after SOS1 (6.1.3) ---------------------------- - - -* 6g. Collect and store results of solved periods into output parameters ----- -* Note: all the price relating outputs such as costs and revenues are calculated in section 7.b - -$iftheni.PeriodReport %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3.gms" -$elseifi.PeriodReport %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_3.gms" -$elseifi.PeriodReport %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_3.gms" -$elseifi.PeriodReport %opMode%=='DPS' $include "Demand\vSPDSolveDPS_3.gms" - -$else.PeriodReport -* Normal vSPD run post processing for reporting -$onend - Loop i_dateTimeTradePeriodMap(dt,currTP) $ (not unsolvedPeriod(currTP)) do -* Reporting at trading period start -* Node level output - o_node(dt,n) $ {Node(currTP,n) and (not HVDCnode(currTP,n))} = yes ; - - o_nodeGeneration_TP(dt,n) $ Node(currTP,n) - = sum[ o $ offerNode(currTP,o,n), GENERATION.l(currTP,o) ] ; - - o_nodeLoad_TP(dt,n) $ Node(currTP,n) - = NodeDemand(currTP,n) - + Sum[ bd $ bidNode(currTP,bd,n), PURCHASE.l(currTP,bd) ]; - - o_nodePrice_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * busPrice(currTP,b) - ] ; - -* Offer output - o_offer(dt,o) $ offer(currTP,o) = yes ; - - o_offerEnergy_TP(dt,o) $ offer(currTP,o) = GENERATION.l(currTP,o) ; - - o_offerFIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,resT)$(ord(resC) = 1) - , RESERVE.l(currTP,o,resC,resT) ] ; - - o_offerSIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,resT)$(ord(resC) = 2) - , RESERVE.l(currTP,o,resC,resT) ] ; - -* Bus level output - o_bus(dt,b) $ { bus(currTP,b) and (not DCBus(currTP,b)) } = yes ; - - o_busGeneration_TP(dt,b) $ bus(currTP,b) = busGeneration(currTP,b) ; - - o_busLoad_TP(dt,b) $ bus(currTP,b) - = busLoad(currTP,b) - + Sum[ (bd,n) $ { bidNode(currTP,bd,n) and NodeBus(currTP,n,b) } - , PURCHASE.l(currTP,bd) ]; - - o_busPrice_TP(dt,b) $ bus(currTP,b) = busPrice(currTP,b) ; - - o_busDeficit_TP(dt,b)$bus(currTP,b) = DEFICITBUSGENERATION.l(currTP,b) ; - - o_busSurplus_TP(dt,b)$bus(currTP,b) = SURPLUSBUSGENERATION.l(currTP,b) ; - -* Node level output - - totalBusAllocation(dt,b) $ bus(currTP,b) - = sum[ n $ Node(currTP,n), NodeBusAllocationFactor(currTP,n,b)]; - - busNodeAllocationFactor(dt,b,n) $ (totalBusAllocation(dt,b) > 0) - = NodeBusAllocationFactor(currTP,n,b) / totalBusAllocation(dt,b) ; - -* TN - post processing unmapped generation deficit buses start -$ontext -The following code is added post-process generation deficit bus that is not -mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a -deficit is detected at a bus that does not map directly to a pnode, SPD creates -a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a -pnode. The price at the deficit bus is assigned directly to the pnode, -overwriting any weighted price that post-processing originally calculated for -the pnode. This is based on email from Nic Deller -on 25 Feb 2015. -The code is modified again on 16 Feb 2016 to avoid infinite loop when there are -many generation deficit buses. -This code is used to post-process generation deficit bus that is not mapped to -$offtext - unmappedDeficitBus(dt,b) $ o_busDeficit_TP(dt,b) - = yes $ (Sum[ n, busNodeAllocationFactor(dt,b,n)] = 0); - - changedDeficitBus(dt,b) = no; - - If Sum[b $ unmappedDeficitBus(dt,b), 1] then - - temp_busDeficit_TP(dt,b) = o_busDeficit_TP(dt,b); - - Loop b $ unmappedDeficitBus(dt,b) do - o_busDeficit_TP(dt,b1) - $ { Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] - } = o_busDeficit_TP(dt,b1) + o_busDeficit_TP(dt,b) ; - - changedDeficitBus(dt,b1) - $ Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] = yes; - - unmappedDeficitBus(dt,b) = no; - changedDeficitBus(dt,b) = no; - o_busDeficit_TP(dt,b) = 0; - EndLoop; - - Loop n $ sum[ b $ changedDeficitBus(dt,b) - , busNodeAllocationFactor(dt,b,n)] do - o_nodePrice_TP(dt,n) = deficitBusGenerationPenalty ; - o_nodeDeficit_TP(dt,n) = sum[ b $ busNodeAllocationFactor(dt,b,n), - busNodeAllocationFactor(dt,b,n) - * o_busDeficit_TP(dt,b) ] ; - EndLoop; - - o_busDeficit_TP(dt,b) = temp_busDeficit_TP(dt,b); - Endif; -* TN - post processing unmapped generation deficit buses end - - o_nodeDeficit_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b), busNodeAllocationFactor(dt,b,n) - * DEFICITBUSGENERATION.l(currTP,b) ] ; - - o_nodeSurplus_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b), busNodeAllocationFactor(dt,b,n) - * SURPLUSBUSGENERATION.l(currTP,b) ] ; - -* branch output - o_branch(dt,br) $ branch(currTP,br) = yes ; - - o_branchFlow_TP(dt,br) $ ACbranch(currTP,br) = ACBRANCHFLOW.l(currTP,br); - - o_branchFlow_TP(dt,br) $ HVDClink(currTP,br) = HVDCLINKFLOW.l(currTP,br); - - o_branchDynamicLoss_TP(dt,br) $ ACbranch(currTP,br) - = sum[ fd, ACBRANCHLOSSESDIRECTED.l(currTP,br,fd) ] ; - - o_branchDynamicLoss_TP(dt,br) $ HVDClink(currTP,br) - = HVDCLINKLOSSES.l(currTP,br) ; - - o_branchFixedLoss_TP(dt,br) $ branch(currTP,br) - = branchFixedLoss(currTP,br) ; - - o_branchTotalLoss_TP(dt,br) $ branch(currTP,br) - = o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br) ; - - o_branchFromBus_TP(dt,br,frB) - $ { branch(currTP,br) and - sum[ toB $ branchBusDefn(currTP,br,frB,toB), 1 ] - } = yes ; - - o_branchToBus_TP(dt,br,toB) - $ { branch(currTP,br) and - sum[ frB $ branchBusDefn(currTP,br,frB,toB), 1 ] - } = yes ; - - o_branchMarginalPrice_TP(dt,br) $ ACbranch(currTP,br) - = sum[ fd, ACbranchMaximumFlow.m(currTP,br,fd) ] ; - - o_branchMarginalPrice_TP(dt,br) $ HVDClink(currTP,br) - = HVDClinkMaximumFlow.m(currTP,br) ; - - o_branchCapacity_TP(dt,br) $ branch(currTP,br) - = sum[ fd $ ( ord(fd) = 1 ) - , i_tradePeriodBranchCapacityDirected(currTP,br,fd) - ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum[ fd $ ( ord(fd) = 2 ) - , i_tradePeriodBranchCapacityDirected(currTP,br,fd) - ] $ { o_branchFlow_TP(dt,br) < 0 } ; - - -* Offer output - o_offerEnergyBlock_TP(dt,o,trdBlk) - = GENERATIONBLOCK.l(currTP,o,trdBlk); - - o_offerFIRBlock_TP(dt,o,trdBlk,resT) - = sum[ resC $ (ord(resC) = 1) - , RESERVEBLOCK.l(currTP,o,trdBlk,resC,resT)]; - - o_offerSIRBlock_TP(dt,o,trdBlk,resT) - = sum[ resC $ (ord(resC) = 2) - , RESERVEBLOCK.l(currTP,o,trdBlk,resC,resT)]; - -* bid output - o_bid(dt,bd) $ bid(currTP,bd) = yes ; - - o_bidEnergy_TP(dt,bd) $ bid(currTP,bd) = PURCHASE.l(currTP,bd) ; - - o_bidFIR_TP(dt,bd) $ bid(currTP,bd) - = sum[ resC $ (ord(resC) = 1) - , PURCHASEILR.l(currTP,bd,resC) ] ; - - o_bidSIR_TP(dt,bd) $ bid(currTP,bd) - = sum[ resC $ (ord(resC) = 2) - , PURCHASEILR.l(currTP,bd,resC) ] ; - - o_bidTotalMW_TP(dt,bd) $ bid(currTP,bd) - = sum[ trdBlk, purchaseBidMW(currTP,bd,trdBlk) ] ; - -* Violation reporting based on the CE and ECE - o_ResViolation_TP(dt,ild,resC) - = DEFICITRESERVE.l(currTP,ild,resC) $ (not diffCeECeCVP) - + DEFICITRESERVE_CE.l(currTP,ild,resC) $ (diffCeECeCVP) - + DEFICITRESERVE_ECE.l(currTP,ild,resC) $ (diffCeECeCVP) ; - - o_FIRviolation_TP(dt,ild) - = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(dt,ild,resC) ] ; - - o_SIRviolation_TP(dt,ild) - = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(dt,ild,resC) ] ; - -* Security constraint data - o_brConstraint_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) = yes ; - - o_brConstraintSense_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = branchConstraintSense(currTP,brCstr) ; - - o_brConstraintLHS_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = [ branchSecurityConstraintLE.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = -1) ] - + [ branchSecurityConstraintGE.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 1) ] - + [ branchSecurityConstraintEQ.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 0) ] ; - - o_brConstraintRHS_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = branchConstraintLimit(currTP,brCstr) ; - - o_brConstraintPrice_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = [ branchSecurityConstraintLE.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = -1) ] - + [ branchSecurityConstraintGE.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 1) ] - + [ branchSecurityConstraintEQ.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 0) ] ; - -* Mnode constraint data - o_MnodeConstraint_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) = yes ; - - o_MnodeConstraintSense_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = MnodeConstraintSense(currTP,MnodeCstr) ; - - o_MnodeConstraintLHS_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = [ MnodeSecurityConstraintLE.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = -1) ] - + [ MnodeSecurityConstraintGE.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 1) ] - + [ MnodeSecurityConstraintEQ.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 0) ] ; - - o_MnodeConstraintRHS_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = MnodeConstraintLimit(currTP,MnodeCstr) ; - - o_MnodeConstraintPrice_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = [ MnodeSecurityConstraintLE.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = -1) ] - + [ MnodeSecurityConstraintGE.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 1) ] - + [ MnodeSecurityConstraintEQ.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 0) ] ; - -* Island output - o_island(dt,ild) = yes ; - - o_ResPrice_TP(dt,ild,resC)= IslandReserveCalculation.m(currTP,ild,resC); - - o_FIRprice_TP(dt,ild) = sum[ resC $ (ord(resC) = 1) - , o_ResPrice_TP(dt,ild,resC) ]; - - o_SIRprice_TP(dt,ild) = sum[ resC $ (ord(resC) = 2) - , o_ResPrice_TP(dt,ild,resC) ]; - - o_islandGen_TP(dt,ild) - = sum[ b $ busIsland(currTP,b,ild), busGeneration(currTP,b) ] ; - - o_islandClrBid_TP(dt,ild) - = sum[ bd $ bidIsland(currTP,bd,ild), PURCHASE.l(currTP,bd) ] ; - - o_islandLoad_TP(dt,ild) - = sum[ b $ busIsland(currTP,b,ild), busLoad(currTP,b) ] - + o_islandClrBid_TP(dt,ild) ; - - o_ResCleared_TP(dt,ild,resC) = ISLANDRESERVE.l(currTP,ild,resC); - - o_FirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 1) - , o_ResCleared_TP(dt,ild,resC) ]; - - o_SirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 2) - , o_ResCleared_TP(dt,ild,resC) ]; - - o_islandBranchLoss_TP(dt,ild) - = sum[ (br,frB,toB) - $ { ACbranch(currTP,br) and busIsland(currTP,toB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, o_branchTotalLoss_TP(dt,br) ] ; - - o_HVDCflow_TP(dt,ild) - = sum[ (br,frB,toB) - $ { HVDCpoles(currTP,br) and busIsland(currTP,frB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, o_branchFlow_TP(dt,br) ] ; - - o_HVDChalfPoleLoss_TP(dt,ild) - = sum[ (br,frB,toB) $ { HVDChalfPoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - busIsland(currTP,frB,ild) - }, o_branchTotalLoss_TP(dt,br) - ] ; - - o_HVDCpoleFixedLoss_TP(dt,ild) - = sum[ (br,frB,toB) $ { HVDCpoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - ( busIsland(currTP,toB,ild) or - busIsland(currTP,frB,ild) - ) - }, 0.5 * o_branchFixedLoss_TP(dt,br) - ] ; - - o_HVDCloss_TP(dt,ild) - = o_HVDChalfPoleLoss_TP(dt,ild) - + o_HVDCpoleFixedLoss_TP(dt,ild) - + sum[ (br,frB,toB) $ { HVDClink(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - (not (busIsland(currTP,frB,ild))) - }, o_branchDynamicLoss_TP(dt,br) - ] ; - -* TN - The code below is added for NMIR project ================================ - o_EffectiveRes_TP(dt,ild,resC,riskC) $ reserveShareEnabled(currTP,resC) - = RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ; - - If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(currTP,resC)] then - - o_FirSent_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 1) - , RESERVESHARESENT.l(currTP,ild,resC,rd)]; - - o_FirReceived_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 1) - , RESERVESHARERECEIVED.l(currTP,ild,resC,rd) ]; - - o_FirEffective_TP(dt,ild,riskC) - = Sum[ resC $ (ord(resC) = 1), - RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - o_FirEffReport_TP(dt,ild) - = Smax[ (resC,riskC) $ (ord(resC)=1) - , RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - Endif; - - If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(currTP,resC)] then - - o_SirSent_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 2), - RESERVESHARESENT.l(currTP,ild,resC,rd) ]; - - o_SirReceived_TP(dt,ild) - = Sum[ (fd,resC) $ (ord(resC) = 2), - RESERVESHARERECEIVED.l(currTP,ild,resC,fd) ]; - - o_SirEffective_TP(dt,ild,riskC) - = Sum[ resC $ (ord(resC) = 2), - RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - o_SirEffReport_TP(dt,ild) - = Smax[ (resC,riskC) $ (ord(resC)=2) - , RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - Endif; - - -* TN - The code for NMIR project end =========================================== - -* Additional output for audit reporting - o_ACbusAngle(dt,b) = ACNODEANGLE.l(currTP,b) ; - -* Check if there are non-physical losses on AC branches - ManualBranchSegmentMWFlow(LossBranch(ACbranch(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(ACbranch) ) - and validLossSegment(ACbranch,los,fd) - and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) - } - = Min[ Max( 0, - [ abs(o_branchFlow_TP(dt,br)) - - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(ACbranch,los,fd) - - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualBranchSegmentMWFlow(LossBranch(HVDClink(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(HVDClink) ) - and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) - } - = Min[ Max( 0, - [ abs(o_branchFlow_TP(dt,br)) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(HVDClink,los,fd) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualLossCalculation(LossBranch(branch(currTP,br))) - = sum[ (los,fd), LossSegmentFactor(branch,los,fd) - * ManualBranchSegmentMWFlow(branch,los,fd) ] ; - - o_nonPhysicalLoss(dt,br) = o_branchDynamicLoss_TP(dt,br) - - ManualLossCalculation(currTP,br) ; - - o_lossSegmentBreakPoint(dt,br,los) - = sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 1) - }, LossSegmentMW(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 2) - }, LossSegmentMW(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) < 0 } - ; - - o_lossSegmentFactor(dt,br,los) - = sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 1) - }, LossSegmentFactor(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 2) - }, LossSegmentFactor(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) < 0 } - ; - - o_busIsland_TP(dt,b,ild) $ busIsland(currTP,b,ild) = yes ; - - o_PLRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,PLSRReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,PLSRReserveType) ] ; - - o_PLRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,PLSRReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,PLSRReserveType)] ; - - o_TWRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,TWDRReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,TWDRReserveType)] ; - - o_TWRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,TWDRReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,TWDRReserveType)] ; - - o_ILRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,ILReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,ILReserveType)] ; - - o_ILRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,ILReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,ILReserveType)] ; - - o_ILbus_FIR_TP(dt,b) = sum[ (o,n) $ { NodeBus(currTP,n,b) and - offerNode(currTP,o,n) - }, o_ILRO_FIR_TP(dt,o) ] ; - - o_ILbus_SIR_TP(dt,b) = sum[ (o,n) $ { NodeBus(currTP,n,b) and - offerNode(currTP,o,n) - }, o_ILRO_SIR_TP(dt,o) ] ; - - o_marketNodeIsland_TP(dt,o,ild) - $ sum[ n $ { offerIsland(currTP,o,ild) and - offerNode(currTP,o,n) and - (o_nodeLoad_TP(dt,n) = 0) - },1 - ] = yes ; - - o_generationRiskLevel(dt,ild,o,resC,GenRisk) - = GENISLANDRISK.l(currTP,ild,o,resC,GenRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,GenRisk) - ; - - o_generationRiskPrice(dt,ild,o,resC,GenRisk) - = GenIslandRiskCalculation_1.m(currTP,ild,o,resC,GenRisk) ; - - o_HVDCriskLevel(dt,ild,resC,HVDCrisk) - = ISLANDRISK.l(currTP,ild,resC,HVDCrisk) ; - - o_HVDCriskPrice(dt,ild,resC,HVDCrisk) - = HVDCIslandRiskCalculation.m(currTP,ild,resC,HVDCrisk) ; - - o_manuRiskLevel(dt,ild,resC,ManualRisk) - = ISLANDRISK.l(currTP,ild,resC,ManualRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,ManualRisk) - ; - - o_manuRiskPrice(dt,ild,resC,ManualRisk) - = ManualIslandRiskCalculation.m(currTP,ild,resC,ManualRisk) ; - - o_genHVDCriskLevel(dt,ild,o,resC,HVDCsecRisk) - = HVDCGENISLANDRISK.l(currTP,ild,o,resC,HVDCsecRisk) ; - - o_genHVDCriskPrice(dt,ild,o,resC,HVDCsecRisk(riskC)) - = HVDCIslandSecRiskCalculation_GEN_1.m(currTP,ild,o,resC,riskC) ; - - o_manuHVDCriskLevel(dt,ild,resC,HVDCsecRisk) - = HVDCMANISLANDRISK.l(currTP,ild,resC,HVDCsecRisk); - - o_manuHVDCriskPrice(dt,ild,resC,HVDCsecRisk(riskC)) - = HVDCIslandSecRiskCalculation_Manu_1.m(currTP,ild,resC,riskC) ; - - o_generationRiskGroupLevel(dt,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk) - = GENISLANDRISKGROUP.l(currTP,ild,rg,resC,GenRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,GenRisk) - ; - - o_generationRiskGroupPrice(dt,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk) - = GenIslandRiskGroupCalculation_1.m(currTP,ild,rg,resC,GenRisk) ; - -* FIR and SIR required based on calculations of the island risk to -* overcome reporting issues of the risk setter under degenerate -* conditions when reserve price = 0 - See below - - o_ReserveReqd_TP(dt,ild,resC) - = Max[ 0, - smax[(o,GenRisk) , o_generationRiskLevel(dt,ild,o,resC,GenRisk)], - smax[ HVDCrisk , o_HVDCriskLevel(dt,ild,resC,HVDCrisk) ] , - smax[ ManualRisk , o_manuRiskLevel(dt,ild,resC,ManualRisk) ] , - smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(dt,ild,o,resC,HVDCsecRisk) ] , - smax[ HVDCsecRisk , o_manuHVDCriskLevel(dt,ild,resC,HVDCsecRisk) ] , - smax[ (rg,GenRisk) , o_generationRiskGroupLevel(dt,ild,rg,resC,GenRisk) ] - ] ; - - o_FIRreqd_TP(dt,ild) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(dt,ild,resC) ] ; - o_SIRreqd_TP(dt,ild) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(dt,ild,resC) ] ; - -* Summary reporting by trading period - o_solveOK_TP(dt) = ModelSolved ; - - o_systemCost_TP(dt) = SYSTEMCOST.l(currTP) ; - - o_systemBenefit_TP(dt) = SYSTEMBENEFIT.l(currTP) ; - - o_penaltyCost_TP(dt) = SYSTEMPENALTYCOST.l(currTP) ; - - o_ofv_TP(dt) = o_systemBenefit_TP(dt) - - o_systemCost_TP(dt) - - o_penaltyCost_TP(dt); - - -* Separete violation reporting at trade period level - o_defGenViolation_TP(dt) = sum[ b, o_busDeficit_TP(dt,b) ] ; - - o_surpGenViolation_TP(dt) = sum[ b, o_busSurplus_TP(dt,b) ] ; - - o_surpBranchFlow_TP(dt) - = sum[ br$branch(currTP,br), SURPLUSBRANCHFLOW.l(currTP,br) ] ; - - o_defRampRate_TP(dt) - = sum[ o $ offer(currTP,o), DEFICITRAMPRATE.l(currTP,o) ] ; - - o_surpRampRate_TP(dt) - = sum[ o $ offer(currTP,o), SURPLUSRAMPRATE.l(currTP,o) ] ; - - o_surpBranchGroupConst_TP(dt) - = sum[ brCstr $ branchConstraint(currTP,brCstr) - , SURPLUSBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) ] ; - - o_defBranchGroupConst_TP(dt) - = sum[ brCstr $ branchConstraint(currTP,brCstr) - , DEFICITBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) ] ; - - o_defMnodeConst_TP(dt) - = sum[ MnodeCstr $ MnodeConstraint(currTP,MnodeCstr) - , DEFICITMnodeCONSTRAINT.l(currTP,MnodeCstr) ] ; - - o_surpMnodeConst_TP(dt) - = sum[ MnodeCstr $ MnodeConstraint(currTP,MnodeCstr) - , SURPLUSMnodeCONSTRAINT.l(currTP,MnodeCstr) ] ; - - o_defACnodeConst_TP(dt) - = sum[ ACnodeCstr $ ACnodeConstraint(currTP,ACnodeCstr) - , DEFICITACnodeCONSTRAINT.l(currTP,ACnodeCstr) ] ; - - o_surpACnodeConst_TP(dt) - = sum[ ACnodeCstr $ ACnodeConstraint(currTP,ACnodeCstr) - , SURPLUSACnodeCONSTRAINT.l(currTP,ACnodeCstr) ] ; - - o_defT1MixedConst_TP(dt) - = sum[ t1MixCstr $ Type1MixedConstraint(currTP,t1MixCstr) - , DEFICITTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) ] ; - - o_surpT1MixedConst_TP(dt) - = sum[ t1MixCstr $ Type1MixedConstraint(currTP,t1MixCstr) - , SURPLUSTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) ] ; - - o_defGenericConst_TP(dt) - = sum[ gnrcCstr $ GenericConstraint(currTP,gnrcCstr) - , DEFICITGENERICCONSTRAINT.l(currTP,gnrcCstr) ] ; - - o_surpGenericConst_TP(dt) - = sum[ gnrcCstr $ GenericConstraint(currTP,gnrcCstr) - , SURPLUSGENERICCONSTRAINT.l(currTP,gnrcCstr) ] ; - - o_defResv_TP(dt) - = sum[ (ild,resC) , o_ResViolation_TP(dt,ild,resC) ] ; - - o_totalViolation_TP(dt) - = o_defGenViolation_TP(dt) + o_surpGenViolation_TP(dt) - + o_defRampRate_TP(dt) + o_surpRampRate_TP(dt) - + o_defBranchGroupConst_TP(dt) + o_surpBranchGroupConst_TP(dt) - + o_defMnodeConst_TP(dt) + o_surpMnodeConst_TP(dt) - + o_defACnodeConst_TP(dt) + o_surpACnodeConst_TP(dt) - + o_defT1MixedConst_TP(dt) + o_surpT1MixedConst_TP(dt) - + o_defGenericConst_TP(dt) + o_surpGenericConst_TP(dt) - + o_defResv_TP(dt) + o_surpBranchFlow_TP(dt) ; - -* Virtual reserve - o_vrResMW_TP(dt,ild,resC) = VIRTUALRESERVE.l(currTP,ild,resC) ; - - o_FIRvrMW_TP(dt,ild) = sum[ resC $ (ord(resC) = 1) - , o_vrResMW_TP(dt,ild,resC) ] ; - - o_SIRvrMW_TP(dt,ild) = sum[ resC $ (ord(resC) = 2) - , o_vrResMW_TP(dt,ild,resC) ] ; - -* Reporting at trading period end - EndLoop; -$offend - -$endif.PeriodReport - -* End of the solve vSPD loop - ] ; -* End of the While loop -); - - -* Summary reports - only applied for normal and audit vSPD run. -$iftheni.SummaryReport %opMode%=='DWH' display 'No summary report for data warehouse mode'; -$elseifi.SummaryReport %opMode%=='FTR' display 'No summary report for FTR rental mode'; -$elseifi.SummaryReport %opMode%=='PVT' display 'No summary report for pivot analysis mode'; -$elseifi.SummaryReport %opMode%=='DPS' display 'No summary report for demand analysis mode'; -$else.SummaryReport - -* System level - o_numTradePeriods = card(tp) ; - - o_systemOFV = sum[ dt, o_ofv_TP(dt) ] ; - - o_systemGen = sum[ (dt,ild), o_islandGen_TP(dt,ild) ] ; - - o_systemLoad = sum[ (dt,ild), o_islandLoad_TP(dt,ild) - - o_islandClrBid_TP(dt,ild) ] ; - - o_systemLoss = sum[ (dt,ild), o_islandBranchLoss_TP(dt,ild) - + o_HVDCloss_TP(dt,ild) ] ; - - o_systemViolation = sum[ dt, o_totalViolation_TP(dt) ] ; - - o_systemFIR = sum[ (dt,ild), o_FIRcleared_TP(dt,ild) ] ; - - o_systemSIR = sum[ (dt,ild), o_SIRcleared_TP(dt,ild) ] ; - - -* Offer level - This does not include revenue from wind generators for -* final pricing because the wind generation is netted off against load -* at the particular bus for the final pricing solves - - o_offerTrader(o,trdr) - $ sum[ tp $ i_tradePeriodOfferTrader(tp,o,trdr), 1 ] = yes ; - - o_offerGen(o) = (i_tradingPeriodLength/60)*sum[dt, o_offerEnergy_TP(dt,o)] ; - - o_offerFIR(o) = (i_tradingPeriodLength/60)*sum[dt, o_offerFIR_TP(dt,o)] ; - - o_offerSIR(o) = (i_tradingPeriodLength/60)*sum[dt, o_offerSIR_TP(dt,o)] ; - -$endif.SummaryReport - - -*===================================================================================== -* 8. vSPD scarcity pricing post-processing -*===================================================================================== -$iftheni.vSPDscarcity %opMode%=='PVT' display 'Scacity pricing not applied for pivot analysis'; -$elseifi.vSPDscarcity %opMode%=='DPS' display 'Scacity pricing not applied for demand analysis'; -$else.vSPDscarcity - -* Mapping scarcity area to islands -scarcityAreaIslandMap(sarea,ild) = no ; -scarcityAreaIslandMap('NI','NI') = yes ; -scarcityAreaIslandMap('SI','SI') = yes ; -scarcityAreaIslandMap('National',ild) = yes ; - -$ifthen.ScarcityExists %scarcityExists%==1 - -* 8a. Check if scarcity pricing situation is applied -------------------------- -putclose runlog 'Scarcity situation exists. '; - -$gdxin "%inputPath%\%vSPDinputData%.gdx" -$load i_tradePeriodScarcitySituationExists i_tradePeriodGWAPFloor -$load i_tradePeriodGWAPCeiling i_tradePeriodGWAPThreshold -$load i_tradePeriodGWAPCountForAvg i_tradePeriodGWAPPastDaysAvg -$gdxin - -* No of island cumulative price thresholds required for each scarcity area -cptIslandReq(sarea) = sum(ild $ scarcityAreaIslandMap(sarea,ild),1) ; - -* Loading data that are imported from gdx input file -GWAPFloor(tp,sarea) = i_tradePeriodGWAPFloor(tp,sarea) ; -GWAPCeiling(tp,sarea) = i_tradePeriodGWAPCeiling(tp,sarea) ; -GWAPPastDaysAvg(tp,ild) = i_tradePeriodGWAPPastDaysAvg(tp,ild) ; -GWAPCountForAvg(tp,ild) = i_tradePeriodGWAPCountForAvg(tp,ild) ; -GWAPThreshold(tp,ild) = i_tradePeriodGWAPThreshold(tp,ild) ; -scarcitySituation(tp,sarea) = i_tradePeriodScarcitySituationExists(tp,sarea) ; - -* Load the past days price x quantity (PQ) -pastGWAPsumforCPT(tp,ild) = GWAPPastDaysAvg(tp,ild) * GWAPCountForAvg(tp,ild) ; - -* Load trading period count for the calculation of the past days GWAP -pastTPcntforCPT(tp,ild) = GWAPCountForAvg(tp,ild) ; - -* Initialise the parameters to be used to update the average prior GWAP -currentDayGWAPsumforCPT(ild) = 0 ; -currentDayTPsumforCPT(ild) = 0 ; - -* The following loop going through each trading period to -* check if a scarcity pricing situation applied and -* calculate the last 7 days GWAP for the CPT check - The Code Clause 13.135C -loop[ i_dateTimeTradePeriodMap(dt,tp), - -* Recalculate the past GWAP and count with the current day to update -* the average prior GWAP calculation - pastGWAPsumforCPT(tp,ild) = pastGWAPsumforCPT(tp,ild) - + currentDayGWAPsumforCPT(ild) ; - - pastTPcntforCPT(tp,ild) = pastTPcntforCPT(tp,ild) - + currentDayTPsumforCPT(ild) ; - -* Calculate the average prior GWAP for each island - avgPriorGWAP(tp,ild) $ (pastTPcntforCPT(tp,ild) = 336) - = pastGWAPsumforCPT(tp,ild) / pastTPcntforCPT(tp,ild) ; - -* Calculate the island and any scarcity area GWAP - (6.3.3) - islandGWAP(tp,ild) - = sum[ n $ nodeIsland(tp,n,ild) - , o_nodeGeneration_TP(dt,n) * o_nodePrice_TP(dt,n) ] - / sum[ n $ nodeIsland(tp,n,ild), o_nodeGeneration_TP(dt,n)] ; - - scarcityAreaGWAP(tp,sarea) $ scarcitySituation(tp,sarea) - = sum[ nodeIsland(tp,n,ild) $ scarcityAreaIslandMap(sarea,ild) - , o_nodeGeneration_TP(dt,n) * o_nodePrice_TP(dt,n) - ] - / sum[ nodeIsland(tp,n,ild) $ scarcityAreaIslandMap(sarea,ild) - , o_nodeGeneration_TP(dt,n) - ] ; - - - loop[ sarea $ scarcitySituation(tp,sarea), - -* Cumulative price threshold (CPT) check - cptIslandPassed(tp,sarea) - = sum[ scarcityAreaIslandMap(sarea,ild) - $ (avgPriorGWAP(tp,ild) <= GWAPThreshold(tp,ild)), 1 - ] ; - -* Check of the required CPT thresholds are met - cptPassed(tp,sarea) - $ (cptIslandPassed(tp,sarea) = cptIslandReq(sarea)) = 1; - -* Scaling factor calculation (6.3.4) - If CPT is passed then if: -* a. scarcity area GWAP < floor then scale prices up -* b. scarcity area GWAP > ceiling then scale prices down -* c. scarcity area GWAP >= floor and GWAP <= ceiling scaling factor = 1 - if( cptPassed(tp,sarea) = 1, - - scarcityScalingFactor(tp,sarea) - $ { scarcityAreaGWAP(tp,sarea) < GWAPFloor(tp,sarea) } - = GWAPFloor(tp,sarea) / scarcityAreaGWAP(tp,sarea) ; - - scarcityScalingFactor(tp,sarea) - $ { scarcityAreaGWAP(tp,sarea) > GWAPCeiling(tp,sarea) } - = GWAPCeiling(tp,sarea) / scarcityAreaGWAP(tp,sarea) ; - - scarcityScalingFactor(tp,sarea) - $ { (scarcityAreaGWAP(tp,sarea) >= GWAPFloor(tp,sarea)) and - (scarcityAreaGWAP(tp,sarea) <= GWAPCeiling(tp,sarea)) - } = 1 ; - -* Scale the bus prices and reserve prices in the scarcity area - scaledbusPrice(tp,b) - $ sum[ busIsland(bus(tp,b),ild) - $ scarcityAreaIslandMap(sarea,ild), 1 - ] = scarcityScalingFactor(tp,sarea) * o_busPrice_TP(dt,b) ; - - scaledFIRprice(tp,ild) $ scarcityAreaIslandMap(sarea,ild) - = scarcityScalingFactor(tp,sarea) * o_FIRprice_TP(dt,ild) ; - - scaledSIRprice(tp,ild) $ scarcityAreaIslandMap(sarea,ild) - = scarcityScalingFactor(tp,sarea) * o_SIRprice_TP(dt,ild) ; - -* Allocate the scaled bus energy, FIR and SIR prices - o_busPrice_TP(dt,b) $ sum[ busIsland(bus(tp,b),ild) - $ scarcityAreaIslandMap(sarea,ild), 1 - ] = scaledbusPrice(tp,b) ; - - o_FIRprice_TP(dt,ild) $ scarcityAreaIslandMap(sarea,ild) - = scaledFIRprice(tp,ild) ; - - o_SIRprice_TP(dt,ild) $ scarcityAreaIslandMap(sarea,ild) - = scaledSIRprice(tp,ild) ; - - o_ResPrice_TP(dt,ild,resC) $ (ord(resC)=1) = o_FIRprice_TP(dt,ild); - o_ResPrice_TP(dt,ild,resC) $ (ord(resC)=2) = o_SIRprice_TP(dt,ild); - -* Update node price with scaling factor - scalednodePrice(tp,n) - = sum[ nodeBus(node(tp,n),b) - , NodeBusAllocationFactor(tp,n,b) * o_busPrice_TP(dt,b) ] ; - - scaledislandGWAP(tp,ild) $ scarcityAreaIslandMap(sarea,ild) - = sum[ nodeIsland(tp,n,ild), o_nodeGeneration_TP(dt,n) - * scalednodePrice(tp,n) ] - / sum[ nodeIsland(tp,n,ild), o_nodeGeneration_TP(dt,n) ] ; - - scaledscarcityAreaGWAP(tp,sarea) $ scarcitySituation(tp,sarea) - = sum[ nodeIsland(tp,n,ild) - $ scarcityAreaIslandMap(sarea,ild) - , o_nodeGeneration_TP(dt,n) * scalednodePrice(tp,n) - ] - / sum[ nodeIsland(tp,n,ild) - $ scarcityAreaIslandMap(sarea,ild) - , o_nodeGeneration_TP(dt,n) - ] ; - -* Update the node price used for the GWAP calculation for the CPT - o_nodePrice_TP(dt,n) = scalednodePrice(tp,n) ; - -* End Scaling factor calculation (6.3.4) if CPT is passed - ) ; - -* End of scarcity check loop - ] ; - - -* Calculate the GWAP for the current trade period in each island - currentDayGWAPsumforCPT(ild) = currentDayGWAPsumforCPT(ild) - + scaledislandGWAP(tp,ild) ; - - currentDayTPsumforCPT(ild) = currentDayTPsumforCPT(ild) + 1 ; - -* End of trade period loop -] ; - -* Scarcity pricing situation application check end -$endif.ScarcityExists - - -* 8b. Calculating price-relating outputs -------------------------------------- - -$iftheni.PriceRelatedOutputs %opMode%=='DWH' -$elseifi.PriceRelatedOutputs %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3a.gms" -$else.PriceRelatedOutputs -loop(i_dateTimeTradePeriodMap(dt,tp), - -* bus output update - o_busRevenue_TP(dt,b) $ bus(tp,b) = (i_tradingPeriodLength / 60) - * o_busGeneration_TP(dt,b) - * o_busPrice_TP(dt,b) ; - - o_busCost_TP(dt,b) $ bus(tp,b) = (i_tradingPeriodLength / 60) - * o_busLoad_TP(dt,b) - * o_busPrice_TP(dt,b); - -* node output update - o_nodeRevenue_TP(dt,n) $ node(tp,n) = (i_tradingPeriodLength / 60) - * o_nodeGeneration_TP(dt,n) - * o_nodePrice_TP(dt,n) ; - - o_nodeCost_TP(dt,n) $ node(tp,n) = (i_tradingPeriodLength / 60) - * o_nodeLoad_TP(dt,n) - * o_nodePrice_TP(dt,n) ; - -* branch output update - o_branchFromBusPrice_TP(dt,br) $ branch(tp,br) - = sum[ b $ o_branchFromBus_TP(dt,br,b), o_busPrice_TP(dt,b) ] ; - - o_branchToBusPrice_TP(dt,br) $ branch(tp,br) - = sum[ b $ o_branchToBus_TP(dt,br,b), o_busPrice_TP(dt,b) ] ; - - o_branchTotalRentals_TP(dt,br) - $ { branch(tp,br) and (o_branchFlow_TP(dt,br) >= 0) } - = (i_tradingPeriodLength/60) - * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) - - o_branchToBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) - - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) - ] ; - - o_branchTotalRentals_TP(dt,br) - $ { branch(tp,br) and (o_branchFlow_TP(dt,br) < 0) } - = (i_tradingPeriodLength/60) - * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) - - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) - - o_branchFromBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) - ] ; - -* Island output - o_islandRefPrice_TP(dt,ild) - = sum[ n $ { referenceNode(tp,n) - and nodeIsland(tp,n,ild) } , o_nodePrice_TP(dt,n) ] ; - - o_islandEnergyRevenue_TP(dt,ild) - = sum[ n $ nodeIsland(tp,n,ild), o_nodeRevenue_TP(dt,n)] ; - - o_islandReserveRevenue_TP(dt,ild) = sum[ resC, o_ResCleared_TP(dt,ild,resC) - * o_ResPrice_TP(dt,ild,resC) - * i_tradingPeriodLength/60 ]; - - o_islandLoadCost_TP(dt,ild) - = sum[ n $ { nodeIsland(tp,n,ild) and (o_nodeLoad_TP(dt,n) >= 0) } - , o_nodeCost_TP(dt,n) ] ; - - o_islandLoadRevenue_TP(dt,ild) - = sum[ n $ { nodeIsland(tp,n,ild) and (o_nodeLoad_TP(dt,n) < 0) } - , - o_nodeCost_TP(dt,n) ] ; - -$ifthen.ScarcityOutput %scarcityExists%==1 - - o_scarcityExists_TP(dt,ild) - = sum[ scarcityAreaIslandMap(sarea,ild), scarcitySituation(tp,sarea) ]; - - o_cptPassed_TP(dt,ild) $ sum[ scarcityAreaIslandMap(sarea,ild) - , cptPassed(tp,sarea) ] = 1 ; - - o_avgPriorGWAP_TP(dt,ild) = avgPriorGWAP(tp,ild) ; - - o_islandGWAPbefore_TP(dt,ild) = islandGWAP(tp,ild) ; - - o_islandGWAPafter_TP(dt,ild) = scaledislandGWAP(tp,ild) ; - - o_scarcityGWAPbefore_TP(dt,ild) - = sum[ scarcityAreaIslandMap(sarea,ild), scarcityAreaGWAP(tp,sarea) ] ; - - o_scarcityGWAPafter_TP(dt,ild) = sum[ scarcityAreaIslandMap(sarea,ild) - , scaledscarcityAreaGWAP(tp,sarea)]; - - o_scarcityScalingFactor_TP(dt,ild) = sum[ scarcityAreaIslandMap(sarea,ild) - , scarcityScalingFactor(tp,sarea) ] ; - - o_GWAPfloor_TP(dt,ild) = sum[ scarcityAreaIslandMap(sarea,ild) - $ (scarcitySituation(tp,sarea) = 1) - , GWAPFloor(tp,sarea) ] ; - - o_GWAPceiling_TP(dt,ild) = sum[ scarcityAreaIslandMap(sarea,ild) - $ (scarcitySituation(tp,sarea) = 1) - , GWAPCeiling(tp,sarea) ] ; - - o_GWAPthreshold_TP(dt,ild) $ o_scarcityExists_TP(dt,ild) - = GWAPThreshold(tp,ild) ; - -$endif.ScarcityOutput -) ; - -* System level -o_systemEnergyRevenue = sum[ (dt,ild), o_islandEnergyRevenue_TP(dt,ild) ] ; - -o_systemReserveRevenue = sum[ (dt,ild), o_islandReserveRevenue_TP(dt,ild) ]; - -o_systemLoadCost = sum[ (dt,ild), o_islandLoadCost_TP(dt,ild) ]; - -o_systemLoadRevenue = sum[ (dt,ild), o_islandLoadRevenue_TP(dt,ild) ]; - -* Offer level -o_offerGenRevenue(o) - = sum[ (dt,tp,n) $ { i_dateTimeTradePeriodMap(dt,tp) and offerNode(tp,o,n) } - , (i_tradingPeriodLength/60) - * o_offerEnergy_TP(dt,o) * o_nodePrice_TP(dt,n) ] ; - -o_offerFIRrevenue(o) - = sum[ (dt,tp,n,ild) $ { i_dateTimeTradePeriodMap(dt,tp) and - offerNode(tp,o,n) and nodeIsland(tp,n,ild)} - , (i_tradingPeriodLength/60) - * o_offerFIR_TP(dt,o) * o_FIRprice_TP(dt,ild) ] ; - -o_offerSIRrevenue(o) - = sum[ (dt,tp,n,ild) $ { i_dateTimeTradePeriodMap(dt,tp) and - offerNode(tp,o,n) and nodeIsland(tp,n,ild)} - , (i_tradingPeriodLength/60) - * o_offerSIR_TP(dt,o) * o_SIRprice_TP(dt,ild) ] ; - -$endif.PriceRelatedOutputs -* Calculating price-relating outputs end ------------------------------------- - - -$endif.vSPDscarcity - -*===================================================================================== -* 9. Write results to CSV report files and GDX files -*===================================================================================== -* TN - Pivot analysis end -$iftheni.Output %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_4.gms" -$elseifi.Output %opMode%=='DPS' $include "Demand\vSPDSolveDPS_4.gms" -$elseifi.Output %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_4.gms" -$elseifi.Output %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_4.gms" -$else.Output $include "vSPDreport.gms" -$endif.Output - - -* Post a progress message for use by EMI. -putclose runlog 'Case: %vSPDinputData% is complete in ',timeExec,'(secs)'/ ; -putclose runlog 'Case: %vSPDinputData% is finished in ',timeElapsed,'(secs)'/ ; - -* Go to the next input file -$label nextInput - -* Post a progress message for use by EMI. -$if not exist "%inputPath%\%vSPDinputData%.gdx" putclose runlog 'The file %inputPath%\%vSPDinputData%.gdx could not be found (', system.time, ').' // ; diff --git a/Output/Test_Run_All/Programs/vSPDsolve_RTP.gms b/Output/Test_Run_All/Programs/vSPDsolve_RTP.gms deleted file mode 100644 index 262b78e..0000000 --- a/Output/Test_Run_All/Programs/vSPDsolve_RTP.gms +++ /dev/null @@ -1,1813 +0,0 @@ -*===================================================================================== -* Name: vSPDsolve_RTP.gms -* Function: First RTD solve to update island loss in order to -* adjust node demand -* A new development for Rea -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Created on: 14 Jan 2022 - -*===================================================================================== - -* 7d. Solve Models First Time For Real Time Pricing -*===================================================================================== -* 7. The vSPD solve loop -*===================================================================================== - -unsolvedPeriod(tp) = yes; -VSPDModel(tp) = 0 ; -option clear = useBranchFlowMIP ; -option clear = useMixedConstraintMIP ; - -While ( Sum[ tp $ unsolvedPeriod(tp), 1 ], - exitLoop = 0; - loop[ tp $ {unsolvedPeriod(tp) and (exitLoop = 0)}, - -* 7a. Reset all sets, parameters and variables ------------------------------- - option clear = currTP ; -* Generation variables - option clear = GENERATION ; - option clear = GENERATIONBLOCK ; -* Purchase variables - option clear = PURCHASE ; - option clear = PURCHASEBLOCK ; - option clear = PURCHASEILR ; - option clear = PURCHASEILRBLOCK ; -* Network variables - option clear = ACNODENETINJECTION ; - option clear = ACNODEANGLE ; - option clear = ACBRANCHFLOW ; - option clear = ACBRANCHFLOWDIRECTED ; - option clear = ACBRANCHLOSSESDIRECTED ; - option clear = ACBRANCHFLOWBLOCKDIRECTED ; - option clear = ACBRANCHLOSSESBLOCKDIRECTED ; - option clear = ACBRANCHFLOWDIRECTED_INTEGER ; - option clear = HVDCLINKFLOW ; - option clear = HVDCLINKLOSSES ; - option clear = LAMBDA ; - option clear = LAMBDAINTEGER ; - option clear = HVDCLINKFLOWDIRECTION_INTEGER ; - option clear = HVDCPOLEFLOW_INTEGER ; -* Risk/Reserve variables - option clear = RISKOFFSET ; - option clear = HVDCREC ; - option clear = ISLANDRISK ; - option clear = RESERVEBLOCK ; - option clear = RESERVE ; - option clear = ISLANDRESERVE; -* NMIR variables - option clear = SHAREDNFR ; - option clear = SHAREDRESERVE ; - option clear = HVDCSENT ; - option clear = RESERVESHAREEFFECTIVE ; - option clear = RESERVESHARERECEIVED ; - option clear = RESERVESHARESENT ; - option clear = HVDCSENDING ; - option clear = INZONE ; - option clear = HVDCSENTINSEGMENT ; - option clear = HVDCRESERVESENT ; - option clear = HVDCSENTLOSS ; - option clear = HVDCRESERVELOSS ; - option clear = LAMBDAHVDCENERGY ; - option clear = LAMBDAHVDCRESERVE ; - option clear = RESERVESHAREPENALTY ; -* Mixed constraint variables - option clear = MIXEDCONSTRAINTVARIABLE ; - option clear = MIXEDCONSTRAINTLIMIT2SELECT ; -* Objective - option clear = NETBENEFIT ; -* Violation variables - option clear = TOTALPENALTYCOST ; - option clear = DEFICITBUSGENERATION ; - option clear = SURPLUSBUSGENERATION ; - option clear = DEFICITRESERVE ; - option clear = DEFICITRESERVE_CE ; - option clear = DEFICITRESERVE_ECE ; - option clear = DEFICITBRANCHSECURITYCONSTRAINT ; - option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; - option clear = DEFICITRAMPRATE ; - option clear = SURPLUSRAMPRATE ; - option clear = DEFICITACnodeCONSTRAINT ; - option clear = SURPLUSACnodeCONSTRAINT ; - option clear = DEFICITBRANCHFLOW ; - option clear = SURPLUSBRANCHFLOW ; - option clear = DEFICITMNODECONSTRAINT ; - option clear = SURPLUSMNODECONSTRAINT ; - option clear = DEFICITTYPE1MIXEDCONSTRAINT ; - option clear = SURPLUSTYPE1MIXEDCONSTRAINT ; - option clear = DEFICITGENERICCONSTRAINT ; - option clear = SURPLUSGENERICCONSTRAINT ; - -* Clear the pole circular branch flow flag - option clear = circularBranchFlowExist ; - option clear = poleCircularBranchFlowExist ; - option clear = northHVDC ; - option clear = southHVDC ; - option clear = manualBranchSegmentMWFlow ; - option clear = manualLossCalculation ; - option clear = nonPhysicalLossExist ; - option clear = modelSolved ; - option clear = LPmodelSolved ; -* Disconnected bus post-processing - option clear = busGeneration ; - option clear = busLoad ; - option clear = busDisconnected ; - option clear = busPrice ; - - -* End reset - - -* 7b. Initialise current trade period and model data ------------------------- - currTP(tp) $ sequentialSolve = yes; - currTP(tp1) $ (not sequentialSolve) = yes; - -* Update initial MW if run NRSS, PRSS, NRSL, PRSL - generationStart(offer(currTP(tp),o)) - $ (sum[ o1, generationStart(currTP,o1)] = 0) - = sum[ dt $ (ord(dt) = ord(tp)-1), o_offerEnergy_TP(dt,o) ] ; -* Calculation of generation upper limits due to ramp rate limits -* Calculation 5.3.1.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - rampTimeUp(offer(currTP(tp),o)) - $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } - = Min[ i_tradingPeriodLength , ( generationMaximum(offer) - - generationStart(offer) - ) / rampRateUp(offer) - ] ; - -* Calculation 5.3.1.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - generationEndUp(offer(currTP(tp),o)) $ (not hasPrimaryOffer(offer)) - = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; - - -* Calculation of generation lower limits due to ramp rate limits - -* Calculation 5.3.2.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - rampTimeDown(offer(currTP(tp),o)) - $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } - = Min[ i_tradingPeriodLength, ( generationStart(offer) - - generationMinimum(offer) - ) / rampRateDown(offer) - ] ; - -* Calculation 5.3.2.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - generationEndDown(offer(currTP(tp),o)) $ (not hasPrimaryOffer(offer)) - = Max[ 0, generationStart(offer) - - rampRateDown(offer)*rampTimeDown(offer) ] ; - -* Additional pre-processing on parameters end - - -* 7c. Updating the variable bounds before model solve ------------------------ - -* TN - Pivot or Demand Analysis - revise input data -$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_2.gms" -$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_2.gms" -* TN - Pivot or Demand Analysis - revise input data end - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== - -* Offer blocks - Constraint 3.1.1.1 - GENERATIONBLOCK.up(validGenerationOfferBlock(currTP,o,trdBlk)) - = generationOfferMW(validGenerationOfferBlock) ; - - GENERATIONBLOCK.fx(currTP,o,trdBlk) - $ (not validGenerationOfferBlock(currTP,o,trdBlk)) = 0 ; - -* Constraint 3.1.1.2 - Fix the generation variable for generators -* that are not connected or do not have a non-zero energy offer - GENERATION.fx(offer(currTP,o)) $ (not PositiveEnergyOffer(offer)) = 0 ; - -* Constraint 5.1.1.3 - Set Upper Bound for Wind Offer - Tuong - GENERATION.up(offer(currTP,o)) - $ { windOffer(offer) and priceResponsive(offer) } - = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; - -* Change to demand bid - Constraint 3.1.1.3 and 3.1.1.4 - PURCHASEBLOCK.up(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ (not UseDSBFDemandBidModel) - = purchaseBidMW(validPurchaseBidBlock) ; - - PURCHASEBLOCK.lo(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ (not UseDSBFDemandBidModel) - = 0 ; - - PURCHASEBLOCK.up(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ UseDSBFDemandBidModel - = purchaseBidMW(currTP,bd,trdBlk) $ [purchaseBidMW(currTP,bd,trdBlk)>0]; - - PURCHASEBLOCK.lo(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ UseDSBFDemandBidModel - = purchaseBidMW(currTP,bd,trdBlk) $ [purchaseBidMW(currTP,bd,trdBlk)<0]; - - PURCHASEBLOCK.fx(currTP,bd,trdBlk) - $ (not validPurchaseBidBlock(currTP,bd,trdBlk)) - = 0 ; - -* Fix the purchase variable for purchasers that are not connected -* or do not have a non-zero purchase bid - PURCHASE.fx(currTP,bd) - $ (sum[trdBlk $ validPurchaseBidBlock(currTP,bd,trdBlk), 1] = 0) = 0 ; - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== - - -*======= HVDC TRANSMISSION EQUATIONS =========================================== - -* Ensure that variables used to specify flow and losses on HVDC link are -* zero for AC branches and for open HVDC links. - HVDCLINKFLOW.fx(currTP,br) $ (not HVDClink(currTP,br)) = 0 ; - HVDCLINKLOSSES.fx(currTP,br) $ (not HVDClink(currTP,br)) = 0 ; - -* Apply an upper bound on the weighting parameter based on its definition - LAMBDA.up(branch,bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches and for -* invalid loss segments on HVDC links - LAMBDA.fx(HVDClink,bp) - $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; - LAMBDA.fx(currTP,br,bp) $ (not HVDClink(currTP,br)) = 0 ; - -*======= HVDC TRANSMISSION EQUATIONS END ======================================= - - -*======= AC TRANSMISSION EQUATIONS ============================================= - -* Ensure that variables used to specify flow and losses on AC branches are -* zero for HVDC links branches and for open AC branches - ACBRANCHFLOW.fx(currTP,br) $ (not ACbranch(currTP,br)) = 0 ; - ACBRANCHFLOWDIRECTED.fx(currTP,br,fd) $ (not ACbranch(currTP,br)) = 0 ; - ACBRANCHLOSSESDIRECTED.fx(currTP,br,fd) $ (not ACbranch(currTP,br)) = 0 ; - -* Ensure directed block flow and loss block variables are zero for -* non-AC branches and invalid loss segments on AC branches - ACBRANCHFLOWBLOCKDIRECTED.fx(currTP,br,los,fd) - $ { not(ACbranch(currTP,br) and validLossSegment(currTP,br,los,fd)) } = 0 ; - - ACBRANCHLOSSESBLOCKDIRECTED.fx(currTP,br,los,fd) - $ { not(ACbranch(currTP,br) and validLossSegment(currTP,br,los,fd)) } = 0 ; - - -* Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses -* corresponding to the reference nodes and the HVDC nodes are set to zero - ACNODEANGLE.fx(currTP,b) - $ sum[ n $ { NodeBus(currTP,n,b) and - (ReferenceNode(currTP,n) or HVDCnode(currTP,n)) }, 1 ] = 0 ; - -*======= AC TRANSMISSION EQUATIONS END ========================================= - - -*======= RISK & RESERVE EQUATIONS ============================================== - -* Ensure that all the invalid reserve blocks are set to zero for offers and purchasers - RESERVEBLOCK.fx(offer(currTP,o),trdBlk,resC,resT) - $ (not validReserveOfferBlock(offer,trdBlk,resC,resT)) = 0 ; - - PURCHASEILRBLOCK.fx(bid(currTP,bd),trdBlk,resC) - $ (not validPurchaseBidILRBlock(bid,trdBlk,resC)) = 0 ; - -* Reserve block maximum for offers and purchasers - Constraint 3.4.3.2. - RESERVEBLOCK.up(validReserveOfferBlock(currTP,o,trdBlk,resC,resT)) - = reserveOfferMaximum(validReserveOfferBlock) ; - - PURCHASEILRBLOCK.up(validPurchaseBidILRBlock(currTP,bd,trdBlk,resC)) - = purchaseBidILRMW(validPurchaseBidILRBlock) ; - -* Fix the reserve variable for invalid reserve offers. These are offers that -* are either not connected to the grid or have no reserve quantity offered. - RESERVE.fx(currTP,o,resC,resT) - $ (not sum[ trdBlk $ validReserveOfferBlock(currTP,o,trdBlk,resC,resT), 1 ] ) = 0 ; - -* Fix the purchase ILR variable for invalid purchase reserve offers. These are -* offers that are either not connected to the grid or have no reserve quantity offered. - PURCHASEILR.fx(currTP,bd,resC) - $ (not sum[ trdBlk $ validPurchaseBidILRBlock(currTP,bd,trdBlk,resC), 1 ] ) = 0 ; - -* Risk offset fixed to zero for those not mapped to corresponding mixed constraint variable - RISKOFFSET.fx(currTP,ild,resC,riskC) - $ { useMixedConstraintRiskOffset and useMixedConstraint(currTP) and - (not sum[ t1MixCstr $ Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC),1]) - } = 0 ; - -* Fix the appropriate deficit variable to zero depending on -* whether the different CE and ECE CVP flag is set - DEFICITRESERVE.fx(currTP,ild,resC) $ diffCeECeCVP = 0 ; - DEFICITRESERVE_CE.fx(currTP,ild,resC) $ (not diffCeECeCVP) = 0 ; - DEFICITRESERVE_ECE.fx(currTP,ild,resC) $ (not diffCeECeCVP) = 0 ; - -* Virtual reserve - VIRTUALRESERVE.up(currTP,ild,resC) = virtualReserveMax(currTP,ild,resC) ; - -* TN - The code below is used to set bus deficit generation <= total bus load (positive) -$ontext - DEFICITBUSGENERATION.up(currTP,b) - $ ( sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] > 0 ) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] ; - DEFICITBUSGENERATION.fx(currTP,b) - $ ( sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] <= 0 ) - = 0 ; -$offtext -* NMIR project variables - HVDCSENT.fx(currTP,ild) $ (HVDCCapacity(currTP,ild) = 0) = 0 ; - HVDCSENTLOSS.fx(currTP,ild) $ (HVDCCapacity(currTP,ild) = 0) = 0 ; - -* (3.4.2.3) - SPD version 11.0 - SHAREDNFR.up(currTP,ild) = Max[0,sharedNFRMax(currTP,ild)] ; - -* No forward reserve sharing if HVDC capacity is zero - RESERVESHARESENT.fx(currTP,ild,resC,rd) - $ { (HVDCCapacity(currTP,ild) = 0) and (ord(rd) = 1) } = 0 ; - -* No forward reserve sharing if reserve sharing is disabled - RESERVESHARESENT.fx(currTP,ild,resC,rd) - $ (reserveShareEnabled(currTP,resC)=0) = 0; - -* No reserve sharing to cover HVDC risk - RESERVESHAREEFFECTIVE.fx(currTP,ild,resC,HVDCrisk) = 0; - RESERVESHAREEFFECTIVE.fx(currTP,ild,resC,HVDCsecRisk) = 0; - -* (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled - INZONE.fx(currTP,ild,resC,z) - $ {(ord(z) = 1) and (not reserveRoundPower(currTP,resC))} = 0; - -* (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled - INZONE.fx(currTP,ild,resC,z) - $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(currTP,resC)} = 0; - -* Fixing Lambda integer variable for energy sent - LAMBDAHVDCENERGY.fx(currTP,ild,bp) $ { (HVDCCapacity(currTP,ild) = 0) - and (ord(bp) = 1) } = 1 ; - - LAMBDAHVDCENERGY.fx(currTP,ild,bp) $ (ord(bp) > 7) = 0 ; - -* To be reviewed NMIR - LAMBDAHVDCRESERVE.fx(currTP,ild,resC,rd,rsbp) - $ { (HVDCCapacity(currTP,ild) = 0) - and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; - - LAMBDAHVDCRESERVE.fx(currTP,ild1,resC,rd,rsbp) - $ { (sum[ ild $ (not sameas(ild,ild1)), HVDCCapacity(currTP,ild) ] = 0) - and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; -; - - -*======= RISK & RESERVE EQUATIONS END ========================================== - - -*======= MIXED CONSTRAINTS ===================================================== - -* Mixed constraint - MIXEDCONSTRAINTVARIABLE.fx(currTP,t1MixCstr) - $ (not i_type1MixedConstraintVarWeight(t1MixCstr)) = 0 ; - -*======= MIXED CONSTRAINTS END ================================================= - -* Updating the variable bounds before model solve end - - -* 7d. Solve Models -* Solve the LP model --------------------------------------------------------- - if( (Sum[currTP, VSPDModel(currTP)] = 0), - - if( UseShareReserve, - option bratio = 1 ; - vSPD_NMIR.Optfile = 1 ; - vSPD_NMIR.optcr = MIPOptimality ; - vSPD_NMIR.reslim = MIPTimeLimit ; - vSPD_NMIR.iterlim = MIPIterationLimit ; - solve vSPD_NMIR using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) - or (vSPD_NMIR.modelstat = 8) ) - and ( vSPD_NMIR.solvestat = 1 ) } ; - else - option bratio = 1 ; - vSPD.reslim = LPTimeLimit ; - vSPD.iterlim = LPIterationLimit ; - solve vSPD using lp maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; - ) - -* Post a progress message to the console and for use by EMI. - if((ModelSolved = 1) and (sequentialSolve = 0), - putclose runlog 'The case: %vSPDinputData% ' - 'is 1st solved successfully.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violation Cost : ' - TOTALPENALTYCOST.l:<12:1 / - elseif((ModelSolved = 0) and (sequentialSolve = 0)), - putclose runlog 'The case: %vSPDinputData% ' - 'is 1st solved unsuccessfully.'/ - ) ; - - if((ModelSolved = 1) and (sequentialSolve = 1), - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved successfully.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - elseif((ModelSolved = 0) and (sequentialSolve = 1)), - loop(currTP, - unsolvedPeriod(currTP) = no; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved unsuccessfully.'/ - ) ; - - ) ; -* Solve the LP model end ----------------------------------------------------- - - -* Solve the VSPD_MIP model --------------------------------------------------- - elseif (Sum[currTP, VSPDModel(currTP)] = 1), -* Fix the values of the integer variables that are not needed - ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(currTP,br),fd) - $ { (not ACbranch(currTP,br)) or (not LossBranch(branch)) } = 0 ; - -* Fix the integer AC branch flow variable to zero for invalid branches - ACBRANCHFLOWDIRECTED_INTEGER.fx(currTP,br,fd) - $ (not branch(currTP,br)) = 0 ; - -* Apply an upper bound on the integer weighting parameter - LAMBDAINTEGER.up(branch(currTP,br),bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches -* and for invalid loss segments on HVDC links - LAMBDAINTEGER.fx(branch(currTP,br),bp) - $ { ACbranch(branch) - or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) - } = 0 ; - -* Fix the lambda integer variable to zero for invalid branches - LAMBDAINTEGER.fx(currTP,br,bp) $ (not branch(currTP,br)) = 0 ; - -* Fix the value of some binary variables used in the mixed constraints -* that have no alternate limit - MIXEDCONSTRAINTLIMIT2SELECT.fx(Type1MixedConstraint(currTP,t1MixCstr)) - $ (not Type1MixedConstraintCondition(Type1MixedConstraint)) = 0 ; - - option bratio = 1 ; - vSPD_MIP.Optfile = 1 ; - vSPD_MIP.optcr = MIPOptimality ; - vSPD_MIP.reslim = MIPTimeLimit ; - vSPD_MIP.iterlim = MIPIterationLimit ; - solve vSPD_MIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ (vSPD_MIP.modelstat = 1) or - (vSPD_MIP.modelstat = 8) - ] - and - [ vSPD_MIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - loop(currTP, - unsolvedPeriod(currTP) = no; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved successfully for FULL integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 4; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved unsuccessfully for FULL integer.'/ - ) ; - ) ; -* Solve the vSPD_MIP model end ----------------------------------------------- - - -* Solve the vSPD_BranchFlowMIP ----------------------------------------------- - elseif (Sum[currTP, VSPDModel(currTP)] = 2), -* Fix the values of these integer variables that are not needed - ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(currTP,br),fd) - $ { (not ACbranch(currTP,br)) or (not LossBranch(branch)) } = 0 ; - -* Fix the integer AC branch flow variable to zero for invalid branches - ACBRANCHFLOWDIRECTED_INTEGER.fx(currTP,br,fd) - $ (not branch(currTP,br)) = 0 ; - -* Apply an upper bound on the integer weighting parameter - LAMBDAINTEGER.up(branch(currTP,br),bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches -* and for invalid loss segments on HVDC links - LAMBDAINTEGER.fx(branch(currTP,br),bp) - $ { ACbranch(branch) - or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) - } = 0 ; - -* Fix the lambda integer variable to zero for invalid branches - LAMBDAINTEGER.fx(currTP,br,bp) $ (not branch(currTP,br)) = 0 ; - - option bratio = 1 ; - vSPD_BranchFlowMIP.Optfile = 1 ; - vSPD_BranchFlowMIP.optcr = MIPOptimality ; - vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; - vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; - solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or - (vSPD_BranchFlowMIP.modelstat = 8) - ] - and - [ vSPD_BranchFlowMIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - -* TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve - vSPD_SOS1_Solve(currTP) = yes; - - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved successfully for branch integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 4; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved unsuccessfully for branch integer.'/ - ) ; - ) ; -* Solve the vSPD_BranchFlowMIP model end ------------------------------------- - - -* Solve the vSPD_MixedConstraintMIP model ------------------------------------ - elseif (Sum[currTP, VSPDModel(currTP)] = 3), -* Fix the value of some binary variables used in the mixed constraints -* that have no alternate limit - MIXEDCONSTRAINTLIMIT2SELECT.fx(Type1MixedConstraint(currTP,t1MixCstr)) - $ (not Type1MixedConstraintCondition(Type1MixedConstraint)) = 0 ; - -* Use the advanced basis here - option bratio = 0.25 ; - vSPD_MixedConstraintMIP.Optfile = 1 ; -* Set the optimality criteria for the MIP - vSPD_MixedConstraintMIP.optcr = MIPOptimality ; - vSPD_MixedConstraintMIP.reslim = MIPTimeLimit ; - vSPD_MixedConstraintMIP.iterlim = MIPIterationLimit ; -* Solve the model - solve vSPD_MixedConstraintMIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ (vSPD_MixedConstraintMIP.modelstat = 1) or - (vSPD_MixedConstraintMIP.modelstat = 8) - ] - and - [ vSPD_MixedConstraintMIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved successfully for ' - 'mixed constraint integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved unsuccessfully for ' - 'mixed constraint integer.'/ - ) ; - ) ; -* Solve the vSPD_MixedConstraintMIP model end -------------------------------- - - -* Solve the LP model and stop ------------------------------------------------ - elseif (Sum[currTP, VSPDModel(currTP)] = 4), - - if( UseShareReserve, - option bratio = 1 ; - vSPD_NMIR.Optfile = 1 ; - vSPD_NMIR.optcr = MIPOptimality ; - vSPD_NMIR.reslim = MIPTimeLimit ; - vSPD_NMIR.iterlim = MIPIterationLimit ; - solve vSPD_NMIR using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) - or (vSPD_NMIR.modelstat = 8) ) - and ( vSPD_NMIR.solvestat = 1 ) } ; - else - option bratio = 1 ; - vSPD.reslim = LPTimeLimit ; - vSPD.iterlim = LPIterationLimit ; - solve vSPD using lp maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; - ) - -* Post a progress message for use by EMI. - if( ModelSolved = 1, - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ')' - ' integer resolve was unsuccessful.' / - 'Reverting back to linear solve and ' - 'solve successfully. ' / - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - 'Solution may have circulating flows ' - 'and/or non-physical losses.' / - ) ; - else - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl - ') integer solve was unsuccessful. ' - 'Reverting back to linear solve. ' - 'Linear solve unsuccessful.' / - ) ; - ) ; - - unsolvedPeriod(currTP) = no; - -* Solve the LP model and stop end -------------------------------------------- - - ) ; -* Solve the models end - - - -* 6e. Check if the LP results are valid -------------------------------------- - if((ModelSolved = 1), - useBranchFlowMIP(currTP) = 0 ; - useMixedConstraintMIP(currTP) = 0 ; -* Check if there is no branch circular flow and non-physical losses - Loop( currTP $ { (VSPDModel(currTP)=0) or (VSPDModel(currTP)=3) } , - -* Check if there are circulating branch flows on loss AC branches - circularBranchFlowExist(ACbranch(currTP,br)) - $ { LossBranch(ACbranch) and - [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] - - abs(ACBRANCHFLOW.l(ACbranch)) - ) > circularBranchFlowTolerance - ] - } = 1 ; - -* Determine the circular branch flow flag on each HVDC pole - TotalHVDCpoleFlow(currTP,pole) - = sum[ br $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW.l(currTP,br) ] ; - - MaxHVDCpoleFlow(currTP,pole) - = smax[ br $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW.l(currTP,br) ] ; - - poleCircularBranchFlowExist(currTP,pole) - $ { ( TotalHVDCpoleFlow(currTP,pole) - - MaxHVDCpoleFlow(currTP,pole) - ) > circularBranchFlowTolerance - } = 1 ; - -* Check if there are circulating branch flows on HVDC - NorthHVDC(currTP) - = sum[ (ild,b,br) $ { (ord(ild) = 2) and - i_tradePeriodBusIsland(currTP,b,ild) and - HVDClinkSendingBus(currTP,br,b) and - HVDCpoles(currTP,br) - }, HVDCLINKFLOW.l(currTP,br) - ] ; - - SouthHVDC(currTP) - = sum[ (ild,b,br) $ { (ord(ild) = 1) and - i_tradePeriodBusIsland(currTP,b,ild) and - HVDClinkSendingBus(currTP,br,b) and - HVDCpoles(currTP,br) - }, HVDCLINKFLOW.l(currTP,br) - ] ; - - circularBranchFlowExist(currTP,br) - $ { HVDCpoles(currTP,br) and LossBranch(currTP,br) and - (NorthHVDC(currTP) > circularBranchFlowTolerance) and - (SouthHVDC(currTP) > circularBranchFlowTolerance) - } = 1 ; - -* Check if there are non-physical losses on HVDC links - ManualBranchSegmentMWFlow(LossBranch(HVDClink(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(HVDClink) ) - and validLossSegment(currTP,br,los,fd) } - = Min[ Max( 0, - [ abs(HVDCLINKFLOW.l(HVDClink)) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(HVDClink,los,fd) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualLossCalculation(LossBranch(HVDClink(currTP,br))) - = sum[ (los,fd) $ validLossSegment(currTP,br,los,fd) - , LossSegmentFactor(HVDClink,los,fd) - * ManualBranchSegmentMWFlow(HVDClink,los,fd) - ] ; - - NonPhysicalLossExist(LossBranch(HVDClink(currTP,br))) - $ { abs( HVDCLINKLOSSES.l(HVDClink) - - ManualLossCalculation(HVDClink) - ) > NonPhysicalLossTolerance - } = 1 ; - -* Set UseBranchFlowMIP = 1 if the number of circular branch flow -* and non-physical loss branches exceeds the specified tolerance - useBranchFlowMIP(currTP) - $ { ( sum[ br $ { ACbranch(currTP,br) and LossBranch(currTP,br) } - , resolveCircularBranchFlows - * circularBranchFlowExist(currTP,br) - ] - + sum[ br $ { HVDClink(currTP,br) and LossBranch(currTP,br) } - , (1 - AllowHVDCroundpower(currTP)) - * resolveCircularBranchFlows - * circularBranchFlowExist(currTP,br) - + resolveHVDCnonPhysicalLosses - * NonPhysicalLossExist(currTP,br) - ] - + sum[ pole, resolveCircularBranchFlows - * poleCircularBranchFlowExist(currTP,pole) - ] - ) > UseBranchFlowMIPTolerance - } = 1 ; - -* Check if there is no branch circular flow and non-physical losses end - ); - - -* Check if there is mixed constraint integer is required - Loop( currTP $ { (VSPDModel(currTP)=0) or (VSPDModel(currTP)=2) } , - -* Check if integer variables are needed for mixed constraint - if( useMixedConstraintRiskOffset, - HVDChalfPoleSouthFlow(currTP) - $ { sum[ i_type1MixedConstraintBranchCondition(t1MixCstr,br) - $ HVDChalfPoles(currTP,br), HVDCLINKFLOW.l(currTP,br) - ] > MixedMIPTolerance - } = 1 ; - -* Only calculate violation if the constraint limit is non-zero - Type1MixedConstraintLimit2Violation(Type1MixedConstraintCondition) - $ (Type1MixedConstraintLimit2(Type1MixedConstraintCondition) > 0) - = [ Type1MixedConstraintLE.l(Type1MixedConstraintCondition) - - Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = -1) - + [ Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - - Type1MixedConstraintGE.l(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = 1) - + abs[ Type1MixedConstraintEQ.l(Type1MixedConstraintCondition) - - Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = 0) ; - -* Integer constraints are needed if southward flow on half-poles AND -* constraint level exceeds the mixed constraint limit2 value - useMixedConstraintMIP(currTP) - $ { HVDChalfPoleSouthFlow(currTP) and - sum[ t1MixCstr - $ { Type1MixedConstraintLimit2Violation(currTP,t1MixCstr) - > MixedMIPTolerance }, 1 - ] - } = 1 ; - ) ; - -* Check if there is mixed constraint integer is required end - ); - -* A period is unsolved if MILP model is required - unsolvedPeriod(currTP) = yes $ [ UseBranchFlowMIP(currTP) - + UseMixedConstraintMIP(currTP) - ] ; - -* Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. - loop( unsolvedPeriod(currTP), - if( UseBranchFlowMIP(currTP)*UseMixedConstraintMIP(currTP) >= 1, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - - elseif UseBranchFlowMIP(currTP) >= 1, - if( VSPDModel(currTP) = 0, - VSPDModel(currTP) = 2; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'vSPD_BranchFlowMIP resolve for period ' - currTP.tl '. Switching Vectorisation OFF.'/ - elseif VSPDModel(currTP) = 3, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - ); - - elseif UseMixedConstraintMIP(currTP) >= 1, - if( VSPDModel(currTP) = 0, - VSPDModel(currTP) = 3; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'vSPD_MixedConstraintMIP resolve for period ' - currTP.tl '. Switching Vectorisation OFF.' / - elseif VSPDModel(currTP) = 2, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - ); - - ) ; - - ) ; - - sequentialSolve $ Sum[ unsolvedPeriod(currTP), 1 ] = 1 ; - exitLoop = 1 $ Sum[ unsolvedPeriod(currTP), 1 ]; - -* Check if the LP results are valid end - ) ; - - - -* 6f. Check for disconnected nodes and adjust prices accordingly ------------- - -* See Rule Change Proposal August 2008 - Disconnected nodes available at -* www.systemoperator.co.nz/reports-papers -$ontext - Disconnected nodes are defined as follows: - Pre-MSP: Have no generation or load, are disconnected from the network - and has a price = CVP. - Post-MSP: Indication to SPD whether a bus is dead or not. - Dead buses are not processed by the SPD solved - Disconnected nodes' prices set by the post-process with the following rules: - Scenario A/B/D: Price for buses in live electrical island determined - by the solved - Scenario C/F/G/H/I: Buses in the dead electrical island with: - a. Null/zero load: Marked as disconnected with $0 price. - b. Positive load: Price = CVP for deficit generation - c. Negative load: Price = -CVP for surplus generation - Scenario E: Price for bus in live electrical island with zero load needs to - be adjusted since actually is disconnected. - - The Post-MSP implementation imply a mapping of a bus to an electrical island - and an indication of whether this electrical island is live of dead. - The correction of the prices is performed by SPD. - - Update the disconnected nodes logic to use the time-stamped - i_useBusNetworkModel flag. This allows disconnected nodes logic to work - with both pre and post-MSP data structure in the same gdx file -$offtext - - busGeneration(bus(currTP,b)) - = sum[ (o,n) $ { offerNode(currTP,o,n) and NodeBus(currTP,n,b) } - , NodeBusAllocationFactor(currTP,n,b) * GENERATION.l(currTP,o) - ] ; - - busLoad(bus(currTP,b)) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] ; - - busPrice(bus(currTP,b)) $ { not sum[ NodeBus(HVDCnode(currTP,n),b), 1 ] } - = ACnodeNetInjectionDefinition2.m(currTP,b) ; - - busPrice(bus(currTP,b)) $ sum[ NodeBus(HVDCnode(currTP,n),b), 1 ] - = DCNodeNetInjection.m(currTP,b) ; - - if((disconnectedNodePriceCorrection = 1), -* Pre-MSP case - busDisconnected(bus(currTP,b)) $ (i_useBusNetworkModel(currTP) = 0) - = 1 $ { (busGeneration(bus) = 0) and (busLoad(bus) = 0) and - ( not sum[ br $ { branchBusConnect(currTP,br,b) and - branch(currTP,br) - }, 1 ] - ) - } ; - -* Post-MSP cases -* Scenario C/F/G/H/I: - busDisconnected(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) - and (busLoad(bus) = 0) - and (busElectricalIsland(bus) = 0) - } = 1 ; -* Scenario E: - busDisconnected(bus(currTP,b)) - $ { ( sum[ b1 $ { busElectricalIsland(currTP,b1) - = busElectricalIsland(bus) } - , busLoad(currTP,b1) ] = 0 - ) and - ( busElectricalIsland(bus) > 0 ) and - ( i_useBusNetworkModel(currTP) = 1 ) - } = 1 ; -* Set prices at dead buses with non-zero load - busPrice(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) and - (busLoad(bus) > 0) and - (busElectricalIsland(bus)= 0) - } = DeficitBusGenerationPenalty ; - - busPrice(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) and - (busLoad(bus) < 0) and - (busElectricalIsland(bus)= 0) - } = -SurplusBusGenerationPenalty ; - -* Set price at identified disconnected buses to 0 - busPrice(bus)$busDisconnected(bus) = 0 ; - ) ; - -* End Check for disconnected nodes and adjust prices accordingly - -* TN - Replacing invalid prices after SOS1 -* 6f0. Replacing invalid prices after SOS1 (6.1.3)---------------------------- - if ( vSPD_SOS1_Solve(tp), - busSOSinvalid(tp,b) - = 1 $ { [ ( busPrice(tp,b) = 0 ) - or ( busPrice(tp,b) > 0.9 * deficitBusGenerationPenalty ) - or ( busPrice(tp,b) < -0.9 * surplusBusGenerationPenalty ) - ] - and bus(tp,b) - and [ not busDisconnected(tp,b) ] -* and [ busLoad(tp,b) = 0 ] -* and [ busGeneration(tp,b) = 0 ] - and [ busLoad(tp,b) = busGeneration(tp,b) ] - and [ sum[(br,fd) - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , ACBRANCHFLOWDIRECTED.l(tp,br,fd) - ] = 0 - ] - and [ sum[ br - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , 1 - ] > 0 - ] - }; - numberofbusSOSinvalid(tp) = 2*sum[b, busSOSinvalid(tp,b)]; - While ( sum[b, busSOSinvalid(tp,b)] < numberofbusSOSinvalid(tp) , - numberofbusSOSinvalid(tp) = sum[b, busSOSinvalid(tp,b)]; - busPrice(tp,b) - $ { busSOSinvalid(tp,b) - and ( sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 - ] - }, 1 - ] > 0 - ) - } - = sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 ] - }, busPrice(tp,b1) - ] - / sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 ] - }, 1 - ]; - - busSOSinvalid(tp,b) - = 1 $ { [ ( busPrice(tp,b) = 0 ) - or ( busPrice(tp,b) > 0.9 * deficitBusGenerationPenalty ) - or ( busPrice(tp,b) < -0.9 * surplusBusGenerationPenalty ) - ] - and bus(tp,b) - and [ not busDisconnected(tp,b) ] -* and [ busLoad(tp,b) = 0 ] -* and [ busGeneration(tp,b) = 0 ] - and [ busLoad(tp,b) = busGeneration(tp,b) ] - and [ sum[(br,fd) - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , ACBRANCHFLOWDIRECTED.l(tp,br,fd) - ] = 0 - ] - and [ sum[ br - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , 1 - ] > 0 - ] - }; - ); - ); -* End Replacing invalid prices after SOS1 (6.1.3) ---------------------------- - - -* 6g. Collect and store results of solved periods into output parameters ----- -* Note: all the price relating outputs such as costs and revenues are calculated in section 7.b - -$iftheni.PeriodReport %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3.gms" -$elseifi.PeriodReport %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_3.gms" -$elseifi.PeriodReport %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_3.gms" -$elseifi.PeriodReport %opMode%=='DPS' $include "Demand\vSPDSolveDPS_3.gms" - -$else.PeriodReport -* Normal vSPD run post processing for reporting -$onend - Loop i_dateTimeTradePeriodMap(dt,currTP) $ (not unsolvedPeriod(currTP)) do -* Reporting at trading period start -* Node level output - o_node(dt,n) $ {Node(currTP,n) and (not HVDCnode(currTP,n))} = yes ; - - o_nodeGeneration_TP(dt,n) $ Node(currTP,n) - = sum[ o $ offerNode(currTP,o,n), GENERATION.l(currTP,o) ] ; - - o_nodeLoad_TP(dt,n) $ Node(currTP,n) - = NodeDemand(currTP,n) - + Sum[ bd $ bidNode(currTP,bd,n), PURCHASE.l(currTP,bd) ]; - - o_nodePrice_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * busPrice(currTP,b) - ] ; - -* Offer output - o_offer(dt,o) $ offer(currTP,o) = yes ; - - o_offerEnergy_TP(dt,o) $ offer(currTP,o) = GENERATION.l(currTP,o) ; - - o_offerFIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,resT)$(ord(resC) = 1) - , RESERVE.l(currTP,o,resC,resT) ] ; - - o_offerSIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,resT)$(ord(resC) = 2) - , RESERVE.l(currTP,o,resC,resT) ] ; - -* Bus level output - o_bus(dt,b) $ { bus(currTP,b) and (not DCBus(currTP,b)) } = yes ; - - o_busGeneration_TP(dt,b) $ bus(currTP,b) = busGeneration(currTP,b) ; - - o_busLoad_TP(dt,b) $ bus(currTP,b) - = busLoad(currTP,b) - + Sum[ (bd,n) $ { bidNode(currTP,bd,n) and NodeBus(currTP,n,b) } - , PURCHASE.l(currTP,bd) ]; - - o_busPrice_TP(dt,b) $ bus(currTP,b) = busPrice(currTP,b) ; - - o_busDeficit_TP(dt,b)$bus(currTP,b) = DEFICITBUSGENERATION.l(currTP,b) ; - - o_busSurplus_TP(dt,b)$bus(currTP,b) = SURPLUSBUSGENERATION.l(currTP,b) ; - -* Node level output - - totalBusAllocation(dt,b) $ bus(currTP,b) - = sum[ n $ Node(currTP,n), NodeBusAllocationFactor(currTP,n,b)]; - - busNodeAllocationFactor(dt,b,n) $ (totalBusAllocation(dt,b) > 0) - = NodeBusAllocationFactor(currTP,n,b) / totalBusAllocation(dt,b) ; - -* TN - post processing unmapped generation deficit buses start -$ontext -The following code is added post-process generation deficit bus that is not -mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a -deficit is detected at a bus that does not map directly to a pnode, SPD creates -a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a -pnode. The price at the deficit bus is assigned directly to the pnode, -overwriting any weighted price that post-processing originally calculated for -the pnode. This is based on email from Nic Deller -on 25 Feb 2015. -The code is modified again on 16 Feb 2016 to avoid infinite loop when there are -many generation deficit buses. -This code is used to post-process generation deficit bus that is not mapped to -$offtext - unmappedDeficitBus(dt,b) $ o_busDeficit_TP(dt,b) - = yes $ (Sum[ n, busNodeAllocationFactor(dt,b,n)] = 0); - - changedDeficitBus(dt,b) = no; - - If Sum[b $ unmappedDeficitBus(dt,b), 1] then - - temp_busDeficit_TP(dt,b) = o_busDeficit_TP(dt,b); - - Loop b $ unmappedDeficitBus(dt,b) do - o_busDeficit_TP(dt,b1) - $ { Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] - } = o_busDeficit_TP(dt,b1) + o_busDeficit_TP(dt,b) ; - - changedDeficitBus(dt,b1) - $ Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] = yes; - - unmappedDeficitBus(dt,b) = no; - changedDeficitBus(dt,b) = no; - o_busDeficit_TP(dt,b) = 0; - EndLoop; - - Loop n $ sum[ b $ changedDeficitBus(dt,b) - , busNodeAllocationFactor(dt,b,n)] do - o_nodePrice_TP(dt,n) = deficitBusGenerationPenalty ; - o_nodeDeficit_TP(dt,n) = sum[ b $ busNodeAllocationFactor(dt,b,n), - busNodeAllocationFactor(dt,b,n) - * o_busDeficit_TP(dt,b) ] ; - EndLoop; - - o_busDeficit_TP(dt,b) = temp_busDeficit_TP(dt,b); - Endif; -* TN - post processing unmapped generation deficit buses end - - o_nodeDeficit_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b), busNodeAllocationFactor(dt,b,n) - * DEFICITBUSGENERATION.l(currTP,b) ] ; - - o_nodeSurplus_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b), busNodeAllocationFactor(dt,b,n) - * SURPLUSBUSGENERATION.l(currTP,b) ] ; - -* branch output - o_branch(dt,br) $ branch(currTP,br) = yes ; - - o_branchFlow_TP(dt,br) $ ACbranch(currTP,br) = ACBRANCHFLOW.l(currTP,br); - - o_branchFlow_TP(dt,br) $ HVDClink(currTP,br) = HVDCLINKFLOW.l(currTP,br); - - o_branchDynamicLoss_TP(dt,br) $ ACbranch(currTP,br) - = sum[ fd, ACBRANCHLOSSESDIRECTED.l(currTP,br,fd) ] ; - - o_branchDynamicLoss_TP(dt,br) $ HVDClink(currTP,br) - = HVDCLINKLOSSES.l(currTP,br) ; - - o_branchFixedLoss_TP(dt,br) $ branch(currTP,br) - = branchFixedLoss(currTP,br) ; - - o_branchTotalLoss_TP(dt,br) $ branch(currTP,br) - = o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br) ; - - o_branchFromBus_TP(dt,br,frB) - $ { branch(currTP,br) and - sum[ toB $ branchBusDefn(currTP,br,frB,toB), 1 ] - } = yes ; - - o_branchToBus_TP(dt,br,toB) - $ { branch(currTP,br) and - sum[ frB $ branchBusDefn(currTP,br,frB,toB), 1 ] - } = yes ; - - o_branchMarginalPrice_TP(dt,br) $ ACbranch(currTP,br) - = sum[ fd, ACbranchMaximumFlow.m(currTP,br,fd) ] ; - - o_branchMarginalPrice_TP(dt,br) $ HVDClink(currTP,br) - = HVDClinkMaximumFlow.m(currTP,br) ; - - o_branchCapacity_TP(dt,br) $ branch(currTP,br) - = sum[ fd $ ( ord(fd) = 1 ) - , i_tradePeriodBranchCapacityDirected(currTP,br,fd) - ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum[ fd $ ( ord(fd) = 2 ) - , i_tradePeriodBranchCapacityDirected(currTP,br,fd) - ] $ { o_branchFlow_TP(dt,br) < 0 } ; - - -* Offer output - o_offerEnergyBlock_TP(dt,o,trdBlk) - = GENERATIONBLOCK.l(currTP,o,trdBlk); - - o_offerFIRBlock_TP(dt,o,trdBlk,resT) - = sum[ resC $ (ord(resC) = 1) - , RESERVEBLOCK.l(currTP,o,trdBlk,resC,resT)]; - - o_offerSIRBlock_TP(dt,o,trdBlk,resT) - = sum[ resC $ (ord(resC) = 2) - , RESERVEBLOCK.l(currTP,o,trdBlk,resC,resT)]; - -* bid output - o_bid(dt,bd) $ bid(currTP,bd) = yes ; - - o_bidEnergy_TP(dt,bd) $ bid(currTP,bd) = PURCHASE.l(currTP,bd) ; - - o_bidFIR_TP(dt,bd) $ bid(currTP,bd) - = sum[ resC $ (ord(resC) = 1) - , PURCHASEILR.l(currTP,bd,resC) ] ; - - o_bidSIR_TP(dt,bd) $ bid(currTP,bd) - = sum[ resC $ (ord(resC) = 2) - , PURCHASEILR.l(currTP,bd,resC) ] ; - - o_bidTotalMW_TP(dt,bd) $ bid(currTP,bd) - = sum[ trdBlk, purchaseBidMW(currTP,bd,trdBlk) ] ; - -* Violation reporting based on the CE and ECE - o_ResViolation_TP(dt,ild,resC) - = DEFICITRESERVE.l(currTP,ild,resC) $ (not diffCeECeCVP) - + DEFICITRESERVE_CE.l(currTP,ild,resC) $ (diffCeECeCVP) - + DEFICITRESERVE_ECE.l(currTP,ild,resC) $ (diffCeECeCVP) ; - - o_FIRviolation_TP(dt,ild) - = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(dt,ild,resC) ] ; - - o_SIRviolation_TP(dt,ild) - = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(dt,ild,resC) ] ; - -* Security constraint data - o_brConstraint_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) = yes ; - - o_brConstraintSense_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = branchConstraintSense(currTP,brCstr) ; - - o_brConstraintLHS_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = [ branchSecurityConstraintLE.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = -1) ] - + [ branchSecurityConstraintGE.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 1) ] - + [ branchSecurityConstraintEQ.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 0) ] ; - - o_brConstraintRHS_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = branchConstraintLimit(currTP,brCstr) ; - - o_brConstraintPrice_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = [ branchSecurityConstraintLE.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = -1) ] - + [ branchSecurityConstraintGE.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 1) ] - + [ branchSecurityConstraintEQ.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 0) ] ; - -* Mnode constraint data - o_MnodeConstraint_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) = yes ; - - o_MnodeConstraintSense_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = MnodeConstraintSense(currTP,MnodeCstr) ; - - o_MnodeConstraintLHS_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = [ MnodeSecurityConstraintLE.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = -1) ] - + [ MnodeSecurityConstraintGE.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 1) ] - + [ MnodeSecurityConstraintEQ.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 0) ] ; - - o_MnodeConstraintRHS_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = MnodeConstraintLimit(currTP,MnodeCstr) ; - - o_MnodeConstraintPrice_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = [ MnodeSecurityConstraintLE.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = -1) ] - + [ MnodeSecurityConstraintGE.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 1) ] - + [ MnodeSecurityConstraintEQ.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 0) ] ; - -* Island output - o_island(dt,ild) = yes ; - - o_ResPrice_TP(dt,ild,resC)= IslandReserveCalculation.m(currTP,ild,resC); - - o_FIRprice_TP(dt,ild) = sum[ resC $ (ord(resC) = 1) - , o_ResPrice_TP(dt,ild,resC) ]; - - o_SIRprice_TP(dt,ild) = sum[ resC $ (ord(resC) = 2) - , o_ResPrice_TP(dt,ild,resC) ]; - - o_islandGen_TP(dt,ild) - = sum[ b $ busIsland(currTP,b,ild), busGeneration(currTP,b) ] ; - - o_islandClrBid_TP(dt,ild) - = sum[ bd $ bidIsland(currTP,bd,ild), PURCHASE.l(currTP,bd) ] ; - - o_islandLoad_TP(dt,ild) - = sum[ b $ busIsland(currTP,b,ild), busLoad(currTP,b) ] - + o_islandClrBid_TP(dt,ild) ; - - o_ResCleared_TP(dt,ild,resC) = ISLANDRESERVE.l(currTP,ild,resC); - - o_FirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 1) - , o_ResCleared_TP(dt,ild,resC) ]; - - o_SirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 2) - , o_ResCleared_TP(dt,ild,resC) ]; - - o_islandBranchLoss_TP(dt,ild) - = sum[ (br,frB,toB) - $ { ACbranch(currTP,br) and busIsland(currTP,toB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, o_branchTotalLoss_TP(dt,br) ] ; - - o_HVDCflow_TP(dt,ild) - = sum[ (br,frB,toB) - $ { HVDCpoles(currTP,br) and busIsland(currTP,frB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, o_branchFlow_TP(dt,br) ] ; - - o_HVDChalfPoleLoss_TP(dt,ild) - = sum[ (br,frB,toB) $ { HVDChalfPoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - busIsland(currTP,frB,ild) - }, o_branchTotalLoss_TP(dt,br) - ] ; - - o_HVDCpoleFixedLoss_TP(dt,ild) - = sum[ (br,frB,toB) $ { HVDCpoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - ( busIsland(currTP,toB,ild) or - busIsland(currTP,frB,ild) - ) - }, 0.5 * o_branchFixedLoss_TP(dt,br) - ] ; - - o_HVDCloss_TP(dt,ild) - = o_HVDChalfPoleLoss_TP(dt,ild) - + o_HVDCpoleFixedLoss_TP(dt,ild) - + sum[ (br,frB,toB) $ { HVDClink(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - (not (busIsland(currTP,frB,ild))) - }, o_branchDynamicLoss_TP(dt,br) - ] ; - -* TN - The code below is added for NMIR project ================================ - o_EffectiveRes_TP(dt,ild,resC,riskC) $ reserveShareEnabled(currTP,resC) - = RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ; - - If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(currTP,resC)] then - - o_FirSent_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 1) - , RESERVESHARESENT.l(currTP,ild,resC,rd)]; - - o_FirReceived_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 1) - , RESERVESHARERECEIVED.l(currTP,ild,resC,rd) ]; - - o_FirEffective_TP(dt,ild,riskC) - = Sum[ resC $ (ord(resC) = 1), - RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - o_FirEffReport_TP(dt,ild) - = Smax[ (resC,riskC) $ (ord(resC)=1) - , RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - Endif; - - If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(currTP,resC)] then - - o_SirSent_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 2), - RESERVESHARESENT.l(currTP,ild,resC,rd) ]; - - o_SirReceived_TP(dt,ild) - = Sum[ (fd,resC) $ (ord(resC) = 2), - RESERVESHARERECEIVED.l(currTP,ild,resC,fd) ]; - - o_SirEffective_TP(dt,ild,riskC) - = Sum[ resC $ (ord(resC) = 2), - RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - o_SirEffReport_TP(dt,ild) - = Smax[ (resC,riskC) $ (ord(resC)=2) - , RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - Endif; - - -* TN - The code for NMIR project end =========================================== - -* Additional output for audit reporting - o_ACbusAngle(dt,b) = ACNODEANGLE.l(currTP,b) ; - -* Check if there are non-physical losses on AC branches - ManualBranchSegmentMWFlow(LossBranch(ACbranch(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(ACbranch) ) - and validLossSegment(ACbranch,los,fd) - and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) - } - = Min[ Max( 0, - [ abs(o_branchFlow_TP(dt,br)) - - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(ACbranch,los,fd) - - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualBranchSegmentMWFlow(LossBranch(HVDClink(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(HVDClink) ) - and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) - } - = Min[ Max( 0, - [ abs(o_branchFlow_TP(dt,br)) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(HVDClink,los,fd) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualLossCalculation(LossBranch(branch(currTP,br))) - = sum[ (los,fd), LossSegmentFactor(branch,los,fd) - * ManualBranchSegmentMWFlow(branch,los,fd) ] ; - - o_nonPhysicalLoss(dt,br) = o_branchDynamicLoss_TP(dt,br) - - ManualLossCalculation(currTP,br) ; - - o_lossSegmentBreakPoint(dt,br,los) - = sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 1) - }, LossSegmentMW(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 2) - }, LossSegmentMW(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) < 0 } - ; - - o_lossSegmentFactor(dt,br,los) - = sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 1) - }, LossSegmentFactor(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 2) - }, LossSegmentFactor(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) < 0 } - ; - - o_busIsland_TP(dt,b,ild) $ busIsland(currTP,b,ild) = yes ; - - o_PLRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,PLSRReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,PLSRReserveType) ] ; - - o_PLRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,PLSRReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,PLSRReserveType)] ; - - o_TWRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,TWDRReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,TWDRReserveType)] ; - - o_TWRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,TWDRReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,TWDRReserveType)] ; - - o_ILRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,ILReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,ILReserveType)] ; - - o_ILRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,ILReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,ILReserveType)] ; - - o_ILbus_FIR_TP(dt,b) = sum[ (o,n) $ { NodeBus(currTP,n,b) and - offerNode(currTP,o,n) - }, o_ILRO_FIR_TP(dt,o) ] ; - - o_ILbus_SIR_TP(dt,b) = sum[ (o,n) $ { NodeBus(currTP,n,b) and - offerNode(currTP,o,n) - }, o_ILRO_SIR_TP(dt,o) ] ; - - o_marketNodeIsland_TP(dt,o,ild) - $ sum[ n $ { offerIsland(currTP,o,ild) and - offerNode(currTP,o,n) and - (o_nodeLoad_TP(dt,n) = 0) - },1 - ] = yes ; - - o_generationRiskLevel(dt,ild,o,resC,GenRisk) - = GENISLANDRISK.l(currTP,ild,o,resC,GenRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,GenRisk) - ; - - o_generationRiskPrice(dt,ild,o,resC,GenRisk) - = GenIslandRiskCalculation_1.m(currTP,ild,o,resC,GenRisk) ; - - o_HVDCriskLevel(dt,ild,resC,HVDCrisk) - = ISLANDRISK.l(currTP,ild,resC,HVDCrisk) ; - - o_HVDCriskPrice(dt,ild,resC,HVDCrisk) - = HVDCIslandRiskCalculation.m(currTP,ild,resC,HVDCrisk) ; - - o_manuRiskLevel(dt,ild,resC,ManualRisk) - = ISLANDRISK.l(currTP,ild,resC,ManualRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,ManualRisk) - ; - - o_manuRiskPrice(dt,ild,resC,ManualRisk) - = ManualIslandRiskCalculation.m(currTP,ild,resC,ManualRisk) ; - - o_genHVDCriskLevel(dt,ild,o,resC,HVDCsecRisk) - = HVDCGENISLANDRISK.l(currTP,ild,o,resC,HVDCsecRisk) ; - - o_genHVDCriskPrice(dt,ild,o,resC,HVDCsecRisk(riskC)) - = HVDCIslandSecRiskCalculation_GEN_1.m(currTP,ild,o,resC,riskC) ; - - o_manuHVDCriskLevel(dt,ild,resC,HVDCsecRisk) - = HVDCMANISLANDRISK.l(currTP,ild,resC,HVDCsecRisk); - - o_manuHVDCriskPrice(dt,ild,resC,HVDCsecRisk(riskC)) - = HVDCIslandSecRiskCalculation_Manu_1.m(currTP,ild,resC,riskC) ; - - o_generationRiskGroupLevel(dt,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk) - = GENISLANDRISKGROUP.l(currTP,ild,rg,resC,GenRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,GenRisk) - ; - - o_generationRiskGroupPrice(dt,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk) - = GenIslandRiskGroupCalculation_1.m(currTP,ild,rg,resC,GenRisk) ; - -* FIR and SIR required based on calculations of the island risk to -* overcome reporting issues of the risk setter under degenerate -* conditions when reserve price = 0 - See below - - o_ReserveReqd_TP(dt,ild,resC) - = Max[ 0, - smax[(o,GenRisk) , o_generationRiskLevel(dt,ild,o,resC,GenRisk)], - smax[ HVDCrisk , o_HVDCriskLevel(dt,ild,resC,HVDCrisk) ] , - smax[ ManualRisk , o_manuRiskLevel(dt,ild,resC,ManualRisk) ] , - smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(dt,ild,o,resC,HVDCsecRisk) ] , - smax[ HVDCsecRisk , o_manuHVDCriskLevel(dt,ild,resC,HVDCsecRisk) ] , - smax[ (rg,GenRisk) , o_generationRiskGroupLevel(dt,ild,rg,resC,GenRisk) ] - ] ; - - o_FIRreqd_TP(dt,ild) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(dt,ild,resC) ] ; - o_SIRreqd_TP(dt,ild) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(dt,ild,resC) ] ; - -* Summary reporting by trading period - o_solveOK_TP(dt) = ModelSolved ; - - o_systemCost_TP(dt) = SYSTEMCOST.l(currTP) ; - - o_systemBenefit_TP(dt) = SYSTEMBENEFIT.l(currTP) ; - - o_penaltyCost_TP(dt) = SYSTEMPENALTYCOST.l(currTP) ; - - o_ofv_TP(dt) = o_systemBenefit_TP(dt) - - o_systemCost_TP(dt) - - o_penaltyCost_TP(dt); - - -* Separete violation reporting at trade period level - o_defGenViolation_TP(dt) = sum[ b, o_busDeficit_TP(dt,b) ] ; - - o_surpGenViolation_TP(dt) = sum[ b, o_busSurplus_TP(dt,b) ] ; - - o_surpBranchFlow_TP(dt) - = sum[ br$branch(currTP,br), SURPLUSBRANCHFLOW.l(currTP,br) ] ; - - o_defRampRate_TP(dt) - = sum[ o $ offer(currTP,o), DEFICITRAMPRATE.l(currTP,o) ] ; - - o_surpRampRate_TP(dt) - = sum[ o $ offer(currTP,o), SURPLUSRAMPRATE.l(currTP,o) ] ; - - o_surpBranchGroupConst_TP(dt) - = sum[ brCstr $ branchConstraint(currTP,brCstr) - , SURPLUSBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) ] ; - - o_defBranchGroupConst_TP(dt) - = sum[ brCstr $ branchConstraint(currTP,brCstr) - , DEFICITBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) ] ; - - o_defMnodeConst_TP(dt) - = sum[ MnodeCstr $ MnodeConstraint(currTP,MnodeCstr) - , DEFICITMnodeCONSTRAINT.l(currTP,MnodeCstr) ] ; - - o_surpMnodeConst_TP(dt) - = sum[ MnodeCstr $ MnodeConstraint(currTP,MnodeCstr) - , SURPLUSMnodeCONSTRAINT.l(currTP,MnodeCstr) ] ; - - o_defACnodeConst_TP(dt) - = sum[ ACnodeCstr $ ACnodeConstraint(currTP,ACnodeCstr) - , DEFICITACnodeCONSTRAINT.l(currTP,ACnodeCstr) ] ; - - o_surpACnodeConst_TP(dt) - = sum[ ACnodeCstr $ ACnodeConstraint(currTP,ACnodeCstr) - , SURPLUSACnodeCONSTRAINT.l(currTP,ACnodeCstr) ] ; - - o_defT1MixedConst_TP(dt) - = sum[ t1MixCstr $ Type1MixedConstraint(currTP,t1MixCstr) - , DEFICITTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) ] ; - - o_surpT1MixedConst_TP(dt) - = sum[ t1MixCstr $ Type1MixedConstraint(currTP,t1MixCstr) - , SURPLUSTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) ] ; - - o_defGenericConst_TP(dt) - = sum[ gnrcCstr $ GenericConstraint(currTP,gnrcCstr) - , DEFICITGENERICCONSTRAINT.l(currTP,gnrcCstr) ] ; - - o_surpGenericConst_TP(dt) - = sum[ gnrcCstr $ GenericConstraint(currTP,gnrcCstr) - , SURPLUSGENERICCONSTRAINT.l(currTP,gnrcCstr) ] ; - - o_defResv_TP(dt) - = sum[ (ild,resC) , o_ResViolation_TP(dt,ild,resC) ] ; - - o_totalViolation_TP(dt) - = o_defGenViolation_TP(dt) + o_surpGenViolation_TP(dt) - + o_defRampRate_TP(dt) + o_surpRampRate_TP(dt) - + o_defBranchGroupConst_TP(dt) + o_surpBranchGroupConst_TP(dt) - + o_defMnodeConst_TP(dt) + o_surpMnodeConst_TP(dt) - + o_defACnodeConst_TP(dt) + o_surpACnodeConst_TP(dt) - + o_defT1MixedConst_TP(dt) + o_surpT1MixedConst_TP(dt) - + o_defGenericConst_TP(dt) + o_surpGenericConst_TP(dt) - + o_defResv_TP(dt) + o_surpBranchFlow_TP(dt) ; - -* Virtual reserve - o_vrResMW_TP(dt,ild,resC) = VIRTUALRESERVE.l(currTP,ild,resC) ; - - o_FIRvrMW_TP(dt,ild) = sum[ resC $ (ord(resC) = 1) - , o_vrResMW_TP(dt,ild,resC) ] ; - - o_SIRvrMW_TP(dt,ild) = sum[ resC $ (ord(resC) = 2) - , o_vrResMW_TP(dt,ild,resC) ] ; - -* Reporting at trading period end - EndLoop; -$offend - -$endif.PeriodReport - -* End of the solve vSPD loop - ] ; -* End of the While loop -); - - -* Real Time Pricing - Second RTD load calculation - -* Calculate Island-level MW losses used to calculate the Island-level load -* forecast from the InputIPS and the IslandPSD. -* 2nd solve loop --> SystemLosses as calculated in section 6.3' - LoadCalcLosses(currTP,ild) - = Sum[ (br,frB,toB) - $ { ACbranch(currTP,br) and busIsland(currTP,toB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(currTP,br,fd) ] - + branchFixedLoss(currTP,br) - ] - + Sum[ (br,frB,toB) $ { HVDChalfPoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - busIsland(currTP,frB,ild) - }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(currTP,br,fd) ] - + HVDCLINKLOSSES.l(currTP,br) - + branchFixedLoss(currTP,br) - ] - + Sum[ (br,frB,toB) $ { HVDCpoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - ( busIsland(currTP,toB,ild) or - busIsland(currTP,frB,ild) - ) - }, 0.5 * branchFixedLoss(currTP,br) - ] - + Sum[ (br,frB,toB) $ { HVDClink(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - (not (busIsland(currTP,frB,ild))) - }, HVDCLINKLOSSES.l(currTP,br) - ] - ; - - -* Calculate first target total load [3.8.5.5] -* Island-level MW load forecast. For the second loop: -* replace LoadCalcLosses(tp,ild) = islandLosses(tp,ild); - TargetTotalLoad(currTP,ild) = islandMWIPS(currTP,ild) + islandPDS(currTP,ild) - LoadCalcLosses(currTP,ild) ; - -* Flag if estimate load is scalable [3.8.5.7] -* Binary value. If True then ConformingFactor load MW will be scaled in order to -* calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be -* assigned directly to EstimatedInitialLoad - EstLoadIsScalable(currTP,n) = 1 $ { (LoadIsNCL(currTP,n) = 0) - and (ConformingFactor(currTP,n) > 0) } ; - -* Calculate estimate non-scalable load [3.8.5.8] -* For a non-conforming Pnode this will be the NonConformingLoad MW input, for a -* conforming Pnode this will be the ConformingFactor MW input if that value is -* negative, otherwise it will be zero - EstNonScalableLoad(currTP,n) $ ( LoadIsNCL(currTP,n) = 1 ) = NonConformingLoad(currTP,n); - EstNonScalableLoad(currTP,n) $ ( LoadIsNCL(currTP,n) = 0 ) = ConformingFactor(currTP,n); - EstNonScalableLoad(currTP,n) $ ( EstLoadIsScalable(currTP,n) = 1 ) = 0; - -* Calculate estimate scalable load [3.8.5.10] -* For a non-conforming Pnode this value will be zero. For a conforming Pnode -* this value will be the ConformingFactor if it is non-negative, otherwise this -* value will be zero' - EstScalableLoad(currTP,n) $ ( EstLoadIsScalable(currTP,n) = 1 ) = ConformingFactor(currTP,n); - - -* Calculate Scaling applied to ConformingFactor load MW [3.8.5.9] -* in order to calculate EstimatedInitialLoad - EstScalingFactor(currTP,ild) - = (islandMWIPS(currTP,ild) - LoadCalcLosses(currTP,ild) - - Sum[ n $ nodeIsland(currTP,n,ild), EstNonScalableLoad(currTP,n) ] - ) / Sum[ n $ nodeIsland(currTP,n,ild), EstScalableLoad(currTP,n) ] - - ; - -* Calculate estimate initial load [3.8.5.6] -* Calculated estimate of initial MW load, available to be used as an -* alternative to InputInitialLoad - EstimatedInitialLoad(currTP,n) $ ( EstLoadIsScalable(currTP,n) = 1 ) - = ConformingFactor(currTP,n) * Sum[ ild $ nodeisland(currTP,n,ild) - , EstScalingFactor(currTP,ild)] ; -* TN- There is a bug in this equarion - EstimatedInitialLoad(currTP,n) $ ( EstLoadIsScalable(currTP,n) = 0 ) -* = NonConformingLoad(currTP,n); - = EstNonScalableLoad(currTP,n); - -* Calculate initial load [3.8.5.2] -* Value that represents the Pnode load MW at the start of the solution -* interval. Depending on the inputs this value will be either actual load, -* an operator applied override or an estimated initial load - InitialLoad(currTP,n) = InputInitialLoad(currTP,n); - InitialLoad(currTP,n) $ { (LoadIsOverride(currTP,n) = 0) - and ( (useActualLoad(currTP) = 0) - or (LoadIsBad(currTP,n) = 1) ) - } = EstimatedInitialLoad(currTP,n) ; - -* Flag if load is scalable [3.8.5.4] -* Binary value. If True then the Pnode InitialLoad will be scaled in order to -* calculate nodedemand, if False then Pnode InitialLoad will be directly -* assigned to nodedemand - LoadIsScalable(currTP,n) = 1 $ { (LoadIsNCL(currTP,n) = 0) - and (LoadIsOverride(currTP,n) = 0) - and (InitialLoad(currTP,n) >= 0) } ; - -* Calculate Island-level scaling factor [3.8.5.3] -* --> applied to InitialLoad in order to calculate nodedemand - LoadScalingFactor(currTP,ild) - = ( TargetTotalLoad(currTP,ild) - - Sum[ n $ { nodeIsland(currTP,n,ild) - and (LoadIsScalable(currTP,n) = 0) }, InitialLoad(currTP,n) ] - ) / Sum[ n $ { nodeIsland(currTP,n,ild) - and (LoadIsScalable(currTP,n) = 1) }, InitialLoad(currTP,n) ] - ; - -* Calculate nodedemand [3.8.5.1] - nodedemand(currTP,n) $ LoadIsScalable(currTP,n) - = InitialLoad(currTP,n) * sum[ ild $ nodeisland(currTP,n,ild) - , LoadScalingFactor(currTP,ild) ]; - - nodedemand(currTP,n) $ (LoadIsScalable(currTP,n) = 0) = InitialLoad(currTP,n); - - -* Update Free Reserve and SharedNFRmax -* Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (5.2.1.2) - sharedNFRLoad(currTP,ild) - = sum[ nodeIsland(currTP,n,ild), nodeDemand(currTP,n)] - + sum[ (bd,trdBlk) $ bidIsland(currTP,bd,ild), purchaseBidMW(currTP,bd,trdBlk) ] - - sharedNFRLoadOffset(currTP,ild) ; - - sharedNFRMax(currTP,ild) = Min{ RMTReserveLimitTo(currTP,ild,'FIR'), - sharedNFRFactor(currTP)*sharedNFRLoad(currTP,ild) } ; - -* Risk parameters - FreeReserve(currTP,ild,resC,riskC) - = sum[ riskPar $ (ord(riskPar) = 1) - , i_tradePeriodRiskParameter(currTP,ild,resC,riskC,riskPar) ] -* NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 - - sum[ ild1 $ (not sameas(ild,ild1)),sharedNFRMax(currTP,ild1) - ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) - and (inputGDXGDate >= jdate(2016,10,20)) } - ; - -* (3.4.2.3) - SPD version 11.0 - SHAREDNFR.up(currTP,ild) = Max[0,sharedNFRMax(currTP,ild)] ; - -*); - - - diff --git a/Output/Test_Run_All/ProgressReport.txt b/Output/Test_Run_All/ProgressReport.txt deleted file mode 100644 index ca1699c..0000000 --- a/Output/Test_Run_All/ProgressReport.txt +++ /dev/null @@ -1,222 +0,0 @@ -Run: 'Test_Run_All' - -runvSPD started at: 10/17/22 13:54:20 -vSPDsetup started at: 10/17/22 13:54:20 -vSPDreportSetup started at: 10/17/22 13:54:20 - -Case "FP_20221015_F" started at: 10/17/22 13:54:21 -Vectorisation is switched ON -The case: FP_20221015_F (TP1) is solved successfully. -Objective function value: -23982.9 -Violations cost : 0.0 -The case: FP_20221015_F (TP10) is solved successfully. -Objective function value: -2373.5 -Violations cost : 0.0 -The case: FP_20221015_F (TP11) is solved successfully. -Objective function value: -2339.1 -Violations cost : 0.0 -The case: FP_20221015_F (TP12) is solved successfully. -Objective function value: -4982.2 -Violations cost : 0.0 -The case: FP_20221015_F (TP13) is solved successfully. -Objective function value: -14989.2 -Violations cost : 0.0 -The case: FP_20221015_F (TP14) is solved successfully. -Objective function value: -10329.3 -Violations cost : 0.0 -The case: FP_20221015_F (TP15) is solved successfully. -Objective function value: -8675.6 -Violations cost : 0.0 -The case: FP_20221015_F (TP16) is solved successfully. -Objective function value: -14824.5 -Violations cost : 0.0 -The case: FP_20221015_F (TP17) is solved successfully. -Objective function value: -11175.9 -Violations cost : 0.0 -The case: FP_20221015_F (TP18) is solved successfully. -Objective function value: -18438.9 -Violations cost : 0.0 -The case: FP_20221015_F (TP19) is solved successfully. -Objective function value: -23644.0 -Violations cost : 0.0 -The case: FP_20221015_F (TP2) is solved successfully. -Objective function value: -22672.6 -Violations cost : 0.0 -The case: FP_20221015_F (TP20) is solved successfully. -Objective function value: -22036.9 -Violations cost : 0.0 -The case: FP_20221015_F (TP21) is solved successfully. -Objective function value: -19019.0 -Violations cost : 0.0 -The case: FP_20221015_F (TP22) is solved successfully. -Objective function value: -9683.9 -Violations cost : 0.0 -The case: FP_20221015_F (TP23) is solved successfully. -Objective function value: -6715.7 -Violations cost : 0.0 -The case: FP_20221015_F (TP24) is solved successfully. -Objective function value: -5571.6 -Violations cost : 0.0 -The case: FP_20221015_F (TP25) is solved successfully. -Objective function value: -6053.3 -Violations cost : 0.0 -The case: FP_20221015_F (TP26) is solved successfully. -Objective function value: -8940.6 -Violations cost : 0.0 -The case: FP_20221015_F (TP27) is solved successfully. -Objective function value: -8620.9 -Violations cost : 0.0 -The case: FP_20221015_F (TP28) is solved successfully. -Objective function value: -5174.4 -Violations cost : 0.0 -The case: FP_20221015_F (TP29) is solved successfully. -Objective function value: -4787.1 -Violations cost : 0.0 -The case: FP_20221015_F (TP3) is solved successfully. -Objective function value: -19370.4 -Violations cost : 0.0 -The case: FP_20221015_F (TP30) is solved successfully. -Objective function value: -5495.9 -Violations cost : 0.0 -The case: FP_20221015_F (TP31) is solved successfully. -Objective function value: -4121.7 -Violations cost : 0.0 -The case: FP_20221015_F (TP32) is solved successfully. -Objective function value: -9061.4 -Violations cost : 0.0 -The case: FP_20221015_F (TP33) is solved successfully. -Objective function value: -9561.2 -Violations cost : 0.0 -The case: FP_20221015_F (TP34) is solved successfully. -Objective function value: -12054.9 -Violations cost : 0.0 -The case: FP_20221015_F (TP35) is solved successfully. -Objective function value: -9798.3 -Violations cost : 0.0 -The case: FP_20221015_F (TP36) is solved successfully. -Objective function value: -7435.6 -Violations cost : 0.0 -The case: FP_20221015_F (TP37) is solved successfully. -Objective function value: -7958.8 -Violations cost : 0.0 -The case: FP_20221015_F (TP38) is solved successfully. -Objective function value: -9085.0 -Violations cost : 0.0 -The case: FP_20221015_F (TP39) is solved successfully. -Objective function value: -9695.0 -Violations cost : 0.0 -The case: FP_20221015_F (TP4) is solved successfully. -Objective function value: -14582.8 -Violations cost : 0.0 -The case: FP_20221015_F (TP40) is solved successfully. -Objective function value: -10721.1 -Violations cost : 0.0 -The case: FP_20221015_F (TP41) is solved successfully. -Objective function value: -12870.9 -Violations cost : 0.0 -The case: FP_20221015_F (TP42) is solved successfully. -Objective function value: -11995.0 -Violations cost : 0.0 -The case: FP_20221015_F (TP43) is solved successfully. -Objective function value: -14248.6 -Violations cost : 0.0 -The case: FP_20221015_F (TP44) is solved successfully. -Objective function value: -11718.3 -Violations cost : 0.0 -The case: FP_20221015_F (TP45) is solved successfully. -Objective function value: -11331.7 -Violations cost : 0.0 -The case: FP_20221015_F (TP46) is solved successfully. -Objective function value: -8645.1 -Violations cost : 0.0 -The case: FP_20221015_F (TP47) is solved successfully. -Objective function value: -6830.2 -Violations cost : 0.0 -The case: FP_20221015_F (TP48) is solved successfully. -Objective function value: -16524.1 -Violations cost : 0.0 -The case: FP_20221015_F (TP5) is solved successfully. -Objective function value: -9188.3 -Violations cost : 0.0 -The case: FP_20221015_F (TP6) is solved successfully. -Objective function value: -4752.8 -Violations cost : 0.0 -The case: FP_20221015_F (TP7) is solved successfully. -Objective function value: -3463.5 -Violations cost : 0.0 -The case: FP_20221015_F (TP8) is solved successfully. -Objective function value: -2374.5 -Violations cost : 0.0 -The case: FP_20221015_F (TP9) is solved successfully. -Objective function value: -2731.0 -Violations cost : 0.0 -Case: FP_20221015_F is complete in 84.56(secs) -Case: FP_20221015_F is finished in 84.71(secs) - -Case "NRSS_20211202_RTPtest" started at: 10/17/22 13:55:45 -Vectorisation is switched ON -The case: NRSS_20211202_RTPtest (02-DEC-2021 13:00) is solved successfully. -Objective function value: -22017.1 -Violations cost : 0.0 -The case: NRSS_20211202_RTPtest (02-DEC-2021 13:30) is solved successfully. -Objective function value: -19740.2 -Violations cost : 0.0 -The case: NRSS_20211202_RTPtest (02-DEC-2021 14:00) is solved successfully. -Objective function value: -20664.1 -Violations cost : 0.0 -The case: NRSS_20211202_RTPtest (02-DEC-2021 14:30) is solved successfully. -Objective function value: -19402.2 -Violations cost : 0.0 -The case: NRSS_20211202_RTPtest (02-DEC-2021 15:00) is solved successfully. -Objective function value: -25064.0 -Violations cost : 0.0 -The case: NRSS_20211202_RTPtest (02-DEC-2021 15:30) is solved successfully. -Objective function value: -30252.7 -Violations cost : 0.0 -The case: NRSS_20211202_RTPtest (02-DEC-2021 16:00) is solved successfully. -Objective function value: -35875.4 -Violations cost : 0.0 -The case: NRSS_20211202_RTPtest (02-DEC-2021 16:30) is solved successfully. -Objective function value: -34055.3 -Violations cost : 0.0 -Case: NRSS_20211202_RTPtest is complete in 13.34(secs) -Case: NRSS_20211202_RTPtest is finished in 13.46(secs) - -Case "PRSS_20220301_RTPtest" started at: 10/17/22 13:55:59 -Vectorisation is switched ON -The case: PRSS_20220301_RTPtest (01-MAR-2022 14:00) is solved successfully. -Objective function value: 574344001.2 -Violations cost : 0.0 -The case: PRSS_20220301_RTPtest (01-MAR-2022 14:30) is solved successfully. -Objective function value: 574361386.7 -Violations cost : 0.0 -The case: PRSS_20220301_RTPtest (01-MAR-2022 15:00) is solved successfully. -Objective function value: 574356752.8 -Violations cost : 0.0 -The case: PRSS_20220301_RTPtest (01-MAR-2022 15:30) is solved successfully. -Objective function value: 574389766.2 -Violations cost : 0.0 -The case: PRSS_20220301_RTPtest (01-MAR-2022 16:00) is solved successfully. -Objective function value: 574372247.7 -Violations cost : 0.0 -The case: PRSS_20220301_RTPtest (01-MAR-2022 16:30) is solved successfully. -Objective function value: 574383843.1 -Violations cost : 0.0 -The case: PRSS_20220301_RTPtest (01-MAR-2022 17:00) is solved successfully. -Objective function value: 574345242.4 -Violations cost : 0.0 -The case: PRSS_20220301_RTPtest (01-MAR-2022 17:30) is solved successfully. -Objective function value: 574387871.8 -Violations cost : 0.0 -Case: PRSS_20220301_RTPtest is complete in 12.91(secs) -Case: PRSS_20220301_RTPtest is finished in 12.96(secs) - -Case "RTP_20220301_RTPtest" started at: 10/17/22 13:56:12 -Vectorisation is switched ON -The case: RTP_20220301_RTPtest (01-MAR-2022 13:55) is solved successfully. -Objective function value: -34628.8 -Violations cost : 0.0 -Case: RTP_20220301_RTPtest is complete in 1.94(secs) -Case: RTP_20220301_RTPtest is finished in 1.99(secs) - -Total execute time: 114.20(secs) diff --git a/Output/Test_Run_All/Test_Run_All_BidResults_TP.csv b/Output/Test_Run_All/Test_Run_All_BidResults_TP.csv deleted file mode 100644 index a285dec..0000000 --- a/Output/Test_Run_All/Test_Run_All_BidResults_TP.csv +++ /dev/null @@ -1,273 +0,0 @@ -"DateTime","Bid","Total Bid (MW)","Cleared Bid (MW)","FIR (MW)","SIR (MW)" -"02-DEC-2021 13:00","KAW0112 DLS0",0.000,0.000,0.000,0.000 -"02-DEC-2021 13:00","KAW0113 DLS1",0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","KAW0112 DLS0",0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","KAW0113 DLS1",0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0112 DLS0",0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0113 DLS1",0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","KAW0112 DLS0",0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","KAW0113 DLS1",0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0112 DLS0",0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0113 DLS1",0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","KAW0112 DLS0",0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","KAW0113 DLS1",0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","KAW0112 DLS0",0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","KAW0113 DLS1",0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","KAW0112 DLS0",0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","KAW0113 DLS1",0.000,0.000,0.000,0.000 -"01-MAR-2022 14:00","ASB0661_3843324",2.080,2.080,0.000,0.000 -"01-MAR-2022 14:00","ASB0661_3845995",6.598,6.598,0.000,0.000 -"01-MAR-2022 14:00","ASB0661_3848194",61.766,61.766,0.000,0.000 -"01-MAR-2022 14:00","ASB0661_3848639",0.960,0.960,0.000,0.000 -"01-MAR-2022 14:00","ASB0661_3851668",0.000,0.000,0.000,0.000 -"01-MAR-2022 14:00","ASB0661_3854655",0.700,0.700,0.000,0.000 -"01-MAR-2022 14:00","ASB0661_408992272457",0.700,0.700,0.000,0.000 -"01-MAR-2022 14:00","EDG0331_3843362",0.731,0.731,0.000,0.000 -"01-MAR-2022 14:00","EDG0331_3845997",15.301,15.301,0.000,0.000 -"01-MAR-2022 14:00","EDG0331_3848175",3.245,3.245,0.000,0.000 -"01-MAR-2022 14:00","EDG0331_3848641",2.522,2.522,0.000,0.000 -"01-MAR-2022 14:00","EDG0331_3851778",0.161,0.161,0.000,0.000 -"01-MAR-2022 14:00","EDG0331_3853976",3.832,3.832,0.000,0.000 -"01-MAR-2022 14:00","EDG0331_3854674",0.000,0.000,0.000,0.000 -"01-MAR-2022 14:00","EDG0331_408992272459",0.500,0.500,0.000,0.000 -"01-MAR-2022 14:00","GLN0331_136035514942",85.000,85.000,0.000,0.000 -"01-MAR-2022 14:00","KAW0111_262793319582",0.000,0.000,0.000,0.000 -"01-MAR-2022 14:00","KAW0111_3843364",0.156,0.156,0.000,0.000 -"01-MAR-2022 14:00","KAW0111_3845999",0.392,0.392,0.000,0.000 -"01-MAR-2022 14:00","KAW0111_3848177",0.242,0.242,0.000,0.000 -"01-MAR-2022 14:00","KAW0111_3848643",6.683,6.683,0.000,0.000 -"01-MAR-2022 14:00","KAW0111_3853984",0.422,0.422,0.000,0.000 -"01-MAR-2022 14:00","KAW0111_3854688",0.000,0.000,0.000,0.000 -"01-MAR-2022 14:00","KAW0111_408992272461",2.400,2.400,0.000,0.000 -"01-MAR-2022 14:00","KIN0111_3842538",19.600,19.600,0.000,0.000 -"01-MAR-2022 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00:30","WTU_T3.T3","321","320",19.74052,121.10000,0.01736,0.04750,69.50751,69.70142,0.00000,-0.34659 -"15-OCT-2022 00:30","WTU_T4.T4","766","320",19.73285,121.10000,0.01751,0.04750,69.50743,69.70142,0.00000,-0.35146 -"15-OCT-2022 00:30","WVY_T1.T1","366","365",1.43938,10.00000,0.00103,0.00670,72.63937,72.69155,0.00000,-0.24352 -"15-OCT-2022 00:30","WWD_T1.T1","499","497",-6.88300,2000.00000,0.00000,0.00000,76.16894,76.16894,0.00000,0.00000 -"15-OCT-2022 00:30","WWD_T2.T2","498","770",-5.75300,2000.00000,0.00000,0.00000,76.16927,76.16927,0.00000,0.00000 -"15-OCT-2022 01:00","ABY_T2.T2","561","560",1.76760,11.29000,0.00055,0.01010,77.18079,77.26339,0.00000,-0.33831 -"15-OCT-2022 01:00","ALB_HEN3.1","9","19",-56.80167,617.46000,0.06829,0.00000,73.83557,73.79689,0.00000,-1.42243 -"15-OCT-2022 01:00","ALB_HPI1.1","9","22",-30.30198,617.46000,0.02034,0.00000,73.83557,73.84166,0.00000,-0.84323 -"15-OCT-2022 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01:00","STU_TIM.1","675","575",-8.17564,58.87000,0.05315,0.00000,79.28838,78.77291,0.00000,0.00000 -"15-OCT-2022 01:00","SVL_T1.T1","39","38",16.36798,131.90000,0.00849,0.03920,73.88058,73.91489,0.00000,-1.48169 -"15-OCT-2022 01:00","SVL_T2.T2","40","38",15.32665,141.75000,0.00609,0.04890,73.88118,73.91489,0.00000,-1.77411 -"15-OCT-2022 01:00","SWN_T1A.T1A","43","41",0.00000,2000.00000,0.00000,0.00000,73.28858,73.28858,0.00000,0.00000 -"15-OCT-2022 01:00","SWN_T1B.T1B","43","41",0.00000,2000.00000,0.00000,0.00000,73.28858,73.28858,0.00000,0.00000 -"15-OCT-2022 01:00","SWN_T2.T2","43","42",0.97968,48.75000,0.00063,0.01210,73.28858,73.33565,0.00000,-0.44368 -"15-OCT-2022 01:00","TAA_T1.T1","260","259",-27.00000,2000.00000,0.00000,0.00000,67.18793,67.18793,0.00000,0.00000 -"15-OCT-2022 01:00","TAA_WRK1.1","260","297",27.00000,2000.00000,0.00000,0.00000,67.18793,67.18793,0.00000,0.00000 -"15-OCT-2022 01:00","TAK_T5.T5","102","100",21.47325,162.14000,0.00809,0.05520,73.23240,73.23346,0.00000,-2.30611 -"15-OCT-2022 01:00","TAK_T8.T8","101","100",23.33978,162.14000,0.00874,0.05520,73.17952,73.23346,0.00000,-1.71183 -"15-OCT-2022 01:00","TAP_T1.T1","403","402",-33.17400,2000.00000,0.00000,0.00000,74.58260,74.58260,0.00000,0.00000 -"15-OCT-2022 01:00","TAP_WDV1.1","403","425",33.17400,2000.00000,0.00000,0.00000,74.58260,74.58260,0.00000,0.00000 -"15-OCT-2022 01:00","TGA_T1.T1","264","262",4.43810,36.03000,0.00305,0.01590,67.75015,67.79877,0.00000,-0.53451 -"15-OCT-2022 01:00","TGA_T2.T2","264","262",4.43316,38.40000,0.00331,0.01590,67.75015,67.79877,0.00000,-0.54349 -"15-OCT-2022 01:00","TGA_T3.T3","264","263",10.18521,108.40000,0.00722,0.02430,67.75015,67.78558,0.00000,-0.88798 -"15-OCT-2022 01:00","TGA_T4.T4","264","263",12.59175,108.40000,0.00468,0.02980,67.75015,67.78558,0.00000,-0.94562 -"15-OCT-2022 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01:00","TMU_T2.T2","152","151",7.45662,40.93000,0.00689,0.01660,71.41643,71.58579,0.00000,-0.20927 -"15-OCT-2022 01:00","TNG_T11.T11","416","413",8.50467,60.90000,0.00936,0.02660,70.46967,70.54738,0.00000,-0.93814 -"15-OCT-2022 01:00","TNG_T12.T12","416","413",8.49465,60.90000,0.00936,0.02660,70.46967,70.54738,0.00000,-0.93842 -"15-OCT-2022 01:00","TNG_T2.T2","416","414",0.03263,21.67000,0.00003,0.01220,70.46967,70.52483,0.00000,-0.43020 -"15-OCT-2022 01:00","TNG_T3.T3","416","415",0.03122,21.67000,0.00002,0.00940,70.46967,70.51350,0.00000,-0.33141 -"15-OCT-2022 01:00","TRC_T1.L1","154","157",-6.16013,2000.00000,0.00000,0.00000,73.09436,73.09436,0.00000,0.00000 -"15-OCT-2022 01:00","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,73.09436,73.09436,0.00000,0.00000 -"15-OCT-2022 01:00","TRC_T1.T1","155","157",-8.83987,2000.00000,0.00000,0.00000,73.09436,73.09436,0.00000,0.00000 -"15-OCT-2022 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01:00","TRK_T2.T2","276","274",-1.00076,210.10000,0.00014,0.03500,67.06410,67.10214,0.00000,-1.19739 -"15-OCT-2022 01:00","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,67.12477,67.10214,0.00000,0.00000 -"15-OCT-2022 01:00","TRK_T3.M3","275","273",1.01847,210.10000,0.00021,0.00000,67.08524,67.10214,0.00000,0.00146 -"15-OCT-2022 01:00","TRK_T3.T3","276","273",-1.00076,210.10000,0.00014,0.03500,67.06410,67.10214,0.00000,-1.19739 -"15-OCT-2022 01:00","TRK_T4.T4","275","270",3.34380,20.00000,0.00280,0.01200,67.08524,67.25374,0.00000,-0.21609 -"15-OCT-2022 01:00","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,62.04506,62.04506,0.00000,0.00000 -"15-OCT-2022 01:00","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,62.04506,62.04506,0.00000,0.00000 -"15-OCT-2022 01:00","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,62.04506,62.04506,0.00000,0.00000 -"15-OCT-2022 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01:00","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,67.78929,67.78929,0.00000,0.00000 -"15-OCT-2022 01:00","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,67.78929,67.78929,0.00000,0.00000 -"15-OCT-2022 01:00","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,67.78929,67.78929,0.00000,0.00000 -"15-OCT-2022 01:00","WHI_WRK1.1","319","299",-29.16533,582.67000,0.14661,0.00000,67.78929,67.38553,0.00000,0.91854 -"15-OCT-2022 01:00","WHU_T1.T1","162","161",8.59924,103.30000,0.00450,0.02100,73.76096,73.79358,0.00000,-0.80081 -"15-OCT-2022 01:00","WHU_T3.T3","162","161",8.58600,75.49000,0.00309,0.02030,73.76096,73.79358,0.00000,-0.72303 -"15-OCT-2022 01:00","WHU_WKO1.1","162","164",18.16921,123.00000,0.03847,0.00000,73.76096,74.39943,0.00000,4.36903 -"15-OCT-2022 01:00","WHU_WKO2.1","162","164",18.13928,123.00000,0.03828,0.00000,73.76096,74.39943,0.00000,4.36664 -"15-OCT-2022 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01:30","HWA_T2.T2","337","336",6.97884,34.75000,0.00784,0.03950,67.76757,67.92571,0.00000,-1.05594 -"15-OCT-2022 01:30","HWA_T3.T3","337","767",10.81767,40.00000,0.01792,0.01350,67.76757,67.95878,0.00000,-0.03332 -"15-OCT-2022 01:30","HWA_WAA1.1","337","364",0.00000,87.07000,0.00000,0.00000,67.76757,67.76757,0.00000,0.00000 -"15-OCT-2022 01:30","HWA_WAA2.1","337","364",0.00000,87.07000,0.00000,0.00000,67.76757,67.76757,0.00000,0.00000 -"15-OCT-2022 01:30","HWA_WVY1.1","337","366",-21.72939,165.05000,0.11085,0.00000,67.76757,67.07844,0.00000,3.73120 -"15-OCT-2022 01:30","HWB_ROX1.1","716","746",-9.12344,77.00000,0.14546,0.00000,75.88321,74.14228,0.00000,2.42276 -"15-OCT-2022 01:30","HWB_ROX2.1","716","746",-9.12344,77.00000,0.14546,0.00000,75.88321,74.14228,0.00000,2.42247 -"15-OCT-2022 01:30","HWB_SDN.1","717","749",4.02190,370.00000,0.00278,0.00000,76.15071,76.19193,0.00000,-0.02300 -"15-OCT-2022 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01:30","HWB_WPIC.1","714","753",-1.43400,2000.00000,0.00000,0.00000,76.18566,76.18566,0.00000,0.00000 -"15-OCT-2022 01:30","IGH_KIK1.1","512","519",-2.41496,68.00000,0.01199,0.00000,80.33804,79.95911,0.00000,-0.02400 -"15-OCT-2022 01:30","IGH_KIK1.2","516","519",3.35098,68.00000,0.02404,0.00000,79.41423,79.95911,0.00000,-0.04816 -"15-OCT-2022 01:30","IGH_KIK2.1","512","516",-3.33245,101.00000,0.02123,0.00000,80.33804,79.41423,0.00000,0.68665 -"15-OCT-2022 01:30","IGH_ORO1.1","512","520",2.08981,59.65000,0.00781,0.00000,80.33804,80.63925,0.00000,0.00000 -"15-OCT-2022 01:30","IGH_ORO2.1","512","521",2.03542,67.99000,0.01042,0.00000,80.33804,80.75128,0.00000,0.00000 -"15-OCT-2022 01:30","INV_MAN.1","722","732",-54.10869,379.91000,0.29673,0.00000,80.07937,79.34664,0.00000,7.94257 -"15-OCT-2022 01:30","INV_NMA.1","722","735",-33.33690,457.00000,0.01607,0.00000,80.07937,80.11613,0.00000,-1.25599 -"15-OCT-2022 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01:30","OTA_SWN.1","84","43",135.17831,915.00000,0.05870,0.00000,67.19811,67.30578,0.00000,5.30185 -"15-OCT-2022 01:30","OTA_T13.T13","84","79",12.46141,91.96000,0.00776,0.01730,67.19811,67.23995,0.00000,-0.58163 -"15-OCT-2022 01:30","OTA_T14.T14","84","79",12.46141,91.96000,0.00776,0.01730,67.19811,67.23995,0.00000,-0.58163 -"15-OCT-2022 01:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,67.40208,67.42476,0.00000,0.00000 -"15-OCT-2022 01:30","OTA_T3.M3","82","81",-50.31109,337.70000,0.01018,0.00000,67.46201,67.42476,0.00000,0.59360 -"15-OCT-2022 01:30","OTA_T3.T3","84","81",50.34131,337.70000,0.00607,0.04830,67.19811,67.42476,0.00000,3.87211 -"15-OCT-2022 01:30","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,67.44311,67.42720,0.00000,0.00000 -"15-OCT-2022 01:30","OTA_T4.M4","82","80",-50.44236,327.70000,0.01181,0.00000,67.46201,67.42720,0.00000,0.47974 -"15-OCT-2022 01:30","OTA_T4.T4","84","80",50.46278,327.70000,0.00232,0.03620,67.19811,67.42720,0.00000,4.48171 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01:30","PAK_T1.T1","87","86",17.19732,140.75000,0.00778,0.04370,67.08268,67.11280,0.00000,-1.46856 -"15-OCT-2022 01:30","PAK_T2.T2","87","86",17.19960,140.75000,0.00773,0.04370,67.08268,67.11280,0.00000,-1.46689 -"15-OCT-2022 01:30","PAK_T3.T3","87","86",17.20880,140.80000,0.00765,0.04370,67.08268,67.11280,0.00000,-1.46380 -"15-OCT-2022 01:30","PAK_WKM1.1","61","87",235.76974,808.21000,0.12013,0.00000,66.95433,67.08268,0.00000,11.10106 -"15-OCT-2022 01:30","PAK_WKM1.2","61","289",-239.12112,1212.12000,3.35137,0.00000,66.95433,62.81632,0.00000,382.54837 -"15-OCT-2022 01:30","PAK_WKM2.1","62","87",235.89447,808.21000,0.12133,0.00000,66.95472,67.08268,0.00000,11.02238 -"15-OCT-2022 01:30","PAK_WKM2.2","62","289",-239.24938,1212.12000,3.35490,0.00000,66.95472,62.81632,0.00000,382.74181 -"15-OCT-2022 01:30","PEN_R862.1","96","757",58.12578,2000.00000,0.00000,0.00000,67.44556,67.70668,0.00000,7.58899 -"15-OCT-2022 01:30","PEN_T11.T11","96","92",42.05061,235.40000,0.08405,0.05600,67.44556,67.68272,0.00000,0.24680 -"15-OCT-2022 01:30","PEN_T21.T21","90","92",-7.58654,45.23000,0.00483,0.00450,67.81830,67.68272,0.00000,0.19807 -"15-OCT-2022 01:30","PEN_T23.T23","90","92",-7.32663,45.25000,0.00485,0.00450,67.81830,67.68272,0.00000,0.17970 -"15-OCT-2022 01:30","PEN_T5.T5","96","91",1.25385,48.75000,0.00080,0.01210,67.44556,67.48888,0.00000,-0.40831 -"15-OCT-2022 01:30","PEN_T6.L6","794","94",0.00000,74.50000,0.00000,0.00000,67.57199,67.58519,0.00000,0.00000 -"15-OCT-2022 01:30","PEN_T6.M6","95","94",-53.54514,310.30000,0.01595,0.00000,67.63480,67.58519,0.00000,0.78877 -"15-OCT-2022 01:30","PEN_T6.T6","96","94",53.57593,310.30000,0.00749,0.04660,67.44556,67.58519,0.00000,1.91248 -"15-OCT-2022 01:30","PEN_T7.T7","96","92",39.02510,252.30000,0.02745,0.05140,67.44556,67.68272,0.00000,1.95917 -"15-OCT-2022 01:30","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,67.44556,67.48688,0.00000,-4.17744 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01:30","PRM_T2.T2","485","483",10.71034,140.75000,0.00435,0.03440,70.32258,70.35065,0.00000,-1.21272 -"15-OCT-2022 01:30","PRU_T1.T1","673","672",-11.50000,2000.00000,0.00000,0.00000,73.47141,73.47141,0.00000,0.00000 -"15-OCT-2022 01:30","PTA_T1.T1","349","348",-31.00000,2000.00000,0.00000,0.00000,67.76757,67.76757,0.00000,0.00000 -"15-OCT-2022 01:30","RDF_T1.T1","303","302",12.61773,140.75000,0.00577,0.04500,62.27254,62.30703,0.00000,-1.36413 -"15-OCT-2022 01:30","RDF_T2.T2","303","302",12.24983,140.75000,0.00799,0.03260,62.27254,62.30703,0.00000,-1.05338 -"15-OCT-2022 01:30","RDF_T3.T3","304","303",-18.40968,104.00000,0.01393,0.03900,62.39964,62.27254,0.00000,-0.48162 -"15-OCT-2022 01:30","RDF_T4.T4","304","303",-18.40968,104.00000,0.01393,0.03900,62.39964,62.27254,0.00000,-0.48162 -"15-OCT-2022 01:30","RDF_TUI1.1","303","312",-23.47464,69.81000,0.78860,0.00000,62.27254,57.15937,0.00000,35.46092 -"15-OCT-2022 01:30","RDF_TUI2.1","303","312",-23.47605,69.81000,0.78867,0.00000,62.27254,57.15937,0.00000,35.46215 -"15-OCT-2022 01:30","RDF_WHI1.1","304","319",18.29454,583.00000,0.01856,0.00000,62.39964,62.45128,0.00000,-0.10729 -"15-OCT-2022 01:30","RDF_WRK.1","304","299",-19.39291,582.67000,0.12112,0.00000,62.39964,62.07931,0.00000,-0.67294 -"15-OCT-2022 01:30","RDF_WTU1.1","304","766",18.86120,346.76000,0.00894,0.00000,62.39964,62.42922,0.00000,-0.00025 -"15-OCT-2022 01:30","RDF_WTU2.1","304","321",18.86853,347.00000,0.00895,0.00000,62.39964,62.42929,0.00000,0.00025 -"15-OCT-2022 01:30","RKA_T1.T1","255","764",-31.00000,2000.00000,0.00000,0.00000,61.89727,61.89727,0.00000,0.00000 -"15-OCT-2022 01:30","RKA_WRK1.1","255","297",15.50000,2000.00000,0.00000,0.00000,61.89727,61.89727,0.00000,0.00000 -"15-OCT-2022 01:30","RKA_WRK2.1","255","297",15.50000,9999.00000,0.00000,0.00000,61.89727,61.89727,0.00000,0.00000 -"15-OCT-2022 01:30","ROS_T2.T2","99","98",10.98454,81.09000,0.00700,0.01800,67.84962,67.88820,0.00000,-0.63666 -"15-OCT-2022 01:30","ROS_T3.T3","99","98",12.62677,94.12000,0.00532,0.02680,67.84962,67.88820,0.00000,-0.84661 -"15-OCT-2022 01:30","ROS_T4.T4","99","98",10.98274,83.90000,0.00734,0.01800,67.84962,67.88820,0.00000,-0.64842 -"15-OCT-2022 01:30","ROT_T2.T2","765","257",11.51782,66.12000,0.01518,0.01560,61.74924,62.10082,0.00000,1.06894 -"15-OCT-2022 01:30","ROT_T3.T3","765","256",5.18831,36.40000,0.00287,0.01580,61.74924,61.99599,0.00000,0.06142 -"15-OCT-2022 01:30","ROT_T4.T4","258","256",4.07964,36.40000,0.00228,0.01580,62.17318,61.99599,0.00000,-0.92195 -"15-OCT-2022 01:30","ROT_T5.T5","258","257",9.09368,66.12000,0.00772,0.01560,62.17318,62.10082,0.00000,-1.05311 -"15-OCT-2022 01:30","ROT_TRK1.1","258","275",-13.21855,77.36000,0.02953,0.00000,62.17318,61.80812,0.00000,1.49496 -"15-OCT-2022 01:30","ROT_TRK2.1","765","275",3.27817,77.36000,0.00486,0.00000,61.74924,61.80812,0.00000,-0.05357 -"15-OCT-2022 01:30","ROT_WHE1.1","765","280",-20.00000,2000.00000,0.00000,0.00000,61.74924,61.74924,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_T1.T1","747","744",-16.00020,2000.00000,0.00000,0.00000,74.97848,74.97848,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_T10.L10","835","745",0.00000,10.65000,0.00000,0.00000,74.05457,74.04926,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_T10.M10","746","745",-17.62389,196.30000,0.00406,0.00000,74.14228,74.04926,0.00000,0.66925 -"15-OCT-2022 01:30","ROX_T10.T10","747","745",17.64197,196.30000,0.00154,0.03310,74.97848,74.04926,0.00000,-9.47903 -"15-OCT-2022 01:30","ROX_T2.T2","747","743",-16.00020,2000.00000,0.00000,0.00000,74.97848,74.97848,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_T3.T3","747","742",-16.00020,2000.00000,0.00000,0.00000,74.97848,74.97848,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_T4.T4","747","741",-16.00020,2000.00000,0.00000,0.00000,74.97848,74.97848,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_T5.T5","747","740",-16.00020,2000.00000,0.00000,0.00000,74.97848,74.97848,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_T6.T6","746","739",-13.33667,2000.00000,0.00000,0.00000,74.14228,74.14228,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_T7.T7","746","738",-13.33667,2000.00000,0.00000,0.00000,74.14228,74.14228,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_T8.T8","746","737",-13.33667,2000.00000,0.00000,0.00000,74.14228,74.14228,0.00000,0.00000 -"15-OCT-2022 01:30","ROX_TMH1.1","747","750",98.47724,470.00000,0.70979,0.00000,74.97848,76.14748,0.00000,30.53536 -"15-OCT-2022 01:30","ROX_TMH2.1","747","750",98.47724,470.00000,0.70979,0.00000,74.97848,76.14748,0.00000,30.53536 -"15-OCT-2022 01:30","RPO_T5.T5","401","400",-51.00000,2000.00000,0.00000,0.00000,63.32633,63.32633,0.00000,0.00000 -"15-OCT-2022 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01:30","WHI_T3.T3","319","315",6.30385,67.00000,0.00232,0.03400,62.45128,62.47431,0.00000,-1.06206 -"15-OCT-2022 01:30","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,62.45128,62.45128,0.00000,0.00000 -"15-OCT-2022 01:30","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,62.45128,62.45128,0.00000,0.00000 -"15-OCT-2022 01:30","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,62.45128,62.45128,0.00000,0.00000 -"15-OCT-2022 01:30","WHI_WRK1.1","319","299",-26.89142,582.67000,0.13518,0.00000,62.45128,62.07931,0.00000,0.78023 -"15-OCT-2022 01:30","WHU_T1.T1","162","161",8.76244,103.30000,0.00459,0.02100,67.77581,67.80578,0.00000,-0.73628 -"15-OCT-2022 01:30","WHU_T3.T3","162","161",8.74895,75.49000,0.00315,0.02030,67.77581,67.80578,0.00000,-0.66391 -"15-OCT-2022 01:30","WHU_WKO1.1","162","164",17.86284,123.00000,0.03585,0.00000,67.77581,68.36247,0.00000,4.01444 -"15-OCT-2022 01:30","WHU_WKO2.1","162","164",17.83341,123.00000,0.03565,0.00000,67.77581,68.36247,0.00000,4.01240 -"15-OCT-2022 01:30","WIL_T3.T3","496","493",4.30504,109.95000,0.00089,0.04750,70.79893,70.81353,0.00000,-1.68184 -"15-OCT-2022 01:30","WIL_T5.T5","496","493",4.30523,109.95000,0.00089,0.04750,70.79893,70.81353,0.00000,-1.68180 -"15-OCT-2022 01:30","WIL_T8.L8","812","494",0.00000,72.00000,0.00000,0.00000,70.93133,70.94280,0.00000,0.00000 -"15-OCT-2022 01:30","WIL_T8.M8","495","494",-60.17513,306.20000,0.01757,0.00000,70.98107,70.94280,0.00000,0.52810 -"15-OCT-2022 01:30","WIL_T8.T8","496","494",60.21146,306.20000,0.00988,0.05290,70.79893,70.94280,0.00000,2.10434 -"15-OCT-2022 01:30","WIR_T1.T1","104","103",26.17870,120.03000,0.02721,0.09360,67.83265,67.89355,0.00000,-3.30399 -"15-OCT-2022 01:30","WIR_T2.T2","758","103",14.54578,115.00000,0.01422,0.03850,67.66868,67.89355,0.00000,-0.15424 -"15-OCT-2022 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01:30","WKM_TIE1.1","288","289",110.81406,1104.00000,0.00439,0.00000,62.80777,62.81632,0.00000,0.33593 -"15-OCT-2022 01:30","WKM_TIE2.1","288","289",111.66022,1104.00000,0.00442,0.00000,62.80777,62.81632,0.00000,0.33849 -"15-OCT-2022 01:30","WKM_WRK1.1","289","299",-257.14906,952.63000,1.24403,0.00000,62.81632,62.07931,0.00000,55.68714 -"15-OCT-2022 01:30","WKO_T1.T1","164","163",5.63462,41.15000,0.00435,0.03230,68.36247,68.44849,0.00000,-1.01214 -"15-OCT-2022 01:30","WKO_T2.T2","164","163",11.67873,54.05000,0.00844,0.02880,68.36247,68.44849,0.00000,-0.77235 -"15-OCT-2022 01:30","WPA_T1.T1","291","290",-42.00000,2000.00000,0.00000,0.00000,62.51384,62.51384,0.00000,0.00000 -"15-OCT-2022 01:30","WPP_T1.T1","367","368",-52.06300,9999.00000,0.00000,0.00000,67.07844,67.07844,0.00000,0.00000 -"15-OCT-2022 01:30","WPP_WVY1.1","367","366",52.06300,9999.00000,0.00000,0.00000,67.07844,67.07844,0.00000,0.00000 -"15-OCT-2022 01:30","WPR_T12.T12","557","555",13.37414,110.60000,0.00582,0.04080,76.99826,76.90445,0.00000,-2.42008 -"15-OCT-2022 01:30","WPR_T13.T13","556","555",13.36436,110.60000,0.00583,0.04080,77.00262,76.90445,0.00000,-2.44892 -"15-OCT-2022 01:30","WPR_T3.T3","555","554",3.68362,13.60000,0.00662,0.01000,76.90445,77.13983,0.00000,-0.20766 -"15-OCT-2022 01:30","WPW_T1.T1","431","429",4.82934,26.23000,0.00631,0.04000,70.09986,70.49844,0.00000,-0.67008 -"15-OCT-2022 01:30","WPW_T2.T2","430","429",6.01391,26.23000,0.00697,0.02850,70.45520,70.49844,0.00000,-1.12013 -"15-OCT-2022 01:30","WPW_T33.T33","429","428",1.76300,10.00000,0.00152,0.00720,70.49844,70.66331,0.00000,-0.16269 -"15-OCT-2022 01:30","WRD_T1.T1","49","47",13.03645,80.00000,0.00000,0.00000,67.82449,67.81965,0.00000,-0.03151 -"15-OCT-2022 01:30","WRD_T2.T2","48","779",0.00000,80.00000,0.00000,0.00000,67.82527,67.82527,0.00000,0.00000 -"15-OCT-2022 01:30","WRD_T3.T3","755","47",12.71251,80.00000,0.00000,0.00000,67.82425,67.81965,0.00000,-0.02922 -"15-OCT-2022 01:30","WRD_T7.T7","50","47",21.21370,157.64000,0.01026,0.03680,67.77446,67.81965,0.00000,-1.11630 -"15-OCT-2022 01:30","WRK_T1.T1","299","295",-22.23529,2000.00000,0.00000,0.00000,62.07931,62.07931,0.00000,0.00000 -"15-OCT-2022 01:30","WRK_T2.T2","299","296",-9.13043,2000.00000,0.00000,0.00000,62.07931,62.07931,0.00000,0.00000 -"15-OCT-2022 01:30","WRK_T29.T29","299","297",-18.09555,65.26000,0.03113,0.06840,62.07931,61.89727,0.00000,-1.44244 -"15-OCT-2022 01:30","WRK_T3.L3","294","298",19.97954,2000.00000,0.00000,0.00000,62.07931,62.07931,0.00000,0.00000 -"15-OCT-2022 01:30","WRK_T3.M3","293","298",17.88491,2000.00000,0.00000,0.00000,62.07931,62.07931,0.00000,0.00000 -"15-OCT-2022 01:30","WRK_T3.T3","299","298",-37.86445,2000.00000,0.00000,0.00000,62.07931,62.07931,0.00000,0.00000 -"15-OCT-2022 01:30","WRK_T30.T30","297","299",17.62565,67.90000,0.03015,0.07920,61.89727,62.07931,0.00000,-1.78987 -"15-OCT-2022 01:30","WRK_T4.T4","299","292",-35.76982,2000.00000,0.00000,0.00000,62.07931,62.07931,0.00000,0.00000 -"15-OCT-2022 01:30","WTK_T21.T21","689","681",-34.59976,68.64000,0.06365,0.03970,71.75325,71.43826,0.00000,1.74139 -"15-OCT-2022 01:30","WTK_T22.T22","689","681",-35.15478,68.71000,0.06641,0.04060,71.75325,71.43826,0.00000,1.69748 -"15-OCT-2022 01:30","WTK_T23.L23","830","686",0.00000,51.10000,0.00000,0.00000,71.79728,71.78014,0.00000,0.00000 -"15-OCT-2022 01:30","WTK_T23.M23","687","686",-18.39861,85.20000,0.00378,0.00000,71.80969,71.78014,0.00000,0.13612 -"15-OCT-2022 01:30","WTK_T23.T23","689","686",18.45229,99.60000,0.00163,0.10410,71.75325,71.78014,0.00000,-3.54659 -"15-OCT-2022 01:30","WTK_T24.L24","829","685",0.00000,51.10000,0.00000,0.00000,71.74441,71.76121,0.00000,0.00000 -"15-OCT-2022 01:30","WTK_T24.M24","688","685",-17.37021,85.20000,0.00309,0.00000,71.79050,71.76121,0.00000,0.14344 -"15-OCT-2022 01:30","WTK_T24.T24","689","685",17.42391,99.60000,0.00165,0.10410,71.75325,71.76121,0.00000,-3.72484 -"15-OCT-2022 01:30","WTK_T28.T28","681","684",0.00165,6.90000,0.00000,0.00330,71.43826,71.53447,0.00000,-0.11803 -"15-OCT-2022 01:30","WTU_T3.T3","321","320",18.83583,121.10000,0.01486,0.04750,62.42929,62.60346,0.00000,-0.31165 -"15-OCT-2022 01:30","WTU_T4.T4","766","320",18.82851,121.10000,0.01498,0.04750,62.42922,62.60346,0.00000,-0.31532 -"15-OCT-2022 01:30","WVY_T1.T1","366","365",1.36933,10.00000,0.00098,0.00670,67.07844,67.12663,0.00000,-0.22487 -"15-OCT-2022 01:30","WWD_T1.T1","499","497",-3.23500,2000.00000,0.00000,0.00000,70.97831,70.97831,0.00000,0.00000 -"15-OCT-2022 01:30","WWD_T2.T2","498","770",-3.32800,2000.00000,0.00000,0.00000,70.97876,70.97876,0.00000,0.00000 -"15-OCT-2022 02:00","ABY_T2.T2","561","560",1.63746,11.29000,0.00041,0.01010,58.57947,58.64216,0.00000,-0.25677 -"15-OCT-2022 02:00","ALB_HEN3.1","9","19",-53.68295,617.46000,0.06454,0.00000,56.67130,56.59269,0.00000,0.28121 -"15-OCT-2022 02:00","ALB_HPI1.1","9","22",-28.19372,617.46000,0.01893,0.00000,56.67130,56.64930,0.00000,-0.22614 -"15-OCT-2022 02:00","ALB_SVL1.1","9","39",15.40607,305.00000,0.00945,0.00000,56.67130,56.70584,0.00000,-0.00170 -"15-OCT-2022 02:00","ALB_SVL2.1","9","40",14.43203,305.00000,0.00885,0.00000,56.67130,56.70630,0.00000,0.00160 -"15-OCT-2022 02:00","ALB_T3.T3","9","5",12.09346,129.00000,0.00723,0.03970,56.67130,56.70568,0.00000,-1.12281 -"15-OCT-2022 02:00","ALB_T4.L4","775","6",0.00000,79.20000,0.00000,0.00000,56.69269,56.67655,0.00000,0.00000 -"15-OCT-2022 02:00","ALB_T5.L5","776","6",0.00000,72.02000,0.00000,0.00000,56.69147,56.67655,0.00000,0.00000 -"15-OCT-2022 02:00","ALB_T5.M5","7","6",-25.11733,208.90000,0.00507,0.00000,56.68800,56.67655,0.00000,0.00021 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02:00","OAM_T2.T2","656","655",10.68952,65.45000,0.01012,0.02190,61.22274,61.46554,0.00000,0.31376 -"15-OCT-2022 02:00","OHA_T4.T4","661","660",-28.87350,2000.00000,0.00000,0.00000,58.36315,58.36315,0.00000,0.00000 -"15-OCT-2022 02:00","OHA_T5.T5","661","659",-28.87350,2000.00000,0.00000,0.00000,58.36315,58.36315,0.00000,0.00000 -"15-OCT-2022 02:00","OHA_T6.T6","661","658",-28.87350,2000.00000,0.00000,0.00000,58.36315,58.36315,0.00000,0.00000 -"15-OCT-2022 02:00","OHA_T7.T7","661","657",-28.87350,2000.00000,0.00000,0.00000,58.36315,58.36315,0.00000,0.00000 -"15-OCT-2022 02:00","OHA_TWZ1.1","661","680",57.76312,382.00000,0.03048,0.00000,58.36315,58.47989,0.00000,2.48030 -"15-OCT-2022 02:00","OHA_TWZ2.1","661","680",57.73088,382.00000,0.03042,0.00000,58.36315,58.47989,0.00000,2.48030 -"15-OCT-2022 02:00","OHB_T10.T10","666","664",-31.30500,2000.00000,0.00000,0.00000,58.38042,58.38042,0.00000,0.00000 -"15-OCT-2022 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02:00","PEN_R862.1","96","757",56.96243,2000.00000,0.00000,0.00000,56.58870,56.63213,0.00000,1.23690 -"15-OCT-2022 02:00","PEN_T11.T11","96","92",41.20043,235.40000,0.07955,0.05600,56.58870,56.78768,0.00000,0.25038 -"15-OCT-2022 02:00","PEN_T21.T21","90","92",-7.38774,45.23000,0.00445,0.00450,56.90144,56.78768,0.00000,0.16556 -"15-OCT-2022 02:00","PEN_T23.T23","90","92",-7.13465,45.25000,0.00444,0.00450,56.90144,56.78768,0.00000,0.15140 -"15-OCT-2022 02:00","PEN_T5.T5","96","91",0.21319,48.75000,0.00014,0.01210,56.58870,56.62504,0.00000,-0.34258 -"15-OCT-2022 02:00","PEN_T6.L6","794","94",0.00000,74.50000,0.00000,0.00000,56.60072,56.61178,0.00000,0.00000 -"15-OCT-2022 02:00","PEN_T6.M6","95","94",-52.59323,310.30000,0.01515,0.00000,56.65923,56.61178,0.00000,0.81839 -"15-OCT-2022 02:00","PEN_T6.T6","96","94",52.62365,310.30000,0.00712,0.04660,56.58870,56.61178,0.00000,-0.91303 -"15-OCT-2022 02:00","PEN_T7.T7","96","92",38.23610,252.30000,0.02548,0.05140,56.58870,56.78768,0.00000,1.62141 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02:30","NMA_GOR_TMH1.2","690","750",-64.92630,382.17000,0.81161,0.00000,21.86273,21.02101,0.00000,18.45272 -"15-OCT-2022 02:30","NMA_GOR_TMH1.3","711","690",-2.32648,304.84000,0.00021,0.00000,21.86654,21.86273,0.00000,0.00219 -"15-OCT-2022 02:30","NMA_GOR_TMH2.1","691","735",61.78613,382.17000,0.24911,0.00000,21.86273,22.11658,0.00000,5.08765 -"15-OCT-2022 02:30","NMA_GOR_TMH2.2","691","750",-64.92499,382.17000,0.81157,0.00000,21.86273,21.02101,0.00000,18.45276 -"15-OCT-2022 02:30","NMA_GOR_TMH2.3","712","691",-2.32729,304.84000,0.00021,0.00000,21.86661,21.86273,0.00000,0.00223 -"15-OCT-2022 02:30","NMA_T1.T1","735","734",-0.80093,62.32000,0.00061,0.03170,22.11658,22.09959,0.00000,-0.35049 -"15-OCT-2022 02:30","NMA_T2.T2","735","734",-0.79837,62.32000,0.00062,0.03170,22.11658,22.09959,0.00000,-0.35061 -"15-OCT-2022 02:30","NMA_TWI1.1","735","751",125.41018,467.00000,0.49214,0.00000,22.11658,22.27605,0.00000,4.51787 -"15-OCT-2022 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02:30","NTM_T2.T2","230","228",-42.50000,2000.00000,0.00000,0.00000,17.81508,17.81508,0.00000,0.00000 -"15-OCT-2022 02:30","OAM_BPT_WTK1.1","619","774",11.73866,71.45000,0.12412,0.00000,20.18364,20.85206,0.00000,2.62912 -"15-OCT-2022 02:30","OAM_BPT_WTK1.2","619","688",-16.77347,74.30000,0.15772,0.00000,20.18364,19.81824,0.00000,1.47286 -"15-OCT-2022 02:30","OAM_BPT_WTK1.3","619","640",4.87710,42.00000,0.00110,0.00000,20.18364,20.18819,0.00000,0.00000 -"15-OCT-2022 02:30","OAM_STU_WTK2.1","618","656",10.60818,72.21000,0.05337,0.00000,20.37136,20.81074,0.00000,1.77514 -"15-OCT-2022 02:30","OAM_STU_WTK2.2","639","687",-17.86225,74.30000,0.23667,0.00000,20.33686,19.82354,0.00000,2.17803 -"15-OCT-2022 02:30","OAM_STU_WTK2.3","618","828",0.00000,80.00000,0.00000,0.00000,20.37136,20.28955,0.00000,0.00000 -"15-OCT-2022 02:30","OAM_STU_WTK2.4","639","618",10.62458,80.00000,0.01640,0.00000,20.33686,20.37136,0.00000,0.01623 -"15-OCT-2022 02:30","OAM_T1.T1","774","655",11.60359,65.18000,0.01286,0.02190,20.85206,20.89327,0.00000,-0.12406 -"15-OCT-2022 02:30","OAM_T2.T2","656","655",10.54386,65.45000,0.00968,0.02190,20.81074,20.89327,0.00000,0.10516 -"15-OCT-2022 02:30","OHA_T4.T4","661","660",-28.67750,2000.00000,0.00000,0.00000,19.83871,19.83871,0.00000,0.00000 -"15-OCT-2022 02:30","OHA_T5.T5","661","659",-28.67750,2000.00000,0.00000,0.00000,19.83871,19.83871,0.00000,0.00000 -"15-OCT-2022 02:30","OHA_T6.T6","661","658",-28.67750,2000.00000,0.00000,0.00000,19.83871,19.83871,0.00000,0.00000 -"15-OCT-2022 02:30","OHA_T7.T7","661","657",-28.67750,2000.00000,0.00000,0.00000,19.83871,19.83871,0.00000,0.00000 -"15-OCT-2022 02:30","OHA_TWZ1.1","661","680",57.37101,382.00000,0.02970,0.00000,19.83871,19.87839,0.00000,0.84310 -"15-OCT-2022 02:30","OHA_TWZ2.1","661","680",57.33899,382.00000,0.02964,0.00000,19.83871,19.87839,0.00000,0.84310 -"15-OCT-2022 02:30","OHB_T10.T10","666","664",-31.09275,2000.00000,0.00000,0.00000,19.84458,19.84458,0.00000,0.00000 -"15-OCT-2022 02:30","OHB_T11.T11","666","662",-31.09275,2000.00000,0.00000,0.00000,19.84458,19.84458,0.00000,0.00000 -"15-OCT-2022 02:30","OHB_T8.T8","666","665",-31.09275,2000.00000,0.00000,0.00000,19.84458,19.84458,0.00000,0.00000 -"15-OCT-2022 02:30","OHB_T9.T9","666","663",-31.09275,2000.00000,0.00000,0.00000,19.84458,19.84458,0.00000,0.00000 -"15-OCT-2022 02:30","OHB_TWZ.1","666","680",248.76238,764.00000,0.14902,0.00000,19.84458,19.87839,0.00000,2.72435 -"15-OCT-2022 02:30","OHC_T12.T12","671","670",-31.09275,2000.00000,0.00000,0.00000,19.81156,19.81156,0.00000,0.00000 -"15-OCT-2022 02:30","OHC_T13.T13","671","669",-31.09275,2000.00000,0.00000,0.00000,19.81156,19.81156,0.00000,0.00000 -"15-OCT-2022 02:30","OHC_T14.T14","671","668",-31.09275,2000.00000,0.00000,0.00000,19.81156,19.81156,0.00000,0.00000 -"15-OCT-2022 02:30","OHC_T15.T15","671","667",-31.09275,2000.00000,0.00000,0.00000,19.81156,19.81156,0.00000,0.00000 -"15-OCT-2022 02:30","OHC_TWZ.1","671","680",223.39250,764.00000,0.41123,0.00000,19.81156,19.87839,0.00000,3.37817 -"15-OCT-2022 02:30","OHK_T1.T1","235","234",-11.50000,2000.00000,0.00000,0.00000,17.83745,17.83745,0.00000,0.00000 -"15-OCT-2022 02:30","OHK_T2.T2","235","233",-11.50000,2000.00000,0.00000,0.00000,17.83745,17.83745,0.00000,0.00000 -"15-OCT-2022 02:30","OHK_T3.T3","235","232",-11.50000,2000.00000,0.00000,0.00000,17.83745,17.83745,0.00000,0.00000 -"15-OCT-2022 02:30","OHK_T4.T4","235","231",-11.50000,2000.00000,0.00000,0.00000,17.83745,17.83745,0.00000,0.00000 -"15-OCT-2022 02:30","OHK_WRK.1","235","299",-40.73651,444.31000,0.09356,0.00000,17.83745,17.88566,0.00000,-1.81636 -"15-OCT-2022 02:30","OHW_OTA1.1","147","84",80.43803,671.00000,0.39131,0.00000,19.12083,19.21552,0.00000,0.04885 -"15-OCT-2022 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02:30","OTA_ROS1.1","82","99",13.13547,87.26000,0.03608,0.00000,19.25191,19.33801,0.00000,0.21665 -"15-OCT-2022 02:30","OTA_ROS2.1","82","99",13.27205,87.26000,0.03733,0.00000,19.25191,19.33801,0.00000,0.21048 -"15-OCT-2022 02:30","OTA_SWN.1","84","43",129.21676,915.00000,0.05283,0.00000,19.21552,19.22717,0.00000,0.24473 -"15-OCT-2022 02:30","OTA_T13.T13","84","79",12.06816,91.96000,0.00751,0.01730,19.21552,19.22749,0.00000,-0.16632 -"15-OCT-2022 02:30","OTA_T14.T14","84","79",12.06816,91.96000,0.00751,0.01730,19.21552,19.22749,0.00000,-0.16632 -"15-OCT-2022 02:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,19.25767,19.25120,0.00000,0.00000 -"15-OCT-2022 02:30","OTA_T3.M3","82","81",-48.82763,337.70000,0.00907,0.00000,19.25191,19.25120,0.00000,-0.07001 -"15-OCT-2022 02:30","OTA_T3.T3","84","81",48.85718,337.70000,0.00540,0.04830,19.21552,19.25120,0.00000,0.35462 -"15-OCT-2022 02:30","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,19.24211,19.23757,0.00000,0.00000 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02:30","OWH_T1.T1","251","250",2.35511,36.21000,0.00144,0.00910,17.82103,17.83190,0.00000,-0.08119 -"15-OCT-2022 02:30","OWH_T2.T2","251","250",2.35486,35.90000,0.00143,0.00910,17.82103,17.83190,0.00000,-0.08108 -"15-OCT-2022 02:30","PAK_T1.T1","87","86",16.54786,140.75000,0.00749,0.04370,19.18888,19.19750,0.00000,-0.42006 -"15-OCT-2022 02:30","PAK_T2.T2","87","86",16.55006,140.75000,0.00744,0.04370,19.18888,19.19750,0.00000,-0.41959 -"15-OCT-2022 02:30","PAK_T3.T3","87","86",16.55892,140.80000,0.00736,0.04370,19.18888,19.19750,0.00000,-0.41874 -"15-OCT-2022 02:30","PAK_WKM1.1","61","87",222.51292,808.21000,0.10921,0.00000,19.15591,19.18888,0.00000,2.62020 -"15-OCT-2022 02:30","PAK_WKM1.2","61","289",-225.42413,1212.12000,2.91121,0.00000,19.15591,18.07387,0.00000,94.07505 -"15-OCT-2022 02:30","PAK_WKM2.1","62","87",222.63057,808.21000,0.11031,0.00000,19.15598,19.18888,0.00000,2.60421 -"15-OCT-2022 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02:30","PEN_T6.T6","96","94",51.86463,310.30000,0.00682,0.04660,19.27716,19.28472,0.00000,-0.31897 -"15-OCT-2022 02:30","PEN_T7.T7","96","92",37.81060,252.30000,0.02441,0.05140,19.27716,19.34494,0.00000,0.54823 -"15-OCT-2022 02:30","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,19.27716,19.28897,0.00000,-1.19399 -"15-OCT-2022 02:30","PEN_T9.T9","96","92",40.50874,209.05000,0.04542,0.12380,19.27716,19.34494,0.00000,-0.26384 -"15-OCT-2022 02:30","PNI_T1.T1","481","480",3.03816,23.80000,0.00299,0.03880,19.58318,19.60108,0.00000,-0.38232 -"15-OCT-2022 02:30","PNI_T2.T2","482","480",3.03741,29.00000,0.00254,0.01130,19.58335,19.60108,0.00000,-0.10868 -"15-OCT-2022 02:30","PNI_TKR1.1","481","489",-3.06003,78.00000,0.00247,0.00000,19.58318,19.56744,0.00000,-0.00010 -"15-OCT-2022 02:30","PNI_TKR2.1","482","489",-3.04553,78.00000,0.00246,0.00000,19.58335,19.56744,0.00000,0.00010 -"15-OCT-2022 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02:30","RDF_T3.T3","304","303",-19.69240,104.00000,0.01655,0.03900,17.97795,17.94133,0.00000,-0.13876 -"15-OCT-2022 02:30","RDF_T4.T4","304","303",-19.69240,104.00000,0.01655,0.03900,17.97795,17.94133,0.00000,-0.13876 -"15-OCT-2022 02:30","RDF_TUI1.1","303","312",-23.71163,69.81000,0.80860,0.00000,17.94133,16.46818,0.00000,10.21177 -"15-OCT-2022 02:30","RDF_TUI2.1","303","312",-23.71305,69.81000,0.80868,0.00000,17.94133,16.46818,0.00000,10.21213 -"15-OCT-2022 02:30","RDF_WHI1.1","304","319",20.04410,583.00000,0.02034,0.00000,17.97795,17.99283,0.00000,-0.03387 -"15-OCT-2022 02:30","RDF_WRK.1","304","299",-17.64531,582.67000,0.11021,0.00000,17.97795,17.88566,0.00000,-0.17641 -"15-OCT-2022 02:30","RDF_WTU1.1","304","766",18.39828,346.76000,0.00873,0.00000,17.97795,17.98647,0.00000,-0.00007 -"15-OCT-2022 02:30","RDF_WTU2.1","304","321",18.40544,347.00000,0.00873,0.00000,17.97795,17.98649,0.00000,0.00007 -"15-OCT-2022 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02:30","ROT_T4.T4","258","256",3.98421,36.40000,0.00223,0.01580,17.98006,17.95060,0.00000,-0.22048 -"15-OCT-2022 02:30","ROT_T5.T5","258","257",8.98656,66.12000,0.00763,0.01560,17.98006,17.98099,0.00000,-0.20466 -"15-OCT-2022 02:30","ROT_TRK1.1","258","275",-13.01469,77.36000,0.02822,0.00000,17.98006,17.86978,0.00000,0.46389 -"15-OCT-2022 02:30","ROT_TRK2.1","765","275",-0.63839,77.36000,0.00095,0.00000,17.90108,17.86978,0.00000,0.00152 -"15-OCT-2022 02:30","ROT_WHE1.1","765","280",-15.00000,2000.00000,0.00000,0.00000,17.90108,17.90108,0.00000,0.00000 -"15-OCT-2022 02:30","ROX_T1.T1","747","744",-16.00020,2000.00000,0.00000,0.00000,20.69830,20.69830,0.00000,0.00000 -"15-OCT-2022 02:30","ROX_T10.L10","835","745",0.00000,10.65000,0.00000,0.00000,20.44032,20.44178,0.00000,0.00000 -"15-OCT-2022 02:30","ROX_T10.M10","746","745",-16.60786,196.30000,0.00382,0.00000,20.46746,20.44178,0.00000,0.17410 -"15-OCT-2022 02:30","ROX_T10.T10","747","745",16.62586,196.30000,0.00145,0.03310,20.69830,20.44178,0.00000,-2.48552 -"15-OCT-2022 02:30","ROX_T2.T2","747","743",-16.00020,2000.00000,0.00000,0.00000,20.69830,20.69830,0.00000,0.00000 -"15-OCT-2022 02:30","ROX_T3.T3","747","742",-16.00020,2000.00000,0.00000,0.00000,20.69830,20.69830,0.00000,0.00000 -"15-OCT-2022 02:30","ROX_T4.T4","747","741",-16.00020,2000.00000,0.00000,0.00000,20.69830,20.69830,0.00000,0.00000 -"15-OCT-2022 02:30","ROX_T5.T5","747","740",-16.00020,2000.00000,0.00000,0.00000,20.69830,20.69830,0.00000,0.00000 -"15-OCT-2022 02:30","ROX_T6.T6","746","739",-13.33667,2000.00000,0.00000,0.00000,20.46746,20.46746,0.00000,0.00000 -"15-OCT-2022 02:30","ROX_T7.T7","746","738",-13.33667,2000.00000,0.00000,0.00000,20.46746,20.46746,0.00000,0.00000 -"15-OCT-2022 02:30","ROX_T8.T8","746","737",-13.33667,2000.00000,0.00000,0.00000,20.46746,20.46746,0.00000,0.00000 -"15-OCT-2022 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02:30","SDN_T2.T2","749","748",10.04721,108.37000,0.00481,0.04250,21.03328,21.06687,0.00000,-0.32962 -"15-OCT-2022 02:30","SDN_TMH.1","749","750",-22.26623,370.00000,0.01068,0.00000,21.03328,21.02101,0.00000,0.02434 -"15-OCT-2022 02:30","SFD_SPL.1","358","360",0.00000,2000.00000,0.00000,0.00000,19.13926,19.13926,0.00000,0.00000 -"15-OCT-2022 02:30","SFD_T10.L10","809","355",0.00000,85.80000,0.00000,0.00000,19.14572,19.13790,0.00000,0.00000 -"15-OCT-2022 02:30","SFD_T10.M10","357","355",-8.04610,143.00000,0.00190,0.00000,19.13905,19.13790,0.00000,-0.01358 -"15-OCT-2022 02:30","SFD_T10.T10","358","355",8.10200,166.50000,0.00070,0.11040,19.13926,19.13790,0.00000,-1.06864 -"15-OCT-2022 02:30","SFD_T21.T21","358","352",0.00000,2000.00000,0.00000,0.00000,19.13926,19.13926,0.00000,0.00000 -"15-OCT-2022 02:30","SFD_T22.T22","358","353",0.00000,2000.00000,0.00000,0.00000,19.13926,19.13926,0.00000,0.00000 -"15-OCT-2022 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02:30","TKU_T3.T3","409","406",-10.00000,2000.00000,0.00000,0.00000,18.35731,18.35731,0.00000,0.00000 -"15-OCT-2022 02:30","TKU_T4.T4","409","407",-10.00000,2000.00000,0.00000,0.00000,18.35731,18.35731,0.00000,0.00000 -"15-OCT-2022 02:30","TKU_WKM1.1","409","288",-60.45491,335.33000,0.45302,0.00000,18.35731,18.07163,0.00000,4.47723 -"15-OCT-2022 02:30","TKU_WKM2.1","409","288",-60.43278,335.33000,0.45502,0.00000,18.35731,18.07163,0.00000,4.45575 -"15-OCT-2022 02:30","TMI_T1.T1","269","268",8.28512,39.30000,0.01210,0.03450,17.99420,18.03011,0.00000,-0.27133 -"15-OCT-2022 02:30","TMI_T2.T2","269","268",6.70773,51.80000,0.00425,0.01450,17.99420,18.03011,0.00000,-0.04857 -"15-OCT-2022 02:30","TMK_T1.T1","583","582",20.41278,63.30000,0.04459,0.01610,20.60401,20.72432,0.00000,0.59901 -"15-OCT-2022 02:30","TMK_T2.T2","584","582",20.52570,63.30000,0.04538,0.01690,20.60106,20.72432,0.00000,0.61958 -"15-OCT-2022 02:30","TMN_T5.T5","412","411",0.03328,23.60000,0.00003,0.00950,19.14161,19.15609,0.00000,-0.09099 -"15-OCT-2022 02:30","TMN_T8.T8","412","410",0.03463,23.90000,0.00003,0.01220,19.14161,19.15814,0.00000,-0.11686 -"15-OCT-2022 02:30","TMN_TWH1.1","412","160",17.47959,492.27000,0.18882,0.00000,19.14161,19.14692,0.00000,-1.76125 -"15-OCT-2022 02:30","TMU_T1.T1","152","151",7.19727,40.69000,0.00630,0.01660,18.77061,18.81513,0.00000,-0.05526 -"15-OCT-2022 02:30","TMU_T2.T2","152","151",7.17686,40.93000,0.00622,0.01660,18.77061,18.81513,0.00000,-0.05499 -"15-OCT-2022 02:30","TNG_T11.T11","416","413",8.84529,60.90000,0.00980,0.02660,18.33197,18.41920,0.00000,0.05055 -"15-OCT-2022 02:30","TNG_T12.T12","416","413",8.83487,60.90000,0.00976,0.02660,18.33197,18.41920,0.00000,0.05047 -"15-OCT-2022 02:30","TNG_T2.T2","416","414",0.03313,21.67000,0.00003,0.01220,18.33197,18.34631,0.00000,-0.11191 -"15-OCT-2022 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02:30","TRK_T4.T4","275","270",3.00696,20.00000,0.00196,0.01200,17.86978,17.91466,0.00000,-0.05756 -"15-OCT-2022 02:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,16.46818,16.46818,0.00000,0.00000 -"15-OCT-2022 02:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,16.46818,16.46818,0.00000,0.00000 -"15-OCT-2022 02:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,16.46818,16.46818,0.00000,0.00000 -"15-OCT-2022 02:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,16.46818,16.46818,0.00000,0.00000 -"15-OCT-2022 02:30","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,16.46818,16.46818,0.00000,0.00000 -"15-OCT-2022 02:30","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,16.46818,16.46818,0.00000,0.00000 -"15-OCT-2022 02:30","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,16.46818,16.46818,0.00000,0.00000 -"15-OCT-2022 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02:30","WHU_T3.T3","162","161",8.38907,75.49000,0.00302,0.02030,19.28662,19.29515,0.00000,-0.18921 -"15-OCT-2022 02:30","WHU_WKO1.1","162","164",17.26465,123.00000,0.03443,0.00000,19.28662,19.32519,0.00000,0.00028 -"15-OCT-2022 02:30","WHU_WKO2.1","162","164",17.23621,123.00000,0.03443,0.00000,19.28662,19.32519,0.00000,-0.00028 -"15-OCT-2022 02:30","WIL_T3.T3","496","493",3.25285,109.95000,0.00067,0.04750,19.54352,19.54755,0.00000,-0.46426 -"15-OCT-2022 02:30","WIL_T5.T5","496","493",3.25299,109.95000,0.00067,0.04750,19.54352,19.54755,0.00000,-0.46425 -"15-OCT-2022 02:30","WIL_T8.L8","812","494",0.00000,72.00000,0.00000,0.00000,19.57967,19.58284,0.00000,0.00000 -"15-OCT-2022 02:30","WIL_T8.M8","495","494",-54.04795,306.20000,0.01344,0.00000,19.59344,19.58284,0.00000,0.15464 -"15-OCT-2022 02:30","WIL_T8.T8","496","494",54.08197,306.20000,0.00756,0.05290,19.54352,19.58284,0.00000,0.47130 -"15-OCT-2022 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03:00","OTA_T3.M3","82","81",-49.69475,337.70000,0.00969,0.00000,14.23550,14.22543,0.00000,0.18134 -"15-OCT-2022 03:00","OTA_T3.T3","84","81",49.72468,337.70000,0.00578,0.04830,14.20350,14.22543,0.00000,0.16051 -"15-OCT-2022 03:00","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,14.22884,14.22548,0.00000,0.00000 -"15-OCT-2022 03:00","OTA_T4.M4","82","80",-49.82434,327.70000,0.01129,0.00000,14.23550,14.22548,0.00000,0.16935 -"15-OCT-2022 03:00","OTA_T4.T4","84","80",49.84465,327.70000,0.00222,0.03620,14.20350,14.22548,0.00000,0.27450 -"15-OCT-2022 03:00","OTA_T5.T5","84","82",49.73874,332.40000,0.01348,0.04510,14.20350,14.23550,0.00000,0.37883 -"15-OCT-2022 03:00","OTA_TIE3.1","84","85",111.12994,737.33000,0.00532,0.00000,14.20350,14.20609,0.00000,0.10600 -"15-OCT-2022 03:00","OTA_TIE4.1","84","83",-4.81164,729.00000,0.00005,0.00000,14.20350,14.20326,0.00000,0.00027 -"15-OCT-2022 03:00","OTA_TIE5.1","84","83",-2.88813,729.00000,0.00005,0.00000,14.20350,14.20326,0.00000,0.00003 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03:00","PEN_T6.L6","794","94",0.00000,74.50000,0.00000,0.00000,14.25549,14.25270,0.00000,0.00000 -"15-OCT-2022 03:00","PEN_T6.M6","95","94",-51.48098,310.30000,0.01422,0.00000,14.26476,14.25270,0.00000,0.20885 -"15-OCT-2022 03:00","PEN_T6.T6","96","94",51.51096,310.30000,0.00668,0.04660,14.24863,14.25270,0.00000,-0.27475 -"15-OCT-2022 03:00","PEN_T7.T7","96","92",37.59346,252.30000,0.02387,0.05140,14.24863,14.29873,0.00000,0.40367 -"15-OCT-2022 03:00","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,14.24863,14.25736,0.00000,-0.88253 -"15-OCT-2022 03:00","PEN_T9.T9","96","92",40.27611,209.05000,0.04481,0.12380,14.24863,14.29873,0.00000,-0.19646 -"15-OCT-2022 03:00","PNI_T1.T1","481","480",2.97659,23.80000,0.00293,0.03880,14.46944,14.48267,0.00000,-0.28246 -"15-OCT-2022 03:00","PNI_T2.T2","482","480",2.97587,29.00000,0.00249,0.01130,14.46956,14.48267,0.00000,-0.08033 -"15-OCT-2022 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03:00","SFD_T21.T21","358","352",0.00000,2000.00000,0.00000,0.00000,14.17380,14.17380,0.00000,0.00000 -"15-OCT-2022 03:00","SFD_T22.T22","358","353",0.00000,2000.00000,0.00000,0.00000,14.17380,14.17380,0.00000,0.00000 -"15-OCT-2022 03:00","SFD_T6.T6","357","354",4.60137,55.02000,0.00225,0.01790,14.19043,14.19742,0.00000,-0.12700 -"15-OCT-2022 03:00","SFD_T8.T8","357","354",4.59606,55.02000,0.00227,0.01790,14.19043,14.19742,0.00000,-0.12713 -"15-OCT-2022 03:00","SFD_T9.L9","808","356",0.00000,57.40000,0.00000,0.00000,14.18551,14.18930,0.00000,0.00000 -"15-OCT-2022 03:00","SFD_T9.M9","357","356",-11.25090,249.56000,0.00171,0.00000,14.19043,14.18930,0.00000,-0.00573 -"15-OCT-2022 03:00","SFD_T9.T9","358","356",11.26897,286.90000,0.00088,0.03440,14.17380,14.18930,0.00000,-0.16295 -"15-OCT-2022 03:00","SFD_TMN1.1","358","412",20.53407,492.31000,0.16762,0.00000,14.17380,14.16748,0.00000,-1.25223 -"15-OCT-2022 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03:00","STK_T6.T6","535","529",25.40243,140.75000,0.02013,0.03300,15.92248,15.95510,0.00000,-0.00959 -"15-OCT-2022 03:00","STK_T7.L7","819","531",0.00000,50.20000,0.00000,0.00000,15.94943,15.94505,0.00000,0.00000 -"15-OCT-2022 03:00","STK_T7.M7","534","531",-14.83939,188.20000,0.00315,0.00000,15.94692,15.94505,0.00000,-0.01126 -"15-OCT-2022 03:00","STK_T7.T7","535","531",14.86137,188.20000,0.00028,0.04340,15.92248,15.94505,0.00000,-0.18050 -"15-OCT-2022 03:00","STU_T5.T5","674","675",-3.62219,11.85000,0.00940,0.03840,15.17580,15.11363,0.00000,-0.25008 -"15-OCT-2022 03:00","STU_T6.T6","674","675",-3.63414,11.85000,0.00953,0.03840,15.17580,15.11363,0.00000,-0.25072 -"15-OCT-2022 03:00","STU_TIM.1","675","575",-7.34246,58.87000,0.04773,0.00000,15.11363,15.01537,0.00000,0.00000 -"15-OCT-2022 03:00","SVL_T1.T1","39","38",15.09700,131.90000,0.00783,0.03920,14.27400,14.28063,0.00000,-0.28577 -"15-OCT-2022 03:00","SVL_T2.T2","40","38",14.13650,141.75000,0.00562,0.04890,14.27412,14.28063,0.00000,-0.34326 -"15-OCT-2022 03:00","SWN_T1A.T1A","43","41",0.00000,2000.00000,0.00000,0.00000,14.21122,14.21122,0.00000,0.00000 -"15-OCT-2022 03:00","SWN_T1B.T1B","43","41",0.00000,2000.00000,0.00000,0.00000,14.21122,14.21122,0.00000,0.00000 -"15-OCT-2022 03:00","SWN_T2.T2","43","42",0.42532,48.75000,0.00027,0.01210,14.21122,14.22035,0.00000,-0.08603 -"15-OCT-2022 03:00","TAA_T1.T1","260","259",-27.00000,2000.00000,0.00000,0.00000,13.18305,13.18305,0.00000,0.00000 -"15-OCT-2022 03:00","TAA_WRK1.1","260","297",27.00000,2000.00000,0.00000,0.00000,13.18305,13.18305,0.00000,0.00000 -"15-OCT-2022 03:00","TAK_T5.T5","102","100",19.25570,162.14000,0.00725,0.05520,14.21041,14.21060,0.00000,-0.44198 -"15-OCT-2022 03:00","TAK_T8.T8","101","100",20.95360,162.14000,0.00784,0.05520,14.20011,14.21060,0.00000,-0.33810 -"15-OCT-2022 03:00","TAP_T1.T1","403","402",-60.48800,2000.00000,0.00000,0.00000,13.95537,13.95537,0.00000,0.00000 -"15-OCT-2022 03:00","TAP_WDV1.1","403","425",60.48800,2000.00000,0.00000,0.00000,13.95537,13.95537,0.00000,0.00000 -"15-OCT-2022 03:00","TGA_T1.T1","264","262",3.88940,36.03000,0.00267,0.01590,13.29519,13.30473,0.00000,-0.10500 -"15-OCT-2022 03:00","TGA_T2.T2","264","262",3.88507,38.40000,0.00290,0.01590,13.29519,13.30473,0.00000,-0.10654 -"15-OCT-2022 03:00","TGA_T3.T3","264","263",9.01345,108.40000,0.00639,0.02430,13.29519,13.30214,0.00000,-0.17280 -"15-OCT-2022 03:00","TGA_T4.T4","264","263",11.14313,108.40000,0.00414,0.02980,13.29519,13.30214,0.00000,-0.18702 -"15-OCT-2022 03:00","THI_T1.T1","267","265",-80.00000,2000.00000,0.00000,0.00000,13.22982,13.22982,0.00000,0.00000 -"15-OCT-2022 03:00","THI_T2.T2","267","266",-84.00000,2000.00000,0.00000,0.00000,13.22982,13.22982,0.00000,0.00000 -"15-OCT-2022 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03:00","TWZ_T18.T18","679","680",-1.65862,27.40000,0.00078,0.03560,14.69360,14.68670,0.00000,-0.26154 -"15-OCT-2022 03:00","TWZ_T19.T19","679","680",-1.65854,27.40000,0.00078,0.03560,14.69360,14.68670,0.00000,-0.26155 -"15-OCT-2022 03:00","UHT_T1.T1","491","490",5.82221,53.46000,0.00446,0.05150,14.45738,14.46846,0.00000,-0.37261 -"15-OCT-2022 03:00","UHT_T2.T2","491","490",5.82391,53.46000,0.00445,0.04690,14.45738,14.46846,0.00000,-0.33924 -"15-OCT-2022 03:00","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,14.00000,14.00000,0.00000,0.00000 -"15-OCT-2022 03:00","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,14.00000,14.00000,0.00000,0.00000 -"15-OCT-2022 03:00","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,14.00000,14.00000,0.00000,0.00000 -"15-OCT-2022 03:00","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,14.00000,14.00000,0.00000,0.00000 -"15-OCT-2022 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03:00","WKO_T2.T2","164","163",11.33630,54.05000,0.00793,0.02880,14.31765,14.33566,0.00000,-0.16119 -"15-OCT-2022 03:00","WPA_T1.T1","291","290",-27.00000,2000.00000,0.00000,0.00000,13.30772,13.30772,0.00000,0.00000 -"15-OCT-2022 03:00","WPP_T1.T1","367","368",-53.11900,9999.00000,0.00000,0.00000,13.75084,13.75084,0.00000,0.00000 -"15-OCT-2022 03:00","WPP_WVY1.1","367","366",53.11900,9999.00000,0.00000,0.00000,13.75084,13.75084,0.00000,0.00000 -"15-OCT-2022 03:00","WPR_T12.T12","557","555",12.72480,110.60000,0.00554,0.04080,15.70911,15.68891,0.00000,-0.49203 -"15-OCT-2022 03:00","WPR_T13.T13","556","555",12.71554,110.60000,0.00555,0.04080,15.71152,15.68891,0.00000,-0.50732 -"15-OCT-2022 03:00","WPR_T3.T3","555","554",3.58231,13.60000,0.00631,0.01000,15.68891,15.73693,0.00000,-0.04236 -"15-OCT-2022 03:00","WPW_T1.T1","431","429",4.62071,26.23000,0.00562,0.04000,14.07708,14.11797,0.00000,-0.22760 -"15-OCT-2022 03:00","WPW_T2.T2","430","429",5.75408,26.23000,0.00638,0.02850,14.08221,14.11797,0.00000,-0.14334 -"15-OCT-2022 03:00","WPW_T33.T33","429","428",1.68672,10.00000,0.00134,0.00720,14.11797,14.15098,0.00000,-0.03258 -"15-OCT-2022 03:00","WRD_T1.T1","49","47",12.38864,80.00000,0.00000,0.00000,14.26958,14.26959,0.00000,0.00008 -"15-OCT-2022 03:00","WRD_T2.T2","48","779",0.00000,80.00000,0.00000,0.00000,14.26958,14.26958,0.00000,0.00000 -"15-OCT-2022 03:00","WRD_T3.T3","755","47",12.08081,80.00000,0.00000,0.00000,14.26958,14.26959,0.00000,0.00007 -"15-OCT-2022 03:00","WRD_T7.T7","50","47",20.15570,157.64000,0.00974,0.03680,14.26272,14.26959,0.00000,-0.26288 -"15-OCT-2022 03:00","WRK_T1.T1","299","295",-22.23529,2000.00000,0.00000,0.00000,13.22182,13.22182,0.00000,0.00000 -"15-OCT-2022 03:00","WRK_T2.T2","299","296",-9.13043,2000.00000,0.00000,0.00000,13.22182,13.22182,0.00000,0.00000 -"15-OCT-2022 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03:30","KWA_T3.T3","468","466",5.07380,37.53000,0.00209,0.01510,10.82608,10.83059,0.00000,-0.08162 -"15-OCT-2022 03:30","KWA_WIL1.1","467","495",-5.08192,66.00000,0.00185,0.00000,10.82608,10.82215,0.00000,0.00000 -"15-OCT-2022 03:30","KWA_WIL2.1","468","495",-5.08319,66.00000,0.00184,0.00000,10.82608,10.82215,0.00000,0.00000 -"15-OCT-2022 03:30","LFD_T1.T1","206","204",5.88756,2000.00000,0.00000,0.00000,9.93552,9.90577,0.00000,-0.08757 -"15-OCT-2022 03:30","LFD_T2.T2","205","204",5.98144,2000.00000,0.00000,0.00000,9.87588,9.90577,0.00000,0.08940 -"15-OCT-2022 03:30","LIV_NSY.1","652","654",171.84380,671.11000,1.24848,0.00000,11.07796,11.19524,0.00000,3.08764 -"15-OCT-2022 03:30","LIV_WTK.1","652","689",-274.75416,626.83000,2.15893,0.00000,11.07796,10.94067,0.00000,6.90336 -"15-OCT-2022 03:30","LST_PEN1.1","73","95",-25.49729,259.00000,0.00000,0.00000,10.77489,10.77497,0.00000,-0.00101 -"15-OCT-2022 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03:30","NMA_GOR_TMH1.2","690","750",-64.12880,382.17000,0.78274,0.00000,12.04128,11.60127,0.00000,9.39613 -"15-OCT-2022 03:30","NMA_GOR_TMH1.3","711","690",-2.24560,304.84000,0.00020,0.00000,12.04281,12.04128,0.00000,0.00052 -"15-OCT-2022 03:30","NMA_GOR_TMH2.1","691","735",61.09840,382.17000,0.24022,0.00000,12.04128,12.18795,0.00000,3.01678 -"15-OCT-2022 03:30","NMA_GOR_TMH2.2","691","750",-64.12750,382.17000,0.78269,0.00000,12.04128,11.60127,0.00000,9.39624 -"15-OCT-2022 03:30","NMA_GOR_TMH2.3","712","691",-2.24641,304.84000,0.00020,0.00000,12.04284,12.04128,0.00000,0.00053 -"15-OCT-2022 03:30","NMA_T1.T1","735","734",-0.92213,62.32000,0.00070,0.03170,12.18795,12.17859,0.00000,-0.19314 -"15-OCT-2022 03:30","NMA_T2.T2","735","734",-0.91917,62.32000,0.00071,0.03170,12.18795,12.17859,0.00000,-0.19322 -"15-OCT-2022 03:30","NMA_TWI1.1","735","751",124.97091,467.00000,0.48919,0.00000,12.18795,12.27667,0.00000,2.54053 -"15-OCT-2022 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03:30","NTM_T2.T2","230","228",-42.50000,2000.00000,0.00000,0.00000,9.95247,9.95247,0.00000,0.00000 -"15-OCT-2022 03:30","OAM_BPT_WTK1.1","619","774",11.22734,72.97000,0.10401,0.00000,11.14700,11.52295,0.00000,1.51124 -"15-OCT-2022 03:30","OAM_BPT_WTK1.2","619","688",-18.64829,74.30000,0.19247,0.00000,11.14700,10.94608,0.00000,0.80066 -"15-OCT-2022 03:30","OAM_BPT_WTK1.3","619","640",7.22848,42.00000,0.00248,0.00000,11.14700,11.15780,0.00000,0.02524 -"15-OCT-2022 03:30","OAM_STU_WTK2.1","618","656",10.70991,71.83000,0.05606,0.00000,11.25369,11.49597,0.00000,0.97520 -"15-OCT-2022 03:30","OAM_STU_WTK2.2","639","687",-17.90930,74.30000,0.23783,0.00000,11.23432,10.94956,0.00000,1.21403 -"15-OCT-2022 03:30","OAM_STU_WTK2.3","618","828",0.00000,80.00000,0.00000,0.00000,11.25369,11.20849,0.00000,0.00000 -"15-OCT-2022 03:30","OAM_STU_WTK2.4","639","618",10.72647,80.00000,0.01656,0.00000,11.23432,11.25369,0.00000,0.01071 -"15-OCT-2022 03:30","OAM_T1.T1","774","655",11.11239,65.18000,0.01141,0.02190,11.52295,11.54365,0.00000,-0.07729 -"15-OCT-2022 03:30","OAM_T2.T2","656","655",10.64291,65.45000,0.00998,0.02190,11.49597,11.54365,0.00000,0.06970 -"15-OCT-2022 03:30","OHA_T4.T4","661","660",-28.62200,2000.00000,0.00000,0.00000,10.95552,10.95552,0.00000,0.00000 -"15-OCT-2022 03:30","OHA_T5.T5","661","659",-28.62200,2000.00000,0.00000,0.00000,10.95552,10.95552,0.00000,0.00000 -"15-OCT-2022 03:30","OHA_T6.T6","661","658",-28.62200,2000.00000,0.00000,0.00000,10.95552,10.95552,0.00000,0.00000 -"15-OCT-2022 03:30","OHA_T7.T7","661","657",-28.62200,2000.00000,0.00000,0.00000,10.95552,10.95552,0.00000,0.00000 -"15-OCT-2022 03:30","OHA_TWZ1.1","661","680",57.25998,382.00000,0.02948,0.00000,10.95552,10.97743,0.00000,0.46558 -"15-OCT-2022 03:30","OHA_TWZ2.1","661","680",57.22802,382.00000,0.02942,0.00000,10.95552,10.97743,0.00000,0.46558 -"15-OCT-2022 03:30","OHB_T10.T10","666","664",-31.03200,2000.00000,0.00000,0.00000,10.96586,10.96586,0.00000,0.00000 -"15-OCT-2022 03:30","OHB_T11.T11","666","662",-31.03200,2000.00000,0.00000,0.00000,10.96586,10.96586,0.00000,0.00000 -"15-OCT-2022 03:30","OHB_T8.T8","666","665",-31.03200,2000.00000,0.00000,0.00000,10.96586,10.96586,0.00000,0.00000 -"15-OCT-2022 03:30","OHB_T9.T9","666","663",-31.03200,2000.00000,0.00000,0.00000,10.96586,10.96586,0.00000,0.00000 -"15-OCT-2022 03:30","OHB_TWZ.1","666","680",245.06974,764.00000,0.14406,0.00000,10.96586,10.97743,0.00000,0.62730 -"15-OCT-2022 03:30","OHC_T12.T12","671","670",-31.03200,2000.00000,0.00000,0.00000,10.94113,10.94113,0.00000,0.00000 -"15-OCT-2022 03:30","OHC_T13.T13","671","669",-31.03200,2000.00000,0.00000,0.00000,10.94113,10.94113,0.00000,0.00000 -"15-OCT-2022 03:30","OHC_T14.T14","671","668",-31.03200,2000.00000,0.00000,0.00000,10.94113,10.94113,0.00000,0.00000 -"15-OCT-2022 03:30","OHC_T15.T15","671","667",-31.03200,2000.00000,0.00000,0.00000,10.94113,10.94113,0.00000,0.00000 -"15-OCT-2022 03:30","OHC_TWZ.1","671","680",219.82896,764.00000,0.40064,0.00000,10.94113,10.97743,0.00000,1.79071 -"15-OCT-2022 03:30","OHK_T1.T1","235","234",-11.50000,2000.00000,0.00000,0.00000,9.96956,9.96956,0.00000,0.00000 -"15-OCT-2022 03:30","OHK_T2.T2","235","233",-11.50000,2000.00000,0.00000,0.00000,9.96956,9.96956,0.00000,0.00000 -"15-OCT-2022 03:30","OHK_T3.T3","235","232",-11.50000,2000.00000,0.00000,0.00000,9.96956,9.96956,0.00000,0.00000 -"15-OCT-2022 03:30","OHK_T4.T4","235","231",-11.50000,2000.00000,0.00000,0.00000,9.96956,9.96956,0.00000,0.00000 -"15-OCT-2022 03:30","OHK_WRK.1","235","299",-41.80423,430.97000,0.09313,0.00000,9.96956,9.99190,0.00000,-0.93109 -"15-OCT-2022 03:30","OHW_OTA1.1","147","84",78.14225,671.00000,0.38014,0.00000,10.67997,10.72870,0.00000,-0.13512 -"15-OCT-2022 03:30","OKE_OWH.1","236","251",-23.50419,69.00000,0.06708,0.00000,9.97826,9.96420,0.00000,-0.16933 -"15-OCT-2022 03:30","OKE_TMI.1","236","269",22.23580,77.36000,0.19419,0.00000,9.97826,10.04517,0.00000,-0.23153 -"15-OCT-2022 03:30","OKE_TRK.1","236","275",1.20131,77.36000,0.00318,0.00000,9.97826,9.96922,0.00000,-0.02126 -"15-OCT-2022 03:30","OKI_T1.T1","245","242",-20.00000,2000.00000,0.00000,0.00000,9.96811,9.96811,0.00000,0.00000 -"15-OCT-2022 03:30","OKI_T11.H11","242","243",0.00000,2000.00000,0.00000,0.00000,9.96811,9.96811,0.00000,0.00000 -"15-OCT-2022 03:30","OKI_T11.L11","238","243",0.00000,2000.00000,0.00000,0.00000,9.96811,9.96811,0.00000,0.00000 -"15-OCT-2022 03:30","OKI_T11.M11","240","243",0.00000,2000.00000,0.00000,0.00000,9.96811,9.96811,0.00000,0.00000 -"15-OCT-2022 03:30","OKI_T12.L12","237","244",0.00000,2000.00000,0.00000,0.00000,9.96811,9.96811,0.00000,0.00000 -"15-OCT-2022 03:30","OKI_T12.M12","239","244",0.00000,2000.00000,0.00000,0.00000,9.96811,9.96811,0.00000,0.00000 -"15-OCT-2022 03:30","OKI_T12.T12","241","244",0.00000,2000.00000,0.00000,0.00000,9.96811,9.96811,0.00000,0.00000 -"15-OCT-2022 03:30","OKI_T2.T2","245","241",-20.00000,2000.00000,0.00000,0.00000,9.96811,9.96811,0.00000,0.00000 -"15-OCT-2022 03:30","OKI_WRK1.1","245","299",58.33848,492.27000,0.09532,0.00000,9.96811,9.99190,0.00000,0.21754 -"15-OCT-2022 03:30","OKN_ONG1.1","398","378",4.11196,69.80000,0.01376,0.00000,10.50621,10.50835,0.00000,-0.06789 -"15-OCT-2022 03:30","OKN_ONG1.2","149","378",-2.31624,69.80000,0.01326,0.00000,10.51125,10.50835,0.00000,-0.06632 -"15-OCT-2022 03:30","OKN_ONG1.3","396","378",-1.78196,59.65000,0.00259,0.00000,10.52362,10.50835,0.00000,0.00000 -"15-OCT-2022 03:30","OKN_T2.T2","398","397",2.45821,20.00000,0.00121,0.01400,10.50621,10.51139,0.00000,-0.07358 -"15-OCT-2022 03:30","ONG_T1.T1","149","148",-1.87550,18.90000,0.00106,0.03100,10.51125,10.50531,0.00000,-0.16292 -"15-OCT-2022 03:30","OPK_KPI_SFD2.1","322","347",2.41457,79.00000,0.00680,0.00000,10.67170,10.70452,0.00000,0.00322 -"15-OCT-2022 03:30","OPK_KPI_SFD2.2","322","357",2.58543,79.07000,0.00616,0.00000,10.67170,10.69493,0.00000,-0.00293 -"15-OCT-2022 03:30","OPK_KPI_SFD2.3","322","339",-5.00000,2000.00000,0.00000,0.00000,10.67170,10.67170,0.00000,0.00000 -"15-OCT-2022 03:30","OPK_SFD1.1","768","357",-1.97455,79.00000,0.01032,0.00000,10.74614,10.69493,0.00000,-0.00490 -"15-OCT-2022 03:30","OPK_T4.T4","347","346",2.39912,33.87000,0.00243,0.01730,10.70452,10.73615,0.00000,-0.06798 -"15-OCT-2022 03:30","OPK_T5.T5","768","346",1.95558,33.87000,0.00196,0.01730,10.74614,10.73615,0.00000,-0.11316 -"15-OCT-2022 03:30","ORO_WPT1.1","520","815",0.00000,59.65000,0.00000,0.00000,12.04940,12.05326,0.00000,0.00000 -"15-OCT-2022 03:30","ORO_WPT1.2","520","524",2.00000,2000.00000,0.00000,0.00000,12.04940,12.04940,0.00000,0.00000 -"15-OCT-2022 03:30","ORO_WPT2.1","521","816",0.00000,101.24000,0.00000,0.00000,12.06614,12.06614,0.00000,0.00000 -"15-OCT-2022 03:30","ORO_WPT2.2","521","525",1.94400,101.00000,0.00000,0.00000,12.06614,12.06614,0.00000,0.00000 -"15-OCT-2022 03:30","OTA_PAK3.1","84","87",-191.14136,610.00000,0.06116,0.00000,10.72870,10.71396,0.00000,1.08117 -"15-OCT-2022 03:30","OTA_PAK4.1","83","87",-204.28567,1200.00000,0.06433,0.00000,10.72852,10.71396,0.00000,1.14211 -"15-OCT-2022 03:30","OTA_PEN2.1","793","95",0.00000,158.33000,0.00000,0.00000,10.78560,10.77497,0.00000,0.00000 -"15-OCT-2022 03:30","OTA_PEN5.1","83","96",113.92934,492.27000,0.18149,0.00000,10.72852,10.76279,0.00000,0.97555 -"15-OCT-2022 03:30","OTA_PEN6.1","85","96",110.24264,492.00000,0.16622,0.00000,10.73066,10.76279,0.00000,0.87657 -"15-OCT-2022 03:30","OTA_ROS1.1","82","99",12.68355,87.26000,0.03133,0.00000,10.75280,10.80075,0.00000,0.13490 -"15-OCT-2022 03:30","OTA_ROS2.1","82","99",12.81543,87.26000,0.03255,0.00000,10.75280,10.80075,0.00000,0.13146 -"15-OCT-2022 03:30","OTA_SWN.1","84","43",127.77968,915.00000,0.05224,0.00000,10.72870,10.73453,0.00000,0.09212 -"15-OCT-2022 03:30","OTA_T13.T13","84","79",11.58136,91.96000,0.00721,0.01730,10.72870,10.73538,0.00000,-0.09286 -"15-OCT-2022 03:30","OTA_T14.T14","84","79",11.58136,91.96000,0.00721,0.01730,10.72870,10.73538,0.00000,-0.09286 -"15-OCT-2022 03:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,10.74157,10.74519,0.00000,0.00000 -"15-OCT-2022 03:30","OTA_T3.M3","82","81",-49.18258,337.70000,0.00928,0.00000,10.75280,10.74519,0.00000,0.13739 -"15-OCT-2022 03:30","OTA_T3.T3","84","81",49.21226,337.70000,0.00553,0.04830,10.72870,10.74519,0.00000,0.11640 -"15-OCT-2022 03:30","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,10.74269,10.74522,0.00000,0.00000 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03:30","OWH_T1.T1","251","250",2.31108,36.21000,0.00141,0.00910,9.96420,9.97027,0.00000,-0.04539 -"15-OCT-2022 03:30","OWH_T2.T2","251","250",2.31084,35.90000,0.00140,0.00910,9.96420,9.97027,0.00000,-0.04533 -"15-OCT-2022 03:30","PAK_T1.T1","87","86",16.14579,140.75000,0.00731,0.04370,10.71396,10.71877,0.00000,-0.23453 -"15-OCT-2022 03:30","PAK_T2.T2","87","86",16.14793,140.75000,0.00726,0.04370,10.71396,10.71877,0.00000,-0.23428 -"15-OCT-2022 03:30","PAK_T3.T3","87","86",16.15657,140.80000,0.00718,0.04370,10.71396,10.71877,0.00000,-0.23381 -"15-OCT-2022 03:30","PAK_WKM1.1","61","87",222.02210,808.21000,0.10881,0.00000,10.69572,10.71396,0.00000,1.44095 -"15-OCT-2022 03:30","PAK_WKM1.2","61","289",-224.91701,1212.12000,2.89491,0.00000,10.69572,10.09639,0.00000,51.91902 -"15-OCT-2022 03:30","PAK_WKM2.1","62","87",222.13949,808.21000,0.10990,0.00000,10.69576,10.71396,0.00000,1.43228 -"15-OCT-2022 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03:30","PEN_T6.T6","96","94",51.03820,310.30000,0.00649,0.04660,10.76279,10.76586,0.00000,-0.20736 -"15-OCT-2022 03:30","PEN_T7.T7","96","92",37.27449,252.30000,0.02307,0.05140,10.76279,10.80063,0.00000,0.30319 -"15-OCT-2022 03:30","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,10.76279,10.76938,0.00000,-0.66662 -"15-OCT-2022 03:30","PEN_T9.T9","96","92",39.93438,209.05000,0.04391,0.12380,10.76279,10.80063,0.00000,-0.15001 -"15-OCT-2022 03:30","PNI_T1.T1","481","480",2.96758,23.80000,0.00292,0.03880,10.81676,10.82665,0.00000,-0.21115 -"15-OCT-2022 03:30","PNI_T2.T2","482","480",2.96686,29.00000,0.00248,0.01130,10.81686,10.82665,0.00000,-0.06006 -"15-OCT-2022 03:30","PNI_TKR1.1","481","489",-2.98939,78.00000,0.00241,0.00000,10.81676,10.80807,0.00000,-0.00006 -"15-OCT-2022 03:30","PNI_TKR2.1","482","489",-2.97492,78.00000,0.00241,0.00000,10.81686,10.80807,0.00000,0.00006 -"15-OCT-2022 03:30","PPI_T1.T1","253","252",-34.00000,2000.00000,0.00000,0.00000,9.99703,9.99703,0.00000,0.00000 -"15-OCT-2022 03:30","PPI_THI1.1","253","267",34.00000,298.00000,0.00237,0.00000,9.99703,9.99773,0.00000,0.00000 -"15-OCT-2022 03:30","PRM_T1.T1","484","483",10.30159,140.75000,0.00420,0.03440,10.78578,10.79024,0.00000,-0.18525 -"15-OCT-2022 03:30","PRM_T2.T2","485","483",10.25117,140.75000,0.00416,0.03440,10.78593,10.79024,0.00000,-0.18594 -"15-OCT-2022 03:30","PRU_T1.T1","673","672",-11.50000,2000.00000,0.00000,0.00000,11.20187,11.20187,0.00000,0.00000 -"15-OCT-2022 03:30","PTA_T1.T1","349","348",-9.00000,2000.00000,0.00000,0.00000,10.55669,10.55669,0.00000,0.00000 -"15-OCT-2022 03:30","RDF_T1.T1","303","302",12.04812,140.75000,0.00551,0.04500,10.02300,10.02855,0.00000,-0.21984 -"15-OCT-2022 03:30","RDF_T2.T2","303","302",11.69683,140.75000,0.00763,0.03260,10.02300,10.02855,0.00000,-0.16927 -"15-OCT-2022 03:30","RDF_T3.T3","304","303",-20.17459,104.00000,0.01753,0.03900,10.04345,10.02300,0.00000,-0.07752 -"15-OCT-2022 03:30","RDF_T4.T4","304","303",-20.17459,104.00000,0.01753,0.03900,10.04345,10.02300,0.00000,-0.07752 -"15-OCT-2022 03:30","RDF_TUI1.1","303","312",-23.84763,69.81000,0.82008,0.00000,10.02300,9.18654,0.00000,5.86396 -"15-OCT-2022 03:30","RDF_TUI2.1","303","312",-23.84906,69.81000,0.82015,0.00000,10.02300,9.18654,0.00000,5.86418 -"15-OCT-2022 03:30","RDF_WHI1.1","304","319",21.34346,583.00000,0.02166,0.00000,10.04345,10.05177,0.00000,-0.02015 -"15-OCT-2022 03:30","RDF_WRK.1","304","299",-16.97380,582.67000,0.10601,0.00000,10.04345,9.99190,0.00000,-0.09480 -"15-OCT-2022 03:30","RDF_WTU1.1","304","766",17.89625,346.76000,0.00849,0.00000,10.04345,10.04822,0.00000,-0.00004 -"15-OCT-2022 03:30","RDF_WTU2.1","304","321",17.90320,347.00000,0.00850,0.00000,10.04345,10.04823,0.00000,0.00004 -"15-OCT-2022 03:30","RKA_T1.T1","255","764",-30.00000,2000.00000,0.00000,0.00000,9.96260,9.96260,0.00000,0.00000 -"15-OCT-2022 03:30","RKA_WRK1.1","255","297",15.00000,2000.00000,0.00000,0.00000,9.96260,9.96260,0.00000,0.00000 -"15-OCT-2022 03:30","RKA_WRK2.1","255","297",15.00000,9999.00000,0.00000,0.00000,9.96260,9.96260,0.00000,0.00000 -"15-OCT-2022 03:30","ROS_T2.T2","99","98",10.11689,81.09000,0.00645,0.01800,10.80075,10.80689,0.00000,-0.10103 -"15-OCT-2022 03:30","ROS_T3.T3","99","98",11.62939,94.12000,0.00490,0.02680,10.80075,10.80689,0.00000,-0.13556 -"15-OCT-2022 03:30","ROS_T4.T4","99","98",10.11523,83.90000,0.00676,0.01800,10.80075,10.80689,0.00000,-0.10275 -"15-OCT-2022 03:30","ROT_T2.T2","765","257",10.33383,66.12000,0.01086,0.01560,9.98668,10.03126,0.00000,0.09761 -"15-OCT-2022 03:30","ROT_T3.T3","765","256",4.66941,36.40000,0.00258,0.01580,9.98668,10.01431,0.00000,-0.02753 -"15-OCT-2022 03:30","ROT_T4.T4","258","256",3.83912,36.40000,0.00215,0.01580,10.03074,10.01431,0.00000,-0.12141 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03:30","ROX_T2.T2","747","743",-16.00020,2000.00000,0.00000,0.00000,11.43096,11.43096,0.00000,0.00000 -"15-OCT-2022 03:30","ROX_T3.T3","747","742",-16.00020,2000.00000,0.00000,0.00000,11.43096,11.43096,0.00000,0.00000 -"15-OCT-2022 03:30","ROX_T4.T4","747","741",-16.00020,2000.00000,0.00000,0.00000,11.43096,11.43096,0.00000,0.00000 -"15-OCT-2022 03:30","ROX_T5.T5","747","740",-16.00020,2000.00000,0.00000,0.00000,11.43096,11.43096,0.00000,0.00000 -"15-OCT-2022 03:30","ROX_T6.T6","746","739",-13.33667,2000.00000,0.00000,0.00000,11.36746,11.36746,0.00000,0.00000 -"15-OCT-2022 03:30","ROX_T7.T7","746","738",-13.33667,2000.00000,0.00000,0.00000,11.36746,11.36746,0.00000,0.00000 -"15-OCT-2022 03:30","ROX_T8.T8","746","737",-13.33667,2000.00000,0.00000,0.00000,11.36746,11.36746,0.00000,0.00000 -"15-OCT-2022 03:30","ROX_TMH1.1","747","750",95.62341,470.00000,0.66594,0.00000,11.43096,11.60127,0.00000,4.28003 -"15-OCT-2022 03:30","ROX_TMH2.1","747","750",95.62341,470.00000,0.66594,0.00000,11.43096,11.60127,0.00000,4.28003 -"15-OCT-2022 03:30","RPO_T5.T5","401","400",-51.00000,2000.00000,0.00000,0.00000,10.02983,10.02983,0.00000,0.00000 -"15-OCT-2022 03:30","RPO_T6.T6","401","399",-51.00000,2000.00000,0.00000,0.00000,10.02983,10.02983,0.00000,0.00000 -"15-OCT-2022 03:30","RPO_TNG1.1","401","416",127.86748,291.34000,1.32560,0.00000,10.02983,10.22139,0.00000,5.47273 -"15-OCT-2022 03:30","RPO_WRK1.1","401","299",-25.98276,397.00000,0.11528,0.00000,10.02983,9.99190,0.00000,-0.08535 -"15-OCT-2022 03:30","SBK_WPR.1","553","555",-9.63595,46.00000,0.14104,0.00000,12.03236,11.72482,0.00000,0.63320 -"15-OCT-2022 03:30","SDN_T1.T1","749","748",15.58067,108.37000,0.00835,0.06250,11.60818,11.61415,0.00000,-0.36496 -"15-OCT-2022 03:30","SDN_T2.T2","749","748",9.92994,108.37000,0.00476,0.04250,11.60818,11.61415,0.00000,-0.24478 -"15-OCT-2022 03:30","SDN_TMH.1","749","750",-22.18781,370.00000,0.01064,0.00000,11.60818,11.60127,0.00000,0.01497 -"15-OCT-2022 03:30","SFD_SPL.1","358","360",0.00000,2000.00000,0.00000,0.00000,10.68084,10.68084,0.00000,0.00000 -"15-OCT-2022 03:30","SFD_T10.L10","809","355",0.00000,85.80000,0.00000,0.00000,10.69116,10.68679,0.00000,0.00000 -"15-OCT-2022 03:30","SFD_T10.M10","357","355",-15.28835,143.00000,0.00362,0.00000,10.69493,10.68679,0.00000,0.04292 -"15-OCT-2022 03:30","SFD_T10.T10","358","355",15.34487,166.50000,0.00133,0.11040,10.68084,10.68679,0.00000,-0.55140 -"15-OCT-2022 03:30","SFD_T21.T21","358","352",0.00000,2000.00000,0.00000,0.00000,10.68084,10.68084,0.00000,0.00000 -"15-OCT-2022 03:30","SFD_T22.T22","358","353",0.00000,2000.00000,0.00000,0.00000,10.68084,10.68084,0.00000,0.00000 -"15-OCT-2022 03:30","SFD_T6.T6","357","354",4.61889,55.02000,0.00226,0.01790,10.69493,10.70020,0.00000,-0.09572 -"15-OCT-2022 03:30","SFD_T8.T8","357","354",4.61355,55.02000,0.00228,0.01790,10.69493,10.70020,0.00000,-0.09581 -"15-OCT-2022 03:30","SFD_T9.L9","808","356",0.00000,57.40000,0.00000,0.00000,10.69705,10.69420,0.00000,0.00000 -"15-OCT-2022 03:30","SFD_T9.M9","357","356",-13.98900,249.56000,0.00212,0.00000,10.69493,10.69420,0.00000,-0.00619 -"15-OCT-2022 03:30","SFD_T9.T9","358","356",14.00729,286.90000,0.00109,0.03440,10.68084,10.69420,0.00000,-0.09627 -"15-OCT-2022 03:30","SFD_TMN1.1","358","412",24.32929,492.31000,0.19860,0.00000,10.68084,10.68543,0.00000,-1.00522 -"15-OCT-2022 03:30","SPL_T10.T10","360","359",0.00000,2000.00000,0.00000,0.00000,10.68084,10.68084,0.00000,0.00000 -"15-OCT-2022 03:30","STK_T10.T10","535","529",25.18580,140.75000,0.01928,0.03300,11.88850,11.91285,0.00000,-0.00474 -"15-OCT-2022 03:30","STK_T3.L3","817","532",0.00000,22.50000,0.00000,0.00000,11.91248,11.90531,0.00000,0.00000 -"15-OCT-2022 03:30","STK_T3.M3","530","532",1.13414,60.00000,0.00038,0.00000,11.90130,11.90531,0.00000,0.00002 -"15-OCT-2022 03:30","STK_T3.T3","534","532",-1.12776,60.00000,0.00003,0.01200,11.90512,11.90531,0.00000,-0.07171 -"15-OCT-2022 03:30","STK_T4.L4","818","533",0.00000,22.50000,0.00000,0.00000,11.91149,11.90432,0.00000,0.00000 -"15-OCT-2022 03:30","STK_T4.M4","530","533",1.13386,43.97000,0.00029,0.00000,11.90130,11.90432,0.00000,-0.00002 -"15-OCT-2022 03:30","STK_T4.T4","534","533",-1.12757,60.00000,0.00003,0.01200,11.90512,11.90432,0.00000,-0.07115 -"15-OCT-2022 03:30","STK_T6.T6","535","529",25.15209,140.75000,0.01961,0.03300,11.88850,11.91285,0.00000,-0.00713 -"15-OCT-2022 03:30","STK_T7.L7","819","531",0.00000,50.20000,0.00000,0.00000,11.90688,11.90361,0.00000,0.00000 -"15-OCT-2022 03:30","STK_T7.M7","534","531",-15.00006,188.20000,0.00319,0.00000,11.90512,11.90361,0.00000,-0.00761 -"15-OCT-2022 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03:30","TMN_T8.T8","412","410",0.03513,23.90000,0.00003,0.01220,10.68543,10.69466,0.00000,-0.06524 -"15-OCT-2022 03:30","TMN_TWH1.1","412","160",24.05093,492.27000,0.25980,0.00000,10.68543,10.69273,0.00000,-1.30124 -"15-OCT-2022 03:30","TMU_T1.T1","152","151",7.23892,40.69000,0.00640,0.01660,10.57201,10.59708,0.00000,-0.03112 -"15-OCT-2022 03:30","TMU_T2.T2","152","151",7.21840,40.93000,0.00632,0.01660,10.57201,10.59708,0.00000,-0.03097 -"15-OCT-2022 03:30","TNG_T11.T11","416","413",8.77463,60.90000,0.00966,0.02660,10.22139,10.23266,0.00000,-0.13607 -"15-OCT-2022 03:30","TNG_T12.T12","416","413",8.76429,60.90000,0.00966,0.02660,10.22139,10.23266,0.00000,-0.13612 -"15-OCT-2022 03:30","TNG_T2.T2","416","414",0.03363,21.67000,0.00003,0.01220,10.22139,10.22939,0.00000,-0.06240 -"15-OCT-2022 03:30","TNG_T3.T3","416","415",0.03222,21.67000,0.00002,0.00940,10.22139,10.22775,0.00000,-0.04807 -"15-OCT-2022 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03:30","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,10.55669,10.55669,0.00000,0.00000 -"15-OCT-2022 03:30","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,10.55669,10.55669,0.00000,0.00000 -"15-OCT-2022 03:30","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,10.55669,10.55669,0.00000,0.00000 -"15-OCT-2022 03:30","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,10.55669,10.55669,0.00000,0.00000 -"15-OCT-2022 03:30","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,10.55669,10.55669,0.00000,0.00000 -"15-OCT-2022 03:30","WAI_T1.T1","277","279",-2.33976,10.00000,0.00430,0.02790,9.89037,9.85204,0.00000,-0.11437 -"15-OCT-2022 03:30","WAI_T2.T2","277","279",-2.36003,12.30000,0.00421,0.03760,9.89037,9.85204,0.00000,-0.16154 -"15-OCT-2022 03:30","WAI_T5.T5","278","277",-0.52948,4.50000,0.00043,0.00410,9.89836,9.89037,0.00000,-0.02029 -"15-OCT-2022 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06:30","OHK_WRK.1","235","299",-47.85422,430.97000,0.10661,0.00000,54.24826,54.42126,0.00000,-7.03111 -"15-OCT-2022 06:30","OHW_OTA1.1","147","84",122.53048,671.00000,1.00170,0.00000,57.67060,58.65573,0.00000,30.97663 -"15-OCT-2022 06:30","OHW_OTA2.1","147","83",121.95894,671.00000,0.99286,0.00000,57.67060,58.65434,0.00000,30.86996 -"15-OCT-2022 06:30","OHW_WKM1.1","147","288",-237.41068,671.00000,6.09619,0.00000,57.67060,55.00000,0.00000,141.22962 -"15-OCT-2022 06:30","OKE_OWH.1","236","251",-22.29697,69.00000,0.05859,0.00000,54.80959,54.78209,0.00000,-1.29905 -"15-OCT-2022 06:30","OKE_TMI.1","236","269",26.28133,77.36000,0.26628,0.00000,54.80959,55.48853,0.00000,1.53411 -"15-OCT-2022 06:30","OKE_TRK.1","236","275",-4.05367,77.36000,0.01072,0.00000,54.80959,54.61901,0.00000,0.09256 -"15-OCT-2022 06:30","OKI_T1.T1","245","242",-20.00000,2000.00000,0.00000,0.00000,54.29172,54.29172,0.00000,0.00000 -"15-OCT-2022 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06:30","OTA_T14.T14","84","79",13.55204,91.96000,0.00889,0.01730,58.65573,58.81310,0.00000,0.29616 -"15-OCT-2022 06:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,58.73038,58.71063,0.00000,0.00000 -"15-OCT-2022 06:30","OTA_T3.M3","82","81",-61.79581,337.70000,0.01935,0.00000,58.75525,58.71063,0.00000,0.81013 -"15-OCT-2022 06:30","OTA_T3.T3","84","81",61.83149,337.70000,0.01153,0.04830,58.65573,58.71063,0.00000,-0.05929 -"15-OCT-2022 06:30","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,58.69635,58.71020,0.00000,0.00000 -"15-OCT-2022 06:30","OTA_T4.M4","82","80",-61.95854,327.70000,0.02153,0.00000,58.75525,58.71020,0.00000,0.76306 -"15-OCT-2022 06:30","OTA_T4.T4","84","80",61.98086,327.70000,0.00422,0.03620,58.65573,58.71020,0.00000,0.50135 -"15-OCT-2022 06:30","OTA_T5.T5","84","82",61.84883,332.40000,0.02628,0.04510,58.65573,58.75525,0.00000,0.98042 -"15-OCT-2022 06:30","OTA_TIE3.1","84","85",133.09877,737.33000,0.00933,0.00000,58.65573,58.66823,0.00000,0.55787 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06:30","PAK_T3.T3","87","86",19.71259,140.80000,0.00876,0.04370,58.59057,58.61689,0.00000,-1.27816 -"15-OCT-2022 06:30","PAK_WKM1.1","61","87",194.20361,808.21000,0.08590,0.00000,58.48356,58.59057,0.00000,7.87490 -"15-OCT-2022 06:30","PAK_WKM1.2","61","289",-196.17487,1212.12000,1.97126,0.00000,58.48356,55.00743,0.00000,283.32108 -"15-OCT-2022 06:30","PAK_WKM2.1","62","87",194.30615,808.21000,0.08677,0.00000,58.48384,58.59057,0.00000,7.82758 -"15-OCT-2022 06:30","PAK_WKM2.2","62","289",-196.28046,1212.12000,1.97431,0.00000,58.48384,55.00743,0.00000,283.44278 -"15-OCT-2022 06:30","PEN_R862.1","96","757",69.39432,2000.00000,0.00000,0.00000,58.87457,59.12118,0.00000,8.55667 -"15-OCT-2022 06:30","PEN_T11.T11","96","92",47.92143,235.40000,0.11516,0.05600,58.87457,59.08160,0.00000,-0.09568 -"15-OCT-2022 06:30","PEN_T21.T21","90","92",-7.67523,45.23000,0.00499,0.00450,59.19994,59.08160,0.00000,0.17319 -"15-OCT-2022 06:30","PEN_T23.T23","90","92",-7.41229,45.25000,0.00503,0.00450,59.19994,59.08160,0.00000,0.15658 -"15-OCT-2022 06:30","PEN_T5.T5","96","91",1.85424,48.75000,0.00119,0.01210,58.87457,58.91239,0.00000,-0.35642 -"15-OCT-2022 06:30","PEN_T6.L6","794","94",0.00000,74.50000,0.00000,0.00000,58.99493,59.00646,0.00000,0.00000 -"15-OCT-2022 06:30","PEN_T6.M6","95","94",-59.05582,310.30000,0.02057,0.00000,59.04914,59.00646,0.00000,0.65312 -"15-OCT-2022 06:30","PEN_T6.T6","96","94",59.08878,310.30000,0.00966,0.04660,58.87457,59.00646,0.00000,2.23659 -"15-OCT-2022 06:30","PEN_T7.T7","96","92",44.47353,252.30000,0.04110,0.05140,58.87457,59.08160,0.00000,1.87102 -"15-OCT-2022 06:30","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,58.87457,58.91064,0.00000,-3.64657 -"15-OCT-2022 06:30","PEN_T9.T9","96","92",47.64713,209.05000,0.06421,0.12380,58.87457,59.08160,0.00000,-0.62198 -"15-OCT-2022 06:30","PNI_T1.T1","481","480",3.66071,23.80000,0.00428,0.03880,58.66548,58.81907,0.00000,-0.98588 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06:30","TNG_T11.T11","416","413",8.95136,60.90000,0.01031,0.02660,55.76483,56.03020,0.00000,0.15377 -"15-OCT-2022 06:30","TNG_T12.T12","416","413",8.94081,60.90000,0.01026,0.02660,55.76483,56.03020,0.00000,0.15353 -"15-OCT-2022 06:30","TNG_T2.T2","416","414",0.03313,21.67000,0.00003,0.01220,55.76483,55.80848,0.00000,-0.34043 -"15-OCT-2022 06:30","TNG_T3.T3","416","415",0.03172,21.67000,0.00002,0.00940,55.76483,55.79952,0.00000,-0.26226 -"15-OCT-2022 06:30","TRC_T1.L1","154","157",-7.28633,2000.00000,0.00000,0.00000,57.56979,57.56979,0.00000,0.00000 -"15-OCT-2022 06:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,57.56979,57.56979,0.00000,0.00000 -"15-OCT-2022 06:30","TRC_T1.T1","155","157",-7.71367,2000.00000,0.00000,0.00000,57.56979,57.56979,0.00000,0.00000 -"15-OCT-2022 06:30","TRC_T2.L2","154","156",-7.28633,2000.00000,0.00000,0.00000,57.56979,57.56979,0.00000,0.00000 -"15-OCT-2022 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06:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,54.62774,54.60933,0.00000,0.00000 -"15-OCT-2022 06:30","TRK_T3.M3","275","273",-5.21515,210.10000,0.00109,0.00000,54.61901,54.60933,0.00000,-0.00456 -"15-OCT-2022 06:30","TRK_T3.T3","276","273",5.23339,210.10000,0.00074,0.03500,54.57266,54.60933,0.00000,-0.87984 -"15-OCT-2022 06:30","TRK_T4.T4","275","270",4.47263,20.00000,0.00563,0.01200,54.61901,54.75619,0.00000,-0.17594 -"15-OCT-2022 06:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,50.18672,50.18672,0.00000,0.00000 -"15-OCT-2022 06:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,50.18672,50.18672,0.00000,0.00000 -"15-OCT-2022 06:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,50.18672,50.18672,0.00000,0.00000 -"15-OCT-2022 06:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,50.18672,50.18672,0.00000,0.00000 -"15-OCT-2022 06:30","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,50.18672,50.18672,0.00000,0.00000 -"15-OCT-2022 06:30","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,50.18672,50.18672,0.00000,0.00000 -"15-OCT-2022 06:30","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,50.18672,50.18672,0.00000,0.00000 -"15-OCT-2022 06:30","TUK_TWH1.1","158","159",56.89800,2000.00000,0.00000,0.00000,57.56979,57.56979,0.00000,0.00000 -"15-OCT-2022 06:30","TUR_T1.T1","419","418",-41.66900,9999.00000,0.00000,0.00000,58.07225,58.07225,0.00000,0.00000 -"15-OCT-2022 06:30","TWC_T1.T1","421","420",-16.70650,2000.00000,0.00000,0.00000,58.02818,58.02818,0.00000,0.00000 -"15-OCT-2022 06:30","TWC_T2.T2","421","420",-16.70650,2000.00000,0.00000,0.00000,58.02818,58.02818,0.00000,0.00000 -"15-OCT-2022 06:30","TWH_T1.T1","160","159",-14.66744,127.45000,0.00727,0.03920,57.59817,57.56979,0.00000,-1.13012 -"15-OCT-2022 06:30","TWH_T2.T2","160","159",-14.62936,126.66000,0.00717,0.03920,57.59817,57.56979,0.00000,-1.12772 -"15-OCT-2022 06:30","TWZ_T18.T18","679","680",-1.99128,27.40000,0.00093,0.03560,58.62611,58.59859,0.00000,-1.04354 -"15-OCT-2022 06:30","TWZ_T19.T19","679","680",-1.99119,27.40000,0.00093,0.03560,58.62611,58.59859,0.00000,-1.04355 -"15-OCT-2022 06:30","UHT_T1.T1","491","490",7.04647,53.46000,0.00540,0.05150,58.56504,58.60992,0.00000,-1.50943 -"15-OCT-2022 06:30","UHT_T2.T2","491","490",7.04852,53.46000,0.00539,0.04690,58.56504,58.60992,0.00000,-1.37418 -"15-OCT-2022 06:30","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,57.78721,57.78721,0.00000,0.00000 -"15-OCT-2022 06:30","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,57.78721,57.78721,0.00000,0.00000 -"15-OCT-2022 06:30","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,57.78721,57.78721,0.00000,0.00000 -"15-OCT-2022 06:30","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,57.78721,57.78721,0.00000,0.00000 -"15-OCT-2022 06:30","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,57.78721,57.78721,0.00000,0.00000 -"15-OCT-2022 06:30","WAI_T1.T1","277","279",-3.77948,10.00000,0.01081,0.02790,54.67464,54.39039,0.00000,-0.52105 -"15-OCT-2022 06:30","WAI_T2.T2","277","279",-3.81223,12.30000,0.01038,0.03760,54.67464,54.39039,0.00000,-0.76988 -"15-OCT-2022 06:30","WAI_T5.T5","278","277",-0.69272,4.50000,0.00067,0.00410,54.86514,54.67464,0.00000,-0.06480 -"15-OCT-2022 06:30","WDV_T1.T1","425","424",0.90658,4.50000,0.00057,0.00590,58.02751,58.10922,0.00000,-0.15102 -"15-OCT-2022 06:30","WDV_T2.T2","425","424",0.92243,4.50000,0.00059,0.00580,58.02751,58.10922,0.00000,-0.14801 -"15-OCT-2022 06:30","WEL_T1.T1","45","44",9.61612,40.50000,0.01613,0.05010,62.29644,62.47836,0.00000,-1.19415 -"15-OCT-2022 06:30","WEL_T2.T2","46","44",9.77287,39.00000,0.01486,0.03790,62.29247,62.47836,0.00000,-0.73985 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06:30","WIL_T8.L8","812","494",0.00000,72.00000,0.00000,0.00000,58.48628,58.47682,0.00000,0.00000 -"15-OCT-2022 06:30","WIL_T8.M8","495","494",-59.99252,306.20000,0.01744,0.00000,58.51927,58.47682,0.00000,0.76281 -"15-OCT-2022 06:30","WIL_T8.T8","496","494",60.02878,306.20000,0.00981,0.05290,58.49279,58.47682,0.00000,-2.31282 -"15-OCT-2022 06:30","WIR_T1.T1","104","103",30.10377,120.03000,0.03554,0.09360,59.07060,59.23629,0.00000,-1.33079 -"15-OCT-2022 06:30","WIR_T2.T2","758","103",16.71631,115.00000,0.01649,0.03850,59.06363,59.23629,0.00000,-0.18565 -"15-OCT-2022 06:30","WKM_T1.T1","288","281",-27.19944,2000.00000,0.00000,0.00000,55.00000,55.00000,0.00000,0.00000 -"15-OCT-2022 06:30","WKM_T2.T2","288","282",-27.19944,2000.00000,0.00000,0.00000,55.00000,55.00000,0.00000,0.00000 -"15-OCT-2022 06:30","WKM_T3.T3","288","283",-27.19944,2000.00000,0.00000,0.00000,55.00000,55.00000,0.00000,0.00000 -"15-OCT-2022 06:30","WKM_T4.T4","288","284",-27.19944,2000.00000,0.00000,0.00000,55.00000,55.00000,0.00000,0.00000 -"15-OCT-2022 06:30","WKM_T8.L8","285","286",-7.99900,2000.00000,0.00000,0.00000,55.00000,55.00000,0.00000,0.00000 -"15-OCT-2022 06:30","WKM_T8.M8","287","286",55.30606,2000.00000,0.00000,0.00000,55.00000,55.00000,0.00000,0.00000 -"15-OCT-2022 06:30","WKM_T8.T8","288","286",-47.30706,2000.00000,0.00000,0.00000,55.00000,55.00000,0.00000,0.00000 -"15-OCT-2022 06:30","WKM_T9.T9","288","287",-34.69394,2000.00000,0.00000,0.00000,55.00000,55.00000,0.00000,0.00000 -"15-OCT-2022 06:30","WKM_TIE1.1","288","289",75.57215,1104.00000,0.00299,0.00000,55.00000,55.00743,0.00000,0.19858 -"15-OCT-2022 06:30","WKM_TIE2.1","288","289",76.14921,1104.00000,0.00302,0.00000,55.00000,55.00743,0.00000,0.20009 -"15-OCT-2022 06:30","WKM_WRK1.1","289","299",-241.85818,952.63000,1.11820,0.00000,55.00743,54.42126,0.00000,40.13084 -"15-OCT-2022 06:30","WKO_T1.T1","164","163",6.96300,41.15000,0.00793,0.03230,59.30279,59.42678,0.00000,-0.76358 -"15-OCT-2022 06:30","WKO_T2.T2","164","163",14.43202,54.05000,0.01255,0.02880,59.30279,59.42678,0.00000,-0.33378 -"15-OCT-2022 06:30","WPA_T1.T1","291","290",-33.00000,2000.00000,0.00000,0.00000,54.78201,54.78201,0.00000,0.00000 -"15-OCT-2022 06:30","WPP_T1.T1","367","368",-29.54600,9999.00000,0.00000,0.00000,57.63314,57.63314,0.00000,0.00000 -"15-OCT-2022 06:30","WPP_WVY1.1","367","366",29.54600,9999.00000,0.00000,0.00000,57.63314,57.63314,0.00000,0.00000 -"15-OCT-2022 06:30","WPR_T12.T12","557","555",15.25241,110.60000,0.00664,0.04080,63.03708,62.95453,0.00000,-2.12287 -"15-OCT-2022 06:30","WPR_T13.T13","556","555",15.23926,110.60000,0.00665,0.04080,63.04071,62.95453,0.00000,-2.15013 -"15-OCT-2022 06:30","WPR_T3.T3","555","554",4.49837,13.60000,0.00937,0.01000,62.95453,63.29436,0.00000,0.15130 -"15-OCT-2022 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07:30","NGB_T1.T1","36","37",0.00000,9999.00000,0.00000,0.00000,77.42777,77.42777,0.00000,0.00000 -"15-OCT-2022 07:30","NGB_T41.T41","37","35",0.00000,9999.00000,0.00000,0.00000,77.42777,77.42777,0.00000,0.00000 -"15-OCT-2022 07:30","NMA_GOR_TMH1.1","690","735",48.66393,382.17000,0.14626,0.00000,77.72411,77.94503,0.00000,-0.32479 -"15-OCT-2022 07:30","NMA_GOR_TMH1.2","690","750",-57.29092,382.17000,0.53514,0.00000,77.72411,74.45722,0.00000,72.78497 -"15-OCT-2022 07:30","NMA_GOR_TMH1.3","711","690",-8.09184,304.84000,0.00072,0.00000,77.73757,77.72411,0.00000,0.02662 -"15-OCT-2022 07:30","NMA_GOR_TMH2.1","691","735",48.66354,382.17000,0.14628,0.00000,77.72418,77.94503,0.00000,-0.32711 -"15-OCT-2022 07:30","NMA_GOR_TMH2.2","691","750",-57.28945,382.17000,0.53509,0.00000,77.72418,74.45722,0.00000,72.78643 -"15-OCT-2022 07:30","NMA_GOR_TMH2.3","712","691",-8.09081,304.84000,0.00073,0.00000,77.73787,77.72418,0.00000,0.02705 -"15-OCT-2022 07:30","NMA_T1.T1","735","734",14.01803,67.27000,0.02310,0.03170,77.94503,78.22399,0.00000,-0.18800 -"15-OCT-2022 07:30","NMA_T2.T2","735","734",13.97312,67.27000,0.02335,0.03170,77.94503,78.22399,0.00000,-0.20418 -"15-OCT-2022 07:30","NMA_TWI1.1","735","751",125.32189,467.00000,0.49154,0.00000,77.94503,78.53167,0.00000,17.45871 -"15-OCT-2022 07:30","NMA_TWI2.1","735","751",125.32765,467.00000,0.49158,0.00000,77.94503,78.53167,0.00000,17.45889 -"15-OCT-2022 07:30","NMA_WHL.1","734","752",-9.73300,2000.00000,0.00000,0.00000,78.22399,78.22399,0.00000,0.00000 -"15-OCT-2022 07:30","NPK_T1.T1","396","395",1.92370,15.00000,0.00095,0.01150,71.50562,71.54086,0.00000,-0.41136 -"15-OCT-2022 07:30","NSY_PRU1.1","653","673",-11.50000,2000.00000,0.00000,0.00000,72.99076,72.99076,0.00000,0.00000 -"15-OCT-2022 07:30","NSY_ROX.1","654","747",81.21264,671.11000,0.47543,0.00000,72.94755,73.21050,0.00000,-6.72574 -"15-OCT-2022 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07:30","TAK_T5.T5","102","100",29.55462,162.14000,0.01866,0.05520,73.43632,73.55900,0.00000,-0.90345 -"15-OCT-2022 07:30","TAK_T8.T8","101","100",31.35067,162.14000,0.02143,0.05520,73.44413,73.55900,0.00000,-1.01798 -"15-OCT-2022 07:30","TAP_T1.T1","403","402",-44.73700,2000.00000,0.00000,0.00000,71.74090,71.74090,0.00000,0.00000 -"15-OCT-2022 07:30","TAP_WDV1.1","403","425",44.73700,2000.00000,0.00000,0.00000,71.74090,71.74090,0.00000,0.00000 -"15-OCT-2022 07:30","TGA_T1.T1","264","262",5.84493,36.03000,0.00543,0.01590,69.24950,69.46369,0.00000,-0.11482 -"15-OCT-2022 07:30","TGA_T2.T2","264","262",5.83843,38.40000,0.00503,0.01590,69.24950,69.46369,0.00000,-0.10177 -"15-OCT-2022 07:30","TGA_T3.T3","264","263",17.71024,108.40000,0.01723,0.02430,69.24950,69.40547,0.00000,-0.06020 -"15-OCT-2022 07:30","TGA_T4.T4","264","263",21.89477,108.40000,0.01572,0.02980,69.24950,69.40547,0.00000,0.12766 -"15-OCT-2022 07:30","THI_T1.T1","267","265",-80.00000,2000.00000,0.00000,0.00000,68.01217,68.01217,0.00000,0.00000 -"15-OCT-2022 07:30","THI_T2.T2","267","266",-84.00000,2000.00000,0.00000,0.00000,68.01217,68.01217,0.00000,0.00000 -"15-OCT-2022 07:30","THI_WKM1.1","267","288",275.74301,993.60000,1.21006,0.00000,68.01217,68.71396,0.00000,55.18316 -"15-OCT-2022 07:30","THI_WRK1.1","267","299",-77.76471,994.00000,0.01933,0.00000,68.01217,67.96696,0.00000,1.10092 -"15-OCT-2022 07:30","TIM_T3.T3","575","824",0.00675,46.92000,0.00000,0.01350,73.70071,73.74877,0.00000,-0.49780 -"15-OCT-2022 07:30","TIM_T4.T4","575","573",20.24172,47.04000,0.04990,0.01350,73.70071,74.05207,0.00000,1.20857 -"15-OCT-2022 07:30","TIM_T5.L5","825","576",0.00000,85.60000,0.00000,0.00000,73.67479,73.65786,0.00000,0.00000 -"15-OCT-2022 07:30","TIM_T5.M5","575","576",-46.25975,247.91000,0.00933,0.00000,73.70071,73.65786,0.00000,0.64742 -"15-OCT-2022 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07:30","TMU_T2.T2","152","151",16.06203,40.93000,0.03246,0.01660,72.48719,72.79022,0.00000,0.64799 -"15-OCT-2022 07:30","TNG_T11.T11","416","413",8.64842,60.90000,0.00952,0.02660,69.26838,69.34477,0.00000,-0.92215 -"15-OCT-2022 07:30","TNG_T12.T12","416","413",8.63823,60.90000,0.00952,0.02660,69.26838,69.34477,0.00000,-0.92242 -"15-OCT-2022 07:30","TNG_T2.T2","416","414",0.03413,21.67000,0.00003,0.01220,69.26838,69.32260,0.00000,-0.42287 -"15-OCT-2022 07:30","TNG_T3.T3","416","415",0.03272,21.67000,0.00002,0.00940,69.26838,69.31147,0.00000,-0.32576 -"15-OCT-2022 07:30","TRC_T1.L1","154","157",-8.11886,2000.00000,0.00000,0.00000,72.36387,72.36387,0.00000,0.00000 -"15-OCT-2022 07:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,72.36387,72.36387,0.00000,0.00000 -"15-OCT-2022 07:30","TRC_T1.T1","155","157",-6.88114,2000.00000,0.00000,0.00000,72.36387,72.36387,0.00000,0.00000 -"15-OCT-2022 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07:30","TRK_T2.T2","276","274",8.84691,210.10000,0.00125,0.03500,68.32128,68.41419,0.00000,-0.82891 -"15-OCT-2022 07:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,68.39113,68.41419,0.00000,0.00000 -"15-OCT-2022 07:30","TRK_T3.M3","275","273",-8.82816,210.10000,0.00185,0.00000,68.42349,68.41419,0.00000,-0.02216 -"15-OCT-2022 07:30","TRK_T3.T3","276","273",8.84691,210.10000,0.00125,0.03500,68.32128,68.41419,0.00000,-0.82891 -"15-OCT-2022 07:30","TRK_T4.T4","275","270",5.38893,20.00000,0.00793,0.01200,68.42349,68.59534,0.00000,-0.22040 -"15-OCT-2022 07:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,64.00660,64.00660,0.00000,0.00000 -"15-OCT-2022 07:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,64.00660,64.00660,0.00000,0.00000 -"15-OCT-2022 07:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,64.00660,64.00660,0.00000,0.00000 -"15-OCT-2022 07:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,64.00660,64.00660,0.00000,0.00000 -"15-OCT-2022 07:30","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,64.00660,64.00660,0.00000,0.00000 -"15-OCT-2022 07:30","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,64.00660,64.00660,0.00000,0.00000 -"15-OCT-2022 07:30","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,64.00660,64.00660,0.00000,0.00000 -"15-OCT-2022 07:30","TUK_TWH1.1","158","159",54.31700,2000.00000,0.00000,0.00000,72.36387,72.36387,0.00000,0.00000 -"15-OCT-2022 07:30","TUR_T1.T1","419","418",-42.91100,9999.00000,0.00000,0.00000,71.71319,71.71319,0.00000,0.00000 -"15-OCT-2022 07:30","TWC_T1.T1","421","420",-21.23800,2000.00000,0.00000,0.00000,71.59091,71.59091,0.00000,0.00000 -"15-OCT-2022 07:30","TWC_T2.T2","421","420",-21.23800,2000.00000,0.00000,0.00000,71.59091,71.59091,0.00000,0.00000 -"15-OCT-2022 07:30","TWH_T1.T1","160","159",-10.08249,127.45000,0.00500,0.03920,72.39954,72.36387,0.00000,-1.42007 -"15-OCT-2022 07:30","TWH_T2.T2","160","159",-10.05631,126.66000,0.00493,0.03920,72.39954,72.36387,0.00000,-1.41799 -"15-OCT-2022 07:30","TWZ_T18.T18","679","680",-2.31694,27.40000,0.00109,0.03560,72.00349,71.96970,0.00000,-1.28165 -"15-OCT-2022 07:30","TWZ_T19.T19","679","680",-2.31683,27.40000,0.00109,0.03560,72.00349,71.96970,0.00000,-1.28167 -"15-OCT-2022 07:30","UHT_T1.T1","491","490",8.11356,53.46000,0.00714,0.05150,72.31917,72.55806,0.00000,-1.15844 -"15-OCT-2022 07:30","UHT_T2.T2","491","490",8.11592,53.46000,0.00713,0.04690,72.31917,72.55806,0.00000,-0.99083 -"15-OCT-2022 07:30","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,71.21553,71.21553,0.00000,0.00000 -"15-OCT-2022 07:30","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,71.21553,71.21553,0.00000,0.00000 -"15-OCT-2022 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07:30","WEL_T1.T1","45","44",11.71836,40.50000,0.02276,0.05010,77.33250,77.55945,0.00000,-1.49569 -"15-OCT-2022 07:30","WEL_T2.T2","46","44",11.88704,39.00000,0.02064,0.03790,77.32979,77.55945,0.00000,-0.90526 -"15-OCT-2022 07:30","WGN_T1.T1","427","426",12.03168,39.60000,0.02072,0.02750,71.84310,72.03107,0.00000,-0.60577 -"15-OCT-2022 07:30","WGN_T2.T2","427","426",7.58839,24.01000,0.01200,0.03920,71.84310,72.03107,0.00000,-1.13081 -"15-OCT-2022 07:30","WGN_WVY1.1","427","366",-14.37098,165.05000,0.09861,0.00000,71.84310,71.06509,0.00000,2.04824 -"15-OCT-2022 07:30","WHI_T1.T1","319","313",18.15734,73.29000,0.01851,0.03000,68.37420,68.50092,0.00000,-0.51097 -"15-OCT-2022 07:30","WHI_T2.T2","319","314",21.78976,73.29000,0.02616,0.03000,68.37420,68.50562,0.00000,-0.49187 -"15-OCT-2022 07:30","WHI_T3.T3","319","315",6.54399,67.00000,0.00241,0.03400,68.37420,68.39941,0.00000,-1.16279 -"15-OCT-2022 07:30","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,68.37420,68.37420,0.00000,0.00000 -"15-OCT-2022 07:30","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,68.37420,68.37420,0.00000,0.00000 -"15-OCT-2022 07:30","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,68.37420,68.37420,0.00000,0.00000 -"15-OCT-2022 07:30","WHI_WRK1.1","319","299",-45.84284,582.67000,0.23045,0.00000,68.37420,67.96696,0.00000,1.45624 -"15-OCT-2022 07:30","WHU_T1.T1","162","161",12.46883,103.30000,0.00653,0.02100,74.39554,74.47266,0.00000,-0.54441 -"15-OCT-2022 07:30","WHU_T3.T3","162","161",12.44963,75.49000,0.00627,0.02030,74.39554,74.47266,0.00000,-0.50943 -"15-OCT-2022 07:30","WHU_WKO1.1","162","164",28.53802,123.00000,0.12738,0.00000,74.39554,75.03950,0.00000,4.40941 -"15-OCT-2022 07:30","WHU_WKO2.1","162","164",28.49100,123.00000,0.12719,0.00000,74.39554,75.03950,0.00000,4.40142 -"15-OCT-2022 07:30","WIL_T3.T3","496","493",9.13193,109.95000,0.00188,0.04750,72.28290,72.29780,0.00000,-1.71711 -"15-OCT-2022 07:30","WIL_T5.T5","496","493",9.13233,109.95000,0.00188,0.04750,72.28290,72.29780,0.00000,-1.71703 -"15-OCT-2022 07:30","WIL_T8.L8","812","494",0.00000,72.00000,0.00000,0.00000,72.37020,72.35850,0.00000,0.00000 -"15-OCT-2022 07:30","WIL_T8.M8","495","494",-71.65506,306.20000,0.02529,0.00000,72.40330,72.35850,0.00000,0.68951 -"15-OCT-2022 07:30","WIL_T8.T8","496","494",71.69573,306.20000,0.01422,0.05290,72.28290,72.35850,0.00000,0.28182 -"15-OCT-2022 07:30","WIR_T1.T1","104","103",32.80692,120.03000,0.04127,0.09360,74.04734,74.25497,0.00000,-1.60144 -"15-OCT-2022 07:30","WIR_T2.T2","758","103",18.21921,115.00000,0.02281,0.03850,74.03840,74.25497,0.00000,-0.30348 -"15-OCT-2022 07:30","WKM_T1.T1","288","281",-28.00000,2000.00000,0.00000,0.00000,68.71396,68.71396,0.00000,0.00000 -"15-OCT-2022 07:30","WKM_T2.T2","288","282",-28.00000,2000.00000,0.00000,0.00000,68.71396,68.71396,0.00000,0.00000 -"15-OCT-2022 07:30","WKM_T3.T3","288","283",-28.00000,2000.00000,0.00000,0.00000,68.71396,68.71396,0.00000,0.00000 -"15-OCT-2022 07:30","WKM_T4.T4","288","284",-28.00000,2000.00000,0.00000,0.00000,68.71396,68.71396,0.00000,0.00000 -"15-OCT-2022 07:30","WKM_T8.L8","285","286",-8.41300,2000.00000,0.00000,0.00000,68.71396,68.71396,0.00000,0.00000 -"15-OCT-2022 07:30","WKM_T8.M8","287","286",56.07803,2000.00000,0.00000,0.00000,68.71396,68.71396,0.00000,0.00000 -"15-OCT-2022 07:30","WKM_T8.T8","288","286",-47.66503,2000.00000,0.00000,0.00000,68.71396,68.71396,0.00000,0.00000 -"15-OCT-2022 07:30","WKM_T9.T9","288","287",-34.92197,2000.00000,0.00000,0.00000,68.71396,68.71396,0.00000,0.00000 -"15-OCT-2022 07:30","WKM_TIE1.1","288","289",98.19310,1104.00000,0.00389,0.00000,68.71396,68.72365,0.00000,0.34178 -"15-OCT-2022 07:30","WKM_TIE2.1","288","289",98.94289,1104.00000,0.00392,0.00000,68.71396,68.72365,0.00000,0.34439 -"15-OCT-2022 07:30","WKM_WRK1.1","289","299",-246.76290,952.63000,1.15856,0.00000,68.72365,67.96696,0.00000,53.55153 -"15-OCT-2022 07:30","WKO_T1.T1","164","163",7.97890,41.15000,0.01130,0.03230,75.03950,75.19640,0.00000,-1.01343 -"15-OCT-2022 07:30","WKO_T2.T2","164","163",16.53764,54.05000,0.01568,0.02880,75.03950,75.19640,0.00000,-0.37513 -"15-OCT-2022 07:30","WPA_T1.T1","291","290",-54.00000,2000.00000,0.00000,0.00000,68.30295,68.30295,0.00000,0.00000 -"15-OCT-2022 07:30","WPP_T1.T1","367","368",-32.17800,9999.00000,0.00000,0.00000,71.06509,71.06509,0.00000,0.00000 -"15-OCT-2022 07:30","WPP_WVY1.1","367","366",32.17800,9999.00000,0.00000,0.00000,71.06509,71.06509,0.00000,0.00000 -"15-OCT-2022 07:30","WPR_T12.T12","557","555",17.08404,110.60000,0.00895,0.04080,77.36078,77.35148,0.00000,-2.00360 -"15-OCT-2022 07:30","WPR_T13.T13","556","555",17.06860,110.60000,0.00894,0.04080,77.36519,77.35148,0.00000,-2.04064 -"15-OCT-2022 07:30","WPR_T3.T3","555","554",5.13278,13.60000,0.01278,0.01000,77.35148,77.76903,0.00000,0.18590 -"15-OCT-2022 07:30","WPW_T1.T1","431","429",6.97976,26.23000,0.01342,0.04000,73.12648,73.37225,0.00000,-1.10188 -"15-OCT-2022 07:30","WPW_T2.T2","430","429",8.69286,26.23000,0.01339,0.02850,73.08418,73.37225,0.00000,-0.28485 -"15-OCT-2022 07:30","WPW_T33.T33","429","428",2.54934,10.00000,0.00335,0.00720,73.37225,73.54385,0.00000,-0.16932 -"15-OCT-2022 07:30","WRD_T1.T1","49","47",18.62355,80.00000,0.00000,0.00000,74.35033,74.35444,0.00000,0.03826 -"15-OCT-2022 07:30","WRD_T2.T2","48","779",0.00000,80.00000,0.00000,0.00000,74.34967,74.34967,0.00000,0.00000 -"15-OCT-2022 07:30","WRD_T3.T3","755","47",18.16079,80.00000,0.00000,0.00000,74.35053,74.35444,0.00000,0.03548 -"15-OCT-2022 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08:00","TNG_T12.T12","416","413",9.11453,60.90000,0.01109,0.02660,50.43983,50.67985,0.00000,0.13886 -"15-OCT-2022 08:00","TNG_T2.T2","416","414",0.03413,21.67000,0.00003,0.01220,50.43983,50.47931,0.00000,-0.30792 -"15-OCT-2022 08:00","TNG_T3.T3","416","415",0.03272,21.67000,0.00002,0.00940,50.43983,50.47120,0.00000,-0.23721 -"15-OCT-2022 08:00","TRC_T1.L1","154","157",-8.42278,2000.00000,0.00000,0.00000,52.73318,52.73318,0.00000,0.00000 -"15-OCT-2022 08:00","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,52.73318,52.73318,0.00000,0.00000 -"15-OCT-2022 08:00","TRC_T1.T1","155","157",-6.57722,2000.00000,0.00000,0.00000,52.73318,52.73318,0.00000,0.00000 -"15-OCT-2022 08:00","TRC_T2.L2","154","156",-8.42278,2000.00000,0.00000,0.00000,52.73318,52.73318,0.00000,0.00000 -"15-OCT-2022 08:00","TRC_T2.M2","153","156",15.00000,2000.00000,0.00000,0.00000,52.73318,52.73318,0.00000,0.00000 -"15-OCT-2022 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08:00","TRK_T3.M3","275","273",-9.71726,210.10000,0.00203,0.00000,49.95597,49.95065,0.00000,-0.02494 -"15-OCT-2022 08:00","TRK_T3.T3","276","273",9.73613,210.10000,0.00137,0.03500,49.85847,49.95065,0.00000,-0.45963 -"15-OCT-2022 08:00","TRK_T4.T4","275","270",5.67665,20.00000,0.00865,0.01200,49.95597,50.08144,0.00000,-0.16092 -"15-OCT-2022 08:00","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,47.59947,47.59947,0.00000,0.00000 -"15-OCT-2022 08:00","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,47.59947,47.59947,0.00000,0.00000 -"15-OCT-2022 08:00","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,47.59947,47.59947,0.00000,0.00000 -"15-OCT-2022 08:00","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,47.59947,47.59947,0.00000,0.00000 -"15-OCT-2022 08:00","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,47.59947,47.59947,0.00000,0.00000 -"15-OCT-2022 08:00","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,47.59947,47.59947,0.00000,0.00000 -"15-OCT-2022 08:00","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,47.59947,47.59947,0.00000,0.00000 -"15-OCT-2022 08:00","TUK_TWH1.1","158","159",49.55900,2000.00000,0.00000,0.00000,52.73318,52.73318,0.00000,0.00000 -"15-OCT-2022 08:00","TUR_T1.T1","419","418",-45.42800,9999.00000,0.00000,0.00000,52.02132,52.02132,0.00000,0.00000 -"15-OCT-2022 08:00","TWC_T1.T1","421","420",-25.18600,2000.00000,0.00000,0.00000,51.98345,51.98345,0.00000,0.00000 -"15-OCT-2022 08:00","TWC_T2.T2","421","420",-25.18600,2000.00000,0.00000,0.00000,51.98345,51.98345,0.00000,0.00000 -"15-OCT-2022 08:00","TWH_T1.T1","160","159",-6.49834,127.45000,0.00322,0.03920,52.75918,52.73318,0.00000,-1.03457 -"15-OCT-2022 08:00","TWH_T2.T2","160","159",-6.48146,126.66000,0.00318,0.03920,52.75918,52.73318,0.00000,-1.03359 -"15-OCT-2022 08:00","TWZ_T18.T18","679","680",-2.43300,27.40000,0.00114,0.03560,50.98863,50.96470,0.00000,-0.90759 -"15-OCT-2022 08:00","TWZ_T19.T19","679","680",-2.43288,27.40000,0.00114,0.03560,50.98863,50.96470,0.00000,-0.90761 -"15-OCT-2022 08:00","UHT_T1.T1","491","490",8.79721,53.46000,0.00940,0.05150,52.46881,52.64213,0.00000,-0.84055 -"15-OCT-2022 08:00","UHT_T2.T2","491","490",8.79977,53.46000,0.00938,0.04690,52.46881,52.64213,0.00000,-0.71878 -"15-OCT-2022 08:00","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,51.69529,51.69529,0.00000,0.00000 -"15-OCT-2022 08:00","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,51.69529,51.69529,0.00000,0.00000 -"15-OCT-2022 08:00","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,51.69529,51.69529,0.00000,0.00000 -"15-OCT-2022 08:00","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,51.69529,51.69529,0.00000,0.00000 -"15-OCT-2022 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08:30","MAN_T8.T8","732","724",0.33300,2000.00000,0.00000,0.00000,81.88790,81.88790,0.00000,0.00000 -"15-OCT-2022 08:30","MAN_T9.T9","732","724",0.33300,2000.00000,0.00000,0.00000,81.88790,81.88790,0.00000,0.00000 -"15-OCT-2022 08:30","MAT_T1.T1","209","208",-32.50000,2000.00000,0.00000,0.00000,73.33114,73.33114,0.00000,0.00000 -"15-OCT-2022 08:30","MAT_T2.T2","209","207",-32.50000,2000.00000,0.00000,0.00000,73.33114,73.33114,0.00000,0.00000 -"15-OCT-2022 08:30","MCH_T1.T1","519","518",2.09603,7.51000,0.00168,0.00670,88.83862,88.95748,0.00000,-0.24836 -"15-OCT-2022 08:30","MCK_WIL1.1","469","493",1.95303,2000.00000,0.00000,0.00000,79.62278,79.62278,0.00000,0.00000 -"15-OCT-2022 08:30","MCK_WIL2.1","469","493",1.98897,2000.00000,0.00000,0.00000,79.62278,79.62278,0.00000,0.00000 -"15-OCT-2022 08:30","MDN_MPE1.1","28","30",48.28765,228.63000,0.26069,0.00000,84.44307,86.09455,0.00000,28.65129 -"15-OCT-2022 08:30","MDN_MPE2.1","28","30",48.31024,312.70000,0.21083,0.00000,84.44307,86.09455,0.00000,30.81605 -"15-OCT-2022 08:30","MDN_T5.L5","24","27",0.00000,47.63000,0.00000,0.00000,84.41373,84.43325,0.00000,0.00000 -"15-OCT-2022 08:30","MDN_T5.M5","28","27",-48.37513,188.00000,0.01438,0.00000,84.44307,84.43325,0.00000,-0.36975 -"15-OCT-2022 08:30","MDN_T5.T5","29","27",48.41046,188.00000,0.01368,0.04330,83.85613,84.43325,0.00000,11.56378 -"15-OCT-2022 08:30","MDN_T6.L6","25","26",0.00000,47.63000,0.00000,0.00000,84.41986,84.40345,0.00000,0.00000 -"15-OCT-2022 08:30","MDN_T6.M6","28","26",-48.26119,189.00000,0.02404,0.00000,84.44307,84.40345,0.00000,-0.05897 -"15-OCT-2022 08:30","MDN_T6.T6","29","26",48.26475,189.00000,0.00356,0.00000,83.85613,84.40345,0.00000,13.05775 -"15-OCT-2022 08:30","MGM_MST1.1","471","479",13.21164,148.79000,0.09706,0.00000,80.35089,81.17535,0.00000,1.50684 -"15-OCT-2022 08:30","MGM_T2.T2","471","470",6.35782,27.09000,0.01361,0.01630,80.35089,80.67924,0.00000,-0.16281 -"15-OCT-2022 08:30","MGM_T3.T3","471","470",6.34464,27.09000,0.01356,0.01630,80.35089,80.67924,0.00000,-0.16281 -"15-OCT-2022 08:30","MGM_WDV1.1","471","425",-26.07010,149.00000,0.13969,0.00000,80.35089,79.05986,0.00000,11.21641 -"15-OCT-2022 08:30","MHO_T1.T1","387","386",-26.00000,2000.00000,0.00000,0.00000,78.33519,78.33519,0.00000,0.00000 -"15-OCT-2022 08:30","MHO_T3.T3","389","387",-0.14510,38.70000,0.00008,0.03300,78.37751,78.33519,0.00000,-1.29319 -"15-OCT-2022 08:30","MHO_T4.T4","388","387",-0.14590,39.60000,0.00008,0.03900,78.37756,78.33519,0.00000,-1.52840 -"15-OCT-2022 08:30","MKE_T1.T1","342","340",0.09050,2000.00000,0.00000,0.00000,81.68544,81.68544,0.00000,0.00000 -"15-OCT-2022 08:30","MKE_T2.T2","342","341",0.09050,2000.00000,0.00000,0.00000,81.68544,81.68544,0.00000,0.00000 -"15-OCT-2022 08:30","MLG_T1.T1","476","474",7.21476,33.68000,0.01075,0.01360,79.94471,80.19794,0.00000,-0.06302 -"15-OCT-2022 08:30","MLG_T2.T2","477","474",7.16124,32.68000,0.01065,0.01360,79.96023,80.19794,0.00000,-0.12142 -"15-OCT-2022 08:30","MLG_T3.T3","476","475",8.83999,65.16000,0.00936,0.05100,79.94471,80.03736,0.00000,-2.00609 -"15-OCT-2022 08:30","MLG_T4.T4","477","475",8.78770,65.16000,0.00933,0.05100,79.96023,80.03736,0.00000,-2.07562 -"15-OCT-2022 08:30","MNG_OTA1.1","76","82",-59.84833,305.00000,0.03799,0.00000,82.27969,82.16419,0.00000,1.89333 -"15-OCT-2022 08:30","MNG_OTA2.1","76","82",-59.81642,305.00000,0.03798,0.00000,82.27969,82.16419,0.00000,1.89189 -"15-OCT-2022 08:30","MNG_ROS1.1","76","99",24.72743,105.00000,0.10395,0.00000,82.27969,82.91142,0.00000,3.50119 -"15-OCT-2022 08:30","MNG_ROS2.1","76","99",24.69168,105.00000,0.10372,0.00000,82.27969,82.91142,0.00000,3.49933 -"15-OCT-2022 08:30","MNG_T1.T1","76","75",33.32740,140.48000,0.03848,0.02950,82.27969,82.45823,0.00000,0.17228 -"15-OCT-2022 08:30","MNG_T2.T2","76","75",33.33477,140.48000,0.03819,0.02950,82.27969,82.45823,0.00000,0.18522 -"15-OCT-2022 08:30","MNI_MKE_SFD1.1","327","345",14.70347,105.15000,0.01328,0.00000,81.61566,81.58380,0.00000,-0.77597 -"15-OCT-2022 08:30","MNI_MKE_SFD1.2","327","357",-15.00562,101.00000,0.12099,0.00000,81.61566,79.86790,0.00000,8.17556 -"15-OCT-2022 08:30","MNI_MKE_SFD1.3","342","327",-0.18115,114.00000,0.00015,0.00000,81.68544,81.61566,0.00000,0.00000 -"15-OCT-2022 08:30","MNI_T3.T3","345","343",3.29543,37.53000,0.00272,0.02250,81.58380,81.65127,0.00000,-0.91858 -"15-OCT-2022 08:30","MNI_T4.T4","345","344",7.71991,37.53000,0.01312,0.02250,81.58380,81.88676,0.00000,-0.28885 -"15-OCT-2022 08:30","MOK_T1.T1","212","211",-23.51111,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","MOK_T11.T11","212","211",-18.82994,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","MOK_T2.T2","212","210",-46.65894,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","MOK_WKM.1","212","287",89.00000,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","MST_T2.T2","479","478",15.57803,77.90000,0.01666,0.02060,81.17535,81.37074,0.00000,0.00613 -"15-OCT-2022 08:30","MST_T3.T3","479","478",15.58578,77.90000,0.01656,0.02060,81.17535,81.37074,0.00000,0.01074 -"15-OCT-2022 08:30","MST_UHT1.1","444","479",9.02992,98.00000,0.03306,0.00000,80.93243,81.17535,0.00000,-0.24487 -"15-OCT-2022 08:30","MST_UHT1.2","444","491",-15.06209,77.36000,0.10833,0.00000,80.93243,79.64713,0.00000,5.29612 -"15-OCT-2022 08:30","MST_UHT2.1","445","479",9.10631,98.00000,0.03334,0.00000,80.93209,81.17535,0.00000,-0.24545 -"15-OCT-2022 08:30","MST_UHT2.2","445","491",-15.01082,77.36000,0.10743,0.00000,80.93209,79.64713,0.00000,5.29691 -"15-OCT-2022 08:30","MTI_T1.T1","223","222",-28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_T10.T10","223","213",-28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_T2.T2","223","221",-28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_T3.T3","220","223",28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_T4.T4","219","223",28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_T5.T5","218","223",28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_T6.T6","223","217",-28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_T7.T7","223","216",-28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_T8.T8","223","215",-28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_T9.T9","214","223",28.10000,2000.00000,0.00000,0.00000,76.11388,76.11388,0.00000,0.00000 -"15-OCT-2022 08:30","MTI_WKM1.1","223","288",167.58068,217.96000,0.47502,0.00000,76.11388,76.54472,0.00000,17.92009 -"15-OCT-2022 08:30","MTI_WKM2.1","223","288",167.36732,217.96000,0.47438,0.00000,76.11388,76.54472,0.00000,17.89852 -"15-OCT-2022 08:30","MTI_WPA.1","223","291",-54.00000,112.41000,0.05200,0.00000,76.11388,75.98722,0.00000,1.44111 -"15-OCT-2022 08:30","MTM_T1.T1","225","224",21.44700,90.54000,0.02408,0.02460,77.31036,77.47402,0.00000,-0.13076 -"15-OCT-2022 08:30","MTM_T3.T3","225","224",21.45367,90.54000,0.02399,0.02460,77.31036,77.47402,0.00000,-0.12684 -"15-OCT-2022 08:30","MTN_T1.T1","392","390",6.90392,24.70000,0.00685,0.05100,79.94404,80.09847,0.00000,-1.78395 -"15-OCT-2022 08:30","MTN_T2.T2","391","390",5.22279,24.01000,0.00605,0.04260,79.93913,80.09847,0.00000,-1.53241 -"15-OCT-2022 08:30","MTO_T1.T1","32","31",9.10315,30.21000,0.02271,0.01870,86.89824,87.24200,0.00000,-0.24148 -"15-OCT-2022 08:30","MTO_T2.T2","33","31",9.08991,30.21000,0.02265,0.01870,86.89589,87.24200,0.00000,-0.23079 -"15-OCT-2022 08:30","MTR_OKN1.1","394","398",8.63510,69.80000,0.03910,0.00000,79.59472,79.27601,0.00000,-2.92603 -"15-OCT-2022 08:30","MTR_R92.1","769","394",13.25796,95.26000,0.00000,0.00000,80.41388,79.59472,0.00000,-5.43020 -"15-OCT-2022 08:30","MTR_T2.T2","394","393",4.60336,26.06000,0.00286,0.03900,79.59472,79.72842,0.00000,-1.36091 -"15-OCT-2022 08:30","NAP_NTM1.1","227","230",-85.00000,953.00000,0.00000,0.00000,75.44194,75.44194,0.00000,0.00000 -"15-OCT-2022 08:30","NAP_OKI2.1","227","245",18.85866,492.00000,0.02030,0.00000,75.44194,75.56053,0.00000,0.35107 -"15-OCT-2022 08:30","NAP_RKA1.1","226","254",0.00000,2000.00000,0.00000,0.00000,75.44194,75.44194,0.00000,0.00000 -"15-OCT-2022 08:30","NAP_T1.T1","227","226",-140.00000,2000.00000,0.00000,0.00000,75.44194,75.44194,0.00000,0.00000 -"15-OCT-2022 08:30","NAP_WRK2.1","227","299",206.14134,492.00000,0.44754,0.00000,75.44194,75.74081,0.00000,13.85603 -"15-OCT-2022 08:30","NGB_T1.T1","36","37",0.00000,9999.00000,0.00000,0.00000,86.69966,86.69966,0.00000,0.00000 -"15-OCT-2022 08:30","NGB_T41.T41","37","35",0.00000,9999.00000,0.00000,0.00000,86.69966,86.69966,0.00000,0.00000 -"15-OCT-2022 08:30","NMA_GOR_TMH1.1","690","735",49.24817,382.17000,0.14801,0.00000,83.51155,83.74891,0.00000,-0.35316 -"15-OCT-2022 08:30","NMA_GOR_TMH1.2","690","750",-57.62889,382.17000,0.54738,0.00000,83.51155,80.00140,0.00000,78.28681 -"15-OCT-2022 08:30","NMA_GOR_TMH1.3","711","690",-7.83334,304.84000,0.00069,0.00000,83.52601,83.51155,0.00000,0.02769 -"15-OCT-2022 08:30","NMA_GOR_TMH2.1","691","735",49.24771,382.17000,0.14803,0.00000,83.51162,83.74891,0.00000,-0.35569 -"15-OCT-2022 08:30","NMA_GOR_TMH2.2","691","750",-57.62743,382.17000,0.54733,0.00000,83.51162,80.00140,0.00000,78.28839 -"15-OCT-2022 08:30","NMA_GOR_TMH2.3","712","691",-7.83239,304.84000,0.00071,0.00000,83.52633,83.51162,0.00000,0.02814 -"15-OCT-2022 08:30","NMA_T1.T1","735","734",14.04115,67.27000,0.02318,0.03170,83.74891,84.04865,0.00000,-0.20197 -"15-OCT-2022 08:30","NMA_T2.T2","735","734",13.99616,67.27000,0.02343,0.03170,83.74891,84.04865,0.00000,-0.21941 -"15-OCT-2022 08:30","NMA_TWI1.1","735","751",125.50900,467.00000,0.49280,0.00000,83.74891,84.37924,0.00000,18.76480 -"15-OCT-2022 08:30","NMA_TWI2.1","735","751",125.51477,467.00000,0.49284,0.00000,83.74891,84.37924,0.00000,18.76498 -"15-OCT-2022 08:30","NMA_WHL.1","734","752",-9.02600,2000.00000,0.00000,0.00000,84.04865,84.04865,0.00000,0.00000 -"15-OCT-2022 08:30","NPK_T1.T1","396","395",2.27303,15.00000,0.00128,0.01150,79.16057,79.32860,0.00000,-0.31595 -"15-OCT-2022 08:30","NSY_PRU1.1","653","673",-10.00000,2000.00000,0.00000,0.00000,78.73414,78.73414,0.00000,0.00000 -"15-OCT-2022 08:30","NSY_ROX.1","654","747",52.47688,671.11000,0.30721,0.00000,78.53373,78.66185,0.00000,-8.72118 -"15-OCT-2022 08:30","NSY_T1.T1","654","653",8.62169,54.05000,0.00664,0.02410,78.53373,78.73414,0.00000,-0.34629 -"15-OCT-2022 08:30","NSY_T2.T2","654","653",8.62169,54.05000,0.00664,0.02410,78.53373,78.73414,0.00000,-0.34629 -"15-OCT-2022 08:30","NTM_T1.T1","230","229",-42.50000,2000.00000,0.00000,0.00000,75.44194,75.44194,0.00000,0.00000 -"15-OCT-2022 08:30","NTM_T2.T2","230","228",-42.50000,2000.00000,0.00000,0.00000,75.44194,75.44194,0.00000,0.00000 -"15-OCT-2022 08:30","OAM_BPT_WTK1.1","619","774",15.33372,68.40000,0.24214,0.00000,78.82312,81.38804,0.00000,9.81124 -"15-OCT-2022 08:30","OAM_BPT_WTK1.2","619","688",-20.68306,74.30000,0.23019,0.00000,78.82312,77.35358,0.00000,6.12522 -"15-OCT-2022 08:30","OAM_BPT_WTK1.3","619","640",5.11915,42.00000,0.00115,0.00000,78.82312,78.84088,0.00000,0.00000 -"15-OCT-2022 08:30","OAM_STU_WTK2.1","618","656",13.72480,69.16000,0.11970,0.00000,79.81863,81.42672,0.00000,6.16190 -"15-OCT-2022 08:30","OAM_STU_WTK2.2","639","687",-22.62311,74.30000,0.35407,0.00000,79.29177,77.34789,0.00000,7.95098 -"15-OCT-2022 08:30","OAM_STU_WTK2.3","618","828",0.00000,80.00000,0.00000,0.00000,79.81863,79.49808,0.00000,0.00000 -"15-OCT-2022 08:30","OAM_STU_WTK2.4","639","618",13.75705,80.00000,0.03225,0.00000,79.29177,79.81863,0.00000,2.33710 -"15-OCT-2022 08:30","OAM_T1.T1","774","655",15.08063,65.18000,0.02314,0.02190,81.38804,81.64917,0.00000,0.13029 -"15-OCT-2022 08:30","OAM_T2.T2","656","655",13.59415,65.45000,0.01874,0.02190,81.42672,81.64917,0.00000,-0.14691 -"15-OCT-2022 08:30","OHA_T4.T4","661","660",-46.09000,2000.00000,0.00000,0.00000,77.00882,77.00882,0.00000,0.00000 -"15-OCT-2022 08:30","OHA_T5.T5","661","659",-46.09000,2000.00000,0.00000,0.00000,77.00882,77.00882,0.00000,0.00000 -"15-OCT-2022 08:30","OHA_T6.T6","661","658",-46.09000,2000.00000,0.00000,0.00000,77.00882,77.00882,0.00000,0.00000 -"15-OCT-2022 08:30","OHA_T7.T7","661","657",-46.09000,2000.00000,0.00000,0.00000,77.00882,77.00882,0.00000,0.00000 -"15-OCT-2022 08:30","OHA_TWZ1.1","661","680",92.20573,382.00000,0.09924,0.00000,77.00882,77.16286,0.00000,3.27269 -"15-OCT-2022 08:30","OHA_TWZ2.1","661","680",92.15427,382.00000,0.09914,0.00000,77.00882,77.16286,0.00000,3.27269 -"15-OCT-2022 08:30","OHB_T10.T10","666","664",-49.97175,2000.00000,0.00000,0.00000,77.04094,77.04094,0.00000,0.00000 -"15-OCT-2022 08:30","OHB_T11.T11","666","662",-49.97175,2000.00000,0.00000,0.00000,77.04094,77.04094,0.00000,0.00000 -"15-OCT-2022 08:30","OHB_T8.T8","666","665",-49.97175,2000.00000,0.00000,0.00000,77.04094,77.04094,0.00000,0.00000 -"15-OCT-2022 08:30","OHB_T9.T9","666","663",-49.97175,2000.00000,0.00000,0.00000,77.04094,77.04094,0.00000,0.00000 -"15-OCT-2022 08:30","OHB_TWZ.1","666","680",247.36381,764.00000,0.14681,0.00000,77.04094,77.16286,0.00000,9.41550 -"15-OCT-2022 08:30","OHC_T12.T12","671","670",-43.32425,2000.00000,0.00000,0.00000,76.95526,76.95526,0.00000,0.00000 -"15-OCT-2022 08:30","OHC_T13.T13","671","669",-43.32425,2000.00000,0.00000,0.00000,76.95526,76.95526,0.00000,0.00000 -"15-OCT-2022 08:30","OHC_T14.T14","671","668",-43.32425,2000.00000,0.00000,0.00000,76.95526,76.95526,0.00000,0.00000 -"15-OCT-2022 08:30","OHC_T15.T15","671","667",-43.32425,2000.00000,0.00000,0.00000,76.95526,76.95526,0.00000,0.00000 -"15-OCT-2022 08:30","OHC_TWZ.1","671","680",190.64316,764.00000,0.31392,0.00000,76.95526,77.16286,0.00000,7.67672 -"15-OCT-2022 08:30","OHK_T1.T1","235","234",-19.75000,2000.00000,0.00000,0.00000,75.52084,75.52084,0.00000,0.00000 -"15-OCT-2022 08:30","OHK_T2.T2","235","233",-19.75000,2000.00000,0.00000,0.00000,75.52084,75.52084,0.00000,0.00000 -"15-OCT-2022 08:30","OHK_T3.T3","235","232",-19.75000,2000.00000,0.00000,0.00000,75.52084,75.52084,0.00000,0.00000 -"15-OCT-2022 08:30","OHK_T4.T4","235","231",-19.75000,2000.00000,0.00000,0.00000,75.52084,75.52084,0.00000,0.00000 -"15-OCT-2022 08:30","OHK_WRK.1","235","299",-36.13485,405.06000,0.07566,0.00000,75.52084,75.74081,0.00000,-6.83138 -"15-OCT-2022 08:30","OHW_OTA1.1","147","84",163.01656,671.00000,1.84853,0.00000,80.53470,81.87355,0.00000,33.45459 -"15-OCT-2022 08:30","OHW_OTA2.1","147","83",162.27763,671.00000,1.83884,0.00000,80.53470,81.87223,0.00000,33.25078 -"15-OCT-2022 08:30","OHW_WKM1.1","147","288",-283.08788,671.00000,8.83733,0.00000,80.53470,76.54472,0.00000,208.90128 -"15-OCT-2022 08:30","OKE_OWH.1","236","251",-26.64436,69.00000,0.08917,0.00000,76.58012,76.67163,0.00000,-4.63327 -"15-OCT-2022 08:30","OKE_TMI.1","236","269",29.63901,77.36000,0.35045,0.00000,76.58012,77.42365,0.00000,-1.06580 -"15-OCT-2022 08:30","OKE_TRK.1","236","275",-3.09199,77.36000,0.00817,0.00000,76.58012,76.17284,0.00000,0.31664 -"15-OCT-2022 08:30","OKI_T1.T1","245","242",-19.50000,2000.00000,0.00000,0.00000,75.56053,75.56053,0.00000,0.00000 -"15-OCT-2022 08:30","OKI_T11.H11","242","243",0.00000,2000.00000,0.00000,0.00000,75.56053,75.56053,0.00000,0.00000 -"15-OCT-2022 08:30","OKI_T11.L11","238","243",0.00000,2000.00000,0.00000,0.00000,75.56053,75.56053,0.00000,0.00000 -"15-OCT-2022 08:30","OKI_T11.M11","240","243",0.00000,2000.00000,0.00000,0.00000,75.56053,75.56053,0.00000,0.00000 -"15-OCT-2022 08:30","OKI_T12.L12","237","244",0.00000,2000.00000,0.00000,0.00000,75.56053,75.56053,0.00000,0.00000 -"15-OCT-2022 08:30","OKI_T12.M12","239","244",0.00000,2000.00000,0.00000,0.00000,75.56053,75.56053,0.00000,0.00000 -"15-OCT-2022 08:30","OKI_T12.T12","241","244",0.00000,2000.00000,0.00000,0.00000,75.56053,75.56053,0.00000,0.00000 -"15-OCT-2022 08:30","OKI_T2.T2","245","241",-19.50000,2000.00000,0.00000,0.00000,75.56053,75.56053,0.00000,0.00000 -"15-OCT-2022 08:30","OKI_WRK1.1","245","299",57.83835,492.27000,0.09450,0.00000,75.56053,75.74081,0.00000,1.63488 -"15-OCT-2022 08:30","OKN_ONG1.1","398","378",4.74957,69.80000,0.01589,0.00000,79.27601,79.04568,0.00000,-1.17509 -"15-OCT-2022 08:30","OKN_ONG1.2","149","378",-2.45159,69.80000,0.01403,0.00000,78.63761,79.04568,0.00000,-1.05197 -"15-OCT-2022 08:30","OKN_ONG1.3","396","378",-2.28209,59.65000,0.00331,0.00000,79.16057,79.04568,0.00000,0.00000 -"15-OCT-2022 08:30","OKN_T2.T2","398","397",3.83942,20.00000,0.00342,0.01400,79.27601,79.44428,0.00000,-0.36893 -"15-OCT-2022 08:30","ONG_T1.T1","149","148",0.45877,19.60000,0.00027,0.03100,78.63761,78.68369,0.00000,-1.21960 -"15-OCT-2022 08:30","OPK_KPI_SFD2.1","322","347",4.15448,79.00000,0.01170,0.00000,79.69439,79.93950,0.00000,0.04139 -"15-OCT-2022 08:30","OPK_KPI_SFD2.2","322","357",0.84552,79.07000,0.00202,0.00000,79.69439,79.86790,0.00000,-0.00715 -"15-OCT-2022 08:30","OPK_KPI_SFD2.3","322","339",-5.00000,2000.00000,0.00000,0.00000,79.69439,79.69439,0.00000,0.00000 -"15-OCT-2022 08:30","OPK_SFD1.1","768","357",-3.71614,79.00000,0.01942,0.00000,80.25032,79.86790,0.00000,-0.06881 -"15-OCT-2022 08:30","OPK_T4.T4","347","346",4.13413,33.87000,0.00419,0.01730,79.93950,80.17573,0.00000,-0.37323 -"15-OCT-2022 08:30","OPK_T5.T5","768","346",3.68806,33.87000,0.00370,0.01730,80.25032,80.17573,0.00000,-0.97924 -"15-OCT-2022 08:30","ORO_WPT1.1","520","815",0.00000,59.65000,0.00000,0.00000,89.66472,89.63603,0.00000,0.00000 -"15-OCT-2022 08:30","ORO_WPT1.2","520","524",2.20000,2000.00000,0.00000,0.00000,89.66472,89.66472,0.00000,0.00000 -"15-OCT-2022 08:30","ORO_WPT2.1","521","816",0.00000,101.24000,0.00000,0.00000,89.78928,89.78928,0.00000,0.00000 -"15-OCT-2022 08:30","ORO_WPT2.2","521","525",2.14900,101.00000,0.00000,0.00000,89.78928,89.78929,0.00000,0.00000 -"15-OCT-2022 08:30","OTA_PAK3.1","84","87",-190.57363,610.00000,0.06088,0.00000,81.87355,81.74830,0.00000,9.44170 -"15-OCT-2022 08:30","OTA_PAK4.1","83","87",-201.92247,1200.00000,0.06219,0.00000,81.87223,81.74830,0.00000,9.96620 -"15-OCT-2022 08:30","OTA_PEN2.1","793","95",0.00000,158.33000,0.00000,0.00000,82.65931,82.57782,0.00000,0.00000 -"15-OCT-2022 08:30","OTA_PEN5.1","83","96",176.96910,492.27000,0.41731,0.00000,81.87223,82.36128,0.00000,26.08836 -"15-OCT-2022 08:30","OTA_PEN6.1","85","96",170.69331,492.00000,0.37460,0.00000,81.89068,82.36128,0.00000,24.73820 -"15-OCT-2022 08:30","OTA_ROS1.1","82","99",22.52217,87.26000,0.13486,0.00000,82.16419,82.91142,0.00000,2.82387 -"15-OCT-2022 08:30","OTA_ROS2.1","82","99",22.75634,87.26000,0.13663,0.00000,82.16419,82.91142,0.00000,2.83811 -"15-OCT-2022 08:30","OTA_SWN.1","84","43",215.47873,915.00000,0.19986,0.00000,81.87355,82.00845,0.00000,6.33969 -"15-OCT-2022 08:30","OTA_T13.T13","84","79",16.56009,91.96000,0.01694,0.01730,81.87355,82.09321,0.00000,0.41339 -"15-OCT-2022 08:30","OTA_T14.T14","84","79",16.56009,91.96000,0.01694,0.01730,81.87355,82.09321,0.00000,0.41339 -"15-OCT-2022 08:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,82.08833,82.11595,0.00000,0.00000 -"15-OCT-2022 08:30","OTA_T3.M3","82","81",-76.48527,337.70000,0.03109,0.00000,82.16419,82.11595,0.00000,0.56779 -"15-OCT-2022 08:30","OTA_T3.T3","84","81",76.52794,337.70000,0.01851,0.04830,81.87355,82.11595,0.00000,6.53225 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08:30","OTI_T6.T6","617","616",0.06670,2.50000,0.00005,0.00330,85.53171,85.59114,0.00000,-0.14123 -"15-OCT-2022 08:30","OWH_T1.T1","251","250",4.38645,36.21000,0.00268,0.00910,76.67163,76.71837,0.00000,-0.34951 -"15-OCT-2022 08:30","OWH_T2.T2","251","250",4.38599,35.90000,0.00266,0.00910,76.67163,76.71837,0.00000,-0.34863 -"15-OCT-2022 08:30","PAK_T1.T1","87","86",27.16983,140.75000,0.02241,0.04370,81.74830,81.90639,0.00000,-0.55967 -"15-OCT-2022 08:30","PAK_T2.T2","87","86",27.17344,140.75000,0.02227,0.04370,81.74830,81.90639,0.00000,-0.55378 -"15-OCT-2022 08:30","PAK_T3.T3","87","86",27.18798,140.80000,0.02202,0.04370,81.74830,81.90639,0.00000,-0.54248 -"15-OCT-2022 08:30","PAK_WKM1.1","61","87",237.10556,808.21000,0.12123,0.00000,81.59213,81.74830,0.00000,13.55961 -"15-OCT-2022 08:30","PAK_WKM1.2","61","289",-240.50129,1212.12000,3.39573,0.00000,81.59213,76.55585,0.00000,467.08400 -"15-OCT-2022 08:30","PAK_WKM2.1","62","87",237.23101,808.21000,0.12244,0.00000,81.59261,81.74830,0.00000,13.46335 -"15-OCT-2022 08:30","PAK_WKM2.2","62","289",-240.63028,1212.12000,3.39927,0.00000,81.59261,76.55585,0.00000,467.32050 -"15-OCT-2022 08:30","PEN_R862.1","96","757",93.88582,2000.00000,0.00000,0.00000,82.36128,82.65118,0.00000,13.60885 -"15-OCT-2022 08:30","PEN_T11.T11","96","92",60.60629,235.40000,0.18236,0.05600,82.36128,82.65089,0.00000,-1.07425 -"15-OCT-2022 08:30","PEN_T21.T21","90","92",-9.30944,45.23000,0.00808,0.00450,82.81645,82.65089,0.00000,0.24977 -"15-OCT-2022 08:30","PEN_T23.T23","90","92",-8.99050,45.25000,0.00836,0.00450,82.81645,82.65089,0.00000,0.21154 -"15-OCT-2022 08:30","PEN_T5.T5","96","91",1.89727,48.75000,0.00122,0.01210,82.36128,82.41418,0.00000,-0.49861 -"15-OCT-2022 08:30","PEN_T6.L6","794","94",0.00000,74.50000,0.00000,0.00000,82.53240,82.51628,0.00000,0.00000 -"15-OCT-2022 08:30","PEN_T6.M6","95","94",-73.66853,310.30000,0.03282,0.00000,82.57782,82.51628,0.00000,0.91171 -"15-OCT-2022 08:30","PEN_T6.T6","96","94",73.70723,310.30000,0.01540,0.04660,82.36128,82.51628,0.00000,3.15396 -"15-OCT-2022 08:30","PEN_T7.T7","96","92",56.24572,252.30000,0.07059,0.05140,82.36128,82.65089,0.00000,3.10353 -"15-OCT-2022 08:30","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,82.36128,82.41174,0.00000,-5.10129 -"15-OCT-2022 08:30","PEN_T9.T9","96","92",60.25939,209.05000,0.09741,0.12380,82.36128,82.65089,0.00000,-0.41582 -"15-OCT-2022 08:30","PNI_T1.T1","481","480",5.21740,23.80000,0.01086,0.03880,79.66118,79.97504,0.00000,-1.16695 -"15-OCT-2022 08:30","PNI_T2.T2","482","480",5.21565,29.00000,0.00715,0.01130,79.66370,79.97504,0.00000,0.07425 -"15-OCT-2022 08:30","PNI_TKR1.1","481","489",-5.24103,78.00000,0.00423,0.00000,79.66118,79.59806,0.00000,-0.00310 -"15-OCT-2022 08:30","PNI_TKR2.1","482","489",-5.22553,78.00000,0.00423,0.00000,79.66370,79.59806,0.00000,0.00310 -"15-OCT-2022 08:30","PPI_T1.T1","253","252",-34.00000,2000.00000,0.00000,0.00000,75.78239,75.78239,0.00000,0.00000 -"15-OCT-2022 08:30","PPI_THI1.1","253","267",34.00000,298.00000,0.00237,0.00000,75.78239,75.78766,0.00000,0.00000 -"15-OCT-2022 08:30","PRM_T1.T1","484","483",20.52685,140.75000,0.00853,0.03440,79.56059,79.70016,0.00000,-0.27841 -"15-OCT-2022 08:30","PRM_T2.T2","485","483",20.48652,140.75000,0.00843,0.03440,79.56094,79.70016,0.00000,-0.28080 -"15-OCT-2022 08:30","PRU_T1.T1","673","672",-10.00000,2000.00000,0.00000,0.00000,78.73414,78.73414,0.00000,0.00000 -"15-OCT-2022 08:30","PTA_T1.T1","349","348",-31.00000,2000.00000,0.00000,0.00000,78.87433,78.87433,0.00000,0.00000 -"15-OCT-2022 08:30","RDF_T1.T1","303","302",22.27451,140.75000,0.01301,0.04500,76.24496,76.42682,0.00000,-0.19138 -"15-OCT-2022 08:30","RDF_T2.T2","303","302",21.62505,140.75000,0.01674,0.03260,76.24496,76.42682,0.00000,0.08090 -"15-OCT-2022 08:30","RDF_T3.T3","304","303",1.55929,104.00000,0.00074,0.03900,76.20884,76.24496,0.00000,-1.48678 -"15-OCT-2022 08:30","RDF_T4.T4","304","303",1.55929,104.00000,0.00074,0.03900,76.20884,76.24496,0.00000,-1.48678 -"15-OCT-2022 08:30","RDF_TUI1.1","303","312",-20.49465,69.81000,0.61057,0.00000,76.24496,72.67240,0.00000,13.33265 -"15-OCT-2022 08:30","RDF_TUI2.1","303","312",-20.49587,69.81000,0.61060,0.00000,76.24496,72.67240,0.00000,13.33387 -"15-OCT-2022 08:30","RDF_WHI1.1","304","319",-8.99641,583.00000,0.00913,0.00000,76.20884,76.13016,0.00000,0.00604 -"15-OCT-2022 08:30","RDF_WRK.1","304","299",-48.92202,582.67000,0.30555,0.00000,76.20884,75.74081,0.00000,-0.19450 -"15-OCT-2022 08:30","RDF_WTU1.1","304","766",27.21779,346.76000,0.01291,0.00000,76.20884,76.24496,0.00000,-0.00044 -"15-OCT-2022 08:30","RDF_WTU2.1","304","321",27.22837,347.00000,0.01292,0.00000,76.20884,76.24505,0.00000,0.00044 -"15-OCT-2022 08:30","RKA_T1.T1","255","764",-31.00000,2000.00000,0.00000,0.00000,75.51871,75.51871,0.00000,0.00000 -"15-OCT-2022 08:30","RKA_WRK1.1","255","297",15.50000,2000.00000,0.00000,0.00000,75.51871,75.51871,0.00000,0.00000 -"15-OCT-2022 08:30","RKA_WRK2.1","255","297",15.50000,9999.00000,0.00000,0.00000,75.51871,75.51871,0.00000,0.00000 -"15-OCT-2022 08:30","ROS_T2.T2","99","98",17.65824,81.09000,0.02366,0.01800,82.91142,83.11449,0.00000,0.06161 -"15-OCT-2022 08:30","ROS_T3.T3","99","98",20.29820,94.12000,0.01779,0.02680,82.91142,83.11449,0.00000,0.20784 -"15-OCT-2022 08:30","ROS_T4.T4","99","98",17.65534,83.90000,0.02393,0.01800,82.91142,83.11449,0.00000,0.05029 -"15-OCT-2022 08:30","ROT_T2.T2","765","257",17.60362,66.12000,0.03738,0.01560,76.31923,76.75455,0.00000,1.79852 -"15-OCT-2022 08:30","ROT_T3.T3","765","256",8.29090,36.40000,0.01008,0.01580,76.31923,76.65800,0.00000,0.41232 -"15-OCT-2022 08:30","ROT_T4.T4","258","256",6.90585,36.40000,0.00687,0.01580,76.62977,76.65800,0.00000,-0.77147 -"15-OCT-2022 08:30","ROT_T5.T5","258","257",14.56467,66.12000,0.02632,0.01560,76.62977,76.75455,0.00000,-0.69990 -"15-OCT-2022 08:30","ROT_TRK1.1","258","275",-21.56920,77.36000,0.08297,0.00000,76.62977,76.17284,0.00000,1.74876 -"15-OCT-2022 08:30","ROT_TRK2.1","765","275",-0.91157,77.36000,0.00135,0.00000,76.31923,76.17284,0.00000,0.01520 -"15-OCT-2022 08:30","ROT_WHE1.1","765","280",-25.00000,2000.00000,0.00000,0.00000,76.31923,76.31923,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_T1.T1","747","744",-24.00000,2000.00000,0.00000,0.00000,78.66185,78.66185,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_T10.L10","835","745",0.00000,10.65000,0.00000,0.00000,77.77253,77.76695,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_T10.M10","746","745",-20.42227,196.30000,0.00470,0.00000,77.85807,77.76695,0.00000,0.74734 -"15-OCT-2022 08:30","ROX_T10.T10","747","745",20.44060,196.30000,0.00178,0.03310,78.66185,77.76695,0.00000,-10.50233 -"15-OCT-2022 08:30","ROX_T2.T2","747","743",-24.00000,2000.00000,0.00000,0.00000,78.66185,78.66185,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_T3.T3","747","742",-24.00000,2000.00000,0.00000,0.00000,78.66185,78.66185,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_T4.T4","747","741",-24.00000,2000.00000,0.00000,0.00000,78.66185,78.66185,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_T5.T5","747","740",-24.00000,2000.00000,0.00000,0.00000,78.66185,78.66185,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_T6.T6","746","739",-13.33667,2000.00000,0.00000,0.00000,77.85807,77.85807,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_T7.T7","746","738",-13.33667,2000.00000,0.00000,0.00000,77.85807,77.85807,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_T8.T8","746","737",-13.33667,2000.00000,0.00000,0.00000,77.85807,77.85807,0.00000,0.00000 -"15-OCT-2022 08:30","ROX_TMH1.1","747","750",112.47129,470.00000,0.92481,0.00000,78.66185,80.00140,0.00000,38.33737 -"15-OCT-2022 08:30","ROX_TMH2.1","747","750",112.47129,470.00000,0.92481,0.00000,78.66185,80.00140,0.00000,38.33737 -"15-OCT-2022 08:30","RPO_T5.T5","401","400",-51.00000,2000.00000,0.00000,0.00000,76.02232,76.02232,0.00000,0.00000 -"15-OCT-2022 08:30","RPO_T6.T6","401","399",-51.00000,2000.00000,0.00000,0.00000,76.02232,76.02232,0.00000,0.00000 -"15-OCT-2022 08:30","RPO_TNG1.1","401","416",109.09785,291.34000,0.96445,0.00000,76.02232,77.46956,0.00000,41.58778 -"15-OCT-2022 08:30","RPO_WRK1.1","401","299",-7.12948,397.00000,0.03163,0.00000,76.02232,75.74081,0.00000,-0.19886 -"15-OCT-2022 08:30","SBK_WPR.1","553","555",-13.59758,46.00000,0.26468,0.00000,88.17608,85.01165,0.00000,9.84524 -"15-OCT-2022 08:30","SDN_T1.T1","749","748",24.59005,108.37000,0.02890,0.06250,80.06601,80.19386,0.00000,-2.09273 -"15-OCT-2022 08:30","SDN_T2.T2","749","748",15.67185,108.37000,0.00751,0.04250,80.06601,80.19386,0.00000,-1.00317 -"15-OCT-2022 08:30","SDN_TMH.1","749","750",-36.60232,370.00000,0.01755,0.00000,80.06601,80.00140,0.00000,0.47989 -"15-OCT-2022 08:30","SFD_SPL.1","358","360",0.00000,2000.00000,0.00000,0.00000,79.70686,79.70686,0.00000,0.00000 -"15-OCT-2022 08:30","SFD_T10.L10","809","355",0.00000,85.80000,0.00000,0.00000,79.79278,79.76018,0.00000,0.00000 -"15-OCT-2022 08:30","SFD_T10.M10","357","355",-27.88755,143.00000,0.01219,0.00000,79.86790,79.76018,0.00000,1.01526 -"15-OCT-2022 08:30","SFD_T10.T10","358","355",27.94625,166.50000,0.00351,0.11040,79.70686,79.76018,0.00000,-3.79743 -"15-OCT-2022 08:30","SFD_T21.T21","358","352",0.00000,2000.00000,0.00000,0.00000,79.70686,79.70686,0.00000,0.00000 -"15-OCT-2022 08:30","SFD_T22.T22","358","353",0.00000,2000.00000,0.00000,0.00000,79.70686,79.70686,0.00000,0.00000 -"15-OCT-2022 08:30","SFD_T6.T6","357","354",8.33343,55.02000,0.00466,0.01790,79.86790,80.03720,0.00000,-0.19752 -"15-OCT-2022 08:30","SFD_T8.T8","357","354",8.32381,55.02000,0.00468,0.01790,79.86790,80.03720,0.00000,-0.19898 -"15-OCT-2022 08:30","SFD_T9.L9","808","356",0.00000,57.40000,0.00000,0.00000,79.88796,79.86665,0.00000,0.00000 -"15-OCT-2022 08:30","SFD_T9.M9","357","356",-25.51348,249.56000,0.00387,0.00000,79.86790,79.86665,0.00000,-0.13853 -"15-OCT-2022 08:30","SFD_T9.T9","358","356",25.53267,286.90000,0.00199,0.03440,79.70686,79.86665,0.00000,0.58675 -"15-OCT-2022 08:30","SFD_TMN1.1","358","412",25.17178,492.31000,0.20547,0.00000,79.70686,80.06284,0.00000,-3.74513 -"15-OCT-2022 08:30","SPL_T10.T10","360","359",0.00000,2000.00000,0.00000,0.00000,79.70686,79.70686,0.00000,0.00000 -"15-OCT-2022 08:30","STK_T10.T10","535","529",40.20754,140.75000,0.04967,0.03300,88.95472,89.13692,0.00000,-0.02140 -"15-OCT-2022 08:30","STK_T3.L3","817","532",0.00000,22.50000,0.00000,0.00000,89.21581,89.16212,0.00000,0.00000 -"15-OCT-2022 08:30","STK_T3.M3","530","532",-2.76754,60.00000,0.00093,0.00000,89.19221,89.16212,0.00000,0.00035 -"15-OCT-2022 08:30","STK_T3.T3","534","532",2.77361,60.00000,0.00007,0.01200,89.16358,89.16212,0.00000,-0.54019 -"15-OCT-2022 08:30","STK_T4.L4","818","533",0.00000,22.50000,0.00000,0.00000,89.22333,89.16964,0.00000,0.00000 -"15-OCT-2022 08:30","STK_T4.M4","530","533",-2.76710,43.83000,0.00071,0.00000,89.19221,89.16964,0.00000,-0.00035 -"15-OCT-2022 08:30","STK_T4.T4","534","533",2.77317,60.00000,0.00007,0.01200,89.16358,89.16964,0.00000,-0.52981 -"15-OCT-2022 08:30","STK_T6.T6","535","529",40.15372,140.75000,0.05059,0.03300,88.95472,89.13692,0.00000,-0.06743 -"15-OCT-2022 08:30","STK_T7.L7","819","531",0.00000,50.20000,0.00000,0.00000,89.06639,89.09087,0.00000,0.00000 -"15-OCT-2022 08:30","STK_T7.M7","534","531",-28.42114,188.20000,0.00684,0.00000,89.16358,89.09087,0.00000,0.72814 -"15-OCT-2022 08:30","STK_T7.T7","535","531",28.44344,188.20000,0.00060,0.04340,88.95472,89.09087,0.00000,-0.02377 -"15-OCT-2022 08:30","STU_T5.T5","674","675",-5.22954,11.85000,0.02032,0.03840,83.23245,82.63242,0.00000,-0.87461 -"15-OCT-2022 08:30","STU_T6.T6","674","675",-5.24680,11.85000,0.02062,0.03840,83.23245,82.63242,0.00000,-0.88223 -"15-OCT-2022 08:30","STU_TIM.1","675","575",-10.62879,58.87000,0.11405,0.00000,82.63242,80.32265,0.00000,7.56282 -"15-OCT-2022 08:30","SVL_T1.T1","39","38",26.59088,131.90000,0.02658,0.03920,82.81876,82.98433,0.00000,-0.52796 -"15-OCT-2022 08:30","SVL_T2.T2","40","38",24.89936,141.75000,0.01561,0.04890,82.82157,82.98433,0.00000,-0.65040 -"15-OCT-2022 08:30","SWN_T1A.T1A","43","41",0.00000,2000.00000,0.00000,0.00000,82.00845,82.00845,0.00000,0.00000 -"15-OCT-2022 08:30","SWN_T1B.T1B","43","41",0.00000,2000.00000,0.00000,0.00000,82.00845,82.00845,0.00000,0.00000 -"15-OCT-2022 08:30","SWN_T2.T2","43","42",1.60308,48.75000,0.00103,0.01210,82.00845,82.06112,0.00000,-0.49647 -"15-OCT-2022 08:30","TAA_T1.T1","260","259",-26.00000,2000.00000,0.00000,0.00000,75.51871,75.51871,0.00000,0.00000 -"15-OCT-2022 08:30","TAA_WRK1.1","260","297",26.00000,2000.00000,0.00000,0.00000,75.51871,75.51871,0.00000,0.00000 -"15-OCT-2022 08:30","TAK_T5.T5","102","100",34.12774,162.14000,0.02606,0.05520,81.81979,81.91727,0.00000,-1.66497 -"15-OCT-2022 08:30","TAK_T8.T8","101","100",36.20177,162.14000,0.02924,0.05520,81.75024,81.91727,0.00000,-0.43523 -"15-OCT-2022 08:30","TAP_T1.T1","403","402",-44.70200,2000.00000,0.00000,0.00000,79.05986,79.05986,0.00000,0.00000 -"15-OCT-2022 08:30","TAP_WDV1.1","403","425",44.70200,2000.00000,0.00000,0.00000,79.05986,79.05986,0.00000,0.00000 -"15-OCT-2022 08:30","TGA_T1.T1","264","262",6.77130,36.03000,0.00817,0.01590,77.03005,77.26831,0.00000,-0.12313 -"15-OCT-2022 08:30","TGA_T2.T2","264","262",6.76377,38.40000,0.00801,0.01590,77.03005,77.26831,0.00000,-0.11780 -"15-OCT-2022 08:30","TGA_T3.T3","264","263",10.71852,108.40000,0.00760,0.02430,77.03005,77.07034,0.00000,-1.01344 -"15-OCT-2022 08:30","TGA_T4.T4","264","263",13.25106,108.40000,0.00493,0.02980,77.03005,77.07034,0.00000,-1.07131 -"15-OCT-2022 08:30","THI_T1.T1","267","265",-79.00000,2000.00000,0.00000,0.00000,75.78766,75.78766,0.00000,0.00000 -"15-OCT-2022 08:30","THI_T2.T2","267","266",-84.00000,2000.00000,0.00000,0.00000,75.78766,75.78766,0.00000,0.00000 -"15-OCT-2022 08:30","THI_WKM1.1","267","288",268.63324,993.60000,1.15799,0.00000,75.78766,76.54472,0.00000,57.36636 -"15-OCT-2022 08:30","THI_WRK1.1","267","299",-71.65342,994.00000,0.01781,0.00000,75.78766,75.74081,0.00000,1.00373 -"15-OCT-2022 08:30","TIM_T3.T3","575","824",0.00675,46.92000,0.00000,0.01350,80.32265,80.37503,0.00000,-0.54253 -"15-OCT-2022 08:30","TIM_T4.T4","575","573",21.16641,47.04000,0.05421,0.01350,80.32265,80.70558,0.00000,1.32050 -"15-OCT-2022 08:30","TIM_T5.L5","825","576",0.00000,85.60000,0.00000,0.00000,80.25750,80.27596,0.00000,0.00000 -"15-OCT-2022 08:30","TIM_T5.M5","575","576",-46.36561,247.91000,0.00938,0.00000,80.32265,80.27596,0.00000,0.70572 -"15-OCT-2022 08:30","TIM_T5.T5","577","576",46.38914,356.90000,0.00383,0.03940,80.34311,80.27596,0.00000,-3.29293 -"15-OCT-2022 08:30","TIM_T6.T6","575","573",21.12953,46.92000,0.05623,0.01350,80.32265,80.70558,0.00000,1.23154 -"15-OCT-2022 08:30","TIM_T8A.T8A","578","575",16.11573,127.00000,0.00963,0.01850,80.14018,80.32265,0.00000,0.34040 -"15-OCT-2022 08:30","TIM_T8B.T8B","578","575",15.99307,127.20000,0.00966,0.01850,80.14018,80.32265,0.00000,0.32817 -"15-OCT-2022 08:30","TIM_TKA.1","561","581",-20.26764,62.00000,0.29899,0.00000,77.46605,74.46478,0.00000,18.83341 -"15-OCT-2022 08:30","TIM_TKA.2","561","575",23.28435,62.00000,0.38175,0.00000,77.46605,80.32265,0.00000,17.92561 -"15-OCT-2022 08:30","TIM_TMK1.1","575","583",24.12415,78.65000,0.20996,0.00000,80.32265,81.43328,0.00000,4.84743 -"15-OCT-2022 08:30","TIM_TMK2.1","575","584",24.25395,80.00000,0.20699,0.00000,80.32265,81.42162,0.00000,4.90041 -"15-OCT-2022 08:30","TKA_T1.T1","579","580",2.64993,10.00000,0.00463,0.01260,74.00332,74.22668,0.00000,-0.34339 -"15-OCT-2022 08:30","TKA_T6.T6","581","579",-20.33737,34.63000,0.06333,0.01280,74.46478,74.00332,0.00000,1.85777 -"15-OCT-2022 08:30","TKB_T2.T2","678","677",-73.00000,2000.00000,0.00000,0.00000,77.06034,77.06034,0.00000,0.00000 -"15-OCT-2022 08:30","TKB_T3.T3","678","676",-73.00000,2000.00000,0.00000,0.00000,77.06034,77.06034,0.00000,0.00000 -"15-OCT-2022 08:30","TKB_TWZ.1","678","680",-54.80808,609.68000,0.08511,0.00000,77.06034,77.16286,0.00000,-6.08879 -"15-OCT-2022 08:30","TKR_T1.T1","489","488",27.93453,115.50000,0.05906,0.02260,79.59806,79.91049,0.00000,1.10111 -"15-OCT-2022 08:30","TKR_T2.T2","489","488",28.04547,115.50000,0.05934,0.02260,79.59806,79.91049,0.00000,1.10699 -"15-OCT-2022 08:30","TKR_WIL1.1","489","495",5.17433,312.62000,0.01064,0.00000,79.59806,79.73848,0.00000,-0.06072 -"15-OCT-2022 08:30","TKR_WIL2.1","489","495",5.15217,312.65000,0.01060,0.00000,79.59806,79.73848,0.00000,-0.06099 -"15-OCT-2022 08:30","TKU_T1.T1","409","404",-35.25000,2000.00000,0.00000,0.00000,75.95932,75.95932,0.00000,0.00000 -"15-OCT-2022 08:30","TKU_T2.T2","409","405",-35.25000,2000.00000,0.00000,0.00000,75.95932,75.95932,0.00000,0.00000 -"15-OCT-2022 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08:30","TMK_T2.T2","584","582",24.03851,63.30000,0.06606,0.01690,81.42162,81.90877,0.00000,2.45779 -"15-OCT-2022 08:30","TMN_T5.T5","412","411",0.18089,23.60000,0.00014,0.00950,80.06284,80.12336,0.00000,-0.38059 -"15-OCT-2022 08:30","TMN_T8.T8","412","410",0.18226,23.90000,0.00016,0.01220,80.06284,80.13196,0.00000,-0.48880 -"15-OCT-2022 08:30","TMN_TWH1.1","412","160",24.59231,492.27000,0.26565,0.00000,80.06284,80.54323,0.00000,-4.79122 -"15-OCT-2022 08:30","TMU_T1.T1","152","151",15.69792,40.69000,0.03098,0.01660,80.45502,80.79135,0.00000,0.71796 -"15-OCT-2022 08:30","TMU_T2.T2","152","151",15.65341,40.93000,0.03076,0.01660,80.45502,80.79135,0.00000,0.71940 -"15-OCT-2022 08:30","TNG_T11.T11","416","413",9.21727,60.90000,0.01157,0.02660,77.46956,77.83821,0.00000,0.21364 -"15-OCT-2022 08:30","TNG_T12.T12","416","413",9.20641,60.90000,0.01152,0.02660,77.46956,77.83821,0.00000,0.21326 -"15-OCT-2022 08:30","TNG_T2.T2","416","414",0.36939,21.67000,0.00029,0.01220,77.46956,77.53020,0.00000,-0.47293 -"15-OCT-2022 08:30","TNG_T3.T3","416","415",0.36793,21.67000,0.00023,0.00940,77.46956,77.51775,0.00000,-0.36433 -"15-OCT-2022 08:30","TRC_T1.L1","154","157",-8.61494,2000.00000,0.00000,0.00000,80.50354,80.50354,0.00000,0.00000 -"15-OCT-2022 08:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,80.50354,80.50354,0.00000,0.00000 -"15-OCT-2022 08:30","TRC_T1.T1","155","157",-6.38506,2000.00000,0.00000,0.00000,80.50354,80.50354,0.00000,0.00000 -"15-OCT-2022 08:30","TRC_T2.L2","154","156",-8.61494,2000.00000,0.00000,0.00000,80.50354,80.50354,0.00000,0.00000 -"15-OCT-2022 08:30","TRC_T2.M2","153","156",15.00000,2000.00000,0.00000,0.00000,80.50354,80.50354,0.00000,0.00000 -"15-OCT-2022 08:30","TRC_T2.T2","155","156",-6.38506,2000.00000,0.00000,0.00000,80.50354,80.50354,0.00000,0.00000 -"15-OCT-2022 08:30","TRC_TWH1.1","155","159",6.40276,2000.00000,0.00000,0.00000,80.50354,80.50354,0.00000,0.00000 -"15-OCT-2022 08:30","TRC_TWH2.1","155","159",6.36737,9999.00000,0.00000,0.00000,80.50354,80.50354,0.00000,0.00000 -"15-OCT-2022 08:30","TRH_TWC1.1","417","420",10.65400,2000.00000,0.00000,0.00000,78.95761,78.95761,0.00000,0.00000 -"15-OCT-2022 08:30","TRK_T2.L2","805","274",0.00000,12.00000,0.00000,0.00000,76.15924,76.16474,0.00000,0.00000 -"15-OCT-2022 08:30","TRK_T2.M2","275","274",-11.08814,210.10000,0.00232,0.00000,76.17284,76.16474,0.00000,-0.04344 -"15-OCT-2022 08:30","TRK_T2.T2","276","274",11.10720,210.10000,0.00157,0.03500,76.02405,76.16474,0.00000,-0.61120 -"15-OCT-2022 08:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,76.19042,76.16474,0.00000,0.00000 -"15-OCT-2022 08:30","TRK_T3.M3","275","273",-11.08814,210.10000,0.00232,0.00000,76.17284,76.16474,0.00000,-0.04344 -"15-OCT-2022 08:30","TRK_T3.T3","276","273",11.10720,210.10000,0.00157,0.03500,76.02405,76.16474,0.00000,-0.61120 -"15-OCT-2022 08:30","TRK_T4.T4","275","270",5.78692,20.00000,0.00892,0.01200,76.17284,76.36416,0.00000,-0.24536 -"15-OCT-2022 08:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,72.67240,72.67240,0.00000,0.00000 -"15-OCT-2022 08:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,72.67240,72.67240,0.00000,0.00000 -"15-OCT-2022 08:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,72.67240,72.67240,0.00000,0.00000 -"15-OCT-2022 08:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,72.67240,72.67240,0.00000,0.00000 -"15-OCT-2022 08:30","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,72.67240,72.67240,0.00000,0.00000 -"15-OCT-2022 08:30","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,72.67240,72.67240,0.00000,0.00000 -"15-OCT-2022 08:30","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,72.67240,72.67240,0.00000,0.00000 -"15-OCT-2022 08:30","TUK_TWH1.1","158","159",42.16100,2000.00000,0.00000,0.00000,80.50354,80.50354,0.00000,0.00000 -"15-OCT-2022 08:30","TUR_T1.T1","419","418",-38.23500,9999.00000,0.00000,0.00000,79.01155,79.01155,0.00000,0.00000 -"15-OCT-2022 08:30","TWC_T1.T1","421","420",-28.35500,2000.00000,0.00000,0.00000,78.95761,78.95761,0.00000,0.00000 -"15-OCT-2022 08:30","TWC_T2.T2","421","420",-28.35500,2000.00000,0.00000,0.00000,78.95761,78.95761,0.00000,0.00000 -"15-OCT-2022 08:30","TWH_T1.T1","160","159",-2.03454,127.45000,0.00101,0.03920,80.54323,80.50354,0.00000,-1.57888 -"15-OCT-2022 08:30","TWH_T2.T2","160","159",-2.02926,126.66000,0.00099,0.03920,80.54323,80.50354,0.00000,-1.57841 -"15-OCT-2022 08:30","TWZ_T18.T18","679","680",-2.40199,27.40000,0.00113,0.03560,77.19909,77.16286,0.00000,-1.37413 -"15-OCT-2022 08:30","TWZ_T19.T19","679","680",-2.40187,27.40000,0.00113,0.03560,77.19909,77.16286,0.00000,-1.37416 -"15-OCT-2022 08:30","UHT_T1.T1","491","490",9.30481,53.46000,0.01107,0.05150,79.64713,79.91022,0.00000,-1.27604 -"15-OCT-2022 08:30","UHT_T2.T2","491","490",9.30751,53.46000,0.01105,0.04690,79.64713,79.91022,0.00000,-1.09101 -"15-OCT-2022 08:30","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,78.87433,78.87433,0.00000,0.00000 -"15-OCT-2022 08:30","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,78.87433,78.87433,0.00000,0.00000 -"15-OCT-2022 08:30","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,78.87433,78.87433,0.00000,0.00000 -"15-OCT-2022 08:30","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,78.87433,78.87433,0.00000,0.00000 -"15-OCT-2022 08:30","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,78.87433,78.87433,0.00000,0.00000 -"15-OCT-2022 08:30","WAI_T1.T1","277","279",-4.28596,10.00000,0.01393,0.02790,77.11899,76.59310,0.00000,-0.48591 -"15-OCT-2022 08:30","WAI_T2.T2","277","279",-4.32310,12.30000,0.01370,0.03760,77.11899,76.59310,0.00000,-0.84147 -"15-OCT-2022 08:30","WAI_T5.T5","278","277",-0.95463,4.50000,0.00158,0.00410,77.38769,77.11899,0.00000,-0.09139 -"15-OCT-2022 08:30","WDV_T1.T1","425","424",1.06542,4.50000,0.00080,0.00590,79.05986,79.17119,0.00000,-0.20579 -"15-OCT-2022 08:30","WDV_T2.T2","425","424",1.08404,4.50000,0.00082,0.00580,79.05986,79.17119,0.00000,-0.20163 -"15-OCT-2022 08:30","WEL_T1.T1","45","44",13.17999,40.50000,0.02766,0.05010,86.40991,86.86208,0.00000,-0.39736 -"15-OCT-2022 08:30","WEL_T2.T2","46","44",13.36901,39.00000,0.02634,0.03790,86.41438,86.86208,0.00000,0.20263 -"15-OCT-2022 08:30","WGN_T1.T1","427","426",13.02181,39.60000,0.02393,0.02750,80.02881,80.39797,0.00000,0.33631 -"15-OCT-2022 08:30","WGN_T2.T2","427","426",8.21286,24.01000,0.01440,0.03920,80.02881,80.39797,0.00000,-0.63854 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08:30","WHU_T1.T1","162","161",12.26346,103.30000,0.00642,0.02100,82.56834,82.65393,0.00000,-0.60855 -"15-OCT-2022 08:30","WHU_T3.T3","162","161",12.24457,75.49000,0.00596,0.02030,82.56834,82.65393,0.00000,-0.56105 -"15-OCT-2022 08:30","WHU_WKO1.1","162","164",30.81167,123.00000,0.14688,0.00000,82.56834,83.28305,0.00000,4.89450 -"15-OCT-2022 08:30","WHU_WKO2.1","162","164",30.76091,123.00000,0.14669,0.00000,82.56834,83.28305,0.00000,4.88426 -"15-OCT-2022 08:30","WIL_T3.T3","496","493",10.74323,109.95000,0.00222,0.04750,79.60636,79.62278,0.00000,-1.89109 -"15-OCT-2022 08:30","WIL_T5.T5","496","493",10.74370,109.95000,0.00221,0.04750,79.60636,79.62278,0.00000,-1.89099 -"15-OCT-2022 08:30","WIL_T8.L8","812","494",0.00000,72.00000,0.00000,0.00000,79.70199,79.68911,0.00000,0.00000 -"15-OCT-2022 08:30","WIL_T8.M8","495","494",-86.91809,306.20000,0.03556,0.00000,79.73848,79.68911,0.00000,0.72837 -"15-OCT-2022 08:30","WIL_T8.T8","496","494",86.96453,306.20000,0.01999,0.05290,79.60636,79.68911,0.00000,0.69353 -"15-OCT-2022 08:30","WIR_T1.T1","104","103",36.10381,120.03000,0.04826,0.09360,82.62144,82.85330,0.00000,-1.69156 -"15-OCT-2022 08:30","WIR_T2.T2","758","103",20.05001,115.00000,0.03051,0.03850,82.61198,82.85330,0.00000,-0.43955 -"15-OCT-2022 08:30","WKM_T1.T1","288","281",-31.00000,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","WKM_T2.T2","288","282",-31.00000,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","WKM_T3.T3","288","283",-31.00000,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","WKM_T4.T4","288","284",-31.00000,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","WKM_T8.L8","285","286",-8.08200,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","WKM_T8.M8","287","286",54.77479,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","WKM_T8.T8","288","286",-46.69279,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","WKM_T9.T9","288","287",-34.22521,2000.00000,0.00000,0.00000,76.54472,76.54472,0.00000,0.00000 -"15-OCT-2022 08:30","WKM_TIE1.1","288","289",120.49406,1104.00000,0.00477,0.00000,76.54472,76.55585,0.00000,0.48765 -"15-OCT-2022 08:30","WKM_TIE2.1","288","289",121.41414,1104.00000,0.00481,0.00000,76.54472,76.55585,0.00000,0.49137 -"15-OCT-2022 08:30","WKM_WRK1.1","289","299",-240.33864,952.63000,1.10570,0.00000,76.55585,75.74081,0.00000,55.61827 -"15-OCT-2022 08:30","WKO_T1.T1","164","163",8.69171,41.15000,0.01367,0.03230,83.28305,83.52108,0.00000,-0.88529 -"15-OCT-2022 08:30","WKO_T2.T2","164","163",18.01506,54.05000,0.01855,0.02880,83.28305,83.52108,0.00000,0.16685 -"15-OCT-2022 08:30","WPA_T1.T1","291","290",-54.00000,2000.00000,0.00000,0.00000,75.98722,75.98722,0.00000,0.00000 -"15-OCT-2022 08:30","WPP_T1.T1","367","368",-19.89100,9999.00000,0.00000,0.00000,78.90278,78.90278,0.00000,0.00000 -"15-OCT-2022 08:30","WPP_WVY1.1","367","366",19.89100,9999.00000,0.00000,0.00000,78.90278,78.90278,0.00000,0.00000 -"15-OCT-2022 08:30","WPR_T12.T12","557","555",18.23213,110.60000,0.01110,0.04080,84.64590,85.01165,0.00000,1.12823 -"15-OCT-2022 08:30","WPR_T13.T13","556","555",18.21595,110.60000,0.01109,0.04080,84.65079,85.01165,0.00000,1.08126 -"15-OCT-2022 08:30","WPR_T3.T3","555","554",5.39016,13.60000,0.01416,0.01000,85.01165,85.47055,0.00000,0.20431 -"15-OCT-2022 08:30","WPW_T1.T1","431","429",7.40009,26.23000,0.01480,0.04000,80.92426,81.73791,0.00000,0.77082 -"15-OCT-2022 08:30","WPW_T2.T2","430","429",9.21333,26.23000,0.01545,0.02850,81.79280,81.73791,0.00000,-2.04921 -"15-OCT-2022 08:30","WPW_T33.T33","429","428",2.70239,10.00000,0.00371,0.00720,81.73791,81.92908,0.00000,-0.18862 -"15-OCT-2022 08:30","WRD_T1.T1","49","47",21.14619,80.00000,0.00000,0.00000,82.88170,82.88723,0.00000,0.05847 -"15-OCT-2022 08:30","WRD_T2.T2","48","779",0.00000,80.00000,0.00000,0.00000,82.88080,82.88080,0.00000,0.00000 -"15-OCT-2022 08:30","WRD_T3.T3","755","47",20.62075,80.00000,0.00000,0.00000,82.88197,82.88723,0.00000,0.05421 -"15-OCT-2022 08:30","WRD_T7.T7","50","47",34.60194,157.64000,0.03547,0.03680,82.72912,82.88723,0.00000,-0.25999 -"15-OCT-2022 08:30","WRK_T1.T1","299","295",-22.23529,2000.00000,0.00000,0.00000,75.74081,75.74081,0.00000,0.00000 -"15-OCT-2022 08:30","WRK_T2.T2","299","296",-9.13043,2000.00000,0.00000,0.00000,75.74081,75.74081,0.00000,0.00000 -"15-OCT-2022 08:30","WRK_T29.T29","299","297",-10.41280,65.26000,0.00906,0.06840,75.74081,75.51871,0.00000,-1.77711 -"15-OCT-2022 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09:30","MDN_T6.L6","25","26",0.00000,47.63000,0.00000,0.00000,84.85691,84.87340,0.00000,0.00000 -"15-OCT-2022 09:30","MDN_T6.M6","28","26",-49.44400,189.00000,0.02508,0.00000,84.91358,84.87340,0.00000,-0.07170 -"15-OCT-2022 09:30","MDN_T6.T6","29","26",49.44772,189.00000,0.00372,0.00000,84.32823,84.87340,0.00000,13.32100 -"15-OCT-2022 09:30","MGM_MST1.1","471","479",11.14253,148.79000,0.08186,0.00000,80.82590,81.65146,0.00000,1.25749 -"15-OCT-2022 09:30","MGM_T2.T2","471","470",5.93467,27.09000,0.01189,0.01630,80.82590,81.15619,0.00000,-0.16377 -"15-OCT-2022 09:30","MGM_T3.T3","471","470",5.92236,27.09000,0.01184,0.01630,80.82590,81.15619,0.00000,-0.16377 -"15-OCT-2022 09:30","MGM_WDV1.1","471","425",-23.11203,149.00000,0.09618,0.00000,80.82590,79.52902,0.00000,11.09991 -"15-OCT-2022 09:30","MHO_T1.T1","387","386",-26.00000,2000.00000,0.00000,0.00000,78.80094,78.80094,0.00000,0.00000 -"15-OCT-2022 09:30","MHO_T3.T3","389","387",-0.13259,38.70000,0.00007,0.03300,78.84351,78.80094,0.00000,-1.30088 -"15-OCT-2022 09:30","MHO_T4.T4","388","387",-0.13341,39.60000,0.00007,0.03900,78.84356,78.80094,0.00000,-1.53748 -"15-OCT-2022 09:30","MKE_T1.T1","342","340",0.07550,2000.00000,0.00000,0.00000,82.13761,82.13761,0.00000,0.00000 -"15-OCT-2022 09:30","MKE_T2.T2","342","341",0.07550,2000.00000,0.00000,0.00000,82.13761,82.13761,0.00000,0.00000 -"15-OCT-2022 09:30","MLG_T1.T1","476","474",7.48043,33.68000,0.01158,0.01360,80.41128,80.66599,0.00000,-0.06277 -"15-OCT-2022 09:30","MLG_T2.T2","477","474",7.42520,32.68000,0.01145,0.01360,80.42689,80.66599,0.00000,-0.12274 -"15-OCT-2022 09:30","MLG_T3.T3","476","475",8.97326,65.16000,0.00950,0.05100,80.41128,80.50447,0.00000,-2.01726 -"15-OCT-2022 09:30","MLG_T4.T4","477","475",8.91972,65.16000,0.00948,0.05100,80.42689,80.50447,0.00000,-2.08826 -"15-OCT-2022 09:30","MNG_OTA1.1","76","82",-61.83663,305.00000,0.04090,0.00000,82.70353,82.58839,0.00000,1.86840 -"15-OCT-2022 09:30","MNG_OTA2.1","76","82",-61.80366,305.00000,0.04089,0.00000,82.70353,82.58839,0.00000,1.86686 -"15-OCT-2022 09:30","MNG_ROS1.1","76","99",25.82071,105.00000,0.11266,0.00000,82.70353,83.33307,0.00000,3.43345 -"15-OCT-2022 09:30","MNG_ROS2.1","76","99",25.78337,105.00000,0.11242,0.00000,82.70353,83.33307,0.00000,3.43150 -"15-OCT-2022 09:30","MNG_T1.T1","76","75",34.19218,140.48000,0.04036,0.02950,82.70353,82.88299,0.00000,0.17285 -"15-OCT-2022 09:30","MNG_T2.T2","76","75",34.19973,140.48000,0.04005,0.02950,82.70353,82.88299,0.00000,0.18649 -"15-OCT-2022 09:30","MNI_MKE_SFD1.1","327","345",14.62597,105.15000,0.01321,0.00000,82.06744,82.03541,0.00000,-0.77615 -"15-OCT-2022 09:30","MNI_MKE_SFD1.2","327","357",-14.89453,101.00000,0.11743,0.00000,82.06744,80.31001,0.00000,8.26948 -"15-OCT-2022 09:30","MNI_MKE_SFD1.3","342","327",-0.15113,114.00000,0.00013,0.00000,82.13761,82.06744,0.00000,0.00000 -"15-OCT-2022 09:30","MNI_T3.T3","345","343",3.29722,37.53000,0.00272,0.02250,82.03541,82.10326,0.00000,-0.92366 -"15-OCT-2022 09:30","MNI_T4.T4","345","344",7.72413,37.53000,0.01313,0.02250,82.03541,82.34004,0.00000,-0.29045 -"15-OCT-2022 09:30","MOK_T1.T1","212","211",-23.51111,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","MOK_T11.T11","212","211",-18.82994,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","MOK_T2.T2","212","210",-46.65894,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","MOK_WKM.1","212","287",89.00000,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","MST_T2.T2","479","478",16.07210,77.90000,0.01785,0.02060,81.65146,81.84799,0.00000,0.00600 -"15-OCT-2022 09:30","MST_T3.T3","479","478",16.08009,77.90000,0.01774,0.02060,81.65146,81.84799,0.00000,0.01097 -"15-OCT-2022 09:30","MST_UHT1.1","444","479",10.55776,98.00000,0.03865,0.00000,81.40623,81.65146,0.00000,-0.28330 -"15-OCT-2022 09:30","MST_UHT1.2","444","491",-16.40822,77.36000,0.13091,0.00000,81.40623,80.11221,0.00000,5.28776 -"15-OCT-2022 09:30","MST_UHT2.1","445","479",10.63193,98.00000,0.03892,0.00000,81.40588,81.65146,0.00000,-0.28354 -"15-OCT-2022 09:30","MST_UHT2.2","445","491",-16.35916,77.36000,0.13004,0.00000,81.40588,80.11221,0.00000,5.28853 -"15-OCT-2022 09:30","MTI_T1.T1","223","222",-28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_T10.T10","223","213",-28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_T2.T2","223","221",-28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_T3.T3","220","223",28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_T4.T4","219","223",28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_T5.T5","218","223",28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_T6.T6","223","217",-28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_T7.T7","223","216",-28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_T8.T8","223","215",-28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_T9.T9","214","223",28.20000,2000.00000,0.00000,0.00000,76.55918,76.55918,0.00000,0.00000 -"15-OCT-2022 09:30","MTI_WKM1.1","223","288",168.08100,217.96000,0.47783,0.00000,76.55918,76.99254,0.00000,18.02499 -"15-OCT-2022 09:30","MTI_WKM2.1","223","288",167.86700,217.96000,0.47719,0.00000,76.55918,76.99254,0.00000,18.00317 -"15-OCT-2022 09:30","MTI_WPA.1","223","291",-54.00000,112.41000,0.05200,0.00000,76.55918,76.43177,0.00000,1.44954 -"15-OCT-2022 09:30","MTM_T1.T1","225","224",22.20849,90.54000,0.02569,0.02460,77.72272,77.88725,0.00000,-0.13159 -"15-OCT-2022 09:30","MTM_T3.T3","225","224",22.21540,90.54000,0.02560,0.02460,77.72272,77.88725,0.00000,-0.12738 -"15-OCT-2022 09:30","MTN_T1.T1","392","390",6.90434,24.70000,0.00686,0.05100,80.41537,80.57071,0.00000,-1.79447 -"15-OCT-2022 09:30","MTN_T2.T2","391","390",5.22337,24.01000,0.00605,0.04260,80.41043,80.57071,0.00000,-1.54144 -"15-OCT-2022 09:30","MTO_T1.T1","32","31",8.77153,30.21000,0.02139,0.01870,87.34926,87.71112,0.00000,-0.17134 -"15-OCT-2022 09:30","MTO_T2.T2","33","31",8.75791,30.21000,0.02134,0.01870,87.37939,87.71112,0.00000,-0.30336 -"15-OCT-2022 09:30","MTR_OKN1.1","394","398",7.35538,69.80000,0.03331,0.00000,80.05207,79.72621,0.00000,-2.52619 -"15-OCT-2022 09:30","MTR_R92.1","769","394",12.17758,95.26000,0.00000,0.00000,80.88233,80.05207,0.00000,-5.05532 -"15-OCT-2022 09:30","MTR_T2.T2","394","393",4.80269,26.06000,0.00319,0.03900,80.05207,80.18653,0.00000,-1.36873 -"15-OCT-2022 09:30","NAP_NTM1.1","227","230",-85.00000,953.00000,0.00000,0.00000,75.84100,75.84100,0.00000,0.00000 -"15-OCT-2022 09:30","NAP_OKI2.1","227","245",18.85866,492.00000,0.02030,0.00000,75.84100,75.96021,0.00000,0.35293 -"15-OCT-2022 09:30","NAP_RKA1.1","226","254",0.00000,2000.00000,0.00000,0.00000,75.84100,75.84100,0.00000,0.00000 -"15-OCT-2022 09:30","NAP_T1.T1","227","226",-140.00000,2000.00000,0.00000,0.00000,75.84100,75.84100,0.00000,0.00000 -"15-OCT-2022 09:30","NAP_WRK2.1","227","299",206.14134,492.00000,0.44754,0.00000,75.84100,76.14145,0.00000,13.92932 -"15-OCT-2022 09:30","NGB_T1.T1","36","37",0.00000,9999.00000,0.00000,0.00000,87.17790,87.17790,0.00000,0.00000 -"15-OCT-2022 09:30","NGB_T41.T41","37","35",0.00000,9999.00000,0.00000,0.00000,87.17790,87.17790,0.00000,0.00000 -"15-OCT-2022 09:30","NMA_GOR_TMH1.1","690","735",50.22474,382.17000,0.15095,0.00000,83.48236,83.71964,0.00000,-0.36004 -"15-OCT-2022 09:30","NMA_GOR_TMH1.2","690","750",-57.25284,382.17000,0.53376,0.00000,83.48236,79.97343,0.00000,78.16804 -"15-OCT-2022 09:30","NMA_GOR_TMH1.3","711","690",-6.49433,304.84000,0.00057,0.00000,83.49681,83.48236,0.00000,0.02295 -"15-OCT-2022 09:30","NMA_GOR_TMH2.1","691","735",50.22398,382.17000,0.15097,0.00000,83.48243,83.71964,0.00000,-0.36261 -"15-OCT-2022 09:30","NMA_GOR_TMH2.2","691","750",-57.25145,382.17000,0.53371,0.00000,83.48243,79.97343,0.00000,78.16963 -"15-OCT-2022 09:30","NMA_GOR_TMH2.3","712","691",-6.49376,304.84000,0.00059,0.00000,83.49713,83.48243,0.00000,0.02332 -"15-OCT-2022 09:30","NMA_T1.T1","735","734",15.43183,67.27000,0.02810,0.03170,83.71964,84.01927,0.00000,-0.20004 -"15-OCT-2022 09:30","NMA_T2.T2","735","734",15.38239,67.27000,0.02842,0.03170,83.71964,84.01927,0.00000,-0.22119 -"15-OCT-2022 09:30","NMA_TWI1.1","735","751",125.63743,467.00000,0.49366,0.00000,83.71964,84.34974,0.00000,18.76241 -"15-OCT-2022 09:30","NMA_TWI2.1","735","751",125.64320,467.00000,0.49370,0.00000,83.71964,84.34974,0.00000,18.76260 -"15-OCT-2022 09:30","NMA_WHL.1","734","752",-2.86200,2000.00000,0.00000,0.00000,84.01927,84.01927,0.00000,0.00000 -"15-OCT-2022 09:30","NPK_T1.T1","396","395",2.52156,15.00000,0.00181,0.01150,79.60619,79.77517,0.00000,-0.31773 -"15-OCT-2022 09:30","NSY_PRU1.1","653","673",-10.50000,2000.00000,0.00000,0.00000,78.63893,78.63893,0.00000,0.00000 -"15-OCT-2022 09:30","NSY_ROX.1","654","747",50.81078,671.11000,0.29745,0.00000,78.43876,78.63435,0.00000,-6.72608 -"15-OCT-2022 09:30","NSY_T1.T1","654","653",8.17054,54.05000,0.00549,0.02410,78.43876,78.63893,0.00000,-0.34587 -"15-OCT-2022 09:30","NSY_T2.T2","654","653",8.17054,54.05000,0.00549,0.02410,78.43876,78.63893,0.00000,-0.34587 -"15-OCT-2022 09:30","NTM_T1.T1","230","229",-42.50000,2000.00000,0.00000,0.00000,75.84100,75.84100,0.00000,0.00000 -"15-OCT-2022 09:30","NTM_T2.T2","230","228",-42.50000,2000.00000,0.00000,0.00000,75.84100,75.84100,0.00000,0.00000 -"15-OCT-2022 09:30","OAM_BPT_WTK1.1","619","774",14.48993,64.59000,0.21622,0.00000,78.69878,81.12071,0.00000,8.77687 -"15-OCT-2022 09:30","OAM_BPT_WTK1.2","619","688",-22.00309,74.30000,0.25466,0.00000,78.69878,77.22726,0.00000,6.16844 -"15-OCT-2022 09:30","OAM_BPT_WTK1.3","619","640",7.25850,42.00000,0.00250,0.00000,78.69878,78.77506,0.00000,0.17821 -"15-OCT-2022 09:30","OAM_STU_WTK2.1","618","656",13.62248,64.97000,0.11923,0.00000,79.67799,81.17957,0.00000,5.38800 -"15-OCT-2022 09:30","OAM_STU_WTK2.2","639","687",-21.89413,74.30000,0.33609,0.00000,79.15357,77.21891,0.00000,7.87749 -"15-OCT-2022 09:30","OAM_STU_WTK2.3","618","828",0.00000,80.00000,0.00000,0.00000,79.67799,79.35801,0.00000,0.00000 -"15-OCT-2022 09:30","OAM_STU_WTK2.4","639","618",13.65404,80.00000,0.03156,0.00000,79.15357,79.67799,0.00000,2.32285 -"15-OCT-2022 09:30","OAM_T1.T1","774","655",14.26276,65.18000,0.02072,0.02190,81.12071,81.39117,0.00000,0.19415 -"15-OCT-2022 09:30","OAM_T2.T2","656","655",13.49230,65.45000,0.01843,0.02190,81.17957,81.39117,0.00000,-0.21389 -"15-OCT-2022 09:30","OHA_T4.T4","661","660",-46.09050,2000.00000,0.00000,0.00000,77.05425,77.05425,0.00000,0.00000 -"15-OCT-2022 09:30","OHA_T5.T5","661","659",-46.09050,2000.00000,0.00000,0.00000,77.05425,77.05425,0.00000,0.00000 -"15-OCT-2022 09:30","OHA_T6.T6","661","658",-46.09050,2000.00000,0.00000,0.00000,77.05425,77.05425,0.00000,0.00000 -"15-OCT-2022 09:30","OHA_T7.T7","661","657",-46.09050,2000.00000,0.00000,0.00000,77.05425,77.05425,0.00000,0.00000 -"15-OCT-2022 09:30","OHA_TWZ1.1","661","680",92.20673,382.00000,0.09924,0.00000,77.05425,77.20838,0.00000,3.27463 -"15-OCT-2022 09:30","OHA_TWZ2.1","661","680",92.15527,382.00000,0.09914,0.00000,77.05425,77.20838,0.00000,3.27463 -"15-OCT-2022 09:30","OHB_T10.T10","666","664",-49.97175,2000.00000,0.00000,0.00000,77.13726,77.13726,0.00000,0.00000 -"15-OCT-2022 09:30","OHB_T11.T11","666","662",-49.97175,2000.00000,0.00000,0.00000,77.13726,77.13726,0.00000,0.00000 -"15-OCT-2022 09:30","OHB_T8.T8","666","665",-49.97175,2000.00000,0.00000,0.00000,77.13726,77.13726,0.00000,0.00000 -"15-OCT-2022 09:30","OHB_T9.T9","666","663",-49.97175,2000.00000,0.00000,0.00000,77.13726,77.13726,0.00000,0.00000 -"15-OCT-2022 09:30","OHB_TWZ.1","666","680",235.79378,764.00000,0.13571,0.00000,77.13726,77.20838,0.00000,3.14579 -"15-OCT-2022 09:30","OHC_T12.T12","671","670",-49.26636,2000.00000,0.00000,0.00000,77.00000,77.00000,0.00000,0.00000 -"15-OCT-2022 09:30","OHC_T13.T13","671","669",-49.26636,2000.00000,0.00000,0.00000,77.00000,77.00000,0.00000,0.00000 -"15-OCT-2022 09:30","OHC_T14.T14","671","668",-49.26636,2000.00000,0.00000,0.00000,77.00000,77.00000,0.00000,0.00000 -"15-OCT-2022 09:30","OHC_T15.T15","671","667",-49.26636,2000.00000,0.00000,0.00000,77.00000,77.00000,0.00000,0.00000 -"15-OCT-2022 09:30","OHC_TWZ.1","671","680",197.06544,764.00000,0.33301,0.00000,77.00000,77.20838,0.00000,7.67674 -"15-OCT-2022 09:30","OHK_T1.T1","235","234",-19.75000,2000.00000,0.00000,0.00000,75.81837,75.81837,0.00000,0.00000 -"15-OCT-2022 09:30","OHK_T2.T2","235","233",-19.75000,2000.00000,0.00000,0.00000,75.81837,75.81837,0.00000,0.00000 -"15-OCT-2022 09:30","OHK_T3.T3","235","232",-19.75000,2000.00000,0.00000,0.00000,75.81837,75.81837,0.00000,0.00000 -"15-OCT-2022 09:30","OHK_T4.T4","235","231",-19.75000,2000.00000,0.00000,0.00000,75.81837,75.81837,0.00000,0.00000 -"15-OCT-2022 09:30","OHK_WRK.1","235","299",-35.94000,360.86000,0.06704,0.00000,75.81837,76.14145,0.00000,-8.34726 -"15-OCT-2022 09:30","OHW_OTA1.1","147","84",166.80361,671.00000,1.92774,0.00000,80.96774,82.30150,0.00000,31.91004 -"15-OCT-2022 09:30","OHW_OTA2.1","147","83",166.05748,671.00000,1.91815,0.00000,80.96774,82.30024,0.00000,31.70415 -"15-OCT-2022 09:30","OHW_WKM1.1","147","288",-275.96162,671.00000,8.40967,0.00000,80.96774,76.99254,0.00000,208.04479 -"15-OCT-2022 09:30","OKE_OWH.1","236","251",-26.87319,69.00000,0.09078,0.00000,76.83854,76.93226,0.00000,-4.74681 -"15-OCT-2022 09:30","OKE_TMI.1","236","269",30.28543,77.36000,0.36665,0.00000,76.83854,77.68337,0.00000,-1.44830 -"15-OCT-2022 09:30","OKE_TRK.1","236","275",-3.51230,77.36000,0.00929,0.00000,76.83854,76.42782,0.00000,0.36452 -"15-OCT-2022 09:30","OKI_T1.T1","245","242",-19.50000,2000.00000,0.00000,0.00000,75.96021,75.96021,0.00000,0.00000 -"15-OCT-2022 09:30","OKI_T11.H11","242","243",0.00000,2000.00000,0.00000,0.00000,75.96021,75.96021,0.00000,0.00000 -"15-OCT-2022 09:30","OKI_T11.L11","238","243",0.00000,2000.00000,0.00000,0.00000,75.96021,75.96021,0.00000,0.00000 -"15-OCT-2022 09:30","OKI_T11.M11","240","243",0.00000,2000.00000,0.00000,0.00000,75.96021,75.96021,0.00000,0.00000 -"15-OCT-2022 09:30","OKI_T12.L12","237","244",0.00000,2000.00000,0.00000,0.00000,75.96021,75.96021,0.00000,0.00000 -"15-OCT-2022 09:30","OKI_T12.M12","239","244",0.00000,2000.00000,0.00000,0.00000,75.96021,75.96021,0.00000,0.00000 -"15-OCT-2022 09:30","OKI_T12.T12","241","244",0.00000,2000.00000,0.00000,0.00000,75.96021,75.96021,0.00000,0.00000 -"15-OCT-2022 09:30","OKI_T2.T2","245","241",-19.50000,2000.00000,0.00000,0.00000,75.96021,75.96021,0.00000,0.00000 -"15-OCT-2022 09:30","OKI_WRK1.1","245","299",57.83835,492.27000,0.09450,0.00000,75.96021,76.14145,0.00000,1.64352 -"15-OCT-2022 09:30","OKN_ONG1.1","398","378",3.68510,69.80000,0.01233,0.00000,79.72621,79.49065,0.00000,-0.92409 -"15-OCT-2022 09:30","OKN_ONG1.2","149","378",-1.14179,69.80000,0.00654,0.00000,79.07344,79.49065,0.00000,-0.49658 -"15-OCT-2022 09:30","OKN_ONG1.3","396","378",-2.53098,59.65000,0.00367,0.00000,79.60619,79.49065,0.00000,0.00000 -"15-OCT-2022 09:30","OKN_T2.T2","398","397",3.62998,20.00000,0.00298,0.01400,79.72621,79.89544,0.00000,-0.37103 -"15-OCT-2022 09:30","ONG_T1.T1","149","148",0.56483,19.60000,0.00033,0.03100,79.07344,79.11978,0.00000,-1.22636 -"15-OCT-2022 09:30","OPK_KPI_SFD2.1","322","347",3.60498,79.00000,0.01015,0.00000,80.13554,80.38200,0.00000,0.03611 -"15-OCT-2022 09:30","OPK_KPI_SFD2.2","322","357",1.39502,79.07000,0.00333,0.00000,80.13554,80.31001,0.00000,-0.01186 -"15-OCT-2022 09:30","OPK_KPI_SFD2.3","322","339",-5.00000,2000.00000,0.00000,0.00000,80.13554,80.13554,0.00000,0.00000 -"15-OCT-2022 09:30","OPK_SFD1.1","768","357",-3.16611,79.00000,0.01655,0.00000,80.69454,80.31001,0.00000,-0.05895 -"15-OCT-2022 09:30","OPK_T4.T4","347","346",3.58617,33.87000,0.00364,0.01730,80.38200,80.61954,0.00000,-0.41798 -"15-OCT-2022 09:30","OPK_T5.T5","768","346",3.14091,33.87000,0.00315,0.01730,80.69454,80.61954,0.00000,-0.94204 -"15-OCT-2022 09:30","ORO_WPT1.1","520","815",0.00000,59.65000,0.00000,0.00000,89.46718,89.43857,0.00000,0.00000 -"15-OCT-2022 09:30","ORO_WPT1.2","520","524",2.00000,2000.00000,0.00000,0.00000,89.46718,89.46718,0.00000,0.00000 -"15-OCT-2022 09:30","ORO_WPT2.1","521","816",0.00000,101.24000,0.00000,0.00000,89.59148,89.59148,0.00000,0.00000 -"15-OCT-2022 09:30","ORO_WPT2.2","521","525",1.94400,101.00000,0.00000,0.00000,89.59148,89.59149,0.00000,0.00000 -"15-OCT-2022 09:30","OTA_PAK3.1","84","87",-187.23797,610.00000,0.05923,0.00000,82.30150,82.17686,0.00000,9.23133 -"15-OCT-2022 09:30","OTA_PAK4.1","83","87",-198.46279,1200.00000,0.05904,0.00000,82.30024,82.17686,0.00000,9.81427 -"15-OCT-2022 09:30","OTA_PEN2.1","793","95",0.00000,158.33000,0.00000,0.00000,82.98169,83.06358,0.00000,0.00000 -"15-OCT-2022 09:30","OTA_PEN5.1","83","96",182.18643,492.27000,0.44547,0.00000,82.30024,82.80441,0.00000,27.48256 -"15-OCT-2022 09:30","OTA_PEN6.1","85","96",175.78044,492.00000,0.40140,0.00000,82.31942,82.80441,0.00000,26.00687 -"15-OCT-2022 09:30","OTA_ROS1.1","82","99",23.44357,87.26000,0.14456,0.00000,82.58839,83.33307,0.00000,2.70581 -"15-OCT-2022 09:30","OTA_ROS2.1","82","99",23.68732,87.26000,0.14637,0.00000,82.58839,83.33307,0.00000,2.72082 -"15-OCT-2022 09:30","OTA_SWN.1","84","43",221.34996,915.00000,0.21018,0.00000,82.30150,82.43256,0.00000,5.84317 -"15-OCT-2022 09:30","OTA_T13.T13","84","79",17.26197,91.96000,0.01882,0.01730,82.30150,82.52231,0.00000,0.41555 -"15-OCT-2022 09:30","OTA_T14.T14","84","79",17.26197,91.96000,0.01882,0.01730,82.30150,82.52231,0.00000,0.41555 -"15-OCT-2022 09:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,82.56719,82.53941,0.00000,0.00000 -"15-OCT-2022 09:30","OTA_T3.M3","82","81",-78.04426,337.70000,0.03233,0.00000,82.58839,82.53941,0.00000,0.57625 -"15-OCT-2022 09:30","OTA_T3.T3","84","81",78.08766,337.70000,0.01925,0.04830,82.30150,82.53941,0.00000,6.50119 -"15-OCT-2022 09:30","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,82.52221,82.54169,0.00000,0.00000 -"15-OCT-2022 09:30","OTA_T4.M4","82","80",-78.25149,327.70000,0.03528,0.00000,82.58839,82.54169,0.00000,0.37064 -"15-OCT-2022 09:30","OTA_T4.T4","84","80",78.27650,327.70000,0.00692,0.03620,82.30150,82.54169,0.00000,7.62105 -"15-OCT-2022 09:30","OTA_T5.T5","84","82",78.10941,332.40000,0.04346,0.04510,82.30150,82.58839,0.00000,7.54765 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09:30","PAK_T2.T2","87","86",27.50603,140.75000,0.02291,0.04370,82.17686,82.33577,0.00000,-0.55673 -"15-OCT-2022 09:30","PAK_T3.T3","87","86",27.52075,140.80000,0.02266,0.04370,82.17686,82.33577,0.00000,-0.54506 -"15-OCT-2022 09:30","PAK_WKM1.1","61","87",234.20523,808.21000,0.11884,0.00000,82.02150,82.17686,0.00000,13.30976 -"15-OCT-2022 09:30","PAK_WKM1.2","61","289",-237.50466,1212.12000,3.29943,0.00000,82.02150,77.00318,0.00000,460.62537 -"15-OCT-2022 09:30","PAK_WKM2.1","62","87",234.32913,808.21000,0.12003,0.00000,82.02196,82.17686,0.00000,13.21676 -"15-OCT-2022 09:30","PAK_WKM2.2","62","289",-237.63207,1212.12000,3.30294,0.00000,82.02196,77.00318,0.00000,460.85463 -"15-OCT-2022 09:30","PEN_R862.1","96","757",96.76824,2000.00000,0.00000,0.00000,82.80441,83.17842,0.00000,18.09633 -"15-OCT-2022 09:30","PEN_T11.T11","96","92",62.08279,235.40000,0.19018,0.05600,82.80441,83.09558,0.00000,-1.19008 -"15-OCT-2022 09:30","PEN_T21.T21","90","92",-9.73863,45.23000,0.00889,0.00450,83.26203,83.09558,0.00000,0.25310 -"15-OCT-2022 09:30","PEN_T23.T23","90","92",-9.40500,45.25000,0.00924,0.00450,83.26203,83.09558,0.00000,0.21070 -"15-OCT-2022 09:30","PEN_T5.T5","96","91",1.65811,48.75000,0.00106,0.01210,82.80441,82.85759,0.00000,-0.50129 -"15-OCT-2022 09:30","PEN_T6.L6","794","94",0.00000,74.50000,0.00000,0.00000,82.98823,83.00444,0.00000,0.00000 -"15-OCT-2022 09:30","PEN_T6.M6","95","94",-76.95865,310.30000,0.03558,0.00000,83.06358,83.00444,0.00000,0.79789 -"15-OCT-2022 09:30","PEN_T6.T6","96","94",76.99865,310.30000,0.01670,0.04660,82.80441,83.00444,0.00000,5.07421 -"15-OCT-2022 09:30","PEN_T7.T7","96","92",57.61599,252.30000,0.07402,0.05140,82.80441,83.09558,0.00000,3.17711 -"15-OCT-2022 09:30","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,82.80441,82.85513,0.00000,-5.12873 -"15-OCT-2022 09:30","PEN_T9.T9","96","92",61.72743,209.05000,0.10128,0.12380,82.80441,83.09558,0.00000,-0.36489 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09:30","PRU_T1.T1","673","672",-10.50000,2000.00000,0.00000,0.00000,78.63893,78.63893,0.00000,0.00000 -"15-OCT-2022 09:30","PTA_T1.T1","349","348",-31.00000,2000.00000,0.00000,0.00000,79.31704,79.31704,0.00000,0.00000 -"15-OCT-2022 09:30","RDF_T1.T1","303","302",23.58570,140.75000,0.01559,0.04500,76.64826,76.83109,0.00000,-0.17158 -"15-OCT-2022 09:30","RDF_T2.T2","303","302",22.89801,140.75000,0.02031,0.03260,76.64826,76.83109,0.00000,0.06052 -"15-OCT-2022 09:30","RDF_T3.T3","304","303",4.17168,104.00000,0.00198,0.03900,76.61195,76.64826,0.00000,-1.49464 -"15-OCT-2022 09:30","RDF_T4.T4","304","303",4.17168,104.00000,0.00198,0.03900,76.61195,76.64826,0.00000,-1.49464 -"15-OCT-2022 09:30","RDF_TUI1.1","303","312",-20.13102,69.81000,0.59313,0.00000,76.64826,73.12151,0.00000,12.76740 -"15-OCT-2022 09:30","RDF_TUI2.1","303","312",-20.13223,69.81000,0.59315,0.00000,76.64826,73.12151,0.00000,12.76855 -"15-OCT-2022 09:30","RDF_WHI1.1","304","319",-12.72433,583.00000,0.01291,0.00000,76.61195,76.53286,0.00000,0.00859 -"15-OCT-2022 09:30","RDF_WRK.1","304","299",-52.86918,582.67000,0.33020,0.00000,76.61195,76.14145,0.00000,-0.21131 -"15-OCT-2022 09:30","RDF_WTU1.1","304","766",28.42849,346.76000,0.01348,0.00000,76.61195,76.64826,0.00000,-0.00047 -"15-OCT-2022 09:30","RDF_WTU2.1","304","321",28.43955,347.00000,0.01350,0.00000,76.61195,76.64835,0.00000,0.00047 -"15-OCT-2022 09:30","RKA_T1.T1","255","764",-31.00000,2000.00000,0.00000,0.00000,75.91817,75.91817,0.00000,0.00000 -"15-OCT-2022 09:30","RKA_WRK1.1","255","297",15.50000,2000.00000,0.00000,0.00000,75.91817,75.91817,0.00000,0.00000 -"15-OCT-2022 09:30","RKA_WRK2.1","255","297",15.50000,9999.00000,0.00000,0.00000,75.91817,75.91817,0.00000,0.00000 -"15-OCT-2022 09:30","ROS_T2.T2","99","98",18.32477,81.09000,0.02549,0.01800,83.33307,83.53717,0.00000,0.05368 -"15-OCT-2022 09:30","ROS_T3.T3","99","98",21.06438,94.12000,0.01918,0.02680,83.33307,83.53717,0.00000,0.22916 -"15-OCT-2022 09:30","ROS_T4.T4","99","98",18.32176,83.90000,0.02584,0.01800,83.33307,83.53717,0.00000,0.03853 -"15-OCT-2022 09:30","ROT_T2.T2","765","257",17.87153,66.12000,0.03835,0.01560,76.57470,77.01147,0.00000,1.82542 -"15-OCT-2022 09:30","ROT_T3.T3","765","256",8.65547,36.40000,0.01095,0.01580,76.57470,76.91460,0.00000,0.44234 -"15-OCT-2022 09:30","ROT_T4.T4","258","256",7.27103,36.40000,0.00775,0.01580,76.88628,76.91460,0.00000,-0.80265 -"15-OCT-2022 09:30","ROT_T5.T5","258","257",14.83171,66.12000,0.02729,0.01560,76.88628,77.01147,0.00000,-0.72306 -"15-OCT-2022 09:30","ROT_TRK1.1","258","275",-22.20548,77.36000,0.08704,0.00000,76.88628,76.42782,0.00000,1.74391 -"15-OCT-2022 09:30","ROT_TRK2.1","765","275",-1.54499,77.36000,0.00229,0.00000,76.57470,76.42782,0.00000,0.02584 -"15-OCT-2022 09:30","ROT_WHE1.1","765","280",-25.00000,2000.00000,0.00000,0.00000,76.57470,76.57470,0.00000,0.00000 -"15-OCT-2022 09:30","ROX_T1.T1","747","744",-24.00000,2000.00000,0.00000,0.00000,78.63435,78.63435,0.00000,0.00000 -"15-OCT-2022 09:30","ROX_T10.L10","835","745",0.00000,10.65000,0.00000,0.00000,77.73419,77.73977,0.00000,0.00000 -"15-OCT-2022 09:30","ROX_T10.M10","746","745",-19.85347,196.30000,0.00457,0.00000,77.83085,77.73977,0.00000,0.72627 -"15-OCT-2022 09:30","ROX_T10.T10","747","745",19.87175,196.30000,0.00173,0.03310,78.63435,77.73977,0.00000,-10.24229 -"15-OCT-2022 09:30","ROX_T2.T2","747","743",-24.00000,2000.00000,0.00000,0.00000,78.63435,78.63435,0.00000,0.00000 -"15-OCT-2022 09:30","ROX_T3.T3","747","742",-24.00000,2000.00000,0.00000,0.00000,78.63435,78.63435,0.00000,0.00000 -"15-OCT-2022 09:30","ROX_T4.T4","747","741",-24.00000,2000.00000,0.00000,0.00000,78.63435,78.63435,0.00000,0.00000 -"15-OCT-2022 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09:30","SFD_T10.M10","357","355",-27.03701,143.00000,0.01132,0.00000,80.31001,80.20075,0.00000,1.02234 -"15-OCT-2022 09:30","SFD_T10.T10","358","355",27.09540,166.50000,0.00319,0.11040,80.14628,80.20075,0.00000,-3.81707 -"15-OCT-2022 09:30","SFD_T21.T21","358","352",0.00000,2000.00000,0.00000,0.00000,80.14628,80.14628,0.00000,0.00000 -"15-OCT-2022 09:30","SFD_T22.T22","358","353",0.00000,2000.00000,0.00000,0.00000,80.14628,80.14628,0.00000,0.00000 -"15-OCT-2022 09:30","SFD_T6.T6","357","354",7.68917,55.02000,0.00377,0.01790,80.31001,80.34954,0.00000,-0.71854 -"15-OCT-2022 09:30","SFD_T8.T8","357","354",7.68029,55.02000,0.00379,0.01790,80.31001,80.34954,0.00000,-0.71972 -"15-OCT-2022 09:30","SFD_T9.L9","808","356",0.00000,57.40000,0.00000,0.00000,80.28746,80.30889,0.00000,0.00000 -"15-OCT-2022 09:30","SFD_T9.M9","357","356",-24.73542,249.56000,0.00375,0.00000,80.31001,80.30889,0.00000,-0.13674 -"15-OCT-2022 09:30","SFD_T9.T9","358","356",24.75455,286.90000,0.00193,0.03440,80.14628,80.30889,0.00000,0.55376 -"15-OCT-2022 09:30","SFD_TMN1.1","358","412",21.11942,492.31000,0.17240,0.00000,80.14628,80.49932,0.00000,-3.21094 -"15-OCT-2022 09:30","SPL_T10.T10","360","359",0.00000,2000.00000,0.00000,0.00000,80.14628,80.14628,0.00000,0.00000 -"15-OCT-2022 09:30","STK_T10.T10","535","529",40.14186,140.75000,0.04953,0.03300,88.58166,88.76310,0.00000,-0.02138 -"15-OCT-2022 09:30","STK_T3.L3","817","532",0.00000,22.50000,0.00000,0.00000,88.85155,88.79808,0.00000,0.00000 -"15-OCT-2022 09:30","STK_T3.M3","530","532",-2.64399,60.00000,0.00088,0.00000,88.82805,88.79808,0.00000,0.00033 -"15-OCT-2022 09:30","STK_T3.T3","534","532",2.65006,60.00000,0.00007,0.01200,88.79953,88.79808,0.00000,-0.53775 -"15-OCT-2022 09:30","STK_T4.L4","818","533",0.00000,22.50000,0.00000,0.00000,88.85905,88.80557,0.00000,0.00000 -"15-OCT-2022 09:30","STK_T4.M4","530","533",-2.64357,43.83000,0.00068,0.00000,88.82805,88.80557,0.00000,-0.00033 -"15-OCT-2022 09:30","STK_T4.T4","534","533",2.64964,60.00000,0.00007,0.01200,88.79953,88.80557,0.00000,-0.52787 -"15-OCT-2022 09:30","STK_T6.T6","535","529",40.08813,140.75000,0.05045,0.03300,88.58166,88.76310,0.00000,-0.06708 -"15-OCT-2022 09:30","STK_T7.L7","819","531",0.00000,50.20000,0.00000,0.00000,88.75223,88.72785,0.00000,0.00000 -"15-OCT-2022 09:30","STK_T7.M7","534","531",-27.47665,188.20000,0.00598,0.00000,88.79953,88.72785,0.00000,0.71938 -"15-OCT-2022 09:30","STK_T7.T7","535","531",27.49888,188.20000,0.00053,0.04340,88.58166,88.72785,0.00000,0.06129 -"15-OCT-2022 09:30","STU_T5.T5","674","675",-5.19585,11.85000,0.02007,0.03840,82.80824,82.21128,0.00000,-0.87020 -"15-OCT-2022 09:30","STU_T6.T6","674","675",-5.21300,11.85000,0.02038,0.03840,82.80824,82.21128,0.00000,-0.87769 -"15-OCT-2022 09:30","STU_TIM.1","675","575",-10.55936,58.87000,0.11211,0.00000,82.21128,79.91328,0.00000,7.52428 -"15-OCT-2022 09:30","SVL_T1.T1","39","38",26.59502,131.90000,0.02659,0.03920,83.36909,83.53576,0.00000,-0.53151 -"15-OCT-2022 09:30","SVL_T2.T2","40","38",24.90323,141.75000,0.01562,0.04890,83.37193,83.53576,0.00000,-0.65469 -"15-OCT-2022 09:30","SWN_T1A.T1A","43","41",0.00000,2000.00000,0.00000,0.00000,82.43256,82.43256,0.00000,0.00000 -"15-OCT-2022 09:30","SWN_T1B.T1B","43","41",0.00000,2000.00000,0.00000,0.00000,82.43256,82.43256,0.00000,0.00000 -"15-OCT-2022 09:30","SWN_T2.T2","43","42",1.42296,48.75000,0.00091,0.01210,82.43256,82.48551,0.00000,-0.49904 -"15-OCT-2022 09:30","TAA_T1.T1","260","259",-26.00000,2000.00000,0.00000,0.00000,75.91817,75.91817,0.00000,0.00000 -"15-OCT-2022 09:30","TAA_WRK1.1","260","297",26.00000,2000.00000,0.00000,0.00000,75.91817,75.91817,0.00000,0.00000 -"15-OCT-2022 09:30","TAK_T5.T5","102","100",34.36865,162.14000,0.02645,0.05520,82.24899,82.34703,0.00000,-1.67713 -"15-OCT-2022 09:30","TAK_T8.T8","101","100",35.90076,162.14000,0.02876,0.05520,82.17917,82.34703,0.00000,-0.44370 -"15-OCT-2022 09:30","TAP_T1.T1","403","402",-34.68000,2000.00000,0.00000,0.00000,79.52902,79.52902,0.00000,0.00000 -"15-OCT-2022 09:30","TAP_WDV1.1","403","425",34.68000,2000.00000,0.00000,0.00000,79.52902,79.52902,0.00000,0.00000 -"15-OCT-2022 09:30","TGA_T1.T1","264","262",7.04931,36.03000,0.00899,0.01590,77.34786,77.58710,0.00000,-0.12226 -"15-OCT-2022 09:30","TGA_T2.T2","264","262",7.04147,38.40000,0.00890,0.01590,77.34786,77.58710,0.00000,-0.11967 -"15-OCT-2022 09:30","TGA_T3.T3","264","263",11.27598,108.40000,0.00800,0.02430,77.34786,77.38831,0.00000,-1.02165 -"15-OCT-2022 09:30","TGA_T4.T4","264","263",13.94025,108.40000,0.00518,0.02980,77.34786,77.38831,0.00000,-1.07171 -"15-OCT-2022 09:30","THI_T1.T1","267","265",-79.00000,2000.00000,0.00000,0.00000,76.19387,76.19387,0.00000,0.00000 -"15-OCT-2022 09:30","THI_T2.T2","267","266",-84.00000,2000.00000,0.00000,0.00000,76.19387,76.19387,0.00000,0.00000 -"15-OCT-2022 09:30","THI_WKM1.1","267","288",263.00638,993.60000,1.11677,0.00000,76.19387,76.99254,0.00000,62.03615 -"15-OCT-2022 09:30","THI_WRK1.1","267","299",-66.02516,994.00000,0.01641,0.00000,76.19387,76.14145,0.00000,1.10538 -"15-OCT-2022 09:30","TIM_T3.T3","575","824",0.00675,46.92000,0.00000,0.01350,79.91328,79.96539,0.00000,-0.53977 -"15-OCT-2022 09:30","TIM_T4.T4","575","573",20.08132,47.04000,0.04915,0.01350,79.91328,80.29426,0.00000,1.30987 -"15-OCT-2022 09:30","TIM_T5.L5","825","576",0.00000,85.60000,0.00000,0.00000,79.87536,79.85700,0.00000,0.00000 -"15-OCT-2022 09:30","TIM_T5.M5","575","576",-44.02013,247.91000,0.00821,0.00000,79.91328,79.85700,0.00000,0.91054 -"15-OCT-2022 09:30","TIM_T5.T5","577","576",44.04347,356.90000,0.00364,0.03940,80.03388,79.85700,0.00000,-5.61371 -"15-OCT-2022 09:30","TIM_T6.T6","575","573",20.04633,46.92000,0.05100,0.01350,79.91328,80.29426,0.00000,1.22917 -"15-OCT-2022 09:30","TIM_T8A.T8A","578","575",15.29513,127.00000,0.00914,0.01850,79.53156,79.91328,0.00000,1.81469 -"15-OCT-2022 09:30","TIM_T8B.T8B","578","575",15.17872,127.20000,0.00917,0.01850,79.53156,79.91328,0.00000,1.79150 -"15-OCT-2022 09:30","TIM_TKA.1","561","581",-20.47597,62.00000,0.30707,0.00000,77.07123,74.08526,0.00000,18.73742 -"15-OCT-2022 09:30","TIM_TKA.2","561","575",23.51258,62.00000,0.38986,0.00000,77.07123,79.91328,0.00000,17.83425 -"15-OCT-2022 09:30","TIM_TMK1.1","575","583",23.36598,78.65000,0.19961,0.00000,79.91328,81.01824,0.00000,4.82326 -"15-OCT-2022 09:30","TIM_TMK2.1","575","584",23.49168,80.00000,0.19672,0.00000,79.91328,81.00665,0.00000,4.87491 -"15-OCT-2022 09:30","TKA_T1.T1","579","580",2.44030,10.00000,0.00400,0.01260,73.62615,73.84838,0.00000,-0.34164 -"15-OCT-2022 09:30","TKA_T6.T6","581","579",-20.54700,34.63000,0.06463,0.01280,74.08526,73.62615,0.00000,1.84830 -"15-OCT-2022 09:30","TKB_T2.T2","678","677",-73.00000,2000.00000,0.00000,0.00000,77.07119,77.07119,0.00000,0.00000 -"15-OCT-2022 09:30","TKB_T3.T3","678","676",-73.00000,2000.00000,0.00000,0.00000,77.07119,77.07119,0.00000,0.00000 -"15-OCT-2022 09:30","TKB_TWZ.1","678","680",-51.77411,609.68000,0.08040,0.00000,77.07119,77.20838,0.00000,-6.64988 -"15-OCT-2022 09:30","TKR_T1.T1","489","488",28.94699,115.50000,0.06302,0.02260,80.06264,80.37690,0.00000,1.10734 -"15-OCT-2022 09:30","TKR_T2.T2","489","488",29.06195,115.50000,0.06331,0.02260,80.06264,80.37690,0.00000,1.11365 -"15-OCT-2022 09:30","TKR_WIL1.1","489","495",7.66172,312.62000,0.01575,0.00000,80.06264,80.20397,0.00000,-0.09016 -"15-OCT-2022 09:30","TKR_WIL2.1","489","495",7.62890,312.65000,0.01570,0.00000,80.06264,80.20397,0.00000,-0.09056 -"15-OCT-2022 09:30","TKU_T1.T1","409","404",-35.25000,2000.00000,0.00000,0.00000,76.39675,76.39675,0.00000,0.00000 -"15-OCT-2022 09:30","TKU_T2.T2","409","405",-35.25000,2000.00000,0.00000,0.00000,76.39675,76.39675,0.00000,0.00000 -"15-OCT-2022 09:30","TKU_T21.T21","408","409",-6.34678,26.40000,0.01083,0.02590,76.64010,76.39675,0.00000,-0.63518 -"15-OCT-2022 09:30","TKU_T3.T3","409","406",-35.25000,2000.00000,0.00000,0.00000,76.39675,76.39675,0.00000,0.00000 -"15-OCT-2022 09:30","TKU_T4.T4","409","407",-35.25000,2000.00000,0.00000,0.00000,76.39675,76.39675,0.00000,0.00000 -"15-OCT-2022 09:30","TKU_WKM1.1","409","288",1.80130,335.33000,0.00820,0.00000,76.39675,76.99254,0.00000,0.22104 -"15-OCT-2022 09:30","TKU_WKM2.1","409","288",1.80064,335.33000,0.00824,0.00000,76.39675,76.99254,0.00000,0.21927 -"15-OCT-2022 09:30","TMI_T1.T1","269","268",13.28356,39.30000,0.02899,0.03450,77.68337,78.01290,0.00000,-0.28769 -"15-OCT-2022 09:30","TMI_T2.T2","269","268",10.75452,51.80000,0.01359,0.01450,77.68337,78.01290,0.00000,0.67627 -"15-OCT-2022 09:30","TMK_T1.T1","583","582",23.15832,63.30000,0.06070,0.01610,81.01824,81.49131,0.00000,2.34839 -"15-OCT-2022 09:30","TMK_T2.T2","584","582",23.28652,63.30000,0.06163,0.01690,81.00665,81.49131,0.00000,2.44334 -"15-OCT-2022 09:30","TMN_T5.T5","412","411",0.03277,23.60000,0.00002,0.00950,80.49932,80.56017,0.00000,-0.38266 -"15-OCT-2022 09:30","TMN_T8.T8","412","410",0.03413,23.90000,0.00003,0.01220,80.49932,80.56882,0.00000,-0.49147 -"15-OCT-2022 09:30","TMN_TWH1.1","412","160",20.86927,492.27000,0.22543,0.00000,80.49932,80.97586,0.00000,-4.15481 -"15-OCT-2022 09:30","TMU_T1.T1","152","151",14.71193,40.69000,0.02688,0.01660,80.89268,81.23085,0.00000,0.72142 -"15-OCT-2022 09:30","TMU_T2.T2","152","151",14.67021,40.93000,0.02665,0.01660,80.89268,81.23085,0.00000,0.72376 -"15-OCT-2022 09:30","TNG_T11.T11","416","413",9.25296,60.90000,0.01173,0.02660,77.88967,78.26033,0.00000,0.21480 -"15-OCT-2022 09:30","TNG_T12.T12","416","413",9.24206,60.90000,0.01169,0.02660,77.88967,78.26033,0.00000,0.21441 -"15-OCT-2022 09:30","TNG_T2.T2","416","414",0.71516,21.67000,0.00056,0.01220,77.88967,77.95064,0.00000,-0.47550 -"15-OCT-2022 09:30","TNG_T3.T3","416","415",0.71364,21.67000,0.00044,0.00940,77.88967,77.93813,0.00000,-0.36631 -"15-OCT-2022 09:30","TRC_T1.L1","154","157",-8.59924,2000.00000,0.00000,0.00000,80.93596,80.93596,0.00000,0.00000 -"15-OCT-2022 09:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,80.93596,80.93596,0.00000,0.00000 -"15-OCT-2022 09:30","TRC_T1.T1","155","157",-6.40076,2000.00000,0.00000,0.00000,80.93596,80.93596,0.00000,0.00000 -"15-OCT-2022 09:30","TRC_T2.L2","154","156",-8.59924,2000.00000,0.00000,0.00000,80.93596,80.93596,0.00000,0.00000 -"15-OCT-2022 09:30","TRC_T2.M2","153","156",15.00000,2000.00000,0.00000,0.00000,80.93596,80.93596,0.00000,0.00000 -"15-OCT-2022 09:30","TRC_T2.T2","155","156",-6.40076,2000.00000,0.00000,0.00000,80.93596,80.93596,0.00000,0.00000 -"15-OCT-2022 09:30","TRC_TWH1.1","155","159",6.41850,2000.00000,0.00000,0.00000,80.93596,80.93596,0.00000,0.00000 -"15-OCT-2022 09:30","TRC_TWH2.1","155","159",6.38302,9999.00000,0.00000,0.00000,80.93596,80.93596,0.00000,0.00000 -"15-OCT-2022 09:30","TRH_TWC1.1","417","420",4.23200,2000.00000,0.00000,0.00000,79.46010,79.46010,0.00000,0.00000 -"15-OCT-2022 09:30","TRK_T2.L2","805","274",0.00000,12.00000,0.00000,0.00000,76.42529,76.41977,0.00000,0.00000 -"15-OCT-2022 09:30","TRK_T2.M2","275","274",-11.45467,210.10000,0.00240,0.00000,76.42782,76.41977,0.00000,-0.04548 -"15-OCT-2022 09:30","TRK_T2.T2","276","274",11.47378,210.10000,0.00162,0.03500,76.27730,76.41977,0.00000,-0.58182 -"15-OCT-2022 09:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,76.44554,76.41977,0.00000,0.00000 -"15-OCT-2022 09:30","TRK_T3.M3","275","273",-11.45467,210.10000,0.00240,0.00000,76.42782,76.41977,0.00000,-0.04548 -"15-OCT-2022 09:30","TRK_T3.T3","276","273",11.47378,210.10000,0.00162,0.03500,76.27730,76.41977,0.00000,-0.58182 -"15-OCT-2022 09:30","TRK_T4.T4","275","270",5.71575,20.00000,0.00875,0.01200,76.42782,76.61978,0.00000,-0.24619 -"15-OCT-2022 09:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,73.12151,73.12151,0.00000,0.00000 -"15-OCT-2022 09:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,73.12151,73.12151,0.00000,0.00000 -"15-OCT-2022 09:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,73.12151,73.12151,0.00000,0.00000 -"15-OCT-2022 09:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,73.12151,73.12151,0.00000,0.00000 -"15-OCT-2022 09:30","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,73.12151,73.12151,0.00000,0.00000 -"15-OCT-2022 09:30","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,73.12151,73.12151,0.00000,0.00000 -"15-OCT-2022 09:30","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,73.12151,73.12151,0.00000,0.00000 -"15-OCT-2022 09:30","TUK_TWH1.1","158","159",43.06400,2000.00000,0.00000,0.00000,80.93596,80.93596,0.00000,0.00000 -"15-OCT-2022 09:30","TUR_T1.T1","419","418",-24.54200,9999.00000,0.00000,0.00000,79.51766,79.51766,0.00000,0.00000 -"15-OCT-2022 09:30","TWC_T1.T1","421","420",-18.10950,2000.00000,0.00000,0.00000,79.46010,79.46010,0.00000,0.00000 -"15-OCT-2022 09:30","TWC_T2.T2","421","420",-18.10950,2000.00000,0.00000,0.00000,79.46010,79.46010,0.00000,0.00000 -"15-OCT-2022 09:30","TWH_T1.T1","160","159",-2.54871,127.45000,0.00126,0.03920,80.97586,80.93596,0.00000,-1.58742 -"15-OCT-2022 09:30","TWH_T2.T2","160","159",-2.54209,126.66000,0.00125,0.03920,80.97586,80.93596,0.00000,-1.58683 -"15-OCT-2022 09:30","TWZ_T18.T18","679","680",-2.37347,27.40000,0.00111,0.03560,77.24463,77.20838,0.00000,-1.37494 -"15-OCT-2022 09:30","TWZ_T19.T19","679","680",-2.37336,27.40000,0.00111,0.03560,77.24463,77.20838,0.00000,-1.37497 -"15-OCT-2022 09:30","UHT_T1.T1","491","490",9.97090,53.46000,0.01327,0.05150,80.11221,80.37684,0.00000,-1.28361 -"15-OCT-2022 09:30","UHT_T2.T2","491","490",9.97380,53.46000,0.01324,0.04690,80.11221,80.37684,0.00000,-1.09725 -"15-OCT-2022 09:30","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,79.31704,79.31704,0.00000,0.00000 -"15-OCT-2022 09:30","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,79.31704,79.31704,0.00000,0.00000 -"15-OCT-2022 09:30","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,79.31704,79.31704,0.00000,0.00000 -"15-OCT-2022 09:30","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,79.31704,79.31704,0.00000,0.00000 -"15-OCT-2022 09:30","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,79.31704,79.31704,0.00000,0.00000 -"15-OCT-2022 09:30","WAI_T1.T1","277","279",-4.24741,10.00000,0.01369,0.02790,77.38992,76.86218,0.00000,-0.48860 -"15-OCT-2022 09:30","WAI_T2.T2","277","279",-4.28422,12.30000,0.01341,0.03760,77.38992,76.86218,0.00000,-0.84344 -"15-OCT-2022 09:30","WAI_T5.T5","278","277",-0.98373,4.50000,0.00168,0.00410,77.65956,77.38992,0.00000,-0.09172 -"15-OCT-2022 09:30","WDV_T1.T1","425","424",1.08478,4.50000,0.00082,0.00590,79.52902,79.64102,0.00000,-0.20701 -"15-OCT-2022 09:30","WDV_T2.T2","425","424",1.10374,4.50000,0.00085,0.00580,79.52902,79.64102,0.00000,-0.20282 -"15-OCT-2022 09:30","WEL_T1.T1","45","44",12.92491,40.50000,0.02657,0.05010,86.89667,87.21568,0.00000,-1.28162 -"15-OCT-2022 09:30","WEL_T2.T2","46","44",13.11276,39.00000,0.02511,0.03790,86.83943,87.21568,0.00000,-0.28076 -"15-OCT-2022 09:30","WGN_T1.T1","427","426",13.12531,39.60000,0.02442,0.02750,80.49717,80.86850,0.00000,0.33749 -"15-OCT-2022 09:30","WGN_T2.T2","427","426",8.27814,24.01000,0.01468,0.03920,80.49717,80.86850,0.00000,-0.64149 -"15-OCT-2022 09:30","WGN_WVY1.1","427","366",-9.21896,165.05000,0.06326,0.00000,80.49717,79.35379,0.00000,2.72444 -"15-OCT-2022 09:30","WHI_T1.T1","319","313",18.50485,73.29000,0.01915,0.03000,76.53286,76.67470,0.00000,-0.57194 -"15-OCT-2022 09:30","WHI_T2.T2","319","314",22.20681,73.29000,0.02696,0.03000,76.53286,76.67996,0.00000,-0.55056 -"15-OCT-2022 09:30","WHI_T3.T3","319","315",6.66891,67.00000,0.00246,0.03400,76.53286,76.56108,0.00000,-1.30154 -"15-OCT-2022 09:30","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,76.53286,76.53286,0.00000,0.00000 -"15-OCT-2022 09:30","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,76.53286,76.53286,0.00000,0.00000 -"15-OCT-2022 09:30","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,76.53286,76.53286,0.00000,0.00000 -"15-OCT-2022 09:30","WHI_WRK1.1","319","299",-60.65883,582.67000,0.30493,0.00000,76.53286,76.14145,0.00000,0.20271 -"15-OCT-2022 09:30","WHU_T1.T1","162","161",11.95189,103.30000,0.00626,0.02100,83.01724,83.10330,0.00000,-0.61849 -"15-OCT-2022 09:30","WHU_T3.T3","162","161",11.93349,75.49000,0.00547,0.02030,83.01724,83.10330,0.00000,-0.55747 -"15-OCT-2022 09:30","WHU_WKO1.1","162","164",30.21614,123.00000,0.14177,0.00000,83.01724,83.73583,0.00000,4.92093 -"15-OCT-2022 09:30","WHU_WKO2.1","162","164",30.16635,123.00000,0.14158,0.00000,83.01724,83.73583,0.00000,4.91099 -"15-OCT-2022 09:30","WIL_T3.T3","496","493",10.93927,109.95000,0.00226,0.04750,80.07123,80.08774,0.00000,-1.90214 -"15-OCT-2022 09:30","WIL_T5.T5","496","493",10.93974,109.95000,0.00225,0.04750,80.07123,80.08774,0.00000,-1.90203 -"15-OCT-2022 09:30","WIL_T8.L8","812","494",0.00000,72.00000,0.00000,0.00000,80.14132,80.15429,0.00000,0.00000 -"15-OCT-2022 09:30","WIL_T8.M8","495","494",-93.63422,306.20000,0.04007,0.00000,80.20397,80.15429,0.00000,0.71886 -"15-OCT-2022 09:30","WIL_T8.T8","496","494",93.68319,306.20000,0.02253,0.05290,80.07123,80.15429,0.00000,0.86767 -"15-OCT-2022 09:30","WIR_T1.T1","104","103",36.93544,120.03000,0.05003,0.09360,83.03016,83.26309,0.00000,-1.67768 -"15-OCT-2022 09:30","WIR_T2.T2","758","103",20.51309,115.00000,0.03245,0.03850,83.02046,83.26309,0.00000,-0.46534 -"15-OCT-2022 09:30","WKM_T1.T1","288","281",-31.00000,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","WKM_T2.T2","288","282",-31.00000,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","WKM_T3.T3","288","283",-31.00000,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","WKM_T4.T4","288","284",-31.00000,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","WKM_T8.L8","285","286",-7.48200,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","WKM_T8.M8","287","286",54.48422,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","WKM_T8.T8","288","286",-47.00222,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","WKM_T9.T9","288","287",-34.51578,2000.00000,0.00000,0.00000,76.99254,76.99254,0.00000,0.00000 -"15-OCT-2022 09:30","WKM_TIE1.1","288","289",120.22367,1104.00000,0.00476,0.00000,76.99254,77.00318,0.00000,0.45612 -"15-OCT-2022 09:30","WKM_TIE2.1","288","289",121.14168,1104.00000,0.00480,0.00000,76.99254,77.00318,0.00000,0.45960 -"15-OCT-2022 09:30","WKM_WRK1.1","289","299",-234.84140,952.63000,1.06046,0.00000,77.00318,76.14145,0.00000,60.35532 -"15-OCT-2022 09:30","WKO_T1.T1","164","163",8.64046,41.15000,0.01350,0.03230,83.73583,83.97516,0.00000,-0.88909 -"15-OCT-2022 09:30","WKO_T2.T2","164","163",17.90886,54.05000,0.01827,0.02880,83.73583,83.97516,0.00000,0.16674 -"15-OCT-2022 09:30","WPA_T1.T1","291","290",-54.00000,2000.00000,0.00000,0.00000,76.43177,76.43177,0.00000,0.00000 -"15-OCT-2022 09:30","WPP_T1.T1","367","368",-17.45800,9999.00000,0.00000,0.00000,79.35379,79.35379,0.00000,0.00000 -"15-OCT-2022 09:30","WPP_WVY1.1","367","366",17.45800,9999.00000,0.00000,0.00000,79.35379,79.35379,0.00000,0.00000 -"15-OCT-2022 09:30","WPR_T12.T12","557","555",17.64759,110.60000,0.01000,0.04080,84.23238,84.22684,0.00000,-2.18849 -"15-OCT-2022 09:30","WPR_T13.T13","556","555",17.63216,110.60000,0.00999,0.04080,84.23719,84.22684,0.00000,-2.23026 -"15-OCT-2022 09:30","WPR_T3.T3","555","554",5.12574,13.60000,0.01274,0.01000,84.22684,84.68150,0.00000,0.20243 -"15-OCT-2022 09:30","WPW_T1.T1","431","429",7.51041,26.23000,0.01517,0.04000,81.40448,82.22297,0.00000,0.80556 -"15-OCT-2022 09:30","WPW_T2.T2","430","429",9.34800,26.23000,0.01599,0.02850,82.27818,82.22297,0.00000,-2.08701 -"15-OCT-2022 09:30","WPW_T33.T33","429","428",2.74225,10.00000,0.00380,0.00720,82.22297,82.41527,0.00000,-0.18974 -"15-OCT-2022 09:30","WRD_T1.T1","49","47",21.86209,80.00000,0.00000,0.00000,83.43050,83.43427,0.00000,0.04126 -"15-OCT-2022 09:30","WRD_T2.T2","48","779",0.00000,80.00000,0.00000,0.00000,83.42989,83.42989,0.00000,0.00000 -"15-OCT-2022 09:30","WRD_T3.T3","755","47",21.31886,80.00000,0.00000,0.00000,83.43069,83.43427,0.00000,0.03826 -"15-OCT-2022 09:30","WRD_T7.T7","50","47",35.75432,157.64000,0.03787,0.03680,83.27053,83.43427,0.00000,-0.18776 -"15-OCT-2022 09:30","WRK_T1.T1","299","295",-22.23529,2000.00000,0.00000,0.00000,76.14145,76.14145,0.00000,0.00000 -"15-OCT-2022 09:30","WRK_T2.T2","299","296",-9.13043,2000.00000,0.00000,0.00000,76.14145,76.14145,0.00000,0.00000 -"15-OCT-2022 09:30","WRK_T29.T29","299","297",-10.37835,65.26000,0.00896,0.06840,76.14145,75.91817,0.00000,-1.78658 -"15-OCT-2022 09:30","WRK_T3.L3","294","298",19.97954,2000.00000,0.00000,0.00000,76.14145,76.14145,0.00000,0.00000 -"15-OCT-2022 09:30","WRK_T3.M3","293","298",17.88491,2000.00000,0.00000,0.00000,76.14145,76.14145,0.00000,0.00000 -"15-OCT-2022 09:30","WRK_T3.T3","299","298",-37.86445,2000.00000,0.00000,0.00000,76.14145,76.14145,0.00000,0.00000 -"15-OCT-2022 09:30","WRK_T30.T30","297","299",10.10885,67.90000,0.00765,0.07920,75.91817,76.14145,0.00000,-2.17791 -"15-OCT-2022 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10:30","OHK_T1.T1","235","234",-19.75000,2000.00000,0.00000,0.00000,49.50518,49.50518,0.00000,0.00000 -"15-OCT-2022 10:30","OHK_T2.T2","235","233",-19.75000,2000.00000,0.00000,0.00000,49.50518,49.50518,0.00000,0.00000 -"15-OCT-2022 10:30","OHK_T3.T3","235","232",-19.75000,2000.00000,0.00000,0.00000,49.50518,49.50518,0.00000,0.00000 -"15-OCT-2022 10:30","OHK_T4.T4","235","231",-19.75000,2000.00000,0.00000,0.00000,49.50518,49.50518,0.00000,0.00000 -"15-OCT-2022 10:30","OHK_WRK.1","235","299",-34.33474,360.86000,0.06405,0.00000,49.50518,49.70923,0.00000,-5.08833 -"15-OCT-2022 10:30","OHW_OTA1.1","147","84",155.31425,671.00000,1.68742,0.00000,52.90232,53.73894,0.00000,19.62912 -"15-OCT-2022 10:30","OHW_OTA2.1","147","83",154.61947,671.00000,1.67816,0.00000,52.90232,53.73815,0.00000,19.52746 -"15-OCT-2022 10:30","OHW_WKM1.1","147","288",-262.90360,671.00000,7.62604,0.00000,52.90232,50.27988,0.00000,143.00623 -"15-OCT-2022 10:30","OKE_OWH.1","236","251",-26.77955,69.00000,0.09012,0.00000,50.17254,50.23368,0.00000,-3.07936 -"15-OCT-2022 10:30","OKE_TMI.1","236","269",29.59577,77.36000,0.34936,0.00000,50.17254,50.72423,0.00000,-0.69678 -"15-OCT-2022 10:30","OKE_TRK.1","236","275",-2.91404,77.36000,0.00770,0.00000,50.17254,49.90441,0.00000,0.19739 -"15-OCT-2022 10:30","OKI_T1.T1","245","242",-19.50000,2000.00000,0.00000,0.00000,49.59091,49.59091,0.00000,0.00000 -"15-OCT-2022 10:30","OKI_T11.H11","242","243",0.00000,2000.00000,0.00000,0.00000,49.59091,49.59091,0.00000,0.00000 -"15-OCT-2022 10:30","OKI_T11.L11","238","243",0.00000,2000.00000,0.00000,0.00000,49.59091,49.59091,0.00000,0.00000 -"15-OCT-2022 10:30","OKI_T11.M11","240","243",0.00000,2000.00000,0.00000,0.00000,49.59091,49.59091,0.00000,0.00000 -"15-OCT-2022 10:30","OKI_T12.L12","237","244",0.00000,2000.00000,0.00000,0.00000,49.59091,49.59091,0.00000,0.00000 -"15-OCT-2022 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10:30","ONG_T1.T1","149","148",0.08855,19.60000,0.00005,0.03100,51.85823,51.88862,0.00000,-0.80427 -"15-OCT-2022 10:30","OPK_KPI_SFD2.1","322","347",3.17804,79.00000,0.00895,0.00000,52.64325,52.80515,0.00000,0.02091 -"15-OCT-2022 10:30","OPK_KPI_SFD2.2","322","357",1.82196,79.07000,0.00434,0.00000,52.64325,52.75786,0.00000,-0.01018 -"15-OCT-2022 10:30","OPK_KPI_SFD2.3","322","339",-5.00000,2000.00000,0.00000,0.00000,52.64325,52.64325,0.00000,0.00000 -"15-OCT-2022 10:30","OPK_SFD1.1","768","357",-2.73875,79.00000,0.01431,0.00000,53.01047,52.75786,0.00000,-0.03350 -"15-OCT-2022 10:30","OPK_T4.T4","347","346",3.16044,33.87000,0.00320,0.01730,52.80515,52.96120,0.00000,-0.29637 -"15-OCT-2022 10:30","OPK_T5.T5","768","346",2.71579,33.87000,0.00272,0.01730,53.01047,52.96120,0.00000,-0.59710 -"15-OCT-2022 10:30","ORO_WPT1.1","520","815",0.00000,59.65000,0.00000,0.00000,58.35687,58.33821,0.00000,0.00000 -"15-OCT-2022 10:30","ORO_WPT1.2","520","524",2.60100,2000.00000,0.00000,0.00000,58.35687,58.35687,0.00000,0.00000 -"15-OCT-2022 10:30","ORO_WPT2.1","521","816",0.00000,101.24000,0.00000,0.00000,58.43795,58.43795,0.00000,0.00000 -"15-OCT-2022 10:30","ORO_WPT2.2","521","525",2.54300,101.00000,0.00000,0.00000,58.43795,58.43795,0.00000,0.00000 -"15-OCT-2022 10:30","OTA_PAK3.1","84","87",-177.15560,610.00000,0.05423,0.00000,53.73894,53.65776,0.00000,5.73353 -"15-OCT-2022 10:30","OTA_PAK4.1","83","87",-187.80287,1200.00000,0.04936,0.00000,53.73815,53.65776,0.00000,6.22293 -"15-OCT-2022 10:30","OTA_PEN2.1","793","95",0.00000,158.33000,0.00000,0.00000,54.13562,54.18904,0.00000,0.00000 -"15-OCT-2022 10:30","OTA_PEN5.1","83","96",174.97895,492.27000,0.40657,0.00000,53.73815,54.05627,0.00000,16.84321 -"15-OCT-2022 10:30","OTA_PEN6.1","85","96",168.84397,492.00000,0.36486,0.00000,53.75002,54.05627,0.00000,15.99247 -"15-OCT-2022 10:30","OTA_ROS1.1","82","99",21.26377,87.26000,0.12162,0.00000,53.90316,54.42332,0.00000,2.22096 -"15-OCT-2022 10:30","OTA_ROS2.1","82","99",21.48486,87.26000,0.12331,0.00000,53.90316,54.42332,0.00000,2.23228 -"15-OCT-2022 10:30","OTA_SWN.1","84","43",202.31877,915.00000,0.17672,0.00000,53.73894,53.82512,0.00000,3.96215 -"15-OCT-2022 10:30","OTA_T13.T13","84","79",16.99926,91.96000,0.01811,0.01730,53.73894,53.88312,0.00000,0.27134 -"15-OCT-2022 10:30","OTA_T14.T14","84","79",16.99926,91.96000,0.01811,0.01730,53.73894,53.88312,0.00000,0.27134 -"15-OCT-2022 10:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,53.88716,53.86904,0.00000,0.00000 -"15-OCT-2022 10:30","OTA_T3.M3","82","81",-74.15189,337.70000,0.02922,0.00000,53.90316,53.86904,0.00000,0.47747 -"15-OCT-2022 10:30","OTA_T3.T3","84","81",74.19344,337.70000,0.01740,0.04830,53.73894,53.86904,0.00000,3.05652 -"15-OCT-2022 10:30","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,53.85736,53.87007,0.00000,0.00000 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10:30","OWH_T1.T1","251","250",4.19483,36.21000,0.00257,0.00910,50.23368,50.26430,0.00000,-0.22898 -"15-OCT-2022 10:30","OWH_T2.T2","251","250",4.19439,35.90000,0.00254,0.00910,50.23368,50.26430,0.00000,-0.22843 -"15-OCT-2022 10:30","PAK_T1.T1","87","86",26.28669,140.75000,0.02069,0.04370,53.65776,53.76152,0.00000,-0.36698 -"15-OCT-2022 10:30","PAK_T2.T2","87","86",26.29018,140.75000,0.02056,0.04370,53.65776,53.76152,0.00000,-0.36341 -"15-OCT-2022 10:30","PAK_T3.T3","87","86",26.30425,140.80000,0.02033,0.04370,53.65776,53.76152,0.00000,-0.35654 -"15-OCT-2022 10:30","PAK_WKM1.1","61","87",222.00322,808.21000,0.10879,0.00000,53.55657,53.65776,0.00000,8.31340 -"15-OCT-2022 10:30","PAK_WKM1.2","61","289",-224.89751,1212.12000,2.89429,0.00000,53.55657,50.28667,0.00000,290.19174 -"15-OCT-2022 10:30","PAK_WKM2.1","62","87",222.12060,808.21000,0.10989,0.00000,53.55687,53.65776,0.00000,8.25712 -"15-OCT-2022 10:30","PAK_WKM2.2","62","289",-225.01826,1212.12000,2.89766,0.00000,53.55687,50.28667,0.00000,290.33176 -"15-OCT-2022 10:30","PEN_R862.1","96","757",88.25629,2000.00000,0.00000,0.00000,54.05627,54.22793,0.00000,7.57507 -"15-OCT-2022 10:30","PEN_T11.T11","96","92",60.75903,235.40000,0.18317,0.05600,54.05627,54.24635,0.00000,-0.71249 -"15-OCT-2022 10:30","PEN_T21.T21","90","92",-9.76565,45.23000,0.00894,0.00450,54.35501,54.24635,0.00000,0.16531 -"15-OCT-2022 10:30","PEN_T23.T23","90","92",-9.43109,45.25000,0.00930,0.00450,54.35501,54.24635,0.00000,0.13747 -"15-OCT-2022 10:30","PEN_T5.T5","96","91",1.84924,48.75000,0.00119,0.01210,54.05627,54.09099,0.00000,-0.32725 -"15-OCT-2022 10:30","PEN_T6.L6","794","94",0.00000,74.50000,0.00000,0.00000,54.13746,54.14803,0.00000,0.00000 -"15-OCT-2022 10:30","PEN_T6.M6","95","94",-75.08015,310.30000,0.03401,0.00000,54.18904,54.14803,0.00000,0.61814 -"15-OCT-2022 10:30","PEN_T6.T6","96","94",75.11941,310.30000,0.01596,0.04660,54.05627,54.14803,0.00000,1.75284 -"15-OCT-2022 10:30","PEN_T7.T7","96","92",56.38747,252.30000,0.07094,0.05140,54.05627,54.24635,0.00000,2.04078 -"15-OCT-2022 10:30","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,54.05627,54.08939,0.00000,-3.34813 -"15-OCT-2022 10:30","PEN_T9.T9","96","92",60.41125,209.05000,0.09781,0.12380,54.05627,54.24635,0.00000,-0.26932 -"15-OCT-2022 10:30","PNI_T1.T1","481","480",4.96887,23.80000,0.00981,0.03880,52.93564,53.14420,0.00000,-0.77347 -"15-OCT-2022 10:30","PNI_T2.T2","482","480",4.96724,29.00000,0.00626,0.01130,52.93731,53.14420,0.00000,0.04736 -"15-OCT-2022 10:30","PNI_TKR1.1","481","489",-4.99230,78.00000,0.00403,0.00000,52.93564,52.89369,0.00000,-0.00196 -"15-OCT-2022 10:30","PNI_TKR2.1","482","489",-4.97692,78.00000,0.00403,0.00000,52.93731,52.89369,0.00000,0.00196 -"15-OCT-2022 10:30","PPI_T1.T1","253","252",-34.00000,2000.00000,0.00000,0.00000,49.74185,49.74185,0.00000,0.00000 -"15-OCT-2022 10:30","PPI_THI1.1","253","267",34.00000,298.00000,0.00237,0.00000,49.74185,49.74531,0.00000,0.00000 -"15-OCT-2022 10:30","PRM_T1.T1","484","483",19.01447,140.75000,0.00775,0.03440,52.72699,52.74851,0.00000,-0.90705 -"15-OCT-2022 10:30","PRM_T2.T2","485","483",18.97238,140.75000,0.00770,0.03440,52.72711,52.74851,0.00000,-0.90750 -"15-OCT-2022 10:30","PRU_T1.T1","673","672",-10.50000,2000.00000,0.00000,0.00000,52.14944,52.14944,0.00000,0.00000 -"15-OCT-2022 10:30","PTA_T1.T1","349","348",-31.00000,2000.00000,0.00000,0.00000,52.64885,52.64885,0.00000,0.00000 -"15-OCT-2022 10:30","RDF_T1.T1","303","302",22.87212,140.75000,0.01419,0.04500,50.04010,50.15946,0.00000,-0.11941 -"15-OCT-2022 10:30","RDF_T2.T2","303","302",22.20524,140.75000,0.01837,0.03260,50.04010,50.15946,0.00000,0.04690 -"15-OCT-2022 10:30","RDF_T3.T3","304","303",2.22647,104.00000,0.00105,0.03900,50.01640,50.04010,0.00000,-0.97578 -"15-OCT-2022 10:30","RDF_T4.T4","304","303",2.22647,104.00000,0.00105,0.03900,50.01640,50.04010,0.00000,-0.97578 -"15-OCT-2022 10:30","RDF_TUI1.1","303","312",-20.36023,69.81000,0.60412,0.00000,50.04010,47.69541,0.00000,8.75405 -"15-OCT-2022 10:30","RDF_TUI2.1","303","312",-20.36144,69.81000,0.60415,0.00000,50.04010,47.69541,0.00000,8.75484 -"15-OCT-2022 10:30","RDF_WHI1.1","304","319",-10.60115,583.00000,0.01076,0.00000,50.01640,49.96476,0.00000,0.00467 -"15-OCT-2022 10:30","RDF_WRK.1","304","299",-50.62932,582.67000,0.31621,0.00000,50.01640,49.70923,0.00000,-0.13211 -"15-OCT-2022 10:30","RDF_WTU1.1","304","766",28.20030,346.76000,0.01337,0.00000,50.01640,50.04011,0.00000,-0.00030 -"15-OCT-2022 10:30","RDF_WTU2.1","304","321",28.21126,347.00000,0.01339,0.00000,50.01640,50.04017,0.00000,0.00030 -"15-OCT-2022 10:30","RKA_T1.T1","255","764",-31.00000,2000.00000,0.00000,0.00000,49.56346,49.56346,0.00000,0.00000 -"15-OCT-2022 10:30","RKA_WRK1.1","255","297",15.50000,2000.00000,0.00000,0.00000,49.56346,49.56346,0.00000,0.00000 -"15-OCT-2022 10:30","RKA_WRK2.1","255","297",15.50000,9999.00000,0.00000,0.00000,49.56346,49.56346,0.00000,0.00000 -"15-OCT-2022 10:30","ROS_T2.T2","99","98",17.89315,81.09000,0.02431,0.01800,54.42332,54.55662,0.00000,0.03854 -"15-OCT-2022 10:30","ROS_T3.T3","99","98",20.56823,94.12000,0.01828,0.02680,54.42332,54.55662,0.00000,0.14109 -"15-OCT-2022 10:30","ROS_T4.T4","99","98",17.89021,83.90000,0.02460,0.01800,54.42332,54.55662,0.00000,0.03024 -"15-OCT-2022 10:30","ROT_T2.T2","765","257",17.75897,66.12000,0.03794,0.01560,50.00032,50.28552,0.00000,1.18620 -"15-OCT-2022 10:30","ROT_T3.T3","765","256",8.54328,36.40000,0.01068,0.01580,50.00032,50.22226,0.00000,0.28307 -"15-OCT-2022 10:30","ROT_T4.T4","258","256",7.15868,36.40000,0.00748,0.01580,50.20377,50.22226,0.00000,-0.51835 -"15-OCT-2022 10:30","ROT_T5.T5","258","257",14.71945,66.12000,0.02688,0.01560,50.20377,50.28552,0.00000,-0.46642 -"15-OCT-2022 10:30","ROT_TRK1.1","258","275",-21.97942,77.36000,0.08560,0.00000,50.20377,49.90441,0.00000,1.14119 -"15-OCT-2022 10:30","ROT_TRK2.1","765","275",-1.31991,77.36000,0.00196,0.00000,50.00032,49.90441,0.00000,0.01441 -"15-OCT-2022 10:30","ROT_WHE1.1","765","280",-25.00000,2000.00000,0.00000,0.00000,50.00032,50.00032,0.00000,0.00000 -"15-OCT-2022 10:30","ROX_T1.T1","747","744",-24.00000,2000.00000,0.00000,0.00000,52.19363,52.19363,0.00000,0.00000 -"15-OCT-2022 10:30","ROX_T10.L10","835","745",0.00000,10.65000,0.00000,0.00000,51.86708,51.87081,0.00000,0.00000 -"15-OCT-2022 10:30","ROX_T10.M10","746","745",-17.19694,196.30000,0.00396,0.00000,51.90933,51.87081,0.00000,0.22847 -"15-OCT-2022 10:30","ROX_T10.T10","747","745",17.21499,196.30000,0.00150,0.03310,52.19363,51.87081,0.00000,-3.67607 -"15-OCT-2022 10:30","ROX_T2.T2","747","743",-24.00000,2000.00000,0.00000,0.00000,52.19363,52.19363,0.00000,0.00000 -"15-OCT-2022 10:30","ROX_T3.T3","747","742",-24.00000,2000.00000,0.00000,0.00000,52.19363,52.19363,0.00000,0.00000 -"15-OCT-2022 10:30","ROX_T4.T4","747","741",-24.00000,2000.00000,0.00000,0.00000,52.19363,52.19363,0.00000,0.00000 -"15-OCT-2022 10:30","ROX_T5.T5","747","740",-24.00000,2000.00000,0.00000,0.00000,52.19363,52.19363,0.00000,0.00000 -"15-OCT-2022 10:30","ROX_T6.T6","746","739",-13.33667,2000.00000,0.00000,0.00000,51.90933,51.90933,0.00000,0.00000 -"15-OCT-2022 10:30","ROX_T7.T7","746","738",-13.33667,2000.00000,0.00000,0.00000,51.90933,51.90933,0.00000,0.00000 -"15-OCT-2022 10:30","ROX_T8.T8","746","737",-13.33667,2000.00000,0.00000,0.00000,51.90933,51.90933,0.00000,0.00000 -"15-OCT-2022 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10:30","SDN_T2.T2","749","748",15.77560,108.37000,0.00766,0.04250,53.37213,53.49031,0.00000,-0.40936 -"15-OCT-2022 10:30","SDN_TMH.1","749","750",-35.61598,370.00000,0.01708,0.00000,53.37213,53.32829,0.00000,0.32501 -"15-OCT-2022 10:30","SFD_SPL.1","358","360",0.00000,2000.00000,0.00000,0.00000,52.68650,52.68650,0.00000,0.00000 -"15-OCT-2022 10:30","SFD_T10.L10","809","355",0.00000,85.80000,0.00000,0.00000,52.72674,52.70520,0.00000,0.00000 -"15-OCT-2022 10:30","SFD_T10.M10","357","355",-26.32190,143.00000,0.01060,0.00000,52.75786,52.70520,0.00000,0.41353 -"15-OCT-2022 10:30","SFD_T10.T10","358","355",26.38002,166.50000,0.00292,0.11040,52.68650,52.70520,0.00000,-2.73971 -"15-OCT-2022 10:30","SFD_T21.T21","358","352",0.00000,2000.00000,0.00000,0.00000,52.68650,52.68650,0.00000,0.00000 -"15-OCT-2022 10:30","SFD_T22.T22","358","353",0.00000,2000.00000,0.00000,0.00000,52.68650,52.68650,0.00000,0.00000 -"15-OCT-2022 10:30","SFD_T6.T6","357","354",6.48538,55.02000,0.00318,0.01790,52.75786,52.78383,0.00000,-0.47209 -"15-OCT-2022 10:30","SFD_T8.T8","357","354",6.47789,55.02000,0.00320,0.01790,52.75786,52.78383,0.00000,-0.47274 -"15-OCT-2022 10:30","SFD_T9.L9","808","356",0.00000,57.40000,0.00000,0.00000,52.74029,52.75437,0.00000,0.00000 -"15-OCT-2022 10:30","SFD_T9.M9","357","356",-24.08124,249.56000,0.00365,0.00000,52.75786,52.75437,0.00000,-0.05428 -"15-OCT-2022 10:30","SFD_T9.T9","358","356",24.10032,286.90000,0.00188,0.03440,52.68650,52.75437,0.00000,-0.13916 -"15-OCT-2022 10:30","SFD_TMN1.1","358","412",12.94156,492.31000,0.10564,0.00000,52.68650,52.79548,0.00000,-2.08348 -"15-OCT-2022 10:30","SPL_T10.T10","360","359",0.00000,2000.00000,0.00000,0.00000,52.68650,52.68650,0.00000,0.00000 -"15-OCT-2022 10:30","STK_T10.T10","535","529",39.14967,140.75000,0.04753,0.03300,57.92077,58.03941,0.00000,-0.01458 -"15-OCT-2022 10:30","STK_T3.L3","817","532",0.00000,22.50000,0.00000,0.00000,58.04825,58.01332,0.00000,0.00000 -"15-OCT-2022 10:30","STK_T3.M3","530","532",-1.71764,60.00000,0.00057,0.00000,58.03290,58.01332,0.00000,0.00014 -"15-OCT-2022 10:30","STK_T3.T3","534","532",1.72369,60.00000,0.00004,0.01200,58.01427,58.01332,0.00000,-0.35019 -"15-OCT-2022 10:30","STK_T4.L4","818","533",0.00000,22.50000,0.00000,0.00000,58.05315,58.01821,0.00000,0.00000 -"15-OCT-2022 10:30","STK_T4.M4","530","533",-1.71737,43.83000,0.00044,0.00000,58.03290,58.01821,0.00000,-0.00014 -"15-OCT-2022 10:30","STK_T4.T4","534","533",1.72342,60.00000,0.00004,0.01200,58.01427,58.01821,0.00000,-0.34600 -"15-OCT-2022 10:30","STK_T6.T6","535","529",39.09727,140.75000,0.04841,0.03300,57.92077,58.03941,0.00000,-0.04326 -"15-OCT-2022 10:30","STK_T7.L7","819","531",0.00000,50.20000,0.00000,0.00000,58.02373,58.00779,0.00000,0.00000 -"15-OCT-2022 10:30","STK_T7.M7","534","531",-25.03049,188.20000,0.00532,0.00000,58.01427,58.00779,0.00000,-0.07327 -"15-OCT-2022 10:30","STK_T7.T7","535","531",25.05266,188.20000,0.00047,0.04340,57.92077,58.00779,0.00000,-0.18230 -"15-OCT-2022 10:30","STU_T5.T5","674","675",-4.96155,11.85000,0.01839,0.03840,54.29869,53.90725,0.00000,-0.57081 -"15-OCT-2022 10:30","STU_T6.T6","674","675",-4.97792,11.85000,0.01868,0.03840,54.29869,53.90725,0.00000,-0.57531 -"15-OCT-2022 10:30","STU_TIM.1","675","575",-10.07648,58.87000,0.09861,0.00000,53.90725,52.40042,0.00000,4.93379 -"15-OCT-2022 10:30","SVL_T1.T1","39","38",24.72445,131.90000,0.02242,0.03920,54.33291,54.44153,0.00000,-0.33444 -"15-OCT-2022 10:30","SVL_T2.T2","40","38",23.15164,141.75000,0.01262,0.04890,54.33476,54.44153,0.00000,-0.43868 -"15-OCT-2022 10:30","SWN_T1A.T1A","43","41",0.00000,2000.00000,0.00000,0.00000,53.82512,53.82512,0.00000,0.00000 -"15-OCT-2022 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10:30","TGA_T1.T1","264","262",6.92285,36.03000,0.00861,0.01590,50.47352,50.62963,0.00000,-0.08019 -"15-OCT-2022 10:30","TGA_T2.T2","264","262",6.91515,38.40000,0.00849,0.01590,50.47352,50.62963,0.00000,-0.07768 -"15-OCT-2022 10:30","TGA_T3.T3","264","263",10.48408,108.40000,0.00744,0.02430,50.47352,50.49991,0.00000,-0.66295 -"15-OCT-2022 10:30","TGA_T4.T4","264","263",12.96123,108.40000,0.00482,0.02980,50.47352,50.49991,0.00000,-0.70307 -"15-OCT-2022 10:30","THI_T1.T1","267","265",-79.00000,2000.00000,0.00000,0.00000,49.74531,49.74531,0.00000,0.00000 -"15-OCT-2022 10:30","THI_T2.T2","267","266",-84.00000,2000.00000,0.00000,0.00000,49.74531,49.74531,0.00000,0.00000 -"15-OCT-2022 10:30","THI_WKM1.1","267","288",261.40995,993.60000,1.10508,0.00000,49.74531,50.27988,0.00000,42.08938 -"15-OCT-2022 10:30","THI_WRK1.1","267","299",-64.42833,994.00000,0.01601,0.00000,49.74531,49.70923,0.00000,0.76413 -"15-OCT-2022 10:30","TIM_T3.T3","575","824",0.00675,46.92000,0.00000,0.01350,52.40042,52.43459,0.00000,-0.35393 -"15-OCT-2022 10:30","TIM_T4.T4","575","573",19.80678,47.04000,0.04788,0.01350,52.40042,52.65023,0.00000,0.85825 -"15-OCT-2022 10:30","TIM_T5.L5","825","576",0.00000,85.60000,0.00000,0.00000,52.36225,52.37429,0.00000,0.00000 -"15-OCT-2022 10:30","TIM_T5.M5","575","576",-41.94693,247.91000,0.00718,0.00000,52.40042,52.37429,0.00000,0.35998 -"15-OCT-2022 10:30","TIM_T5.T5","577","576",41.97010,356.90000,0.00347,0.03940,52.36949,52.37429,0.00000,-1.02200 -"15-OCT-2022 10:30","TIM_T6.T6","575","573",19.77227,46.92000,0.04967,0.01350,52.40042,52.65023,0.00000,0.80663 -"15-OCT-2022 10:30","TIM_T8A.T8A","578","575",14.57043,127.00000,0.00871,0.01850,52.36977,52.40042,0.00000,-0.48970 -"15-OCT-2022 10:30","TIM_T8B.T8B","578","575",14.45953,127.20000,0.00873,0.01850,52.36977,52.40042,0.00000,-0.49201 -"15-OCT-2022 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10:30","TKB_TWZ.1","678","680",-74.14137,609.68000,0.11514,0.00000,51.37336,51.29773,0.00000,-0.15357 -"15-OCT-2022 10:30","TKR_T1.T1","489","488",28.70001,115.50000,0.06205,0.02260,52.89369,53.10130,0.00000,0.73160 -"15-OCT-2022 10:30","TKR_T2.T2","489","488",28.81399,115.50000,0.06235,0.02260,52.89369,53.10130,0.00000,0.73570 -"15-OCT-2022 10:30","TKR_WIL1.1","489","495",8.52301,312.62000,0.01752,0.00000,52.89369,52.98613,0.00000,-0.07017 -"15-OCT-2022 10:30","TKR_WIL2.1","489","495",8.48651,312.65000,0.01747,0.00000,52.89369,52.98613,0.00000,-0.07045 -"15-OCT-2022 10:30","TKU_T1.T1","409","404",-35.25000,2000.00000,0.00000,0.00000,50.36527,50.36527,0.00000,0.00000 -"15-OCT-2022 10:30","TKU_T2.T2","409","405",-35.25000,2000.00000,0.00000,0.00000,50.36527,50.36527,0.00000,0.00000 -"15-OCT-2022 10:30","TKU_T21.T21","408","409",-6.01272,26.40000,0.00977,0.02590,50.52569,50.36527,0.00000,-0.41875 -"15-OCT-2022 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10:30","TNG_T3.T3","416","415",0.27387,21.67000,0.00017,0.00940,50.67448,50.70600,0.00000,-0.23832 -"15-OCT-2022 10:30","TRC_T1.L1","154","157",-8.14557,2000.00000,0.00000,0.00000,52.97372,52.97372,0.00000,0.00000 -"15-OCT-2022 10:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,52.97372,52.97372,0.00000,0.00000 -"15-OCT-2022 10:30","TRC_T1.T1","155","157",-6.85443,2000.00000,0.00000,0.00000,52.97372,52.97372,0.00000,0.00000 -"15-OCT-2022 10:30","TRC_T2.L2","154","156",-8.14557,2000.00000,0.00000,0.00000,52.97372,52.97372,0.00000,0.00000 -"15-OCT-2022 10:30","TRC_T2.M2","153","156",15.00000,2000.00000,0.00000,0.00000,52.97372,52.97372,0.00000,0.00000 -"15-OCT-2022 10:30","TRC_T2.T2","155","156",-6.85443,2000.00000,0.00000,0.00000,52.97372,52.97372,0.00000,0.00000 -"15-OCT-2022 10:30","TRC_TWH1.1","155","159",6.87343,2000.00000,0.00000,0.00000,52.97372,52.97372,0.00000,0.00000 -"15-OCT-2022 10:30","TRC_TWH2.1","155","159",6.83544,9999.00000,0.00000,0.00000,52.97372,52.97372,0.00000,0.00000 -"15-OCT-2022 10:30","TRH_TWC1.1","417","420",2.36800,2000.00000,0.00000,0.00000,52.43292,52.43292,0.00000,0.00000 -"15-OCT-2022 10:30","TRK_T2.L2","805","274",0.00000,12.00000,0.00000,0.00000,49.90276,49.89915,0.00000,0.00000 -"15-OCT-2022 10:30","TRK_T2.M2","275","274",-10.80140,210.10000,0.00226,0.00000,49.90441,49.89915,0.00000,-0.02799 -"15-OCT-2022 10:30","TRK_T2.T2","276","274",10.82043,210.10000,0.00152,0.03500,49.80617,49.89915,0.00000,-0.40820 -"15-OCT-2022 10:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,49.91598,49.89915,0.00000,0.00000 -"15-OCT-2022 10:30","TRK_T3.M3","275","273",-10.80140,210.10000,0.00226,0.00000,49.90441,49.89915,0.00000,-0.02799 -"15-OCT-2022 10:30","TRK_T3.T3","276","273",10.82043,210.10000,0.00152,0.03500,49.80617,49.89915,0.00000,-0.40820 -"15-OCT-2022 10:30","TRK_T4.T4","275","270",5.40697,20.00000,0.00797,0.01200,49.90441,50.02976,0.00000,-0.16075 -"15-OCT-2022 10:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,47.69541,47.69541,0.00000,0.00000 -"15-OCT-2022 10:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,47.69541,47.69541,0.00000,0.00000 -"15-OCT-2022 10:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,47.69541,47.69541,0.00000,0.00000 -"15-OCT-2022 10:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,47.69541,47.69541,0.00000,0.00000 -"15-OCT-2022 10:30","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,47.69541,47.69541,0.00000,0.00000 -"15-OCT-2022 10:30","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,47.69541,47.69541,0.00000,0.00000 -"15-OCT-2022 10:30","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,47.69541,47.69541,0.00000,0.00000 -"15-OCT-2022 10:30","TUK_TWH1.1","158","159",28.66900,2000.00000,0.00000,0.00000,52.97372,52.97372,0.00000,0.00000 -"15-OCT-2022 10:30","TUR_T1.T1","419","418",-36.94700,9999.00000,0.00000,0.00000,52.47571,52.47571,0.00000,0.00000 -"15-OCT-2022 10:30","TWC_T1.T1","421","420",-14.81850,2000.00000,0.00000,0.00000,52.43292,52.43292,0.00000,0.00000 -"15-OCT-2022 10:30","TWC_T2.T2","421","420",-14.81850,2000.00000,0.00000,0.00000,52.43292,52.43292,0.00000,0.00000 -"15-OCT-2022 10:30","TWH_T1.T1","160","159",2.86533,135.94000,0.00151,0.03920,52.94579,52.97372,0.00000,-1.03839 -"15-OCT-2022 10:30","TWH_T2.T2","160","159",2.85789,135.94000,0.00150,0.03920,52.94579,52.97372,0.00000,-1.03818 -"15-OCT-2022 10:30","TWZ_T18.T18","679","680",-2.30294,27.40000,0.00108,0.03560,51.32181,51.29773,0.00000,-0.91352 -"15-OCT-2022 10:30","TWZ_T19.T19","679","680",-2.30283,27.40000,0.00108,0.03560,51.32181,51.29773,0.00000,-0.91354 -"15-OCT-2022 10:30","UHT_T1.T1","491","490",9.58970,53.46000,0.01201,0.05150,52.92818,53.10301,0.00000,-0.84801 -"15-OCT-2022 10:30","UHT_T2.T2","491","490",9.59249,53.46000,0.01199,0.04690,52.92818,53.10301,0.00000,-0.72497 -"15-OCT-2022 10:30","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,52.64885,52.64885,0.00000,0.00000 -"15-OCT-2022 10:30","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,52.64885,52.64885,0.00000,0.00000 -"15-OCT-2022 10:30","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,52.64885,52.64885,0.00000,0.00000 -"15-OCT-2022 10:30","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,52.64885,52.64885,0.00000,0.00000 -"15-OCT-2022 10:30","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,52.64885,52.64885,0.00000,0.00000 -"15-OCT-2022 10:30","WAI_T1.T1","277","279",-3.89442,10.00000,0.01152,0.02790,49.61417,49.35623,0.00000,-0.47556 -"15-OCT-2022 10:30","WAI_T2.T2","277","279",-3.92816,12.30000,0.01087,0.03760,49.61417,49.35623,0.00000,-0.69588 -"15-OCT-2022 10:30","WAI_T5.T5","278","277",-0.88539,4.50000,0.00134,0.00410,49.78703,49.61417,0.00000,-0.05880 -"15-OCT-2022 10:30","WDV_T1.T1","425","424",0.99196,4.50000,0.00069,0.00590,52.58064,52.65469,0.00000,-0.13686 -"15-OCT-2022 10:30","WDV_T2.T2","425","424",1.00930,4.50000,0.00071,0.00580,52.58064,52.65469,0.00000,-0.13411 -"15-OCT-2022 10:30","WEL_T1.T1","45","44",11.66805,40.50000,0.02260,0.05010,55.75355,55.91872,0.00000,-1.06909 -"15-OCT-2022 10:30","WEL_T2.T2","46","44",11.82603,39.00000,0.02047,0.03790,55.75466,55.91872,0.00000,-0.66204 -"15-OCT-2022 10:30","WGN_T1.T1","427","426",12.70708,39.60000,0.02255,0.02750,53.03574,53.21275,0.00000,-0.20706 -"15-OCT-2022 10:30","WGN_T2.T2","427","426",8.01436,24.01000,0.01354,0.03920,53.03574,53.21275,0.00000,-0.69400 -"15-OCT-2022 10:30","WGN_WVY1.1","427","366",-9.24240,165.05000,0.06342,0.00000,53.03574,52.50491,0.00000,0.77138 -"15-OCT-2022 10:30","WHI_T1.T1","319","313",18.46063,73.29000,0.01907,0.03000,49.96476,50.05736,0.00000,-0.37339 -"15-OCT-2022 10:30","WHI_T2.T2","319","314",22.15373,73.29000,0.02686,0.03000,49.96476,50.06080,0.00000,-0.35944 -"15-OCT-2022 10:30","WHI_T3.T3","319","315",6.65301,67.00000,0.00245,0.03400,49.96476,49.98318,0.00000,-0.84971 -"15-OCT-2022 10:30","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,49.96476,49.96476,0.00000,0.00000 -"15-OCT-2022 10:30","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,49.96476,49.96476,0.00000,0.00000 -"15-OCT-2022 10:30","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,49.96476,49.96476,0.00000,0.00000 -"15-OCT-2022 10:30","WHI_WRK1.1","319","299",-58.40915,582.67000,0.29362,0.00000,49.96476,49.70923,0.00000,0.12743 -"15-OCT-2022 10:30","WHU_T1.T1","162","161",11.13442,103.30000,0.00583,0.02100,53.59971,53.65527,0.00000,-0.41054 -"15-OCT-2022 10:30","WHU_T3.T3","162","161",11.11727,75.49000,0.00421,0.02030,53.59971,53.65527,0.00000,-0.34871 -"15-OCT-2022 10:30","WHU_WKO1.1","162","164",28.28433,123.00000,0.12521,0.00000,53.59971,54.06366,0.00000,3.17680 -"15-OCT-2022 10:30","WHU_WKO2.1","162","164",28.23773,123.00000,0.12501,0.00000,53.59971,54.06366,0.00000,3.17113 -"15-OCT-2022 10:30","WIL_T3.T3","496","493",10.06911,109.95000,0.00208,0.04750,52.89656,52.90747,0.00000,-1.25658 -"15-OCT-2022 10:30","WIL_T5.T5","496","493",10.06955,109.95000,0.00208,0.04750,52.89656,52.90747,0.00000,-1.25652 -"15-OCT-2022 10:30","WIL_T8.L8","812","494",0.00000,72.00000,0.00000,0.00000,52.94492,52.95348,0.00000,0.00000 -"15-OCT-2022 10:30","WIL_T8.M8","495","494",-93.15075,306.20000,0.03975,0.00000,52.98613,52.95348,0.00000,0.46786 -"15-OCT-2022 10:30","WIL_T8.T8","496","494",93.19954,306.20000,0.02235,0.05290,52.89656,52.95348,0.00000,0.66028 -"15-OCT-2022 10:30","WIR_T1.T1","104","103",37.42278,120.03000,0.05106,0.09360,54.16229,54.31411,0.00000,-1.08792 -"15-OCT-2022 10:30","WIR_T2.T2","758","103",20.78492,115.00000,0.03360,0.03850,54.15558,54.31411,0.00000,-0.31043 -"15-OCT-2022 10:30","WKM_T1.T1","288","281",-31.00000,2000.00000,0.00000,0.00000,50.27988,50.27988,0.00000,0.00000 -"15-OCT-2022 10:30","WKM_T2.T2","288","282",-31.00000,2000.00000,0.00000,0.00000,50.27988,50.27988,0.00000,0.00000 -"15-OCT-2022 10:30","WKM_T3.T3","288","283",-31.00000,2000.00000,0.00000,0.00000,50.27988,50.27988,0.00000,0.00000 -"15-OCT-2022 10:30","WKM_T4.T4","288","284",-31.00000,2000.00000,0.00000,0.00000,50.27988,50.27988,0.00000,0.00000 -"15-OCT-2022 10:30","WKM_T8.L8","285","286",-6.57300,2000.00000,0.00000,0.00000,50.27988,50.27988,0.00000,0.00000 -"15-OCT-2022 10:30","WKM_T8.M8","287","286",53.47253,2000.00000,0.00000,0.00000,50.27988,50.27988,0.00000,0.00000 -"15-OCT-2022 10:30","WKM_T8.T8","288","286",-46.89953,2000.00000,0.00000,0.00000,50.27988,50.27988,0.00000,0.00000 -"15-OCT-2022 10:30","WKM_T9.T9","288","287",-34.52747,2000.00000,0.00000,0.00000,50.27988,50.27988,0.00000,0.00000 -"15-OCT-2022 10:30","WKM_TIE1.1","288","289",108.53249,1104.00000,0.00430,0.00000,50.27988,50.28667,0.00000,0.26034 -"15-OCT-2022 10:30","WKM_TIE2.1","288","289",109.36123,1104.00000,0.00433,0.00000,50.27988,50.28667,0.00000,0.26233 -"15-OCT-2022 10:30","WKM_WRK1.1","289","299",-233.07662,952.63000,1.04594,0.00000,50.28667,49.70923,0.00000,40.99589 -"15-OCT-2022 10:30","WKO_T1.T1","164","163",8.31024,41.15000,0.01240,0.03230,54.06366,54.17670,0.00000,-0.74124 -"15-OCT-2022 10:30","WKO_T2.T2","164","163",17.22442,54.05000,0.01671,0.02880,54.06366,54.17670,0.00000,-0.25918 -"15-OCT-2022 10:30","WPA_T1.T1","291","290",-54.00000,2000.00000,0.00000,0.00000,49.91368,49.91368,0.00000,0.00000 -"15-OCT-2022 10:30","WPP_T1.T1","367","368",-13.80000,9999.00000,0.00000,0.00000,52.50491,52.50491,0.00000,0.00000 -"15-OCT-2022 10:30","WPP_WVY1.1","367","366",13.80000,9999.00000,0.00000,0.00000,52.50491,52.50491,0.00000,0.00000 -"15-OCT-2022 10:30","WPR_T12.T12","557","555",16.48065,110.60000,0.00782,0.04080,55.11015,55.10361,0.00000,-1.39351 -"15-OCT-2022 10:30","WPR_T13.T13","556","555",16.46632,110.60000,0.00781,0.04080,55.11329,55.10361,0.00000,-1.41897 -"15-OCT-2022 10:30","WPR_T3.T3","555","554",4.65119,13.60000,0.01019,0.01000,55.10361,55.40106,0.00000,0.13243 -"15-OCT-2022 10:30","WPW_T1.T1","431","429",7.19809,26.23000,0.01414,0.04000,53.82060,54.36174,0.00000,0.47613 -"15-OCT-2022 10:30","WPW_T2.T2","430","429",8.96250,26.23000,0.01446,0.02850,54.39825,54.36174,0.00000,-1.33131 -"15-OCT-2022 10:30","WPW_T33.T33","429","428",2.62872,10.00000,0.00354,0.00720,54.36174,54.48888,0.00000,-0.12545 -"15-OCT-2022 10:30","WRD_T1.T1","49","47",21.16642,80.00000,0.00000,0.00000,54.37464,54.37867,0.00000,0.04267 -"15-OCT-2022 10:30","WRD_T2.T2","48","779",0.00000,80.00000,0.00000,0.00000,54.37399,54.37399,0.00000,0.00000 -"15-OCT-2022 10:30","WRD_T3.T3","755","47",20.64047,80.00000,0.00000,0.00000,54.37484,54.37867,0.00000,0.03956 -"15-OCT-2022 10:30","WRD_T7.T7","50","47",34.47872,157.64000,0.03522,0.03680,54.27599,54.37867,0.00000,-0.18786 -"15-OCT-2022 10:30","WRK_T1.T1","299","295",-22.23529,2000.00000,0.00000,0.00000,49.70923,49.70923,0.00000,0.00000 -"15-OCT-2022 10:30","WRK_T2.T2","299","296",-9.13043,2000.00000,0.00000,0.00000,49.70923,49.70923,0.00000,0.00000 -"15-OCT-2022 10:30","WRK_T29.T29","299","297",-11.07591,65.26000,0.01097,0.06840,49.70923,49.56346,0.00000,-1.16535 -"15-OCT-2022 10:30","WRK_T3.L3","294","298",19.97954,2000.00000,0.00000,0.00000,49.70923,49.70923,0.00000,0.00000 -"15-OCT-2022 10:30","WRK_T3.M3","293","298",17.88491,2000.00000,0.00000,0.00000,49.70923,49.70923,0.00000,0.00000 -"15-OCT-2022 10:30","WRK_T3.T3","299","298",-37.86445,2000.00000,0.00000,0.00000,49.70923,49.70923,0.00000,0.00000 -"15-OCT-2022 10:30","WRK_T30.T30","297","299",10.78829,67.90000,0.00968,0.07920,49.56346,49.70923,0.00000,-1.42289 -"15-OCT-2022 10:30","WRK_T4.T4","299","292",-35.76982,2000.00000,0.00000,0.00000,49.70923,49.70923,0.00000,0.00000 -"15-OCT-2022 10:30","WTK_T21.T21","689","681",-34.38747,68.64000,0.06272,0.03970,51.23245,51.00754,0.00000,1.24329 -"15-OCT-2022 10:30","WTK_T22.T22","689","681",-34.93908,68.71000,0.06546,0.04060,51.23245,51.00754,0.00000,1.21209 -"15-OCT-2022 10:30","WTK_T23.L23","830","686",0.00000,51.10000,0.00000,0.00000,51.25308,51.24084,0.00000,0.00000 -"15-OCT-2022 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11:00","ORO_WPT2.1","521","816",0.00000,101.24000,0.00000,0.00000,21.86556,21.86556,0.00000,0.00000 -"15-OCT-2022 11:00","ORO_WPT2.2","521","525",2.74900,101.00000,0.00000,0.00000,21.86556,21.86557,0.00000,0.00000 -"15-OCT-2022 11:00","OTA_PAK3.1","84","87",-179.23369,610.00000,0.05526,0.00000,20.41649,20.38532,0.00000,2.22905 -"15-OCT-2022 11:00","OTA_PAK4.1","83","87",-190.04902,1200.00000,0.05140,0.00000,20.41612,20.38532,0.00000,2.40214 -"15-OCT-2022 11:00","OTA_PEN2.1","793","95",0.00000,158.33000,0.00000,0.00000,20.56611,20.58641,0.00000,0.00000 -"15-OCT-2022 11:00","OTA_PEN5.1","83","96",172.36959,492.27000,0.39248,0.00000,20.41612,20.53677,0.00000,6.36795 -"15-OCT-2022 11:00","OTA_PEN6.1","85","96",166.32539,492.00000,0.35159,0.00000,20.42068,20.53677,0.00000,6.04373 -"15-OCT-2022 11:00","OTA_ROS1.1","82","99",20.75549,87.26000,0.11627,0.00000,20.49156,20.69557,0.00000,0.91404 -"15-OCT-2022 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11:00","PRM_T1.T1","484","483",18.38181,140.75000,0.00749,0.03440,19.85455,19.86267,0.00000,-0.34142 -"15-OCT-2022 11:00","PRM_T2.T2","485","483",18.34352,140.75000,0.00745,0.03440,19.85463,19.86267,0.00000,-0.34186 -"15-OCT-2022 11:00","PRU_T1.T1","673","672",-10.50000,2000.00000,0.00000,0.00000,19.50956,19.50956,0.00000,0.00000 -"15-OCT-2022 11:00","PTA_T1.T1","349","348",-27.00000,2000.00000,0.00000,0.00000,19.86984,19.86984,0.00000,0.00000 -"15-OCT-2022 11:00","RDF_T1.T1","303","302",22.78464,140.75000,0.01402,0.04500,19.02026,19.06563,0.00000,-0.04573 -"15-OCT-2022 11:00","RDF_T2.T2","303","302",22.12031,140.75000,0.01813,0.03260,19.02026,19.06563,0.00000,0.01817 -"15-OCT-2022 11:00","RDF_T3.T3","304","303",1.54443,104.00000,0.00073,0.03900,19.01125,19.02026,0.00000,-0.37090 -"15-OCT-2022 11:00","RDF_T4.T4","304","303",1.54443,104.00000,0.00073,0.03900,19.01125,19.02026,0.00000,-0.37090 -"15-OCT-2022 11:00","RDF_TUI1.1","303","312",-20.54533,69.81000,0.61300,0.00000,19.02026,18.12905,0.00000,3.32546 -"15-OCT-2022 11:00","RDF_TUI2.1","303","312",-20.54656,69.81000,0.61303,0.00000,19.02026,18.12905,0.00000,3.32577 -"15-OCT-2022 11:00","RDF_WHI1.1","304","319",-10.08953,583.00000,0.01024,0.00000,19.01125,18.99163,0.00000,0.00169 -"15-OCT-2022 11:00","RDF_WRK.1","304","299",-49.41762,582.67000,0.30865,0.00000,19.01125,18.89450,0.00000,-0.04901 -"15-OCT-2022 11:00","RDF_WTU1.1","304","766",28.02476,346.76000,0.01329,0.00000,19.01125,19.02027,0.00000,-0.00011 -"15-OCT-2022 11:00","RDF_WTU2.1","304","321",28.03566,347.00000,0.01330,0.00000,19.01125,19.02029,0.00000,0.00011 -"15-OCT-2022 11:00","RKA_T1.T1","255","764",-30.00000,2000.00000,0.00000,0.00000,18.83909,18.83909,0.00000,0.00000 -"15-OCT-2022 11:00","RKA_WRK1.1","255","297",15.00000,2000.00000,0.00000,0.00000,18.83909,18.83909,0.00000,0.00000 -"15-OCT-2022 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11:00","ROT_TRK1.1","258","275",-21.74126,77.36000,0.08407,0.00000,19.11975,19.00574,0.00000,0.43561 -"15-OCT-2022 11:00","ROT_TRK2.1","765","275",-1.08286,77.36000,0.00160,0.00000,19.04227,19.00574,0.00000,0.00450 -"15-OCT-2022 11:00","ROT_WHE1.1","765","280",-25.00000,2000.00000,0.00000,0.00000,19.04227,19.04227,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_T1.T1","747","744",-24.00000,2000.00000,0.00000,0.00000,19.55781,19.55781,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_T10.L10","835","745",0.00000,10.65000,0.00000,0.00000,19.43545,19.43684,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_T10.M10","746","745",-16.24180,196.30000,0.00374,0.00000,19.45128,19.43684,0.00000,0.08086 -"15-OCT-2022 11:00","ROX_T10.T10","747","745",16.25977,196.30000,0.00142,0.03310,19.55781,19.43684,0.00000,-1.31890 -"15-OCT-2022 11:00","ROX_T2.T2","747","743",-24.00000,2000.00000,0.00000,0.00000,19.55781,19.55781,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_T3.T3","747","742",-24.00000,2000.00000,0.00000,0.00000,19.55781,19.55781,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_T4.T4","747","741",-24.00000,2000.00000,0.00000,0.00000,19.55781,19.55781,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_T5.T5","747","740",-24.00000,2000.00000,0.00000,0.00000,19.55781,19.55781,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_T6.T6","746","739",-13.33667,2000.00000,0.00000,0.00000,19.45128,19.45128,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_T7.T7","746","738",-13.33667,2000.00000,0.00000,0.00000,19.45128,19.45128,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_T8.T8","746","737",-13.33667,2000.00000,0.00000,0.00000,19.45128,19.45128,0.00000,0.00000 -"15-OCT-2022 11:00","ROX_TMH1.1","747","750",102.28917,470.00000,0.76836,0.00000,19.55781,19.98299,0.00000,14.06821 -"15-OCT-2022 11:00","ROX_TMH2.1","747","750",102.28917,470.00000,0.76836,0.00000,19.55781,19.98299,0.00000,14.06821 -"15-OCT-2022 11:00","RPO_T5.T5","401","400",-51.00000,2000.00000,0.00000,0.00000,18.96659,18.96659,0.00000,0.00000 -"15-OCT-2022 11:00","RPO_T6.T6","401","399",-51.00000,2000.00000,0.00000,0.00000,18.96659,18.96659,0.00000,0.00000 -"15-OCT-2022 11:00","RPO_TNG1.1","401","416",113.54967,291.34000,1.05011,0.00000,18.96659,19.32914,0.00000,10.43462 -"15-OCT-2022 11:00","RPO_WRK1.1","401","299",-11.60114,397.00000,0.05147,0.00000,18.96659,18.89450,0.00000,-0.06992 -"15-OCT-2022 11:00","SBK_WPR.1","553","555",-11.90073,46.00000,0.21172,0.00000,21.17921,20.63779,0.00000,0.97962 -"15-OCT-2022 11:00","SDN_T1.T1","749","748",24.23036,108.37000,0.02807,0.06250,19.99941,20.03135,0.00000,-0.52017 -"15-OCT-2022 11:00","SDN_T2.T2","749","748",15.44261,108.37000,0.00740,0.04250,19.99941,20.03135,0.00000,-0.25314 -"15-OCT-2022 11:00","SDN_TMH.1","749","750",-34.56402,370.00000,0.01657,0.00000,19.99941,19.98299,0.00000,0.11819 -"15-OCT-2022 11:00","SFD_SPL.1","358","360",0.00000,2000.00000,0.00000,0.00000,19.87502,19.87502,0.00000,0.00000 -"15-OCT-2022 11:00","SFD_T10.L10","809","355",0.00000,85.80000,0.00000,0.00000,19.87492,19.88304,0.00000,0.00000 -"15-OCT-2022 11:00","SFD_T10.M10","357","355",-26.03901,143.00000,0.01031,0.00000,19.90399,19.88304,0.00000,0.17015 -"15-OCT-2022 11:00","SFD_T10.T10","358","355",26.09703,166.50000,0.00282,0.11040,19.87502,19.88304,0.00000,-1.02089 -"15-OCT-2022 11:00","SFD_T21.T21","358","352",0.00000,2000.00000,0.00000,0.00000,19.87502,19.87502,0.00000,0.00000 -"15-OCT-2022 11:00","SFD_T22.T22","358","353",0.00000,2000.00000,0.00000,0.00000,19.87502,19.87502,0.00000,0.00000 -"15-OCT-2022 11:00","SFD_T6.T6","357","354",6.77469,55.02000,0.00332,0.01790,19.90399,19.91379,0.00000,-0.17810 -"15-OCT-2022 11:00","SFD_T8.T8","357","354",6.76687,55.02000,0.00334,0.01790,19.90399,19.91379,0.00000,-0.17836 -"15-OCT-2022 11:00","SFD_T9.L9","808","356",0.00000,57.40000,0.00000,0.00000,19.89752,19.90283,0.00000,0.00000 -"15-OCT-2022 11:00","SFD_T9.M9","357","356",-23.82246,249.56000,0.00361,0.00000,19.90399,19.90283,0.00000,-0.02212 -"15-OCT-2022 11:00","SFD_T9.T9","358","356",23.84152,286.90000,0.00186,0.03440,19.87502,19.90283,0.00000,-0.02934 -"15-OCT-2022 11:00","SFD_TMN1.1","358","412",19.92775,492.31000,0.16267,0.00000,19.87502,19.96826,0.00000,-0.69504 -"15-OCT-2022 11:00","SPL_T10.T10","360","359",0.00000,2000.00000,0.00000,0.00000,19.87502,19.87502,0.00000,0.00000 -"15-OCT-2022 11:00","STK_T10.T10","535","529",38.34649,140.75000,0.04590,0.03300,21.70372,21.74817,0.00000,-0.00565 -"15-OCT-2022 11:00","STK_T3.L3","817","532",0.00000,22.50000,0.00000,0.00000,21.75209,21.73900,0.00000,0.00000 -"15-OCT-2022 11:00","STK_T3.M3","530","532",-1.45855,60.00000,0.00049,0.00000,21.74634,21.73900,0.00000,0.00004 -"15-OCT-2022 11:00","STK_T3.T3","534","532",1.46458,60.00000,0.00004,0.01200,21.73936,21.73900,0.00000,-0.13111 -"15-OCT-2022 11:00","STK_T4.L4","818","533",0.00000,22.50000,0.00000,0.00000,21.75393,21.74084,0.00000,0.00000 -"15-OCT-2022 11:00","STK_T4.M4","530","533",-1.45831,43.83000,0.00037,0.00000,21.74634,21.74084,0.00000,-0.00004 -"15-OCT-2022 11:00","STK_T4.T4","534","533",1.46435,60.00000,0.00004,0.01200,21.73936,21.74084,0.00000,-0.12977 -"15-OCT-2022 11:00","STK_T6.T6","535","529",38.29516,140.75000,0.04675,0.03300,21.70372,21.74817,0.00000,-0.01603 -"15-OCT-2022 11:00","STK_T7.L7","819","531",0.00000,50.20000,0.00000,0.00000,21.74295,21.73698,0.00000,0.00000 -"15-OCT-2022 11:00","STK_T7.M7","534","531",-24.54198,188.20000,0.00522,0.00000,21.73936,21.73698,0.00000,-0.02747 -"15-OCT-2022 11:00","STK_T7.T7","535","531",24.56413,188.20000,0.00046,0.04340,21.70372,21.73698,0.00000,-0.06817 -"15-OCT-2022 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11:30","MHO_T4.T4","388","387",1.25951,39.60000,0.00069,0.03900,17.34596,17.35534,0.00000,-0.33850 -"15-OCT-2022 11:30","MKE_T1.T1","342","340",0.06300,2000.00000,0.00000,0.00000,17.62482,17.62482,0.00000,0.00000 -"15-OCT-2022 11:30","MKE_T2.T2","342","341",0.06300,2000.00000,0.00000,0.00000,17.62482,17.62482,0.00000,0.00000 -"15-OCT-2022 11:30","MLG_T1.T1","476","474",7.15709,33.68000,0.01057,0.01360,17.45699,17.51228,0.00000,-0.01379 -"15-OCT-2022 11:30","MLG_T2.T2","477","474",7.10457,32.68000,0.01048,0.01360,17.46038,17.51228,0.00000,-0.02649 -"15-OCT-2022 11:30","MLG_T3.T3","476","475",8.35051,65.16000,0.00884,0.05100,17.45699,17.47722,0.00000,-0.43848 -"15-OCT-2022 11:30","MLG_T4.T4","477","475",8.30015,65.16000,0.00882,0.05100,17.46038,17.47722,0.00000,-0.45282 -"15-OCT-2022 11:30","MNG_OTA1.1","76","82",-57.21031,305.00000,0.03412,0.00000,17.92185,17.89547,0.00000,0.44878 -"15-OCT-2022 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11:30","MNI_T3.T3","345","343",3.27897,37.53000,0.00271,0.02250,17.63394,17.64852,0.00000,-0.19855 -"15-OCT-2022 11:30","MNI_T4.T4","345","344",7.68121,37.53000,0.01297,0.02250,17.63394,17.69942,0.00000,-0.06243 -"15-OCT-2022 11:30","MOK_T1.T1","212","211",-23.51111,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","MOK_T11.T11","212","211",-18.82994,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","MOK_T2.T2","212","210",-46.65894,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","MOK_WKM.1","212","287",89.00000,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","MST_T2.T2","479","478",14.67058,77.90000,0.01447,0.02060,17.73611,17.77880,0.00000,0.00141 -"15-OCT-2022 11:30","MST_T3.T3","479","478",14.67788,77.90000,0.01439,0.02060,17.73611,17.77880,0.00000,0.00228 -"15-OCT-2022 11:30","MST_UHT1.1","444","479",8.67980,98.00000,0.03177,0.00000,17.67912,17.73611,0.00000,-0.03444 -"15-OCT-2022 11:30","MST_UHT1.2","444","491",-13.53948,77.36000,0.08278,0.00000,17.67912,17.39311,0.00000,1.20445 -"15-OCT-2022 11:30","MST_UHT2.1","445","479",8.74169,98.00000,0.03200,0.00000,17.67904,17.73611,0.00000,-0.03437 -"15-OCT-2022 11:30","MST_UHT2.2","445","491",-13.49848,77.36000,0.08207,0.00000,17.67904,17.39311,0.00000,1.20441 -"15-OCT-2022 11:30","MTI_T1.T1","223","222",-21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_T10.T10","223","213",-21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_T2.T2","223","221",-21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_T3.T3","220","223",21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_T4.T4","219","223",21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_T5.T5","218","223",21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_T6.T6","223","217",-21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_T7.T7","223","216",-21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_T8.T8","223","215",-21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_T9.T9","214","223",21.40000,2000.00000,0.00000,0.00000,16.60944,16.60944,0.00000,0.00000 -"15-OCT-2022 11:30","MTI_WKM1.1","223","288",134.05934,217.96000,0.30419,0.00000,16.60944,16.68158,0.00000,2.29840 -"15-OCT-2022 11:30","MTI_WKM2.1","223","288",133.88866,217.96000,0.30382,0.00000,16.60944,16.68158,0.00000,2.29539 -"15-OCT-2022 11:30","MTI_WPA.1","223","291",-54.00000,112.41000,0.05200,0.00000,16.60944,16.58180,0.00000,0.31448 -"15-OCT-2022 11:30","MTM_T1.T1","225","224",21.00614,90.54000,0.02315,0.02460,16.85047,16.88614,0.00000,-0.02848 -"15-OCT-2022 11:30","MTM_T3.T3","225","224",21.01267,90.54000,0.02306,0.02460,16.85047,16.88614,0.00000,-0.02766 -"15-OCT-2022 11:30","MTN_T1.T1","392","390",6.04251,24.70000,0.00543,0.05100,17.51439,17.54824,0.00000,-0.39288 -"15-OCT-2022 11:30","MTN_T2.T2","391","390",4.56923,24.01000,0.00450,0.04260,17.51336,17.54824,0.00000,-0.33359 -"15-OCT-2022 11:30","MTO_T1.T1","32","31",7.09285,30.21000,0.01476,0.01870,18.43927,18.51234,0.00000,-0.05055 -"15-OCT-2022 11:30","MTO_T2.T2","33","31",7.08433,30.21000,0.01472,0.01870,18.43902,18.51234,0.00000,-0.04966 -"15-OCT-2022 11:30","MTR_OKN1.1","394","398",5.25980,69.80000,0.02382,0.00000,17.17950,17.18756,0.00000,-0.18350 -"15-OCT-2022 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11:30","NGB_T41.T41","37","35",-31.00000,9999.00000,0.00000,0.00000,18.26193,18.26193,0.00000,0.00000 -"15-OCT-2022 11:30","NMA_GOR_TMH1.1","690","735",62.52030,382.17000,0.25856,0.00000,18.13505,18.33822,0.00000,3.98039 -"15-OCT-2022 11:30","NMA_GOR_TMH1.2","690","750",-66.80387,382.17000,0.87960,0.00000,18.13505,17.41259,0.00000,16.15604 -"15-OCT-2022 11:30","NMA_GOR_TMH1.3","711","690",-3.40397,304.84000,0.00030,0.00000,18.13882,18.13505,0.00000,0.00368 -"15-OCT-2022 11:30","NMA_GOR_TMH2.1","691","735",62.51841,382.17000,0.25857,0.00000,18.13505,18.33822,0.00000,3.98013 -"15-OCT-2022 11:30","NMA_GOR_TMH2.2","691","750",-66.80248,382.17000,0.87955,0.00000,18.13505,17.41259,0.00000,16.15597 -"15-OCT-2022 11:30","NMA_GOR_TMH2.3","712","691",-3.40452,304.84000,0.00031,0.00000,18.13889,18.13505,0.00000,0.00374 -"15-OCT-2022 11:30","NMA_T1.T1","735","734",6.92819,67.27000,0.00570,0.03170,18.33822,18.35345,0.00000,-0.29043 -"15-OCT-2022 11:30","NMA_T2.T2","735","734",6.90599,67.27000,0.00578,0.03170,18.33822,18.35345,0.00000,-0.29137 -"15-OCT-2022 11:30","NMA_TWI1.1","735","751",123.61531,467.00000,0.48011,0.00000,18.33822,18.46954,0.00000,3.68283 -"15-OCT-2022 11:30","NMA_TWI2.1","735","751",123.62100,467.00000,0.48015,0.00000,18.33822,18.46954,0.00000,3.68285 -"15-OCT-2022 11:30","NMA_WHL.1","734","752",-12.98000,2000.00000,0.00000,0.00000,18.35345,18.35345,0.00000,0.00000 -"15-OCT-2022 11:30","NPK_T1.T1","396","395",2.12280,15.00000,0.00105,0.01150,17.21914,17.22763,0.00000,-0.09906 -"15-OCT-2022 11:30","NSY_PRU1.1","653","673",-10.50000,2000.00000,0.00000,0.00000,17.13576,17.13576,0.00000,0.00000 -"15-OCT-2022 11:30","NSY_ROX.1","654","747",68.94011,671.11000,0.40359,0.00000,17.09214,17.15028,0.00000,-1.45681 -"15-OCT-2022 11:30","NSY_T1.T1","654","653",7.85023,54.05000,0.00468,0.02410,17.09214,17.13576,0.00000,-0.07537 -"15-OCT-2022 11:30","NSY_T2.T2","654","653",7.85023,54.05000,0.00468,0.02410,17.09214,17.13576,0.00000,-0.07537 -"15-OCT-2022 11:30","NTM_T1.T1","230","229",-42.50000,2000.00000,0.00000,0.00000,16.44577,16.44577,0.00000,0.00000 -"15-OCT-2022 11:30","NTM_T2.T2","230","228",-42.50000,2000.00000,0.00000,0.00000,16.44577,16.44577,0.00000,0.00000 -"15-OCT-2022 11:30","OAM_BPT_WTK1.1","619","774",14.37548,56.01000,0.20906,0.00000,17.17115,17.63316,0.00000,1.47758 -"15-OCT-2022 11:30","OAM_BPT_WTK1.2","619","688",-20.65654,74.30000,0.22970,0.00000,17.17115,16.84712,0.00000,1.37461 -"15-OCT-2022 11:30","OAM_BPT_WTK1.3","619","640",6.05136,42.00000,0.00136,0.00000,17.17115,17.17502,0.00000,0.00000 -"15-OCT-2022 11:30","OAM_STU_WTK2.1","618","656",13.08704,57.35000,0.11039,0.00000,17.37467,17.65993,0.00000,0.89194 -"15-OCT-2022 11:30","OAM_STU_WTK2.2","639","687",-21.73725,74.30000,0.33222,0.00000,17.26135,16.84346,0.00000,1.67454 -"15-OCT-2022 11:30","OAM_STU_WTK2.3","618","828",0.00000,80.00000,0.00000,0.00000,17.37467,17.30489,0.00000,0.00000 -"15-OCT-2022 11:30","OAM_STU_WTK2.4","639","618",13.11503,80.00000,0.02798,0.00000,17.26135,17.37467,0.00000,0.49998 -"15-OCT-2022 11:30","OAM_T1.T1","774","655",14.15547,65.18000,0.02041,0.02190,17.63316,17.69896,0.00000,0.09134 -"15-OCT-2022 11:30","OAM_T2.T2","656","655",12.96571,65.45000,0.01687,0.02190,17.65993,17.69896,0.00000,-0.09011 -"15-OCT-2022 11:30","OHA_T4.T4","661","660",-40.73425,2000.00000,0.00000,0.00000,16.82224,16.82224,0.00000,0.00000 -"15-OCT-2022 11:30","OHA_T5.T5","661","659",-40.73425,2000.00000,0.00000,0.00000,16.82224,16.82224,0.00000,0.00000 -"15-OCT-2022 11:30","OHA_T6.T6","661","658",-40.73425,2000.00000,0.00000,0.00000,16.82224,16.82224,0.00000,0.00000 -"15-OCT-2022 11:30","OHA_T7.T7","661","657",-40.73425,2000.00000,0.00000,0.00000,16.82224,16.82224,0.00000,0.00000 -"15-OCT-2022 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11:30","OHK_WRK.1","235","299",-36.15550,376.86000,0.07043,0.00000,16.46659,16.51092,0.00000,-1.38117 -"15-OCT-2022 11:30","OHW_OTA1.1","147","84",147.83770,671.00000,1.53104,0.00000,17.55377,17.83786,0.00000,7.34502 -"15-OCT-2022 11:30","OHW_OTA2.1","147","83",147.17038,671.00000,1.52186,0.00000,17.55377,17.83756,0.00000,7.30966 -"15-OCT-2022 11:30","OHW_WKM1.1","147","288",-266.91888,671.00000,7.86701,0.00000,17.55377,16.68158,0.00000,47.35365 -"15-OCT-2022 11:30","OKE_OWH.1","236","251",-25.06902,69.00000,0.07809,0.00000,16.69647,16.71647,0.00000,-0.90256 -"15-OCT-2022 11:30","OKE_TMI.1","236","269",28.05555,77.36000,0.31075,0.00000,16.69647,16.88034,0.00000,-0.04348 -"15-OCT-2022 11:30","OKE_TRK.1","236","275",-3.07274,77.36000,0.00812,0.00000,16.69647,16.60762,0.00000,0.06869 -"15-OCT-2022 11:30","OKI_T1.T1","245","242",-19.50000,2000.00000,0.00000,0.00000,16.47162,16.47162,0.00000,0.00000 -"15-OCT-2022 11:30","OKI_T11.H11","242","243",0.00000,2000.00000,0.00000,0.00000,16.47162,16.47162,0.00000,0.00000 -"15-OCT-2022 11:30","OKI_T11.L11","238","243",0.00000,2000.00000,0.00000,0.00000,16.47162,16.47162,0.00000,0.00000 -"15-OCT-2022 11:30","OKI_T11.M11","240","243",0.00000,2000.00000,0.00000,0.00000,16.47162,16.47162,0.00000,0.00000 -"15-OCT-2022 11:30","OKI_T12.L12","237","244",0.00000,2000.00000,0.00000,0.00000,16.47162,16.47162,0.00000,0.00000 -"15-OCT-2022 11:30","OKI_T12.M12","239","244",0.00000,2000.00000,0.00000,0.00000,16.47162,16.47162,0.00000,0.00000 -"15-OCT-2022 11:30","OKI_T12.T12","241","244",0.00000,2000.00000,0.00000,0.00000,16.47162,16.47162,0.00000,0.00000 -"15-OCT-2022 11:30","OKI_T2.T2","245","241",-19.50000,2000.00000,0.00000,0.00000,16.47162,16.47162,0.00000,0.00000 -"15-OCT-2022 11:30","OKI_WRK1.1","245","299",57.83835,492.27000,0.09450,0.00000,16.47162,16.51092,0.00000,0.35639 -"15-OCT-2022 11:30","OKN_ONG1.1","398","378",1.99184,69.80000,0.00666,0.00000,17.18756,17.19415,0.00000,-0.05074 -"15-OCT-2022 11:30","OKN_ONG1.2","149","378",0.14731,69.80000,0.00084,0.00000,17.00737,17.19415,0.00000,0.00651 -"15-OCT-2022 11:30","OKN_ONG1.3","396","378",-2.13164,59.65000,0.00309,0.00000,17.21914,17.19415,0.00000,0.00000 -"15-OCT-2022 11:30","OKN_T2.T2","398","397",3.23714,20.00000,0.00214,0.01400,17.18756,17.22405,0.00000,-0.07999 -"15-OCT-2022 11:30","ONG_T1.T1","149","148",-0.19850,18.90000,0.00011,0.03100,17.00737,16.99777,0.00000,-0.26361 -"15-OCT-2022 11:30","OPK_KPI_SFD2.1","322","347",2.83749,79.00000,0.00799,0.00000,17.37247,17.42590,0.00000,0.00616 -"15-OCT-2022 11:30","OPK_KPI_SFD2.2","322","357",2.16251,79.07000,0.00516,0.00000,17.37247,17.41029,0.00000,-0.00399 -"15-OCT-2022 11:30","OPK_KPI_SFD2.3","322","339",-5.00000,2000.00000,0.00000,0.00000,17.37247,17.37247,0.00000,0.00000 -"15-OCT-2022 11:30","OPK_SFD1.1","768","357",-2.39788,79.00000,0.01253,0.00000,17.49365,17.41029,0.00000,-0.00968 -"15-OCT-2022 11:30","OPK_T4.T4","347","346",2.82085,33.87000,0.00286,0.01730,17.42590,17.47739,0.00000,-0.10354 -"15-OCT-2022 11:30","OPK_T5.T5","768","346",2.37670,33.87000,0.00238,0.01730,17.49365,17.47739,0.00000,-0.19132 -"15-OCT-2022 11:30","ORO_WPT1.1","520","815",0.00000,59.65000,0.00000,0.00000,19.12427,19.11816,0.00000,0.00000 -"15-OCT-2022 11:30","ORO_WPT1.2","520","524",2.68000,2000.00000,0.00000,0.00000,19.12427,19.12427,0.00000,0.00000 -"15-OCT-2022 11:30","ORO_WPT2.1","521","816",0.00000,101.24000,0.00000,0.00000,19.15084,19.15084,0.00000,0.00000 -"15-OCT-2022 11:30","ORO_WPT2.2","521","525",2.62500,101.00000,0.00000,0.00000,19.15084,19.15084,0.00000,0.00000 -"15-OCT-2022 11:30","OTA_PAK3.1","84","87",-178.78703,610.00000,0.05504,0.00000,17.83786,17.81069,0.00000,1.93841 -"15-OCT-2022 11:30","OTA_PAK4.1","83","87",-189.53781,1200.00000,0.05093,0.00000,17.83756,17.81069,0.00000,2.09188 -"15-OCT-2022 11:30","OTA_PEN2.1","793","95",0.00000,158.33000,0.00000,0.00000,17.97010,17.98783,0.00000,0.00000 -"15-OCT-2022 11:30","OTA_PEN5.1","83","96",170.04238,492.27000,0.37992,0.00000,17.83756,17.94331,0.00000,5.58288 -"15-OCT-2022 11:30","OTA_PEN6.1","85","96",164.06122,492.00000,0.33966,0.00000,17.84155,17.94331,0.00000,5.30015 -"15-OCT-2022 11:30","OTA_ROS1.1","82","99",20.41620,87.26000,0.11270,0.00000,17.89547,18.06638,0.00000,0.72671 -"15-OCT-2022 11:30","OTA_ROS2.1","82","99",20.62848,87.26000,0.11435,0.00000,17.89547,18.06638,0.00000,0.72994 -"15-OCT-2022 11:30","OTA_SWN.1","84","43",191.99124,915.00000,0.15857,0.00000,17.83786,17.86662,0.00000,1.34394 -"15-OCT-2022 11:30","OTA_T13.T13","84","79",16.65735,91.96000,0.01720,0.01730,17.83786,17.88572,0.00000,0.09007 -"15-OCT-2022 11:30","OTA_T14.T14","84","79",16.65735,91.96000,0.01720,0.01730,17.83786,17.88572,0.00000,0.09007 -"15-OCT-2022 11:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,17.87841,17.88443,0.00000,0.00000 -"15-OCT-2022 11:30","OTA_T3.M3","82","81",-69.74531,337.70000,0.02570,0.00000,17.89547,17.88443,0.00000,0.15500 -"15-OCT-2022 11:30","OTA_T3.T3","84","81",69.78476,337.70000,0.01531,0.04830,17.83786,17.88443,0.00000,1.05595 -"15-OCT-2022 11:30","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,17.88061,17.88483,0.00000,0.00000 -"15-OCT-2022 11:30","OTA_T4.M4","82","80",-69.92981,327.70000,0.02825,0.00000,17.89547,17.88483,0.00000,0.11906 -"15-OCT-2022 11:30","OTA_T4.T4","84","80",69.95345,327.70000,0.00554,0.03620,17.83786,17.88483,0.00000,1.26953 -"15-OCT-2022 11:30","OTA_T5.T5","84","82",69.80426,332.40000,0.03468,0.04510,17.83786,17.89547,0.00000,1.29662 -"15-OCT-2022 11:30","OTA_TIE3.1","84","85",164.07621,737.33000,0.01499,0.00000,17.83786,17.84155,0.00000,0.16872 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11:30","PAK_T3.T3","87","86",24.92604,140.80000,0.01770,0.04370,17.81069,17.84513,0.00000,-0.11859 -"15-OCT-2022 11:30","PAK_WKM1.1","61","87",221.61970,808.21000,0.10847,0.00000,17.77683,17.81069,0.00000,2.78615 -"15-OCT-2022 11:30","PAK_WKM1.2","61","289",-224.50126,1212.12000,2.88155,0.00000,17.77683,16.68403,0.00000,97.05530 -"15-OCT-2022 11:30","PAK_WKM2.1","62","87",221.73688,808.21000,0.10957,0.00000,17.77693,17.81069,0.00000,2.76716 -"15-OCT-2022 11:30","PAK_WKM2.2","62","289",-224.62180,1212.12000,2.88492,0.00000,17.77693,16.68403,0.00000,97.10250 -"15-OCT-2022 11:30","PEN_R862.1","96","757",83.78905,2000.00000,0.00000,0.00000,17.94331,18.00119,0.00000,2.42485 -"15-OCT-2022 11:30","PEN_T11.T11","96","92",59.37113,235.40000,0.17582,0.05600,17.94331,18.00641,0.00000,-0.21409 -"15-OCT-2022 11:30","PEN_T21.T21","90","92",-9.58826,45.23000,0.00861,0.00450,18.04248,18.00641,0.00000,0.05469 -"15-OCT-2022 11:30","PEN_T23.T23","90","92",-9.25978,45.25000,0.00893,0.00450,18.04248,18.00641,0.00000,0.04581 -"15-OCT-2022 11:30","PEN_T5.T5","96","91",1.71415,48.75000,0.00110,0.01210,17.94331,17.95484,0.00000,-0.10863 -"15-OCT-2022 11:30","PEN_T6.L6","794","94",0.00000,74.50000,0.00000,0.00000,17.97074,17.97425,0.00000,0.00000 -"15-OCT-2022 11:30","PEN_T6.M6","95","94",-74.07132,310.30000,0.03316,0.00000,17.98783,17.97425,0.00000,0.20481 -"15-OCT-2022 11:30","PEN_T6.T6","96","94",74.11018,310.30000,0.01556,0.04660,17.94331,17.97425,0.00000,0.58786 -"15-OCT-2022 11:30","PEN_T7.T7","96","92",55.09943,252.30000,0.06772,0.05140,17.94331,18.00641,0.00000,0.66583 -"15-OCT-2022 11:30","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,17.94331,17.95430,0.00000,-1.11137 -"15-OCT-2022 11:30","PEN_T9.T9","96","92",59.03129,209.05000,0.09418,0.12380,17.94331,18.00641,0.00000,-0.10023 -"15-OCT-2022 11:30","PNI_T1.T1","481","480",4.70026,23.80000,0.00867,0.03880,17.39491,17.46344,0.00000,-0.25346 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11:30","PTA_T1.T1","349","348",-18.00000,2000.00000,0.00000,0.00000,17.38571,17.38571,0.00000,0.00000 -"15-OCT-2022 11:30","RDF_T1.T1","303","302",22.61019,140.75000,0.01367,0.04500,16.62082,16.66046,0.00000,-0.04056 -"15-OCT-2022 11:30","RDF_T2.T2","303","302",21.95094,140.75000,0.01766,0.03260,16.62082,16.66046,0.00000,0.01648 -"15-OCT-2022 11:30","RDF_T3.T3","304","303",0.94610,104.00000,0.00045,0.03900,16.61294,16.62082,0.00000,-0.32411 -"15-OCT-2022 11:30","RDF_T4.T4","304","303",0.94610,104.00000,0.00045,0.03900,16.61294,16.62082,0.00000,-0.32411 -"15-OCT-2022 11:30","RDF_TUI1.1","303","312",-20.66360,69.81000,0.61867,0.00000,16.62082,15.84203,0.00000,2.90486 -"15-OCT-2022 11:30","RDF_TUI2.1","303","312",-20.66484,69.81000,0.61870,0.00000,16.62082,15.84203,0.00000,2.90513 -"15-OCT-2022 11:30","RDF_WHI1.1","304","319",-9.33457,583.00000,0.00947,0.00000,16.61294,16.59579,0.00000,0.00137 -"15-OCT-2022 11:30","RDF_WRK.1","304","299",-48.25659,582.67000,0.30139,0.00000,16.61294,16.51092,0.00000,-0.04182 -"15-OCT-2022 11:30","RDF_WTU1.1","304","766",27.66917,346.76000,0.01312,0.00000,16.61294,16.62082,0.00000,-0.00010 -"15-OCT-2022 11:30","RDF_WTU2.1","304","321",27.67993,347.00000,0.01314,0.00000,16.61294,16.62084,0.00000,0.00010 -"15-OCT-2022 11:30","RKA_T1.T1","255","764",-30.00000,2000.00000,0.00000,0.00000,16.46250,16.46250,0.00000,0.00000 -"15-OCT-2022 11:30","RKA_WRK1.1","255","297",15.00000,2000.00000,0.00000,0.00000,16.46250,16.46250,0.00000,0.00000 -"15-OCT-2022 11:30","RKA_WRK2.1","255","297",15.00000,9999.00000,0.00000,0.00000,16.46250,16.46250,0.00000,0.00000 -"15-OCT-2022 11:30","ROS_T2.T2","99","98",17.20274,81.09000,0.02241,0.01800,18.06638,18.11063,0.00000,0.01464 -"15-OCT-2022 11:30","ROS_T3.T3","99","98",19.77461,94.12000,0.01685,0.02680,18.06638,18.11063,0.00000,0.04229 -"15-OCT-2022 11:30","ROS_T4.T4","99","98",17.19992,83.90000,0.02262,0.01800,18.06638,18.11063,0.00000,0.01274 -"15-OCT-2022 11:30","ROT_T2.T2","765","257",17.32392,66.12000,0.03636,0.01560,16.63954,16.73445,0.00000,0.38738 -"15-OCT-2022 11:30","ROT_T3.T3","765","256",8.25176,36.40000,0.00999,0.01580,16.63954,16.71340,0.00000,0.08923 -"15-OCT-2022 11:30","ROT_T4.T4","258","256",6.86680,36.40000,0.00678,0.01580,16.70724,16.71340,0.00000,-0.16753 -"15-OCT-2022 11:30","ROT_T5.T5","258","257",14.28533,66.12000,0.02530,0.01560,16.70724,16.73445,0.00000,-0.14787 -"15-OCT-2022 11:30","ROT_TRK1.1","258","275",-21.24876,77.36000,0.08092,0.00000,16.70724,16.60762,0.00000,0.38244 -"15-OCT-2022 11:30","ROT_TRK2.1","765","275",-0.59226,77.36000,0.00088,0.00000,16.63954,16.60762,0.00000,0.00215 -"15-OCT-2022 11:30","ROT_WHE1.1","765","280",-25.00000,2000.00000,0.00000,0.00000,16.63954,16.63954,0.00000,0.00000 -"15-OCT-2022 11:30","ROX_T1.T1","747","744",-24.00000,2000.00000,0.00000,0.00000,17.15028,17.15028,0.00000,0.00000 -"15-OCT-2022 11:30","ROX_T10.L10","835","745",0.00000,10.65000,0.00000,0.00000,16.93596,16.93475,0.00000,0.00000 -"15-OCT-2022 11:30","ROX_T10.M10","746","745",-21.94163,196.30000,0.00505,0.00000,16.95626,16.93475,0.00000,0.19324 -"15-OCT-2022 11:30","ROX_T10.T10","747","745",21.96009,196.30000,0.00191,0.03310,17.15028,16.93475,0.00000,-2.66300 -"15-OCT-2022 11:30","ROX_T2.T2","747","743",-24.00000,2000.00000,0.00000,0.00000,17.15028,17.15028,0.00000,0.00000 -"15-OCT-2022 11:30","ROX_T3.T3","747","742",-24.00000,2000.00000,0.00000,0.00000,17.15028,17.15028,0.00000,0.00000 -"15-OCT-2022 11:30","ROX_T4.T4","747","741",-24.00000,2000.00000,0.00000,0.00000,17.15028,17.15028,0.00000,0.00000 -"15-OCT-2022 11:30","ROX_T5.T5","747","740",-24.00000,2000.00000,0.00000,0.00000,17.15028,17.15028,0.00000,0.00000 -"15-OCT-2022 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11:30","SFD_T10.T10","358","355",30.51614,166.50000,0.00446,0.11040,17.38340,17.39115,0.00000,-0.88055 -"15-OCT-2022 11:30","SFD_T21.T21","358","352",0.00000,2000.00000,0.00000,0.00000,17.38340,17.38340,0.00000,0.00000 -"15-OCT-2022 11:30","SFD_T22.T22","358","353",0.00000,2000.00000,0.00000,0.00000,17.38340,17.38340,0.00000,0.00000 -"15-OCT-2022 11:30","SFD_T6.T6","357","354",6.85027,55.02000,0.00336,0.01790,17.41029,17.41886,0.00000,-0.15578 -"15-OCT-2022 11:30","SFD_T8.T8","357","354",6.84236,55.02000,0.00338,0.01790,17.41029,17.41886,0.00000,-0.15601 -"15-OCT-2022 11:30","SFD_T9.L9","808","356",0.00000,57.40000,0.00000,0.00000,17.41404,17.40939,0.00000,0.00000 -"15-OCT-2022 11:30","SFD_T9.M9","357","356",-27.86350,249.56000,0.00423,0.00000,17.41029,17.40939,0.00000,-0.02427 -"15-OCT-2022 11:30","SFD_T9.T9","358","356",27.88287,286.90000,0.00217,0.03440,17.38340,17.40939,0.00000,0.04404 -"15-OCT-2022 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11:30","STK_T4.T4","534","533",1.17528,60.00000,0.00003,0.01200,19.04619,19.04748,0.00000,-0.11381 -"15-OCT-2022 11:30","STK_T6.T6","535","529",37.57217,140.75000,0.04526,0.03300,19.01751,19.05646,0.00000,-0.01390 -"15-OCT-2022 11:30","STK_T7.L7","819","531",0.00000,50.20000,0.00000,0.00000,19.03868,19.04391,0.00000,0.00000 -"15-OCT-2022 11:30","STK_T7.M7","534","531",-23.82133,188.20000,0.00506,0.00000,19.04619,19.04391,0.00000,-0.02114 -"15-OCT-2022 11:30","STK_T7.T7","535","531",23.84347,188.20000,0.00044,0.04340,19.01751,19.04391,0.00000,-0.10267 -"15-OCT-2022 11:30","STU_T5.T5","674","675",-4.66540,11.85000,0.01627,0.03840,17.84198,17.71335,0.00000,-0.18765 -"15-OCT-2022 11:30","STU_T6.T6","674","675",-4.68079,11.85000,0.01652,0.03840,17.84198,17.71335,0.00000,-0.18895 -"15-OCT-2022 11:30","STU_TIM.1","675","575",-9.46615,58.87000,0.08155,0.00000,17.71335,17.21822,0.00000,1.62119 -"15-OCT-2022 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11:30","TAK_T8.T8","101","100",32.34856,162.14000,0.02304,0.05520,17.82960,17.85745,0.00000,-0.24815 -"15-OCT-2022 11:30","TAP_T1.T1","403","402",-38.09300,2000.00000,0.00000,0.00000,17.29805,17.29805,0.00000,0.00000 -"15-OCT-2022 11:30","TAP_WDV1.1","403","425",38.09300,2000.00000,0.00000,0.00000,17.29805,17.29805,0.00000,0.00000 -"15-OCT-2022 11:30","TGA_T1.T1","264","262",6.52440,36.03000,0.00744,0.01590,16.78807,16.83999,0.00000,-0.02710 -"15-OCT-2022 11:30","TGA_T2.T2","264","262",6.51715,38.40000,0.00721,0.01590,16.78807,16.83999,0.00000,-0.02541 -"15-OCT-2022 11:30","TGA_T3.T3","264","263",9.33961,108.40000,0.00662,0.02430,16.78807,16.79685,0.00000,-0.21871 -"15-OCT-2022 11:30","TGA_T4.T4","264","263",11.54635,108.40000,0.00429,0.02980,16.78807,16.79685,0.00000,-0.23564 -"15-OCT-2022 11:30","THI_T1.T1","267","265",-79.00000,2000.00000,0.00000,0.00000,16.52056,16.52056,0.00000,0.00000 -"15-OCT-2022 11:30","THI_T2.T2","267","266",-84.00000,2000.00000,0.00000,0.00000,16.52056,16.52056,0.00000,0.00000 -"15-OCT-2022 11:30","THI_WKM1.1","267","288",268.79749,993.60000,1.15919,0.00000,16.52056,16.68158,0.00000,11.97199 -"15-OCT-2022 11:30","THI_WRK1.1","267","299",-71.81771,994.00000,0.01785,0.00000,16.52056,16.51092,0.00000,0.19892 -"15-OCT-2022 11:30","TIM_T3.T3","575","824",0.00675,46.92000,0.00000,0.01350,17.21822,17.22945,0.00000,-0.11630 -"15-OCT-2022 11:30","TIM_T4.T4","575","573",18.83935,47.04000,0.04337,0.01350,17.21822,17.30031,0.00000,0.28126 -"15-OCT-2022 11:30","TIM_T5.L5","825","576",0.00000,85.60000,0.00000,0.00000,17.20568,17.20964,0.00000,0.00000 -"15-OCT-2022 11:30","TIM_T5.M5","575","576",-40.47664,247.91000,0.00644,0.00000,17.21822,17.20964,0.00000,0.11830 -"15-OCT-2022 11:30","TIM_T5.T5","577","576",40.49968,356.90000,0.00335,0.03940,17.20806,17.20964,0.00000,-0.33593 -"15-OCT-2022 11:30","TIM_T6.T6","575","573",18.80652,46.92000,0.04500,0.01350,17.21822,17.30031,0.00000,0.26580 -"15-OCT-2022 11:30","TIM_T8A.T8A","578","575",14.05997,127.00000,0.00841,0.01850,17.20815,17.21822,0.00000,-0.16085 -"15-OCT-2022 11:30","TIM_T8B.T8B","578","575",13.95296,127.20000,0.00843,0.01850,17.20815,17.21822,0.00000,-0.16158 -"15-OCT-2022 11:30","TIM_TKA.1","561","581",-17.84344,62.00000,0.24103,0.00000,16.60587,16.24024,0.00000,1.26083 -"15-OCT-2022 11:30","TIM_TKA.2","561","575",21.38645,62.00000,0.31425,0.00000,16.60587,17.21822,0.00000,3.84259 -"15-OCT-2022 11:30","TIM_TMK1.1","575","583",21.13365,78.65000,0.16912,0.00000,17.21822,17.45630,0.00000,1.03956 -"15-OCT-2022 11:30","TIM_TMK2.1","575","584",21.24732,80.00000,0.16646,0.00000,17.21822,17.45380,0.00000,1.05003 -"15-OCT-2022 11:30","TKA_T1.T1","579","580",2.08924,10.00000,0.00294,0.01260,16.13960,16.18831,0.00000,-0.07489 -"15-OCT-2022 11:30","TKA_T6.T6","581","579",-17.89806,34.63000,0.04822,0.01280,16.24024,16.13960,0.00000,0.40517 -"15-OCT-2022 11:30","TKB_T2.T2","678","677",-56.00000,2000.00000,0.00000,0.00000,16.88074,16.88074,0.00000,0.00000 -"15-OCT-2022 11:30","TKB_T3.T3","678","676",-56.00000,2000.00000,0.00000,0.00000,16.88074,16.88074,0.00000,0.00000 -"15-OCT-2022 11:30","TKB_TWZ.1","678","680",-66.82096,609.68000,0.10377,0.00000,16.88074,16.85589,0.00000,-0.04548 -"15-OCT-2022 11:30","TKR_T1.T1","489","488",28.03222,115.50000,0.05944,0.02260,17.38112,17.44935,0.00000,0.24043 -"15-OCT-2022 11:30","TKR_T2.T2","489","488",28.14355,115.50000,0.05973,0.02260,17.38112,17.44935,0.00000,0.24173 -"15-OCT-2022 11:30","TKR_WIL1.1","489","495",8.99667,312.62000,0.01849,0.00000,17.38112,17.41147,0.00000,-0.02446 -"15-OCT-2022 11:30","TKR_WIL2.1","489","495",8.95814,312.65000,0.01844,0.00000,17.38112,17.41147,0.00000,-0.02456 -"15-OCT-2022 11:30","TKU_T1.T1","409","404",-35.25000,2000.00000,0.00000,0.00000,16.56269,16.56269,0.00000,0.00000 -"15-OCT-2022 11:30","TKU_T2.T2","409","405",-35.25000,2000.00000,0.00000,0.00000,16.56269,16.56269,0.00000,0.00000 -"15-OCT-2022 11:30","TKU_T21.T21","408","409",-5.60141,26.40000,0.00846,0.02590,16.61545,16.56269,0.00000,-0.13771 -"15-OCT-2022 11:30","TKU_T3.T3","409","406",-35.25000,2000.00000,0.00000,0.00000,16.56269,16.56269,0.00000,0.00000 -"15-OCT-2022 11:30","TKU_T4.T4","409","407",-35.25000,2000.00000,0.00000,0.00000,16.56269,16.56269,0.00000,0.00000 -"15-OCT-2022 11:30","TKU_WKM1.1","409","288",1.81629,335.33000,0.00827,0.00000,16.56269,16.68158,0.00000,0.03903 -"15-OCT-2022 11:30","TKU_WKM2.1","409","288",1.81563,335.33000,0.00831,0.00000,16.56269,16.68158,0.00000,0.03865 -"15-OCT-2022 11:30","TMI_T1.T1","269","268",12.07122,39.30000,0.02380,0.03450,16.88034,16.92989,0.00000,-0.19452 -"15-OCT-2022 11:30","TMI_T2.T2","269","268",9.77300,51.80000,0.01092,0.01450,16.88034,16.92989,0.00000,0.02692 -"15-OCT-2022 11:30","TMK_T1.T1","583","582",20.95647,63.30000,0.04778,0.01610,17.45630,17.55823,0.00000,0.50720 -"15-OCT-2022 11:30","TMK_T2.T2","584","582",21.07241,63.30000,0.04860,0.01690,17.45380,17.55823,0.00000,0.52522 -"15-OCT-2022 11:30","TMN_T5.T5","412","411",0.03277,23.60000,0.00002,0.00950,17.45742,17.47061,0.00000,-0.08299 -"15-OCT-2022 11:30","TMN_T8.T8","412","410",0.03413,23.90000,0.00003,0.01220,17.45742,17.47249,0.00000,-0.10658 -"15-OCT-2022 11:30","TMN_TWH1.1","412","160",19.14694,492.27000,0.20683,0.00000,17.45742,17.55740,0.00000,-0.85851 -"15-OCT-2022 11:30","TMU_T1.T1","152","151",11.98537,40.69000,0.01760,0.01660,17.28797,17.32897,0.00000,-0.05063 -"15-OCT-2022 11:30","TMU_T2.T2","152","151",11.95138,40.93000,0.01755,0.01660,17.28797,17.32897,0.00000,-0.05091 -"15-OCT-2022 11:30","TNG_T11.T11","416","413",9.18912,60.90000,0.01143,0.02660,16.90159,16.98202,0.00000,0.04661 -"15-OCT-2022 11:30","TNG_T12.T12","416","413",9.17830,60.90000,0.01139,0.02660,16.90159,16.98202,0.00000,0.04653 -"15-OCT-2022 11:30","TNG_T2.T2","416","414",0.03463,21.67000,0.00003,0.01220,16.90159,16.91482,0.00000,-0.10318 -"15-OCT-2022 11:30","TNG_T3.T3","416","415",0.03322,21.67000,0.00002,0.00940,16.90159,16.91210,0.00000,-0.07949 -"15-OCT-2022 11:30","TRC_T1.L1","154","157",-7.83658,2000.00000,0.00000,0.00000,17.56666,17.56666,0.00000,0.00000 -"15-OCT-2022 11:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,17.56666,17.56666,0.00000,0.00000 -"15-OCT-2022 11:30","TRC_T1.T1","155","157",-7.16342,2000.00000,0.00000,0.00000,17.56666,17.56666,0.00000,0.00000 -"15-OCT-2022 11:30","TRC_T2.L2","154","156",-7.83658,2000.00000,0.00000,0.00000,17.56666,17.56666,0.00000,0.00000 -"15-OCT-2022 11:30","TRC_T2.M2","153","156",15.00000,2000.00000,0.00000,0.00000,17.56666,17.56666,0.00000,0.00000 -"15-OCT-2022 11:30","TRC_T2.T2","155","156",-7.16342,2000.00000,0.00000,0.00000,17.56666,17.56666,0.00000,0.00000 -"15-OCT-2022 11:30","TRC_TWH1.1","155","159",7.18327,2000.00000,0.00000,0.00000,17.56666,17.56666,0.00000,0.00000 -"15-OCT-2022 11:30","TRC_TWH2.1","155","159",7.14357,9999.00000,0.00000,0.00000,17.56666,17.56666,0.00000,0.00000 -"15-OCT-2022 11:30","TRH_TWC1.1","417","420",9.46900,2000.00000,0.00000,0.00000,17.23846,17.23846,0.00000,0.00000 -"15-OCT-2022 11:30","TRK_T2.L2","805","274",0.00000,12.00000,0.00000,0.00000,16.60466,16.60586,0.00000,0.00000 -"15-OCT-2022 11:30","TRK_T2.M2","275","274",-8.95625,210.10000,0.00187,0.00000,16.60762,16.60586,0.00000,-0.00766 -"15-OCT-2022 11:30","TRK_T2.T2","276","274",8.97501,210.10000,0.00126,0.03500,16.57515,16.60586,0.00000,-0.16331 -"15-OCT-2022 11:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,16.60026,16.60586,0.00000,0.00000 -"15-OCT-2022 11:30","TRK_T3.M3","275","273",-8.95625,210.10000,0.00187,0.00000,16.60762,16.60586,0.00000,-0.00766 -"15-OCT-2022 11:30","TRK_T3.T3","276","273",8.97501,210.10000,0.00126,0.03500,16.57515,16.60586,0.00000,-0.16331 -"15-OCT-2022 11:30","TRK_T4.T4","275","270",5.15735,20.00000,0.00735,0.01200,16.60762,16.64933,0.00000,-0.05350 -"15-OCT-2022 11:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,15.84203,15.84203,0.00000,0.00000 -"15-OCT-2022 11:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,15.84203,15.84203,0.00000,0.00000 -"15-OCT-2022 11:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,15.84203,15.84203,0.00000,0.00000 -"15-OCT-2022 11:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,15.84203,15.84203,0.00000,0.00000 -"15-OCT-2022 11:30","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,15.84203,15.84203,0.00000,0.00000 -"15-OCT-2022 11:30","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,15.84203,15.84203,0.00000,0.00000 -"15-OCT-2022 11:30","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,15.84203,15.84203,0.00000,0.00000 -"15-OCT-2022 11:30","TUK_TWH1.1","158","159",31.57700,2000.00000,0.00000,0.00000,17.56666,17.56666,0.00000,0.00000 -"15-OCT-2022 11:30","TUR_T1.T1","419","418",-43.07600,9999.00000,0.00000,0.00000,17.25038,17.25038,0.00000,0.00000 -"15-OCT-2022 11:30","TWC_T1.T1","421","420",-22.68600,2000.00000,0.00000,0.00000,17.23846,17.23846,0.00000,0.00000 -"15-OCT-2022 11:30","TWC_T2.T2","421","420",-22.68600,2000.00000,0.00000,0.00000,17.23846,17.23846,0.00000,0.00000 -"15-OCT-2022 11:30","TWH_T1.T1","160","159",0.18594,135.94000,0.00010,0.03920,17.55740,17.56666,0.00000,-0.34431 -"15-OCT-2022 11:30","TWH_T2.T2","160","159",0.18546,135.94000,0.00010,0.03920,17.55740,17.56666,0.00000,-0.34430 -"15-OCT-2022 11:30","TWZ_T18.T18","679","680",-2.13385,27.40000,0.00100,0.03560,16.86380,16.85589,0.00000,-0.30017 -"15-OCT-2022 11:30","TWZ_T19.T19","679","680",-2.13375,27.40000,0.00100,0.03560,16.86380,16.85589,0.00000,-0.30018 -"15-OCT-2022 11:30","UHT_T1.T1","491","490",9.24763,53.46000,0.01088,0.05150,17.39311,17.45056,0.00000,-0.27866 -"15-OCT-2022 11:30","UHT_T2.T2","491","490",9.25032,53.46000,0.01086,0.04690,17.39311,17.45056,0.00000,-0.23825 -"15-OCT-2022 11:30","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,17.38571,17.38571,0.00000,0.00000 -"15-OCT-2022 11:30","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,17.38571,17.38571,0.00000,0.00000 -"15-OCT-2022 11:30","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,17.38571,17.38571,0.00000,0.00000 -"15-OCT-2022 11:30","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,17.38571,17.38571,0.00000,0.00000 -"15-OCT-2022 11:30","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,17.38571,17.38571,0.00000,0.00000 -"15-OCT-2022 11:30","WAI_T1.T1","277","279",-3.69622,10.00000,0.01030,0.02790,16.50874,16.42291,0.00000,-0.15667 -"15-OCT-2022 11:30","WAI_T2.T2","277","279",-3.72825,12.30000,0.01002,0.03760,16.50874,16.42291,0.00000,-0.23312 -"15-OCT-2022 11:30","WAI_T5.T5","278","277",-0.87635,4.50000,0.00130,0.00410,16.56626,16.50874,0.00000,-0.01956 -"15-OCT-2022 11:30","WDV_T1.T1","425","424",0.95523,4.50000,0.00064,0.00590,17.29805,17.32241,0.00000,-0.04502 -"15-OCT-2022 11:30","WDV_T2.T2","425","424",0.97192,4.50000,0.00066,0.00580,17.29805,17.32241,0.00000,-0.04412 -"15-OCT-2022 11:30","WEL_T1.T1","45","44",10.79315,40.50000,0.01984,0.05010,18.47610,18.53089,0.00000,-0.35234 -"15-OCT-2022 11:30","WEL_T2.T2","46","44",10.93874,39.00000,0.01805,0.03790,18.47658,18.53089,0.00000,-0.22135 -"15-OCT-2022 11:30","WGN_T1.T1","427","426",12.64371,39.60000,0.02238,0.02750,17.54939,17.60796,0.00000,-0.06886 -"15-OCT-2022 11:30","WGN_T2.T2","427","426",7.97439,24.01000,0.01337,0.03920,17.54939,17.60796,0.00000,-0.22930 -"15-OCT-2022 11:30","WGN_WVY1.1","427","366",-2.98409,165.05000,0.02048,0.00000,17.54939,17.35343,0.00000,0.11271 -"15-OCT-2022 11:30","WHI_T1.T1","319","313",17.95109,73.29000,0.01813,0.03000,16.59579,16.62655,0.00000,-0.12402 -"15-OCT-2022 11:30","WHI_T2.T2","319","314",21.54225,73.29000,0.02569,0.03000,16.59579,16.62769,0.00000,-0.11939 -"15-OCT-2022 11:30","WHI_T3.T3","319","315",6.46985,67.00000,0.00238,0.03400,16.59579,16.60191,0.00000,-0.28223 -"15-OCT-2022 11:30","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,16.59579,16.59579,0.00000,0.00000 -"15-OCT-2022 11:30","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,16.59579,16.59579,0.00000,0.00000 -"15-OCT-2022 11:30","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,16.59579,16.59579,0.00000,0.00000 -"15-OCT-2022 11:30","WHI_WRK1.1","319","299",-55.82741,582.67000,0.28064,0.00000,16.59579,16.51092,0.00000,0.04046 -"15-OCT-2022 11:30","WHU_T1.T1","162","161",10.86499,103.30000,0.00569,0.02100,17.77228,17.78014,0.00000,-0.19460 -"15-OCT-2022 11:30","WHU_T3.T3","162","161",10.84826,75.49000,0.00391,0.02030,17.77228,17.78014,0.00000,-0.17256 -"15-OCT-2022 11:30","WHU_WKO1.1","162","164",27.04049,123.00000,0.11454,0.00000,17.77228,17.92611,0.00000,1.05326 -"15-OCT-2022 11:30","WHU_WKO2.1","162","164",26.99594,123.00000,0.11435,0.00000,17.77228,17.92611,0.00000,1.05155 -"15-OCT-2022 11:30","WIL_T3.T3","496","493",9.56251,109.95000,0.00197,0.04750,17.38198,17.38557,0.00000,-0.41292 -"15-OCT-2022 11:30","WIL_T5.T5","496","493",9.56293,109.95000,0.00197,0.04750,17.38198,17.38557,0.00000,-0.41290 -"15-OCT-2022 11:30","WIL_T8.L8","812","494",0.00000,72.00000,0.00000,0.00000,17.40356,17.40075,0.00000,0.00000 -"15-OCT-2022 11:30","WIL_T8.M8","495","494",-91.34469,306.20000,0.03853,0.00000,17.41147,17.40075,0.00000,0.15440 -"15-OCT-2022 11:30","WIL_T8.T8","496","494",91.39280,306.20000,0.02166,0.05290,17.38198,17.40075,0.00000,0.20883 -"15-OCT-2022 11:30","WIR_T1.T1","104","103",36.13252,120.03000,0.04832,0.09360,17.98687,18.03729,0.00000,-0.36902 -"15-OCT-2022 11:30","WIR_T2.T2","758","103",20.07246,115.00000,0.03060,0.03850,17.98466,18.03729,0.00000,-0.09496 -"15-OCT-2022 11:30","WKM_T1.T1","288","281",-28.00000,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","WKM_T2.T2","288","282",-28.00000,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","WKM_T3.T3","288","283",-28.00000,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","WKM_T4.T4","288","284",-28.00000,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","WKM_T8.L8","285","286",-6.08500,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","WKM_T8.M8","287","286",53.80767,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","WKM_T8.T8","288","286",-47.72267,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","WKM_T9.T9","288","287",-35.19233,2000.00000,0.00000,0.00000,16.68158,16.68158,0.00000,0.00000 -"15-OCT-2022 11:30","WKM_TIE1.1","288","289",104.60943,1104.00000,0.00414,0.00000,16.68158,16.68403,0.00000,0.09337 -"15-OCT-2022 11:30","WKM_TIE2.1","288","289",105.40822,1104.00000,0.00417,0.00000,16.68158,16.68403,0.00000,0.09408 -"15-OCT-2022 11:30","WKM_WRK1.1","289","299",-240.21844,952.63000,1.10471,0.00000,16.68403,16.51092,0.00000,11.57645 -"15-OCT-2022 11:30","WKO_T1.T1","164","163",7.97563,41.15000,0.01129,0.03230,17.92611,17.96359,0.00000,-0.24206 -"15-OCT-2022 11:30","WKO_T2.T2","164","163",16.53088,54.05000,0.01567,0.02880,17.92611,17.96359,0.00000,-0.08965 -"15-OCT-2022 11:30","WPA_T1.T1","291","290",-54.00000,2000.00000,0.00000,0.00000,16.58180,16.58180,0.00000,0.00000 -"15-OCT-2022 11:30","WPP_T1.T1","367","368",-9.66400,9999.00000,0.00000,0.00000,17.35343,17.35343,0.00000,0.00000 -"15-OCT-2022 11:30","WPP_WVY1.1","367","366",9.66400,9999.00000,0.00000,0.00000,17.35343,17.35343,0.00000,0.00000 -"15-OCT-2022 11:30","WPR_T12.T12","557","555",15.35141,110.60000,0.00668,0.04080,18.10662,18.08405,0.00000,-0.60260 -"15-OCT-2022 11:30","WPR_T13.T13","556","555",15.33800,110.60000,0.00669,0.04080,18.10766,18.08405,0.00000,-0.61049 -"15-OCT-2022 11:30","WPR_T3.T3","555","554",4.46218,13.60000,0.00918,0.01000,18.08405,18.18167,0.00000,0.04346 -"15-OCT-2022 11:30","WPW_T1.T1","431","429",6.66893,26.23000,0.01239,0.04000,17.62571,17.67461,0.00000,-0.29989 -"15-OCT-2022 11:30","WPW_T2.T2","430","429",8.30512,26.23000,0.01212,0.02850,17.62826,17.67461,0.00000,-0.16650 -"15-OCT-2022 11:30","WPW_T33.T33","429","428",2.43565,10.00000,0.00309,0.00720,17.67461,17.71595,0.00000,-0.04079 -"15-OCT-2022 11:30","WRD_T1.T1","49","47",20.33224,80.00000,0.00000,0.00000,18.05011,18.05143,0.00000,0.01341 -"15-OCT-2022 11:30","WRD_T2.T2","48","779",0.00000,80.00000,0.00000,0.00000,18.04990,18.04990,0.00000,0.00000 -"15-OCT-2022 11:30","WRD_T3.T3","755","47",19.82702,80.00000,0.00000,0.00000,18.05018,18.05143,0.00000,0.01243 -"15-OCT-2022 11:30","WRD_T7.T7","50","47",33.06642,157.64000,0.03228,0.03680,18.01729,18.05143,0.00000,-0.05911 -"15-OCT-2022 11:30","WRK_T1.T1","299","295",-22.23529,2000.00000,0.00000,0.00000,16.51092,16.51092,0.00000,0.00000 -"15-OCT-2022 11:30","WRK_T2.T2","299","296",-9.13043,2000.00000,0.00000,0.00000,16.51092,16.51092,0.00000,0.00000 -"15-OCT-2022 11:30","WRK_T29.T29","299","297",-11.46901,65.26000,0.01209,0.06840,16.51092,16.46250,0.00000,-0.38688 -"15-OCT-2022 11:30","WRK_T3.L3","294","298",19.97954,2000.00000,0.00000,0.00000,16.51092,16.51092,0.00000,0.00000 -"15-OCT-2022 11:30","WRK_T3.M3","293","298",17.88491,2000.00000,0.00000,0.00000,16.51092,16.51092,0.00000,0.00000 -"15-OCT-2022 11:30","WRK_T3.T3","299","298",-37.86445,2000.00000,0.00000,0.00000,16.51092,16.51092,0.00000,0.00000 -"15-OCT-2022 11:30","WRK_T30.T30","297","299",11.17119,67.90000,0.01083,0.07920,16.46250,16.51092,0.00000,-0.47280 -"15-OCT-2022 11:30","WRK_T4.T4","299","292",-35.76982,2000.00000,0.00000,0.00000,16.51092,16.51092,0.00000,0.00000 -"15-OCT-2022 11:30","WTK_T21.T21","689","681",-34.46485,68.64000,0.06306,0.03970,16.83444,16.76054,0.00000,0.40854 -"15-OCT-2022 11:30","WTK_T22.T22","689","681",-35.01770,68.71000,0.06581,0.04060,16.83444,16.76054,0.00000,0.39827 -"15-OCT-2022 11:30","WTK_T23.L23","830","686",0.00000,51.10000,0.00000,0.00000,16.83215,16.83617,0.00000,0.00000 -"15-OCT-2022 11:30","WTK_T23.M23","687","686",-21.74244,85.20000,0.00520,0.00000,16.84346,16.83617,0.00000,0.03555 -"15-OCT-2022 11:30","WTK_T23.T23","689","686",21.79686,99.60000,0.00237,0.10410,16.83444,16.83617,0.00000,-0.87748 -"15-OCT-2022 11:30","WTK_T24.L24","829","685",0.00000,51.10000,0.00000,0.00000,16.84468,16.84074,0.00000,0.00000 -"15-OCT-2022 11:30","WTK_T24.M24","688","685",-20.66092,85.20000,0.00438,0.00000,16.84712,16.84074,0.00000,0.02904 -"15-OCT-2022 11:30","WTK_T24.T24","689","685",20.71546,99.60000,0.00250,0.10410,16.83444,16.84074,0.00000,-0.83236 -"15-OCT-2022 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12:30","NSY_PRU1.1","653","673",-10.50000,2000.00000,0.00000,0.00000,51.84028,51.84028,0.00000,0.00000 -"15-OCT-2022 12:30","NSY_ROX.1","654","747",79.17704,671.11000,0.46351,0.00000,51.70833,51.88421,0.00000,-5.06169 -"15-OCT-2022 12:30","NSY_T1.T1","654","653",7.89284,54.05000,0.00479,0.02410,51.70833,51.84028,0.00000,-0.22800 -"15-OCT-2022 12:30","NSY_T2.T2","654","653",7.89284,54.05000,0.00479,0.02410,51.70833,51.84028,0.00000,-0.22800 -"15-OCT-2022 12:30","NTM_T1.T1","230","229",-42.50000,2000.00000,0.00000,0.00000,49.24755,49.24755,0.00000,0.00000 -"15-OCT-2022 12:30","NTM_T2.T2","230","228",-42.50000,2000.00000,0.00000,0.00000,49.24755,49.24755,0.00000,0.00000 -"15-OCT-2022 12:30","OAM_BPT_WTK1.1","619","774",14.08244,56.01000,0.20154,0.00000,51.94737,53.34505,0.00000,4.46591 -"15-OCT-2022 12:30","OAM_BPT_WTK1.2","619","688",-19.45911,74.30000,0.20750,0.00000,51.94737,50.96708,0.00000,4.14818 -"15-OCT-2022 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12:30","OWH_T2.T2","251","250",3.54302,35.90000,0.00215,0.00910,49.79016,49.82052,0.00000,-0.22645 -"15-OCT-2022 12:30","PAK_T1.T1","87","86",24.12410,140.75000,0.01648,0.04370,53.31553,53.41863,0.00000,-0.36371 -"15-OCT-2022 12:30","PAK_T2.T2","87","86",24.12730,140.75000,0.01638,0.04370,53.31553,53.41863,0.00000,-0.36089 -"15-OCT-2022 12:30","PAK_T3.T3","87","86",24.14021,140.80000,0.01620,0.04370,53.31553,53.41863,0.00000,-0.35539 -"15-OCT-2022 12:30","PAK_WKM1.1","61","87",208.45454,808.21000,0.09763,0.00000,53.21546,53.31553,0.00000,7.82736 -"15-OCT-2022 12:30","PAK_WKM1.2","61","289",-210.89898,1212.12000,2.44443,0.00000,53.21546,49.97927,0.00000,276.21366 -"15-OCT-2022 12:30","PAK_WKM2.1","62","87",208.56469,808.21000,0.09862,0.00000,53.21575,53.31553,0.00000,7.77652 -"15-OCT-2022 12:30","PAK_WKM2.2","62","289",-211.01234,1212.12000,2.44764,0.00000,53.21575,49.97927,0.00000,276.34167 -"15-OCT-2022 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12:30","PRM_T1.T1","484","483",16.70754,140.75000,0.00681,0.03440,52.41447,52.43586,0.00000,-0.90170 -"15-OCT-2022 12:30","PRM_T2.T2","485","483",16.67044,140.75000,0.00677,0.03440,52.41459,52.43586,0.00000,-0.90209 -"15-OCT-2022 12:30","PRU_T1.T1","673","672",-10.50000,2000.00000,0.00000,0.00000,51.84028,51.84028,0.00000,0.00000 -"15-OCT-2022 12:30","PTA_T1.T1","349","348",-31.00000,2000.00000,0.00000,0.00000,51.74403,51.74403,0.00000,0.00000 -"15-OCT-2022 12:30","RDF_T1.T1","303","302",21.76336,140.75000,0.01201,0.04500,49.72460,49.84321,0.00000,-0.13007 -"15-OCT-2022 12:30","RDF_T2.T2","303","302",21.12880,140.75000,0.01535,0.03260,49.72460,49.84321,0.00000,0.05803 -"15-OCT-2022 12:30","RDF_T3.T3","304","303",-1.64910,104.00000,0.00078,0.03900,49.74817,49.72460,0.00000,-0.97009 -"15-OCT-2022 12:30","RDF_T4.T4","304","303",-1.64910,104.00000,0.00078,0.03900,49.74817,49.72460,0.00000,-0.97009 -"15-OCT-2022 12:30","RDF_TUI1.1","303","312",-21.44795,69.81000,0.65630,0.00000,49.72460,46.60890,0.00000,17.09563 -"15-OCT-2022 12:30","RDF_TUI2.1","303","312",-21.44924,69.81000,0.65632,0.00000,49.72460,46.60890,0.00000,17.09699 -"15-OCT-2022 12:30","RDF_WHI1.1","304","319",-5.77265,583.00000,0.00586,0.00000,49.74817,49.69681,0.00000,0.00253 -"15-OCT-2022 12:30","RDF_WRK.1","304","299",-45.77080,582.67000,0.28587,0.00000,49.74817,49.44265,0.00000,-0.11879 -"15-OCT-2022 12:30","RDF_WTU1.1","304","766",27.24938,346.76000,0.01292,0.00000,49.74817,49.77175,0.00000,-0.00029 -"15-OCT-2022 12:30","RDF_WTU2.1","304","321",27.25998,347.00000,0.01294,0.00000,49.74817,49.77181,0.00000,0.00029 -"15-OCT-2022 12:30","RKA_T1.T1","255","764",-30.00000,2000.00000,0.00000,0.00000,49.29766,49.29766,0.00000,0.00000 -"15-OCT-2022 12:30","RKA_WRK1.1","255","297",15.00000,2000.00000,0.00000,0.00000,49.29766,49.29766,0.00000,0.00000 -"15-OCT-2022 12:30","RKA_WRK2.1","255","297",15.00000,9999.00000,0.00000,0.00000,49.29766,49.29766,0.00000,0.00000 -"15-OCT-2022 12:30","ROS_T2.T2","99","98",16.52794,81.09000,0.02057,0.01800,54.13782,54.27042,0.00000,0.04930 -"15-OCT-2022 12:30","ROS_T3.T3","99","98",18.99892,94.12000,0.01544,0.02680,54.13782,54.27042,0.00000,0.11340 -"15-OCT-2022 12:30","ROS_T4.T4","99","98",16.52523,83.90000,0.02068,0.01800,54.13782,54.27042,0.00000,0.04607 -"15-OCT-2022 12:30","ROT_T2.T2","765","257",16.36135,66.12000,0.03285,0.01560,49.62737,49.97153,0.00000,1.60504 -"15-OCT-2022 12:30","ROT_T3.T3","765","256",7.68318,36.40000,0.00864,0.01580,49.62737,49.90875,0.00000,0.47114 -"15-OCT-2022 12:30","ROT_T4.T4","258","256",6.29767,36.40000,0.00541,0.01580,49.95103,49.90875,0.00000,-0.66235 -"15-OCT-2022 12:30","ROT_T5.T5","258","257",13.32489,66.12000,0.02179,0.01560,49.95103,49.97153,0.00000,-0.79762 -"15-OCT-2022 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12:30","TKR_T2.T2","489","488",26.99932,115.50000,0.05526,0.02260,52.57997,52.78635,0.00000,0.73111 -"15-OCT-2022 12:30","TKR_WIL1.1","489","495",10.06379,312.62000,0.02069,0.00000,52.57997,52.67191,0.00000,-0.08214 -"15-OCT-2022 12:30","TKR_WIL2.1","489","495",10.02069,312.65000,0.02062,0.00000,52.57997,52.67191,0.00000,-0.08246 -"15-OCT-2022 12:30","TKU_T1.T1","409","404",-18.79670,2000.00000,0.00000,0.00000,50.06000,50.06000,0.00000,0.00000 -"15-OCT-2022 12:30","TKU_T2.T2","409","405",-18.79670,2000.00000,0.00000,0.00000,50.06000,50.06000,0.00000,0.00000 -"15-OCT-2022 12:30","TKU_T21.T21","408","409",-5.17706,26.40000,0.00711,0.02590,50.21946,50.06000,0.00000,-0.41621 -"15-OCT-2022 12:30","TKU_T3.T3","409","406",-18.79670,2000.00000,0.00000,0.00000,50.06000,50.06000,0.00000,0.00000 -"15-OCT-2022 12:30","TKU_T4.T4","409","407",-18.79670,2000.00000,0.00000,0.00000,50.06000,50.06000,0.00000,0.00000 -"15-OCT-2022 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12:30","TMN_TWH1.1","412","160",12.11174,492.27000,0.13083,0.00000,52.46383,52.58180,0.00000,-2.72532 -"15-OCT-2022 12:30","TMU_T1.T1","152","151",10.88772,40.69000,0.01501,0.01660,52.17712,52.30086,0.00000,-0.15300 -"15-OCT-2022 12:30","TMU_T2.T2","152","151",10.85685,40.93000,0.01495,0.01660,52.17712,52.30086,0.00000,-0.15346 -"15-OCT-2022 12:30","TNG_T11.T11","416","413",9.34696,60.90000,0.01218,0.02660,50.38746,50.62724,0.00000,0.13896 -"15-OCT-2022 12:30","TNG_T12.T12","416","413",9.33595,60.90000,0.01214,0.02660,50.38746,50.62724,0.00000,0.13870 -"15-OCT-2022 12:30","TNG_T2.T2","416","414",0.03463,21.67000,0.00003,0.01220,50.38746,50.42690,0.00000,-0.30760 -"15-OCT-2022 12:30","TNG_T3.T3","416","415",0.03322,21.67000,0.00002,0.00940,50.38746,50.41881,0.00000,-0.23697 -"15-OCT-2022 12:30","TRC_T1.L1","154","157",-7.36810,2000.00000,0.00000,0.00000,52.60953,52.60953,0.00000,0.00000 -"15-OCT-2022 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12:30","WTK_T24.L24","829","685",0.00000,51.10000,0.00000,0.00000,50.93585,50.94778,0.00000,0.00000 -"15-OCT-2022 12:30","WTK_T24.M24","688","685",-19.46302,85.20000,0.00391,0.00000,50.96708,50.94778,0.00000,0.08823 -"15-OCT-2022 12:30","WTK_T24.T24","689","685",19.51725,99.60000,0.00219,0.10410,50.92873,50.94778,0.00000,-2.52161 -"15-OCT-2022 12:30","WTK_T28.T28","681","684",0.00165,6.90000,0.00000,0.00330,50.70515,50.77344,0.00000,-0.08378 -"15-OCT-2022 12:30","WTU_T3.T3","321","320",27.22330,121.10000,0.03809,0.04750,49.77181,49.91066,0.00000,-0.24586 -"15-OCT-2022 12:30","WTU_T4.T4","766","320",27.21271,121.10000,0.03842,0.04750,49.77175,49.91066,0.00000,-0.25399 -"15-OCT-2022 12:30","WVY_T1.T1","366","365",1.64499,10.00000,0.00164,0.00670,51.67954,51.83955,0.00000,-0.08467 -"15-OCT-2022 12:30","WWD_T1.T1","499","497",-0.04000,2000.00000,0.00000,0.00000,52.73114,52.73114,0.00000,0.00000 -"15-OCT-2022 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13:30","ROT_TRK1.1","258","275",-18.90004,77.36000,0.06589,0.00000,19.04141,18.93284,0.00000,0.39865 -"15-OCT-2022 13:30","ROT_TRK2.1","765","275",1.74480,77.36000,0.00258,0.00000,18.91803,18.93284,0.00000,-0.01154 -"15-OCT-2022 13:30","ROT_WHE1.1","765","280",-25.00000,2000.00000,0.00000,0.00000,18.91803,18.91803,0.00000,0.00000 -"15-OCT-2022 13:30","ROX_T1.T1","747","744",-24.00000,2000.00000,0.00000,0.00000,19.74524,19.74524,0.00000,0.00000 -"15-OCT-2022 13:30","ROX_T10.L10","835","745",0.00000,10.65000,0.00000,0.00000,19.49385,19.49245,0.00000,0.00000 -"15-OCT-2022 13:30","ROX_T10.M10","746","745",-19.80760,196.30000,0.00456,0.00000,19.51760,19.49245,0.00000,0.20458 -"15-OCT-2022 13:30","ROX_T10.T10","747","745",19.82587,196.30000,0.00173,0.03310,19.74524,19.49245,0.00000,-2.84525 -"15-OCT-2022 13:30","ROX_T2.T2","747","743",-24.00000,2000.00000,0.00000,0.00000,19.74524,19.74524,0.00000,0.00000 -"15-OCT-2022 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15:30","NSY_PRU1.1","653","673",-10.50000,2000.00000,0.00000,0.00000,56.32054,56.32054,0.00000,0.00000 -"15-OCT-2022 15:30","NSY_ROX.1","654","747",81.70393,671.11000,0.47831,0.00000,56.17718,56.22721,0.00000,-11.40346 -"15-OCT-2022 15:30","NSY_T1.T1","654","653",8.22518,54.05000,0.00563,0.02410,56.17718,56.32054,0.00000,-0.24771 -"15-OCT-2022 15:30","NSY_T2.T2","654","653",8.22518,54.05000,0.00563,0.02410,56.17718,56.32054,0.00000,-0.24771 -"15-OCT-2022 15:30","NTM_T1.T1","230","229",-42.50000,2000.00000,0.00000,0.00000,53.38271,53.38271,0.00000,0.00000 -"15-OCT-2022 15:30","NTM_T2.T2","230","228",-42.50000,2000.00000,0.00000,0.00000,53.38271,53.38271,0.00000,0.00000 -"15-OCT-2022 15:30","OAM_BPT_WTK1.1","619","774",13.94911,66.68000,0.19959,0.00000,55.95564,57.73025,0.00000,6.61603 -"15-OCT-2022 15:30","OAM_BPT_WTK1.2","619","688",-21.66725,74.30000,0.24843,0.00000,55.95564,54.91197,0.00000,4.35620 -"15-OCT-2022 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17:00","WPR_T3.T3","555","554",4.56975,13.60000,0.00975,0.01000,49.02955,49.29422,0.00000,0.11784 -"15-OCT-2022 17:00","WPW_T1.T1","431","429",6.29505,26.23000,0.01115,0.04000,47.72283,47.85526,0.00000,-0.80718 -"15-OCT-2022 17:00","WPW_T2.T2","430","429",7.84140,26.23000,0.01108,0.02850,47.72975,47.85526,0.00000,-0.45494 -"15-OCT-2022 17:00","WPW_T33.T33","429","428",2.29926,10.00000,0.00277,0.00720,47.85526,47.96718,0.00000,-0.11043 -"15-OCT-2022 17:00","WRD_T1.T1","49","47",18.95637,80.00000,0.00000,0.00000,48.55975,48.56227,0.00000,0.02393 -"15-OCT-2022 17:00","WRD_T2.T2","48","779",0.00000,80.00000,0.00000,0.00000,48.55934,48.55934,0.00000,0.00000 -"15-OCT-2022 17:00","WRD_T3.T3","755","47",18.48534,80.00000,0.00000,0.00000,48.55987,48.56227,0.00000,0.02219 -"15-OCT-2022 17:00","WRD_T7.T7","50","47",30.82632,157.64000,0.02763,0.03680,48.46781,48.56227,0.00000,-0.10836 -"15-OCT-2022 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18:00","STU_T5.T5","674","675",-4.59601,11.85000,0.01577,0.03840,24.22481,24.05017,0.00000,-0.25480 -"15-OCT-2022 18:00","STU_T6.T6","674","675",-4.61118,11.85000,0.01602,0.03840,24.22481,24.05017,0.00000,-0.25652 -"15-OCT-2022 18:00","STU_TIM.1","675","575",-9.32315,58.87000,0.07756,0.00000,24.05017,23.37791,0.00000,2.20116 -"15-OCT-2022 18:00","SVL_T1.T1","39","38",25.18963,131.90000,0.02345,0.03920,24.63840,24.68766,0.00000,-0.15301 -"15-OCT-2022 18:00","SVL_T2.T2","40","38",23.58724,141.75000,0.01337,0.04890,24.63924,24.68766,0.00000,-0.19757 -"15-OCT-2022 18:00","SWN_T1A.T1A","43","41",0.00000,2000.00000,0.00000,0.00000,24.41603,24.41603,0.00000,0.00000 -"15-OCT-2022 18:00","SWN_T1B.T1B","43","41",0.00000,2000.00000,0.00000,0.00000,24.41603,24.41603,0.00000,0.00000 -"15-OCT-2022 18:00","SWN_T2.T2","43","42",1.75318,48.75000,0.00113,0.01210,24.41603,24.43171,0.00000,-0.14781 -"15-OCT-2022 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18:00","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,23.71000,23.71000,0.00000,0.00000 -"15-OCT-2022 18:00","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,23.71000,23.71000,0.00000,0.00000 -"15-OCT-2022 18:00","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,23.71000,23.71000,0.00000,0.00000 -"15-OCT-2022 18:00","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,23.71000,23.71000,0.00000,0.00000 -"15-OCT-2022 18:00","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,23.71000,23.71000,0.00000,0.00000 -"15-OCT-2022 18:00","WAI_T1.T1","277","279",-4.04441,10.00000,0.01244,0.02790,22.55300,22.39920,0.00000,-0.14390 -"15-OCT-2022 18:00","WAI_T2.T2","277","279",-4.07946,12.30000,0.01188,0.03760,22.55300,22.39920,0.00000,-0.24428 -"15-OCT-2022 18:00","WAI_T5.T5","278","277",-0.99075,4.50000,0.00170,0.00410,22.63157,22.55300,0.00000,-0.02673 -"15-OCT-2022 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18:30","OTA_T14.T14","84","79",14.09700,91.96000,0.01035,0.01730,48.54303,48.67327,0.00000,0.24510 -"15-OCT-2022 18:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,48.67955,48.66317,0.00000,0.00000 -"15-OCT-2022 18:30","OTA_T3.M3","82","81",-67.01648,337.70000,0.02352,0.00000,48.69377,48.66317,0.00000,0.45262 -"15-OCT-2022 18:30","OTA_T3.T3","84","81",67.05464,337.70000,0.01401,0.04830,48.54303,48.66317,0.00000,2.51189 -"15-OCT-2022 18:30","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,48.65267,48.66415,0.00000,0.00000 -"15-OCT-2022 18:30","OTA_T4.M4","82","80",-67.19350,327.70000,0.02594,0.00000,48.69377,48.66415,0.00000,0.36339 -"15-OCT-2022 18:30","OTA_T4.T4","84","80",67.21669,327.70000,0.00509,0.03620,48.54303,48.66415,0.00000,3.06609 -"15-OCT-2022 18:30","OTA_T5.T5","84","82",67.07340,332.40000,0.03180,0.04510,48.54303,48.69377,0.00000,3.18310 -"15-OCT-2022 18:30","OTA_TIE3.1","84","85",158.27822,737.33000,0.01393,0.00000,48.54303,48.55639,0.00000,0.71952 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18:30","PAK_T3.T3","87","86",24.69250,140.80000,0.01725,0.04370,48.46613,48.55985,0.00000,-0.32280 -"15-OCT-2022 18:30","PAK_WKM1.1","61","87",215.12210,808.21000,0.10312,0.00000,48.37040,48.46613,0.00000,7.79700 -"15-OCT-2022 18:30","PAK_WKM1.2","61","289",-217.78791,1212.12000,2.66581,0.00000,48.37040,45.29953,0.00000,269.92617 -"15-OCT-2022 18:30","PAK_WKM2.1","62","87",215.23580,808.21000,0.10416,0.00000,48.37072,48.46613,0.00000,7.74279 -"15-OCT-2022 18:30","PAK_WKM2.2","62","289",-217.90491,1212.12000,2.66910,0.00000,48.37072,45.29953,0.00000,270.06069 -"15-OCT-2022 18:30","PEN_R862.1","96","757",83.17061,2000.00000,0.00000,0.00000,48.77841,48.95926,0.00000,7.52076 -"15-OCT-2022 18:30","PEN_T11.T11","96","92",56.37758,235.40000,0.15996,0.05600,48.77841,48.94993,0.00000,-0.45055 -"15-OCT-2022 18:30","PEN_T21.T21","90","92",-7.94335,45.23000,0.00550,0.00450,49.04798,48.94993,0.00000,0.14422 -"15-OCT-2022 18:30","PEN_T23.T23","90","92",-7.67122,45.25000,0.00558,0.00450,49.04798,48.94993,0.00000,0.12900 -"15-OCT-2022 18:30","PEN_T5.T5","96","91",1.92028,48.75000,0.00123,0.01210,48.77841,48.80974,0.00000,-0.29530 -"15-OCT-2022 18:30","PEN_T6.L6","794","94",0.00000,74.50000,0.00000,0.00000,48.86556,48.87511,0.00000,0.00000 -"15-OCT-2022 18:30","PEN_T6.M6","95","94",-71.50907,310.30000,0.03101,0.00000,48.91125,48.87511,0.00000,0.53395 -"15-OCT-2022 18:30","PEN_T6.T6","96","94",71.54692,310.30000,0.01455,0.04660,48.77841,48.87511,0.00000,1.96479 -"15-OCT-2022 18:30","PEN_T7.T7","96","92",52.32127,252.30000,0.06076,0.05140,48.77841,48.94993,0.00000,1.74209 -"15-OCT-2022 18:30","PEN_T8.T8","96","795",0.06194,209.05000,0.00004,0.12380,48.77841,48.80829,0.00000,-3.02123 -"15-OCT-2022 18:30","PEN_T9.T9","96","92",56.05488,209.05000,0.08635,0.12380,48.77841,48.94993,0.00000,-0.33596 -"15-OCT-2022 18:30","PNI_T1.T1","481","480",5.25456,23.80000,0.01102,0.03880,47.23645,47.42256,0.00000,-0.69223 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18:30","PTA_T1.T1","349","348",-31.00000,2000.00000,0.00000,0.00000,46.64068,46.64068,0.00000,0.00000 -"15-OCT-2022 18:30","RDF_T1.T1","303","302",20.07806,140.75000,0.00918,0.04500,45.05795,45.08290,0.00000,-0.97087 -"15-OCT-2022 18:30","RDF_T2.T2","303","302",19.49264,140.75000,0.01272,0.03260,45.05795,45.08290,0.00000,-0.77835 -"15-OCT-2022 18:30","RDF_T3.T3","304","303",-0.04971,104.00000,0.00002,0.03900,45.07930,45.05795,0.00000,-0.87905 -"15-OCT-2022 18:30","RDF_T4.T4","304","303",-0.04971,104.00000,0.00002,0.03900,45.07930,45.05795,0.00000,-0.87905 -"15-OCT-2022 18:30","RDF_TUI1.1","303","312",-20.00580,69.81000,0.58712,0.00000,45.05795,42.94670,0.00000,7.89133 -"15-OCT-2022 18:30","RDF_TUI2.1","303","312",-20.00700,69.81000,0.58715,0.00000,45.05795,42.94670,0.00000,7.89202 -"15-OCT-2022 18:30","RDF_WHI1.1","304","319",-8.40172,583.00000,0.00853,0.00000,45.07930,45.03276,0.00000,0.00334 -"15-OCT-2022 18:30","RDF_WRK.1","304","299",-47.45984,582.67000,0.29642,0.00000,45.07930,44.80245,0.00000,-0.11161 -"15-OCT-2022 18:30","RDF_WTU1.1","304","766",27.80308,346.76000,0.01319,0.00000,45.07930,45.10067,0.00000,-0.00027 -"15-OCT-2022 18:30","RDF_WTU2.1","304","321",27.81389,347.00000,0.01320,0.00000,45.07930,45.10072,0.00000,0.00027 -"15-OCT-2022 18:30","RKA_T1.T1","255","764",-30.00000,2000.00000,0.00000,0.00000,44.67108,44.67108,0.00000,0.00000 -"15-OCT-2022 18:30","RKA_WRK1.1","255","297",15.00000,2000.00000,0.00000,0.00000,44.67108,44.67108,0.00000,0.00000 -"15-OCT-2022 18:30","RKA_WRK2.1","255","297",15.00000,9999.00000,0.00000,0.00000,44.67108,44.67108,0.00000,0.00000 -"15-OCT-2022 18:30","ROS_T2.T2","99","98",16.76762,81.09000,0.02122,0.01800,49.16290,49.28332,0.00000,0.04303 -"15-OCT-2022 18:30","ROS_T3.T3","99","98",19.27444,94.12000,0.01594,0.02680,49.16290,49.28332,0.00000,0.10727 -"15-OCT-2022 18:30","ROS_T4.T4","99","98",16.76487,83.90000,0.02137,0.01800,49.16290,49.28332,0.00000,0.03929 -"15-OCT-2022 18:30","ROT_T2.T2","765","257",16.18479,66.12000,0.03220,0.01560,45.12109,45.37845,0.00000,0.99813 -"15-OCT-2022 18:30","ROT_T3.T3","765","256",8.71537,36.40000,0.01109,0.01580,45.12109,45.32137,0.00000,0.26342 -"15-OCT-2022 18:30","ROT_T4.T4","258","256",7.61109,36.40000,0.00857,0.01580,45.30468,45.32137,0.00000,-0.48865 -"15-OCT-2022 18:30","ROT_T5.T5","258","257",13.74936,66.12000,0.02334,0.01560,45.30468,45.37845,0.00000,-0.37635 -"15-OCT-2022 18:30","ROT_TRK1.1","258","275",-21.45840,77.36000,0.08226,0.00000,45.30468,45.03454,0.00000,1.03499 -"15-OCT-2022 18:30","ROT_TRK2.1","765","275",-4.92315,77.36000,0.00729,0.00000,45.12109,45.03454,0.00000,0.04852 -"15-OCT-2022 18:30","ROT_WHE1.1","765","280",-20.00000,2000.00000,0.00000,0.00000,45.12109,45.12109,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_T1.T1","747","744",-32.00000,2000.00000,0.00000,0.00000,46.41449,46.41449,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_T10.L10","835","745",0.00000,10.65000,0.00000,0.00000,46.12410,46.12741,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_T10.M10","746","745",-16.37015,196.30000,0.00377,0.00000,46.16167,46.12741,0.00000,0.19340 -"15-OCT-2022 18:30","ROX_T10.T10","747","745",16.38813,196.30000,0.00143,0.03310,46.41449,46.12741,0.00000,-3.14869 -"15-OCT-2022 18:30","ROX_T2.T2","747","743",-32.00000,2000.00000,0.00000,0.00000,46.41449,46.41449,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_T3.T3","747","742",-32.00000,2000.00000,0.00000,0.00000,46.41449,46.41449,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_T4.T4","747","741",-32.00000,2000.00000,0.00000,0.00000,46.41449,46.41449,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_T5.T5","747","740",-32.00000,2000.00000,0.00000,0.00000,46.41449,46.41449,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_T6.T6","746","739",-13.33667,2000.00000,0.00000,0.00000,46.16167,46.16167,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_T7.T7","746","738",-13.33667,2000.00000,0.00000,0.00000,46.16167,46.16167,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_T8.T8","746","737",-13.33667,2000.00000,0.00000,0.00000,46.16167,46.16167,0.00000,0.00000 -"15-OCT-2022 18:30","ROX_TMH1.1","747","750",102.30605,470.00000,0.76862,0.00000,46.41449,47.42351,0.00000,33.38896 -"15-OCT-2022 18:30","ROX_TMH2.1","747","750",102.30605,470.00000,0.76862,0.00000,46.41449,47.42351,0.00000,33.38896 -"15-OCT-2022 18:30","RPO_T5.T5","401","400",-46.00000,2000.00000,0.00000,0.00000,45.00055,45.00055,0.00000,0.00000 -"15-OCT-2022 18:30","RPO_T6.T6","401","399",-46.00000,2000.00000,0.00000,0.00000,45.00055,45.00055,0.00000,0.00000 -"15-OCT-2022 18:30","RPO_TNG1.1","401","416",109.30232,291.34000,0.96838,0.00000,45.00055,45.88218,0.00000,25.96607 -"15-OCT-2022 18:30","RPO_WRK1.1","401","299",-17.37942,397.00000,0.07711,0.00000,45.00055,44.80245,0.00000,-0.01353 -"15-OCT-2022 18:30","SBK_WPR.1","553","555",-12.27818,46.00000,0.22350,0.00000,50.32238,49.07732,0.00000,2.02005 -"15-OCT-2022 18:30","SDN_T1.T1","749","748",22.38172,108.37000,0.02381,0.06250,47.46250,47.53829,0.00000,-1.20324 -"15-OCT-2022 18:30","SDN_T2.T2","749","748",14.26442,108.37000,0.00683,0.04250,47.46250,47.53829,0.00000,-0.63199 -"15-OCT-2022 18:30","SDN_TMH.1","749","750",-33.02178,370.00000,0.01583,0.00000,47.46250,47.42351,0.00000,0.26797 -"15-OCT-2022 18:30","SFD_SPL.1","358","360",0.00000,2000.00000,0.00000,0.00000,47.25304,47.25304,0.00000,0.00000 -"15-OCT-2022 18:30","SFD_T10.L10","809","355",0.00000,85.80000,0.00000,0.00000,47.29121,47.27189,0.00000,0.00000 -"15-OCT-2022 18:30","SFD_T10.M10","357","355",-27.62187,143.00000,0.01192,0.00000,47.32144,47.27189,0.00000,0.40241 -"15-OCT-2022 18:30","SFD_T10.T10","358","355",27.68048,166.50000,0.00341,0.11040,47.25304,47.27189,0.00000,-2.42907 -"15-OCT-2022 18:30","SFD_T21.T21","358","352",0.00000,2000.00000,0.00000,0.00000,47.25304,47.25304,0.00000,0.00000 -"15-OCT-2022 18:30","SFD_T22.T22","358","353",0.00000,2000.00000,0.00000,0.00000,47.25304,47.25304,0.00000,0.00000 -"15-OCT-2022 18:30","SFD_T6.T6","357","354",7.86236,55.02000,0.00385,0.01790,47.32144,47.34473,0.00000,-0.42338 -"15-OCT-2022 18:30","SFD_T8.T8","357","354",7.85328,55.02000,0.00388,0.01790,47.32144,47.34473,0.00000,-0.42409 -"15-OCT-2022 18:30","SFD_T9.L9","808","356",0.00000,57.40000,0.00000,0.00000,47.30602,47.31864,0.00000,0.00000 -"15-OCT-2022 18:30","SFD_T9.M9","357","356",-25.27044,249.56000,0.00383,0.00000,47.32144,47.31864,0.00000,-0.05532 -"15-OCT-2022 18:30","SFD_T9.T9","358","356",25.28961,286.90000,0.00197,0.03440,47.25304,47.31864,0.00000,-0.03097 -"15-OCT-2022 18:30","SFD_TMN1.1","358","412",20.13827,492.31000,0.16439,0.00000,47.25304,47.54775,0.00000,-0.94067 -"15-OCT-2022 18:30","SPL_T10.T10","360","359",0.00000,2000.00000,0.00000,0.00000,47.25304,47.25304,0.00000,0.00000 -"15-OCT-2022 18:30","STK_T10.T10","535","529",35.32379,140.75000,0.03979,0.03300,51.59342,51.69910,0.00000,-0.01507 -"15-OCT-2022 18:30","STK_T3.L3","817","532",0.00000,22.50000,0.00000,0.00000,51.70691,51.67580,0.00000,0.00000 -"15-OCT-2022 18:30","STK_T3.M3","530","532",-2.14580,60.00000,0.00072,0.00000,51.69324,51.67580,0.00000,0.00016 -"15-OCT-2022 18:30","STK_T3.T3","534","532",2.15186,60.00000,0.00006,0.01200,51.67664,51.67580,0.00000,-0.31240 -"15-OCT-2022 18:30","STK_T4.L4","818","533",0.00000,22.50000,0.00000,0.00000,51.71127,51.68015,0.00000,0.00000 -"15-OCT-2022 18:30","STK_T4.M4","530","533",-2.14546,43.83000,0.00055,0.00000,51.69324,51.68015,0.00000,-0.00016 -"15-OCT-2022 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18:30","TNG_T11.T11","416","413",9.23386,60.90000,0.01164,0.02660,45.88218,46.10051,0.00000,0.12653 -"15-OCT-2022 18:30","TNG_T12.T12","416","413",9.22298,60.90000,0.01160,0.02660,45.88218,46.10051,0.00000,0.12630 -"15-OCT-2022 18:30","TNG_T2.T2","416","414",0.03463,21.67000,0.00003,0.01220,45.88218,45.91809,0.00000,-0.28010 -"15-OCT-2022 18:30","TNG_T3.T3","416","415",0.03322,21.67000,0.00002,0.00940,45.88218,45.91072,0.00000,-0.21578 -"15-OCT-2022 18:30","TRC_T1.L1","154","157",-7.36861,2000.00000,0.00000,0.00000,47.96860,47.96860,0.00000,0.00000 -"15-OCT-2022 18:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,47.96860,47.96860,0.00000,0.00000 -"15-OCT-2022 18:30","TRC_T1.T1","155","157",-7.63139,2000.00000,0.00000,0.00000,47.96860,47.96860,0.00000,0.00000 -"15-OCT-2022 18:30","TRC_T2.L2","154","156",-7.36861,2000.00000,0.00000,0.00000,47.96860,47.96860,0.00000,0.00000 -"15-OCT-2022 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18:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,45.01455,45.02973,0.00000,0.00000 -"15-OCT-2022 18:30","TRK_T3.M3","275","273",-14.58323,210.10000,0.00305,0.00000,45.03454,45.02973,0.00000,-0.03367 -"15-OCT-2022 18:30","TRK_T3.T3","276","273",14.60279,210.10000,0.00206,0.03500,44.94680,45.02973,0.00000,-0.22888 -"15-OCT-2022 18:30","TRK_T4.T4","275","270",5.78893,20.00000,0.00893,0.01200,45.03454,45.14765,0.00000,-0.14506 -"15-OCT-2022 18:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,42.94670,42.94670,0.00000,0.00000 -"15-OCT-2022 18:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,42.94670,42.94670,0.00000,0.00000 -"15-OCT-2022 18:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,42.94670,42.94670,0.00000,0.00000 -"15-OCT-2022 18:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,42.94670,42.94670,0.00000,0.00000 -"15-OCT-2022 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19:30","ROS_T2.T2","99","98",17.49495,81.09000,0.02321,0.01800,54.26643,54.39934,0.00000,0.04164 -"15-OCT-2022 19:30","ROS_T3.T3","99","98",20.11050,94.12000,0.01745,0.02680,54.26643,54.39934,0.00000,0.13280 -"15-OCT-2022 19:30","ROS_T4.T4","99","98",17.49208,83.90000,0.02346,0.01800,54.26643,54.39934,0.00000,0.03483 -"15-OCT-2022 19:30","ROT_T2.T2","765","257",16.07206,66.12000,0.03179,0.01560,49.76131,50.04515,0.00000,1.09507 -"15-OCT-2022 19:30","ROT_T3.T3","765","256",9.02325,36.40000,0.01182,0.01580,49.76131,49.98219,0.00000,0.30622 -"15-OCT-2022 19:30","ROT_T4.T4","258","256",7.91968,36.40000,0.00931,0.01580,49.96379,49.98219,0.00000,-0.55461 -"15-OCT-2022 19:30","ROT_T5.T5","258","257",13.63626,66.12000,0.02293,0.01560,49.96379,50.04515,0.00000,-0.40932 -"15-OCT-2022 19:30","ROT_TRK1.1","258","275",-21.65516,77.36000,0.08352,0.00000,49.96379,49.66586,0.00000,1.13928 -"15-OCT-2022 19:30","ROT_TRK2.1","765","275",-5.11859,77.36000,0.00758,0.00000,49.76131,49.66586,0.00000,0.05563 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19:30","ROX_T5.T5","747","740",-32.00000,2000.00000,0.00000,0.00000,51.88882,51.88882,0.00000,0.00000 -"15-OCT-2022 19:30","ROX_T6.T6","746","739",-13.33667,2000.00000,0.00000,0.00000,51.29541,51.29541,0.00000,0.00000 -"15-OCT-2022 19:30","ROX_T7.T7","746","738",-13.33667,2000.00000,0.00000,0.00000,51.29541,51.29541,0.00000,0.00000 -"15-OCT-2022 19:30","ROX_T8.T8","746","737",-13.33667,2000.00000,0.00000,0.00000,51.29541,51.29541,0.00000,0.00000 -"15-OCT-2022 19:30","ROX_TMH1.1","747","750",113.38025,470.00000,0.93878,0.00000,51.88882,52.67995,0.00000,20.12197 -"15-OCT-2022 19:30","ROX_TMH2.1","747","750",113.38025,470.00000,0.93878,0.00000,51.88882,52.67995,0.00000,20.12197 -"15-OCT-2022 19:30","RPO_T5.T5","401","400",-46.00000,2000.00000,0.00000,0.00000,49.50788,49.50788,0.00000,0.00000 -"15-OCT-2022 19:30","RPO_T6.T6","401","399",-46.00000,2000.00000,0.00000,0.00000,49.50788,49.50788,0.00000,0.00000 -"15-OCT-2022 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19:30","SFD_T9.T9","358","356",26.41809,286.90000,0.00206,0.03440,52.49338,52.57303,0.00000,0.09381 -"15-OCT-2022 19:30","SFD_TMN1.1","358","412",14.50989,492.31000,0.11844,0.00000,52.49338,52.69550,0.00000,-1.65432 -"15-OCT-2022 19:30","SPL_T10.T10","360","359",0.00000,2000.00000,0.00000,0.00000,52.49338,52.49338,0.00000,0.00000 -"15-OCT-2022 19:30","STK_T10.T10","535","529",35.53587,140.75000,0.04022,0.03300,57.57340,57.69132,0.00000,-0.01669 -"15-OCT-2022 19:30","STK_T3.L3","817","532",0.00000,22.50000,0.00000,0.00000,57.69775,57.66303,0.00000,0.00000 -"15-OCT-2022 19:30","STK_T3.M3","530","532",-2.19632,60.00000,0.00073,0.00000,57.68249,57.66303,0.00000,0.00018 -"15-OCT-2022 19:30","STK_T3.T3","534","532",2.20238,60.00000,0.00006,0.01200,57.66397,57.66303,0.00000,-0.34866 -"15-OCT-2022 19:30","STK_T4.L4","818","533",0.00000,22.50000,0.00000,0.00000,57.70262,57.66789,0.00000,0.00000 -"15-OCT-2022 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19:30","TKR_WIL2.1","489","495",9.23723,312.65000,0.01901,0.00000,52.59668,52.68583,0.00000,-0.08908 -"15-OCT-2022 19:30","TKU_T1.T1","409","404",-35.30669,2000.00000,0.00000,0.00000,50.06000,50.06000,0.00000,0.00000 -"15-OCT-2022 19:30","TKU_T2.T2","409","405",-35.30669,2000.00000,0.00000,0.00000,50.06000,50.06000,0.00000,0.00000 -"15-OCT-2022 19:30","TKU_T21.T21","408","409",-6.05385,26.40000,0.00990,0.02590,50.21946,50.06000,0.00000,-0.41621 -"15-OCT-2022 19:30","TKU_T3.T3","409","406",-35.30669,2000.00000,0.00000,0.00000,50.06000,50.06000,0.00000,0.00000 -"15-OCT-2022 19:30","TKU_T4.T4","409","407",-35.30669,2000.00000,0.00000,0.00000,50.06000,50.06000,0.00000,0.00000 -"15-OCT-2022 19:30","TKU_WKM1.1","409","288",-10.27409,335.33000,0.04675,0.00000,50.06000,49.95257,0.00000,-0.61839 -"15-OCT-2022 19:30","TKU_WKM2.1","409","288",-10.27033,335.33000,0.04699,0.00000,50.06000,49.95257,0.00000,-0.62444 -"15-OCT-2022 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19:30","TMU_T2.T2","152","151",12.76465,40.93000,0.01948,0.01660,51.87804,52.00107,0.00000,-0.15290 -"15-OCT-2022 19:30","TNG_T11.T11","416","413",8.95236,60.90000,0.01031,0.02660,50.39207,50.63187,0.00000,0.13895 -"15-OCT-2022 19:30","TNG_T12.T12","416","413",8.94182,60.90000,0.01027,0.02660,50.39207,50.63187,0.00000,0.13873 -"15-OCT-2022 19:30","TNG_T2.T2","416","414",0.03463,21.67000,0.00003,0.01220,50.39207,50.43151,0.00000,-0.30763 -"15-OCT-2022 19:30","TNG_T3.T3","416","415",0.03322,21.67000,0.00002,0.00940,50.39207,50.42342,0.00000,-0.23699 -"15-OCT-2022 19:30","TRC_T1.L1","154","157",-7.30177,2000.00000,0.00000,0.00000,52.99703,52.99703,0.00000,0.00000 -"15-OCT-2022 19:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,52.99703,52.99703,0.00000,0.00000 -"15-OCT-2022 19:30","TRC_T1.T1","155","157",-7.69823,2000.00000,0.00000,0.00000,52.99703,52.99703,0.00000,0.00000 -"15-OCT-2022 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19:30","TRK_T2.T2","276","274",15.96670,210.10000,0.00225,0.03500,49.56905,49.66057,0.00000,-0.19432 -"15-OCT-2022 19:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,49.67731,49.66057,0.00000,0.00000 -"15-OCT-2022 19:30","TRK_T3.M3","275","273",-15.94695,210.10000,0.00334,0.00000,49.66586,49.66057,0.00000,-0.04063 -"15-OCT-2022 19:30","TRK_T3.T3","276","273",15.96670,210.10000,0.00225,0.03500,49.56905,49.66057,0.00000,-0.19432 -"15-OCT-2022 19:30","TRK_T4.T4","275","270",5.80196,20.00000,0.00896,0.01200,49.66586,49.79061,0.00000,-0.15998 -"15-OCT-2022 19:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,47.35198,47.35198,0.00000,0.00000 -"15-OCT-2022 19:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,47.35198,47.35198,0.00000,0.00000 -"15-OCT-2022 19:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,47.35198,47.35198,0.00000,0.00000 -"15-OCT-2022 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20:30","OTA_ROS2.1","82","99",21.37145,87.26000,0.12213,0.00000,50.85632,51.34616,0.00000,2.09889 -"15-OCT-2022 20:30","OTA_SWN.1","84","43",193.32122,915.00000,0.16091,0.00000,50.69719,50.77857,0.00000,3.78110 -"15-OCT-2022 20:30","OTA_T13.T13","84","79",15.06810,91.96000,0.01295,0.01730,50.69719,50.83321,0.00000,0.25598 -"15-OCT-2022 20:30","OTA_T14.T14","84","79",15.06810,91.96000,0.01295,0.01730,50.69719,50.83321,0.00000,0.25598 -"15-OCT-2022 20:30","OTA_T3.L3","792","81",0.00000,94.60000,0.00000,0.00000,50.80743,50.82452,0.00000,0.00000 -"15-OCT-2022 20:30","OTA_T3.M3","82","81",-68.93531,337.70000,0.02506,0.00000,50.85632,50.82452,0.00000,0.45894 -"15-OCT-2022 20:30","OTA_T3.T3","84","81",68.97438,337.70000,0.01492,0.04830,50.69719,50.82452,0.00000,2.78478 -"15-OCT-2022 20:30","OTA_T4.L4","791","80",0.00000,78.70000,0.00000,0.00000,50.83758,50.82558,0.00000,0.00000 -"15-OCT-2022 20:30","OTA_T4.M4","82","80",-69.11759,327.70000,0.02757,0.00000,50.85632,50.82558,0.00000,0.36136 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20:30","ROS_T2.T2","99","98",17.92848,81.09000,0.02440,0.01800,51.34616,51.47192,0.00000,0.03609 -"15-OCT-2022 20:30","ROS_T3.T3","99","98",20.60884,94.12000,0.01836,0.02680,51.34616,51.47192,0.00000,0.13378 -"15-OCT-2022 20:30","ROS_T4.T4","99","98",17.92554,83.90000,0.02470,0.01800,51.34616,51.47192,0.00000,0.02814 -"15-OCT-2022 20:30","ROT_T2.T2","765","257",15.55190,66.12000,0.02989,0.01560,47.08319,47.35175,0.00000,1.01120 -"15-OCT-2022 20:30","ROT_T3.T3","765","256",8.82818,36.40000,0.01136,0.01580,47.08319,47.29219,0.00000,0.28032 -"15-OCT-2022 20:30","ROT_T4.T4","258","256",7.50128,36.40000,0.00830,0.01580,47.27477,47.29219,0.00000,-0.50461 -"15-OCT-2022 20:30","ROT_T5.T5","258","257",12.63486,66.12000,0.01927,0.01560,47.27477,47.35175,0.00000,-0.33930 -"15-OCT-2022 20:30","ROT_TRK1.1","258","275",-20.22622,77.36000,0.07438,0.00000,47.27477,46.99288,0.00000,1.09274 -"15-OCT-2022 20:30","ROT_TRK2.1","765","275",-0.39637,77.36000,0.00059,0.00000,47.08319,46.99288,0.00000,0.00408 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20:30","TKR_WIL2.1","489","495",7.56831,312.65000,0.01558,0.00000,49.81985,49.90665,0.00000,-0.06020 -"15-OCT-2022 20:30","TKU_T1.T1","409","404",-35.25000,2000.00000,0.00000,0.00000,47.37103,47.37103,0.00000,0.00000 -"15-OCT-2022 20:30","TKU_T2.T2","409","405",-35.25000,2000.00000,0.00000,0.00000,47.37103,47.37103,0.00000,0.00000 -"15-OCT-2022 20:30","TKU_T21.T21","408","409",-5.90036,26.40000,0.00941,0.02590,47.52192,47.37103,0.00000,-0.39385 -"15-OCT-2022 20:30","TKU_T3.T3","409","406",-35.25000,2000.00000,0.00000,0.00000,47.37103,47.37103,0.00000,0.00000 -"15-OCT-2022 20:30","TKU_T4.T4","409","407",-35.25000,2000.00000,0.00000,0.00000,47.37103,47.37103,0.00000,0.00000 -"15-OCT-2022 20:30","TKU_WKM1.1","409","288",-15.69777,335.33000,0.07143,0.00000,47.37103,47.26379,0.00000,-0.85027 -"15-OCT-2022 20:30","TKU_WKM2.1","409","288",-15.69202,335.33000,0.07179,0.00000,47.37103,47.26379,0.00000,-0.85903 -"15-OCT-2022 20:30","TMI_T1.T1","269","268",12.42814,39.30000,0.02491,0.03450,47.76445,47.90464,0.00000,-0.55183 -"15-OCT-2022 20:30","TMI_T2.T2","269","268",10.06197,51.80000,0.01171,0.01450,47.76445,47.90464,0.00000,0.07760 -"15-OCT-2022 20:30","TMK_T1.T1","583","582",23.24007,63.30000,0.06118,0.01610,50.28003,50.57362,0.00000,1.45728 -"15-OCT-2022 20:30","TMK_T2.T2","584","582",23.36873,63.30000,0.06211,0.01690,50.27284,50.57362,0.00000,1.51647 -"15-OCT-2022 20:30","TMN_T5.T5","412","411",0.03227,23.60000,0.00002,0.00950,49.85689,49.89458,0.00000,-0.23700 -"15-OCT-2022 20:30","TMN_T8.T8","412","410",0.03363,23.90000,0.00003,0.01220,49.85689,49.89994,0.00000,-0.30439 -"15-OCT-2022 20:30","TMN_TWH1.1","412","160",11.51295,492.27000,0.12437,0.00000,49.85689,50.11417,0.00000,-1.63521 -"15-OCT-2022 20:30","TMU_T1.T1","152","151",11.94471,40.69000,0.01750,0.01660,49.01098,49.12721,0.00000,-0.14355 -"15-OCT-2022 20:30","TMU_T2.T2","152","151",11.91084,40.93000,0.01746,0.01660,49.01098,49.12721,0.00000,-0.14432 -"15-OCT-2022 20:30","TNG_T11.T11","416","413",8.86942,60.90000,0.00992,0.02660,47.69032,47.91726,0.00000,0.13150 -"15-OCT-2022 20:30","TNG_T12.T12","416","413",8.85897,60.90000,0.00988,0.02660,47.69032,47.91726,0.00000,0.13130 -"15-OCT-2022 20:30","TNG_T2.T2","416","414",0.03413,21.67000,0.00003,0.01220,47.69032,47.72764,0.00000,-0.29114 -"15-OCT-2022 20:30","TNG_T3.T3","416","415",0.03272,21.67000,0.00002,0.00940,47.69032,47.71998,0.00000,-0.22428 -"15-OCT-2022 20:30","TRC_T1.L1","154","157",-7.30608,2000.00000,0.00000,0.00000,50.14061,50.14061,0.00000,0.00000 -"15-OCT-2022 20:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,50.14061,50.14061,0.00000,0.00000 -"15-OCT-2022 20:30","TRC_T1.T1","155","157",-7.69392,2000.00000,0.00000,0.00000,50.14061,50.14061,0.00000,0.00000 -"15-OCT-2022 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20:30","TRK_T2.T2","276","274",10.65308,210.10000,0.00150,0.03500,46.90128,46.98787,0.00000,-0.39632 -"15-OCT-2022 20:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,47.00371,46.98787,0.00000,0.00000 -"15-OCT-2022 20:30","TRK_T3.M3","275","273",-10.63408,210.10000,0.00222,0.00000,46.99288,46.98787,0.00000,-0.02564 -"15-OCT-2022 20:30","TRK_T3.T3","276","273",10.65308,210.10000,0.00150,0.03500,46.90128,46.98787,0.00000,-0.39632 -"15-OCT-2022 20:30","TRK_T4.T4","275","270",5.34582,20.00000,0.00782,0.01200,46.99288,47.11091,0.00000,-0.15137 -"15-OCT-2022 20:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,44.80396,44.80396,0.00000,0.00000 -"15-OCT-2022 20:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,44.80396,44.80396,0.00000,0.00000 -"15-OCT-2022 20:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,44.80396,44.80396,0.00000,0.00000 -"15-OCT-2022 20:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,44.80396,44.80396,0.00000,0.00000 -"15-OCT-2022 20:30","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,44.80396,44.80396,0.00000,0.00000 -"15-OCT-2022 20:30","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,44.80396,44.80396,0.00000,0.00000 -"15-OCT-2022 20:30","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,44.80396,44.80396,0.00000,0.00000 -"15-OCT-2022 20:30","TUK_TWH1.1","158","159",0.00000,2000.00000,0.00000,0.00000,50.14061,50.14061,0.00000,0.00000 -"15-OCT-2022 20:30","TUR_T1.T1","419","418",-32.44400,9999.00000,0.00000,0.00000,49.42384,49.42384,0.00000,0.00000 -"15-OCT-2022 20:30","TWC_T1.T1","421","420",-27.61650,2000.00000,0.00000,0.00000,49.33914,49.33914,0.00000,0.00000 -"15-OCT-2022 20:30","TWC_T2.T2","421","420",-27.61650,2000.00000,0.00000,0.00000,49.33914,49.33914,0.00000,0.00000 -"15-OCT-2022 20:30","TWH_T1.T1","160","159",13.90397,135.94000,0.00735,0.03920,50.11417,50.14061,0.00000,-0.98324 -"15-OCT-2022 20:30","TWH_T2.T2","160","159",13.86787,135.94000,0.00729,0.03920,50.11417,50.14061,0.00000,-0.98227 -"15-OCT-2022 20:30","TWZ_T18.T18","679","680",-2.21089,27.40000,0.00104,0.03560,48.44653,48.42380,0.00000,-0.86234 -"15-OCT-2022 20:30","TWZ_T19.T19","679","680",-2.21078,27.40000,0.00104,0.03560,48.44653,48.42380,0.00000,-0.86236 -"15-OCT-2022 20:30","UHT_T1.T1","491","490",9.77228,53.46000,0.01261,0.05150,49.85343,50.01811,0.00000,-0.79876 -"15-OCT-2022 20:30","UHT_T2.T2","491","490",9.77512,53.46000,0.01259,0.04690,49.85343,50.01811,0.00000,-0.68284 -"15-OCT-2022 20:30","WAA_T1.T1","364","362",0.00000,2000.00000,0.00000,0.00000,49.62933,49.62933,0.00000,0.00000 -"15-OCT-2022 20:30","WAA_T2.T2","364","363",0.00000,2000.00000,0.00000,0.00000,49.62933,49.62933,0.00000,0.00000 -"15-OCT-2022 20:30","WAA_T3.T3","364","361",0.00000,2000.00000,0.00000,0.00000,49.62933,49.62933,0.00000,0.00000 -"15-OCT-2022 20:30","WAA_T4.T4","364","363",0.00000,2000.00000,0.00000,0.00000,49.62933,49.62933,0.00000,0.00000 -"15-OCT-2022 20:30","WAA_T5.T5","364","362",0.00000,2000.00000,0.00000,0.00000,49.62933,49.62933,0.00000,0.00000 -"15-OCT-2022 20:30","WAI_T1.T1","277","279",-3.95070,10.00000,0.01186,0.02790,46.78651,46.46747,0.00000,-0.29998 -"15-OCT-2022 20:30","WAI_T2.T2","277","279",-3.98493,12.30000,0.01118,0.03760,46.78651,46.46747,0.00000,-0.50532 -"15-OCT-2022 20:30","WAI_T5.T5","278","277",-1.00179,4.50000,0.00174,0.00410,46.94952,46.78651,0.00000,-0.05545 -"15-OCT-2022 20:30","WDV_T1.T1","425","424",0.98650,4.50000,0.00069,0.00590,49.55482,49.62460,0.00000,-0.12898 -"15-OCT-2022 20:30","WDV_T2.T2","425","424",1.00374,4.50000,0.00071,0.00580,49.55482,49.62460,0.00000,-0.12639 -"15-OCT-2022 20:30","WEL_T1.T1","45","44",11.75200,40.50000,0.02286,0.05010,52.70190,52.77220,0.00000,-1.51217 -"15-OCT-2022 20:30","WEL_T2.T2","46","44",11.90756,39.00000,0.02070,0.03790,52.53269,52.77220,0.00000,-0.12017 -"15-OCT-2022 20:30","WGN_T1.T1","427","426",11.78205,39.60000,0.02004,0.02750,49.98911,50.11990,0.00000,-0.42083 -"15-OCT-2022 20:30","WGN_T2.T2","427","426",7.43095,24.01000,0.01162,0.03920,49.98911,50.11990,0.00000,-0.78749 -"15-OCT-2022 20:30","WGN_WVY1.1","427","366",-7.54133,165.05000,0.05175,0.00000,49.98911,49.49156,0.00000,0.58275 -"15-OCT-2022 20:30","WHI_T1.T1","319","313",18.70757,73.29000,0.01953,0.03000,46.98024,47.06731,0.00000,-0.35109 -"15-OCT-2022 20:30","WHI_T2.T2","319","314",22.45008,73.29000,0.02743,0.03000,46.98024,47.07054,0.00000,-0.33797 -"15-OCT-2022 20:30","WHI_T3.T3","319","315",6.74178,67.00000,0.00248,0.03400,46.98024,46.99756,0.00000,-0.79896 -"15-OCT-2022 20:30","WHI_T4.T4","319","318",0.00000,2000.00000,0.00000,0.00000,46.98024,46.98024,0.00000,0.00000 -"15-OCT-2022 20:30","WHI_T5.T5","319","317",0.00000,2000.00000,0.00000,0.00000,46.98024,46.98024,0.00000,0.00000 -"15-OCT-2022 20:30","WHI_T7.T7","319","316",0.00000,2000.00000,0.00000,0.00000,46.98024,46.98024,0.00000,0.00000 -"15-OCT-2022 20:30","WHI_WRK1.1","319","299",-52.31168,582.67000,0.26297,0.00000,46.98024,46.73997,0.00000,0.10731 -"15-OCT-2022 20:30","WHU_T1.T1","162","161",10.31732,103.30000,0.00541,0.02100,50.44885,50.47116,0.00000,-0.55126 -"15-OCT-2022 20:30","WHU_T3.T3","162","161",10.30144,75.49000,0.00371,0.02030,50.44885,50.47116,0.00000,-0.49097 -"15-OCT-2022 20:30","WHU_WKO1.1","162","164",28.24517,123.00000,0.12487,0.00000,50.44885,50.88553,0.00000,2.99004 -"15-OCT-2022 20:30","WHU_WKO2.1","162","164",28.19864,123.00000,0.12468,0.00000,50.44885,50.88553,0.00000,2.98473 -"15-OCT-2022 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22:30","TMU_T2.T2","152","151",8.67178,40.93000,0.00977,0.01660,49.66076,49.77853,0.00000,-0.14571 -"15-OCT-2022 22:30","TNG_T11.T11","416","413",8.87747,60.90000,0.00996,0.02660,48.80743,49.03969,0.00000,0.13458 -"15-OCT-2022 22:30","TNG_T12.T12","416","413",8.86701,60.90000,0.00992,0.02660,48.80743,49.03969,0.00000,0.13437 -"15-OCT-2022 22:30","TNG_T2.T2","416","414",0.03413,21.67000,0.00003,0.01220,48.80743,48.84563,0.00000,-0.29796 -"15-OCT-2022 22:30","TNG_T3.T3","416","415",0.03272,21.67000,0.00002,0.00940,48.80743,48.83779,0.00000,-0.22954 -"15-OCT-2022 22:30","TRC_T1.L1","154","157",-6.54468,2000.00000,0.00000,0.00000,50.54288,50.54288,0.00000,0.00000 -"15-OCT-2022 22:30","TRC_T1.M1","153","157",15.00000,2000.00000,0.00000,0.00000,50.54288,50.54288,0.00000,0.00000 -"15-OCT-2022 22:30","TRC_T1.T1","155","157",-8.45532,2000.00000,0.00000,0.00000,50.54288,50.54288,0.00000,0.00000 -"15-OCT-2022 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22:30","TRK_T2.T2","276","274",6.43259,210.10000,0.00091,0.03500,47.73389,47.75980,0.00000,-0.77410 -"15-OCT-2022 22:30","TRK_T3.L3","804","273",0.00000,56.00000,0.00000,0.00000,47.77590,47.75980,0.00000,0.00000 -"15-OCT-2022 22:30","TRK_T3.M3","275","273",-6.41418,210.10000,0.00134,0.00000,47.76864,47.75980,0.00000,-0.00371 -"15-OCT-2022 22:30","TRK_T3.T3","276","273",6.43259,210.10000,0.00091,0.03500,47.73389,47.75980,0.00000,-0.77410 -"15-OCT-2022 22:30","TRK_T4.T4","275","270",4.18391,20.00000,0.00491,0.01200,47.76864,47.88862,0.00000,-0.15387 -"15-OCT-2022 22:30","TUI_T1.T1","312","309",-13.33333,2000.00000,0.00000,0.00000,43.92949,43.92949,0.00000,0.00000 -"15-OCT-2022 22:30","TUI_T2.T2","312","311",-13.33333,2000.00000,0.00000,0.00000,43.92949,43.92949,0.00000,0.00000 -"15-OCT-2022 22:30","TUI_T3.T3","312","310",-13.33333,2000.00000,0.00000,0.00000,43.92949,43.92949,0.00000,0.00000 -"15-OCT-2022 22:30","TUI_T4.T4","312","307",-19.50000,2000.00000,0.00000,0.00000,43.92949,43.92949,0.00000,0.00000 -"15-OCT-2022 22:30","TUI_T5.T5","312","308",-19.50000,2000.00000,0.00000,0.00000,43.92949,43.92949,0.00000,0.00000 -"15-OCT-2022 22:30","TUI_T6.T6","312","306",-18.00000,2000.00000,0.00000,0.00000,43.92949,43.92949,0.00000,0.00000 -"15-OCT-2022 22:30","TUI_T7.T7","312","305",-18.00000,2000.00000,0.00000,0.00000,43.92949,43.92949,0.00000,0.00000 -"15-OCT-2022 22:30","TUK_TWH1.1","158","159",1.57500,2000.00000,0.00000,0.00000,50.54288,50.54288,0.00000,0.00000 -"15-OCT-2022 22:30","TUR_T1.T1","419","418",-24.83700,9999.00000,0.00000,0.00000,50.82647,50.82647,0.00000,0.00000 -"15-OCT-2022 22:30","TWC_T1.T1","421","420",-21.82850,2000.00000,0.00000,0.00000,50.74075,50.74075,0.00000,0.00000 -"15-OCT-2022 22:30","TWC_T2.T2","421","420",-21.82850,2000.00000,0.00000,0.00000,50.74075,50.74075,0.00000,0.00000 -"15-OCT-2022 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22:30","WKM_T2.T2","288","282",-28.00000,2000.00000,0.00000,0.00000,48.14543,48.14543,0.00000,0.00000 -"15-OCT-2022 22:30","WKM_T3.T3","288","283",-28.00000,2000.00000,0.00000,0.00000,48.14543,48.14543,0.00000,0.00000 -"15-OCT-2022 22:30","WKM_T4.T4","288","284",-28.00000,2000.00000,0.00000,0.00000,48.14543,48.14543,0.00000,0.00000 -"15-OCT-2022 22:30","WKM_T8.L8","285","286",-4.32200,2000.00000,0.00000,0.00000,48.14543,48.14543,0.00000,0.00000 -"15-OCT-2022 22:30","WKM_T8.M8","287","286",54.66828,2000.00000,0.00000,0.00000,48.14543,48.14543,0.00000,0.00000 -"15-OCT-2022 22:30","WKM_T8.T8","288","286",-50.34628,2000.00000,0.00000,0.00000,48.14543,48.14543,0.00000,0.00000 -"15-OCT-2022 22:30","WKM_T9.T9","288","287",-37.33172,2000.00000,0.00000,0.00000,48.14543,48.14543,0.00000,0.00000 -"15-OCT-2022 22:30","WKM_TIE1.1","288","289",78.78013,1104.00000,0.00312,0.00000,48.14543,48.15130,0.00000,0.15602 -"15-OCT-2022 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13:30","PEN_T21.T21","79","81",-14.82391,45.23000,0.01883,0.00450,104.53709,104.25183,0.00000,0.89470 -"02-DEC-2021 13:30","PEN_T23.T23","79","81",-14.31605,45.25000,0.01962,0.00450,104.53709,104.25183,0.00000,0.78111 -"02-DEC-2021 13:30","PEN_T5.T5","86","80",1.93329,48.75000,0.00124,0.01210,103.69372,103.76032,0.00000,-0.62775 -"02-DEC-2021 13:30","PEN_T6.L6","779","84",0.00000,71.40000,0.00000,0.00000,103.76558,103.74616,0.00000,0.00000 -"02-DEC-2021 13:30","PEN_T6.M6","85","84",-41.02533,297.30000,0.00823,0.00000,103.76406,103.74616,0.00000,-0.05988 -"02-DEC-2021 13:30","PEN_T6.T6","86","84",41.05223,297.30000,0.00360,0.04660,103.69372,103.74616,0.00000,-1.52760 -"02-DEC-2021 13:30","PEN_T7.T7","86","81",68.38434,241.80000,0.09959,0.05140,103.69372,104.25183,0.00000,11.21203 -"02-DEC-2021 13:30","PEN_T8.T8","86","780",0.06194,203.10000,0.00004,0.12380,103.69372,103.75544,0.00000,-6.42246 -"02-DEC-2021 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13:30","RDF_TUI2.1","293","302",-10.19577,57.15000,0.15072,0.00000,95.31668,91.83148,0.00000,10.58402 -"02-DEC-2021 13:30","RDF_WHI1.1","294","309",-22.34775,478.00000,0.01859,0.00000,95.13374,95.05322,0.00000,0.01529 -"02-DEC-2021 13:30","RDF_WRK.1","294","289",-60.58009,477.69000,0.31019,0.00000,95.13374,94.65471,0.00000,-0.24529 -"02-DEC-2021 13:30","RDF_WTU1.1","294","757",26.43689,346.76000,0.01254,0.00000,95.13374,95.17883,0.00000,-0.00051 -"02-DEC-2021 13:30","RDF_WTU2.1","294","311",26.44717,347.00000,0.01255,0.00000,95.13374,95.17894,0.00000,0.00051 -"02-DEC-2021 13:30","RKA_T1.T1","245","755",-32.00000,2000.00000,0.00000,0.00000,94.38192,94.38192,0.00000,0.00000 -"02-DEC-2021 13:30","RKA_WRK1.1","245","287",16.00000,2000.00000,0.00000,0.00000,94.38192,94.38192,0.00000,0.00000 -"02-DEC-2021 13:30","RKA_WRK2.1","245","287",16.00000,9999.00000,0.00000,0.00000,94.38192,94.38192,0.00000,0.00000 -"02-DEC-2021 13:30","ROS_T2.T2","89","88",16.37873,80.50000,0.02019,0.01800,104.75224,105.00425,0.00000,0.05880 -"02-DEC-2021 13:30","ROS_T3.T3","89","88",18.82741,94.12000,0.01513,0.02680,104.75224,105.00425,0.00000,0.17089 -"02-DEC-2021 13:30","ROS_T4.T4","89","88",16.37605,80.50000,0.02047,0.01800,104.75224,105.00425,0.00000,0.04359 -"02-DEC-2021 13:30","ROT_T2.T2","756","247",16.30205,66.12000,0.03263,0.01560,95.71924,96.22966,0.00000,1.83998 -"02-DEC-2021 13:30","ROT_T3.T3","756","246",6.73529,36.40000,0.00638,0.01580,95.71924,96.10857,0.00000,0.24507 -"02-DEC-2021 13:30","ROT_T4.T4","248","246",5.64273,36.40000,0.00383,0.01580,96.03789,96.10857,0.00000,-0.74402 -"02-DEC-2021 13:30","ROT_T5.T5","248","247",13.90408,66.12000,0.02390,0.01560,96.03789,96.22966,0.00000,-0.56749 -"02-DEC-2021 13:30","ROT_TRK1.1","248","265",-19.62846,63.36000,0.06595,0.00000,96.03789,95.56887,0.00000,1.43633 -"02-DEC-2021 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13:30","SDN_TMH.1","741","742",-31.60512,333.00000,0.01364,0.00000,80.76856,80.69759,0.00000,0.57073 -"02-DEC-2021 13:30","SFD_SPL.1","349","351",0.00000,2000.00000,0.00000,0.00000,94.92032,94.92032,0.00000,0.00000 -"02-DEC-2021 13:30","SFD_T10.L10","796","346",0.00000,81.00000,0.00000,0.00000,94.93695,94.97358,0.00000,0.00000 -"02-DEC-2021 13:30","SFD_T10.M10","348","346",-29.09566,135.00000,0.01352,0.00000,95.08721,94.97358,0.00000,1.01030 -"02-DEC-2021 13:30","SFD_T10.T10","349","346",29.15496,157.00000,0.00410,0.11040,94.92032,94.97358,0.00000,-4.66088 -"02-DEC-2021 13:30","SFD_T21.T21","797","343",0.00000,2000.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 13:30","SFD_T22.T22","349","344",0.00000,2000.00000,0.00000,0.00000,94.92032,94.92032,0.00000,0.00000 -"02-DEC-2021 13:30","SFD_T6.T6","348","345",7.28673,54.80000,0.00356,0.01790,95.08721,95.13383,0.00000,-0.85079 -"02-DEC-2021 13:30","SFD_T8.T8","348","345",7.27831,54.80000,0.00358,0.01790,95.08721,95.13383,0.00000,-0.85211 -"02-DEC-2021 13:30","SFD_T9.L9","795","347",0.00000,55.00000,0.00000,0.00000,95.10817,95.08386,0.00000,0.00000 -"02-DEC-2021 13:30","SFD_T9.M9","348","347",-26.61879,249.56000,0.00404,0.00000,95.08721,95.08386,0.00000,-0.14724 -"02-DEC-2021 13:30","SFD_T9.T9","349","347",26.63798,274.80000,0.00199,0.03440,94.92032,95.08386,0.00000,0.44813 -"02-DEC-2021 13:30","SFD_TMN1.1","349","403",78.66785,469.07000,0.88583,0.00000,94.92032,97.68939,0.00000,65.65076 -"02-DEC-2021 13:30","SPL_T10.T10","351","350",0.00000,2000.00000,0.00000,0.00000,94.92032,94.92032,0.00000,0.00000 -"02-DEC-2021 13:30","STK_T10.T10","526","520",36.92313,140.75000,0.04302,0.03300,90.57467,90.76019,0.00000,-0.02493 -"02-DEC-2021 13:30","STK_T3.L3","805","523",0.00000,22.50000,0.00000,0.00000,90.96897,90.91423,0.00000,0.00000 -"02-DEC-2021 13:30","STK_T3.M3","521","523",1.29366,60.00000,0.00043,0.00000,90.88356,90.91423,0.00000,0.00016 -"02-DEC-2021 13:30","STK_T3.T3","525","523",-1.28722,60.00000,0.00003,0.01200,90.91278,90.91423,0.00000,-0.54792 -"02-DEC-2021 13:30","STK_T4.L4","806","524",0.00000,22.40000,0.00000,0.00000,90.85218,90.90664,0.00000,0.00000 -"02-DEC-2021 13:30","STK_T4.M4","521","524",1.29334,43.97000,0.00033,0.00000,90.88356,90.90664,0.00000,-0.00016 -"02-DEC-2021 13:30","STK_T4.T4","525","524",-1.28701,59.80000,0.00003,0.01200,90.91278,90.90664,0.00000,-0.54303 -"02-DEC-2021 13:30","STK_T6.T6","526","520",36.87371,140.75000,0.04382,0.03300,90.57467,90.76019,0.00000,-0.06552 -"02-DEC-2021 13:30","STK_T7.L7","807","522",0.00000,48.00000,0.00000,0.00000,90.89366,90.91754,0.00000,0.00000 -"02-DEC-2021 13:30","STK_T7.M7","525","522",-16.08926,180.00000,0.00327,0.00000,90.91278,90.91754,0.00000,-0.18703 -"02-DEC-2021 13:30","STK_T7.T7","526","522",16.11124,180.00000,0.00029,0.04340,90.57467,90.91754,0.00000,0.77611 -"02-DEC-2021 13:30","STU_T5.T5","666","667",-4.00990,11.50000,0.01171,0.03840,86.26324,85.65973,0.00000,-0.95154 -"02-DEC-2021 13:30","STU_T6.T6","666","667",-4.02313,11.50000,0.01191,0.03840,86.26324,85.65973,0.00000,-0.95609 -"02-DEC-2021 13:30","STU_TIM.1","667","567",6.20698,48.20000,0.03304,0.00000,85.65973,84.74634,0.00000,-4.23466 -"02-DEC-2021 13:30","SVL_T1.T1","36","35",21.70265,126.30000,0.01634,0.03920,104.20420,104.40490,0.00000,-0.72161 -"02-DEC-2021 13:30","SVL_T2.T2","37","35",20.32203,137.90000,0.00829,0.04890,104.20742,104.40490,0.00000,-0.97864 -"02-DEC-2021 13:30","SWN_T1A.T1A","40","38",0.12338,2000.00000,0.00000,0.00000,103.56549,103.56549,0.00000,0.00000 -"02-DEC-2021 13:30","SWN_T1B.T1B","40","38",0.00117,2000.00000,0.00000,0.00000,103.56549,103.56549,0.00000,0.00000 -"02-DEC-2021 13:30","SWN_T2.T2","40","39",1.52303,48.75000,0.00098,0.01210,103.56549,103.63200,0.00000,-0.62697 -"02-DEC-2021 13:30","TAA_T1.T1","250","249",-20.00000,2000.00000,0.00000,0.00000,94.38192,94.38192,0.00000,0.00000 -"02-DEC-2021 13:30","TAA_WRK1.1","250","287",20.00000,2000.00000,0.00000,0.00000,94.38192,94.38192,0.00000,0.00000 -"02-DEC-2021 13:30","TAK_T5.T5","92","90",32.36218,162.14000,0.02320,0.05520,103.32234,103.44759,0.00000,-2.02860 -"02-DEC-2021 13:30","TAK_T8.T8","91","90",33.16858,162.14000,0.02436,0.05520,103.23880,103.44759,0.00000,-0.65255 -"02-DEC-2021 13:30","TAP_T1.T1","394","393",-48.98000,2000.00000,0.00000,0.00000,91.45168,91.45168,0.00000,0.00000 -"02-DEC-2021 13:30","TAP_WDV1.1","394","416",48.98000,2000.00000,0.00000,0.00000,91.45168,91.45168,0.00000,0.00000 -"02-DEC-2021 13:30","TGA_T1.T1","254","252",6.56053,36.03000,0.00754,0.01590,96.44025,96.73854,0.00000,-0.15547 -"02-DEC-2021 13:30","TGA_T2.T2","254","252",6.55324,38.40000,0.00733,0.01590,96.44025,96.73854,0.00000,-0.14618 -"02-DEC-2021 13:30","TGA_T3.T3","254","253",12.20659,108.40000,0.00866,0.02430,96.44025,96.49068,0.00000,-1.28220 -"02-DEC-2021 13:30","TGA_T4.T4","254","253",15.09073,108.40000,0.00561,0.02980,96.44025,96.49068,0.00000,-1.32787 -"02-DEC-2021 13:30","THI_T1.T1","257","255",-80.00000,2000.00000,0.00000,0.00000,94.72510,94.72510,0.00000,0.00000 -"02-DEC-2021 13:30","THI_T2.T2","257","256",-82.00000,2000.00000,0.00000,0.00000,94.72510,94.72510,0.00000,0.00000 -"02-DEC-2021 13:30","THI_WKM1.1","257","278",265.08666,902.91000,1.09583,0.00000,94.72510,95.70564,0.00000,77.52491 -"02-DEC-2021 13:30","THI_WRK1.1","257","289",-67.38898,903.00000,0.01522,0.00000,94.72510,94.65471,0.00000,1.65099 -"02-DEC-2021 13:30","TIM_T3.T3","567","812",0.00675,46.92000,0.00000,0.01350,84.74634,84.80160,0.00000,-0.57241 -"02-DEC-2021 13:30","TIM_T4.T4","567","565",23.17722,47.04000,0.06357,0.01350,84.74634,85.15089,0.00000,1.40701 -"02-DEC-2021 13:30","TIM_T5.L5","813","568",0.00000,82.00000,0.00000,0.00000,84.73111,84.71245,0.00000,0.00000 -"02-DEC-2021 13:30","TIM_T5.M5","567","568",-41.08867,247.91000,0.00675,0.00000,84.74634,84.71245,0.00000,0.41035 -"02-DEC-2021 13:30","TIM_T5.T5","569","568",41.11162,341.70000,0.00325,0.03940,84.61121,84.71245,0.00000,0.27452 -"02-DEC-2021 13:30","TIM_T6.T6","567","565",23.13683,47.04000,0.06599,0.01350,84.74634,85.15089,0.00000,1.29561 -"02-DEC-2021 13:30","TIM_T8A.T8A","570","567",14.27513,124.00000,0.00833,0.01850,84.38038,84.74634,0.00000,1.47511 -"02-DEC-2021 13:30","TIM_T8B.T8B","570","567",14.16648,122.10000,0.00821,0.01850,84.38038,84.74634,0.00000,1.46026 -"02-DEC-2021 13:30","TIM_TKA.1","553","573",-11.53590,51.00000,0.10619,0.00000,83.33738,81.82800,0.00000,4.28145 -"02-DEC-2021 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13:30","TRC_T1.L1","144","147",-9.94734,2000.00000,0.00000,0.00000,101.58391,101.58391,0.00000,0.00000 -"02-DEC-2021 13:30","TRC_T1.M1","143","147",21.00000,2000.00000,0.00000,0.00000,101.58391,101.58391,0.00000,0.00000 -"02-DEC-2021 13:30","TRC_T1.T1","145","147",-11.05266,2000.00000,0.00000,0.00000,101.58391,101.58391,0.00000,0.00000 -"02-DEC-2021 13:30","TRC_T2.L2","144","146",-9.94734,2000.00000,0.00000,0.00000,101.58391,101.58391,0.00000,0.00000 -"02-DEC-2021 13:30","TRC_T2.M2","143","146",21.00000,2000.00000,0.00000,0.00000,101.58391,101.58391,0.00000,0.00000 -"02-DEC-2021 13:30","TRC_T2.T2","145","146",-11.05266,2000.00000,0.00000,0.00000,101.58391,101.58391,0.00000,0.00000 -"02-DEC-2021 13:30","TRC_TWH1.1","145","149",11.08329,2000.00000,0.00000,0.00000,101.58391,101.58391,0.00000,0.00000 -"02-DEC-2021 13:30","TRC_TWH2.1","145","149",11.02203,9999.00000,0.00000,0.00000,101.58391,101.58391,0.00000,0.00000 -"02-DEC-2021 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13:30","TUI_T1.T1","302","299",-12.33333,2000.00000,0.00000,0.00000,91.83148,91.83148,0.00000,0.00000 -"02-DEC-2021 13:30","TUI_T2.T2","302","301",-12.33333,2000.00000,0.00000,0.00000,91.83148,91.83148,0.00000,0.00000 -"02-DEC-2021 13:30","TUI_T3.T3","302","300",-12.33333,2000.00000,0.00000,0.00000,91.83148,91.83148,0.00000,0.00000 -"02-DEC-2021 13:30","TUI_T4.T4","302","297",-10.50000,2000.00000,0.00000,0.00000,91.83148,91.83148,0.00000,0.00000 -"02-DEC-2021 13:30","TUI_T5.T5","302","298",-10.50000,2000.00000,0.00000,0.00000,91.83148,91.83148,0.00000,0.00000 -"02-DEC-2021 13:30","TUI_T6.T6","302","296",-9.50000,2000.00000,0.00000,0.00000,91.83148,91.83148,0.00000,0.00000 -"02-DEC-2021 13:30","TUI_T7.T7","302","295",-9.50000,2000.00000,0.00000,0.00000,91.83148,91.83148,0.00000,0.00000 -"02-DEC-2021 13:30","TUK_TWH1.1","148","149",7.82000,2000.00000,0.00000,0.00000,101.58391,101.58391,0.00000,0.00000 -"02-DEC-2021 13:30","TUR_T1.T1","410","409",-39.50000,9999.00000,0.00000,0.00000,91.51562,91.51562,0.00000,0.00000 -"02-DEC-2021 13:30","TWC_T1.T1","412","411",-22.24500,2000.00000,0.00000,0.00000,91.68065,91.68065,0.00000,0.00000 -"02-DEC-2021 13:30","TWC_T2.T2","412","411",-22.24500,2000.00000,0.00000,0.00000,91.68065,91.68065,0.00000,0.00000 -"02-DEC-2021 13:30","TWH_T1.T1","150","149",14.42769,131.64000,0.00739,0.03920,101.53205,101.58391,0.00000,-1.99204 -"02-DEC-2021 13:30","TWH_T2.T2","150","149",14.39023,131.64000,0.00733,0.03920,101.53205,101.58391,0.00000,-1.99005 -"02-DEC-2021 13:30","TWZ_T18.T18","671","672",-0.99624,25.80000,0.00044,0.03560,82.46079,82.42436,0.00000,-1.46780 -"02-DEC-2021 13:30","TWZ_T19.T19","767","672",-0.99624,25.80000,0.00044,0.03560,82.46081,82.42436,0.00000,-1.46780 -"02-DEC-2021 13:30","UHT_T1.T1","482","481",7.21630,50.80000,0.00526,0.05150,90.07229,90.13787,0.00000,-2.32138 -"02-DEC-2021 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13:30","WAI_T5.T5","268","267",-0.64857,4.50000,0.00052,0.00410,95.02443,94.94769,0.00000,-0.19480 -"02-DEC-2021 13:30","WDV_T1.T1","416","415",0.68024,4.50000,0.00025,0.00590,91.45168,91.58047,0.00000,-0.23796 -"02-DEC-2021 13:30","WDV_T2.T2","416","415",0.69213,4.50000,0.00027,0.00580,91.45168,91.58047,0.00000,-0.23331 -"02-DEC-2021 13:30","WEL_T1.T1","42","41",9.97153,37.80000,0.01698,0.05010,107.77594,108.07369,0.00000,-2.14036 -"02-DEC-2021 13:30","WEL_T2.T2","43","41",10.11099,36.90000,0.01554,0.03790,107.77380,108.07369,0.00000,-1.37159 -"02-DEC-2021 13:30","WGN_T1.T1","418","417",14.30036,37.20000,0.03040,0.02750,94.98210,95.40322,0.00000,0.24922 -"02-DEC-2021 13:30","WGN_T2.T2","418","417",9.01925,24.01000,0.01786,0.03920,94.98210,95.40322,0.00000,-0.82268 -"02-DEC-2021 13:30","WGN_WVY1.1","418","357",9.85561,153.41000,0.06286,0.00000,94.98210,95.02857,0.00000,-2.75758 -"02-DEC-2021 13:30","WHI_T1.T1","309","303",17.61049,70.20000,0.01737,0.03000,95.05322,95.22194,0.00000,-0.76956 -"02-DEC-2021 13:30","WHI_T2.T2","309","304",21.13323,70.20000,0.02448,0.03000,95.05322,95.22821,0.00000,-0.74521 -"02-DEC-2021 13:30","WHI_T3.T3","309","305",6.34737,64.30000,0.00225,0.03400,95.05322,95.08685,0.00000,-1.61648 -"02-DEC-2021 13:30","WHI_T4.T4","309","308",0.00000,2000.00000,0.00000,0.00000,95.05322,95.05322,0.00000,0.00000 -"02-DEC-2021 13:30","WHI_T5.T5","309","307",0.00000,2000.00000,0.00000,0.00000,95.05322,95.05322,0.00000,0.00000 -"02-DEC-2021 13:30","WHI_T7.T7","309","306",0.00000,2000.00000,0.00000,0.00000,95.05322,95.05322,0.00000,0.00000 -"02-DEC-2021 13:30","WHI_WRK1.1","309","289",-67.93583,477.69000,0.27998,0.00000,95.05322,94.65471,0.00000,0.23000 -"02-DEC-2021 13:30","WHU_T1.T1","152","151",10.61239,99.00000,0.00533,0.02100,103.14176,103.19385,0.00000,-1.08204 -"02-DEC-2021 13:30","WHU_T3.T3","152","151",10.59997,100.40000,0.00538,0.02030,103.14176,103.19385,0.00000,-1.04891 -"02-DEC-2021 13:30","WHU_WKO1.1","152","154",23.24828,101.00000,0.08458,0.00000,103.14176,103.87369,0.00000,4.11508 -"02-DEC-2021 13:30","WHU_WKO2.1","152","154",23.20998,100.99000,0.08445,0.00000,103.14176,103.87369,0.00000,4.10776 -"02-DEC-2021 13:30","WIL_T3.T3","487","484",13.37353,102.64000,0.00258,0.04750,90.21397,90.23133,0.00000,-2.14306 -"02-DEC-2021 13:30","WIL_T5.T5","487","484",13.37412,102.64000,0.00257,0.04750,90.21397,90.23133,0.00000,-2.14293 -"02-DEC-2021 13:30","WIL_T8.L8","801","485",0.00000,70.40000,0.00000,0.00000,90.23577,90.22151,0.00000,0.00000 -"02-DEC-2021 13:30","WIL_T8.M8","486","485",-88.54534,293.30000,0.03603,0.00000,90.28171,90.22151,0.00000,1.03896 -"02-DEC-2021 13:30","WIL_T8.T8","487","485",88.59205,293.30000,0.02026,0.05290,90.21397,90.22151,0.00000,-2.96619 -"02-DEC-2021 13:30","WIR_T1.T1","94","93",46.76668,91.89000,0.07993,0.09360,104.74704,105.07531,0.00000,-1.44068 -"02-DEC-2021 13:30","WIR_T2.T2","749","93",25.93457,91.89000,0.05328,0.03850,104.54076,105.07531,0.00000,2.10994 -"02-DEC-2021 13:30","WKM_T1.T1","278","271",-21.00000,2000.00000,0.00000,0.00000,95.70564,95.70564,0.00000,0.00000 -"02-DEC-2021 13:30","WKM_T2.T2","278","272",-21.00000,2000.00000,0.00000,0.00000,95.70564,95.70564,0.00000,0.00000 -"02-DEC-2021 13:30","WKM_T3.T3","278","273",-21.00000,2000.00000,0.00000,0.00000,95.70564,95.70564,0.00000,0.00000 -"02-DEC-2021 13:30","WKM_T4.T4","278","274",-21.00000,2000.00000,0.00000,0.00000,95.70564,95.70564,0.00000,0.00000 -"02-DEC-2021 13:30","WKM_T8.L8","275","276",-5.87600,2000.00000,0.00000,0.00000,95.70564,95.70564,0.00000,0.00000 -"02-DEC-2021 13:30","WKM_T8.M8","277","276",51.99205,2000.00000,0.00000,0.00000,95.70564,95.70564,0.00000,0.00000 -"02-DEC-2021 13:30","WKM_T8.T8","278","276",-46.11605,2000.00000,0.00000,0.00000,95.70564,95.70564,0.00000,0.00000 -"02-DEC-2021 13:30","WKM_T9.T9","278","277",-34.00795,2000.00000,0.00000,0.00000,95.70564,95.70564,0.00000,0.00000 -"02-DEC-2021 13:30","WKM_TIE1.1","278","279",4.68218,1027.00000,0.00017,0.00000,95.70564,95.71517,0.00000,0.01405 -"02-DEC-2021 13:30","WKM_TIE2.1","278","279",4.71793,1027.00000,0.00017,0.00000,95.70564,95.71517,0.00000,0.01416 -"02-DEC-2021 13:30","WKM_WRK1.1","279","289",-234.74409,902.91000,1.04749,0.00000,95.71517,94.65471,0.00000,74.33686 -"02-DEC-2021 13:30","WKO_T1.T1","154","153",6.74808,41.10000,0.00722,0.03230,103.87369,104.09074,0.00000,-1.32461 -"02-DEC-2021 13:30","WKO_T2.T2","154","153",13.98657,54.05000,0.01188,0.02880,103.87369,104.09074,0.00000,-0.59943 -"02-DEC-2021 13:30","WPA_T1.T1","281","280",-33.00000,2000.00000,0.00000,0.00000,95.37882,95.37882,0.00000,0.00000 -"02-DEC-2021 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14:30","ASB_TIM_TWZ2.3","551","672",-209.98602,694.33000,2.24766,0.00000,92.91611,91.15240,0.00000,80.75569 -"02-DEC-2021 14:30","ASY_SBK.1","532","545",4.74550,38.00000,0.00974,0.00000,100.46300,100.45151,0.00000,-0.51647 -"02-DEC-2021 14:30","ASY_T3.T3","532","763",6.04311,51.30000,0.00411,0.01400,100.46300,100.53140,0.00000,-0.70372 -"02-DEC-2021 14:30","ASY_T5.T5","532","531",6.04310,51.10000,0.00410,0.01400,100.46300,100.53113,0.00000,-0.70372 -"02-DEC-2021 14:30","ASY_WPR.1","532","547",-17.20419,38.00000,0.35849,0.00000,100.46300,97.20510,0.00000,10.01749 -"02-DEC-2021 14:30","ATI_OHK.1","169","225",-170.47370,365.43000,0.31673,0.00000,105.83400,105.61010,0.00000,2.32378 -"02-DEC-2021 14:30","ATI_T1.T1","169","168",-8.50000,2000.00000,0.00000,0.00000,105.83400,105.83400,0.00000,0.00000 -"02-DEC-2021 14:30","ATI_T2.T2","169","167",-8.50000,2000.00000,0.00000,0.00000,105.83400,105.83400,0.00000,0.00000 -"02-DEC-2021 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14:30","AVI_BEN1.1","616","630",56.16375,202.00000,0.10190,0.00000,91.32603,91.64480,0.00000,4.28268 -"02-DEC-2021 14:30","AVI_BEN2.1","616","630",56.20837,202.00000,0.10197,0.00000,91.32603,91.64480,0.00000,4.28652 -"02-DEC-2021 14:30","AVI_T1.T1","616","615",-50.10225,2000.00000,0.00000,0.00000,91.32603,91.32603,0.00000,0.00000 -"02-DEC-2021 14:30","AVI_T2.T2","616","614",-50.10225,2000.00000,0.00000,0.00000,91.32603,91.32603,0.00000,0.00000 -"02-DEC-2021 14:30","AVI_T3.T3","616","613",-50.10225,2000.00000,0.00000,0.00000,91.32603,91.32603,0.00000,0.00000 -"02-DEC-2021 14:30","AVI_T4.T4","616","612",-50.10225,2000.00000,0.00000,0.00000,91.32603,91.32603,0.00000,0.00000 -"02-DEC-2021 14:30","AVI_WTK.1","616","681",88.03688,569.84000,0.04858,0.00000,91.32603,91.47650,0.00000,4.40130 -"02-DEC-2021 14:30","BAL_HWB.1","685","688",-28.06923,51.00000,0.74497,0.00000,99.44821,93.82263,0.00000,41.90983 -"02-DEC-2021 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14:30","BLN_T2.T2","496","495",14.04219,58.50000,0.01488,0.05900,100.47241,100.68402,0.00000,-2.23328 -"02-DEC-2021 14:30","BLN_T3.T3","496","495",13.75408,76.20000,0.01243,0.02010,100.47241,100.68402,0.00000,-0.18250 -"02-DEC-2021 14:30","BOB_HAM1.1","49","111",-24.69140,50.68000,0.78305,0.00000,117.25074,112.67659,0.00000,10.56439 -"02-DEC-2021 14:30","BOB_HAM2.1","49","111",-24.69252,50.68000,0.78317,0.00000,117.25074,112.67659,0.00000,10.56022 -"02-DEC-2021 14:30","BOB_OTA1.1","49","94",1.58637,61.69000,0.00370,0.00000,117.25074,116.41963,0.00000,-0.87467 -"02-DEC-2021 14:30","BOB_OTA1.2","71","94",44.35909,117.55000,0.12792,0.00000,115.51247,116.41963,0.00000,12.67420 -"02-DEC-2021 14:30","BOB_OTA2.1","49","749",-1.46225,61.69000,0.00340,0.00000,117.25074,116.10145,0.00000,0.64087 -"02-DEC-2021 14:30","BOB_OTA2.2","71","749",26.90762,117.55000,0.04958,0.00000,115.51247,116.10145,0.00000,5.04581 -"02-DEC-2021 14:30","BOB_T2.T2","49","48",2.99916,36.60000,0.00189,0.03000,117.25074,117.32864,0.00000,-1.75371 -"02-DEC-2021 14:30","BOB_T3.T3","49","48",2.91877,36.60000,0.00204,0.03000,117.25074,117.32864,0.00000,-1.76614 -"02-DEC-2021 14:30","BPE_BRK1.1","368","319",115.72173,694.33000,0.61928,0.00000,102.58352,104.22571,0.00000,62.74626 -"02-DEC-2021 14:30","BPE_BRK2.1","368","319",116.21232,694.00000,0.62898,0.00000,102.58352,104.22571,0.00000,62.64333 -"02-DEC-2021 14:30","BPE_LTN2.1","368","376",-104.47586,694.28000,0.12608,0.00000,102.58352,102.11677,0.00000,17.91474 -"02-DEC-2021 14:30","BPE_MHO1.1","367","380",-1.48705,48.23000,0.00680,0.00000,102.37106,101.90273,0.00000,0.00021 -"02-DEC-2021 14:30","BPE_MHO2.1","367","379",-1.48142,48.23000,0.00678,0.00000,102.37106,101.90272,0.00000,-0.00021 -"02-DEC-2021 14:30","BPE_MTR1.1","367","760",32.63330,57.14000,1.15278,0.00000,102.37106,107.67368,0.00000,24.45924 -"02-DEC-2021 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14:30","MTN_T1.T1","383","381",6.62232,24.70000,0.00639,0.05100,104.67095,104.87407,0.00000,-2.33680 -"02-DEC-2021 14:30","MTN_T2.T2","382","381",5.00441,24.01000,0.00553,0.04260,104.66672,104.87407,0.00000,-2.00521 -"02-DEC-2021 14:30","MTO_T1.T1","29","28",6.46679,30.21000,0.01228,0.01870,120.30002,120.77819,0.00000,-0.32484 -"02-DEC-2021 14:30","MTO_T2.T2","30","28",6.45744,30.21000,0.01224,0.01870,120.30129,120.77819,0.00000,-0.32896 -"02-DEC-2021 14:30","MTR_OKN1.1","385","389",28.05620,57.14000,0.46248,0.00000,106.01095,107.65470,0.00000,-1.83545 -"02-DEC-2021 14:30","MTR_R92.1","760","385",31.48052,95.26000,0.00000,0.00000,107.67368,106.01095,0.00000,-26.17184 -"02-DEC-2021 14:30","MTR_T2.T2","385","384",3.40483,26.06000,0.00133,0.03900,106.01095,106.05231,0.00000,-2.06802 -"02-DEC-2021 14:30","NAP_NTM1.1","217","220",-64.00000,953.00000,0.00000,0.00000,105.03486,105.03486,0.00000,0.00000 -"02-DEC-2021 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14:30","OTI_T6.T6","609","608",0.03567,2.50000,0.00002,0.00330,92.68521,92.74960,0.00000,-0.15304 -"02-DEC-2021 14:30","OWH_T1.T1","241","240",2.63308,20.37000,0.00104,0.00910,106.75930,106.79968,0.00000,-0.48813 -"02-DEC-2021 14:30","OWH_T2.T2","241","240",2.64002,20.37000,0.00096,0.00910,106.75930,106.79968,0.00000,-0.48375 -"02-DEC-2021 14:30","PAK_PEN3.1","76","86",269.19711,874.13000,0.19041,0.00000,115.09765,115.38386,0.00000,27.53798 -"02-DEC-2021 14:30","PAK_T1.T1","76","75",27.79020,140.75000,0.02361,0.04370,115.09765,115.32022,0.00000,-0.78857 -"02-DEC-2021 14:30","PAK_T2.T2","76","75",27.79388,140.75000,0.02347,0.04370,115.09765,115.32022,0.00000,-0.77982 -"02-DEC-2021 14:30","PAK_T3.T3","76","75",27.80876,140.80000,0.02321,0.04370,115.09765,115.32022,0.00000,-0.76309 -"02-DEC-2021 14:30","PAK_WKM1.1","50","76",242.11177,633.00000,0.12936,0.00000,114.79245,115.09765,0.00000,29.50207 -"02-DEC-2021 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14:30","PEN_T9.T9","86","81",71.81125,203.10000,0.13815,0.12380,115.38386,115.85102,0.00000,1.60027 -"02-DEC-2021 14:30","PNI_T1.T1","472","471",3.05150,22.20000,0.00280,0.03880,99.84970,99.93533,0.00000,-1.94786 -"02-DEC-2021 14:30","PNI_T2.T2","473","471",3.05075,27.40000,0.00241,0.01130,99.85047,99.93533,0.00000,-0.55552 -"02-DEC-2021 14:30","PNI_TKR1.1","472","480",-3.07339,78.00000,0.00248,0.00000,99.84970,99.76939,0.00000,-0.00045 -"02-DEC-2021 14:30","PNI_TKR2.1","473","480",-3.05888,78.00000,0.00248,0.00000,99.85047,99.76939,0.00000,0.00045 -"02-DEC-2021 14:30","PPI_T1.T1","243","242",-37.35050,2000.00000,0.00000,0.00000,105.48400,105.48400,0.00000,0.00000 -"02-DEC-2021 14:30","PPI_THI1.1","243","257",35.70100,244.00000,0.00210,0.00000,105.48400,105.50987,0.00000,0.35111 -"02-DEC-2021 14:30","PRM_T1.T1","475","474",13.46785,140.75000,0.00549,0.03440,100.28468,100.32435,0.00000,-1.73367 -"02-DEC-2021 14:30","PRM_T2.T2","476","474",13.48952,140.75000,0.00548,0.03440,100.28241,100.32435,0.00000,-1.71747 -"02-DEC-2021 14:30","PRU_T1.T1","665","664",-2.50000,2000.00000,0.00000,0.00000,89.07565,89.07565,0.00000,0.00000 -"02-DEC-2021 14:30","PTA_T1.T1","340","339",-27.00000,2000.00000,0.00000,0.00000,105.86219,105.86219,0.00000,0.00000 -"02-DEC-2021 14:30","RDF_T1.T1","293","292",16.16675,140.75000,0.00739,0.04500,106.01231,106.06999,0.00000,-2.31250 -"02-DEC-2021 14:30","RDF_T2.T2","293","292",15.69537,136.50000,0.00993,0.03260,106.01231,106.06999,0.00000,-1.80302 -"02-DEC-2021 14:30","RDF_T3.T3","294","293",13.49712,98.00000,0.00603,0.03900,105.96499,106.01231,0.00000,-2.06724 -"02-DEC-2021 14:30","RDF_T4.T4","294","293",13.49712,98.00000,0.00603,0.03900,105.96499,106.01231,0.00000,-2.06724 -"02-DEC-2021 14:30","RDF_TUI1.1","293","302",-10.39196,57.15000,0.15843,0.00000,106.01231,102.13603,0.00000,11.74307 -"02-DEC-2021 14:30","RDF_TUI2.1","293","302",-10.39258,57.15000,0.15845,0.00000,106.01231,102.13603,0.00000,11.74349 -"02-DEC-2021 14:30","RDF_WHI1.1","294","309",-20.72652,478.00000,0.01724,0.00000,105.96499,105.87531,0.00000,0.01580 -"02-DEC-2021 14:30","RDF_WRK.1","294","289",-58.94912,477.69000,0.30184,0.00000,105.96499,105.43143,0.00000,-0.26587 -"02-DEC-2021 14:30","RDF_WTU1.1","294","757",26.15657,346.76000,0.01240,0.00000,105.96499,106.01522,0.00000,-0.00057 -"02-DEC-2021 14:30","RDF_WTU2.1","294","311",26.16674,347.00000,0.01242,0.00000,105.96499,106.01534,0.00000,0.00057 -"02-DEC-2021 14:30","RKA_T1.T1","245","755",-32.00000,2000.00000,0.00000,0.00000,105.12758,105.12758,0.00000,0.00000 -"02-DEC-2021 14:30","RKA_WRK1.1","245","287",16.00000,2000.00000,0.00000,0.00000,105.12758,105.12758,0.00000,0.00000 -"02-DEC-2021 14:30","RKA_WRK2.1","245","287",16.00000,9999.00000,0.00000,0.00000,105.12758,105.12758,0.00000,0.00000 -"02-DEC-2021 14:30","ROS_T2.T2","89","88",16.03180,80.50000,0.01925,0.01800,116.48687,116.76711,0.00000,0.07185 -"02-DEC-2021 14:30","ROS_T3.T3","89","88",18.42860,94.12000,0.01441,0.02680,116.48687,116.76711,0.00000,0.17630 -"02-DEC-2021 14:30","ROS_T4.T4","89","88",16.02917,80.50000,0.01951,0.01800,116.48687,116.76711,0.00000,0.05574 -"02-DEC-2021 14:30","ROT_T2.T2","756","247",16.51735,66.12000,0.03341,0.01560,106.62261,107.19118,0.00000,2.06870 -"02-DEC-2021 14:30","ROT_T3.T3","756","246",6.59052,36.40000,0.00604,0.01580,106.62261,107.05629,0.00000,0.26002 -"02-DEC-2021 14:30","ROT_T4.T4","248","246",5.49380,36.40000,0.00347,0.01580,106.97755,107.05629,0.00000,-0.81546 -"02-DEC-2021 14:30","ROT_T5.T5","248","247",14.11132,66.12000,0.02466,0.01560,106.97755,107.19118,0.00000,-0.65054 -"02-DEC-2021 14:30","ROT_TRK1.1","248","265",-19.68707,63.36000,0.06625,0.00000,106.97755,106.45511,0.00000,1.59882 -"02-DEC-2021 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14:30","ROX_T4.T4","739","733",-32.00000,2000.00000,0.00000,0.00000,88.53661,88.53661,0.00000,0.00000 -"02-DEC-2021 14:30","ROX_T5.T5","739","732",-32.00000,2000.00000,0.00000,0.00000,88.53661,88.53661,0.00000,0.00000 -"02-DEC-2021 14:30","ROX_T6.T6","738","731",-26.66667,2000.00000,0.00000,0.00000,87.22124,87.22124,0.00000,0.00000 -"02-DEC-2021 14:30","ROX_T7.T7","738","730",-26.66667,2000.00000,0.00000,0.00000,87.22124,87.22124,0.00000,0.00000 -"02-DEC-2021 14:30","ROX_T8.T8","738","729",-26.66667,2000.00000,0.00000,0.00000,87.22124,87.22124,0.00000,0.00000 -"02-DEC-2021 14:30","ROX_TMH1.1","739","742",32.61807,385.00000,0.09548,0.00000,88.53661,89.24278,0.00000,7.25629 -"02-DEC-2021 14:30","ROX_TMH2.1","739","742",32.61807,385.00000,0.09548,0.00000,88.53661,89.24278,0.00000,7.25629 -"02-DEC-2021 14:30","RPO_T5.T5","392","391",-44.00000,2000.00000,0.00000,0.00000,103.34960,103.34960,0.00000,0.00000 -"02-DEC-2021 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14:30","SDN_TMH.1","741","742",-30.11083,333.00000,0.01299,0.00000,89.32126,89.24278,0.00000,0.60133 -"02-DEC-2021 14:30","SFD_SPL.1","349","351",0.00000,2000.00000,0.00000,0.00000,105.71782,105.71782,0.00000,0.00000 -"02-DEC-2021 14:30","SFD_T10.L10","796","346",0.00000,81.00000,0.00000,0.00000,105.81658,105.77577,0.00000,0.00000 -"02-DEC-2021 14:30","SFD_T10.M10","348","346",-25.50689,135.00000,0.01007,0.00000,105.90080,105.77577,0.00000,1.06105 -"02-DEC-2021 14:30","SFD_T10.T10","349","346",25.56494,157.00000,0.00284,0.11040,105.71782,105.77577,0.00000,-5.24840 -"02-DEC-2021 14:30","SFD_T21.T21","797","343",0.00000,2000.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 14:30","SFD_T22.T22","349","344",0.00000,2000.00000,0.00000,0.00000,105.71782,105.71782,0.00000,0.00000 -"02-DEC-2021 14:30","SFD_T6.T6","348","345",7.56152,54.80000,0.00369,0.01790,105.90080,105.95271,0.00000,-0.94751 -"02-DEC-2021 14:30","SFD_T8.T8","348","345",7.55279,54.80000,0.00372,0.01790,105.90080,105.95271,0.00000,-0.94904 -"02-DEC-2021 14:30","SFD_T9.L9","795","347",0.00000,55.00000,0.00000,0.00000,105.92391,105.89684,0.00000,0.00000 -"02-DEC-2021 14:30","SFD_T9.M9","348","347",-23.33587,249.56000,0.00354,0.00000,105.90080,105.89684,0.00000,-0.14118 -"02-DEC-2021 14:30","SFD_T9.T9","349","347",23.35481,274.80000,0.00174,0.03440,105.71782,105.89684,0.00000,0.17661 -"02-DEC-2021 14:30","SFD_TMN1.1","349","403",85.04277,469.07000,1.09901,0.00000,105.71782,108.80275,0.00000,71.38785 -"02-DEC-2021 14:30","SPL_T10.T10","351","350",0.00000,2000.00000,0.00000,0.00000,105.71782,105.71782,0.00000,0.00000 -"02-DEC-2021 14:30","STK_T10.T10","526","520",35.96102,140.75000,0.04108,0.03300,99.40096,99.60455,0.00000,-0.02837 -"02-DEC-2021 14:30","STK_T3.L3","805","523",0.00000,22.50000,0.00000,0.00000,99.54328,99.48337,0.00000,0.00000 -"02-DEC-2021 14:30","STK_T3.M3","521","523",5.29214,60.00000,0.00177,0.00000,99.44981,99.48337,0.00000,0.00073 -"02-DEC-2021 14:30","STK_T3.T3","525","523",-5.28437,60.00000,0.00014,0.01200,99.48179,99.48337,0.00000,-0.60787 -"02-DEC-2021 14:30","STK_T4.L4","806","524",0.00000,22.40000,0.00000,0.00000,99.41547,99.47507,0.00000,0.00000 -"02-DEC-2021 14:30","STK_T4.M4","521","524",5.29086,43.97000,0.00136,0.00000,99.44981,99.47507,0.00000,-0.00073 -"02-DEC-2021 14:30","STK_T4.T4","525","524",-5.28350,59.80000,0.00014,0.01200,99.48179,99.47507,0.00000,-0.58591 -"02-DEC-2021 14:30","STK_T6.T6","526","520",35.91289,140.75000,0.04183,0.03300,99.40096,99.60455,0.00000,-0.07089 -"02-DEC-2021 14:30","STK_T7.L7","807","522",0.00000,48.00000,0.00000,0.00000,99.43973,99.46586,0.00000,0.00000 -"02-DEC-2021 14:30","STK_T7.M7","525","522",-10.70119,180.00000,0.00218,0.00000,99.48179,99.46586,0.00000,-0.02301 -"02-DEC-2021 14:30","STK_T7.T7","526","522",10.72308,180.00000,0.00019,0.04340,99.40096,99.46586,0.00000,-1.81991 -"02-DEC-2021 14:30","STU_T5.T5","666","667",-4.28839,11.50000,0.01365,0.03840,95.42110,94.75353,0.00000,-1.05214 -"02-DEC-2021 14:30","STU_T6.T6","666","667",-4.30254,11.50000,0.01388,0.03840,95.42110,94.75353,0.00000,-1.05801 -"02-DEC-2021 14:30","STU_TIM.1","667","567",5.24557,48.20000,0.02792,0.00000,94.75353,93.58064,0.00000,-4.38267 -"02-DEC-2021 14:30","SVL_T1.T1","36","35",21.22154,126.30000,0.01531,0.03920,115.94020,116.09650,0.00000,-1.50599 -"02-DEC-2021 14:30","SVL_T2.T2","37","35",19.87151,137.90000,0.00769,0.04890,115.95334,116.09650,0.00000,-1.86236 -"02-DEC-2021 14:30","SWN_T1A.T1A","40","38",0.18912,2000.00000,0.00000,0.00000,115.23973,115.23973,0.00000,0.00000 -"02-DEC-2021 14:30","SWN_T1B.T1B","40","38",0.00179,2000.00000,0.00000,0.00000,115.23973,115.23973,0.00000,0.00000 -"02-DEC-2021 14:30","SWN_T2.T2","40","39",1.28588,48.75000,0.00083,0.01210,115.23973,115.31375,0.00000,-0.69765 -"02-DEC-2021 14:30","TAA_T1.T1","250","249",-20.00000,2000.00000,0.00000,0.00000,105.12758,105.12758,0.00000,0.00000 -"02-DEC-2021 14:30","TAA_WRK1.1","250","287",20.00000,2000.00000,0.00000,0.00000,105.12758,105.12758,0.00000,0.00000 -"02-DEC-2021 14:30","TAK_T5.T5","92","90",31.09710,162.14000,0.02115,0.05520,114.96364,115.11503,0.00000,-2.04084 -"02-DEC-2021 14:30","TAK_T8.T8","91","90",32.47550,162.14000,0.02324,0.05520,114.89470,115.11503,0.00000,-0.93738 -"02-DEC-2021 14:30","TAP_T1.T1","394","393",-48.98000,2000.00000,0.00000,0.00000,101.74545,101.74545,0.00000,0.00000 -"02-DEC-2021 14:30","TAP_WDV1.1","394","416",48.98000,2000.00000,0.00000,0.00000,101.74545,101.74545,0.00000,0.00000 -"02-DEC-2021 14:30","TGA_T1.T1","254","252",6.57910,36.03000,0.00760,0.01590,107.42402,107.75629,0.00000,-0.17305 -"02-DEC-2021 14:30","TGA_T2.T2","254","252",6.57178,38.40000,0.00739,0.01590,107.42402,107.75629,0.00000,-0.16295 -"02-DEC-2021 14:30","TGA_T3.T3","254","253",11.98154,108.40000,0.00850,0.02430,107.42402,107.48020,0.00000,-1.42598 -"02-DEC-2021 14:30","TGA_T4.T4","254","253",14.81251,108.40000,0.00551,0.02980,107.42402,107.48020,0.00000,-1.48136 -"02-DEC-2021 14:30","THI_T1.T1","257","255",-80.00000,2000.00000,0.00000,0.00000,105.50987,105.50987,0.00000,0.00000 -"02-DEC-2021 14:30","THI_T2.T2","257","256",-82.00000,2000.00000,0.00000,0.00000,105.50987,105.50987,0.00000,0.00000 -"02-DEC-2021 14:30","THI_WKM1.1","257","278",268.96760,902.91000,1.12166,0.00000,105.50987,106.60236,0.00000,87.13606 -"02-DEC-2021 14:30","THI_WRK1.1","257","289",-71.29780,903.00000,0.01610,0.00000,105.50987,105.43143,0.00000,1.94721 -"02-DEC-2021 14:30","TIM_T3.T3","567","812",0.00675,46.92000,0.00000,0.01350,93.58064,93.64167,0.00000,-0.63208 -"02-DEC-2021 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14:30","TMN_T8.T8","403","401",0.02212,23.90000,0.00002,0.01220,108.80275,108.89668,0.00000,-0.66427 -"02-DEC-2021 14:30","TMN_TWH1.1","403","150",83.89003,469.17000,1.40325,0.00000,108.80275,113.08370,0.00000,100.22196 -"02-DEC-2021 14:30","TMU_T1.T1","142","141",11.40417,40.69000,0.01623,0.01660,114.94071,115.21330,0.00000,-0.33685 -"02-DEC-2021 14:30","TMU_T2.T2","142","141",11.37183,40.93000,0.01618,0.01660,114.94071,115.21330,0.00000,-0.33825 -"02-DEC-2021 14:30","TNG_T11.T11","407","404",15.59522,60.90000,0.04176,0.02660,103.38024,103.87220,0.00000,0.28575 -"02-DEC-2021 14:30","TNG_T12.T12","407","404",15.57685,60.90000,0.04171,0.02660,103.38024,103.87220,0.00000,0.28393 -"02-DEC-2021 14:30","TNG_T2.T2","407","405",0.03363,21.67000,0.00003,0.01220,103.38024,103.46116,0.00000,-0.63111 -"02-DEC-2021 14:30","TNG_T3.T3","407","406",0.03222,21.67000,0.00002,0.00940,103.38024,103.44455,0.00000,-0.48619 -"02-DEC-2021 14:30","TRC_T1.L1","144","147",-9.70127,2000.00000,0.00000,0.00000,113.14146,113.14146,0.00000,0.00000 -"02-DEC-2021 14:30","TRC_T1.M1","143","147",21.00000,2000.00000,0.00000,0.00000,113.14146,113.14146,0.00000,0.00000 -"02-DEC-2021 14:30","TRC_T1.T1","145","147",-11.29873,2000.00000,0.00000,0.00000,113.14146,113.14146,0.00000,0.00000 -"02-DEC-2021 14:30","TRC_T2.L2","144","146",-9.70127,2000.00000,0.00000,0.00000,113.14146,113.14146,0.00000,0.00000 -"02-DEC-2021 14:30","TRC_T2.M2","143","146",21.00000,2000.00000,0.00000,0.00000,113.14146,113.14146,0.00000,0.00000 -"02-DEC-2021 14:30","TRC_T2.T2","145","146",-11.29873,2000.00000,0.00000,0.00000,113.14146,113.14146,0.00000,0.00000 -"02-DEC-2021 14:30","TRC_TWH1.1","145","149",11.33005,2000.00000,0.00000,0.00000,113.14146,113.14146,0.00000,0.00000 -"02-DEC-2021 14:30","TRC_TWH2.1","145","149",11.26742,9999.00000,0.00000,0.00000,113.14146,113.14146,0.00000,0.00000 -"02-DEC-2021 14:30","TRH_TWC1.1","408","411",11.00000,2000.00000,0.00000,0.00000,102.21476,102.21476,0.00000,0.00000 -"02-DEC-2021 14:30","TRK_T2.L2","791","264",0.00000,12.00000,0.00000,0.00000,106.44120,106.44889,0.00000,0.00000 -"02-DEC-2021 14:30","TRK_T2.M2","265","264",-23.16718,201.20000,0.00464,0.00000,106.45511,106.44889,0.00000,-0.17496 -"02-DEC-2021 14:30","TRK_T2.T2","266","264",23.18781,201.20000,0.00313,0.03500,106.18401,106.44889,0.00000,1.04161 -"02-DEC-2021 14:30","TRK_T3.L3","790","263",0.00000,53.70000,0.00000,0.00000,106.41448,106.44889,0.00000,0.00000 -"02-DEC-2021 14:30","TRK_T3.M3","265","263",-23.16718,201.20000,0.00464,0.00000,106.45511,106.44889,0.00000,-0.17496 -"02-DEC-2021 14:30","TRK_T3.T3","266","263",23.18781,201.20000,0.00313,0.03500,106.18401,106.44889,0.00000,1.04161 -"02-DEC-2021 14:30","TRK_T4.T4","265","260",3.71373,20.00000,0.00373,0.01200,106.45511,106.72249,0.00000,-0.34291 -"02-DEC-2021 14:30","TUI_T1.T1","302","299",-12.33333,2000.00000,0.00000,0.00000,102.13603,102.13603,0.00000,0.00000 -"02-DEC-2021 14:30","TUI_T2.T2","302","301",-12.33333,2000.00000,0.00000,0.00000,102.13603,102.13603,0.00000,0.00000 -"02-DEC-2021 14:30","TUI_T3.T3","302","300",-12.33333,2000.00000,0.00000,0.00000,102.13603,102.13603,0.00000,0.00000 -"02-DEC-2021 14:30","TUI_T4.T4","302","297",-10.50000,2000.00000,0.00000,0.00000,102.13603,102.13603,0.00000,0.00000 -"02-DEC-2021 14:30","TUI_T5.T5","302","298",-10.50000,2000.00000,0.00000,0.00000,102.13603,102.13603,0.00000,0.00000 -"02-DEC-2021 14:30","TUI_T6.T6","302","296",-9.50000,2000.00000,0.00000,0.00000,102.13603,102.13603,0.00000,0.00000 -"02-DEC-2021 14:30","TUI_T7.T7","302","295",-9.50000,2000.00000,0.00000,0.00000,102.13603,102.13603,0.00000,0.00000 -"02-DEC-2021 14:30","TUK_TWH1.1","148","149",7.82000,2000.00000,0.00000,0.00000,113.14146,113.14146,0.00000,0.00000 -"02-DEC-2021 14:30","TUR_T1.T1","410","409",-39.50000,9999.00000,0.00000,0.00000,102.11010,102.11010,0.00000,0.00000 -"02-DEC-2021 14:30","TWC_T1.T1","412","411",-22.24500,2000.00000,0.00000,0.00000,102.21476,102.21476,0.00000,0.00000 -"02-DEC-2021 14:30","TWC_T2.T2","412","411",-22.24500,2000.00000,0.00000,0.00000,102.21476,102.21476,0.00000,0.00000 -"02-DEC-2021 14:30","TWH_T1.T1","150","149",13.45392,131.64000,0.00689,0.03920,113.08370,113.14146,0.00000,-2.21861 -"02-DEC-2021 14:30","TWH_T2.T2","150","149",13.41900,131.64000,0.00683,0.03920,113.08370,113.14146,0.00000,-2.21654 -"02-DEC-2021 14:30","TWZ_T18.T18","671","672",-1.08578,25.80000,0.00048,0.03560,91.19269,91.15240,0.00000,-1.62323 -"02-DEC-2021 14:30","TWZ_T19.T19","767","672",-1.08578,25.80000,0.00048,0.03560,91.19271,91.15240,0.00000,-1.62323 -"02-DEC-2021 14:30","UHT_T1.T1","482","481",7.06571,50.80000,0.00515,0.05150,99.75450,99.82714,0.00000,-2.57091 -"02-DEC-2021 14:30","UHT_T2.T2","482","481",7.06777,50.80000,0.00514,0.04690,99.75450,99.82714,0.00000,-2.34059 -"02-DEC-2021 14:30","WAA_T1.T1","355","353",0.00000,2000.00000,0.00000,0.00000,105.86219,105.86219,0.00000,0.00000 -"02-DEC-2021 14:30","WAA_T2.T2","355","354",-4.70588,2000.00000,0.00000,0.00000,105.86219,105.86219,0.00000,0.00000 -"02-DEC-2021 14:30","WAA_T3.T3","355","352",-6.58824,2000.00000,0.00000,0.00000,105.86219,105.86219,0.00000,0.00000 -"02-DEC-2021 14:30","WAA_T4.T4","355","354",-4.70588,2000.00000,0.00000,0.00000,105.86219,105.86219,0.00000,0.00000 -"02-DEC-2021 14:30","WAA_T5.T5","355","353",0.00000,2000.00000,0.00000,0.00000,105.86219,105.86219,0.00000,0.00000 -"02-DEC-2021 14:30","WAI_T1.T1","267","269",-3.10314,12.30000,0.00747,0.02790,105.80691,105.36914,0.00000,-1.19189 -"02-DEC-2021 14:30","WAI_T2.T2","267","269",-3.13003,11.50000,0.00735,0.03760,105.80691,105.36914,0.00000,-1.69292 -"02-DEC-2021 14:30","WAI_T5.T5","268","267",-0.62756,4.50000,0.00051,0.00410,105.89242,105.80691,0.00000,-0.21708 -"02-DEC-2021 14:30","WDV_T1.T1","416","415",0.69414,4.50000,0.00027,0.00590,101.74545,101.88873,0.00000,-0.26475 -"02-DEC-2021 14:30","WDV_T2.T2","416","415",0.70627,4.50000,0.00029,0.00580,101.74545,101.88873,0.00000,-0.25957 -"02-DEC-2021 14:30","WEL_T1.T1","42","41",9.98955,37.80000,0.01704,0.05010,119.89460,120.22581,0.00000,-2.38135 -"02-DEC-2021 14:30","WEL_T2.T2","43","41",10.13008,36.90000,0.01559,0.03790,119.89217,120.22581,0.00000,-1.52548 -"02-DEC-2021 14:30","WGN_T1.T1","418","417",13.88829,37.20000,0.02855,0.02750,105.74302,106.21184,0.00000,0.27912 -"02-DEC-2021 14:30","WGN_T2.T2","418","417",8.75935,24.01000,0.01674,0.03920,105.74302,106.21184,0.00000,-0.91754 -"02-DEC-2021 14:30","WGN_WVY1.1","418","357",8.64036,153.41000,0.05511,0.00000,105.74302,105.81238,0.00000,-2.61579 -"02-DEC-2021 14:30","WHI_T1.T1","309","303",17.61049,70.20000,0.01737,0.03000,105.87531,106.06324,0.00000,-0.85718 -"02-DEC-2021 14:30","WHI_T2.T2","309","304",21.13323,70.20000,0.02448,0.03000,105.87531,106.07021,0.00000,-0.83005 -"02-DEC-2021 14:30","WHI_T3.T3","309","305",6.34737,64.30000,0.00225,0.03400,105.87531,105.91277,0.00000,-1.80052 -"02-DEC-2021 14:30","WHI_T4.T4","309","308",0.00000,2000.00000,0.00000,0.00000,105.87531,105.87531,0.00000,0.00000 -"02-DEC-2021 14:30","WHI_T5.T5","309","307",0.00000,2000.00000,0.00000,0.00000,105.87531,105.87531,0.00000,0.00000 -"02-DEC-2021 14:30","WHI_T7.T7","309","306",0.00000,2000.00000,0.00000,0.00000,105.87531,105.87531,0.00000,0.00000 -"02-DEC-2021 14:30","WHI_WRK1.1","309","289",-66.31291,477.69000,0.27329,0.00000,105.87531,105.43143,0.00000,0.25007 -"02-DEC-2021 14:30","WHU_T1.T1","152","151",11.56543,99.00000,0.00581,0.02100,115.33400,115.39225,0.00000,-1.20980 -"02-DEC-2021 14:30","WHU_T3.T3","152","151",11.55189,100.40000,0.00586,0.02030,115.33400,115.39225,0.00000,-1.17305 -"02-DEC-2021 14:30","WHU_WKO1.1","152","154",23.33126,101.00000,0.08517,0.00000,115.33400,116.15245,0.00000,4.60155 -"02-DEC-2021 14:30","WHU_WKO2.1","152","154",23.29282,100.99000,0.08504,0.00000,115.33400,116.15245,0.00000,4.59330 -"02-DEC-2021 14:30","WIL_T3.T3","487","484",13.32652,102.64000,0.00257,0.04750,99.86678,99.88601,0.00000,-2.37237 -"02-DEC-2021 14:30","WIL_T5.T5","487","484",13.32711,102.64000,0.00256,0.04750,99.86678,99.88601,0.00000,-2.37222 -"02-DEC-2021 14:30","WIL_T8.L8","801","485",0.00000,70.40000,0.00000,0.00000,99.90931,99.89351,0.00000,0.00000 -"02-DEC-2021 14:30","WIL_T8.M8","486","485",-87.97247,293.30000,0.03566,0.00000,99.95868,99.89351,0.00000,1.08423 -"02-DEC-2021 14:30","WIL_T8.T8","487","485",88.01897,293.30000,0.02005,0.05290,99.86678,99.89351,0.00000,-2.46712 -"02-DEC-2021 14:30","WIR_T1.T1","94","93",45.76703,91.89000,0.07613,0.09360,116.41963,116.66082,0.00000,-4.38126 -"02-DEC-2021 14:30","WIR_T2.T2","749","93",25.37653,91.89000,0.05138,0.03850,116.10145,116.66082,0.00000,1.85438 -"02-DEC-2021 14:30","WKM_T1.T1","278","271",-21.00000,2000.00000,0.00000,0.00000,106.60236,106.60236,0.00000,0.00000 -"02-DEC-2021 14:30","WKM_T2.T2","278","272",-21.00000,2000.00000,0.00000,0.00000,106.60236,106.60236,0.00000,0.00000 -"02-DEC-2021 14:30","WKM_T3.T3","278","273",-21.00000,2000.00000,0.00000,0.00000,106.60236,106.60236,0.00000,0.00000 -"02-DEC-2021 14:30","WKM_T4.T4","278","274",-21.00000,2000.00000,0.00000,0.00000,106.60236,106.60236,0.00000,0.00000 -"02-DEC-2021 14:30","WKM_T8.L8","275","276",-7.18800,2000.00000,0.00000,0.00000,106.60236,106.60236,0.00000,0.00000 -"02-DEC-2021 14:30","WKM_T8.M8","277","276",52.62743,2000.00000,0.00000,0.00000,106.60236,106.60236,0.00000,0.00000 -"02-DEC-2021 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15:30","ANI_MAT.1","160","199",6.05764,2000.00000,0.00000,0.00000,131.72475,131.72475,0.00000,0.00000 -"02-DEC-2021 15:30","ANI_T1.L1","156","158",5.21200,2000.00000,0.00000,0.00000,131.72475,131.72475,0.00000,0.00000 -"02-DEC-2021 15:30","ANI_T1.M1","157","158",-2.18318,2000.00000,0.00000,0.00000,131.72475,131.72475,0.00000,0.00000 -"02-DEC-2021 15:30","ANI_T1.T1","160","158",-3.02882,2000.00000,0.00000,0.00000,131.72475,131.72475,0.00000,0.00000 -"02-DEC-2021 15:30","ANI_T2.L2","155","159",5.21200,2000.00000,0.00000,0.00000,131.72475,131.72475,0.00000,0.00000 -"02-DEC-2021 15:30","ANI_T2.M2","157","159",-2.18318,2000.00000,0.00000,0.00000,131.72475,131.72475,0.00000,0.00000 -"02-DEC-2021 15:30","ANI_T2.T2","160","159",-3.02882,2000.00000,0.00000,0.00000,131.72475,131.72475,0.00000,0.00000 -"02-DEC-2021 15:30","APS_T1.T1","581","582",-0.07903,1.08000,0.00003,0.01200,115.80943,115.76275,0.00000,-0.69486 -"02-DEC-2021 15:30","ARA_T1.T1","164","163",-24.00000,2000.00000,0.00000,0.00000,133.00484,133.00484,0.00000,0.00000 -"02-DEC-2021 15:30","ARA_T2.T2","164","162",-24.00000,2000.00000,0.00000,0.00000,133.00484,133.00484,0.00000,0.00000 -"02-DEC-2021 15:30","ARA_T3.T3","164","161",-24.00000,2000.00000,0.00000,0.00000,133.00484,133.00484,0.00000,0.00000 -"02-DEC-2021 15:30","ARA_WRK.1","164","289",72.00000,239.00000,0.03034,0.00000,133.00484,133.09376,0.00000,1.18191 -"02-DEC-2021 15:30","ARG_T1.T1","493","492",-11.50000,2000.00000,0.00000,0.00000,122.90711,122.90711,0.00000,0.00000 -"02-DEC-2021 15:30","ARI_BOB1.1","100","49",16.17186,50.68000,0.53439,0.00000,142.51552,147.98336,0.00000,4.67206 -"02-DEC-2021 15:30","ARI_HAM1.1","100","111",6.11343,47.82000,0.02725,0.00000,142.51552,142.65965,0.00000,-1.50348 -"02-DEC-2021 15:30","ARI_HAM2.1","100","111",6.10130,47.82000,0.02725,0.00000,142.51552,142.65965,0.00000,-1.50433 -"02-DEC-2021 15:30","ARI_HTI.1","100","124",11.81335,57.16000,0.11969,0.00000,142.51552,145.88819,0.00000,11.19075 -"02-DEC-2021 15:30","ARI_KIN1.1","750","130",21.28982,54.30000,0.24914,0.00000,134.07133,137.62044,0.00000,20.63673 -"02-DEC-2021 15:30","ARI_KIN2.1","750","130",21.36018,60.21000,0.25114,0.00000,134.07133,137.62044,0.00000,20.62374 -"02-DEC-2021 15:30","ARI_ONG.1","100","103",6.79606,57.16000,0.02609,0.00000,142.51552,144.40796,0.00000,4.54707 -"02-DEC-2021 15:30","ARI_ONG.2","139","103",21.00885,57.14000,0.34142,0.00000,141.31504,144.40796,0.00000,7.83733 -"02-DEC-2021 15:30","ARI_ONG.3","124","103",-27.43740,63.45000,0.15997,0.00000,145.88819,144.40796,0.00000,8.63796 -"02-DEC-2021 15:30","ARI_T1.T1","100","95",-35.45683,2000.00000,0.00000,0.00000,142.51552,142.51552,0.00000,0.00000 -"02-DEC-2021 15:30","ARI_T5.T5","750","99",-14.33333,2000.00000,0.00000,0.00000,134.07133,134.07133,0.00000,0.00000 -"02-DEC-2021 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15:30","ASB_T3.T3","556","810",0.02703,66.30000,0.00003,0.05400,118.02594,118.13662,0.00000,-3.18969 -"02-DEC-2021 15:30","ASB_T8.T8","556","555",19.19416,120.50000,0.01696,0.02800,118.02594,118.28834,0.00000,-0.14074 -"02-DEC-2021 15:30","ASB_T9.T9","556","555",22.98096,147.50000,0.01290,0.04010,118.02594,118.28834,0.00000,-0.11942 -"02-DEC-2021 15:30","ASB_TIM_TWZ1.1","556","550",-171.98284,694.33000,1.48428,0.00000,118.02594,116.14794,0.00000,73.89952 -"02-DEC-2021 15:30","ASB_TIM_TWZ1.2","550","569",42.65671,244.00000,0.07646,0.00000,116.14794,116.82118,0.00000,9.89296 -"02-DEC-2021 15:30","ASB_TIM_TWZ1.3","550","672",-217.00607,694.33000,2.36652,0.00000,116.14794,113.99272,0.00000,96.41554 -"02-DEC-2021 15:30","ASB_TIM_TWZ2.1","556","551",-178.87323,694.33000,1.59223,0.00000,118.02594,116.19844,0.00000,69.48298 -"02-DEC-2021 15:30","ASB_TIM_TWZ2.2","551","570",29.49809,244.04000,0.03382,0.00000,116.19844,116.49412,0.00000,2.39133 -"02-DEC-2021 15:30","ASB_TIM_TWZ2.3","551","672",-210.62989,694.33000,2.25856,0.00000,116.19844,113.99272,0.00000,101.07544 -"02-DEC-2021 15:30","ASY_SBK.1","532","545",4.69844,38.00000,0.00964,0.00000,125.63816,125.62558,0.00000,-0.63532 -"02-DEC-2021 15:30","ASY_T3.T3","532","763",6.24525,51.30000,0.00425,0.01400,125.63816,125.72371,0.00000,-0.88007 -"02-DEC-2021 15:30","ASY_T5.T5","532","531",6.24523,51.10000,0.00423,0.01400,125.63816,125.72336,0.00000,-0.88006 -"02-DEC-2021 15:30","ASY_WPR.1","532","547",-17.57539,38.00000,0.37248,0.00000,125.63816,121.55955,0.00000,12.44304 -"02-DEC-2021 15:30","ATI_OHK.1","169","225",-168.00755,400.87000,0.31273,0.00000,134.01549,133.64309,0.00000,10.32729 -"02-DEC-2021 15:30","ATI_T1.T1","169","168",-8.50000,2000.00000,0.00000,0.00000,134.01549,134.01549,0.00000,0.00000 -"02-DEC-2021 15:30","ATI_T2.T2","169","167",-8.50000,2000.00000,0.00000,0.00000,134.01549,134.01549,0.00000,0.00000 -"02-DEC-2021 15:30","ATI_T3.T3","169","166",-8.50000,2000.00000,0.00000,0.00000,134.01549,134.01549,0.00000,0.00000 -"02-DEC-2021 15:30","ATI_T4.T4","169","165",-8.50000,2000.00000,0.00000,0.00000,134.01549,134.01549,0.00000,0.00000 -"02-DEC-2021 15:30","ATI_TRK1.1","169","266",37.63403,332.94000,0.08445,0.00000,134.01549,134.44079,0.00000,2.32582 -"02-DEC-2021 15:30","ATI_TRK2.1","169","266",37.63403,332.94000,0.08445,0.00000,134.01549,134.44079,0.00000,2.32582 -"02-DEC-2021 15:30","ATI_WKM.1","169","278",125.96977,398.96000,0.66597,0.00000,134.01549,134.52826,0.00000,-12.49907 -"02-DEC-2021 15:30","ATU_DOB1.1","494","596",-0.00907,57.00000,0.00003,0.00000,123.63573,122.94788,0.00000,0.00139 -"02-DEC-2021 15:30","ATU_RFN_IGH1.1","494","514",-0.06826,56.00000,0.00030,0.00000,123.63573,123.53918,0.00000,-0.01542 -"02-DEC-2021 15:30","ATU_RFN_IGH1.2","503","514",0.06848,56.00000,0.00022,0.00000,123.47184,123.53918,0.00000,-0.01106 -"02-DEC-2021 15:30","AVI_BEN1.1","616","630",56.19479,202.00000,0.10199,0.00000,114.20978,114.60847,0.00000,5.35747 -"02-DEC-2021 15:30","AVI_BEN2.1","616","630",56.23943,202.00000,0.10206,0.00000,114.20978,114.60847,0.00000,5.36229 -"02-DEC-2021 15:30","AVI_T1.T1","616","615",-50.66650,2000.00000,0.00000,0.00000,114.20978,114.20978,0.00000,0.00000 -"02-DEC-2021 15:30","AVI_T2.T2","616","614",-50.66650,2000.00000,0.00000,0.00000,114.20978,114.20978,0.00000,0.00000 -"02-DEC-2021 15:30","AVI_T3.T3","616","613",-50.66650,2000.00000,0.00000,0.00000,114.20978,114.20978,0.00000,0.00000 -"02-DEC-2021 15:30","AVI_T4.T4","616","612",-50.66650,2000.00000,0.00000,0.00000,114.20978,114.20978,0.00000,0.00000 -"02-DEC-2021 15:30","AVI_WTK.1","616","681",90.23178,569.84000,0.05291,0.00000,114.20978,114.39793,0.00000,5.46220 -"02-DEC-2021 15:30","BAL_HWB.1","685","688",-27.92495,51.00000,0.73681,0.00000,122.36930,115.44713,0.00000,51.56932 -"02-DEC-2021 15:30","BAL_HWB.2","688","708",-28.67084,51.00000,0.53689,0.00000,115.44713,110.94625,0.00000,33.53096 -"02-DEC-2021 15:30","BAL_MSG1.1","684","725",0.00000,2000.00000,0.00000,0.00000,123.38346,123.38346,0.00000,0.00000 -"02-DEC-2021 15:30","BAL_MSG2.1","684","725",0.00000,2000.00000,0.00000,0.00000,123.38346,123.38346,0.00000,0.00000 -"02-DEC-2021 15:30","BAL_T1.T1","685","684",13.58449,36.90000,0.05036,0.01730,122.36930,123.38346,0.00000,2.71457 -"02-DEC-2021 15:30","BAL_T2.T2","685","684",13.58636,36.90000,0.05018,0.01730,122.36930,123.38346,0.00000,2.72614 -"02-DEC-2021 15:30","BDE_EDN.1","687","696",14.23954,51.00000,0.05089,0.00000,110.96741,111.54367,0.00000,1.26487 -"02-DEC-2021 15:30","BDE_GOR.1","687","702",-20.56873,51.00000,0.13065,0.00000,110.96741,109.65761,0.00000,6.22129 -"02-DEC-2021 15:30","BDE_T1.T1","687","686",3.09409,20.80000,0.00233,0.01030,110.96741,111.29342,0.00000,-0.19857 -"02-DEC-2021 15:30","BDE_T2.T2","687","686",3.09409,19.98000,0.00250,0.01040,110.96741,111.29342,0.00000,-0.21359 -"02-DEC-2021 15:30","BEN_HAY1.1","629","454",390.00000,780.00000,14.89043,1.50000,114.60847,124.59055,0.00000,925.46069 -"02-DEC-2021 15:30","BEN_HAY2.1","628","455",400.90932,700.00000,15.73564,1.50000,114.60847,124.59055,0.00000,927.25708 -"02-DEC-2021 15:30","BEN_OHB.1","630","658",-114.09712,558.00000,0.31183,0.00000,114.60847,113.96710,0.00000,18.71986 -"02-DEC-2021 15:30","BEN_OHC.1","630","663",-137.03875,558.00000,0.35157,0.00000,114.60847,113.95955,0.00000,24.31707 -"02-DEC-2021 15:30","BEN_T27.T27","630","618",0.00000,10.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T28.T28","630","628",401.65932,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T29.T29","630","617",0.00000,10.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T30.T30","630","629",390.75000,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T42.L42","621","626",55.87517,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T42.M42","623","626",55.87517,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T42.T42","630","626",-111.75033,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T44.L44","624","625",55.87517,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T44.M44","620","625",55.87517,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T44.T44","630","625",-111.75033,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T46.L46","619","627",55.87517,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T46.M46","622","627",55.87517,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_T46.T46","630","627",-111.75033,2000.00000,0.00000,0.00000,114.60847,114.60847,0.00000,0.00000 -"02-DEC-2021 15:30","BEN_TWZ.1","630","672",-94.85611,404.00000,0.40042,0.00000,114.60847,113.99272,0.00000,6.25803 -"02-DEC-2021 15:30","BLN_KIK.1","493","496",14.01518,53.54000,0.24564,0.00000,122.90711,125.61743,0.00000,3.56447 -"02-DEC-2021 15:30","BLN_KIK.2","493","507",-2.52636,56.00000,0.01118,0.00000,122.90711,123.02891,0.00000,-0.84064 -"02-DEC-2021 15:30","BLN_STK1.1","496","525",-13.88169,101.00000,0.08561,0.00000,125.61743,124.38126,0.00000,3.20281 -"02-DEC-2021 15:30","BLN_STK2.1","496","525",-13.98290,105.00000,0.08312,0.00000,125.61743,124.38126,0.00000,3.42207 -"02-DEC-2021 15:30","BLN_T1.T1","496","495",13.93643,58.50000,0.01472,0.05900,125.61743,125.88200,0.00000,-2.79624 -"02-DEC-2021 15:30","BLN_T2.T2","496","495",13.87227,58.50000,0.01454,0.05900,125.61743,125.88200,0.00000,-2.79356 -"02-DEC-2021 15:30","BLN_T3.T3","496","495",13.58765,76.20000,0.01204,0.02010,125.61743,125.88200,0.00000,-0.22552 -"02-DEC-2021 15:30","BOB_HAM1.1","49","111",-22.45372,50.68000,0.66164,0.00000,147.98336,142.65965,0.00000,10.81235 -"02-DEC-2021 15:30","BOB_HAM2.1","49","111",-22.45473,50.68000,0.66175,0.00000,147.98336,142.65965,0.00000,10.80759 -"02-DEC-2021 15:30","BOB_OTA1.1","49","94",-0.40623,61.69000,0.00095,0.00000,147.98336,146.81310,0.00000,0.16757 -"02-DEC-2021 15:30","BOB_OTA1.2","71","94",45.36740,120.41000,0.13377,0.00000,145.74293,146.81310,0.00000,14.45612 -"02-DEC-2021 15:30","BOB_OTA2.1","49","749",-3.39032,61.69000,0.00789,0.00000,147.98336,146.50000,0.00000,1.93102 -"02-DEC-2021 15:30","BOB_OTA2.2","71","749",28.29160,120.41000,0.05470,0.00000,145.74293,146.50000,0.00000,6.70252 -"02-DEC-2021 15:30","BOB_T2.T2","49","48",3.23802,36.60000,0.00204,0.03000,147.98336,148.08168,0.00000,-2.21276 -"02-DEC-2021 15:30","BOB_T3.T3","49","48",3.15123,36.60000,0.00221,0.03000,147.98336,148.08168,0.00000,-2.22969 -"02-DEC-2021 15:30","BPE_BRK1.1","368","319",123.45744,694.33000,0.74375,0.00000,128.25568,130.24689,0.00000,74.47881 -"02-DEC-2021 15:30","BPE_BRK2.1","368","319",123.98083,694.00000,0.75423,0.00000,128.25568,130.24689,0.00000,74.31768 -"02-DEC-2021 15:30","BPE_LTN2.1","368","376",-108.20455,694.28000,0.14334,0.00000,128.25568,127.66953,0.00000,22.52028 -"02-DEC-2021 15:30","BPE_MHO1.1","367","380",-1.31842,48.23000,0.00603,0.00000,128.10312,127.51708,0.00000,0.00024 -"02-DEC-2021 15:30","BPE_MHO2.1","367","379",-1.31322,48.23000,0.00601,0.00000,128.10312,127.51706,0.00000,-0.00024 -"02-DEC-2021 15:30","BPE_MTR1.1","367","760",34.65170,57.14000,1.29875,0.00000,128.10312,134.88017,0.00000,29.83028 -"02-DEC-2021 15:30","BPE_PRM_HAY1.1","368","478",-82.81771,354.71000,0.86651,0.00000,128.25568,125.40143,0.00000,62.62412 -"02-DEC-2021 15:30","BPE_PRM_HAY1.2","456","478",97.09851,354.71000,0.33487,0.00000,124.59055,125.40143,0.00000,18.37089 -"02-DEC-2021 15:30","BPE_PRM_HAY1.3","475","478",-13.94592,253.51000,0.00053,0.00000,125.40620,125.40143,0.00000,-0.00005 -"02-DEC-2021 15:30","BPE_PRM_HAY2.1","368","477",-82.51976,354.71000,0.86491,0.00000,128.25568,125.39888,0.00000,62.40681 -"02-DEC-2021 15:30","BPE_PRM_HAY2.2","456","477",96.82036,354.71000,0.33335,0.00000,124.59055,125.39888,0.00000,18.23028 -"02-DEC-2021 15:30","BPE_PRM_HAY2.3","476","477",-13.96725,253.51000,0.00050,0.00000,125.40338,125.39888,0.00000,0.00007 -"02-DEC-2021 15:30","BPE_T10.T10","368","362",20.98646,101.30000,0.03039,0.02760,128.25568,128.66163,0.00000,0.52922 -"02-DEC-2021 15:30","BPE_T15.T15","368","363",0.02257,23.60000,0.00002,0.00910,128.25568,128.35264,0.00000,-0.58400 -"02-DEC-2021 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15:30","MAN_NMA3.1","724","727",184.63433,312.00000,4.22439,0.00000,104.27243,109.21156,0.00000,225.28969 -"02-DEC-2021 15:30","MAN_T1.T1","724","723",-104.00000,2000.00000,0.00000,0.00000,104.27243,104.27243,0.00000,0.00000 -"02-DEC-2021 15:30","MAN_T2.T2","724","722",-104.00000,2000.00000,0.00000,0.00000,104.27243,104.27243,0.00000,0.00000 -"02-DEC-2021 15:30","MAN_T3.T3","724","721",-104.00000,2000.00000,0.00000,0.00000,104.27243,104.27243,0.00000,0.00000 -"02-DEC-2021 15:30","MAN_T4.T4","724","720",-104.00000,2000.00000,0.00000,0.00000,104.27243,104.27243,0.00000,0.00000 -"02-DEC-2021 15:30","MAN_T5.T5","724","719",-104.00000,2000.00000,0.00000,0.00000,104.27243,104.27243,0.00000,0.00000 -"02-DEC-2021 15:30","MAN_T6.T6","724","717",-104.00000,2000.00000,0.00000,0.00000,104.27243,104.27243,0.00000,0.00000 -"02-DEC-2021 15:30","MAN_T7.T7","724","718",-104.00000,2000.00000,0.00000,0.00000,104.27243,104.27243,0.00000,0.00000 -"02-DEC-2021 15:30","MAN_T8.T8","724","716",0.25950,2000.00000,0.00000,0.00000,104.27243,104.27243,0.00000,0.00000 -"02-DEC-2021 15:30","MAN_T9.T9","724","716",0.25950,2000.00000,0.00000,0.00000,104.27243,104.27243,0.00000,0.00000 -"02-DEC-2021 15:30","MAT_T1.T1","199","198",-9.50000,2000.00000,0.00000,0.00000,131.72475,131.72475,0.00000,0.00000 -"02-DEC-2021 15:30","MAT_T2.T2","199","197",-9.50000,2000.00000,0.00000,0.00000,131.72475,131.72475,0.00000,0.00000 -"02-DEC-2021 15:30","MCH_T1.T1","510","509",1.54129,7.51000,0.00094,0.00670,123.29016,123.45511,0.00000,-0.34468 -"02-DEC-2021 15:30","MCK_WIL1.1","460","484",0.00000,2000.00000,0.00000,0.00000,124.92470,124.92470,0.00000,0.00000 -"02-DEC-2021 15:30","MCK_WIL2.1","460","484",0.00000,2000.00000,0.00000,0.00000,124.92470,124.92470,0.00000,0.00000 -"02-DEC-2021 15:30","MDN_MPE1.1","25","27",34.20753,228.63000,0.10009,0.00000,149.09238,150.94306,0.00000,24.09961 -"02-DEC-2021 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15:30","MGM_T2.T2","462","461",6.84732,27.09000,0.01560,0.01630,129.05790,129.58529,0.00000,-0.26150 -"02-DEC-2021 15:30","MGM_T3.T3","462","461",6.83313,27.09000,0.01555,0.01630,129.05790,129.58529,0.00000,-0.26150 -"02-DEC-2021 15:30","MGM_WDV1.1","462","416",-3.40513,135.00000,0.01056,0.00000,129.05790,128.11385,0.00000,0.92612 -"02-DEC-2021 15:30","MHO_T1.T1","378","377",-26.00000,2000.00000,0.00000,0.00000,127.45215,127.45215,0.00000,0.00000 -"02-DEC-2021 15:30","MHO_T3.T3","380","378",-1.33559,36.60000,0.00067,0.03300,127.51708,127.45215,0.00000,-2.10363 -"02-DEC-2021 15:30","MHO_T4.T4","379","378",-1.33341,37.20000,0.00069,0.03900,127.51706,127.45215,0.00000,-2.48699 -"02-DEC-2021 15:30","MKE_T1.T1","332","330",0.05150,2000.00000,0.00000,0.00000,136.31664,136.31664,0.00000,0.00000 -"02-DEC-2021 15:30","MKE_T2.T2","332","331",0.05150,2000.00000,0.00000,0.00000,136.31664,136.31664,0.00000,0.00000 -"02-DEC-2021 15:30","MLG_T1.T1","467","465",7.25357,32.40000,0.01088,0.01360,125.34169,125.72870,0.00000,-0.13555 -"02-DEC-2021 15:30","MLG_T2.T2","468","465",7.20069,32.40000,0.01077,0.01360,125.36416,125.72870,0.00000,-0.21978 -"02-DEC-2021 15:30","MLG_T3.T3","467","466",8.20352,63.50000,0.00847,0.05100,125.34169,125.48262,0.00000,-3.15291 -"02-DEC-2021 15:30","MLG_T4.T4","468","466",8.15338,63.50000,0.00844,0.05100,125.36416,125.48262,0.00000,-3.24643 -"02-DEC-2021 15:30","MNG_OTA1.1","65","71",-54.85031,305.00000,0.03066,0.00000,145.95475,145.74293,0.00000,3.57144 -"02-DEC-2021 15:30","MNG_OTA2.1","65","71",-54.82106,305.00000,0.03065,0.00000,145.95475,145.74293,0.00000,3.56929 -"02-DEC-2021 15:30","MNG_ROS1.1","65","89",15.12379,95.00000,0.03284,0.00000,145.95475,147.00233,0.00000,5.50777 -"02-DEC-2021 15:30","MNG_ROS2.1","65","89",15.10192,95.00000,0.03270,0.00000,145.95475,147.00233,0.00000,5.50657 -"02-DEC-2021 15:30","MNG_T1.T1","65","64",39.67304,117.78000,0.05078,0.02950,145.95475,146.34466,0.00000,1.86033 -"02-DEC-2021 15:30","MNG_T2.T2","65","64",39.68181,138.20000,0.05157,0.02950,145.95475,146.34466,0.00000,1.80421 -"02-DEC-2021 15:30","MNI_MKE_SFD1.1","317","335",16.87421,95.43000,0.02206,0.00000,136.20019,136.50225,0.00000,1.04283 -"02-DEC-2021 15:30","MNI_MKE_SFD1.2","317","348",-17.18034,92.00000,0.20304,0.00000,136.20019,133.69723,0.00000,7.67370 -"02-DEC-2021 15:30","MNI_MKE_SFD1.3","332","317",-0.10309,114.00000,0.00009,0.00000,136.31664,136.20019,0.00000,0.00000 -"02-DEC-2021 15:30","MNI_T3.T3","335","333",3.58893,37.53000,0.00297,0.02250,136.50225,136.61514,0.00000,-1.53692 -"02-DEC-2021 15:30","MNI_T4.T4","335","334",8.41020,37.53000,0.01567,0.02250,136.50225,137.00913,0.00000,-0.48329 -"02-DEC-2021 15:30","MOK_T1.T1","202","201",-22.45443,2000.00000,0.00000,0.00000,134.52826,134.52826,0.00000,0.00000 -"02-DEC-2021 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15:30","MST_UHT2.2","436","482",-26.77536,63.36000,0.33717,0.00000,127.77724,125.05031,0.00000,14.96583 -"02-DEC-2021 15:30","MTI_T1.T1","213","212",-13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_T10.T10","213","203",-13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_T2.T2","213","211",-13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_T3.T3","210","213",13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_T4.T4","209","213",13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_T5.T5","208","213",13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_T6.T6","213","207",-13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_T7.T7","213","206",-13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_T8.T8","213","205",-13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_T9.T9","204","213",13.20000,2000.00000,0.00000,0.00000,134.19578,134.19578,0.00000,0.00000 -"02-DEC-2021 15:30","MTI_WKM1.1","213","278",82.53585,178.33000,0.11470,0.00000,134.19578,134.52826,0.00000,6.00545 -"02-DEC-2021 15:30","MTI_WKM2.1","213","278",82.43076,178.33000,0.11457,0.00000,134.19578,134.52826,0.00000,5.99629 -"02-DEC-2021 15:30","MTI_WPA.1","213","281",-33.00000,112.41000,0.01938,0.00000,134.19578,134.06886,0.00000,0.79351 -"02-DEC-2021 15:30","MTM_T1.T1","215","214",18.88198,90.54000,0.01865,0.02460,136.32840,136.61700,0.00000,-0.22980 -"02-DEC-2021 15:30","MTM_T3.T3","215","214",18.88785,90.54000,0.01858,0.02460,136.32840,136.61700,0.00000,-0.22445 -"02-DEC-2021 15:30","MTN_T1.T1","383","381",6.97113,24.70000,0.00697,0.05100,131.12622,131.38083,0.00000,-2.92031 -"02-DEC-2021 15:30","MTN_T2.T2","382","381",5.26780,24.01000,0.00616,0.04260,131.12128,131.38083,0.00000,-2.51939 -"02-DEC-2021 15:30","MTO_T1.T1","29","28",6.82554,30.21000,0.01370,0.01870,152.19907,152.80429,0.00000,-0.40996 -"02-DEC-2021 15:30","MTO_T2.T2","30","28",6.81552,30.21000,0.01366,0.01870,152.20119,152.80429,0.00000,-0.41720 -"02-DEC-2021 15:30","MTR_OKN1.1","385","389",29.92462,57.14000,0.53129,0.00000,132.88737,136.72897,0.00000,21.15811 -"02-DEC-2021 15:30","MTR_R92.1","760","385",33.35295,95.26000,0.00000,0.00000,134.88017,132.88737,0.00000,-33.23285 -"02-DEC-2021 15:30","MTR_T2.T2","385","384",3.40883,26.06000,0.00133,0.03900,132.88737,132.93922,0.00000,-2.59231 -"02-DEC-2021 15:30","NAP_NTM1.1","217","220",-64.00000,953.00000,0.00000,0.00000,132.59313,132.59313,0.00000,0.00000 -"02-DEC-2021 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15:30","OHA_T4.T4","653","652",-52.59875,2000.00000,0.00000,0.00000,113.78601,113.78601,0.00000,0.00000 -"02-DEC-2021 15:30","OHA_T5.T5","653","651",-52.59875,2000.00000,0.00000,0.00000,113.78601,113.78601,0.00000,0.00000 -"02-DEC-2021 15:30","OHA_T6.T6","653","650",-52.59875,2000.00000,0.00000,0.00000,113.78601,113.78601,0.00000,0.00000 -"02-DEC-2021 15:30","OHA_T7.T7","653","649",-52.59875,2000.00000,0.00000,0.00000,113.78601,113.78601,0.00000,0.00000 -"02-DEC-2021 15:30","OHA_TWZ1.1","653","672",105.14334,347.00000,0.12067,0.00000,113.78601,113.99272,0.00000,3.98939 -"02-DEC-2021 15:30","OHA_TWZ2.1","653","672",105.08466,347.00000,0.12056,0.00000,113.78601,113.99272,0.00000,3.98939 -"02-DEC-2021 15:30","OHB_T10.T10","658","656",-36.46100,2000.00000,0.00000,0.00000,113.96710,113.96710,0.00000,0.00000 -"02-DEC-2021 15:30","OHB_T11.T11","658","654",-36.46100,2000.00000,0.00000,0.00000,113.96710,113.96710,0.00000,0.00000 -"02-DEC-2021 15:30","OHB_T8.T8","658","657",-36.46100,2000.00000,0.00000,0.00000,113.96710,113.96710,0.00000,0.00000 -"02-DEC-2021 15:30","OHB_T9.T9","658","655",-36.46100,2000.00000,0.00000,0.00000,113.96710,113.96710,0.00000,0.00000 -"02-DEC-2021 15:30","OHB_TWZ.1","658","672",31.63688,694.00000,0.00601,0.00000,113.96710,113.99272,0.00000,0.06241 -"02-DEC-2021 15:30","OHC_T12.T12","663","662",-36.46100,2000.00000,0.00000,0.00000,113.95955,113.95955,0.00000,0.00000 -"02-DEC-2021 15:30","OHC_T13.T13","663","661",-36.46100,2000.00000,0.00000,0.00000,113.95955,113.95955,0.00000,0.00000 -"02-DEC-2021 15:30","OHC_T14.T14","663","660",-36.46100,2000.00000,0.00000,0.00000,113.95955,113.95955,0.00000,0.00000 -"02-DEC-2021 15:30","OHC_T15.T15","663","659",-36.46100,2000.00000,0.00000,0.00000,113.95955,113.95955,0.00000,0.00000 -"02-DEC-2021 15:30","OHC_TWZ.1","663","672",8.68525,694.00000,0.00545,0.00000,113.95955,113.99272,0.00000,-0.16670 -"02-DEC-2021 15:30","OHK_T1.T1","225","224",-17.25000,2000.00000,0.00000,0.00000,133.64309,133.64309,0.00000,0.00000 -"02-DEC-2021 15:30","OHK_T2.T2","225","223",-17.25000,2000.00000,0.00000,0.00000,133.64309,133.64309,0.00000,0.00000 -"02-DEC-2021 15:30","OHK_T3.T3","225","222",-17.25000,2000.00000,0.00000,0.00000,133.64309,133.64309,0.00000,0.00000 -"02-DEC-2021 15:30","OHK_T4.T4","225","221",-17.25000,2000.00000,0.00000,0.00000,133.64309,133.64309,0.00000,0.00000 -"02-DEC-2021 15:30","OHK_WRK.1","225","289",-83.11654,398.96000,0.34349,0.00000,133.64309,133.09376,0.00000,-0.12328 -"02-DEC-2021 15:30","OHW_OTA1.1","137","73",184.65564,615.00000,2.22852,0.00000,142.88457,145.27269,0.00000,58.61825 -"02-DEC-2021 15:30","OHW_OTA2.1","137","72",183.96735,615.00000,2.22230,0.00000,142.88457,145.27280,0.00000,58.25843 -"02-DEC-2021 15:30","OHW_WKM1.1","137","278",-271.65332,615.00000,8.09435,0.00000,142.88457,134.52826,0.00000,556.73170 -"02-DEC-2021 15:30","OKE_OWH.1","226","241",-25.42969,57.00000,0.08072,0.00000,135.35522,135.48087,0.00000,-7.06020 -"02-DEC-2021 15:30","OKE_TMI.1","226","259",19.41854,63.36000,0.14435,0.00000,135.35522,135.89283,0.00000,-4.58800 -"02-DEC-2021 15:30","OKE_TRK.1","226","265",5.93044,63.36000,0.01284,0.00000,135.35522,134.91981,0.00000,-2.15738 -"02-DEC-2021 15:30","OKI_T1.T1","235","232",-18.59950,2000.00000,0.00000,0.00000,132.79180,132.79180,0.00000,0.00000 -"02-DEC-2021 15:30","OKI_T11.H11","232","233",0.40050,2000.00000,0.00000,0.00000,132.79180,132.79180,0.00000,0.00000 -"02-DEC-2021 15:30","OKI_T11.L11","228","233",0.00000,2000.00000,0.00000,0.00000,132.79180,132.79180,0.00000,0.00000 -"02-DEC-2021 15:30","OKI_T11.M11","230","233",-0.40050,2000.00000,0.00000,0.00000,132.79180,132.79180,0.00000,0.00000 -"02-DEC-2021 15:30","OKI_T12.L12","227","234",0.00000,2000.00000,0.00000,0.00000,132.79180,132.79180,0.00000,0.00000 -"02-DEC-2021 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15:30","ONG_T1.T1","139","138",3.99206,19.60000,0.00456,0.03100,141.31504,141.67178,0.00000,-1.80701 -"02-DEC-2021 15:30","OPK_KPI_SFD2.1","312","338",4.96860,67.00000,0.01187,0.00000,133.43104,133.75551,0.00000,0.01226 -"02-DEC-2021 15:30","OPK_KPI_SFD2.2","312","348",8.96140,67.07000,0.01812,0.00000,133.43104,133.69723,0.00000,-0.01876 -"02-DEC-2021 15:30","OPK_KPI_SFD2.3","312","329",-13.93000,2000.00000,0.00000,0.00000,133.43104,133.43104,0.00000,0.00000 -"02-DEC-2021 15:30","OPK_SFD1.1","759","348",-3.74032,67.00000,0.01658,0.00000,134.28331,133.69723,0.00000,-0.01715 -"02-DEC-2021 15:30","OPK_T4.T4","338","337",4.94808,33.87000,0.00515,0.01730,133.75551,134.37963,0.00000,0.03598 -"02-DEC-2021 15:30","OPK_T5.T5","759","337",3.71509,33.87000,0.00372,0.01730,134.28331,134.37963,0.00000,-1.23365 -"02-DEC-2021 15:30","ORO_WPT1.1","511","803",0.00000,48.85000,0.00000,0.00000,123.85070,123.81825,0.00000,0.00000 -"02-DEC-2021 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15:30","OTA_ROS1.1","71","89",15.83804,79.07000,0.06715,0.00000,145.74293,147.00233,0.00000,5.03742 -"02-DEC-2021 15:30","OTA_ROS2.1","71","89",16.00271,79.07000,0.06837,0.00000,145.74293,147.00233,0.00000,5.05135 -"02-DEC-2021 15:30","OTA_SWN.1","73","40",145.14363,915.00000,0.07622,0.00000,145.27269,145.46758,0.00000,8.59980 -"02-DEC-2021 15:30","OTA_T11.T11","68","73",-45.55843,58.49000,0.21428,0.09030,146.62410,145.27269,0.00000,8.45488 -"02-DEC-2021 15:30","OTA_T3.L3","776","70",0.00000,90.60000,0.00000,0.00000,145.70565,145.65871,0.00000,0.00000 -"02-DEC-2021 15:30","OTA_T3.M3","71","70",-71.67911,323.60000,0.02731,0.00000,145.74293,145.65871,0.00000,1.02828 -"02-DEC-2021 15:30","OTA_T3.T3","73","70",71.71953,323.60000,0.01626,0.04830,145.27269,145.65871,0.00000,9.14048 -"02-DEC-2021 15:30","OTA_T4.L4","775","69",0.00000,75.40000,0.00000,0.00000,145.62934,145.66227,0.00000,0.00000 -"02-DEC-2021 15:30","OTA_T4.M4","71","69",-71.86895,314.00000,0.02987,0.00000,145.74293,145.66227,0.00000,0.72140 -"02-DEC-2021 15:30","OTA_T4.T4","73","69",71.89291,314.00000,0.00586,0.03620,145.27269,145.66227,0.00000,10.94098 -"02-DEC-2021 15:30","OTA_T5.T5","73","71",71.73955,318.20000,0.03676,0.04510,145.27269,145.74293,0.00000,10.90238 -"02-DEC-2021 15:30","OTA_TIE3.1","73","74",137.73183,688.94000,0.01043,0.00000,145.27269,145.29391,0.00000,0.70373 -"02-DEC-2021 15:30","OTA_TIE4.1","73","72",2.80005,681.00000,0.00002,0.00000,145.27269,145.27280,0.00000,-0.00165 -"02-DEC-2021 15:30","OTA_TIE5.1","73","72",1.68070,681.00000,0.00002,0.00000,145.27269,145.27280,0.00000,-0.00171 -"02-DEC-2021 15:30","OTA_WKM1.1","73","278",-158.81399,331.51000,8.68822,0.00000,145.27269,134.52826,0.00000,222.10256 -"02-DEC-2021 15:30","OTA_WKM2.1","73","278",-158.99843,331.51000,8.71145,0.00000,145.27269,134.52826,0.00000,221.40564 -"02-DEC-2021 15:30","OTI_T6.T6","609","608",0.03267,2.50000,0.00002,0.00330,116.27919,116.35997,0.00000,-0.19199 -"02-DEC-2021 15:30","OWH_T1.T1","241","240",2.72249,20.37000,0.00107,0.00910,135.48087,135.53211,0.00000,-0.61954 -"02-DEC-2021 15:30","OWH_T2.T2","241","240",2.72967,20.37000,0.00099,0.00910,135.48087,135.53211,0.00000,-0.61380 -"02-DEC-2021 15:30","PAK_PEN3.1","76","86",267.93180,874.13000,0.18901,0.00000,145.28920,145.64915,0.00000,34.45706 -"02-DEC-2021 15:30","PAK_T1.T1","76","75",27.56248,140.75000,0.02317,0.04370,145.28920,145.57016,0.00000,-0.99515 -"02-DEC-2021 15:30","PAK_T2.T2","76","75",27.56614,140.75000,0.02303,0.04370,145.28920,145.57016,0.00000,-0.98432 -"02-DEC-2021 15:30","PAK_T3.T3","76","75",27.58089,140.80000,0.02277,0.04370,145.28920,145.57016,0.00000,-0.96359 -"02-DEC-2021 15:30","PAK_WKM1.1","50","76",245.07573,633.00000,0.13272,0.00000,144.90263,145.28920,0.00000,37.72760 -"02-DEC-2021 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15:30","PEN_T21.T21","79","81",-13.72730,45.23000,0.01642,0.00450,146.53179,146.23886,0.00000,0.47779 -"02-DEC-2021 15:30","PEN_T23.T23","79","81",-13.25701,45.25000,0.01738,0.00450,146.53179,146.23886,0.00000,0.33844 -"02-DEC-2021 15:30","PEN_T5.T5","86","80",1.82522,48.75000,0.00117,0.01210,145.64915,145.74270,0.00000,-0.88174 -"02-DEC-2021 15:30","PEN_T6.L6","779","84",0.00000,71.40000,0.00000,0.00000,145.69422,145.72150,0.00000,0.00000 -"02-DEC-2021 15:30","PEN_T6.M6","85","84",-38.89930,297.30000,0.00781,0.00000,145.74674,145.72150,0.00000,-0.07804 -"02-DEC-2021 15:30","PEN_T6.T6","86","84",38.92601,297.30000,0.00341,0.04660,145.64915,145.72150,0.00000,-2.23571 -"02-DEC-2021 15:30","PEN_T7.T7","86","81",65.82007,241.80000,0.09344,0.05140,145.64915,146.23886,0.00000,8.81670 -"02-DEC-2021 15:30","PEN_T8.T8","86","780",0.06194,203.10000,0.00004,0.12380,145.64915,145.73584,0.00000,-9.02105 -"02-DEC-2021 15:30","PEN_T9.T9","86","81",70.51696,203.10000,0.13233,0.12380,145.64915,146.23886,0.00000,2.06429 -"02-DEC-2021 15:30","PNI_T1.T1","472","471",3.29438,22.20000,0.00325,0.03880,124.93442,125.24006,0.00000,-2.12978 -"02-DEC-2021 15:30","PNI_T2.T2","473","471",3.29352,27.40000,0.00260,0.01130,124.95319,125.24006,0.00000,-0.39799 -"02-DEC-2021 15:30","PNI_TKR1.1","472","480",-3.31646,78.00000,0.00268,0.00000,124.93442,124.84281,0.00000,-0.01534 -"02-DEC-2021 15:30","PNI_TKR2.1","473","480",-3.30184,78.00000,0.00267,0.00000,124.95319,124.84281,0.00000,0.01531 -"02-DEC-2021 15:30","PPI_T1.T1","243","242",-37.33050,2000.00000,0.00000,0.00000,133.15471,133.15471,0.00000,0.00000 -"02-DEC-2021 15:30","PPI_THI1.1","243","257",35.66100,244.00000,0.00209,0.00000,133.15471,133.18737,0.00000,0.44321 -"02-DEC-2021 15:30","PRM_T1.T1","475","474",13.92819,140.75000,0.00568,0.03440,125.40620,125.45582,0.00000,-2.16824 -"02-DEC-2021 15:30","PRM_T2.T2","476","474",13.94955,140.75000,0.00566,0.03440,125.40338,125.45582,0.00000,-2.14743 -"02-DEC-2021 15:30","PRU_T1.T1","665","664",-2.50000,2000.00000,0.00000,0.00000,109.60605,109.60605,0.00000,0.00000 -"02-DEC-2021 15:30","PTA_T1.T1","340","339",-27.00000,2000.00000,0.00000,0.00000,133.42914,133.42914,0.00000,0.00000 -"02-DEC-2021 15:30","RDF_T1.T1","293","292",16.80388,140.75000,0.00769,0.04500,134.02455,134.09746,0.00000,-2.91985 -"02-DEC-2021 15:30","RDF_T2.T2","293","292",16.31393,136.50000,0.01032,0.03260,134.02455,134.09746,0.00000,-2.28313 -"02-DEC-2021 15:30","RDF_T3.T3","294","293",15.26593,98.00000,0.00838,0.03900,133.76731,134.02455,0.00000,-1.21138 -"02-DEC-2021 15:30","RDF_T4.T4","294","293",15.26593,98.00000,0.00838,0.03900,133.76731,134.02455,0.00000,-1.21138 -"02-DEC-2021 15:30","RDF_TUI1.1","293","302",-9.96493,57.15000,0.14167,0.00000,134.02455,129.12401,0.00000,14.92336 -"02-DEC-2021 15:30","RDF_TUI2.1","293","302",-9.96552,57.15000,0.14168,0.00000,134.02455,129.12401,0.00000,14.92384 -"02-DEC-2021 15:30","RDF_WHI1.1","294","309",-22.54855,478.00000,0.01876,0.00000,133.76731,133.65410,0.00000,0.02170 -"02-DEC-2021 15:30","RDF_WRK.1","294","289",-60.79101,477.69000,0.31127,0.00000,133.76731,133.09376,0.00000,-0.34611 -"02-DEC-2021 15:30","RDF_WTU1.1","294","757",26.21424,346.76000,0.01243,0.00000,133.76731,133.83072,0.00000,-0.00072 -"02-DEC-2021 15:30","RDF_WTU2.1","294","311",26.22443,347.00000,0.01245,0.00000,133.76731,133.83088,0.00000,0.00072 -"02-DEC-2021 15:30","RKA_T1.T1","245","755",-32.00000,2000.00000,0.00000,0.00000,132.71018,132.71018,0.00000,0.00000 -"02-DEC-2021 15:30","RKA_WRK1.1","245","287",16.00000,2000.00000,0.00000,0.00000,132.71018,132.71018,0.00000,0.00000 -"02-DEC-2021 15:30","RKA_WRK2.1","245","287",16.00000,9999.00000,0.00000,0.00000,132.71018,132.71018,0.00000,0.00000 -"02-DEC-2021 15:30","ROS_T2.T2","89","88",16.00952,80.50000,0.01918,0.01800,147.00233,147.35598,0.00000,0.09120 -"02-DEC-2021 15:30","ROS_T3.T3","89","88",18.40299,94.12000,0.01436,0.02680,147.00233,147.35598,0.00000,0.22138 -"02-DEC-2021 15:30","ROS_T4.T4","89","88",16.00689,80.50000,0.01945,0.01800,147.00233,147.35598,0.00000,0.07093 -"02-DEC-2021 15:30","ROT_T2.T2","756","247",16.27926,66.12000,0.03255,0.01560,135.18013,136.12582,0.00000,4.42064 -"02-DEC-2021 15:30","ROT_T3.T3","756","246",6.81526,36.40000,0.00657,0.01580,135.18013,135.95481,0.00000,1.11889 -"02-DEC-2021 15:30","ROT_T4.T4","248","246",6.04191,36.40000,0.00479,0.01580,136.07814,135.95481,0.00000,-1.77239 -"02-DEC-2021 15:30","ROT_T5.T5","248","247",14.57022,66.12000,0.02634,0.01560,136.07814,136.12582,0.00000,-2.50688 -"02-DEC-2021 15:30","ROT_TRK1.1","248","265",-20.70047,63.36000,0.07264,0.00000,136.07814,134.91981,0.00000,7.04686 -"02-DEC-2021 15:30","ROT_TRK2.1","756","265",-9.12129,63.36000,0.01107,0.00000,135.18013,134.91981,0.00000,0.43923 -"02-DEC-2021 15:30","ROT_WHE1.1","756","270",-14.00000,2000.00000,0.00000,0.00000,135.18013,135.18013,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_T1.T1","739","736",-32.00020,2000.00000,0.00000,0.00000,108.94277,108.94277,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_T10.L10","822","737",0.00000,10.33000,0.00000,0.00000,107.28795,107.29542,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_T10.M10","738","737",38.73313,188.00000,0.01690,0.00000,107.32423,107.29542,0.00000,-1.46445 -"02-DEC-2021 15:30","ROX_T10.T10","739","737",-38.69968,188.00000,0.00638,0.03310,108.94277,107.29542,0.00000,29.72559 -"02-DEC-2021 15:30","ROX_T2.T2","739","735",-32.00020,2000.00000,0.00000,0.00000,108.94277,108.94277,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_T3.T3","739","734",-32.00020,2000.00000,0.00000,0.00000,108.94277,108.94277,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_T4.T4","739","733",-32.00020,2000.00000,0.00000,0.00000,108.94277,108.94277,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_T5.T5","739","732",-32.00020,2000.00000,0.00000,0.00000,108.94277,108.94277,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_T6.T6","738","731",-26.67000,2000.00000,0.00000,0.00000,107.32423,107.32423,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_T7.T7","738","730",-26.67000,2000.00000,0.00000,0.00000,107.32423,107.32423,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_T8.T8","738","729",-26.67000,2000.00000,0.00000,0.00000,107.32423,107.32423,0.00000,0.00000 -"02-DEC-2021 15:30","ROX_TMH1.1","739","742",31.55787,385.00000,0.09238,0.00000,108.94277,109.81169,0.00000,8.63853 -"02-DEC-2021 15:30","ROX_TMH2.1","739","742",31.55787,385.00000,0.09238,0.00000,108.94277,109.81169,0.00000,8.63853 -"02-DEC-2021 15:30","RPO_T5.T5","392","391",-30.00000,2000.00000,0.00000,0.00000,130.09177,130.09177,0.00000,0.00000 -"02-DEC-2021 15:30","RPO_T6.T6","392","390",-30.00000,2000.00000,0.00000,0.00000,130.09177,130.09177,0.00000,0.00000 -"02-DEC-2021 15:30","RPO_TNG1.1","392","407",0.02269,238.85000,0.00005,0.00000,130.09177,129.83830,0.00000,-0.00595 -"02-DEC-2021 15:30","RPO_WRK1.1","392","289",59.97731,364.00000,0.34083,0.00000,130.09177,133.09376,0.00000,67.34398 -"02-DEC-2021 15:30","SBK_T1.T1","545","544",6.50336,45.40000,0.00336,0.01800,125.62558,125.69051,0.00000,-1.13121 -"02-DEC-2021 15:30","SBK_T2.T2","545","544",6.50336,45.40000,0.00336,0.01800,125.62558,125.69051,0.00000,-1.13121 -"02-DEC-2021 15:30","SBK_WPR.1","545","547",-16.20901,38.00000,0.38637,0.00000,125.62558,121.55955,0.00000,8.68409 -"02-DEC-2021 15:30","SDN_T1.T1","741","740",19.45705,108.37000,0.01706,0.06250,109.90827,110.08378,0.00000,-2.67187 -"02-DEC-2021 15:30","SDN_T2.T2","741","740",12.40046,108.37000,0.00594,0.04250,109.90827,110.08378,0.00000,-1.57793 -"02-DEC-2021 15:30","SDN_TMH.1","741","742",-28.73185,333.00000,0.01240,0.00000,109.90827,109.81169,0.00000,0.70604 -"02-DEC-2021 15:30","SFD_SPL.1","349","351",0.00000,2000.00000,0.00000,0.00000,133.53059,133.53059,0.00000,0.00000 -"02-DEC-2021 15:30","SFD_T10.L10","796","346",0.00000,81.00000,0.00000,0.00000,133.62492,133.57338,0.00000,0.00000 -"02-DEC-2021 15:30","SFD_T10.M10","348","346",-31.91621,135.00000,0.01623,0.00000,133.69723,133.57338,0.00000,0.89149 -"02-DEC-2021 15:30","SFD_T10.T10","349","346",31.97650,157.00000,0.00509,0.11040,133.53059,133.57338,0.00000,-7.02916 -"02-DEC-2021 15:30","SFD_T21.T21","797","343",0.00000,2000.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 15:30","SFD_T22.T22","349","344",0.00000,2000.00000,0.00000,0.00000,133.53059,133.53059,0.00000,0.00000 -"02-DEC-2021 15:30","SFD_T6.T6","348","345",9.49458,54.80000,0.00713,0.01790,133.69723,133.97950,0.00000,-0.33693 -"02-DEC-2021 15:30","SFD_T8.T8","348","345",9.48362,54.80000,0.00717,0.01790,133.69723,133.97950,0.00000,-0.34065 -"02-DEC-2021 15:30","SFD_T9.L9","795","347",0.00000,55.00000,0.00000,0.00000,133.65316,133.68733,0.00000,0.00000 -"02-DEC-2021 15:30","SFD_T9.M9","348","347",-29.19898,249.56000,0.00443,0.00000,133.69723,133.68733,0.00000,-0.15152 -"02-DEC-2021 15:30","SFD_T9.T9","349","347",29.21836,274.80000,0.00218,0.03440,133.53059,133.68733,0.00000,-0.15543 -"02-DEC-2021 15:30","SFD_TMN1.1","349","403",86.47632,469.07000,1.14694,0.00000,133.53059,137.40387,0.00000,88.67622 -"02-DEC-2021 15:30","SPL_T10.T10","351","350",0.00000,2000.00000,0.00000,0.00000,133.53059,133.53059,0.00000,0.00000 -"02-DEC-2021 15:30","STK_T10.T10","526","520",36.04475,140.75000,0.04125,0.03300,124.28457,124.53913,0.00000,-0.03536 -"02-DEC-2021 15:30","STK_T3.L3","805","523",0.00000,22.50000,0.00000,0.00000,124.46471,124.38980,0.00000,0.00000 -"02-DEC-2021 15:30","STK_T3.M3","521","523",8.90805,60.00000,0.00321,0.00000,124.20938,124.38980,0.00000,0.60374 -"02-DEC-2021 15:30","STK_T3.T3","525","523",-8.89884,60.00000,0.00025,0.01200,124.38126,124.38980,0.00000,-0.79967 -"02-DEC-2021 15:30","STK_T4.L4","806","524",0.00000,22.40000,0.00000,0.00000,124.27063,124.34513,0.00000,0.00000 -"02-DEC-2021 15:30","STK_T4.M4","521","524",8.90795,43.97000,0.00443,0.00000,124.20938,124.34513,0.00000,0.32899 -"02-DEC-2021 15:30","STK_T4.T4","525","524",-8.89751,59.80000,0.00025,0.01200,124.38126,124.34513,0.00000,-0.60103 -"02-DEC-2021 15:30","STK_T6.T6","526","520",35.99650,140.75000,0.04200,0.03300,124.28457,124.53913,0.00000,-0.08875 -"02-DEC-2021 15:30","STK_T7.L7","807","522",0.00000,48.00000,0.00000,0.00000,124.32836,124.36103,0.00000,0.00000 -"02-DEC-2021 15:30","STK_T7.M7","525","522",-5.44433,180.00000,0.00111,0.00000,124.38126,124.36103,0.00000,-0.01377 -"02-DEC-2021 15:30","STK_T7.T7","526","522",5.46613,180.00000,0.00010,0.04340,124.28457,124.36103,0.00000,-2.49571 -"02-DEC-2021 15:30","STU_T5.T5","666","667",-3.99633,11.50000,0.01162,0.03840,119.33238,118.49752,0.00000,-1.31634 -"02-DEC-2021 15:30","STU_T6.T6","666","667",-4.00951,11.50000,0.01182,0.03840,119.33238,118.49752,0.00000,-1.32259 -"02-DEC-2021 15:30","STU_TIM.1","667","567",5.51143,48.20000,0.02934,0.00000,118.49752,117.02970,0.00000,-5.76153 -"02-DEC-2021 15:30","SVL_T1.T1","36","35",21.75646,126.30000,0.01646,0.03920,146.35038,146.63225,0.00000,-1.01431 -"02-DEC-2021 15:30","SVL_T2.T2","37","35",20.37242,137.90000,0.00837,0.04890,146.35490,146.63225,0.00000,-1.37362 -"02-DEC-2021 15:30","SWN_T1A.T1A","40","38",0.16840,2000.00000,0.00000,0.00000,145.46758,145.46758,0.00000,0.00000 -"02-DEC-2021 15:30","SWN_T1B.T1B","40","38",0.00160,2000.00000,0.00000,0.00000,145.46758,145.46758,0.00000,0.00000 -"02-DEC-2021 15:30","SWN_T2.T2","40","39",1.66312,48.75000,0.00107,0.01210,145.46758,145.56101,0.00000,-0.88064 -"02-DEC-2021 15:30","TAA_T1.T1","250","249",-20.00000,2000.00000,0.00000,0.00000,132.71018,132.71018,0.00000,0.00000 -"02-DEC-2021 15:30","TAA_WRK1.1","250","287",20.00000,2000.00000,0.00000,0.00000,132.71018,132.71018,0.00000,0.00000 -"02-DEC-2021 15:30","TAK_T5.T5","92","90",31.60434,162.14000,0.02197,0.05520,145.12477,145.31592,0.00000,-2.58671 -"02-DEC-2021 15:30","TAK_T8.T8","91","90",32.97288,162.14000,0.02404,0.05520,145.03784,145.31592,0.00000,-1.17311 -"02-DEC-2021 15:30","TAP_T1.T1","394","393",-48.98000,2000.00000,0.00000,0.00000,128.11385,128.11385,0.00000,0.00000 -"02-DEC-2021 15:30","TAP_WDV1.1","394","416",48.98000,2000.00000,0.00000,0.00000,128.11385,128.11385,0.00000,0.00000 -"02-DEC-2021 15:30","TGA_T1.T1","254","252",6.36532,36.03000,0.00697,0.01590,135.81947,136.23956,0.00000,-0.22066 -"02-DEC-2021 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15:30","TKR_T1.T1","480","479",23.88892,110.70000,0.04343,0.02260,124.84281,125.31239,0.00000,1.47177 -"02-DEC-2021 15:30","TKR_T2.T2","480","479",23.98379,110.70000,0.04368,0.02260,124.84281,125.31239,0.00000,1.47855 -"02-DEC-2021 15:30","TKR_WIL1.1","480","486",12.39078,281.44000,0.02293,0.00000,124.84281,125.05867,0.00000,-0.09639 -"02-DEC-2021 15:30","TKR_WIL2.1","480","486",12.33771,281.44000,0.02286,0.00000,124.84281,125.05867,0.00000,-0.09763 -"02-DEC-2021 15:30","TKU_T1.T1","400","395",-42.75726,2000.00000,0.00000,0.00000,130.06000,130.06000,0.00000,0.00000 -"02-DEC-2021 15:30","TKU_T2.T2","400","396",-42.75726,2000.00000,0.00000,0.00000,130.06000,130.06000,0.00000,0.00000 -"02-DEC-2021 15:30","TKU_T21.T21","399","400",0.03705,24.80000,0.00003,0.02590,129.96977,130.06000,0.00000,-1.68428 -"02-DEC-2021 15:30","TKU_T3.T3","400","397",-42.75726,2000.00000,0.00000,0.00000,130.06000,130.06000,0.00000,0.00000 -"02-DEC-2021 15:30","TKU_T4.T4","400","398",-42.75726,2000.00000,0.00000,0.00000,130.06000,130.06000,0.00000,0.00000 -"02-DEC-2021 15:30","TKU_WKM1.1","400","278",119.63527,307.51000,1.81183,0.00000,130.06000,134.52826,0.00000,145.40910 -"02-DEC-2021 15:30","TKU_WKM2.1","400","278",119.59148,307.51000,1.82017,0.00000,130.06000,134.52826,0.00000,144.75064 -"02-DEC-2021 15:30","TMI_T1.T1","259","258",10.48610,36.90000,0.01852,0.03450,135.89283,136.27034,0.00000,-1.63352 -"02-DEC-2021 15:30","TMI_T2.T2","259","258",8.48967,49.60000,0.00775,0.01450,135.89283,136.27034,0.00000,0.08661 -"02-DEC-2021 15:30","TMK_T1.T1","575","574",23.52501,60.70000,0.06323,0.01610,119.63575,120.30609,0.00000,3.11268 -"02-DEC-2021 15:30","TMK_T2.T2","576","574",23.65588,60.70000,0.06415,0.01690,119.62059,120.30609,0.00000,3.23245 -"02-DEC-2021 15:30","TMN_T5.T5","403","402",0.03077,23.60000,0.00002,0.00950,137.40387,137.50775,0.00000,-0.65316 -"02-DEC-2021 15:30","TMN_T8.T8","403","401",0.03213,23.90000,0.00003,0.01220,137.40387,137.52250,0.00000,-0.83889 -"02-DEC-2021 15:30","TMN_TWH1.1","403","150",85.25563,469.17000,1.46370,0.00000,137.40387,142.77922,0.00000,124.64619 -"02-DEC-2021 15:30","TMU_T1.T1","142","141",14.35644,40.69000,0.02541,0.01660,146.36915,146.98104,0.00000,1.30506 -"02-DEC-2021 15:30","TMU_T2.T2","142","141",14.31574,40.93000,0.02517,0.01660,146.36915,146.98104,0.00000,1.30989 -"02-DEC-2021 15:30","TNG_T11.T11","407","404",15.59522,60.90000,0.04176,0.02660,129.83830,130.45616,0.00000,0.35888 -"02-DEC-2021 15:30","TNG_T12.T12","407","404",15.57685,60.90000,0.04171,0.02660,129.83830,130.45616,0.00000,0.35659 -"02-DEC-2021 15:30","TNG_T2.T2","407","405",0.03363,21.67000,0.00003,0.01220,129.83830,129.93993,0.00000,-0.79263 -"02-DEC-2021 15:30","TNG_T3.T3","407","406",0.03222,21.67000,0.00002,0.00940,129.83830,129.91906,0.00000,-0.61062 -"02-DEC-2021 15:30","TRC_T1.L1","144","147",-10.01658,2000.00000,0.00000,0.00000,142.85215,142.85215,0.00000,0.00000 -"02-DEC-2021 15:30","TRC_T1.M1","143","147",21.00000,2000.00000,0.00000,0.00000,142.85215,142.85215,0.00000,0.00000 -"02-DEC-2021 15:30","TRC_T1.T1","145","147",-10.98342,2000.00000,0.00000,0.00000,142.85215,142.85215,0.00000,0.00000 -"02-DEC-2021 15:30","TRC_T2.L2","144","146",-10.01658,2000.00000,0.00000,0.00000,142.85215,142.85215,0.00000,0.00000 -"02-DEC-2021 15:30","TRC_T2.M2","143","146",21.00000,2000.00000,0.00000,0.00000,142.85215,142.85215,0.00000,0.00000 -"02-DEC-2021 15:30","TRC_T2.T2","145","146",-10.98342,2000.00000,0.00000,0.00000,142.85215,142.85215,0.00000,0.00000 -"02-DEC-2021 15:30","TRC_TWH1.1","145","149",11.01385,2000.00000,0.00000,0.00000,142.85215,142.85215,0.00000,0.00000 -"02-DEC-2021 15:30","TRC_TWH2.1","145","149",10.95298,9999.00000,0.00000,0.00000,142.85215,142.85215,0.00000,0.00000 -"02-DEC-2021 15:30","TRH_TWC1.1","408","411",14.00000,2000.00000,0.00000,0.00000,127.80207,127.80207,0.00000,0.00000 -"02-DEC-2021 15:30","TRK_T2.L2","791","264",0.00000,12.00000,0.00000,0.00000,134.91087,134.92061,0.00000,0.00000 -"02-DEC-2021 15:30","TRK_T2.M2","265","264",-27.06487,201.20000,0.00542,0.00000,134.91981,134.92061,0.00000,-0.37664 -"02-DEC-2021 15:30","TRK_T2.T2","266","264",27.08602,201.20000,0.00366,0.03500,134.44079,134.92061,0.00000,3.89057 -"02-DEC-2021 15:30","TRK_T3.L3","790","263",0.00000,53.70000,0.00000,0.00000,134.96424,134.92061,0.00000,0.00000 -"02-DEC-2021 15:30","TRK_T3.M3","265","263",-27.06487,201.20000,0.00542,0.00000,134.91981,134.92061,0.00000,-0.37664 -"02-DEC-2021 15:30","TRK_T3.T3","266","263",27.08602,201.20000,0.00366,0.03500,134.44079,134.92061,0.00000,3.89057 -"02-DEC-2021 15:30","TRK_T4.T4","265","260",3.79293,20.00000,0.00393,0.01200,134.91981,135.25868,0.00000,-0.43460 -"02-DEC-2021 15:30","TUI_T1.T1","302","299",-12.33333,2000.00000,0.00000,0.00000,129.12401,129.12401,0.00000,0.00000 -"02-DEC-2021 15:30","TUI_T2.T2","302","301",-12.33333,2000.00000,0.00000,0.00000,129.12401,129.12401,0.00000,0.00000 -"02-DEC-2021 15:30","TUI_T3.T3","302","300",-12.33333,2000.00000,0.00000,0.00000,129.12401,129.12401,0.00000,0.00000 -"02-DEC-2021 15:30","TUI_T4.T4","302","297",-10.50000,2000.00000,0.00000,0.00000,129.12401,129.12401,0.00000,0.00000 -"02-DEC-2021 15:30","TUI_T5.T5","302","298",-10.50000,2000.00000,0.00000,0.00000,129.12401,129.12401,0.00000,0.00000 -"02-DEC-2021 15:30","TUI_T6.T6","302","296",-9.50000,2000.00000,0.00000,0.00000,129.12401,129.12401,0.00000,0.00000 -"02-DEC-2021 15:30","TUI_T7.T7","302","295",-9.50000,2000.00000,0.00000,0.00000,129.12401,129.12401,0.00000,0.00000 -"02-DEC-2021 15:30","TUK_TWH1.1","148","149",7.82000,2000.00000,0.00000,0.00000,142.85215,142.85215,0.00000,0.00000 -"02-DEC-2021 15:30","TUR_T1.T1","410","409",-35.20000,9999.00000,0.00000,0.00000,127.67704,127.67704,0.00000,0.00000 -"02-DEC-2021 15:30","TWC_T1.T1","412","411",-25.36000,2000.00000,0.00000,0.00000,127.80207,127.80207,0.00000,0.00000 -"02-DEC-2021 15:30","TWC_T2.T2","412","411",-25.36000,2000.00000,0.00000,0.00000,127.80207,127.80207,0.00000,0.00000 -"02-DEC-2021 15:30","TWH_T1.T1","150","149",14.70168,131.64000,0.00753,0.03920,142.77922,142.85215,0.00000,-2.80133 -"02-DEC-2021 15:30","TWH_T2.T2","150","149",14.66351,131.64000,0.00747,0.03920,142.77922,142.85215,0.00000,-2.79848 -"02-DEC-2021 15:30","TWZ_T18.T18","671","672",-1.04276,25.80000,0.00046,0.03560,114.04310,113.99272,0.00000,-2.02997 -"02-DEC-2021 15:30","TWZ_T19.T19","767","672",-1.04276,25.80000,0.00046,0.03560,114.04313,113.99272,0.00000,-2.02997 -"02-DEC-2021 15:30","UHT_T1.T1","482","481",7.18378,50.80000,0.00523,0.05150,125.05031,125.14137,0.00000,-3.22285 -"02-DEC-2021 15:30","UHT_T2.T2","482","481",7.18587,50.80000,0.00522,0.04690,125.05031,125.14137,0.00000,-2.93411 -"02-DEC-2021 15:30","WAA_T1.T1","355","353",0.00000,2000.00000,0.00000,0.00000,133.42914,133.42914,0.00000,0.00000 -"02-DEC-2021 15:30","WAA_T2.T2","355","354",-4.70588,2000.00000,0.00000,0.00000,133.42914,133.42914,0.00000,0.00000 -"02-DEC-2021 15:30","WAA_T3.T3","355","352",-6.58824,2000.00000,0.00000,0.00000,133.42914,133.42914,0.00000,0.00000 -"02-DEC-2021 15:30","WAA_T4.T4","355","354",-4.70588,2000.00000,0.00000,0.00000,133.42914,133.42914,0.00000,0.00000 -"02-DEC-2021 15:30","WAA_T5.T5","355","353",0.00000,2000.00000,0.00000,0.00000,133.42914,133.42914,0.00000,0.00000 -"02-DEC-2021 15:30","WAI_T1.T1","267","269",-3.50463,12.30000,0.00920,0.02790,135.87890,135.31671,0.00000,-1.53520 -"02-DEC-2021 15:30","WAI_T2.T2","267","269",-3.53500,11.50000,0.00896,0.03760,135.87890,135.31671,0.00000,-2.16951 -"02-DEC-2021 15:30","WAI_T5.T5","268","267",-0.67867,4.50000,0.00062,0.00410,136.35232,135.87890,0.00000,-0.16103 -"02-DEC-2021 15:30","WDV_T1.T1","416","415",0.83709,4.50000,0.00047,0.00590,128.11385,128.29427,0.00000,-0.33341 -"02-DEC-2021 15:30","WDV_T2.T2","416","415",0.85172,4.50000,0.00049,0.00580,128.11385,128.29427,0.00000,-0.32680 -"02-DEC-2021 15:30","WEL_T1.T1","42","41",9.80770,37.80000,0.01650,0.05010,151.58509,152.00336,0.00000,-3.01055 -"02-DEC-2021 15:30","WEL_T2.T2","43","41",9.94892,36.90000,0.01512,0.03790,151.58105,152.00336,0.00000,-1.92886 -"02-DEC-2021 15:30","WGN_T1.T1","418","417",13.70966,37.20000,0.02775,0.02750,132.59554,133.18342,0.00000,0.35090 -"02-DEC-2021 15:30","WGN_T2.T2","418","417",8.64669,24.01000,0.01626,0.03920,132.59554,133.18342,0.00000,-1.15145 -"02-DEC-2021 15:30","WGN_WVY1.1","418","357",11.07841,153.41000,0.07065,0.00000,132.59554,133.07340,0.00000,-2.05416 -"02-DEC-2021 15:30","WHI_T1.T1","309","303",17.61049,70.20000,0.01737,0.03000,133.65410,133.89134,0.00000,-1.08208 -"02-DEC-2021 15:30","WHI_T2.T2","309","304",21.13323,70.20000,0.02448,0.03000,133.65410,133.90014,0.00000,-1.04784 -"02-DEC-2021 15:30","WHI_T3.T3","309","305",6.34737,64.30000,0.00225,0.03400,133.65410,133.70139,0.00000,-2.27292 -"02-DEC-2021 15:30","WHI_T4.T4","309","308",0.00000,2000.00000,0.00000,0.00000,133.65410,133.65410,0.00000,0.00000 -"02-DEC-2021 15:30","WHI_T5.T5","309","307",0.00000,2000.00000,0.00000,0.00000,133.65410,133.65410,0.00000,0.00000 -"02-DEC-2021 15:30","WHI_T7.T7","309","306",0.00000,2000.00000,0.00000,0.00000,133.65410,133.65410,0.00000,0.00000 -"02-DEC-2021 15:30","WHI_WRK1.1","309","289",-68.14750,477.69000,0.28085,0.00000,133.65410,133.09376,0.00000,0.32441 -"02-DEC-2021 15:30","WHU_T1.T1","152","151",13.62717,99.00000,0.00684,0.02100,147.85652,147.93119,0.00000,-1.55053 -"02-DEC-2021 15:30","WHU_T3.T3","152","151",13.61123,100.40000,0.00691,0.02030,147.85652,147.93119,0.00000,-1.50425 -"02-DEC-2021 15:30","WHU_WKO1.1","152","154",24.83071,101.00000,0.09572,0.00000,147.85652,148.90576,0.00000,5.89974 -"02-DEC-2021 15:30","WHU_WKO2.1","152","154",24.78980,100.99000,0.09560,0.00000,147.85652,148.90576,0.00000,5.88793 -"02-DEC-2021 15:30","WIL_T3.T3","487","484",13.33053,102.64000,0.00257,0.04750,124.90066,124.92470,0.00000,-2.96705 -"02-DEC-2021 15:30","WIL_T5.T5","487","484",13.33111,102.64000,0.00256,0.04750,124.90066,124.92470,0.00000,-2.96687 -"02-DEC-2021 15:30","WIL_T8.L8","801","485",0.00000,70.40000,0.00000,0.00000,125.00069,124.98092,0.00000,0.00000 -"02-DEC-2021 15:30","WIL_T8.M8","486","485",-88.64237,293.30000,0.03609,0.00000,125.05867,124.98092,0.00000,1.18883 -"02-DEC-2021 15:30","WIL_T8.T8","487","485",88.68911,293.30000,0.02029,0.05290,124.90066,124.98092,0.00000,-1.01424 -"02-DEC-2021 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16:30","AVI_BEN1.1","616","630",54.81015,202.00000,0.09780,0.00000,117.41026,117.93247,0.00000,8.54416 -"02-DEC-2021 16:30","AVI_BEN2.1","616","630",54.85370,202.00000,0.09787,0.00000,117.41026,117.93247,0.00000,8.55137 -"02-DEC-2021 16:30","AVI_T1.T1","616","615",-50.34725,2000.00000,0.00000,0.00000,117.41026,117.41026,0.00000,0.00000 -"02-DEC-2021 16:30","AVI_T2.T2","616","614",-50.34725,2000.00000,0.00000,0.00000,117.41026,117.41026,0.00000,0.00000 -"02-DEC-2021 16:30","AVI_T3.T3","616","613",-50.34725,2000.00000,0.00000,0.00000,117.41026,117.41026,0.00000,0.00000 -"02-DEC-2021 16:30","AVI_T4.T4","616","612",-50.34725,2000.00000,0.00000,0.00000,117.41026,117.41026,0.00000,0.00000 -"02-DEC-2021 16:30","AVI_WTK.1","616","681",91.72515,569.84000,0.05585,0.00000,117.41026,117.52340,0.00000,1.90714 -"02-DEC-2021 16:30","BAL_HWB.1","685","688",-28.44008,51.00000,0.76595,0.00000,126.06522,118.93398,0.00000,53.12687 -"02-DEC-2021 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16:30","BDE_T2.T2","687","686",3.01737,19.98000,0.00228,0.01040,114.31896,114.65482,0.00000,-0.22030 -"02-DEC-2021 16:30","BEN_HAY1.1","629","454",390.00000,780.00000,14.89043,1.50000,117.93247,128.20407,0.00000,952.30186 -"02-DEC-2021 16:30","BEN_HAY2.1","628","455",397.14137,700.00000,15.43375,1.50000,117.93247,128.20407,0.00000,954.15035 -"02-DEC-2021 16:30","BEN_OHB.1","630","658",-113.88789,558.00000,0.31058,0.00000,117.93247,117.39835,0.00000,12.10125 -"02-DEC-2021 16:30","BEN_OHC.1","630","663",-136.14418,558.00000,0.34737,0.00000,117.93247,117.36641,0.00000,18.04994 -"02-DEC-2021 16:30","BEN_T27.T27","630","618",0.00000,10.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T28.T28","630","628",397.89137,2000.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T29.T29","630","617",0.00000,10.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T30.T30","630","629",390.75000,2000.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T42.L42","621","626",55.87533,2000.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T42.M42","623","626",55.87533,2000.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T42.T42","630","626",-111.75067,2000.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T44.L44","624","625",55.87533,2000.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T44.M44","620","625",55.87533,2000.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T44.T44","630","625",-111.75067,2000.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 16:30","BEN_T46.L46","619","627",55.87533,2000.00000,0.00000,0.00000,117.93247,117.93247,0.00000,0.00000 -"02-DEC-2021 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16:30","ROX_T4.T4","739","733",-32.00020,2000.00000,0.00000,0.00000,112.23317,112.23317,0.00000,0.00000 -"02-DEC-2021 16:30","ROX_T5.T5","739","732",-32.00020,2000.00000,0.00000,0.00000,112.23317,112.23317,0.00000,0.00000 -"02-DEC-2021 16:30","ROX_T6.T6","738","731",-26.67000,2000.00000,0.00000,0.00000,110.56575,110.56575,0.00000,0.00000 -"02-DEC-2021 16:30","ROX_T7.T7","738","730",-26.67000,2000.00000,0.00000,0.00000,110.56575,110.56575,0.00000,0.00000 -"02-DEC-2021 16:30","ROX_T8.T8","738","729",-26.67000,2000.00000,0.00000,0.00000,110.56575,110.56575,0.00000,0.00000 -"02-DEC-2021 16:30","ROX_TMH1.1","739","742",33.49216,385.00000,0.09804,0.00000,112.23317,113.12834,0.00000,9.44492 -"02-DEC-2021 16:30","ROX_TMH2.1","739","742",33.49216,385.00000,0.09804,0.00000,112.23317,113.12834,0.00000,9.44492 -"02-DEC-2021 16:30","RPO_T5.T5","392","391",-44.00000,2000.00000,0.00000,0.00000,133.86480,133.86480,0.00000,0.00000 -"02-DEC-2021 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16:30","SDN_TMH.1","741","742",-29.59407,333.00000,0.01277,0.00000,113.22783,113.12834,0.00000,0.74919 -"02-DEC-2021 16:30","SFD_SPL.1","349","351",0.00000,2000.00000,0.00000,0.00000,137.40335,137.40335,0.00000,0.00000 -"02-DEC-2021 16:30","SFD_T10.L10","796","346",0.00000,81.00000,0.00000,0.00000,137.50042,137.44738,0.00000,0.00000 -"02-DEC-2021 16:30","SFD_T10.M10","348","346",-33.88129,135.00000,0.01812,0.00000,137.57483,137.44738,0.00000,0.91279 -"02-DEC-2021 16:30","SFD_T10.T10","349","346",33.94227,157.00000,0.00578,0.11040,137.40335,137.44738,0.00000,-7.23709 -"02-DEC-2021 16:30","SFD_T21.T21","797","343",0.00000,2000.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 16:30","SFD_T22.T22","349","344",0.00000,2000.00000,0.00000,0.00000,137.40335,137.40335,0.00000,0.00000 -"02-DEC-2021 16:30","SFD_T6.T6","348","345",10.12878,54.80000,0.00846,0.01790,137.57483,137.86528,0.00000,-0.34634 -"02-DEC-2021 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16:30","STK_T3.M3","521","523",8.52056,60.00000,0.00285,0.00000,128.85586,128.89544,0.00000,-0.01510 -"02-DEC-2021 16:30","STK_T3.T3","525","523",-8.51171,60.00000,0.00022,0.01200,128.95193,128.89544,0.00000,-0.54747 -"02-DEC-2021 16:30","STK_T4.L4","806","524",0.00000,22.40000,0.00000,0.00000,128.92448,129.00177,0.00000,0.00000 -"02-DEC-2021 16:30","STK_T4.M4","521","524",8.52044,43.97000,0.00401,0.00000,128.85586,129.00177,0.00000,0.36325 -"02-DEC-2021 16:30","STK_T4.T4","525","524",-8.51044,59.80000,0.00022,0.01200,128.95193,129.00177,0.00000,-0.99992 -"02-DEC-2021 16:30","STK_T6.T6","526","520",35.61798,140.75000,0.04122,0.03300,128.84715,129.11106,0.00000,-0.09149 -"02-DEC-2021 16:30","STK_T7.L7","807","522",0.00000,48.00000,0.00000,0.00000,128.96516,128.93129,0.00000,0.00000 -"02-DEC-2021 16:30","STK_T7.M7","525","522",-6.76116,180.00000,0.00137,0.00000,128.95193,128.93129,0.00000,-0.01885 -"02-DEC-2021 16:30","STK_T7.T7","526","522",6.78298,180.00000,0.00012,0.04340,128.84715,128.93129,0.00000,-2.52026 -"02-DEC-2021 16:30","STU_T5.T5","666","667",-4.07022,11.50000,0.01214,0.03840,122.90654,122.04667,0.00000,-1.35562 -"02-DEC-2021 16:30","STU_T6.T6","666","667",-4.08365,11.50000,0.01234,0.03840,122.90654,122.04667,0.00000,-1.36234 -"02-DEC-2021 16:30","STU_TIM.1","667","567",5.73509,48.20000,0.03053,0.00000,122.04667,120.74422,0.00000,-5.57781 -"02-DEC-2021 16:30","SVL_T1.T1","36","35",22.71367,126.30000,0.01850,0.03920,150.58922,150.87925,0.00000,-1.05907 -"02-DEC-2021 16:30","SVL_T2.T2","37","35",21.26874,137.90000,0.00986,0.04890,150.59387,150.87925,0.00000,-1.39795 -"02-DEC-2021 16:30","SWN_T1A.T1A","40","38",0.15490,2000.00000,0.00000,0.00000,149.68609,149.68609,0.00000,0.00000 -"02-DEC-2021 16:30","SWN_T1B.T1B","40","38",0.00147,2000.00000,0.00000,0.00000,149.68609,149.68609,0.00000,0.00000 -"02-DEC-2021 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16:30","TUI_T1.T1","302","299",-12.33333,2000.00000,0.00000,0.00000,133.78142,133.78142,0.00000,0.00000 -"02-DEC-2021 16:30","TUI_T2.T2","302","301",-12.33333,2000.00000,0.00000,0.00000,133.78142,133.78142,0.00000,0.00000 -"02-DEC-2021 16:30","TUI_T3.T3","302","300",-12.33333,2000.00000,0.00000,0.00000,133.78142,133.78142,0.00000,0.00000 -"02-DEC-2021 16:30","TUI_T4.T4","302","297",-10.50000,2000.00000,0.00000,0.00000,133.78142,133.78142,0.00000,0.00000 -"02-DEC-2021 16:30","TUI_T5.T5","302","298",-10.50000,2000.00000,0.00000,0.00000,133.78142,133.78142,0.00000,0.00000 -"02-DEC-2021 16:30","TUI_T6.T6","302","296",-9.50000,2000.00000,0.00000,0.00000,133.78142,133.78142,0.00000,0.00000 -"02-DEC-2021 16:30","TUI_T7.T7","302","295",-9.50000,2000.00000,0.00000,0.00000,133.78142,133.78142,0.00000,0.00000 -"02-DEC-2021 16:30","TUK_TWH1.1","148","149",7.82000,2000.00000,0.00000,0.00000,146.99516,146.99516,0.00000,0.00000 -"02-DEC-2021 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16:30","WAI_T5.T5","268","267",-0.75794,4.50000,0.00089,0.00410,140.30691,139.81975,0.00000,-0.16570 -"02-DEC-2021 16:30","WDV_T1.T1","416","415",0.91304,4.50000,0.00058,0.00590,131.82960,132.01526,0.00000,-0.34310 -"02-DEC-2021 16:30","WDV_T2.T2","416","415",0.92899,4.50000,0.00060,0.00580,131.82960,132.01526,0.00000,-0.33626 -"02-DEC-2021 16:30","WEL_T1.T1","42","41",10.84555,37.80000,0.01956,0.05010,156.40742,156.83822,0.00000,-3.12618 -"02-DEC-2021 16:30","WEL_T2.T2","43","41",10.99884,36.90000,0.01784,0.03790,156.40173,156.83822,0.00000,-1.97031 -"02-DEC-2021 16:30","WGN_T1.T1","418","417",13.89260,37.20000,0.02857,0.02750,136.44126,137.04619,0.00000,0.36013 -"02-DEC-2021 16:30","WGN_T2.T2","418","417",8.76207,24.01000,0.01675,0.03920,136.44126,137.04619,0.00000,-1.18389 -"02-DEC-2021 16:30","WGN_WVY1.1","418","357",11.23378,153.41000,0.07165,0.00000,136.44126,136.93294,0.00000,-2.14356 -"02-DEC-2021 16:30","WHI_T1.T1","309","303",17.61049,70.20000,0.01737,0.03000,138.63385,138.87993,0.00000,-1.12239 -"02-DEC-2021 16:30","WHI_T2.T2","309","304",21.13323,70.20000,0.02448,0.03000,138.63385,138.88906,0.00000,-1.08688 -"02-DEC-2021 16:30","WHI_T3.T3","309","305",6.34737,64.30000,0.00225,0.03400,138.63385,138.68290,0.00000,-2.35761 -"02-DEC-2021 16:30","WHI_T4.T4","309","308",0.00000,2000.00000,0.00000,0.00000,138.63385,138.63385,0.00000,0.00000 -"02-DEC-2021 16:30","WHI_T5.T5","309","307",0.00000,2000.00000,0.00000,0.00000,138.63385,138.63385,0.00000,0.00000 -"02-DEC-2021 16:30","WHI_T7.T7","309","306",0.00000,2000.00000,0.00000,0.00000,138.63385,138.63385,0.00000,0.00000 -"02-DEC-2021 16:30","WHI_WRK1.1","309","289",-69.66075,477.69000,0.29279,0.00000,138.63385,136.95383,0.00000,38.21997 -"02-DEC-2021 16:30","WHU_T1.T1","152","151",14.05063,99.00000,0.00705,0.02100,152.14679,152.22364,0.00000,-1.59543 -"02-DEC-2021 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13:55","WPW_T1.T1","421","419",5.71023,26.23000,0.00922,0.04000,204.49220,205.06664,0.00000,-0.56781 -"01-MAR-2022 13:55","WPW_T2.T2","420","419",7.11515,26.23000,0.00944,0.02850,204.53369,205.06664,0.00000,-0.33242 -"01-MAR-2022 13:55","WPW_T33.T33","419","418",2.08577,10.00000,0.00227,0.00720,205.06664,205.54623,0.00000,-0.07887 -"01-MAR-2022 13:55","WRD_T1.T1","46","44",23.18440,65.00000,0.00000,0.00000,227.42829,227.40665,0.00000,-0.04180 -"01-MAR-2022 13:55","WRD_T2.T2","45","768",0.00000,65.00000,0.00000,0.00000,227.43178,227.43178,0.00000,0.00000 -"01-MAR-2022 13:55","WRD_T3.T3","746","44",22.60831,65.00000,0.00000,0.00000,227.42722,227.40665,0.00000,-0.03876 -"01-MAR-2022 13:55","WRD_T7.T7","47","44",29.54547,140.80000,0.02578,0.03680,226.92893,227.40665,0.00000,-0.00964 -"01-MAR-2022 13:55","WRK_T1.T1","288","284",-23.92941,2000.00000,0.00000,0.00000,208.98044,208.98044,0.00000,0.00000 -"01-MAR-2022 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13:55","WTK_T22.T22","680","672",-28.65447,68.71000,0.04536,0.04060,178.86625,178.31780,0.00000,0.02839 -"01-MAR-2022 13:55","WTK_T23.L23","812","677",0.00000,48.00000,0.00000,0.00000,178.42287,178.38286,0.00000,0.00000 -"01-MAR-2022 13:55","WTK_T23.M23","678","677",-26.84620,80.00000,0.00746,0.00000,178.54932,178.38286,0.00000,0.26144 -"01-MAR-2022 13:55","WTK_T23.T23","680","677",26.90168,93.50000,0.00343,0.10410,178.86625,178.38286,0.00000,-2.68208 -"01-MAR-2022 13:55","WTK_T24.L24","811","676",0.00000,48.00000,0.00000,0.00000,178.83379,178.79446,0.00000,0.00000 -"01-MAR-2022 13:55","WTK_T24.M24","679","676",-16.36909,80.00000,0.00275,0.00000,178.87301,178.79446,0.00000,0.06623 -"01-MAR-2022 13:55","WTK_T24.T24","680","676",16.42260,93.50000,0.00147,0.10410,178.86625,178.79446,0.00000,-1.67114 -"01-MAR-2022 13:55","WTK_T28.T28","672","675",0.00165,5.50000,0.00000,0.00330,178.31780,178.50759,0.00000,-0.04909 -"01-MAR-2022 13:55","WTU_T3.T3","310","309",29.66116,115.90000,0.04445,0.04750,211.58094,212.14581,0.00000,-0.22935 -"01-MAR-2022 13:55","WTU_T4.T4","756","309",29.64963,115.90000,0.04484,0.04750,211.58070,212.14581,0.00000,-0.23613 -"01-MAR-2022 13:55","WVY_T1.T1","356","355",2.86777,10.00000,0.00542,0.00670,201.67363,202.29804,0.00000,-0.05507 -"01-MAR-2022 13:55","WWD_T1.T1","489","487",-0.02000,2000.00000,0.00000,0.00000,195.62668,195.62668,0.00000,0.00000 -"01-MAR-2022 13:55","WWD_T2.T2","488","760",-0.06000,2000.00000,0.00000,0.00000,195.62195,195.62195,0.00000,0.00000 diff --git a/Output/Test_Run_All/Test_Run_All_BusResults_TP.csv b/Output/Test_Run_All/Test_Run_All_BusResults_TP.csv deleted file mode 100644 index f6e64d6..0000000 --- a/Output/Test_Run_All/Test_Run_All_BusResults_TP.csv +++ /dev/null @@ -1,60615 +0,0 @@ -"DateTime","Bus","Generation (MW)","Load (MW)","Price ($/MWh)","Revenue ($)","Cost ($)","Deficit(MW)","Surplus(MW)" -"15-OCT-2022 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-"15-OCT-2022 00:00","141",21.333,0.000,73.528,784.297,0.000,0.000,0.000 -"15-OCT-2022 00:00","142",21.333,0.000,73.528,784.297,0.000,0.000,0.000 -"15-OCT-2022 00:00","143",21.333,0.000,73.528,784.297,0.000,0.000,0.000 -"15-OCT-2022 00:00","144",0.000,0.000,73.528,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","145",0.000,20.104,77.268,0.000,776.698,0.000,0.000 -"15-OCT-2022 00:00","146",0.000,0.000,76.956,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","147",0.000,0.000,75.323,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","148",0.000,-1.428,73.712,0.000,-52.630,0.000,0.000 -"15-OCT-2022 00:00","149",0.000,0.000,73.753,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","15",0.000,49.145,77.376,0.000,1901.310,0.000,0.000 -"15-OCT-2022 00:00","150",0.000,11.475,75.497,0.000,433.174,0.000,0.000 -"15-OCT-2022 00:00","151",0.000,16.173,74.262,0.000,600.517,0.000,0.000 -"15-OCT-2022 00:00","152",0.000,0.000,74.086,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","153",30.000,0.000,75.287,1129.311,0.000,0.000,0.000 -"15-OCT-2022 00:00","154",0.000,12.910,75.287,0.000,485.994,0.000,0.000 -"15-OCT-2022 00:00","155",0.000,0.000,75.287,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","156",0.000,0.000,75.287,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","157",0.000,0.000,75.287,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","158",59.530,0.000,75.287,2240.930,0.000,0.000,0.000 -"15-OCT-2022 00:00","159",0.000,38.086,75.287,0.000,1433.684,0.000,0.000 -"15-OCT-2022 00:00","16",0.000,0.000,77.163,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","160",0.000,0.000,75.447,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","161",0.000,18.230,76.097,0.000,693.628,0.000,0.000 -"15-OCT-2022 00:00","162",0.000,0.000,76.064,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","163",0.000,18.526,76.883,0.000,712.164,0.000,0.000 -"15-OCT-2022 00:00","164",0.000,0.000,76.722,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","165",11.550,0.000,66.979,386.802,0.000,0.000,0.000 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00:00","178",17.000,0.000,70.173,596.473,0.000,0.000,0.000 -"15-OCT-2022 00:00","179",0.000,0.000,70.173,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","18",0.000,0.000,77.210,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","181",0.000,13.704,69.119,0.000,473.606,0.000,0.000 -"15-OCT-2022 00:00","182",0.000,0.000,69.082,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","183",0.000,0.000,68.590,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","184",0.000,0.000,69.082,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","185",0.000,0.000,70.866,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","186",107.000,0.000,67.947,3635.175,0.000,0.000,0.000 -"15-OCT-2022 00:00","187",0.000,0.000,67.947,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","188",0.000,15.600,67.908,0.000,529.680,0.000,0.000 -"15-OCT-2022 00:00","19",0.000,0.000,77.131,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","190",0.000,0.000,68.491,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","191",0.000,13.369,68.259,0.000,456.262,0.000,0.000 -"15-OCT-2022 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03:30","115",0.000,0.000,10.546,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","116",0.000,0.000,10.546,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","117",0.000,8.771,10.530,0.000,46.181,0.000,0.000 -"15-OCT-2022 03:30","118",0.000,46.150,10.565,0.000,243.789,0.000,0.000 -"15-OCT-2022 03:30","119",0.000,0.148,10.554,0.000,0.781,0.000,0.000 -"15-OCT-2022 03:30","12",0.000,0.000,11.116,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","121",0.000,0.000,10.521,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","122",0.000,0.000,10.547,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","123",0.000,19.050,10.687,0.000,101.791,0.000,0.000 -"15-OCT-2022 03:30","124",0.000,0.000,10.661,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","125",0.000,0.000,10.694,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","126",0.000,0.000,10.694,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","127",0.000,0.000,10.694,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","128",0.000,0.000,10.694,0.000,0.000,0.000,0.000 -"15-OCT-2022 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03:30","143",14.667,0.000,10.538,77.281,0.000,0.000,0.000 -"15-OCT-2022 03:30","144",0.000,0.000,10.538,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","145",0.000,17.142,10.857,0.000,93.057,0.000,0.000 -"15-OCT-2022 03:30","146",0.000,0.000,10.847,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","147",0.000,0.000,10.680,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","148",0.000,-1.891,10.505,0.000,-9.933,0.000,0.000 -"15-OCT-2022 03:30","149",0.000,0.000,10.511,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","15",0.000,38.970,10.768,0.000,209.809,0.000,0.000 -"15-OCT-2022 03:30","150",0.000,10.643,10.712,0.000,57.003,0.000,0.000 -"15-OCT-2022 03:30","151",0.000,14.428,10.597,0.000,76.447,0.000,0.000 -"15-OCT-2022 03:30","152",0.000,0.000,10.572,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","153",30.000,0.000,10.670,160.051,0.000,0.000,0.000 -"15-OCT-2022 03:30","154",0.000,11.076,10.670,0.000,59.092,0.000,0.000 -"15-OCT-2022 03:30","155",0.000,0.000,10.670,0.000,0.000,0.000,0.000 -"15-OCT-2022 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03:30","169",0.000,0.000,9.687,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","17",0.000,0.000,10.762,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","170",0.000,0.000,9.687,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","171",7.152,0.000,9.990,35.722,0.000,0.000,0.000 -"15-OCT-2022 03:30","172",7.152,0.000,9.990,35.722,0.000,0.000,0.000 -"15-OCT-2022 03:30","173",7.152,0.000,9.990,35.722,0.000,0.000,0.000 -"15-OCT-2022 03:30","174",0.000,0.000,9.990,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","175",8.500,0.000,9.980,42.416,0.000,0.000,0.000 -"15-OCT-2022 03:30","176",8.500,0.000,9.980,42.416,0.000,0.000,0.000 -"15-OCT-2022 03:30","177",8.500,0.000,9.980,42.416,0.000,0.000,0.000 -"15-OCT-2022 03:30","178",8.500,0.000,9.980,42.416,0.000,0.000,0.000 -"15-OCT-2022 03:30","179",0.000,0.000,9.980,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","18",0.000,0.000,10.767,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","181",0.000,12.655,9.890,0.000,62.578,0.000,0.000 -"15-OCT-2022 03:30","182",0.000,0.000,9.885,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","183",0.000,0.000,9.803,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","184",0.000,0.000,9.885,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","185",0.000,0.000,10.031,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","186",107.000,0.000,9.759,522.130,0.000,0.000,0.000 -"15-OCT-2022 03:30","187",0.000,0.000,9.759,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","188",0.000,16.824,9.754,0.000,82.049,0.000,0.000 -"15-OCT-2022 03:30","19",0.000,0.000,10.760,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","190",0.000,0.000,9.820,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","191",0.000,12.609,9.804,0.000,61.809,0.000,0.000 -"15-OCT-2022 03:30","192",0.000,0.000,9.767,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","193",0.000,0.000,9.759,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","194",0.000,0.000,9.815,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","195",10.000,0.000,10.043,50.214,0.000,0.000,0.000 -"15-OCT-2022 03:30","196",0.000,0.000,10.043,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","199",0.000,9.437,10.021,0.000,47.283,0.000,0.000 -"15-OCT-2022 03:30","20",0.000,44.500,10.792,0.000,240.113,0.000,0.000 -"15-OCT-2022 03:30","200",0.000,0.000,10.016,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2001",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2002",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2003",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2004",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2005",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2006",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2007",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2008",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2009",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","201",0.000,0.000,10.016,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2010",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2011",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2012",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2014",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2015",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2016",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2017",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2018",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2019",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","202",0.000,0.000,10.016,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2020",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2021",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","2022",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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05:00","152",0.000,0.000,18.248,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","153",30.000,0.000,18.314,274.709,0.000,0.000,0.000 -"15-OCT-2022 05:00","154",0.000,12.174,18.314,0.000,111.476,0.000,0.000 -"15-OCT-2022 05:00","155",0.000,0.000,18.314,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","156",0.000,0.000,18.314,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","157",0.000,0.000,18.314,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","158",59.598,0.000,18.314,545.737,0.000,0.000,0.000 -"15-OCT-2022 05:00","159",0.000,35.913,18.314,0.000,328.855,0.000,0.000 -"15-OCT-2022 05:00","16",0.000,0.000,18.551,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","160",0.000,0.000,18.353,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","161",0.000,19.442,18.617,0.000,180.979,0.000,0.000 -"15-OCT-2022 05:00","162",0.000,0.000,18.609,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","163",0.000,17.704,18.794,0.000,166.362,0.000,0.000 -"15-OCT-2022 05:00","164",0.000,0.000,18.770,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","165",11.550,0.000,16.604,95.891,0.000,0.000,0.000 -"15-OCT-2022 05:00","166",11.550,0.000,16.604,95.891,0.000,0.000,0.000 -"15-OCT-2022 05:00","167",0.000,3.278,16.604,0.000,27.216,0.000,0.000 -"15-OCT-2022 05:00","168",0.000,0.000,16.604,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","169",0.000,0.000,16.604,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","17",0.000,0.000,18.553,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","170",0.000,0.000,16.604,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","171",15.667,0.000,17.016,133.295,0.000,0.000,0.000 -"15-OCT-2022 05:00","172",15.667,0.000,17.016,133.295,0.000,0.000,0.000 -"15-OCT-2022 05:00","173",15.667,0.000,17.016,133.295,0.000,0.000,0.000 -"15-OCT-2022 05:00","174",0.000,0.000,17.016,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","175",8.500,0.000,17.029,72.375,0.000,0.000,0.000 -"15-OCT-2022 05:00","176",8.500,0.000,17.029,72.375,0.000,0.000,0.000 -"15-OCT-2022 05:00","177",8.500,0.000,17.029,72.375,0.000,0.000,0.000 -"15-OCT-2022 05:00","178",8.500,0.000,17.029,72.375,0.000,0.000,0.000 -"15-OCT-2022 05:00","179",0.000,0.000,17.029,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","18",0.000,0.000,18.563,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","181",0.000,15.118,16.935,0.000,128.010,0.000,0.000 -"15-OCT-2022 05:00","182",0.000,0.000,16.926,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","183",0.000,0.000,16.802,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","184",0.000,0.000,16.926,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","185",0.000,0.000,17.145,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","186",107.000,0.000,16.731,895.132,0.000,0.000,0.000 -"15-OCT-2022 05:00","187",0.000,0.000,16.731,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","188",0.000,16.954,16.722,0.000,141.750,0.000,0.000 -"15-OCT-2022 05:00","19",0.000,0.000,18.558,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","190",0.000,0.000,16.840,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","191",0.000,11.454,16.808,0.000,96.263,0.000,0.000 -"15-OCT-2022 05:00","192",0.000,0.000,16.744,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","193",0.000,0.000,16.731,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","194",0.000,0.000,16.831,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","195",10.000,0.000,17.166,85.828,0.000,0.000,0.000 -"15-OCT-2022 05:00","196",0.000,0.000,17.166,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","199",0.000,10.171,17.128,0.000,87.104,0.000,0.000 -"15-OCT-2022 05:00","20",0.000,46.501,18.597,0.000,432.385,0.000,0.000 -"15-OCT-2022 05:00","200",0.000,0.000,17.121,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2001",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2002",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2003",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2004",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2005",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2006",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2007",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2008",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2009",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","201",0.000,0.000,17.120,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2010",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2011",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2012",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2014",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2015",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2016",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2017",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2018",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","2019",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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05:30","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2014",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2015",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2016",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2017",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2018",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2019",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","202",0.000,0.000,49.645,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2020",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2021",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2022",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2023",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2024",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","2025",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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06:30","158",56.898,0.000,57.570,1637.803,0.000,0.000,0.000 -"15-OCT-2022 06:30","159",0.000,42.989,57.570,0.000,1237.444,0.000,0.000 -"15-OCT-2022 06:30","16",0.000,0.000,59.147,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","160",0.000,0.000,57.598,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","161",0.000,24.061,58.855,0.000,708.053,0.000,0.000 -"15-OCT-2022 06:30","162",0.000,0.000,58.794,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","163",0.000,21.344,59.427,0.000,634.203,0.000,0.000 -"15-OCT-2022 06:30","164",0.000,0.000,59.303,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","165",11.550,0.000,53.158,306.987,0.000,0.000,0.000 -"15-OCT-2022 06:30","166",11.550,0.000,53.158,306.987,0.000,0.000,0.000 -"15-OCT-2022 06:30","167",0.000,4.550,53.158,0.000,120.934,0.000,0.000 -"15-OCT-2022 06:30","168",0.000,0.000,53.158,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","169",0.000,0.000,53.158,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","17",0.000,0.000,59.151,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","170",0.000,0.000,53.158,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","171",24.000,0.000,54.377,652.522,0.000,0.000,0.000 -"15-OCT-2022 06:30","172",24.000,0.000,54.377,652.522,0.000,0.000,0.000 -"15-OCT-2022 06:30","173",24.000,0.000,54.377,652.522,0.000,0.000,0.000 -"15-OCT-2022 06:30","174",0.000,0.000,54.377,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","175",12.750,0.000,54.406,346.838,0.000,0.000,0.000 -"15-OCT-2022 06:30","176",12.750,0.000,54.406,346.838,0.000,0.000,0.000 -"15-OCT-2022 06:30","177",12.750,0.000,54.406,346.838,0.000,0.000,0.000 -"15-OCT-2022 06:30","178",12.750,0.000,54.406,346.838,0.000,0.000,0.000 -"15-OCT-2022 06:30","179",0.000,0.000,54.406,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","18",0.000,0.000,59.184,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","181",0.000,18.764,54.282,0.000,509.271,0.000,0.000 -"15-OCT-2022 06:30","182",0.000,0.000,54.253,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","183",0.000,0.000,54.119,0.000,0.000,0.000,0.000 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06:30","2012",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2014",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2015",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2016",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2017",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2018",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2019",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","202",0.000,0.000,55.124,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2020",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2021",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2022",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2023",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","2024",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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08:00","188",0.000,17.792,48.683,0.000,433.081,0.000,0.000 -"15-OCT-2022 08:00","19",0.000,0.000,54.078,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","190",0.000,0.000,49.108,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","191",0.000,12.195,48.934,0.000,298.384,0.000,0.000 -"15-OCT-2022 08:00","192",0.000,0.000,48.741,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","193",0.000,0.000,48.711,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","194",0.000,0.000,49.083,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","195",28.000,0.000,50.525,707.353,0.000,0.000,0.000 -"15-OCT-2022 08:00","196",0.000,0.000,50.525,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","199",0.000,17.549,50.507,0.000,443.177,0.000,0.000 -"15-OCT-2022 08:00","20",0.000,71.188,54.447,0.000,1937.979,0.000,0.000 -"15-OCT-2022 08:00","200",0.000,0.000,50.380,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2001",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2002",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2003",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2004",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2005",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2006",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2007",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2008",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2009",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","201",0.000,0.000,50.377,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2010",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2011",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2012",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2014",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","2015",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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09:30","177",17.750,0.000,75.988,674.396,0.000,0.000,0.000 -"15-OCT-2022 09:30","178",17.750,0.000,75.988,674.396,0.000,0.000,0.000 -"15-OCT-2022 09:30","179",0.000,0.000,75.988,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","18",0.000,0.000,82.955,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","181",0.000,24.660,75.956,0.000,936.540,0.000,0.000 -"15-OCT-2022 09:30","182",0.000,0.000,75.837,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","183",0.000,0.000,75.211,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","184",0.000,0.000,75.836,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","185",0.000,0.000,77.246,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","186",107.000,0.000,74.538,3987.779,0.000,0.000,0.000 -"15-OCT-2022 09:30","187",0.000,0.000,74.538,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","188",0.000,17.667,74.495,0.000,658.048,0.000,0.000 -"15-OCT-2022 09:30","19",0.000,0.000,83.003,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","190",0.000,0.000,75.147,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","191",0.000,12.355,74.880,0.000,462.579,0.000,0.000 -"15-OCT-2022 09:30","192",0.000,0.000,74.584,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","193",0.000,0.000,74.538,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","194",0.000,0.000,75.108,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","195",28.000,0.000,77.388,1083.436,0.000,0.000,0.000 -"15-OCT-2022 09:30","196",0.000,0.000,77.388,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","199",0.000,20.346,77.271,0.000,786.076,0.000,0.000 -"15-OCT-2022 09:30","20",0.000,78.925,83.596,0.000,3298.920,0.000,0.000 -"15-OCT-2022 09:30","200",0.000,0.000,77.076,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2001",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2002",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2003",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2004",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2005",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2006",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2007",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2008",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2009",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","201",0.000,0.000,77.071,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2010",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2011",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2012",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2014",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2015",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2016",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2017",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","2018",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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-"15-OCT-2022 13:30","2006",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2007",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2008",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2009",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","201",0.000,0.000,19.100,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2010",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2011",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2012",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2014",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2015",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2016",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2017",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2018",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2019",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","202",0.000,0.000,19.108,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2020",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2021",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2022",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2023",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2024",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2025",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2026",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2027",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2028",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2029",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","203",0.000,0.000,19.001,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","2030",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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14:30","166",11.550,0.000,18.650,107.705,0.000,0.000,0.000 -"15-OCT-2022 14:30","167",0.000,3.794,18.650,0.000,35.376,0.000,0.000 -"15-OCT-2022 14:30","168",0.000,0.000,18.650,0.000,0.000,0.000,0.000 -"15-OCT-2022 14:30","169",0.000,0.000,18.650,0.000,0.000,0.000,0.000 -"15-OCT-2022 14:30","17",0.000,0.000,20.716,0.000,0.000,0.000,0.000 -"15-OCT-2022 14:30","170",0.000,0.000,18.650,0.000,0.000,0.000,0.000 -"15-OCT-2022 14:30","171",24.000,0.000,19.040,228.479,0.000,0.000,0.000 -"15-OCT-2022 14:30","172",24.000,0.000,19.040,228.479,0.000,0.000,0.000 -"15-OCT-2022 14:30","173",24.000,0.000,19.040,228.479,0.000,0.000,0.000 -"15-OCT-2022 14:30","174",0.000,0.000,19.040,0.000,0.000,0.000,0.000 -"15-OCT-2022 14:30","175",17.000,0.000,19.047,161.903,0.000,0.000,0.000 -"15-OCT-2022 14:30","176",17.000,0.000,19.047,161.903,0.000,0.000,0.000 -"15-OCT-2022 14:30","177",17.000,0.000,19.047,161.903,0.000,0.000,0.000 -"15-OCT-2022 14:30","178",17.000,0.000,19.047,161.903,0.000,0.000,0.000 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17:30","199",0.000,18.715,19.201,0.000,179.675,0.000,0.000 -"15-OCT-2022 17:30","20",0.000,65.889,20.758,0.000,683.860,0.000,0.000 -"15-OCT-2022 17:30","200",0.000,0.000,19.153,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2001",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2002",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2003",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2004",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2005",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2006",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2007",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2008",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2009",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","201",0.000,0.000,19.151,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2010",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2011",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2012",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2014",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2015",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2016",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2017",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2018",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2019",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","202",0.000,0.000,19.159,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2020",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2021",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2022",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 17:30","2023",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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18:30","147",0.000,0.000,47.745,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","148",0.000,5.115,47.278,0.000,120.913,0.000,0.000 -"15-OCT-2022 18:30","149",0.000,0.000,47.159,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","15",0.000,62.795,49.106,0.000,1541.814,0.000,0.000 -"15-OCT-2022 18:30","150",0.000,15.065,48.690,0.000,366.769,0.000,0.000 -"15-OCT-2022 18:30","151",0.000,26.759,47.323,0.000,633.158,0.000,0.000 -"15-OCT-2022 18:30","152",0.000,0.000,47.126,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","153",30.000,0.000,47.969,719.529,0.000,0.000,0.000 -"15-OCT-2022 18:30","154",0.000,14.737,47.969,0.000,353.462,0.000,0.000 -"15-OCT-2022 18:30","155",0.000,0.000,47.969,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","156",0.000,0.000,47.969,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","157",0.000,0.000,47.969,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","158",0.000,0.000,47.969,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","159",0.000,43.475,47.969,0.000,1042.712,0.000,0.000 -"15-OCT-2022 18:30","16",0.000,0.000,48.935,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","160",0.000,0.000,47.943,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","161",0.000,22.902,49.107,0.000,562.326,0.000,0.000 -"15-OCT-2022 18:30","162",0.000,0.000,49.056,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","163",0.000,26.111,49.622,0.000,647.845,0.000,0.000 -"15-OCT-2022 18:30","164",0.000,0.000,49.481,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","165",11.550,0.000,43.587,251.714,0.000,0.000,0.000 -"15-OCT-2022 18:30","166",11.550,0.000,43.587,251.714,0.000,0.000,0.000 -"15-OCT-2022 18:30","167",0.000,4.017,43.587,0.000,87.550,0.000,0.000 -"15-OCT-2022 18:30","168",0.000,0.000,43.587,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","169",0.000,0.000,43.587,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","17",0.000,0.000,48.940,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","170",0.000,0.000,43.587,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","171",24.000,0.000,44.766,537.191,0.000,0.000,0.000 -"15-OCT-2022 18:30","172",24.000,0.000,44.766,537.191,0.000,0.000,0.000 -"15-OCT-2022 18:30","173",24.000,0.000,44.766,537.191,0.000,0.000,0.000 -"15-OCT-2022 18:30","174",0.000,0.000,44.766,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","175",17.000,0.000,44.782,380.647,0.000,0.000,0.000 -"15-OCT-2022 18:30","176",17.000,0.000,44.782,380.647,0.000,0.000,0.000 -"15-OCT-2022 18:30","177",17.000,0.000,44.782,380.647,0.000,0.000,0.000 -"15-OCT-2022 18:30","178",17.000,0.000,44.782,380.647,0.000,0.000,0.000 -"15-OCT-2022 18:30","179",0.000,0.000,44.782,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","18",0.000,0.000,48.966,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","181",0.000,24.034,44.750,0.000,537.762,0.000,0.000 -"15-OCT-2022 18:30","182",0.000,0.000,44.680,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","183",0.000,0.000,44.308,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","184",0.000,0.000,44.679,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","185",0.000,0.000,45.506,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","186",107.000,0.000,43.910,2349.204,0.000,0.000,0.000 -"15-OCT-2022 18:30","187",0.000,0.000,43.910,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","188",0.000,17.063,43.885,0.000,374.403,0.000,0.000 -"15-OCT-2022 18:30","19",0.000,0.000,48.951,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","190",0.000,0.000,44.268,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","191",0.000,13.621,44.112,0.000,300.422,0.000,0.000 -"15-OCT-2022 18:30","192",0.000,0.000,43.937,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","193",0.000,0.000,43.910,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","194",0.000,0.000,44.245,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","195",24.000,0.000,45.594,547.126,0.000,0.000,0.000 -"15-OCT-2022 18:30","196",0.000,0.000,45.594,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","199",0.000,19.207,45.532,0.000,437.263,0.000,0.000 -"15-OCT-2022 18:30","20",0.000,67.651,49.332,0.000,1668.681,0.000,0.000 -"15-OCT-2022 18:30","200",0.000,0.000,45.417,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2001",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2002",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2003",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2004",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2005",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2006",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2007",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2008",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2009",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","201",0.000,0.000,45.414,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2010",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2011",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2012",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 18:30","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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23:00","188",0.000,17.183,43.611,0.000,374.687,0.000,0.000 -"15-OCT-2022 23:00","19",0.000,0.000,48.036,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","190",0.000,0.000,43.932,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","191",0.000,12.508,43.837,0.000,274.147,0.000,0.000 -"15-OCT-2022 23:00","192",0.000,0.000,43.669,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","193",0.000,0.000,43.637,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","194",0.000,0.000,43.910,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","195",8.000,0.000,45.145,180.582,0.000,0.000,0.000 -"15-OCT-2022 23:00","196",0.000,0.000,45.145,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","199",0.000,13.918,45.071,0.000,313.646,0.000,0.000 -"15-OCT-2022 23:00","20",0.000,56.341,48.197,0.000,1357.748,0.000,0.000 -"15-OCT-2022 23:00","200",0.000,0.000,44.955,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2001",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2002",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2003",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2004",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2005",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2006",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2007",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2008",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2009",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","201",0.000,0.000,44.952,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2010",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2011",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2012",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2013",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2014",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 23:00","2015",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"15-OCT-2022 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20:00","SI",2144.01900,1823.67300,0.00000,63.97450,254.87150,1.50000,50.89364,55.90521,136.00000,0.00773,0.08693,55374.64340,50481.14309,279.81417,40.41000,105.41200,52.54673,105.41200,19.36901,30.58800,15.49521,30.58800 -"15-OCT-2022 20:30","NI",2765.41283,2915.39200,0.00000,82.90431,0.00000,3.91765,49.72730,114.05080,276.00000,0.01000,0.09000,65381.39502,73577.20944,763.91584,73.41507,174.08574,19.91922,29.66333,50.79466,101.91426,40.63573,101.91426 -"15-OCT-2022 20:30","SI",2118.99700,1817.78000,0.00000,62.91588,236.80112,1.50000,48.14581,57.00792,136.00000,0.00773,0.08693,51844.61312,47669.98453,269.48510,40.51000,105.51200,52.58780,105.51200,20.62240,30.48800,16.49792,30.48800 -"15-OCT-2022 21:00","NI",2788.87336,2863.34900,0.00000,84.44412,0.00000,2.76112,52.61867,82.96129,261.00000,0.01000,0.09000,69675.27356,76376.58449,815.47763,41.26954,157.69326,19.59522,30.23629,52.11469,103.30674,41.69175,103.30674 -"15-OCT-2022 21:00","SI",2037.67700,1811.12900,0.00000,63.36712,161.68088,1.50000,52.17014,56.32149,136.00000,0.00794,0.08693,54035.97179,51482.58946,311.08477,40.52000,105.52200,52.53129,105.52200,19.75186,30.47800,15.80149,30.47800 -"15-OCT-2022 21:30","NI",2686.61269,2763.12700,0.00000,79.01206,0.00000,2.73210,49.92336,67.08281,261.00000,0.01000,0.06000,63424.14983,69654.47110,737.15643,25.47477,159.07188,20.17779,31.74424,52.01005,101.92812,41.60804,101.92812 -"15-OCT-2022 21:30","SI",2004.40300,1783.58100,0.00000,61.06352,158.25848,1.50000,49.49846,56.96127,136.00000,0.00794,0.05795,50403.77280,47985.22692,215.22778,40.69000,104.00200,52.42581,104.00200,20.33909,31.99800,16.27127,31.99800 -"15-OCT-2022 22:00","NI",2649.77965,2644.46000,0.00000,79.24057,0.00000,2.06203,53.10447,31.39339,231.00000,0.00006,0.01008,65930.46293,70375.04868,758.47191,6.13600,133.73900,27.34342,37.66045,31.57174,97.26100,25.25739,97.26100 -"15-OCT-2022 22:00","SI",1886.62000,1749.33900,0.00000,59.79806,75.98294,1.50000,52.71166,62.62960,136.00000,0.00005,0.01000,50852.12302,50608.48952,247.64998,40.58000,98.03849,31.82412,98.03849,27.56200,37.96151,22.04960,37.96151 -"15-OCT-2022 22:30","NI",2469.51839,2504.10300,0.00000,71.82828,0.00000,2.31208,51.16280,11.04356,211.00000,0.00004,0.01008,59301.07039,64185.28285,736.95124,6.33600,130.14400,29.25865,54.06545,5.88445,80.85600,4.70756,80.85600 -"15-OCT-2022 22:30","SI",1881.86100,1714.35600,0.00000,57.28003,108.72497,1.50000,50.72896,64.34403,136.00000,0.00005,0.01000,48574.78677,47387.43184,250.70099,40.75000,81.50235,5.93149,81.50235,29.49254,54.49765,23.59403,54.49765 -"15-OCT-2022 23:00","NI",2342.24902,2393.15600,0.00000,67.90174,0.00000,2.41809,47.74448,11.10191,201.00000,0.00806,0.01000,52407.88626,57235.24482,713.59022,6.22400,137.50755,29.15556,71.42900,6.09739,63.49245,4.87791,63.49245 -"15-OCT-2022 23:00","SI",1901.35600,1720.19100,0.00000,58.43819,121.22681,1.50000,47.33963,72.87956,136.00000,0.01000,0.00992,45791.79089,44397.29989,232.62503,49.36866,64.00000,6.14613,64.00000,29.38863,72.00000,23.51090,72.00000 -"15-OCT-2022 23:30","NI",2256.81813,2261.22900,0.00000,72.99028,0.00000,2.08796,72.55869,10.76750,140.00000,0.00806,0.01000,75920.86089,82159.72728,1112.84779,6.45900,76.50755,28.07129,71.42900,5.38563,63.49245,4.30850,63.49245 -"15-OCT-2022 23:30","SI",1826.10577,1686.75000,0.00000,58.36666,79.48911,1.50000,72.02199,72.54929,136.00000,0.01000,0.00992,67412.08943,67149.75399,494.77289,49.91274,64.00000,5.42868,64.00000,28.29569,72.00000,22.63655,72.00000 -"02-DEC-2021 13:00","NI",2522.38400,3155.02100,0.00000,95.05412,0.00000,29.41803,94.61093,265.07281,393.00000,4.50000,2.01000,127241.33603,165668.77032,0.04883,201.19491,313.47238,15.74980,163.00711,79.84738,79.52762,63.87790,79.52762 -"02-DEC-2021 13:00","SI",2567.00319,1745.98100,0.00000,62.41305,757.10914,1.50000,87.03078,89.77221,260.88400,3.29076,1.83737,108499.47860,78346.42451,594.36177,75.99100,87.00100,87.35081,87.00100,17.22651,173.88300,13.78121,173.88300 -"02-DEC-2021 13:30","NI",2501.19271,3128.79400,0.00000,93.78909,0.00000,28.86925,89.98241,265.29923,393.00000,4.50000,5.06000,120006.92614,156234.64569,0.04644,201.42029,313.47238,15.51799,124.61815,79.84868,79.52762,63.87894,79.52762 -"02-DEC-2021 13:30","SI",2561.03000,1746.12300,0.00000,63.14738,750.25962,1.50000,82.77310,89.42394,219.85600,3.29076,4.62538,102922.02632,74528.62468,554.69165,75.99100,87.00100,87.35223,87.00100,16.79117,132.85500,13.43294,132.85500 -"02-DEC-2021 14:00","NI",2499.38400,3142.12200,0.00000,96.58713,0.00000,30.43132,111.35053,266.00150,395.00000,4.50000,2.01000,149315.58457,195309.05717,2.79913,201.34209,315.48244,13.86943,123.29535,80.82427,79.51756,64.65941,79.51756 -"02-DEC-2021 14:00","SI",2587.34172,1752.95000,0.00000,63.13528,769.75645,1.50000,102.42922,89.12822,218.97500,3.29076,1.83737,127609.43717,91471.00483,665.26661,76.99000,86.99000,88.41950,86.99000,15.17278,131.98500,12.13822,131.98500 -"02-DEC-2021 14:30","NI",2490.78400,3143.35200,0.00000,97.60340,0.00000,31.37600,99.62682,284.13798,392.60000,4.50000,2.01000,133117.29740,174688.56026,1.87742,219.98938,313.07238,11.18346,121.04509,80.18575,79.52762,64.14860,79.52762 -"02-DEC-2021 14:30","SI",2601.53001,1755.49800,0.00000,62.98461,781.54740,1.50000,91.64480,86.05352,216.91700,3.29076,1.83737,115731.18257,82621.73515,580.17255,76.26600,87.00100,87.72098,87.00100,12.23440,129.91600,9.78752,129.91600 -"02-DEC-2021 15:00","NI",2500.44938,3168.99400,0.00000,99.94907,0.00000,32.97182,124.43972,287.60180,394.70000,11.00000,5.06000,168467.74129,222127.85211,5.06882,222.90195,315.18244,14.48270,121.24076,80.87482,79.51756,64.69985,79.51756 -"02-DEC-2021 15:00","SI",2624.39300,1758.48000,0.00000,62.94749,801.46551,1.50000,114.46971,89.66494,217.66300,8.04408,4.62538,144752.97024,102619.18762,753.05765,76.99000,86.99000,88.47480,86.99000,15.84367,130.67300,12.67494,130.67300 -"02-DEC-2021 15:30","NI",2551.26306,3207.90400,0.00000,102.14231,0.00000,32.12607,124.59055,291.49825,398.80000,15.00000,8.50000,171922.64952,224997.23589,3.24924,226.72494,319.28244,17.86042,123.03134,80.96664,79.51756,64.77331,79.51756 -"02-DEC-2021 15:30","SI",2624.39300,1768.52500,0.00000,63.45868,790.90932,1.50000,114.60847,92.62104,219.27700,10.96920,7.76988,144932.92291,103372.04317,758.41215,76.99000,86.99000,88.57525,86.99000,19.53880,132.28700,15.63104,132.28700 -"02-DEC-2021 16:00","NI",2573.45985,3226.01100,0.00000,100.94293,0.00000,31.66540,129.31914,289.63869,401.80000,15.00000,8.50000,180091.69248,234872.49710,1.34926,224.82411,322.28244,21.57631,125.38082,81.01823,79.51756,64.81458,79.51756 -"02-DEC-2021 16:00","SI",2624.39300,1774.16900,0.00000,63.56453,785.15947,1.50000,118.95820,95.87311,221.61800,10.96920,7.76988,150428.90136,107587.32633,740.46170,76.99000,86.99000,88.63169,86.99000,23.60389,134.62800,18.88311,134.62800 -"02-DEC-2021 16:30","NI",2592.76822,3244.04400,0.00000,104.04141,0.00000,31.82418,128.20407,297.20080,407.60000,11.00000,8.50000,179814.56182,234330.37204,0.00000,250.56649,350.93494,48.25176,109.33254,58.29289,56.66506,46.63431,56.66506 -"02-DEC-2021 16:30","SI",2641.40300,1788.08000,0.00000,64.68163,787.14137,1.50000,117.93247,94.09444,179.60000,8.04409,7.76985,150237.51820,107884.92772,721.91001,51.99000,61.99000,63.77080,61.99000,52.63055,117.61000,42.10444,117.61000 -"01-MAR-2022 14:00","NI",2693.51100,3280.16900,243.18700,89.22114,0.00000,25.57440,481.86542,269.72573,382.40000,14.87000,5.06000,683296.90807,867489.31142,0.00000,230.02453,343.99291,30.42624,109.48755,49.62651,38.40709,39.70120,38.40709 -"01-MAR-2022 14:00","SI",2599.02794,1837.37300,644.80400,58.70140,701.45354,1.50000,450.51329,66.81869,157.40000,10.87413,4.62535,576062.51804,430968.81315,1441.31299,40.92406,40.92406,53.19779,40.92406,32.36829,116.47594,25.89463,116.47594 -"01-MAR-2022 14:30","NI",2703.72928,3289.90700,243.71100,89.26100,0.00000,25.54421,483.15508,276.45714,382.40000,16.43249,5.06000,687707.53062,872206.72862,0.00000,239.48900,347.49686,33.05647,113.05308,46.21018,34.90314,36.96814,34.90314 -"01-MAR-2022 14:30","SI",2602.82106,1841.61400,646.33700,58.72413,700.98293,1.50000,451.81890,65.26407,157.40000,12.01676,4.75641,578553.29554,433093.68049,1417.39797,37.13094,37.13094,49.44708,37.13094,35.16641,120.26906,28.13313,120.26906 -"01-MAR-2022 15:00","NI",2721.67662,3312.91000,244.26600,90.67760,0.00000,25.98789,557.39860,269.69552,381.40000,89.02234,8.50000,798238.64763,1.0140226E+6,0.00000,241.31404,357.39935,43.75652,123.95557,35.47685,24.00065,28.38148,24.00065 -"01-MAR-2022 15:00","SI",2615.41943,1846.85200,647.44700,59.16857,707.89887,1.50000,519.79536,62.77210,157.40000,65.10030,7.99001,668819.43922,499628.04067,1599.14100,25.53257,25.53257,37.90109,25.53257,46.54942,131.86743,37.23953,131.86743 -"01-MAR-2022 15:30","NI",2768.66912,3344.90200,245.20100,91.83121,0.00000,25.03868,490.73224,254.67873,369.30000,14.87000,5.06000,711537.12235,897617.89078,0.00000,220.50951,338.27995,21.58128,105.56216,42.71153,31.02005,34.16922,31.02005 -"01-MAR-2022 15:30","SI",2607.95200,1853.77300,648.71600,59.57624,693.10276,1.50000,459.25047,51.36702,145.30000,11.18226,4.75641,589438.60416,444039.92951,1398.56309,33.00000,33.00000,45.43773,33.00000,22.95877,112.30000,18.36702,112.30000 -"01-MAR-2022 16:00","NI",2783.75558,3361.51500,246.13800,92.54742,0.00000,25.19242,572.36538,252.65053,368.10000,15.00000,8.50000,831315.62861,1.0489230E+6,0.00000,227.46561,348.35997,35.34188,115.71417,31.48114,19.74003,25.18492,19.74003 -"01-MAR-2022 16:00","SI",2616.22800,1859.05300,649.18300,60.17574,695.49926,1.50000,535.64662,51.07815,144.10000,11.28006,7.99001,689750.19400,520293.45238,1620.70822,21.00000,21.00000,33.49053,21.00000,37.59769,123.10000,30.07815,123.10000 -"01-MAR-2022 16:30","NI",2777.52200,3354.76400,246.52700,92.73254,0.00000,25.16964,492.80829,249.56486,367.70000,14.87000,5.06000,714944.99776,901961.58692,0.00000,221.30049,344.07901,29.11650,111.45721,35.33046,23.62099,28.26437,23.62099 -"01-MAR-2022 16:30","SI",2612.09932,1855.68600,648.38500,59.76915,695.14417,1.50000,461.19332,49.90864,143.70000,11.18229,4.75641,592677.86730,445431.86851,1354.10574,25.12868,25.12868,37.58554,25.12868,30.97495,118.57132,24.77996,118.57132 -"01-MAR-2022 17:00","NI",2882.88218,3428.79100,246.87900,99.56789,0.00000,23.49030,586.10126,234.45768,367.70000,14.87000,12.00000,881166.96678,1.0967666E+6,0.00000,211.59859,349.83903,37.05710,117.21723,28.57386,17.86097,22.85909,17.86097 -"01-MAR-2022 17:00","SI",2579.69600,1849.66800,647.70400,59.56098,668.96702,1.50000,548.50131,49.53891,143.70000,11.18230,11.28002,696539.06061,529421.79268,1610.39776,18.00100,19.00100,30.39768,19.00100,39.42239,124.69900,31.53791,124.69900 -"01-MAR-2022 17:30","NI",2885.34300,3405.13000,247.71700,95.36029,0.00000,21.41121,492.81970,239.30245,363.00000,14.87000,5.06000,742241.57899,916523.25392,0.00000,209.01025,336.05235,20.18844,103.71254,37.86525,26.94765,30.29220,26.94765 -"01-MAR-2022 17:30","SI",2570.02933,1871.44500,646.65700,60.52582,636.55850,1.50000,461.20400,44.84930,139.00000,11.18229,4.75641,583535.78719,451181.55548,1322.39331,27.66767,28.66767,40.28212,28.66767,21.47703,110.33233,17.18163,110.33233 -"01-MAR-2022 13:55","NI",2468.40990,3141.45800,0.00000,79.80611,0.00000,31.60967,194.74916,257.74797,378.20000,11.00000,5.06000,43489.55197,57009.69715,0.00000,218.35028,337.97868,25.57832,104.69154,49.24711,40.22132,39.39769,40.22132 -"01-MAR-2022 13:55","SI",2534.37200,1698.39700,0.00000,50.01112,784.46388,1.50000,179.14602,65.37658,156.60000,8.04408,4.62535,37168.81608,26006.42011,63.55951,42.99100,44.00100,53.87497,44.00100,27.98198,112.59900,22.38558,112.59900 diff --git a/Output/Test_Run_All/Test_Run_All_MNodeConstraintResults_TP.csv b/Output/Test_Run_All/Test_Run_All_MNodeConstraintResults_TP.csv deleted file mode 100644 index 8f36629..0000000 --- a/Output/Test_Run_All/Test_Run_All_MNodeConstraintResults_TP.csv +++ /dev/null @@ -1,521 +0,0 @@ -"DateTime","MNodeConstraint","LHS (MW)","Sense (-1:<=, 0:=, 1:>=)","RHS (MW)","Price ($/MWh)" -"15-OCT-2022 00:00","FK_WTO_CTRLMAX",716.00000,-1.00000,932.00000,0.00000 -"15-OCT-2022 00:00","FK_WTO_CTRLMIN",716.00000,1.00000,93.00000,0.00000 -"15-OCT-2022 00:00","FK_WTO_MW+6",723.02286,-1.00000,938.00000,0.00000 -"15-OCT-2022 00:00","FK_WTO_MW+60",758.06952,-1.00000,938.00000,0.00000 -"15-OCT-2022 00:00","FK_WTR_CTRLMAX",1065.79801,-1.00000,1273.00000,0.00000 -"15-OCT-2022 00:00","FK_WTR_CTRLMIN",1065.79801,1.00000,15.00000,0.00000 -"15-OCT-2022 00:00","FK_WTR_MW+6",1095.79801,-1.00000,1408.00000,0.00000 -"15-OCT-2022 00:00","FK_WTR_MW+60",1071.19630,-1.00000,1408.00000,0.00000 -"15-OCT-2022 00:30","FK_WTO_CTRLMAX",702.00000,-1.00000,932.00000,0.00000 -"15-OCT-2022 00:30","FK_WTO_CTRLMIN",702.00000,1.00000,93.00000,0.00000 -"15-OCT-2022 00:30","FK_WTO_MW+6",704.00000,-1.00000,938.00000,0.00000 -"15-OCT-2022 00:30","FK_WTO_MW+60",732.96700,-1.00000,938.00000,0.00000 -"15-OCT-2022 00:30","FK_WTR_CTRLMAX",996.40140,-1.00000,1273.00000,0.00000 -"15-OCT-2022 00:30","FK_WTR_CTRLMIN",996.40140,1.00000,15.00000,0.00000 -"15-OCT-2022 00:30","FK_WTR_MW+6",1026.40140,-1.00000,1408.00000,0.00000 -"15-OCT-2022 00:30","FK_WTR_MW+60",1029.42779,-1.00000,1408.00000,0.00000 -"15-OCT-2022 01:00","FK_WTO_CTRLMAX",692.00000,-1.00000,932.00000,0.00000 -"15-OCT-2022 01:00","FK_WTO_CTRLMIN",692.00000,1.00000,93.00000,0.00000 -"15-OCT-2022 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13:55","FK_WTR_CTRLMAX",1120.00000,-1.00000,1120.00000,178.30780 -"01-MAR-2022 13:55","FK_WTR_CTRLMIN",1120.00000,1.00000,265.00000,0.00000 -"01-MAR-2022 13:55","FK_WTR_MW+6",1120.00000,-1.00000,1328.00000,0.00000 -"01-MAR-2022 13:55","FK_WTR_MW+60",1120.00000,-1.00000,1328.00000,0.00000 diff --git a/Output/Test_Run_All/Test_Run_All_NodeResults_TP.csv b/Output/Test_Run_All/Test_Run_All_NodeResults_TP.csv deleted file mode 100644 index e2de1a6..0000000 --- a/Output/Test_Run_All/Test_Run_All_NodeResults_TP.csv +++ /dev/null @@ -1,34054 +0,0 @@ -"DateTime","Node","Generation (MW)","Load (MW)","Price ($/MWh)","Revenue ($)","Cost ($)","Deficit(MW)","Surplus(MW)" -"15-OCT-2022 00:00","ARA2201 ARA0",72.000,0.000,70.441,2535.866,0.000,0.000,0.000 -"15-OCT-2022 00:00","ARG1101 BRR0",0.000,0.000,86.325,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","ARI1101 ARI0",69.000,0.000,66.663,2299.888,0.000,0.000,0.000 -"15-OCT-2022 00:00","ARI1102 ARI0",60.000,0.000,72.264,2167.914,0.000,0.000,0.000 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TWF0",9.230,0.000,92.394,426.397,0.000,0.000,0.000 -"02-DEC-2021 13:30","BWK1101 WPI0",0.000,0.000,84.839,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","COL0661 COL0",39.000,0.000,81.680,1592.767,0.000,0.000,0.000 -"02-DEC-2021 13:30","CPK0331",0.000,81.263,90.736,0.000,3686.729,0.000,0.000 -"02-DEC-2021 13:30","CYD0331",0.000,-10.037,80.122,0.000,-402.091,0.000,0.000 -"02-DEC-2021 13:30","CYD2201 CYD0",309.000,0.000,80.200,12390.972,0.000,0.000,0.000 -"02-DEC-2021 13:30","GLN0332 GLN0",50.000,0.000,103.071,2576.784,0.000,0.000,0.000 -"02-DEC-2021 13:30","HAM0331",0.000,79.570,101.535,0.000,4039.585,0.000,0.000 -"02-DEC-2021 13:30","HLY2201 HLY1",0.000,0.000,101.613,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","HLY2201 HLY2",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","HLY2201 HLY4",0.000,0.000,101.613,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","HLY2201 HLY5",350.000,0.000,101.613,17782.333,0.000,0.000,0.000 -"02-DEC-2021 13:30","HLY2201 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13:30","KAW0113",0.000,0.100,94.144,0.000,4.707,0.000,0.000 -"02-DEC-2021 13:30","KAW1101 KAG0",106.000,0.000,93.468,4953.826,0.000,0.000,0.000 -"02-DEC-2021 13:30","KIN0112 KIN0",27.000,0.000,97.277,1313.233,0.000,0.000,0.000 -"02-DEC-2021 13:30","KOE1101 NGB0",32.000,0.000,106.527,1704.428,0.000,0.000,0.000 -"02-DEC-2021 13:30","KPA1101 KPI1",14.000,0.000,94.305,660.138,0.000,0.000,0.000 -"02-DEC-2021 13:30","KPO1101 KPO0",44.000,0.000,101.514,2233.300,0.000,0.000,0.000 -"02-DEC-2021 13:30","KUM0661 KUM0",6.000,0.000,85.156,255.469,0.000,0.000,0.000 -"02-DEC-2021 13:30","LTN0331 TWF0",11.300,0.000,91.940,519.460,0.000,0.000,0.000 -"02-DEC-2021 13:30","LTN2201 TUR0",39.500,0.000,91.516,1807.434,0.000,0.000,0.000 -"02-DEC-2021 13:30","MAN2201 MAN0",728.000,0.000,76.627,27892.205,0.000,0.000,0.000 -"02-DEC-2021 13:30","MAT1101 ANI0",10.424,0.000,92.913,484.262,0.000,0.000,0.000 -"02-DEC-2021 13:30","MAT1101 MAT0",25.600,0.000,92.913,1189.285,0.000,0.000,0.000 -"02-DEC-2021 13:30","MHO0331 MHO0",26.000,0.000,91.497,1189.457,0.000,0.000,0.000 -"02-DEC-2021 13:30","MKE1101 MKE1",0.000,0.000,96.950,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","MPE1101",0.000,79.843,107.139,0.000,4277.135,0.000,0.000 -"02-DEC-2021 13:30","MTI2201 MTI0",129.000,0.000,95.469,6157.757,0.000,0.000,0.000 -"02-DEC-2021 13:30","NAP2201 NAP0",139.000,0.000,94.299,6553.758,0.000,0.000,0.000 -"02-DEC-2021 13:30","NAP2202 NTM0",64.000,0.000,94.299,3017.558,0.000,0.000,0.000 -"02-DEC-2021 13:30","NMA0331 WHL0",1.530,0.000,80.544,61.616,0.000,0.000,0.000 -"02-DEC-2021 13:30","NSY0331 PAE0",2.500,0.000,80.546,100.683,0.000,0.000,0.000 -"02-DEC-2021 13:30","OHA2201 OHA0",211.295,0.000,82.275,8692.137,0.000,0.000,0.000 -"02-DEC-2021 13:30","OHB2201 OHB0",139.364,0.000,82.398,5741.671,0.000,0.000,0.000 -"02-DEC-2021 13:30","OHC2201 OHC0",136.720,0.000,82.376,5631.208,0.000,0.000,0.000 -"02-DEC-2021 13:30","OHK2201 OHK0",69.000,0.000,94.815,3271.120,0.000,0.000,0.000 -"02-DEC-2021 13:30","OKI2201 OKI0",38.000,0.000,94.440,1794.359,0.000,0.000,0.000 -"02-DEC-2021 13:30","PEN0331",0.000,185.580,104.252,0.000,9673.527,0.000,0.000 -"02-DEC-2021 13:30","PPI2201 PPI0",39.000,0.000,94.702,1846.687,0.000,0.000,0.000 -"02-DEC-2021 13:30","ROT1101 WHE0",20.000,0.000,95.719,957.192,0.000,0.000,0.000 -"02-DEC-2021 13:30","ROX1101 ROX0",80.000,0.000,78.870,3154.785,0.000,0.000,0.000 -"02-DEC-2021 13:30","ROX2201 ROX0",160.000,0.000,80.059,6404.723,0.000,0.000,0.000 -"02-DEC-2021 13:30","RPO2201 RPO0",88.000,0.000,92.787,4082.628,0.000,0.000,0.000 -"02-DEC-2021 13:30","SFD0331",0.000,14.540,95.134,0.000,691.623,0.000,0.000 -"02-DEC-2021 13:30","SFD2201 SFD21",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","SFD2201 SFD22",0.000,0.000,94.920,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","SFD2201 SPL0",0.000,0.000,94.920,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","STK0661 COB0",16.000,0.000,90.884,727.068,0.000,0.000,0.000 -"02-DEC-2021 13:30","SWN2201",0.000,0.137,103.565,0.000,7.094,0.000,0.000 -"02-DEC-2021 13:30","SWN2201 SWN1",0.000,0.000,103.565,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","TGA0331 KMI0",30.000,0.000,96.491,1447.360,0.000,0.000,0.000 -"02-DEC-2021 13:30","THI2201 THI1",80.000,0.000,94.725,3789.004,0.000,0.000,0.000 -"02-DEC-2021 13:30","THI2201 THI2",82.000,0.000,94.725,3883.729,0.000,0.000,0.000 -"02-DEC-2021 13:30","TKA0111 TKA1",13.000,0.000,81.474,529.580,0.000,0.000,0.000 -"02-DEC-2021 13:30","TKB2201 TKB1",76.000,0.000,82.951,3152.139,0.000,0.000,0.000 -"02-DEC-2021 13:30","TKU2201 TKU0",94.000,0.000,93.706,4404.176,0.000,0.000,0.000 -"02-DEC-2021 13:30","TUI1101 KTW0",19.000,0.000,91.831,872.399,0.000,0.000,0.000 -"02-DEC-2021 13:30","TUI1101 PRI0",21.000,0.000,91.831,964.231,0.000,0.000,0.000 -"02-DEC-2021 13:30","TUI1101 TUI0",37.000,0.000,91.831,1698.882,0.000,0.000,0.000 -"02-DEC-2021 13:30","TWC2201 NZW0",11.000,0.000,91.681,504.244,0.000,0.000,0.000 -"02-DEC-2021 13:30","TWC2201 TWF0",33.490,0.000,91.681,1535.193,0.000,0.000,0.000 -"02-DEC-2021 13:30","TWH0331 TRC1",42.000,0.000,101.584,2133.262,0.000,0.000,0.000 -"02-DEC-2021 13:30","TWH0331 TUK0",7.820,0.000,101.584,397.193,0.000,0.000,0.000 -"02-DEC-2021 13:30","WDV1101 TAP0",48.980,0.000,91.452,2239.652,0.000,0.000,0.000 -"02-DEC-2021 13:30","WGN0331",0.000,23.238,95.403,0.000,1108.490,0.000,0.000 -"02-DEC-2021 13:30","WHI2201 WHI0",0.000,0.000,95.053,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","WIL0331",0.000,26.695,90.231,0.000,1204.363,0.000,0.000 -"02-DEC-2021 13:30","WIL0331 MCK0",0.000,0.000,90.231,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","WKM2201 MOK0",86.000,0.000,95.706,4115.342,0.000,0.000,0.000 -"02-DEC-2021 13:30","WKM2201 WKM0",84.000,0.000,95.706,4019.637,0.000,0.000,0.000 -"02-DEC-2021 13:30","WPA2201 WPA0",33.000,0.000,95.379,1573.750,0.000,0.000,0.000 -"02-DEC-2021 13:30","WRK0331 RKA0",32.000,0.000,94.382,1510.111,0.000,0.000,0.000 -"02-DEC-2021 13:30","WRK0331 TAA0",20.000,0.000,94.382,943.819,0.000,0.000,0.000 -"02-DEC-2021 13:30","WRK2201 WRK0",114.000,0.000,94.655,5395.319,0.000,0.000,0.000 -"02-DEC-2021 13:30","WTK0111 WTK0",90.000,0.000,82.124,3695.576,0.000,0.000,0.000 -"02-DEC-2021 13:30","WVY1101 WPP0",9.040,0.000,95.029,429.529,0.000,0.000,0.000 -"02-DEC-2021 13:30","WWD1102 WWD0",0.000,0.000,90.285,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","WWD1103 WWD0",0.000,0.000,90.373,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","KAW0112 DLS0",0.000,18.000,93.414,0.000,840.727,0.000,0.000 -"02-DEC-2021 13:30","KAW0113 DLS1",0.000,0.000,94.144,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","ABY0111",0.000,-3.669,83.184,0.000,-152.601,0.000,0.000 -"02-DEC-2021 13:30","ABY1101",0.000,0.000,83.337,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","ALB0331",0.000,92.497,104.406,0.000,4828.625,0.000,0.000 -"02-DEC-2021 13:30","ALB1101",0.000,36.266,104.223,0.000,1889.867,0.000,0.000 -"02-DEC-2021 13:30","ALB2201",0.000,0.000,104.142,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","APS0111",0.000,0.073,83.241,0.000,3.038,0.000,0.000 -"02-DEC-2021 13:30","APS0661",0.000,0.000,83.207,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","ARA2201",0.000,0.000,94.591,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","ARG1101",0.000,0.000,89.440,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","ARI1101",0.000,0.304,94.887,0.000,14.423,0.000,0.000 -"02-DEC-2021 13:30","ARI1102",0.000,0.058,98.991,0.000,2.871,0.000,0.000 -"02-DEC-2021 13:30","ASB0661",0.000,74.392,85.696,0.000,3187.548,0.000,0.000 -"02-DEC-2021 13:30","ASB2201",0.000,0.000,85.652,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","ASY0111",0.000,10.734,91.458,0.000,490.855,0.000,0.000 -"02-DEC-2021 13:30","ASY0661",0.000,0.000,91.396,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","ATI2201",0.000,0.393,95.016,0.000,18.671,0.000,0.000 -"02-DEC-2021 13:30","ATU1101",0.000,0.069,89.161,0.000,3.076,0.000,0.000 -"02-DEC-2021 13:30","AVI2201",0.000,0.000,82.407,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BAL0331",0.000,25.487,90.671,0.000,1155.467,0.000,0.000 -"02-DEC-2021 13:30","BAL1101",0.000,0.000,89.926,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BDE0111",0.000,6.810,81.786,0.000,278.483,0.000,0.000 -"02-DEC-2021 13:30","BDE1101",0.000,0.000,81.547,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BEN2201",0.000,0.000,82.773,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BEN2202",0.000,0.000,82.773,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BEN3502",0.000,0.000,82.773,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BEN3503",0.000,0.000,82.773,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BHL2201",0.000,0.000,103.157,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BHL2202",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BLN0331",0.000,41.694,91.890,0.000,1915.628,0.000,0.000 -"02-DEC-2021 13:30","BLN1101",0.000,0.000,91.697,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BOB0331",0.000,5.620,105.706,0.000,297.033,0.000,0.000 -"02-DEC-2021 13:30","BPC1101",0.000,0.000,83.613,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BPD1101",0.000,5.212,84.359,0.000,219.839,0.000,0.000 -"02-DEC-2021 13:30","BPE0331",0.000,57.332,92.394,0.000,2648.561,0.000,0.000 -"02-DEC-2021 13:30","BPE0551",0.000,0.036,92.176,0.000,1.659,0.000,0.000 -"02-DEC-2021 13:30","BPE1101",0.000,0.000,91.964,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BPE2201",0.000,0.000,92.102,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BPT1101",0.000,0.101,83.632,0.000,4.223,0.000,0.000 -"02-DEC-2021 13:30","BRB0331",0.000,44.272,105.861,0.000,2343.337,0.000,0.000 -"02-DEC-2021 13:30","BRB2201",0.000,0.000,105.538,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BRK0331",0.000,11.825,93.763,0.000,554.371,0.000,0.000 -"02-DEC-2021 13:30","BRK2201",0.000,0.000,93.578,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BRK2202",0.000,0.000,93.578,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BRY0661",0.000,49.664,87.505,0.000,2172.919,0.000,0.000 -"02-DEC-2021 13:30","BRY2201",0.000,0.000,87.473,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","BWK1101",0.000,0.239,84.839,0.000,10.138,0.000,0.000 -"02-DEC-2021 13:30","CBG0111",0.000,28.976,102.176,0.000,1480.321,0.000,0.000 -"02-DEC-2021 13:30","CBG1101",0.000,0.000,101.573,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CBG1102",0.000,0.000,101.573,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CLH0111",0.000,0.088,82.322,0.000,3.622,0.000,0.000 -"02-DEC-2021 13:30","CLH0661",0.000,0.000,82.297,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CML0331",0.000,13.955,80.866,0.000,564.246,0.000,0.000 -"02-DEC-2021 13:30","CML1101",0.000,0.000,80.938,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CML1102",0.000,0.000,80.710,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CML2201",0.000,0.000,80.724,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CML2202",0.000,0.000,80.710,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","COL0111",0.000,0.082,81.703,0.000,3.350,0.000,0.000 -"02-DEC-2021 13:30","COL0661",0.000,0.178,81.680,0.000,7.270,0.000,0.000 -"02-DEC-2021 13:30","CPK0111",0.000,12.485,91.117,0.000,568.796,0.000,0.000 -"02-DEC-2021 13:30","CPK1101",0.000,0.000,90.380,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CPK1102",0.000,0.000,90.378,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CPK1103",0.000,0.000,90.557,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CST0331",0.000,32.861,96.890,0.000,1591.946,0.000,0.000 -"02-DEC-2021 13:30","CST1101",0.000,0.000,96.710,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CUL0331",0.000,13.828,89.111,0.000,616.112,0.000,0.000 -"02-DEC-2021 13:30","CUL0661",0.000,3.711,89.508,0.000,166.083,0.000,0.000 -"02-DEC-2021 13:30","CUL2202",0.000,0.000,88.905,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CUL2203",0.000,0.000,88.912,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","CYD2201",0.000,0.358,80.200,0.000,14.356,0.000,0.000 -"02-DEC-2021 13:30","DOB0331",0.000,1.810,88.890,0.000,80.446,0.000,0.000 -"02-DEC-2021 13:30","DOB0661",0.000,0.000,88.825,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","DOB1101",0.000,0.000,88.875,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","DOB1102",0.000,0.000,88.961,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","DRY2201",0.000,0.000,103.085,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","DRY2202",0.000,0.000,103.085,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","DVK0111",0.000,9.566,92.547,0.000,442.653,0.000,0.000 -"02-DEC-2021 13:30","DVK1101",0.000,0.000,92.307,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","DVK1102",0.000,0.000,92.522,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","EDG0331",0.000,27.529,95.069,0.000,1308.578,0.000,0.000 -"02-DEC-2021 13:30","EDG1101",0.000,0.000,94.168,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","EDG1102",0.000,0.000,94.168,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","EDG2201",0.000,0.000,94.860,0.000,0.000,0.000,0.000 -"02-DEC-2021 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13:30","WTU0331",0.000,52.692,95.433,0.000,2514.279,0.000,0.000 -"02-DEC-2021 13:30","WTU2201",0.000,0.000,95.179,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","WTU2202",0.000,0.000,95.179,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","WVY0111",0.000,3.392,95.548,0.000,162.049,0.000,0.000 -"02-DEC-2021 13:30","WVY1101",0.000,0.000,95.029,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","WWD1102",0.000,0.000,90.285,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","WWD1103",0.000,0.000,90.373,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","ARA2201 ARA0",72.000,0.000,117.833,4242.006,0.000,0.000,0.000 -"02-DEC-2021 14:00","ARG1101 BRR0",11.000,0.000,109.886,604.373,0.000,0.000,0.000 -"02-DEC-2021 14:00","ARI1101 ARI0",43.000,0.000,118.203,2541.362,0.000,0.000,0.000 -"02-DEC-2021 14:00","ARI1102 ARI0",58.000,0.000,123.392,3578.357,0.000,0.000,0.000 -"02-DEC-2021 14:00","ASB0661 HBK0",19.000,0.000,105.526,1002.493,0.000,0.000,0.000 -"02-DEC-2021 14:00","ATI2201 ATI0",34.000,0.000,118.364,2012.188,0.000,0.000,0.000 -"02-DEC-2021 14:00","AVI2201 AVI0",193.637,0.000,102.077,9882.902,0.000,0.000,0.000 -"02-DEC-2021 14:00","BEN2202 BEN0",322.316,0.000,102.429,16507.289,0.000,0.000,0.000 -"02-DEC-2021 14:00","BOB1101",0.000,54.442,131.602,0.000,3582.346,0.000,0.000 -"02-DEC-2021 14:00","BPE0331 TWF0",9.230,0.000,115.025,530.838,0.000,0.000,0.000 -"02-DEC-2021 14:00","BWK1101 WPI0",0.000,0.000,103.174,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","COL0661 COL0",39.000,0.000,100.745,1964.526,0.000,0.000,0.000 -"02-DEC-2021 14:00","CPK0331",0.000,81.919,112.281,0.000,4598.971,0.000,0.000 -"02-DEC-2021 14:00","CYD0331",0.000,-9.968,97.438,0.000,-485.629,0.000,0.000 -"02-DEC-2021 14:00","CYD2201 CYD0",324.000,0.000,97.533,15800.396,0.000,0.000,0.000 -"02-DEC-2021 14:00","GLN0332 GLN0",50.000,0.000,128.542,3213.546,0.000,0.000,0.000 -"02-DEC-2021 14:00","HAM0331",0.000,79.252,126.527,0.000,5013.760,0.000,0.000 -"02-DEC-2021 14:00","HLY2201 HLY1",0.000,0.000,126.627,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","HLY2201 HLY2",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","HLY2201 HLY4",0.000,0.000,126.627,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","HLY2201 HLY5",337.000,0.000,126.627,21336.629,0.000,0.000,0.000 -"02-DEC-2021 14:00","HLY2201 HLY6",0.000,0.000,126.627,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","HWA1101 PTA1",9.000,0.000,117.302,527.861,0.000,0.000,0.000 -"02-DEC-2021 14:00","HWA1101 PTA2",9.000,0.000,117.302,527.861,0.000,0.000,0.000 -"02-DEC-2021 14:00","HWA1101 PTA3",9.000,0.000,117.302,527.861,0.000,0.000,0.000 -"02-DEC-2021 14:00","HWA1102 WAA0",16.000,0.000,117.302,938.420,0.000,0.000,0.000 -"02-DEC-2021 14:00","HWB0331 MAH0",0.000,0.000,98.414,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","HWB0331 WPI0",0.000,0.000,98.414,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","ISL0331",0.000,53.556,107.844,0.000,2887.841,0.000,0.000 -"02-DEC-2021 14:00","JRD1101 JRD0",0.000,0.000,120.326,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0111",0.000,15.758,116.320,0.000,916.486,0.000,0.000 -"02-DEC-2021 14:00","KAW0111 TAM0",24.000,0.000,116.320,1395.841,0.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0112 ONU0",29.000,0.000,116.368,1687.343,0.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0113",0.000,0.100,117.278,0.000,5.864,0.000,0.000 -"02-DEC-2021 14:00","KAW1101 KAG0",106.000,0.000,116.436,6171.117,0.000,0.000,0.000 -"02-DEC-2021 14:00","KIN0112 KIN0",27.000,0.000,121.180,1635.932,0.000,0.000,0.000 -"02-DEC-2021 14:00","KOE1101 NGB0",32.000,0.000,132.701,2123.219,0.000,0.000,0.000 -"02-DEC-2021 14:00","KPA1101 KPI1",14.000,0.000,117.563,822.938,0.000,0.000,0.000 -"02-DEC-2021 14:00","KPO1101 KPO0",44.000,0.000,126.496,2782.921,0.000,0.000,0.000 -"02-DEC-2021 14:00","KUM0661 KUM0",6.000,0.000,105.834,317.502,0.000,0.000,0.000 -"02-DEC-2021 14:00","LTN0331 TWF0",11.300,0.000,114.345,646.047,0.000,0.000,0.000 -"02-DEC-2021 14:00","LTN2201 TUR0",39.500,0.000,114.131,2254.097,0.000,0.000,0.000 -"02-DEC-2021 14:00","MAN2201 MAN0",728.000,0.000,93.187,33920.240,0.000,0.000,0.000 -"02-DEC-2021 14:00","MAT1101 ANI0",10.424,0.000,115.744,603.259,0.000,0.000,0.000 -"02-DEC-2021 14:00","MAT1101 MAT0",21.600,0.000,115.744,1250.037,0.000,0.000,0.000 -"02-DEC-2021 14:00","MHO0331 MHO0",26.000,0.000,113.706,1478.173,0.000,0.000,0.000 -"02-DEC-2021 14:00","MKE1101 MKE1",0.000,0.000,120.859,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","MPE1101",0.000,79.486,133.463,0.000,5304.237,0.000,0.000 -"02-DEC-2021 14:00","MTI2201 MTI0",127.000,0.000,118.930,7552.059,0.000,0.000,0.000 -"02-DEC-2021 14:00","NAP2201 NAP0",139.000,0.000,117.469,8164.078,0.000,0.000,0.000 -"02-DEC-2021 14:00","NAP2202 NTM0",64.000,0.000,117.469,3759.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","NMA0331 WHL0",1.530,0.000,97.951,74.932,0.000,0.000,0.000 -"02-DEC-2021 14:00","NSY0331 PAE0",2.500,0.000,97.954,122.443,0.000,0.000,0.000 -"02-DEC-2021 14:00","OHA2201 OHA0",215.355,0.000,101.690,10949.691,0.000,0.000,0.000 -"02-DEC-2021 14:00","OHB2201 OHB0",139.346,0.000,101.852,7096.326,0.000,0.000,0.000 -"02-DEC-2021 14:00","OHC2201 OHC0",139.346,0.000,101.846,7095.911,0.000,0.000,0.000 -"02-DEC-2021 14:00","OHK2201 OHK0",69.000,0.000,118.114,4074.918,0.000,0.000,0.000 -"02-DEC-2021 14:00","OKI2201 OKI0",38.000,0.000,117.645,2235.250,0.000,0.000,0.000 -"02-DEC-2021 14:00","PEN0331",0.000,185.554,129.867,0.000,12048.664,0.000,0.000 -"02-DEC-2021 14:00","PPI2201 PPI0",39.000,0.000,117.971,2300.443,0.000,0.000,0.000 -"02-DEC-2021 14:00","ROT1101 WHE0",20.000,0.000,119.240,1192.402,0.000,0.000,0.000 -"02-DEC-2021 14:00","ROX1101 ROX0",80.010,0.000,95.915,3837.073,0.000,0.000,0.000 -"02-DEC-2021 14:00","ROX2201 ROX0",160.001,0.000,97.361,7788.954,0.000,0.000,0.000 -"02-DEC-2021 14:00","RPO2201 RPO0",88.000,0.000,115.564,5084.828,0.000,0.000,0.000 -"02-DEC-2021 14:00","SFD0331",0.000,14.516,118.595,0.000,860.764,0.000,0.000 -"02-DEC-2021 14:00","SFD2201 SFD21",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","SFD2201 SFD22",0.000,0.000,118.274,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","SFD2201 SPL0",0.000,0.000,118.274,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","STK0661 COB0",27.301,0.000,111.110,1516.692,0.000,0.000,0.000 -"02-DEC-2021 14:00","SWN2201",0.000,0.182,129.012,0.000,11.740,0.000,0.000 -"02-DEC-2021 14:00","SWN2201 SWN1",0.000,0.000,129.012,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TGA0331 KMI0",30.000,0.000,120.201,1803.018,0.000,0.000,0.000 -"02-DEC-2021 14:00","THI2201 THI1",80.000,0.000,118.000,4720.014,0.000,0.000,0.000 -"02-DEC-2021 14:00","THI2201 THI2",82.000,0.000,118.000,4838.014,0.000,0.000,0.000 -"02-DEC-2021 14:00","TKA0111 TKA1",13.000,0.000,100.517,653.363,0.000,0.000,0.000 -"02-DEC-2021 14:00","TKB2201 TKB1",76.000,0.000,102.458,3893.397,0.000,0.000,0.000 -"02-DEC-2021 14:00","TKU2201 TKU0",94.000,0.000,116.712,5485.443,0.000,0.000,0.000 -"02-DEC-2021 14:00","TUI1101 KTW0",19.000,0.000,114.227,1085.154,0.000,0.000,0.000 -"02-DEC-2021 14:00","TUI1101 PRI0",21.000,0.000,114.227,1199.381,0.000,0.000,0.000 -"02-DEC-2021 14:00","TUI1101 TUI0",37.000,0.000,114.227,2113.195,0.000,0.000,0.000 -"02-DEC-2021 14:00","TWC2201 NZW0",11.000,0.000,114.249,628.369,0.000,0.000,0.000 -"02-DEC-2021 14:00","TWC2201 TWF0",33.490,0.000,114.249,1913.098,0.000,0.000,0.000 -"02-DEC-2021 14:00","TWH0331 TRC1",42.000,0.000,126.589,2658.368,0.000,0.000,0.000 -"02-DEC-2021 14:00","TWH0331 TUK0",7.820,0.000,126.589,494.963,0.000,0.000,0.000 -"02-DEC-2021 14:00","WDV1101 TAP0",48.980,0.000,113.601,2782.089,0.000,0.000,0.000 -"02-DEC-2021 14:00","WGN0331",0.000,23.128,118.322,0.000,1368.274,0.000,0.000 -"02-DEC-2021 14:00","WHI2201 WHI0",0.000,0.000,118.409,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WIL0331",0.000,26.517,111.640,0.000,1480.178,0.000,0.000 -"02-DEC-2021 14:00","WIL0331 MCK0",0.000,0.000,111.640,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WKM2201 MOK0",86.000,0.000,119.225,5126.663,0.000,0.000,0.000 -"02-DEC-2021 14:00","WKM2201 WKM0",84.000,0.000,119.225,5007.438,0.000,0.000,0.000 -"02-DEC-2021 14:00","WPA2201 WPA0",33.000,0.000,118.818,1960.490,0.000,0.000,0.000 -"02-DEC-2021 14:00","WRK0331 RKA0",32.000,0.000,117.572,1881.159,0.000,0.000,0.000 -"02-DEC-2021 14:00","WRK0331 TAA0",20.000,0.000,117.572,1175.724,0.000,0.000,0.000 -"02-DEC-2021 14:00","WRK2201 WRK0",114.000,0.000,117.912,6720.999,0.000,0.000,0.000 -"02-DEC-2021 14:00","WTK0111 WTK0",90.000,0.000,101.799,4580.934,0.000,0.000,0.000 -"02-DEC-2021 14:00","WVY1101 WPP0",9.040,0.000,117.517,531.177,0.000,0.000,0.000 -"02-DEC-2021 14:00","WWD1102 WWD0",0.000,0.000,111.724,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WWD1103 WWD0",0.000,0.000,111.832,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0112 DLS0",0.000,18.000,116.368,0.000,1047.316,0.000,0.000 -"02-DEC-2021 14:00","KAW0113 DLS1",0.000,0.000,117.278,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","ABY0111",0.000,-3.498,102.709,0.000,-179.638,0.000,0.000 -"02-DEC-2021 14:00","ABY1101",0.000,0.000,102.817,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","ALB0331",0.000,91.436,130.059,0.000,5946.048,0.000,0.000 -"02-DEC-2021 14:00","ALB1101",0.000,35.910,129.831,0.000,2331.108,0.000,0.000 -"02-DEC-2021 14:00","ALB2201",0.000,0.000,129.730,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","APS0111",0.000,0.105,103.021,0.000,5.409,0.000,0.000 -"02-DEC-2021 14:00","APS0661",0.000,0.000,102.980,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","ARA2201",0.000,0.000,117.833,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","ARG1101",0.000,0.000,109.886,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","ARI1101",0.000,0.312,118.203,0.000,18.440,0.000,0.000 -"02-DEC-2021 14:00","ARI1102",0.000,0.082,123.392,0.000,5.059,0.000,0.000 -"02-DEC-2021 14:00","ASB0661",0.000,77.798,105.526,0.000,4104.838,0.000,0.000 -"02-DEC-2021 14:00","ASB2201",0.000,0.000,105.471,0.000,0.000,0.000,0.000 -"02-DEC-2021 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14:00","TMI0331",0.000,18.750,120.770,0.000,1132.223,0.000,0.000 -"02-DEC-2021 14:00","TMI1101",0.000,0.000,120.436,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TMK0331",0.000,44.388,106.462,0.000,2362.807,0.000,0.000 -"02-DEC-2021 14:00","TMK1101",0.000,0.000,105.865,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TMK1102",0.000,0.000,105.858,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TMN0551",0.000,0.033,121.828,0.000,2.010,0.000,0.000 -"02-DEC-2021 14:00","TMN2201",0.000,0.000,121.730,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TMU0111",0.000,20.708,127.192,0.000,1316.947,0.000,0.000 -"02-DEC-2021 14:00","TMU1101",0.000,0.000,126.891,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TNG0111",0.000,31.062,116.133,0.000,1803.664,0.000,0.000 -"02-DEC-2021 14:00","TNG0551",0.000,0.000,115.664,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TNG2201",0.000,0.000,115.583,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TRK0111",0.000,3.621,119.352,0.000,216.087,0.000,0.000 -"02-DEC-2021 14:00","TRK1101",0.000,0.000,119.053,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TRK1102",0.000,0.000,119.053,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TRK2201",0.000,0.000,118.754,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TUI1101",0.000,35.945,114.227,0.000,2052.940,0.000,0.000 -"02-DEC-2021 14:00","TWC2201",0.000,0.000,114.249,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TWH0331",0.000,77.781,126.589,0.000,4923.107,0.000,0.000 -"02-DEC-2021 14:00","TWH2201",0.000,0.000,126.524,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TWI2201",0.000,572.000,98.574,0.000,28192.116,0.000,0.000 -"02-DEC-2021 14:00","TWT2201",0.000,0.000,114.358,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TWZ0331",0.000,2.308,101.919,0.000,117.615,0.000,0.000 -"02-DEC-2021 14:00","TWZ2201",0.000,0.000,101.874,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","TWZ2202",0.000,0.000,101.874,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","UHT0331",0.000,14.196,111.567,0.000,791.902,0.000,0.000 -"02-DEC-2021 14:00","UHT1101",0.000,0.000,111.486,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WAI0111",0.000,5.273,118.279,0.000,311.842,0.000,0.000 -"02-DEC-2021 14:00","WAI0501",0.000,0.633,118.375,0.000,37.466,0.000,0.000 -"02-DEC-2021 14:00","WAI1101",0.000,0.000,117.790,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WDV0111",0.000,1.358,113.761,0.000,77.244,0.000,0.000 -"02-DEC-2021 14:00","WDV1101",0.000,0.117,113.601,0.000,6.646,0.000,0.000 -"02-DEC-2021 14:00","WDV1102",0.000,0.000,113.601,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WEL0331",0.000,19.521,134.628,0.000,1314.041,0.000,0.000 -"02-DEC-2021 14:00","WEL1101",0.000,0.000,134.255,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WEL1102",0.000,0.000,134.258,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WGN1101",0.000,0.000,117.800,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WHI0111",0.000,45.000,118.599,0.000,2668.474,0.000,0.000 -"02-DEC-2021 14:00","WHI2201",0.000,0.173,118.409,0.000,10.242,0.000,0.000 -"02-DEC-2021 14:00","WHU0331",0.000,21.929,128.567,0.000,1409.673,0.000,0.000 -"02-DEC-2021 14:00","WHU1101",0.000,0.000,128.502,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WIL1101",0.000,0.000,111.719,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WIL2201",0.000,0.000,111.618,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WIR0331",0.000,71.730,130.896,0.000,4694.601,0.000,0.000 -"02-DEC-2021 14:00","WIR1101",0.000,0.000,130.488,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WIR1102",0.000,0.000,130.231,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WKM2201",0.000,6.404,119.225,0.000,381.758,0.000,0.000 -"02-DEC-2021 14:00","WKM2202",0.000,0.000,119.237,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WKO0331",0.000,20.652,129.684,0.000,1339.121,0.000,0.000 -"02-DEC-2021 14:00","WKO1101",0.000,0.000,129.414,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WPA2201",0.000,0.003,118.818,0.000,0.178,0.000,0.000 -"02-DEC-2021 14:00","WPR0331",0.000,4.971,109.222,0.000,271.472,0.000,0.000 -"02-DEC-2021 14:00","WPR0661",0.000,4.637,108.636,0.000,251.872,0.000,0.000 -"02-DEC-2021 14:00","WPR2202",0.000,0.000,108.886,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WPR2203",0.000,0.000,108.901,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WPT1101",0.000,0.000,110.793,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WPT1102",0.000,0.000,110.948,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WPW0331",0.000,15.749,116.840,0.000,920.060,0.000,0.000 -"02-DEC-2021 14:00","WPW1101",0.000,0.000,116.779,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WPW1102",0.000,0.000,115.770,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WRD0331",0.000,34.733,129.831,0.000,2254.703,0.000,0.000 -"02-DEC-2021 14:00","WRD2201",0.000,0.000,129.554,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WRK0331",0.000,27.703,117.572,0.000,1628.555,0.000,0.000 -"02-DEC-2021 14:00","WRK2201",0.000,0.044,117.912,0.000,2.594,0.000,0.000 -"02-DEC-2021 14:00","WTK0111",0.000,4.110,101.799,0.000,209.196,0.000,0.000 -"02-DEC-2021 14:00","WTK0331",0.000,0.000,101.907,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WTK1101",0.000,0.000,102.063,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WTK1102",0.000,0.000,102.242,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WTK2201",0.000,0.000,102.247,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WTU0331",0.000,53.077,118.882,0.000,3154.946,0.000,0.000 -"02-DEC-2021 14:00","WTU2201",0.000,0.000,118.565,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WTU2202",0.000,0.000,118.565,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WVY0111",0.000,3.488,118.159,0.000,206.069,0.000,0.000 -"02-DEC-2021 14:00","WVY1101",0.000,0.000,117.517,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WWD1102",0.000,0.000,111.724,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","WWD1103",0.000,0.000,111.832,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","ARA2201 ARA0",72.000,0.000,105.361,3792.996,0.000,0.000,0.000 -"02-DEC-2021 14:30","ARG1101 BRR0",11.000,0.000,98.309,540.700,0.000,0.000,0.000 -"02-DEC-2021 14:30","ARI1101 ARI0",43.000,0.000,105.695,2272.444,0.000,0.000,0.000 -"02-DEC-2021 14:30","ARI1102 ARI0",47.000,0.000,111.902,2629.685,0.000,0.000,0.000 -"02-DEC-2021 14:30","ASB0661 HBK0",19.000,0.000,94.587,898.579,0.000,0.000,0.000 -"02-DEC-2021 14:30","ATI2201 ATI0",34.000,0.000,105.834,1799.178,0.000,0.000,0.000 -"02-DEC-2021 14:30","AVI2201 AVI0",200.409,0.000,91.326,9151.279,0.000,0.000,0.000 -"02-DEC-2021 14:30","BEN2202 BEN0",335.251,0.000,91.645,15362.006,0.000,0.000,0.000 -"02-DEC-2021 14:30","BOB1101",0.000,58.908,117.251,0.000,3453.503,0.000,0.000 -"02-DEC-2021 14:30","BPE0331 TWF0",9.230,0.000,102.908,474.921,0.000,0.000,0.000 -"02-DEC-2021 14:30","BWK1101 WPI0",0.000,0.000,93.823,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","COL0661 COL0",39.000,0.000,90.226,1759.405,0.000,0.000,0.000 -"02-DEC-2021 14:30","CPK0331",0.000,81.111,100.461,0.000,4074.262,0.000,0.000 -"02-DEC-2021 14:30","CYD0331",0.000,-9.566,88.606,0.000,-423.802,0.000,0.000 -"02-DEC-2021 14:30","CYD2201 CYD0",311.500,0.000,88.693,13813.938,0.000,0.000,0.000 -"02-DEC-2021 14:30","GLN0332 GLN0",50.000,0.000,114.840,2871.011,0.000,0.000,0.000 -"02-DEC-2021 14:30","HAM0331",0.000,78.784,113.231,0.000,4460.397,0.000,0.000 -"02-DEC-2021 14:30","HLY2201 HLY1",0.000,0.000,113.174,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","HLY2201 HLY2",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","HLY2201 HLY4",0.000,0.000,113.174,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","HLY2201 HLY5",337.000,0.000,113.174,19069.895,0.000,0.000,0.000 -"02-DEC-2021 14:30","HLY2201 HLY6",0.000,0.000,113.174,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","HWA1101 PTA1",9.000,0.000,105.862,476.380,0.000,0.000,0.000 -"02-DEC-2021 14:30","HWA1101 PTA2",9.000,0.000,105.862,476.380,0.000,0.000,0.000 -"02-DEC-2021 14:30","HWA1101 PTA3",9.000,0.000,105.862,476.380,0.000,0.000,0.000 -"02-DEC-2021 14:30","HWA1102 WAA0",16.000,0.000,105.862,846.898,0.000,0.000,0.000 -"02-DEC-2021 14:30","HWB0331 MAH0",0.000,0.000,89.494,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","HWB0331 WPI0",0.000,0.000,89.494,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","ISL0331",0.000,53.331,96.498,0.000,2573.155,0.000,0.000 -"02-DEC-2021 14:30","JRD1101 JRD0",0.000,0.000,107.499,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","KAW0111",0.000,15.731,104.059,0.000,818.477,0.000,0.000 -"02-DEC-2021 14:30","KAW0111 TAM0",24.000,0.000,104.059,1248.709,0.000,0.000,0.000 -"02-DEC-2021 14:30","KAW0112 ONU0",29.000,0.000,104.102,1509.485,0.000,0.000,0.000 -"02-DEC-2021 14:30","KAW0113",0.000,0.100,104.859,0.000,5.243,0.000,0.000 -"02-DEC-2021 14:30","KAW1101 KAG0",106.000,0.000,104.163,5520.637,0.000,0.000,0.000 -"02-DEC-2021 14:30","KIN0112 KIN0",27.000,0.000,108.357,1462.823,0.000,0.000,0.000 -"02-DEC-2021 14:30","KOE1101 NGB0",32.000,0.000,118.517,1896.265,0.000,0.000,0.000 -"02-DEC-2021 14:30","KPA1101 KPI1",14.000,0.000,105.030,735.211,0.000,0.000,0.000 -"02-DEC-2021 14:30","KPO1101 KPO0",44.000,0.000,113.696,2501.316,0.000,0.000,0.000 -"02-DEC-2021 14:30","KUM0661 KUM0",6.000,0.000,94.557,283.672,0.000,0.000,0.000 -"02-DEC-2021 14:30","LTN0331 TWF0",11.300,0.000,102.301,577.999,0.000,0.000,0.000 -"02-DEC-2021 14:30","LTN2201 TUR0",39.500,0.000,102.110,2016.674,0.000,0.000,0.000 -"02-DEC-2021 14:30","MAN2201 MAN0",728.000,0.000,84.741,30845.753,0.000,0.000,0.000 -"02-DEC-2021 14:30","MAT1101 ANI0",10.424,0.000,104.019,542.147,0.000,0.000,0.000 -"02-DEC-2021 14:30","MAT1101 MAT0",19.000,0.000,104.019,988.180,0.000,0.000,0.000 -"02-DEC-2021 14:30","MHO0331 MHO0",26.000,0.000,101.851,1324.061,0.000,0.000,0.000 -"02-DEC-2021 14:30","MKE1101 MKE1",0.000,0.000,107.976,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","MPE1101",0.000,79.443,119.197,0.000,4734.696,0.000,0.000 -"02-DEC-2021 14:30","MTI2201 MTI0",132.000,0.000,106.339,7018.368,0.000,0.000,0.000 -"02-DEC-2021 14:30","NAP2201 NAP0",139.000,0.000,105.035,7299.922,0.000,0.000,0.000 -"02-DEC-2021 14:30","NAP2202 NTM0",64.000,0.000,105.035,3361.115,0.000,0.000,0.000 -"02-DEC-2021 14:30","NMA0331 WHL0",1.530,0.000,89.073,68.141,0.000,0.000,0.000 -"02-DEC-2021 14:30","NSY0331 PAE0",2.500,0.000,89.076,111.345,0.000,0.000,0.000 -"02-DEC-2021 14:30","OHA2201 OHA0",219.840,0.000,90.987,10001.303,0.000,0.000,0.000 -"02-DEC-2021 14:30","OHB2201 OHB0",142.250,0.000,91.132,6481.758,0.000,0.000,0.000 -"02-DEC-2021 14:30","OHC2201 OHC0",142.250,0.000,91.126,6481.329,0.000,0.000,0.000 -"02-DEC-2021 14:30","OHK2201 OHK0",69.000,0.000,105.610,3643.549,0.000,0.000,0.000 -"02-DEC-2021 14:30","OKI2201 OKI0",38.000,0.000,105.192,1998.652,0.000,0.000,0.000 -"02-DEC-2021 14:30","PEN0331",0.000,183.095,115.851,0.000,10605.871,0.000,0.000 -"02-DEC-2021 14:30","PPI2201 PPI0",39.000,0.000,105.484,2056.938,0.000,0.000,0.000 -"02-DEC-2021 14:30","ROT1101 WHE0",20.000,0.000,106.623,1066.226,0.000,0.000,0.000 -"02-DEC-2021 14:30","ROX1101 ROX0",80.000,0.000,87.221,3488.850,0.000,0.000,0.000 -"02-DEC-2021 14:30","ROX2201 ROX0",160.000,0.000,88.537,7082.929,0.000,0.000,0.000 -"02-DEC-2021 14:30","RPO2201 RPO0",88.000,0.000,103.350,4547.382,0.000,0.000,0.000 -"02-DEC-2021 14:30","SFD0331",0.000,15.089,105.953,0.000,799.360,0.000,0.000 -"02-DEC-2021 14:30","SFD2201 SFD21",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","SFD2201 SFD22",0.000,0.000,105.718,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","SFD2201 SPL0",0.000,0.000,105.718,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","STK0661 COB0",24.000,0.000,99.450,1193.398,0.000,0.000,0.000 -"02-DEC-2021 14:30","SWN2201",0.000,0.210,115.240,0.000,12.100,0.000,0.000 -"02-DEC-2021 14:30","SWN2201 SWN1",0.000,0.000,115.240,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","TGA0331 KMI0",30.000,0.000,107.480,1612.203,0.000,0.000,0.000 -"02-DEC-2021 14:30","THI2201 THI1",80.000,0.000,105.510,4220.395,0.000,0.000,0.000 -"02-DEC-2021 14:30","THI2201 THI2",82.000,0.000,105.510,4325.905,0.000,0.000,0.000 -"02-DEC-2021 14:30","TKA0111 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14:30","ARI1102",0.000,0.032,111.902,0.000,1.790,0.000,0.000 -"02-DEC-2021 14:30","ASB0661",0.000,80.950,94.587,0.000,3828.420,0.000,0.000 -"02-DEC-2021 14:30","ASB2201",0.000,0.000,94.377,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","ASY0111",0.000,12.064,100.531,0.000,606.405,0.000,0.000 -"02-DEC-2021 14:30","ASY0661",0.000,0.000,100.463,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","ATI2201",0.000,0.425,105.834,0.000,22.490,0.000,0.000 -"02-DEC-2021 14:30","ATU1101",0.000,0.074,97.916,0.000,3.623,0.000,0.000 -"02-DEC-2021 14:30","AVI2201",0.000,0.000,91.326,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","BAL0331",0.000,27.188,100.272,0.000,1363.103,0.000,0.000 -"02-DEC-2021 14:30","BAL1101",0.000,0.000,99.448,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","BDE0111",0.000,6.295,90.447,0.000,284.682,0.000,0.000 -"02-DEC-2021 14:30","BDE1101",0.000,0.000,90.182,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","BEN2201",0.000,0.000,91.645,0.000,0.000,0.000,0.000 -"02-DEC-2021 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14:30","BPE2201",0.000,0.000,102.584,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","BPT1101",0.000,0.102,92.721,0.000,4.729,0.000,0.000 -"02-DEC-2021 14:30","BRB0331",0.000,44.187,117.781,0.000,2602.200,0.000,0.000 -"02-DEC-2021 14:30","BRB2201",0.000,0.000,117.422,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","BRK0331",0.000,11.655,104.431,0.000,608.570,0.000,0.000 -"02-DEC-2021 14:30","BRK2201",0.000,0.000,104.226,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","BRK2202",0.000,0.000,104.226,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","BRY0661",0.000,47.343,96.236,0.000,2278.047,0.000,0.000 -"02-DEC-2021 14:30","BRY2201",0.000,0.000,96.200,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","BWK1101",0.000,0.237,93.823,0.000,11.118,0.000,0.000 -"02-DEC-2021 14:30","CBG0111",0.000,30.323,114.276,0.000,1732.598,0.000,0.000 -"02-DEC-2021 14:30","CBG1101",0.000,0.000,113.602,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CBG1102",0.000,0.000,113.602,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CLH0111",0.000,0.088,91.089,0.000,4.008,0.000,0.000 -"02-DEC-2021 14:30","CLH0661",0.000,0.000,91.061,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CML0331",0.000,13.230,89.372,0.000,591.197,0.000,0.000 -"02-DEC-2021 14:30","CML1101",0.000,0.000,89.487,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CML1102",0.000,0.000,89.240,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CML2201",0.000,0.000,89.270,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CML2202",0.000,0.000,89.259,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","COL0111",0.000,0.085,90.251,0.000,3.836,0.000,0.000 -"02-DEC-2021 14:30","COL0661",0.000,0.174,90.226,0.000,7.850,0.000,0.000 -"02-DEC-2021 14:30","CPK0111",0.000,12.173,100.883,0.000,614.026,0.000,0.000 -"02-DEC-2021 14:30","CPK1101",0.000,0.000,100.067,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CPK1102",0.000,0.000,100.066,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CPK1103",0.000,0.000,100.264,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CST0331",0.000,32.545,107.908,0.000,1755.937,0.000,0.000 -"02-DEC-2021 14:30","CST1101",0.000,0.000,107.708,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CUL0331",0.000,14.665,97.926,0.000,718.039,0.000,0.000 -"02-DEC-2021 14:30","CUL0661",0.000,3.835,98.363,0.000,188.610,0.000,0.000 -"02-DEC-2021 14:30","CUL2202",0.000,0.000,97.700,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CUL2203",0.000,0.000,97.707,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","CYD2201",0.000,0.362,88.693,0.000,16.053,0.000,0.000 -"02-DEC-2021 14:30","DOB0331",0.000,1.955,97.522,0.000,95.328,0.000,0.000 -"02-DEC-2021 14:30","DOB0661",0.000,0.000,97.450,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","DOB1101",0.000,0.000,97.555,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","DOB1102",0.000,0.000,97.655,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","DRY2201",0.000,0.000,114.855,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","DRY2202",0.000,0.000,114.855,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","DVK0111",0.000,10.151,102.964,0.000,522.594,0.000,0.000 -"02-DEC-2021 14:30","DVK1101",0.000,0.000,102.697,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","DVK1102",0.000,0.000,102.937,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","EDG0331",0.000,28.354,105.891,0.000,1501.222,0.000,0.000 -"02-DEC-2021 14:30","EDG1101",0.000,0.000,104.938,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","EDG1102",0.000,0.000,104.938,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","EDG2201",0.000,0.000,105.658,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","EDN0331",0.000,26.156,91.056,0.000,1190.833,0.000,0.000 -"02-DEC-2021 14:30","EDN1101",0.000,0.000,90.650,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","FHL0331",0.000,35.708,106.745,0.000,1905.830,0.000,0.000 -"02-DEC-2021 14:30","FHL1101",0.000,0.000,106.343,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","FKN0331",0.000,22.120,91.923,0.000,1016.669,0.000,0.000 -"02-DEC-2021 14:30","FKN0332",0.000,18.098,91.923,0.000,831.812,0.000,0.000 -"02-DEC-2021 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14:30","WRK0331",0.000,28.320,105.128,0.000,1488.606,0.000,0.000 -"02-DEC-2021 14:30","WRK2201",0.000,0.067,105.431,0.000,3.532,0.000,0.000 -"02-DEC-2021 14:30","WTK0111",0.000,4.244,91.075,0.000,193.261,0.000,0.000 -"02-DEC-2021 14:30","WTK0331",0.000,0.000,91.172,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","WTK1101",0.000,0.000,91.282,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","WTK1102",0.000,0.000,91.479,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","WTK2201",0.000,0.000,91.476,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","WTU0331",0.000,52.133,106.298,0.000,2770.827,0.000,0.000 -"02-DEC-2021 14:30","WTU2201",0.000,0.000,106.015,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","WTU2202",0.000,0.000,106.015,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","WVY0111",0.000,3.775,106.390,0.000,200.812,0.000,0.000 -"02-DEC-2021 14:30","WVY1101",0.000,0.000,105.812,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","WWD1102",0.000,0.000,100.062,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","WWD1103",0.000,0.000,100.059,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ARA2201 ARA0",72.000,0.000,132.920,4785.123,0.000,0.000,0.000 -"02-DEC-2021 15:00","ARG1101 BRR0",11.500,0.000,122.794,706.065,0.000,0.000,0.000 -"02-DEC-2021 15:00","ARI1101 ARI0",43.000,0.000,133.598,2872.363,0.000,0.000,0.000 -"02-DEC-2021 15:00","ARI1102 ARI0",47.000,0.000,141.583,3327.191,0.000,0.000,0.000 -"02-DEC-2021 15:00","ASB0661 HBK0",19.000,0.000,118.145,1122.379,0.000,0.000,0.000 -"02-DEC-2021 15:00","ATI2201 ATI0",34.000,0.000,133.531,2270.032,0.000,0.000,0.000 -"02-DEC-2021 15:00","AVI2201 AVI0",202.666,0.000,114.072,11559.208,0.000,0.000,0.000 -"02-DEC-2021 15:00","BEN2202 BEN0",335.251,0.000,114.470,19188.043,0.000,0.000,0.000 -"02-DEC-2021 15:00","BOB1101",0.000,57.976,148.176,0.000,4295.332,0.000,0.000 -"02-DEC-2021 15:00","BPE0331 TWF0",18.200,0.000,128.537,1169.688,0.000,0.000,0.000 -"02-DEC-2021 15:00","BWK1101 WPI0",0.000,0.000,115.307,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","COL0661 COL0",39.000,0.000,112.697,2197.601,0.000,0.000,0.000 -"02-DEC-2021 15:00","CPK0331",0.000,80.804,125.524,0.000,5071.421,0.000,0.000 -"02-DEC-2021 15:00","CYD0331",0.000,-10.504,108.896,0.000,-571.922,0.000,0.000 -"02-DEC-2021 15:00","CYD2201 CYD0",325.000,0.000,109.003,17713.003,0.000,0.000,0.000 -"02-DEC-2021 15:00","GLN0332 GLN0",50.000,0.000,145.214,3630.361,0.000,0.000,0.000 -"02-DEC-2021 15:00","HAM0331",0.000,79.316,142.987,0.000,5670.568,0.000,0.000 -"02-DEC-2021 15:00","HLY2201 HLY1",0.000,0.000,142.945,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","HLY2201 HLY2",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","HLY2201 HLY4",0.000,0.000,142.945,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","HLY2201 HLY5",337.000,0.000,142.945,24086.274,0.000,0.000,0.000 -"02-DEC-2021 15:00","HLY2201 HLY6",0.000,0.000,142.945,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","HWA1101 PTA1",9.000,0.000,133.338,600.023,0.000,0.000,0.000 -"02-DEC-2021 15:00","HWA1101 PTA2",9.000,0.000,133.338,600.023,0.000,0.000,0.000 -"02-DEC-2021 15:00","HWA1101 PTA3",9.000,0.000,133.338,600.023,0.000,0.000,0.000 -"02-DEC-2021 15:00","HWA1102 WAA0",16.000,0.000,133.338,1066.708,0.000,0.000,0.000 -"02-DEC-2021 15:00","HWB0331 MAH0",0.852,0.000,109.987,46.855,0.000,0.000,0.000 -"02-DEC-2021 15:00","HWB0331 WPI0",0.000,0.000,109.987,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ISL0331",0.000,52.165,120.531,0.000,3143.753,0.000,0.000 -"02-DEC-2021 15:00","JRD1101 JRD0",0.000,0.000,135.632,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0111",0.000,15.541,131.341,0.000,1020.586,0.000,0.000 -"02-DEC-2021 15:00","KAW0111 TAM0",24.000,0.000,131.341,1576.094,0.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0112 ONU0",29.000,0.000,131.396,1905.239,0.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0113",0.000,0.100,132.318,0.000,6.616,0.000,0.000 -"02-DEC-2021 15:00","KAW1101 KAG0",106.000,0.000,131.472,6968.030,0.000,0.000,0.000 -"02-DEC-2021 15:00","KIN0112 KIN0",27.000,0.000,136.963,1849.004,0.000,0.000,0.000 -"02-DEC-2021 15:00","KOE1101 NGB0",32.000,0.000,150.213,2403.408,0.000,0.000,0.000 -"02-DEC-2021 15:00","KPA1101 KPI1",14.000,0.000,133.370,933.587,0.000,0.000,0.000 -"02-DEC-2021 15:00","KPO1101 KPO0",44.000,0.000,144.452,3177.954,0.000,0.000,0.000 -"02-DEC-2021 15:00","KUM0661 KUM0",6.000,0.000,118.108,354.323,0.000,0.000,0.000 -"02-DEC-2021 15:00","LTN0331 TWF0",17.850,0.000,127.618,1138.986,0.000,0.000,0.000 -"02-DEC-2021 15:00","LTN2201 TUR0",32.200,0.000,127.549,2053.532,0.000,0.000,0.000 -"02-DEC-2021 15:00","MAN2201 MAN0",728.000,0.000,104.146,37909.215,0.000,0.000,0.000 -"02-DEC-2021 15:00","MAT1101 ANI0",10.424,0.000,131.278,684.223,0.000,0.000,0.000 -"02-DEC-2021 15:00","MAT1101 MAT0",19.000,0.000,131.278,1247.144,0.000,0.000,0.000 -"02-DEC-2021 15:00","MHO0331 MHO0",26.000,0.000,127.326,1655.240,0.000,0.000,0.000 -"02-DEC-2021 15:00","MKE1101 MKE1",0.000,0.000,136.234,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","MPE1101",0.000,80.426,151.076,0.000,6075.212,0.000,0.000 -"02-DEC-2021 15:00","MTI2201 MTI0",128.000,0.000,134.249,8591.951,0.000,0.000,0.000 -"02-DEC-2021 15:00","NAP2201 NAP0",139.000,0.000,132.509,9209.350,0.000,0.000,0.000 -"02-DEC-2021 15:00","NAP2202 NTM0",64.000,0.000,132.509,4240.276,0.000,0.000,0.000 -"02-DEC-2021 15:00","NMA0331 WHL0",1.530,0.000,109.470,83.744,0.000,0.000,0.000 -"02-DEC-2021 15:00","NSY0331 PAE0",2.500,0.000,109.473,136.842,0.000,0.000,0.000 -"02-DEC-2021 15:00","OHA2201 OHA0",210.395,0.000,113.648,11955.512,0.000,0.000,0.000 -"02-DEC-2021 15:00","OHB2201 OHB0",145.844,0.000,113.829,8300.647,0.000,0.000,0.000 -"02-DEC-2021 15:00","OHC2201 OHC0",145.844,0.000,113.822,8300.098,0.000,0.000,0.000 -"02-DEC-2021 15:00","OHK2201 OHK0",69.000,0.000,133.232,4596.502,0.000,0.000,0.000 -"02-DEC-2021 15:00","OKI2201 OKI0",38.000,0.000,132.707,2521.436,0.000,0.000,0.000 -"02-DEC-2021 15:00","PEN0331",0.000,180.686,146.353,0.000,13221.989,0.000,0.000 -"02-DEC-2021 15:00","PPI2201 PPI0",39.000,0.000,133.087,2595.199,0.000,0.000,0.000 -"02-DEC-2021 15:00","ROT1101 WHE0",20.000,0.000,134.655,1346.553,0.000,0.000,0.000 -"02-DEC-2021 15:00","ROX1101 ROX0",80.010,0.000,107.194,4288.308,0.000,0.000,0.000 -"02-DEC-2021 15:00","ROX2201 ROX0",160.001,0.000,108.811,8704.925,0.000,0.000,0.000 -"02-DEC-2021 15:00","RPO2201 RPO0",60.000,0.000,130.159,3904.760,0.000,0.000,0.000 -"02-DEC-2021 15:00","SFD0331",0.000,16.975,133.898,0.000,1136.458,0.000,0.000 -"02-DEC-2021 15:00","SFD2201 SFD21",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","SFD2201 SFD22",0.000,0.000,133.452,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","SFD2201 SPL0",0.000,0.000,133.452,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","STK0661 COB0",32.000,0.000,124.087,1985.391,0.000,0.000,0.000 -"02-DEC-2021 15:00","SWN2201",0.000,0.204,145.582,0.000,14.849,0.000,0.000 -"02-DEC-2021 15:00","SWN2201 SWN1",0.000,0.000,145.582,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","TGA0331 KMI0",30.000,0.000,135.410,2031.155,0.000,0.000,0.000 -"02-DEC-2021 15:00","THI2201 THI1",80.000,0.000,133.120,5324.791,0.000,0.000,0.000 -"02-DEC-2021 15:00","THI2201 THI2",82.000,0.000,133.120,5457.911,0.000,0.000,0.000 -"02-DEC-2021 15:00","TKA0111 TKA1",13.000,0.000,112.374,730.433,0.000,0.000,0.000 -"02-DEC-2021 15:00","TKB2201 TKB1",76.000,0.000,114.507,4351.275,0.000,0.000,0.000 -"02-DEC-2021 15:00","TKU2201 TKU0",125.215,0.000,130.060,8142.756,0.000,0.000,0.000 -"02-DEC-2021 15:00","TUI1101 KTW0",19.000,0.000,129.042,1225.896,0.000,0.000,0.000 -"02-DEC-2021 15:00","TUI1101 PRI0",21.000,0.000,129.042,1354.938,0.000,0.000,0.000 -"02-DEC-2021 15:00","TUI1101 TUI0",37.000,0.000,129.042,2387.272,0.000,0.000,0.000 -"02-DEC-2021 15:00","TWC2201 NZW0",11.000,0.000,127.676,702.216,0.000,0.000,0.000 -"02-DEC-2021 15:00","TWC2201 TWF0",36.720,0.000,127.676,2344.125,0.000,0.000,0.000 -"02-DEC-2021 15:00","TWH0331 TRC1",42.000,0.000,142.895,3000.805,0.000,0.000,0.000 -"02-DEC-2021 15:00","TWH0331 TUK0",7.820,0.000,142.895,558.721,0.000,0.000,0.000 -"02-DEC-2021 15:00","WDV1101 TAP0",48.980,0.000,127.190,3114.887,0.000,0.000,0.000 -"02-DEC-2021 15:00","WGN0331",0.000,22.003,133.064,0.000,1463.899,0.000,0.000 -"02-DEC-2021 15:00","WHI2201 WHI0",0.000,0.000,133.569,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WIL0331",0.000,26.444,124.772,0.000,1649.737,0.000,0.000 -"02-DEC-2021 15:00","WIL0331 MCK0",0.000,0.000,124.772,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WKM2201 MOK0",85.000,0.000,134.582,5719.729,0.000,0.000,0.000 -"02-DEC-2021 15:00","WKM2201 WKM0",84.000,0.000,134.582,5652.438,0.000,0.000,0.000 -"02-DEC-2021 15:00","WPA2201 WPA0",33.000,0.000,134.122,2213.017,0.000,0.000,0.000 -"02-DEC-2021 15:00","WRK0331 RKA0",32.000,0.000,132.626,2122.010,0.000,0.000,0.000 -"02-DEC-2021 15:00","WRK0331 TAA0",20.000,0.000,132.626,1326.256,0.000,0.000,0.000 -"02-DEC-2021 15:00","WRK2201 WRK0",114.000,0.000,133.009,7581.510,0.000,0.000,0.000 -"02-DEC-2021 15:00","WTK0111 WTK0",90.000,0.000,113.758,5119.103,0.000,0.000,0.000 -"02-DEC-2021 15:00","WVY1101 WPP0",9.040,0.000,132.970,601.026,0.000,0.000,0.000 -"02-DEC-2021 15:00","WWD1102 WWD0",0.000,0.000,124.901,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WWD1103 WWD0",0.000,0.000,125.022,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0112 DLS0",0.000,18.000,131.396,0.000,1182.562,0.000,0.000 -"02-DEC-2021 15:00","KAW0113 DLS1",0.000,0.000,132.318,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ABY0111",0.000,-3.155,114.824,0.000,-181.135,0.000,0.000 -"02-DEC-2021 15:00","ABY1101",0.000,0.000,114.945,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ALB0331",0.000,88.950,146.754,0.000,6526.871,0.000,0.000 -"02-DEC-2021 15:00","ALB1101",0.000,35.634,146.497,0.000,2610.139,0.000,0.000 -"02-DEC-2021 15:00","ALB2201",0.000,0.000,146.382,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","APS0111",0.000,0.072,115.330,0.000,4.152,0.000,0.000 -"02-DEC-2021 15:00","APS0661",0.000,0.000,115.283,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ARA2201",0.000,0.000,132.920,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ARG1101",0.000,0.000,122.794,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ARI1101",0.000,0.358,133.598,0.000,23.914,0.000,0.000 -"02-DEC-2021 15:00","ARI1102",0.000,0.000,141.583,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ASB0661",0.000,82.997,118.145,0.000,4902.846,0.000,0.000 -"02-DEC-2021 15:00","ASB2201",0.000,0.000,117.883,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ASY0111",0.000,12.341,125.570,0.000,774.827,0.000,0.000 -"02-DEC-2021 15:00","ASY0661",0.000,0.000,125.484,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","ATI2201",0.000,0.455,133.531,0.000,30.378,0.000,0.000 -"02-DEC-2021 15:00","ATU1101",0.000,0.076,122.302,0.000,4.647,0.000,0.000 -"02-DEC-2021 15:00","AVI2201",0.000,0.000,114.072,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BAL0331",0.000,26.842,123.234,0.000,1653.925,0.000,0.000 -"02-DEC-2021 15:00","BAL1101",0.000,0.000,122.221,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BDE0111",0.000,5.953,111.031,0.000,330.484,0.000,0.000 -"02-DEC-2021 15:00","BDE1101",0.000,0.000,110.833,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BEN2201",0.000,0.000,114.470,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BEN2202",0.000,0.000,114.470,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BEN3502",0.000,0.000,114.470,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BEN3503",0.000,0.000,114.470,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BHL2201",0.000,0.000,145.013,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BHL2202",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BLN0331",0.000,40.713,125.760,0.000,2560.040,0.000,0.000 -"02-DEC-2021 15:00","BLN1101",0.000,0.000,125.496,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","BOB0331",0.000,6.265,148.275,0.000,464.470,0.000,0.000 -"02-DEC-2021 15:00","BPC1101",0.000,0.000,115.786,0.000,0.000,0.000,0.000 -"02-DEC-2021 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15:00","TWH2201",0.000,0.000,142.823,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","TWI2201",0.000,572.000,110.166,0.000,31507.471,0.000,0.000 -"02-DEC-2021 15:00","TWT2201",0.000,0.000,127.798,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","TWZ0331",0.000,2.086,113.905,0.000,118.803,0.000,0.000 -"02-DEC-2021 15:00","TWZ2201",0.000,0.000,113.855,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","TWZ2202",0.000,0.000,113.855,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","UHT0331",0.000,14.123,124.757,0.000,880.974,0.000,0.000 -"02-DEC-2021 15:00","UHT1101",0.000,0.000,124.667,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WAI0111",0.000,6.076,133.581,0.000,405.820,0.000,0.000 -"02-DEC-2021 15:00","WAI0501",0.000,0.644,133.689,0.000,43.048,0.000,0.000 -"02-DEC-2021 15:00","WAI1101",0.000,0.000,133.029,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WDV0111",0.000,1.541,127.369,0.000,98.138,0.000,0.000 -"02-DEC-2021 15:00","WDV1101",0.000,0.111,127.190,0.000,7.059,0.000,0.000 -"02-DEC-2021 15:00","WDV1102",0.000,0.000,127.190,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WEL0331",0.000,19.235,152.146,0.000,1463.263,0.000,0.000 -"02-DEC-2021 15:00","WEL1101",0.000,0.000,151.723,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WEL1102",0.000,0.000,151.727,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WGN1101",0.000,0.000,132.476,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WHI0111",0.000,45.000,133.783,0.000,3010.128,0.000,0.000 -"02-DEC-2021 15:00","WHI2201",0.000,0.185,133.569,0.000,12.355,0.000,0.000 -"02-DEC-2021 15:00","WHU0331",0.000,25.410,146.754,0.000,1864.513,0.000,0.000 -"02-DEC-2021 15:00","WHU1101",0.000,0.000,146.680,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WIL1101",0.000,0.000,124.896,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WIL2201",0.000,0.000,124.748,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WIR0331",0.000,68.682,147.412,0.000,5062.279,0.000,0.000 -"02-DEC-2021 15:00","WIR1101",0.000,0.000,147.110,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WIR1102",0.000,0.000,146.700,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WKM2201",0.000,8.085,134.582,0.000,544.047,0.000,0.000 -"02-DEC-2021 15:00","WKM2202",0.000,0.000,134.594,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WKO0331",0.000,21.648,148.030,0.000,1602.274,0.000,0.000 -"02-DEC-2021 15:00","WKO1101",0.000,0.000,147.721,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WPA2201",0.000,0.000,134.122,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WPR0331",0.000,5.222,122.070,0.000,318.726,0.000,0.000 -"02-DEC-2021 15:00","WPR0661",0.000,4.882,121.415,0.000,296.374,0.000,0.000 -"02-DEC-2021 15:00","WPR2202",0.000,0.000,121.693,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WPR2203",0.000,0.000,121.710,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WPT1101",0.000,0.000,123.771,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WPT1102",0.000,0.000,123.944,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WPW0331",0.000,16.376,131.757,0.000,1078.823,0.000,0.000 -"02-DEC-2021 15:00","WPW1101",0.000,0.000,131.190,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WPW1102",0.000,0.000,131.264,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WRD0331",0.000,34.571,146.497,0.000,2532.276,0.000,0.000 -"02-DEC-2021 15:00","WRD2201",0.000,0.000,146.187,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WRK0331",0.000,29.282,132.626,0.000,1941.772,0.000,0.000 -"02-DEC-2021 15:00","WRK2201",0.000,0.109,133.009,0.000,7.249,0.000,0.000 -"02-DEC-2021 15:00","WTK0111",0.000,4.151,113.758,0.000,236.104,0.000,0.000 -"02-DEC-2021 15:00","WTK0331",0.000,0.000,113.879,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WTK1101",0.000,0.000,114.017,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WTK1102",0.000,0.000,114.262,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WTK2201",0.000,0.000,114.259,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WTU0331",0.000,51.804,134.103,0.000,3473.527,0.000,0.000 -"02-DEC-2021 15:00","WTU2201",0.000,0.000,133.745,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WTU2202",0.000,0.000,133.746,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WVY0111",0.000,4.060,133.697,0.000,271.404,0.000,0.000 -"02-DEC-2021 15:00","WVY1101",0.000,0.000,132.970,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WWD1102",0.000,0.000,124.901,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","WWD1103",0.000,0.000,125.022,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","ARA2201 ARA0",72.000,0.000,133.005,4788.174,0.000,0.000,0.000 -"02-DEC-2021 15:30","ARG1101 BRR0",11.500,0.000,122.907,706.716,0.000,0.000,0.000 -"02-DEC-2021 15:30","ARI1101 ARI0",43.000,0.000,134.071,2882.534,0.000,0.000,0.000 -"02-DEC-2021 15:30","ARI1102 ARI0",47.000,0.000,142.516,3349.115,0.000,0.000,0.000 -"02-DEC-2021 15:30","ASB0661 HBK0",19.000,0.000,118.288,1123.739,0.000,0.000,0.000 -"02-DEC-2021 15:30","ATI2201 ATI0",34.000,0.000,134.015,2278.263,0.000,0.000,0.000 -"02-DEC-2021 15:30","AVI2201 AVI0",202.666,0.000,114.210,11573.220,0.000,0.000,0.000 -"02-DEC-2021 15:30","BEN2202 BEN0",335.251,0.000,114.608,19211.301,0.000,0.000,0.000 -"02-DEC-2021 15:30","BOB1101",0.000,56.591,147.983,0.000,4187.263,0.000,0.000 -"02-DEC-2021 15:30","BPE0331 TWF0",18.200,0.000,128.662,1170.821,0.000,0.000,0.000 -"02-DEC-2021 15:30","BWK1101 WPI0",0.000,0.000,115.447,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","COL0661 COL0",39.000,0.000,113.015,2203.790,0.000,0.000,0.000 -"02-DEC-2021 15:30","CPK0331",0.000,80.754,125.688,0.000,5074.888,0.000,0.000 -"02-DEC-2021 15:30","CYD0331",0.000,-10.460,109.028,0.000,-570.217,0.000,0.000 -"02-DEC-2021 15:30","CYD2201 CYD0",325.000,0.000,109.135,17734.474,0.000,0.000,0.000 -"02-DEC-2021 15:30","GLN0332 GLN0",50.000,0.000,144.973,3624.318,0.000,0.000,0.000 -"02-DEC-2021 15:30","HAM0331",0.000,81.119,143.028,0.000,5801.124,0.000,0.000 -"02-DEC-2021 15:30","HLY2201 HLY1",0.000,0.000,142.888,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","HLY2201 HLY2",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","HLY2201 HLY4",0.000,0.000,142.888,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","HLY2201 HLY5",338.000,0.000,142.888,24148.007,0.000,0.000,0.000 -"02-DEC-2021 15:30","HLY2201 HLY6",0.000,0.000,142.888,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","HWA1101 PTA1",9.000,0.000,133.429,600.431,0.000,0.000,0.000 -"02-DEC-2021 15:30","HWA1101 PTA2",9.000,0.000,133.429,600.431,0.000,0.000,0.000 -"02-DEC-2021 15:30","HWA1101 PTA3",9.000,0.000,133.429,600.431,0.000,0.000,0.000 -"02-DEC-2021 15:30","HWA1102 WAA0",16.000,0.000,133.429,1067.433,0.000,0.000,0.000 -"02-DEC-2021 15:30","HWB0331 MAH0",0.852,0.000,110.120,46.911,0.000,0.000,0.000 -"02-DEC-2021 15:30","HWB0331 WPI0",0.000,0.000,110.120,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","ISL0331",0.000,51.645,120.677,0.000,3116.188,0.000,0.000 -"02-DEC-2021 15:30","JRD1101 JRD0",0.000,0.000,135.715,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","KAW0111",0.000,15.431,131.788,0.000,1016.808,0.000,0.000 -"02-DEC-2021 15:30","KAW0111 TAM0",24.000,0.000,131.788,1581.453,0.000,0.000,0.000 -"02-DEC-2021 15:30","KAW0112 ONU0",29.000,0.000,131.843,1911.718,0.000,0.000,0.000 -"02-DEC-2021 15:30","KAW0113",0.000,0.100,132.766,0.000,6.638,0.000,0.000 -"02-DEC-2021 15:30","KAW1101 KAG0",106.000,0.000,131.919,6991.724,0.000,0.000,0.000 -"02-DEC-2021 15:30","KIN0112 KIN0",27.000,0.000,137.448,1855.551,0.000,0.000,0.000 -"02-DEC-2021 15:30","KOE1101 NGB0",32.000,0.000,150.081,2401.296,0.000,0.000,0.000 -"02-DEC-2021 15:30","KPA1101 KPI1",14.000,0.000,133.431,934.017,0.000,0.000,0.000 -"02-DEC-2021 15:30","KPO1101 KPO0",44.000,0.000,144.798,3185.565,0.000,0.000,0.000 -"02-DEC-2021 15:30","KUM0661 KUM0",6.000,0.000,118.792,356.375,0.000,0.000,0.000 -"02-DEC-2021 15:30","LTN0331 TWF0",17.850,0.000,127.746,1140.133,0.000,0.000,0.000 -"02-DEC-2021 15:30","LTN2201 TUR0",35.200,0.000,127.677,2247.116,0.000,0.000,0.000 -"02-DEC-2021 15:30","MAN2201 MAN0",728.000,0.000,104.272,37955.165,0.000,0.000,0.000 -"02-DEC-2021 15:30","MAT1101 ANI0",10.424,0.000,131.725,686.549,0.000,0.000,0.000 -"02-DEC-2021 15:30","MAT1101 MAT0",19.000,0.000,131.725,1251.385,0.000,0.000,0.000 -"02-DEC-2021 15:30","MHO0331 MHO0",26.000,0.000,127.452,1656.878,0.000,0.000,0.000 -"02-DEC-2021 15:30","MKE1101 MKE1",0.000,0.000,136.317,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","MPE1101",0.000,81.970,150.943,0.000,6186.401,0.000,0.000 -"02-DEC-2021 15:30","MTI2201 MTI0",132.000,0.000,134.196,8856.922,0.000,0.000,0.000 -"02-DEC-2021 15:30","NAP2201 NAP0",139.000,0.000,132.593,9215.223,0.000,0.000,0.000 -"02-DEC-2021 15:30","NAP2202 NTM0",64.000,0.000,132.593,4242.980,0.000,0.000,0.000 -"02-DEC-2021 15:30","NMA0331 WHL0",1.530,0.000,109.602,83.846,0.000,0.000,0.000 -"02-DEC-2021 15:30","NSY0331 PAE0",2.500,0.000,109.606,137.008,0.000,0.000,0.000 -"02-DEC-2021 15:30","OHA2201 OHA0",210.395,0.000,113.786,11970.004,0.000,0.000,0.000 -"02-DEC-2021 15:30","OHB2201 OHB0",145.844,0.000,113.967,8310.709,0.000,0.000,0.000 -"02-DEC-2021 15:30","OHC2201 OHC0",145.844,0.000,113.960,8310.158,0.000,0.000,0.000 -"02-DEC-2021 15:30","OHK2201 OHK0",69.000,0.000,133.643,4610.687,0.000,0.000,0.000 -"02-DEC-2021 15:30","OKI2201 OKI0",38.000,0.000,132.792,2523.044,0.000,0.000,0.000 -"02-DEC-2021 15:30","PEN0331",0.000,179.697,146.239,0.000,13139.342,0.000,0.000 -"02-DEC-2021 15:30","PPI2201 PPI0",39.000,0.000,133.155,2596.517,0.000,0.000,0.000 -"02-DEC-2021 15:30","ROT1101 WHE0",14.000,0.000,135.180,946.261,0.000,0.000,0.000 -"02-DEC-2021 15:30","ROX1101 ROX0",80.010,0.000,107.324,4293.506,0.000,0.000,0.000 -"02-DEC-2021 15:30","ROX2201 ROX0",160.001,0.000,108.943,8715.476,0.000,0.000,0.000 -"02-DEC-2021 15:30","RPO2201 RPO0",60.000,0.000,130.092,3902.753,0.000,0.000,0.000 -"02-DEC-2021 15:30","SFD0331",0.000,18.946,133.979,0.000,1269.188,0.000,0.000 -"02-DEC-2021 15:30","SFD2201 SFD21",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","SFD2201 SFD22",0.000,0.000,133.531,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","SFD2201 SPL0",0.000,0.000,133.531,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","STK0661 COB0",32.000,0.000,124.209,1987.350,0.000,0.000,0.000 -"02-DEC-2021 15:30","SWN2201",0.000,0.187,145.468,0.000,13.601,0.000,0.000 -"02-DEC-2021 15:30","SWN2201 SWN1",0.000,0.000,145.468,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","TGA0331 KMI0",30.000,0.000,135.890,2038.357,0.000,0.000,0.000 -"02-DEC-2021 15:30","THI2201 THI1",80.000,0.000,133.187,5327.495,0.000,0.000,0.000 -"02-DEC-2021 15:30","THI2201 THI2",82.000,0.000,133.187,5460.682,0.000,0.000,0.000 -"02-DEC-2021 15:30","TKA0111 TKA1",13.000,0.000,112.511,731.318,0.000,0.000,0.000 -"02-DEC-2021 15:30","TKB2201 TKB1",76.000,0.000,114.646,4356.549,0.000,0.000,0.000 -"02-DEC-2021 15:30","TKU2201 TKU0",171.029,0.000,130.060,11122.020,0.000,0.000,0.000 -"02-DEC-2021 15:30","TUI1101 KTW0",19.000,0.000,129.124,1226.678,0.000,0.000,0.000 -"02-DEC-2021 15:30","TUI1101 PRI0",21.000,0.000,129.124,1355.802,0.000,0.000,0.000 -"02-DEC-2021 15:30","TUI1101 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ARI0",47.000,0.000,146.787,3449.503,0.000,0.000,0.000 -"02-DEC-2021 16:00","ASB0661 HBK0",19.000,0.000,122.778,1166.389,0.000,0.000,0.000 -"02-DEC-2021 16:00","ATI2201 ATI0",34.000,0.000,139.134,2365.285,0.000,0.000,0.000 -"02-DEC-2021 16:00","AVI2201 AVI0",202.666,0.000,118.544,12012.458,0.000,0.000,0.000 -"02-DEC-2021 16:00","BEN2202 BEN0",335.251,0.000,118.958,19940.428,0.000,0.000,0.000 -"02-DEC-2021 16:00","BOB1101",0.000,56.227,153.789,0.000,4323.534,0.000,0.000 -"02-DEC-2021 16:00","BPE0331 TWF0",13.104,0.000,133.546,874.995,0.000,0.000,0.000 -"02-DEC-2021 16:00","BWK1101 WPI0",0.000,0.000,119.829,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","COL0661 COL0",39.000,0.000,117.116,2283.771,0.000,0.000,0.000 -"02-DEC-2021 16:00","CPK0331",0.000,80.549,130.457,0.000,5254.102,0.000,0.000 -"02-DEC-2021 16:00","CYD0331",0.000,-9.633,113.166,0.000,-545.064,0.000,0.000 -"02-DEC-2021 16:00","CYD2201 CYD0",325.000,0.000,113.277,18407.551,0.000,0.000,0.000 -"02-DEC-2021 16:00","GLN0332 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16:00","WIL0331",0.000,26.770,129.666,0.000,1735.578,0.000,0.000 -"02-DEC-2021 16:00","WIL0331 MCK0",0.000,0.000,129.666,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WKM2201 MOK0",85.000,0.000,139.668,5935.872,0.000,0.000,0.000 -"02-DEC-2021 16:00","WKM2201 WKM0",84.000,0.000,139.668,5866.038,0.000,0.000,0.000 -"02-DEC-2021 16:00","WPA2201 WPA0",33.000,0.000,139.191,2296.645,0.000,0.000,0.000 -"02-DEC-2021 16:00","WRK0331 RKA0",32.000,0.000,137.779,2204.462,0.000,0.000,0.000 -"02-DEC-2021 16:00","WRK0331 TAA0",20.000,0.000,137.779,1377.789,0.000,0.000,0.000 -"02-DEC-2021 16:00","WRK2201 WRK0",114.000,0.000,138.177,7876.096,0.000,0.000,0.000 -"02-DEC-2021 16:00","WTK0111 WTK0",90.000,0.000,118.218,5319.829,0.000,0.000,0.000 -"02-DEC-2021 16:00","WVY1101 WPP0",9.040,0.000,138.118,624.294,0.000,0.000,0.000 -"02-DEC-2021 16:00","WWD1102 WWD0",0.000,0.000,129.938,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WWD1103 WWD0",0.000,0.000,129.810,0.000,0.000,0.000,0.000 -"02-DEC-2021 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16:00","WHI0111",0.000,45.000,138.982,0.000,3127.089,0.000,0.000 -"02-DEC-2021 16:00","WHI2201",0.000,0.180,138.759,0.000,12.488,0.000,0.000 -"02-DEC-2021 16:00","WHU0331",0.000,28.323,153.298,0.000,2170.928,0.000,0.000 -"02-DEC-2021 16:00","WHU1101",0.000,0.000,153.220,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WIL1101",0.000,0.000,129.804,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WIL2201",0.000,0.000,129.641,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WIR0331",0.000,68.867,153.001,0.000,5268.359,0.000,0.000 -"02-DEC-2021 16:00","WIR1101",0.000,0.000,152.687,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WIR1102",0.000,0.000,152.262,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WKM2201",0.000,9.106,139.668,0.000,635.906,0.000,0.000 -"02-DEC-2021 16:00","WKM2202",0.000,0.000,139.682,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WKO0331",0.000,22.987,154.630,0.000,1777.242,0.000,0.000 -"02-DEC-2021 16:00","WKO1101",0.000,0.000,154.308,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WPA2201",0.000,0.000,139.191,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WPR0331",0.000,5.578,126.857,0.000,353.804,0.000,0.000 -"02-DEC-2021 16:00","WPR0661",0.000,4.873,126.176,0.000,307.427,0.000,0.000 -"02-DEC-2021 16:00","WPR2202",0.000,0.000,126.465,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WPR2203",0.000,0.000,126.483,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WPT1101",0.000,0.000,128.624,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WPT1102",0.000,0.000,128.804,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WPW0331",0.000,16.916,137.723,0.000,1164.859,0.000,0.000 -"02-DEC-2021 16:00","WPW1101",0.000,0.000,137.131,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WPW1102",0.000,0.000,137.208,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WRD0331",0.000,34.133,152.054,0.000,2595.025,0.000,0.000 -"02-DEC-2021 16:00","WRD2201",0.000,0.000,151.732,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WRK0331",0.000,29.926,137.779,0.000,2061.586,0.000,0.000 -"02-DEC-2021 16:00","WRK2201",0.000,0.109,138.177,0.000,7.531,0.000,0.000 -"02-DEC-2021 16:00","WTK0111",0.000,4.259,118.218,0.000,251.746,0.000,0.000 -"02-DEC-2021 16:00","WTK0331",0.000,0.000,118.344,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WTK1101",0.000,0.000,118.488,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WTK1102",0.000,0.000,118.742,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WTK2201",0.000,0.000,118.740,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WTU0331",0.000,52.151,139.313,0.000,3632.665,0.000,0.000 -"02-DEC-2021 16:00","WTU2201",0.000,0.000,138.942,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WTU2202",0.000,0.000,138.942,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WVY0111",0.000,4.043,138.872,0.000,280.730,0.000,0.000 -"02-DEC-2021 16:00","WVY1101",0.000,0.000,138.118,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WWD1102",0.000,0.000,129.938,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","WWD1103",0.000,0.000,129.810,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","ARA2201 ARA0",72.000,0.000,136.862,4927.044,0.000,0.000,0.000 -"02-DEC-2021 16:30","ARG1101 BRR0",11.500,0.000,127.432,732.733,0.000,0.000,0.000 -"02-DEC-2021 16:30","ARI1101 ARI0",43.000,0.000,137.960,2966.135,0.000,0.000,0.000 -"02-DEC-2021 16:30","ARI1102 ARI0",47.000,0.000,146.651,3446.308,0.000,0.000,0.000 -"02-DEC-2021 16:30","ASB0661 HBK0",19.000,0.000,122.305,1161.901,0.000,0.000,0.000 -"02-DEC-2021 16:30","ATI2201 ATI0",34.000,0.000,137.902,2344.339,0.000,0.000,0.000 -"02-DEC-2021 16:30","AVI2201 AVI0",201.389,0.000,117.410,11822.567,0.000,0.000,0.000 -"02-DEC-2021 16:30","BEN2202 BEN0",335.252,0.000,117.932,19768.548,0.000,0.000,0.000 -"02-DEC-2021 16:30","BOB1101",0.000,55.504,152.283,0.000,4226.145,0.000,0.000 -"02-DEC-2021 16:30","BPE0331 TWF0",13.104,0.000,132.393,867.440,0.000,0.000,0.000 -"02-DEC-2021 16:30","BWK1101 WPI0",0.000,0.000,118.934,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","COL0661 COL0",39.000,0.000,116.954,2280.605,0.000,0.000,0.000 -"02-DEC-2021 16:30","CPK0331",0.000,81.096,129.333,0.000,5244.192,0.000,0.000 -"02-DEC-2021 16:30","CYD0331",0.000,-9.359,112.321,0.000,-525.606,0.000,0.000 -"02-DEC-2021 16:30","CYD2201 CYD0",342.010,0.000,112.431,19226.338,0.000,0.000,0.000 -"02-DEC-2021 16:30","GLN0332 GLN0",50.000,0.000,149.326,3733.143,0.000,0.000,0.000 -"02-DEC-2021 16:30","HAM0331",0.000,83.129,147.176,0.000,6117.309,0.000,0.000 -"02-DEC-2021 16:30","HLY2201 HLY1",0.000,0.000,147.032,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","HLY2201 HLY2",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","HLY2201 HLY4",0.000,0.000,147.032,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","HLY2201 HLY5",338.000,0.000,147.032,24848.347,0.000,0.000,0.000 -"02-DEC-2021 16:30","HLY2201 HLY6",0.000,0.000,147.032,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","HWA1101 PTA1",9.000,0.000,137.299,617.845,0.000,0.000,0.000 -"02-DEC-2021 16:30","HWA1101 PTA2",9.000,0.000,137.299,617.845,0.000,0.000,0.000 -"02-DEC-2021 16:30","HWA1101 PTA3",9.000,0.000,137.299,617.845,0.000,0.000,0.000 -"02-DEC-2021 16:30","HWA1102 WAA0",16.000,0.000,137.299,1098.392,0.000,0.000,0.000 -"02-DEC-2021 16:30","HWB0331 MAH0",0.852,0.000,113.446,48.328,0.000,0.000,0.000 -"02-DEC-2021 16:30","HWB0331 WPI0",0.000,0.000,113.446,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","ISL0331",0.000,50.066,125.084,0.000,3131.218,0.000,0.000 -"02-DEC-2021 16:30","JRD1101 JRD0",0.000,0.000,139.651,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","KAW0111",0.000,15.485,135.610,0.000,1049.960,0.000,0.000 -"02-DEC-2021 16:30","KAW0111 TAM0",24.000,0.000,135.610,1627.319,0.000,0.000,0.000 -"02-DEC-2021 16:30","KAW0112 ONU0",29.000,0.000,135.666,1967.163,0.000,0.000,0.000 -"02-DEC-2021 16:30","KAW0113",0.000,0.100,136.617,0.000,6.831,0.000,0.000 -"02-DEC-2021 16:30","KAW1101 KAG0",106.000,0.000,135.745,7194.503,0.000,0.000,0.000 -"02-DEC-2021 16:30","KIN0112 KIN0",27.000,0.000,141.435,1909.367,0.000,0.000,0.000 -"02-DEC-2021 16:30","KOE1101 NGB0",32.000,0.000,155.229,2483.657,0.000,0.000,0.000 -"02-DEC-2021 16:30","KPA1101 KPI1",14.000,0.000,137.301,961.106,0.000,0.000,0.000 -"02-DEC-2021 16:30","KPO1101 KPO0",50.188,0.000,149.000,3739.022,0.000,0.000,0.000 -"02-DEC-2021 16:30","KUM0661 KUM0",6.000,0.000,122.569,367.706,0.000,0.000,0.000 -"02-DEC-2021 16:30","LTN0331 TWF0",12.852,0.000,131.617,845.772,0.000,0.000,0.000 -"02-DEC-2021 16:30","LTN2201 TUR0",40.800,0.000,131.372,2679.987,0.000,0.000,0.000 -"02-DEC-2021 16:30","MAN2201 MAN0",728.000,0.000,107.422,39101.526,0.000,0.000,0.000 -"02-DEC-2021 16:30","MAT1101 ANI0",10.424,0.000,135.545,706.461,0.000,0.000,0.000 -"02-DEC-2021 16:30","MAT1101 MAT0",19.000,0.000,135.545,1287.679,0.000,0.000,0.000 -"02-DEC-2021 16:30","MHO0331 MHO0",26.000,0.000,131.149,1704.933,0.000,0.000,0.000 -"02-DEC-2021 16:30","MKE1101 MKE1",0.000,0.000,140.270,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","MPE1101",0.000,83.785,156.120,0.000,6540.265,0.000,0.000 -"02-DEC-2021 16:30","MTI2201 MTI0",136.000,0.000,138.088,9389.972,0.000,0.000,0.000 -"02-DEC-2021 16:30","NAP2201 NAP0",139.000,0.000,136.439,9482.489,0.000,0.000,0.000 -"02-DEC-2021 16:30","NAP2202 NTM0",64.000,0.000,136.439,4366.038,0.000,0.000,0.000 -"02-DEC-2021 16:30","NMA0331 WHL0",1.530,0.000,112.913,86.378,0.000,0.000,0.000 -"02-DEC-2021 16:30","NSY0331 PAE0",2.500,0.000,112.916,141.146,0.000,0.000,0.000 -"02-DEC-2021 16:30","OHA2201 OHA0",219.413,0.000,117.223,12860.091,0.000,0.000,0.000 -"02-DEC-2021 16:30","OHB2201 OHB0",141.973,0.000,117.398,8333.698,0.000,0.000,0.000 -"02-DEC-2021 16:30","OHC2201 OHC0",141.973,0.000,117.366,8331.430,0.000,0.000,0.000 -"02-DEC-2021 16:30","OHK2201 OHK0",69.000,0.000,137.519,4744.409,0.000,0.000,0.000 -"02-DEC-2021 16:30","OKI2201 OKI0",38.000,0.000,136.643,2596.219,0.000,0.000,0.000 -"02-DEC-2021 16:30","PEN0331",0.000,175.486,150.479,0.000,13203.440,0.000,0.000 -"02-DEC-2021 16:30","PPI2201 PPI0",39.000,0.000,137.017,2671.823,0.000,0.000,0.000 -"02-DEC-2021 16:30","ROT1101 WHE0",14.000,0.000,139.051,973.359,0.000,0.000,0.000 -"02-DEC-2021 16:30","ROX1101 ROX0",80.010,0.000,110.566,4423.183,0.000,0.000,0.000 -"02-DEC-2021 16:30","ROX2201 ROX0",160.001,0.000,112.233,8978.710,0.000,0.000,0.000 -"02-DEC-2021 16:30","RPO2201 RPO0",88.000,0.000,133.865,5890.051,0.000,0.000,0.000 -"02-DEC-2021 16:30","SFD0331",0.000,20.211,137.865,0.000,1393.198,0.000,0.000 -"02-DEC-2021 16:30","SFD2201 SFD21",0.000,0.000,0.000,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","SFD2201 SFD22",0.000,0.000,137.403,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","SFD2201 SPL0",0.000,0.000,137.403,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","STK0661 COB0",32.000,0.000,128.856,2061.694,0.000,0.000,0.000 -"02-DEC-2021 16:30","SWN2201",0.000,0.172,149.686,0.000,12.873,0.000,0.000 -"02-DEC-2021 16:30","SWN2201 SWN1",0.000,0.000,149.686,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","TGA0331 KMI0",30.000,0.000,139.832,2097.475,0.000,0.000,0.000 -"02-DEC-2021 16:30","THI2201 THI1",80.000,0.000,137.050,5482.006,0.000,0.000,0.000 -"02-DEC-2021 16:30","THI2201 THI2",82.000,0.000,137.050,5619.057,0.000,0.000,0.000 -"02-DEC-2021 16:30","TKA0111 TKA1",13.000,0.000,116.082,754.530,0.000,0.000,0.000 -"02-DEC-2021 16:30","TKB2201 TKB1",76.000,0.000,118.186,4491.069,0.000,0.000,0.000 -"02-DEC-2021 16:30","TKU2201 TKU0",188.000,0.000,133.832,12580.218,0.000,0.000,0.000 -"02-DEC-2021 16:30","TUI1101 KTW0",19.000,0.000,133.781,1270.923,0.000,0.000,0.000 -"02-DEC-2021 16:30","TUI1101 PRI0",21.000,0.000,133.781,1404.705,0.000,0.000,0.000 -"02-DEC-2021 16:30","TUI1101 TUI0",37.000,0.000,133.781,2474.956,0.000,0.000,0.000 -"02-DEC-2021 16:30","TWC2201 NZW0",14.000,0.000,131.504,920.529,0.000,0.000,0.000 -"02-DEC-2021 16:30","TWC2201 TWF0",25.560,0.000,131.504,1680.623,0.000,0.000,0.000 -"02-DEC-2021 16:30","TWH0331 TRC1",42.000,0.000,146.995,3086.898,0.000,0.000,0.000 -"02-DEC-2021 16:30","TWH0331 TUK0",7.820,0.000,146.995,574.751,0.000,0.000,0.000 -"02-DEC-2021 16:30","WDV1101 TAP0",48.980,0.000,131.830,3228.507,0.000,0.000,0.000 -"02-DEC-2021 16:30","WGN0331",0.000,22.576,137.046,0.000,1546.977,0.000,0.000 -"02-DEC-2021 16:30","WHI2201 WHI0",0.000,0.000,138.634,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","WIL0331",0.000,26.943,128.548,0.000,1731.733,0.000,0.000 -"02-DEC-2021 16:30","WIL0331 MCK0",0.000,0.000,128.548,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","WKM2201 MOK0",87.000,0.000,138.430,6021.702,0.000,0.000,0.000 -"02-DEC-2021 16:30","WKM2201 WKM0",84.000,0.000,138.430,5814.057,0.000,0.000,0.000 -"02-DEC-2021 16:30","WPA2201 WPA0",33.000,0.000,137.957,2276.294,0.000,0.000,0.000 -"02-DEC-2021 16:30","WRK0331 RKA0",32.000,0.000,136.559,2184.946,0.000,0.000,0.000 -"02-DEC-2021 16:30","WRK0331 TAA0",20.000,0.000,136.559,1365.591,0.000,0.000,0.000 -"02-DEC-2021 16:30","WRK2201 WRK0",114.000,0.000,136.954,7806.369,0.000,0.000,0.000 -"02-DEC-2021 16:30","WTK0111 WTK0",90.000,0.000,117.007,5265.337,0.000,0.000,0.000 -"02-DEC-2021 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13:55","TNG0111",0.000,19.572,206.721,0.000,337.162,0.000,0.000 -"01-MAR-2022 13:55","TNG0551",0.000,0.000,205.886,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","TNG2201",0.000,0.000,205.742,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","TRK0111",0.000,3.721,211.925,0.000,65.714,0.000,0.000 -"01-MAR-2022 13:55","TRK1101",0.000,0.000,211.394,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","TRK1102",0.000,0.000,211.394,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","TRK2201",0.000,0.000,211.023,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","TUI1101",0.000,38.336,204.140,0.000,652.158,0.000,0.000 -"01-MAR-2022 13:55","TWC2201",0.000,0.000,199.783,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","TWH0331",0.000,80.914,219.051,0.000,1477.023,0.000,0.000 -"01-MAR-2022 13:55","TWH2201",0.000,0.000,218.754,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","TWI2201",0.000,575.385,177.400,0.000,8506.129,0.000,0.000 -"01-MAR-2022 13:55","TWT2201",0.000,0.000,199.827,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","TWZ0331",0.000,3.792,179.081,0.000,56.590,0.000,0.000 -"01-MAR-2022 13:55","TWZ2201",0.000,0.000,179.002,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","TWZ2202",0.000,0.000,179.002,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","UHT0331",0.000,13.562,195.223,0.000,220.634,0.000,0.000 -"01-MAR-2022 13:55","UHT1101",0.000,0.000,195.081,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WAI0111",0.000,5.931,210.373,0.000,103.977,0.000,0.000 -"01-MAR-2022 13:55","WAI0501",0.000,0.600,210.543,0.000,10.527,0.000,0.000 -"01-MAR-2022 13:55","WAI1101",0.000,0.000,209.503,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WDV0111",0.000,1.204,201.485,0.000,20.216,0.000,0.000 -"01-MAR-2022 13:55","WDV1101",0.000,0.000,201.419,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WDV1102",0.000,0.000,201.419,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WEL0331",0.000,19.358,236.132,0.000,380.920,0.000,0.000 -"01-MAR-2022 13:55","WEL1101",0.000,0.000,235.476,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WEL1102",0.000,0.000,235.482,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WGN1101",0.000,0.000,202.826,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WHI0111",0.000,41.389,211.884,0.000,730.805,0.000,0.000 -"01-MAR-2022 13:55","WHI2201",0.000,0.147,211.544,0.000,2.591,0.000,0.000 -"01-MAR-2022 13:55","WHU0331",0.000,20.029,224.102,0.000,374.045,0.000,0.000 -"01-MAR-2022 13:55","WHU1101",0.000,0.000,223.989,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WIL1101",0.000,0.000,195.425,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WIL2201",0.000,0.000,195.224,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WIR0331",0.000,68.108,228.486,0.000,1296.811,0.000,0.000 -"01-MAR-2022 13:55","WIR1101",0.000,0.000,227.961,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WIR1102",0.000,0.000,227.491,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WKM2201",0.000,4.618,211.158,0.000,81.261,0.000,0.000 -"01-MAR-2022 13:55","WKM2202",0.000,0.000,211.176,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WKO0331",0.000,18.675,226.050,0.000,351.790,0.000,0.000 -"01-MAR-2022 13:55","WKO1101",0.000,0.000,225.578,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WPA2201",0.000,0.053,210.437,0.000,0.929,0.000,0.000 -"01-MAR-2022 13:55","WPR0331",0.000,3.600,190.691,0.000,57.207,0.000,0.000 -"01-MAR-2022 13:55","WPR0661",0.000,0.600,190.109,0.000,9.505,0.000,0.000 -"01-MAR-2022 13:55","WPR2202",0.000,0.000,190.990,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WPR2203",0.000,0.000,191.017,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WPT1101",0.000,0.000,196.919,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WPT1102",0.000,0.000,195.545,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WPW0331",0.000,12.763,205.145,0.000,218.189,0.000,0.000 -"01-MAR-2022 13:55","WPW1101",0.000,0.000,204.534,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WPW1102",0.000,0.000,204.492,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WRD0331",0.000,75.294,227.407,0.000,1426.863,0.000,0.000 -"01-MAR-2022 13:55","WRD2201",0.000,0.000,226.929,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WRK0331",0.000,32.108,209.119,0.000,559.532,0.000,0.000 -"01-MAR-2022 13:55","WRK2201",0.000,0.127,208.980,0.000,2.212,0.000,0.000 -"01-MAR-2022 13:55","WTK0111",0.000,3.100,178.318,0.000,46.065,0.000,0.000 -"01-MAR-2022 13:55","WTK0331",0.000,0.000,178.508,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WTK1101",0.000,0.000,178.549,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WTK1102",0.000,0.000,178.873,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WTK2201",0.000,0.000,178.866,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WTU0331",0.000,59.174,212.146,0.000,1046.126,0.000,0.000 -"01-MAR-2022 13:55","WTU2201",0.000,0.000,211.581,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WTU2202",0.000,0.000,211.581,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WVY0111",0.000,2.859,202.298,0.000,48.198,0.000,0.000 -"01-MAR-2022 13:55","WVY1101",0.000,0.000,201.674,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","WWD1102",0.000,0.310,195.627,0.000,5.054,0.000,0.000 -"01-MAR-2022 13:55","WWD1103",0.000,0.386,195.622,0.000,6.293,0.000,0.000 diff --git a/Output/Test_Run_All/Test_Run_All_OfferResults.csv b/Output/Test_Run_All/Test_Run_All_OfferResults.csv deleted file mode 100644 index cdd9842..0000000 --- a/Output/Test_Run_All/Test_Run_All_OfferResults.csv +++ /dev/null @@ -1,309 +0,0 @@ -"Date","NumTradePeriodsStudied","Offer","Trader","Generation (MWh)","FIR (MWh)","SIR (MWh)" -"15-OCT-2022 00:00",48.00,"ARA2201 ARA0","38486",1647.23,11.02,70.73 -"15-OCT-2022 00:00",48.00,"ARG1101 BRR0","4089922724",105.07,0.00,0.00 -"15-OCT-2022 00:00",48.00,"ARI1101 ARI0","38486",1664.11,5.14,39.83 -"15-OCT-2022 00:00",48.00,"ARI1102 ARI0","38486",1969.64,10.42,76.47 -"15-OCT-2022 00:00",48.00,"ASB0661 HBK0","4089922724",169.75,0.00,0.00 -"15-OCT-2022 00:00",48.00,"ATI2201 ATI0","38486",1503.00,23.07,75.64 -"15-OCT-2022 00:00",48.00,"AVI2201 AVI0","38481",3993.88,38.20,118.34 -"15-OCT-2022 00:00",48.00,"BEN2202 BEN0","38481",9876.13,95.46,297.47 -"15-OCT-2022 00:00",48.00,"BOB1101","38428",0.00,41.93,96.35 -"15-OCT-2022 00:00",48.00,"BPE0331","4468986571",0.00,93.80,78.29 -"15-OCT-2022 00:00",48.00,"BPE0331 TWF0","4089922724",207.03,0.00,0.00 -"15-OCT-2022 00:00",48.00,"COL0661 COL0","4089922724",870.77,0.00,0.00 -"15-OCT-2022 00:00",48.00,"CPK0331","38555",0.00,0.00,86.55 -"15-OCT-2022 00:00",48.00,"CYD2201 CYD0","38433",4614.27,0.00,0.00 -"15-OCT-2022 00:00",48.00,"HAM0331","38564",0.00,58.45,205.62 -"15-OCT-2022 00:00",48.00,"HLY2201 HLY5","38459",4017.10,0.00,0.00 -"15-OCT-2022 00:00",48.00,"HWA1101 PTA1","4089922724",246.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"HWA1101 PTA2","4089922724",220.13,0.00,0.00 -"15-OCT-2022 00:00",48.00,"HWA1101 PTA3","4089922724",179.76,0.00,0.00 -"15-OCT-2022 00:00",48.00,"HWB0331 MAH0","4089922724",56.16,0.00,0.00 -"15-OCT-2022 00:00",48.00,"ISL0661","4468986571",0.00,34.68,28.95 -"15-OCT-2022 00:00",48.00,"KAW0112 ONU0","38527",840.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"KAW1101 KAG0","38486",2568.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"KOE1101 NGB0","3663284062",418.50,0.00,0.00 -"15-OCT-2022 00:00",48.00,"KPA1101 KPI1","38539",120.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"KPO1101 KPO0","38486",1480.48,0.00,4.00 -"15-OCT-2022 00:00",48.00,"KUM0661 KUM0","4089922724",36.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"LTN0331 TWF0","4089922724",265.26,0.00,0.00 -"15-OCT-2022 00:00",48.00,"LTN2201 TUR0","38486",972.68,0.00,0.00 -"15-OCT-2022 00:00",48.00,"MAN2201 MAN0","38481",5904.00,984.00,1640.00 -"15-OCT-2022 00:00",48.00,"MAT1101 ANI0","38517",554.30,0.00,0.00 -"15-OCT-2022 00:00",48.00,"MAT1101 MAT0","4089922724",1131.35,75.90,429.01 -"15-OCT-2022 00:00",48.00,"MHO0331 MHO0","38470",508.50,0.00,0.00 -"15-OCT-2022 00:00",48.00,"MTI2201 MTI0","38486",4604.00,53.32,454.68 -"15-OCT-2022 00:00",48.00,"NAP2201 NAP0","173763612",3360.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"NAP2202 NTM0","38486",2040.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"NMA0331 WHL0","38481",318.42,0.00,0.00 -"15-OCT-2022 00:00",48.00,"NSY0331 PAE0","4089922724",252.25,0.00,0.00 -"15-OCT-2022 00:00",48.00,"OHA2201 OHA0","38481",3584.36,31.45,108.22 -"15-OCT-2022 00:00",48.00,"OHB2201 OHB0","38481",3912.66,32.10,110.40 -"15-OCT-2022 00:00",48.00,"OHC2201 OHC0","38481",3848.86,33.45,102.50 -"15-OCT-2022 00:00",48.00,"OHK2201 OHK0","38486",1783.50,8.99,47.16 -"15-OCT-2022 00:00",48.00,"OKI2201 OKI0","38433",948.50,0.00,0.00 -"15-OCT-2022 00:00",48.00,"PEN0331","38552",0.00,0.00,302.05 -"15-OCT-2022 00:00",48.00,"PPI2201 PPI0","38433",816.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"ROT1101 WHE0","4089922724",532.50,0.00,0.00 -"15-OCT-2022 00:00",48.00,"ROX1101 ROX0","38433",960.24,0.00,0.00 -"15-OCT-2022 00:00",48.00,"ROX2201 ROX0","38433",2937.36,0.00,0.00 -"15-OCT-2022 00:00",48.00,"RPO2201 RPO0","38459",2343.00,111.14,464.62 -"15-OCT-2022 00:00",48.00,"STK0661 COB0","4089922724",288.00,0.00,0.00 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-"01-MAR-2022 13:55",1.00,"KPA1101 KPI1","38539",1.17,0.00,0.00 -"01-MAR-2022 13:55",1.00,"KPO1101 KPO0","38486",3.99,0.00,0.00 -"01-MAR-2022 13:55",1.00,"KUM0661 KUM0","4089922724",0.25,0.00,0.00 -"01-MAR-2022 13:55",1.00,"LTN0331 TWF0","4089922724",0.49,0.00,0.00 -"01-MAR-2022 13:55",1.00,"MAN2201 MAN0","38481",51.25,0.00,0.00 -"01-MAR-2022 13:55",1.00,"MAT1101 ANI0","38517",0.85,0.00,0.00 -"01-MAR-2022 13:55",1.00,"MAT1101 MAT0","4089922724",1.58,1.66,1.57 -"01-MAR-2022 13:55",1.00,"MKE1101 MKE1","3541684146",3.49,0.00,0.00 -"01-MAR-2022 13:55",1.00,"MTI2201 MTI0","38486",10.58,0.54,0.62 -"01-MAR-2022 13:55",1.00,"NAP2201 NAP0","173763612",11.50,0.00,0.00 -"01-MAR-2022 13:55",1.00,"NAP2202 NTM0","38486",7.00,0.00,0.00 -"01-MAR-2022 13:55",1.00,"NMA0331 WHL0","38481",0.57,0.00,0.00 -"01-MAR-2022 13:55",1.00,"NSY0331 PAE0","4089922724",0.29,0.00,0.00 -"01-MAR-2022 13:55",1.00,"OHA2201 OHA0","38481",9.17,0.00,0.00 -"01-MAR-2022 13:55",1.00,"OHB2201 OHB0","38481",8.50,0.00,0.00 -"01-MAR-2022 13:55",1.00,"OHC2201 OHC0","38481",8.50,0.00,0.00 -"01-MAR-2022 13:55",1.00,"OHK2201 OHK0","38486",5.75,0.25,0.63 -"01-MAR-2022 13:55",1.00,"PEN0331","38552",0.00,0.00,1.93 -"01-MAR-2022 13:55",1.00,"PPI2201 PPI0","38433",3.17,0.00,0.00 -"01-MAR-2022 13:55",1.00,"ROT1101 WHE0","4089922724",0.54,0.22,0.43 -"01-MAR-2022 13:55",1.00,"ROX1101 ROX0","38433",3.33,0.17,0.17 -"01-MAR-2022 13:55",1.00,"ROX2201 ROX0","38433",16.67,0.58,0.58 -"01-MAR-2022 13:55",1.00,"SFD0331","38433",0.00,1.02,0.80 -"01-MAR-2022 13:55",1.00,"SFD2201 SPL0","38433",2.50,0.00,0.00 -"01-MAR-2022 13:55",1.00,"STK0661 COB0","4089922724",2.67,0.00,0.00 -"01-MAR-2022 13:55",1.00,"TGA0331 KMI0","4089922724",0.50,0.00,0.00 -"01-MAR-2022 13:55",1.00,"THI2201 THI1","38433",6.58,0.00,0.00 -"01-MAR-2022 13:55",1.00,"THI2201 THI2","38433",6.83,0.00,0.00 -"01-MAR-2022 13:55",1.00,"TKA0111 TKA1","38459",2.08,0.00,0.00 -"01-MAR-2022 13:55",1.00,"TKB2201 TKB1","38459",12.08,0.00,0.00 -"01-MAR-2022 13:55",1.00,"TKU2201 TKU0","38459",0.00,1.75,6.71 -"01-MAR-2022 13:55",1.00,"TUI1101 KTW0","38459",1.50,0.00,0.00 -"01-MAR-2022 13:55",1.00,"TUI1101 PRI0","38459",1.83,0.00,0.00 -"01-MAR-2022 13:55",1.00,"TUI1101 TUI0","38459",2.92,0.03,0.42 -"01-MAR-2022 13:55",1.00,"TWC2201 NZW0","38500",0.19,0.00,0.00 -"01-MAR-2022 13:55",1.00,"TWC2201 TWF0","4089922724",1.19,0.00,0.00 -"01-MAR-2022 13:55",1.00,"TWH0331 TRC1","38433",3.33,0.00,0.00 -"01-MAR-2022 13:55",1.00,"TWH0331 TUK0","38481",0.24,0.00,0.00 -"01-MAR-2022 13:55",1.00,"WGN0331","38454",0.00,10.42,11.67 -"01-MAR-2022 13:55",1.00,"WIL0331","38481",0.00,0.01,0.01 -"01-MAR-2022 13:55",1.00,"WKM2201 MOK0","38547",3.75,0.00,0.00 -"01-MAR-2022 13:55",1.00,"WKM2201 WKM0","38486",7.00,0.06,0.06 -"01-MAR-2022 13:55",1.00,"WPA2201 WPA0","38486",2.75,0.03,0.06 -"01-MAR-2022 13:55",1.00,"WRK0331 RKA0","38486",0.69,0.00,0.00 -"01-MAR-2022 13:55",1.00,"WRK0331 TAA0","38433",1.92,0.00,0.00 -"01-MAR-2022 13:55",1.00,"WRK2201 WRK0","38433",9.42,0.00,0.00 -"01-MAR-2022 13:55",1.00,"WTK0111 WTK0","38481",5.00,0.00,0.00 -"01-MAR-2022 13:55",1.00,"WVY1101 WPP0","38459",1.55,0.00,0.00 -"01-MAR-2022 13:55",1.00,"WWD1102 WWD0","38481",0.00,0.00,0.00 -"01-MAR-2022 13:55",1.00,"WWD1103 WWD0","38481",0.01,0.00,0.00 diff --git a/Output/Test_Run_All/Test_Run_All_OfferResults_TP.csv b/Output/Test_Run_All/Test_Run_All_OfferResults_TP.csv deleted file mode 100644 index 55c5d06..0000000 --- a/Output/Test_Run_All/Test_Run_All_OfferResults_TP.csv +++ /dev/null @@ -1,6428 +0,0 @@ -"DateTime","Offer","Generation (MW)","FIR (MW)","SIR (MW)" -"15-OCT-2022 00:00","ARA2201 ARA0",72.000,0.023,3.000 -"15-OCT-2022 00:00","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 00:00","ARI1101 ARI0",69.000,2.000,2.967 -"15-OCT-2022 00:00","ARI1102 ARI0",60.000,1.000,0.103 -"15-OCT-2022 00:00","ASB0661 HBK0",7.500,0.000,0.000 -"15-OCT-2022 00:00","ATI2201 ATI0",68.000,2.000,4.000 -"15-OCT-2022 00:00","AVI2201 AVI0",144.675,4.763,0.000 -"15-OCT-2022 00:00","BEN2202 BEN0",359.659,11.840,0.000 -"15-OCT-2022 00:00","BOB1101",0.000,1.273,2.925 -"15-OCT-2022 00:00","BPE0331",0.000,0.000,0.000 -"15-OCT-2022 00:00","BPE0331 TWF0",11.918,0.000,0.000 -"15-OCT-2022 00:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 00:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 00:00","CPK0331",0.000,0.000,2.749 -"15-OCT-2022 00:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 00:00","CYD2201 CYD0",0.020,0.000,0.000 -"15-OCT-2022 00:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 00:00","HAM0331",0.000,0.000,6.300 -"15-OCT-2022 00:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 00:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 00:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 00:00","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 00:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 00:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 00:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 00:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 00:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 00:00","HWB0331 MAH0",7.385,0.000,0.000 -"15-OCT-2022 00:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 00:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 00:00","ISL0661",0.000,0.000,0.000 -"15-OCT-2022 00:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 00:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 00:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 00:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 00:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 00:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 00:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 00:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 00:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 00:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 00:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 00:00","LTN0331 TWF0",13.724,0.000,0.000 -"15-OCT-2022 00:00","LTN2201 TUR0",66.749,0.000,0.000 -"15-OCT-2022 00:00","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 00:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 00:00","MAT1101 MAT0",76.000,0.000,0.000 -"15-OCT-2022 00:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 00:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 00:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 00:00","MTI2201 MTI0",150.000,0.000,30.000 -"15-OCT-2022 00:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 00:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 00:00","NMA0331 WHL0",0.000,0.000,0.000 -"15-OCT-2022 00:00","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 00:00","OHA2201 OHA0",162.796,4.227,5.398 -"15-OCT-2022 00:00","OHB2201 OHB0",176.506,4.585,0.000 -"15-OCT-2022 00:00","OHC2201 OHC0",147.162,4.585,0.000 -"15-OCT-2022 00:00","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 00:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 00:00","PEN0331",0.000,0.000,9.020 -"15-OCT-2022 00:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 00:00","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 00:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 00:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 00:00","RPO2201 RPO0",102.000,0.000,18.000 -"15-OCT-2022 00:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 00:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 00:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 00:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 00:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 00:00","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 00:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 00:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 00:00","TKA0111 TKA1",23.000,0.001,0.000 -"15-OCT-2022 00:00","TKB2201 TKB1",146.000,0.001,0.000 -"15-OCT-2022 00:00","TKU2201 TKU0",126.000,0.000,0.000 -"15-OCT-2022 00:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 00:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 00:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 00:00","TWC2201 NZW0",9.088,0.000,0.000 -"15-OCT-2022 00:00","TWC2201 TWF0",30.009,0.000,0.000 -"15-OCT-2022 00:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 00:00","TWH0331 TUK0",59.530,0.000,0.000 -"15-OCT-2022 00:00","WDV1101 TAP0",35.042,0.000,0.000 -"15-OCT-2022 00:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 00:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 00:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 00:00","WIL0331 MCK0",8.834,0.000,0.000 -"15-OCT-2022 00:00","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 00:00","WKM2201 WKM0",112.000,1.000,0.000 -"15-OCT-2022 00:00","WPA2201 WPA0",42.000,0.000,1.000 -"15-OCT-2022 00:00","WRK0331 RKA0",31.000,0.000,0.000 -"15-OCT-2022 00:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 00:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 00:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 00:00","WVY1101 WPP0",49.447,0.000,0.000 -"15-OCT-2022 00:00","WWD1102 WWD0",6.910,0.000,0.000 -"15-OCT-2022 00:00","WWD1103 WWD0",5.157,0.000,0.000 -"15-OCT-2022 00:30","ARA2201 ARA0",72.000,1.000,3.000 -"15-OCT-2022 00:30","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 00:30","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 00:30","ARI1102 ARI0",60.000,0.000,3.000 -"15-OCT-2022 00:30","ASB0661 HBK0",7.500,0.000,0.000 -"15-OCT-2022 00:30","ATI2201 ATI0",68.000,0.000,0.000 -"15-OCT-2022 00:30","AVI2201 AVI0",136.831,4.763,0.000 -"15-OCT-2022 00:30","BEN2202 BEN0",340.159,11.840,15.786 -"15-OCT-2022 00:30","BOB1101",0.000,1.139,2.618 -"15-OCT-2022 00:30","BPE0331",0.000,0.000,0.000 -"15-OCT-2022 00:30","BPE0331 TWF0",10.204,0.000,0.000 -"15-OCT-2022 00:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 00:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 00:30","CPK0331",0.000,0.000,0.000 -"15-OCT-2022 00:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 00:30","CYD2201 CYD0",0.020,0.000,0.000 -"15-OCT-2022 00:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 00:30","HAM0331",0.000,0.000,0.000 -"15-OCT-2022 00:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 00:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 00:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 00:30","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 00:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 00:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 00:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 00:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 00:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 00:30","HWB0331 MAH0",6.525,0.000,0.000 -"15-OCT-2022 00:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 00:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 00:30","ISL0661",0.000,0.000,0.000 -"15-OCT-2022 00:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 00:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 00:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 00:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 00:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 00:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 00:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 00:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 00:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 00:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 00:30","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 00:30","LTN0331 TWF0",12.987,0.000,0.000 -"15-OCT-2022 00:30","LTN2201 TUR0",60.694,0.000,0.000 -"15-OCT-2022 00:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 00:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 00:30","MAT1101 MAT0",72.600,0.000,0.000 -"15-OCT-2022 00:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 00:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 00:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 00:30","MTI2201 MTI0",164.000,0.000,21.000 -"15-OCT-2022 00:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 00:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 00:30","NMA0331 WHL0",0.287,0.000,0.000 -"15-OCT-2022 00:30","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 00:30","OHA2201 OHA0",136.189,4.227,5.638 -"15-OCT-2022 00:30","OHB2201 OHB0",176.506,4.585,6.113 -"15-OCT-2022 00:30","OHC2201 OHC0",131.716,4.585,5.489 -"15-OCT-2022 00:30","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 00:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 00:30","PEN0331",0.000,0.000,0.000 -"15-OCT-2022 00:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 00:30","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 00:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 00:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 00:30","RPO2201 RPO0",102.000,10.389,8.636 -"15-OCT-2022 00:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 00:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 00:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 00:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 00:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 00:30","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 00:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 00:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 00:30","TKA0111 TKA1",23.000,0.001,0.000 -"15-OCT-2022 00:30","TKB2201 TKB1",146.000,0.001,0.000 -"15-OCT-2022 00:30","TKU2201 TKU0",79.000,0.000,0.000 -"15-OCT-2022 00:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 00:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 00:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 00:30","TWC2201 NZW0",5.320,0.000,0.000 -"15-OCT-2022 00:30","TWC2201 TWF0",26.349,0.000,0.000 -"15-OCT-2022 00:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 00:30","TWH0331 TUK0",59.941,0.000,0.000 -"15-OCT-2022 00:30","WDV1101 TAP0",32.201,0.000,0.000 -"15-OCT-2022 00:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 00:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 00:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 00:30","WIL0331 MCK0",9.515,0.000,0.000 -"15-OCT-2022 00:30","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 00:30","WKM2201 WKM0",84.000,0.000,0.000 -"15-OCT-2022 00:30","WPA2201 WPA0",42.000,0.000,0.000 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01:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 01:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 01:00","CPK0331",0.000,0.000,2.131 -"15-OCT-2022 01:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 01:00","CYD2201 CYD0",0.020,0.000,0.000 -"15-OCT-2022 01:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 01:00","HAM0331",0.000,0.000,3.059 -"15-OCT-2022 01:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 01:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 01:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 01:00","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 01:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 01:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 01:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 01:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 01:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 01:00","HWB0331 MAH0",5.445,0.000,0.000 -"15-OCT-2022 01:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 01:00","ISL0331",0.000,0.000,0.000 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MKE1",0.000,0.000,0.000 -"15-OCT-2022 01:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 01:00","MTI2201 MTI0",154.000,0.000,22.000 -"15-OCT-2022 01:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 01:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 01:00","NMA0331 WHL0",2.920,0.000,0.000 -"15-OCT-2022 01:00","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 01:00","OHA2201 OHA0",115.982,4.227,5.638 -"15-OCT-2022 01:00","OHB2201 OHB0",146.374,4.585,6.113 -"15-OCT-2022 01:00","OHC2201 OHC0",125.748,2.277,6.113 -"15-OCT-2022 01:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 01:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 01:00","PEN0331",0.000,0.000,6.055 -"15-OCT-2022 01:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 01:00","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 01:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 01:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 01:00","RPO2201 RPO0",102.000,0.000,0.000 -"15-OCT-2022 01:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 01:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 01:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 01:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 01:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 01:00","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 01:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 01:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 01:00","TKA0111 TKA1",23.000,0.000,3.000 -"15-OCT-2022 01:00","TKB2201 TKB1",146.000,0.000,3.400 -"15-OCT-2022 01:00","TKU2201 TKU0",79.000,0.000,0.000 -"15-OCT-2022 01:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 01:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 01:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 01:00","TWC2201 NZW0",5.970,0.000,0.000 -"15-OCT-2022 01:00","TWC2201 TWF0",24.376,0.000,0.000 -"15-OCT-2022 01:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 01:00","TWH0331 TUK0",64.197,0.000,0.000 -"15-OCT-2022 01:00","WDV1101 TAP0",33.174,0.000,0.000 -"15-OCT-2022 01:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 01:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 01:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 01:00","WIL0331 MCK0",9.146,0.000,0.000 -"15-OCT-2022 01:00","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 01:00","WKM2201 WKM0",84.000,0.000,0.000 -"15-OCT-2022 01:00","WPA2201 WPA0",42.000,0.000,0.000 -"15-OCT-2022 01:00","WRK0331 RKA0",31.000,0.000,0.000 -"15-OCT-2022 01:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 01:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 01:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 01:00","WVY1101 WPP0",55.975,0.000,0.000 -"15-OCT-2022 01:00","WWD1102 WWD0",4.314,0.000,0.000 -"15-OCT-2022 01:00","WWD1103 WWD0",4.653,0.000,0.000 -"15-OCT-2022 01:30","ARA2201 ARA0",72.000,0.000,0.733 -"15-OCT-2022 01:30","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 01:30","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 01:30","ARI1102 ARI0",60.000,0.000,3.000 -"15-OCT-2022 01:30","ASB0661 HBK0",7.500,0.000,0.000 -"15-OCT-2022 01:30","ATI2201 ATI0",68.000,0.000,0.000 -"15-OCT-2022 01:30","AVI2201 AVI0",132.127,4.763,6.350 -"15-OCT-2022 01:30","BEN2202 BEN0",328.464,11.840,15.786 -"15-OCT-2022 01:30","BOB1101",0.000,1.009,2.319 -"15-OCT-2022 01:30","BPE0331",0.000,7.790,7.790 -"15-OCT-2022 01:30","BPE0331 TWF0",9.017,0.000,0.000 -"15-OCT-2022 01:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 01:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 01:30","CPK0331",0.000,0.000,0.000 -"15-OCT-2022 01:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 01:30","CYD2201 CYD0",0.020,0.000,0.000 -"15-OCT-2022 01:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 01:30","HAM0331",0.000,0.000,0.000 -"15-OCT-2022 01:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 01:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 01:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 01:30","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 01:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 01:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 01:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 01:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 01:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 01:30","HWB0331 MAH0",4.302,0.000,0.000 -"15-OCT-2022 01:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 01:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 01:30","ISL0661",0.000,2.880,2.880 -"15-OCT-2022 01:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 01:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 01:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 01:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 01:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 01:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 01:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 01:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 01:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 01:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 01:30","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 01:30","LTN0331 TWF0",10.870,0.000,0.000 -"15-OCT-2022 01:30","LTN2201 TUR0",54.434,0.000,0.000 -"15-OCT-2022 01:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 01:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 01:30","MAT1101 MAT0",65.300,0.000,0.000 -"15-OCT-2022 01:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 01:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 01:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 01:30","MTI2201 MTI0",154.000,0.000,22.000 -"15-OCT-2022 01:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 01:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 01:30","NMA0331 WHL0",12.601,0.000,0.000 -"15-OCT-2022 01:30","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 01:30","OHA2201 OHA0",117.309,4.227,5.638 -"15-OCT-2022 01:30","OHB2201 OHB0",127.187,4.585,6.113 -"15-OCT-2022 01:30","OHC2201 OHC0",127.187,2.087,6.113 -"15-OCT-2022 01:30","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 01:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 01:30","PEN0331",0.000,0.000,0.000 -"15-OCT-2022 01:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 01:30","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 01:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 01:30","ROX2201 ROX0",80.001,0.000,0.000 -"15-OCT-2022 01:30","RPO2201 RPO0",102.000,0.000,0.000 -"15-OCT-2022 01:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 01:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 01:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 01:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 01:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 01:30","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 01:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 01:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 01:30","TKA0111 TKA1",20.000,2.200,3.000 -"15-OCT-2022 01:30","TKB2201 TKB1",118.485,1.000,3.400 -"15-OCT-2022 01:30","TKU2201 TKU0",79.000,0.000,0.000 -"15-OCT-2022 01:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 01:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 01:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 01:30","TWC2201 NZW0",5.278,0.000,0.000 -"15-OCT-2022 01:30","TWC2201 TWF0",24.634,0.000,0.000 -"15-OCT-2022 01:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 01:30","TWH0331 TUK0",62.445,0.000,0.000 -"15-OCT-2022 01:30","WDV1101 TAP0",29.131,0.000,0.000 -"15-OCT-2022 01:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 01:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 01:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 01:30","WIL0331 MCK0",7.991,0.000,0.000 -"15-OCT-2022 01:30","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 01:30","WKM2201 WKM0",84.000,0.000,0.000 -"15-OCT-2022 01:30","WPA2201 WPA0",42.000,0.000,0.000 -"15-OCT-2022 01:30","WRK0331 RKA0",31.000,0.000,0.000 -"15-OCT-2022 01:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 01:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 01:30","WTK0111 WTK0",75.000,0.000,0.000 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CYD0",0.020,0.000,0.000 -"15-OCT-2022 02:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 02:00","HAM0331",0.000,0.000,0.000 -"15-OCT-2022 02:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 02:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 02:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 02:00","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 02:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 02:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 02:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 02:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 02:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 02:00","HWB0331 MAH0",3.017,0.000,0.000 -"15-OCT-2022 02:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 02:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 02:00","ISL0661",0.000,2.840,2.840 -"15-OCT-2022 02:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 02:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 02:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 02:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 02:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 02:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 02:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 02:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 02:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 02:00","KPO1101 KPO0",52.963,0.000,0.000 -"15-OCT-2022 02:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 02:00","LTN0331 TWF0",14.492,0.000,0.000 -"15-OCT-2022 02:00","LTN2201 TUR0",54.453,0.000,0.000 -"15-OCT-2022 02:00","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 02:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 02:00","MAT1101 MAT0",60.600,0.000,0.000 -"15-OCT-2022 02:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 02:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 02:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 02:00","MTI2201 MTI0",121.000,0.000,0.000 -"15-OCT-2022 02:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 02:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 02:00","NMA0331 WHL0",15.405,0.000,0.000 -"15-OCT-2022 02:00","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 02:00","OHA2201 OHA0",115.494,4.227,5.638 -"15-OCT-2022 02:00","OHB2201 OHB0",125.220,4.585,6.113 -"15-OCT-2022 02:00","OHC2201 OHC0",125.220,4.071,6.113 -"15-OCT-2022 02:00","OHK2201 OHK0",69.000,0.000,0.000 -"15-OCT-2022 02:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 02:00","PEN0331",0.000,0.000,0.000 -"15-OCT-2022 02:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 02:00","ROT1101 WHE0",15.000,0.000,0.000 -"15-OCT-2022 02:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 02:00","ROX2201 ROX0",80.001,0.000,0.000 -"15-OCT-2022 02:00","RPO2201 RPO0",102.000,0.000,16.167 -"15-OCT-2022 02:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 02:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 02:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 02:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 02:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 02:00","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 02:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 02:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 02:00","TKA0111 TKA1",20.000,2.200,3.000 -"15-OCT-2022 02:00","TKB2201 TKB1",112.000,1.000,3.400 -"15-OCT-2022 02:00","TKU2201 TKU0",79.000,0.000,0.000 -"15-OCT-2022 02:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 02:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 02:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 02:00","TWC2201 NZW0",8.249,0.000,0.000 -"15-OCT-2022 02:00","TWC2201 TWF0",34.547,0.000,0.000 -"15-OCT-2022 02:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 02:00","TWH0331 TUK0",62.481,0.000,0.000 -"15-OCT-2022 02:00","WDV1101 TAP0",39.999,0.000,0.000 -"15-OCT-2022 02:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 02:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 02:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 02:00","WIL0331 MCK0",11.116,0.000,0.000 -"15-OCT-2022 02:00","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 02:00","WKM2201 WKM0",84.000,0.000,0.000 -"15-OCT-2022 02:00","WPA2201 WPA0",33.000,0.000,0.000 -"15-OCT-2022 02:00","WRK0331 RKA0",31.000,0.000,0.000 -"15-OCT-2022 02:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 02:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 02:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 02:00","WVY1101 WPP0",53.815,0.000,0.000 -"15-OCT-2022 02:00","WWD1102 WWD0",5.848,0.000,0.000 -"15-OCT-2022 02:00","WWD1103 WWD0",3.647,0.000,0.000 -"15-OCT-2022 02:30","ARA2201 ARA0",47.000,0.000,0.000 -"15-OCT-2022 02:30","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 02:30","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 02:30","ARI1102 ARI0",60.000,0.000,0.529 -"15-OCT-2022 02:30","ASB0661 HBK0",7.500,0.000,0.000 -"15-OCT-2022 02:30","ATI2201 ATI0",34.000,0.000,0.000 -"15-OCT-2022 02:30","AVI2201 AVI0",129.201,4.763,6.350 -"15-OCT-2022 02:30","BEN2202 BEN0",321.190,11.840,15.786 -"15-OCT-2022 02:30","BOB1101",0.000,0.913,2.097 -"15-OCT-2022 02:30","BPE0331",0.000,7.630,7.630 -"15-OCT-2022 02:30","BPE0331 TWF0",16.387,0.000,0.000 -"15-OCT-2022 02:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 02:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 02:30","CPK0331",0.000,0.000,0.000 -"15-OCT-2022 02:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 02:30","CYD2201 CYD0",0.020,0.000,0.000 -"15-OCT-2022 02:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 02:30","HAM0331",0.000,0.000,0.000 -"15-OCT-2022 02:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 02:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 02:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 02:30","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 02:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 02:30","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 02:30","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 02:30","HWA1101 PTA3",9.000,0.000,0.000 -"15-OCT-2022 02:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 02:30","HWB0331 MAH0",2.486,0.000,0.000 -"15-OCT-2022 02:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 02:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 02:30","ISL0661",0.000,2.820,2.820 -"15-OCT-2022 02:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 02:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 02:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 02:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 02:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 02:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 02:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 02:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 02:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 02:30","KPO1101 KPO0",44.000,0.000,0.000 -"15-OCT-2022 02:30","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 02:30","LTN0331 TWF0",18.167,0.000,0.000 -"15-OCT-2022 02:30","LTN2201 TUR0",79.132,0.000,0.000 -"15-OCT-2022 02:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 02:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 02:30","MAT1101 MAT0",54.800,0.000,0.000 -"15-OCT-2022 02:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 02:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 02:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 02:30","MTI2201 MTI0",121.000,0.000,22.000 -"15-OCT-2022 02:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 02:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 02:30","NMA0331 WHL0",19.157,0.000,0.000 -"15-OCT-2022 02:30","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 02:30","OHA2201 OHA0",114.710,4.227,5.638 -"15-OCT-2022 02:30","OHB2201 OHB0",124.371,4.585,6.113 -"15-OCT-2022 02:30","OHC2201 OHC0",124.371,4.272,6.113 -"15-OCT-2022 02:30","OHK2201 OHK0",46.000,0.000,4.646 -"15-OCT-2022 02:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 02:30","PEN0331",0.000,0.000,0.000 -"15-OCT-2022 02:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 02:30","ROT1101 WHE0",15.000,0.000,0.000 -"15-OCT-2022 02:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 02:30","ROX2201 ROX0",80.001,0.000,0.000 -"15-OCT-2022 02:30","RPO2201 RPO0",102.000,0.000,0.000 -"15-OCT-2022 02:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 02:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 02:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 02:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 02:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 02:30","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 02:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 02:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 02:30","TKA0111 TKA1",20.000,2.200,3.000 -"15-OCT-2022 02:30","TKB2201 TKB1",112.000,1.000,3.400 -"15-OCT-2022 02:30","TKU2201 TKU0",40.000,0.000,0.000 -"15-OCT-2022 02:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 02:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 02:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 02:30","TWC2201 NZW0",15.507,0.000,0.000 -"15-OCT-2022 02:30","TWC2201 TWF0",53.957,0.000,0.000 -"15-OCT-2022 02:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 02:30","TWH0331 TUK0",61.991,0.000,0.000 -"15-OCT-2022 02:30","WDV1101 TAP0",50.910,0.000,0.000 -"15-OCT-2022 02:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 02:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 02:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 02:30","WIL0331 MCK0",9.526,0.000,0.000 -"15-OCT-2022 02:30","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 02:30","WKM2201 WKM0",84.000,0.000,0.000 -"15-OCT-2022 02:30","WPA2201 WPA0",28.617,0.000,0.000 -"15-OCT-2022 02:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 02:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 02:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 02:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 02:30","WVY1101 WPP0",52.048,0.000,0.000 -"15-OCT-2022 02:30","WWD1102 WWD0",8.075,0.000,0.000 -"15-OCT-2022 02:30","WWD1103 WWD0",4.328,0.000,0.000 -"15-OCT-2022 03:00","ARA2201 ARA0",47.000,0.000,1.974 -"15-OCT-2022 03:00","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 03:00","ARI1101 ARI0",69.000,1.000,0.000 -"15-OCT-2022 03:00","ARI1102 ARI0",40.000,0.000,2.000 -"15-OCT-2022 03:00","ASB0661 HBK0",7.500,0.000,0.000 -"15-OCT-2022 03:00","ATI2201 ATI0",34.000,0.000,0.000 -"15-OCT-2022 03:00","AVI2201 AVI0",124.847,4.763,6.350 -"15-OCT-2022 03:00","BEN2202 BEN0",310.367,11.840,15.786 -"15-OCT-2022 03:00","BOB1101",0.000,0.866,1.989 -"15-OCT-2022 03:00","BPE0331",0.000,7.490,7.490 -"15-OCT-2022 03:00","BPE0331 TWF0",16.684,0.000,0.000 -"15-OCT-2022 03:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 03:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 03:00","CPK0331",0.000,0.000,0.000 -"15-OCT-2022 03:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 03:00","CYD2201 CYD0",0.020,0.000,0.000 -"15-OCT-2022 03:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 03:00","HAM0331",0.000,0.000,0.000 -"15-OCT-2022 03:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 03:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 03:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 03:00","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 03:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 03:00","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 03:00","HWA1101 PTA2",4.158,0.000,0.000 -"15-OCT-2022 03:00","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 03:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 03:00","HWB0331 MAH0",1.915,0.000,0.000 -"15-OCT-2022 03:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 03:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 03:00","ISL0661",0.000,2.770,2.770 -"15-OCT-2022 03:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 03:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 03:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 03:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 03:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 03:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 03:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 03:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 03:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 03:00","KPO1101 KPO0",44.000,0.000,0.000 -"15-OCT-2022 03:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 03:00","LTN0331 TWF0",20.926,0.000,0.000 -"15-OCT-2022 03:00","LTN2201 TUR0",93.411,0.000,0.000 -"15-OCT-2022 03:00","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 03:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 03:00","MAT1101 MAT0",48.100,0.000,0.000 -"15-OCT-2022 03:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 03:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 03:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 03:00","MTI2201 MTI0",121.000,1.201,18.853 -"15-OCT-2022 03:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 03:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 03:00","NMA0331 WHL0",17.460,0.000,0.000 -"15-OCT-2022 03:00","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 03:00","OHA2201 OHA0",110.845,4.227,5.638 -"15-OCT-2022 03:00","OHB2201 OHB0",120.180,4.585,6.113 -"15-OCT-2022 03:00","OHC2201 OHC0",120.180,4.585,6.113 -"15-OCT-2022 03:00","OHK2201 OHK0",46.000,0.000,4.646 -"15-OCT-2022 03:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 03:00","PEN0331",0.000,0.000,0.000 -"15-OCT-2022 03:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 03:00","ROT1101 WHE0",15.000,0.000,0.000 -"15-OCT-2022 03:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 03:00","ROX2201 ROX0",80.001,0.000,0.000 -"15-OCT-2022 03:00","RPO2201 RPO0",102.000,0.000,0.000 -"15-OCT-2022 03:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 03:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 03:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 03:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 03:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 03:00","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 03:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 03:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 03:00","TKA0111 TKA1",20.000,2.200,3.000 -"15-OCT-2022 03:00","TKB2201 TKB1",112.000,1.000,3.400 -"15-OCT-2022 03:00","TKU2201 TKU0",40.000,0.000,0.000 -"15-OCT-2022 03:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 03:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 03:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 03:00","TWC2201 NZW0",21.130,0.000,0.000 -"15-OCT-2022 03:00","TWC2201 TWF0",59.124,0.000,0.000 -"15-OCT-2022 03:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 03:00","TWH0331 TUK0",58.691,0.000,0.000 -"15-OCT-2022 03:00","WDV1101 TAP0",60.488,0.000,0.000 -"15-OCT-2022 03:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 03:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 03:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 03:00","WIL0331 MCK0",11.461,0.000,0.000 -"15-OCT-2022 03:00","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 03:00","WKM2201 WKM0",84.000,1.000,0.000 -"15-OCT-2022 03:00","WPA2201 WPA0",27.000,0.000,0.000 -"15-OCT-2022 03:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 03:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 03:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 03:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 03:00","WVY1101 WPP0",53.119,0.000,0.000 -"15-OCT-2022 03:00","WWD1102 WWD0",8.274,0.000,0.000 -"15-OCT-2022 03:00","WWD1103 WWD0",6.183,0.000,0.000 -"15-OCT-2022 03:30","ARA2201 ARA0",21.455,0.000,0.000 -"15-OCT-2022 03:30","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 03:30","ARI1101 ARI0",69.000,0.275,0.996 -"15-OCT-2022 03:30","ARI1102 ARI0",40.000,0.000,0.000 -"15-OCT-2022 03:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 03:30","ATI2201 ATI0",34.000,0.000,0.000 -"15-OCT-2022 03:30","AVI2201 AVI0",128.949,4.763,6.350 -"15-OCT-2022 03:30","BEN2202 BEN0",320.564,11.840,15.786 -"15-OCT-2022 03:30","BOB1101",0.000,0.858,1.971 -"15-OCT-2022 03:30","BPE0331",0.000,7.380,7.380 -"15-OCT-2022 03:30","BPE0331 TWF0",18.536,0.000,0.000 -"15-OCT-2022 03:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 03:30","COL0661 COL0",26.047,0.000,0.000 -"15-OCT-2022 03:30","CPK0331",0.000,0.000,0.000 -"15-OCT-2022 03:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 03:30","CYD2201 CYD0",0.020,0.000,0.000 -"15-OCT-2022 03:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 03:30","HAM0331",0.000,3.200,0.000 -"15-OCT-2022 03:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 03:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 03:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 03:30","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 03:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 03:30","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 03:30","HWA1101 PTA2",0.000,0.000,0.000 -"15-OCT-2022 03:30","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 03:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 03:30","HWB0331 MAH0",2.833,0.000,0.000 -"15-OCT-2022 03:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 03:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 03:30","ISL0661",0.000,2.730,2.730 -"15-OCT-2022 03:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 03:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 03:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 03:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 03:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 03:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 03:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 03:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 03:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 03:30","KPO1101 KPO0",44.000,0.000,0.000 -"15-OCT-2022 03:30","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 03:30","LTN0331 TWF0",21.932,0.000,0.000 -"15-OCT-2022 03:30","LTN2201 TUR0",103.582,0.000,0.000 -"15-OCT-2022 03:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 03:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 03:30","MAT1101 MAT0",41.800,0.000,0.000 -"15-OCT-2022 03:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 03:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 03:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 03:30","MTI2201 MTI0",121.000,0.000,22.000 -"15-OCT-2022 03:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 03:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 03:30","NMA0331 WHL0",19.463,0.000,0.000 -"15-OCT-2022 03:30","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 03:30","OHA2201 OHA0",114.488,4.227,5.638 -"15-OCT-2022 03:30","OHB2201 OHB0",124.128,4.585,6.113 -"15-OCT-2022 03:30","OHC2201 OHC0",124.128,4.585,6.113 -"15-OCT-2022 03:30","OHK2201 OHK0",46.000,0.000,4.646 -"15-OCT-2022 03:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 03:30","PEN0331",0.000,0.000,0.000 -"15-OCT-2022 03:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 03:30","ROT1101 WHE0",15.000,0.000,0.000 -"15-OCT-2022 03:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 03:30","ROX2201 ROX0",80.001,0.000,0.000 -"15-OCT-2022 03:30","RPO2201 RPO0",102.000,0.000,0.000 -"15-OCT-2022 03:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 03:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 03:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 03:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 03:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 03:30","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 03:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 03:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 03:30","TKA0111 TKA1",20.000,2.200,3.000 -"15-OCT-2022 03:30","TKB2201 TKB1",112.000,1.000,3.400 -"15-OCT-2022 03:30","TKU2201 TKU0",40.000,0.000,0.000 -"15-OCT-2022 03:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 03:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 03:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 03:30","TWC2201 NZW0",19.609,0.000,0.000 -"15-OCT-2022 03:30","TWC2201 TWF0",51.359,0.000,0.000 -"15-OCT-2022 03:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 03:30","TWH0331 TUK0",55.760,0.000,0.000 -"15-OCT-2022 03:30","WDV1101 TAP0",58.323,0.000,0.000 -"15-OCT-2022 03:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 03:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 03:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 03:30","WIL0331 MCK0",11.253,0.000,0.000 -"15-OCT-2022 03:30","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 03:30","WKM2201 WKM0",84.000,0.000,0.000 -"15-OCT-2022 03:30","WPA2201 WPA0",27.000,0.000,0.000 -"15-OCT-2022 03:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 03:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 03:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 03:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 03:30","WVY1101 WPP0",46.179,0.000,0.000 -"15-OCT-2022 03:30","WWD1102 WWD0",11.213,0.000,0.000 -"15-OCT-2022 03:30","WWD1103 WWD0",6.771,0.000,0.000 -"15-OCT-2022 04:00","ARA2201 ARA0",47.000,0.000,0.000 -"15-OCT-2022 04:00","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 04:00","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 04:00","ARI1102 ARI0",58.161,0.000,0.000 -"15-OCT-2022 04:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 04:00","ATI2201 ATI0",34.000,0.000,0.000 -"15-OCT-2022 04:00","AVI2201 AVI0",132.448,4.763,6.350 -"15-OCT-2022 04:00","BEN2202 BEN0",329.264,11.840,15.786 -"15-OCT-2022 04:00","BOB1101",0.000,0.850,1.953 -"15-OCT-2022 04:00","BPE0331",0.000,6.890,6.890 -"15-OCT-2022 04:00","BPE0331 TWF0",14.752,0.000,0.000 -"15-OCT-2022 04:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 04:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 04:00","CPK0331",0.000,0.000,0.000 -"15-OCT-2022 04:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 04:00","CYD2201 CYD0",0.020,0.000,0.000 -"15-OCT-2022 04:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 04:00","HAM0331",0.000,0.000,1.685 -"15-OCT-2022 04:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 04:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 04:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 04:00","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 04:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 04:00","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 04:00","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 04:00","HWA1101 PTA3",9.000,0.000,0.000 -"15-OCT-2022 04:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 04:00","HWB0331 MAH0",1.081,0.000,0.000 -"15-OCT-2022 04:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 04:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 04:00","ISL0661",0.000,2.550,2.550 -"15-OCT-2022 04:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 04:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 04:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 04:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 04:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 04:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 04:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 04:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 04:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 04:00","KPO1101 KPO0",44.000,0.000,0.000 -"15-OCT-2022 04:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 04:00","LTN0331 TWF0",16.880,0.000,0.000 -"15-OCT-2022 04:00","LTN2201 TUR0",97.815,0.000,0.000 -"15-OCT-2022 04:00","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 04:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 04:00","MAT1101 MAT0",35.200,0.000,0.000 -"15-OCT-2022 04:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 04:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 04:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 04:00","MTI2201 MTI0",121.000,9.395,22.000 -"15-OCT-2022 04:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 04:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 04:00","NMA0331 WHL0",15.828,0.000,0.000 -"15-OCT-2022 04:00","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 04:00","OHA2201 OHA0",117.595,4.227,5.638 -"15-OCT-2022 04:00","OHB2201 OHB0",127.497,4.585,6.113 -"15-OCT-2022 04:00","OHC2201 OHC0",127.497,4.585,6.113 -"15-OCT-2022 04:00","OHK2201 OHK0",46.000,0.000,4.646 -"15-OCT-2022 04:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 04:00","PEN0331",0.000,0.000,0.000 -"15-OCT-2022 04:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 04:00","ROT1101 WHE0",15.000,0.000,0.000 -"15-OCT-2022 04:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 04:00","ROX2201 ROX0",80.001,0.000,0.000 -"15-OCT-2022 04:00","RPO2201 RPO0",102.000,0.000,0.000 -"15-OCT-2022 04:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 04:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 04:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 04:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 04:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 04:00","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 04:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 04:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 04:00","TKA0111 TKA1",20.000,2.200,3.000 -"15-OCT-2022 04:00","TKB2201 TKB1",112.000,1.000,3.400 -"15-OCT-2022 04:00","TKU2201 TKU0",40.000,0.000,0.000 -"15-OCT-2022 04:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 04:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 04:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 04:00","TWC2201 NZW0",13.651,0.000,0.000 -"15-OCT-2022 04:00","TWC2201 TWF0",39.751,0.000,0.000 -"15-OCT-2022 04:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 04:00","TWH0331 TUK0",59.079,0.000,0.000 -"15-OCT-2022 04:00","WDV1101 TAP0",38.240,0.000,0.000 -"15-OCT-2022 04:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 04:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 04:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 04:00","WIL0331 MCK0",9.822,0.000,0.000 -"15-OCT-2022 04:00","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 04:00","WKM2201 WKM0",84.000,0.000,0.000 -"15-OCT-2022 04:00","WPA2201 WPA0",27.000,0.000,0.000 -"15-OCT-2022 04:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 04:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 04:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 04:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 04:00","WVY1101 WPP0",37.478,0.000,0.000 -"15-OCT-2022 04:00","WWD1102 WWD0",15.713,0.000,0.000 -"15-OCT-2022 04:00","WWD1103 WWD0",7.590,0.000,0.000 -"15-OCT-2022 04:30","ARA2201 ARA0",47.000,0.658,1.974 -"15-OCT-2022 04:30","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 04:30","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 04:30","ARI1102 ARI0",55.958,0.000,2.798 -"15-OCT-2022 04:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 04:30","ATI2201 ATI0",34.000,2.000,2.652 -"15-OCT-2022 04:30","AVI2201 AVI0",138.342,4.763,6.350 -"15-OCT-2022 04:30","BEN2202 BEN0",343.915,11.840,0.000 -"15-OCT-2022 04:30","BOB1101",0.000,0.842,1.935 -"15-OCT-2022 04:30","BPE0331",0.000,6.100,6.100 -"15-OCT-2022 04:30","BPE0331 TWF0",9.018,0.000,0.000 -"15-OCT-2022 04:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 04:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 04:30","CPK0331",0.000,0.000,1.089 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04:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 04:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 04:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 04:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 04:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 04:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 04:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 04:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 04:30","KPO1101 KPO0",44.000,0.000,8.000 -"15-OCT-2022 04:30","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 04:30","LTN0331 TWF0",13.829,0.000,0.000 -"15-OCT-2022 04:30","LTN2201 TUR0",83.572,0.000,0.000 -"15-OCT-2022 04:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 04:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 04:30","MAT1101 MAT0",32.000,0.000,0.000 -"15-OCT-2022 04:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 04:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 04:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 04:30","MTI2201 MTI0",121.000,1.739,22.000 -"15-OCT-2022 04:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 04:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 04:30","NMA0331 WHL0",15.043,0.000,0.000 -"15-OCT-2022 04:30","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 04:30","OHA2201 OHA0",122.826,4.227,0.000 -"15-OCT-2022 04:30","OHB2201 OHB0",133.170,4.585,0.000 -"15-OCT-2022 04:30","OHC2201 OHC0",133.170,4.585,0.000 -"15-OCT-2022 04:30","OHK2201 OHK0",46.000,1.978,4.646 -"15-OCT-2022 04:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 04:30","PEN0331",0.000,0.000,4.705 -"15-OCT-2022 04:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 04:30","ROT1101 WHE0",15.000,0.000,0.000 -"15-OCT-2022 04:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 04:30","ROX2201 ROX0",80.001,0.000,0.000 -"15-OCT-2022 04:30","RPO2201 RPO0",102.000,0.000,11.888 -"15-OCT-2022 04:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 04:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 04:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 04:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 04:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 04:30","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 04:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 04:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 04:30","TKA0111 TKA1",10.000,2.200,0.000 -"15-OCT-2022 04:30","TKB2201 TKB1",56.000,1.000,1.065 -"15-OCT-2022 04:30","TKU2201 TKU0",79.000,0.000,0.000 -"15-OCT-2022 04:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 04:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 04:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 04:30","TWC2201 NZW0",11.439,0.000,0.000 -"15-OCT-2022 04:30","TWC2201 TWF0",37.177,0.000,0.000 -"15-OCT-2022 04:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 04:30","TWH0331 TUK0",57.654,0.000,0.000 -"15-OCT-2022 04:30","WDV1101 TAP0",29.486,0.000,0.000 -"15-OCT-2022 04:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 04:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 04:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 04:30","WIL0331 MCK0",8.610,0.000,0.000 -"15-OCT-2022 04:30","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 04:30","WKM2201 WKM0",84.000,0.000,0.000 -"15-OCT-2022 04:30","WPA2201 WPA0",27.000,0.000,0.000 -"15-OCT-2022 04:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 04:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 04:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 04:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 04:30","WVY1101 WPP0",36.357,0.000,0.000 -"15-OCT-2022 04:30","WWD1102 WWD0",11.894,0.000,0.000 -"15-OCT-2022 04:30","WWD1103 WWD0",6.870,0.000,0.000 -"15-OCT-2022 05:00","ARA2201 ARA0",47.000,0.658,1.974 -"15-OCT-2022 05:00","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 05:00","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 05:00","ARI1102 ARI0",42.102,0.000,2.105 -"15-OCT-2022 05:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 05:00","ATI2201 ATI0",34.000,0.000,4.012 -"15-OCT-2022 05:00","AVI2201 AVI0",149.125,4.763,6.350 -"15-OCT-2022 05:00","BEN2202 BEN0",370.723,11.840,0.000 -"15-OCT-2022 05:00","BOB1101",0.000,0.834,1.917 -"15-OCT-2022 05:00","BPE0331",0.000,5.650,5.650 -"15-OCT-2022 05:00","BPE0331 TWF0",8.916,0.000,0.000 -"15-OCT-2022 05:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 05:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 05:00","CPK0331",0.000,0.000,1.002 -"15-OCT-2022 05:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 05:00","CYD2201 CYD0",93.000,0.000,0.000 -"15-OCT-2022 05:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 05:00","HAM0331",0.000,2.500,3.100 -"15-OCT-2022 05:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 05:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 05:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 05:00","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 05:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 05:00","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 05:00","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 05:00","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 05:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 05:00","HWB0331 MAH0",0.000,0.000,0.000 -"15-OCT-2022 05:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 05:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 05:00","ISL0661",0.000,2.090,2.090 -"15-OCT-2022 05:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 05:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 05:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 05:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 05:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 05:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 05:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 05:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 05:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 05:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 05:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 05:00","LTN0331 TWF0",14.220,0.000,0.000 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05:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 05:00","ROT1101 WHE0",15.000,0.000,0.000 -"15-OCT-2022 05:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 05:00","ROX2201 ROX0",80.001,0.000,0.000 -"15-OCT-2022 05:00","RPO2201 RPO0",102.000,5.442,18.000 -"15-OCT-2022 05:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 05:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 05:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 05:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 05:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 05:00","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 05:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 05:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 05:00","TKA0111 TKA1",10.000,2.200,0.000 -"15-OCT-2022 05:00","TKB2201 TKB1",56.000,1.000,0.000 -"15-OCT-2022 05:00","TKU2201 TKU0",126.000,0.000,0.000 -"15-OCT-2022 05:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 05:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 05:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 05:00","TWC2201 NZW0",10.130,0.000,0.000 -"15-OCT-2022 05:00","TWC2201 TWF0",35.123,0.000,0.000 -"15-OCT-2022 05:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 05:00","TWH0331 TUK0",59.598,0.000,0.000 -"15-OCT-2022 05:00","WDV1101 TAP0",33.206,0.000,0.000 -"15-OCT-2022 05:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 05:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 05:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 05:00","WIL0331 MCK0",5.883,0.000,0.000 -"15-OCT-2022 05:00","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 05:00","WKM2201 WKM0",84.000,0.000,1.000 -"15-OCT-2022 05:00","WPA2201 WPA0",33.000,0.000,0.990 -"15-OCT-2022 05:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 05:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 05:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 05:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 05:00","WVY1101 WPP0",35.335,0.000,0.000 -"15-OCT-2022 05:00","WWD1102 WWD0",7.128,0.000,0.000 -"15-OCT-2022 05:00","WWD1103 WWD0",5.655,0.000,0.000 -"15-OCT-2022 05:30","ARA2201 ARA0",72.000,1.000,3.000 -"15-OCT-2022 05:30","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 05:30","ARI1101 ARI0",69.000,1.000,2.967 -"15-OCT-2022 05:30","ARI1102 ARI0",60.000,0.000,2.213 -"15-OCT-2022 05:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 05:30","ATI2201 ATI0",51.000,3.000,6.000 -"15-OCT-2022 05:30","AVI2201 AVI0",157.694,4.763,0.000 -"15-OCT-2022 05:30","BEN2202 BEN0",392.024,11.840,0.000 -"15-OCT-2022 05:30","BOB1101",0.000,0.826,1.899 -"15-OCT-2022 05:30","BPE0331",0.000,5.610,5.610 -"15-OCT-2022 05:30","BPE0331 TWF0",6.558,0.000,0.000 -"15-OCT-2022 05:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 05:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 05:30","CPK0331",0.000,0.000,1.615 -"15-OCT-2022 05:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 05:30","CYD2201 CYD0",93.000,0.000,0.000 -"15-OCT-2022 05:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 05:30","HAM0331",0.000,0.000,4.400 -"15-OCT-2022 05:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 05:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 05:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 05:30","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 05:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 05:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 05:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 05:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 05:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 05:30","HWB0331 MAH0",0.000,0.000,0.000 -"15-OCT-2022 05:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 05:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 05:30","ISL0661",0.000,2.070,2.070 -"15-OCT-2022 05:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 05:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 05:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 05:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 05:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 05:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 05:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 05:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 05:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 05:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 05:30","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 05:30","LTN0331 TWF0",12.124,0.000,0.000 -"15-OCT-2022 05:30","LTN2201 TUR0",79.390,0.000,0.000 -"15-OCT-2022 05:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 05:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 05:30","MAT1101 MAT0",32.000,0.000,0.000 -"15-OCT-2022 05:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 05:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 05:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 05:30","MTI2201 MTI0",135.000,0.000,24.975 -"15-OCT-2022 05:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 05:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 05:30","NMA0331 WHL0",10.132,0.000,0.000 -"15-OCT-2022 05:30","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 05:30","OHA2201 OHA0",140.008,4.227,0.000 -"15-OCT-2022 05:30","OHB2201 OHB0",151.799,4.585,0.000 -"15-OCT-2022 05:30","OHC2201 OHC0",151.799,4.585,0.000 -"15-OCT-2022 05:30","OHK2201 OHK0",69.000,2.000,6.969 -"15-OCT-2022 05:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 05:30","PEN0331",0.000,0.000,5.110 -"15-OCT-2022 05:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 05:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 05:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 05:30","ROX2201 ROX0",80.000,0.000,0.000 -"15-OCT-2022 05:30","RPO2201 RPO0",102.000,5.979,18.000 -"15-OCT-2022 05:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 05:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 05:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 05:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 05:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 05:30","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 05:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 05:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 05:30","TKA0111 TKA1",10.000,2.200,0.000 -"15-OCT-2022 05:30","TKB2201 TKB1",56.000,1.000,0.000 -"15-OCT-2022 05:30","TKU2201 TKU0",147.520,0.000,0.000 -"15-OCT-2022 05:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 05:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 05:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 05:30","TWC2201 NZW0",9.991,0.000,0.000 -"15-OCT-2022 05:30","TWC2201 TWF0",27.254,0.000,0.000 -"15-OCT-2022 05:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 05:30","TWH0331 TUK0",59.932,0.000,0.000 -"15-OCT-2022 05:30","WDV1101 TAP0",29.469,0.000,0.000 -"15-OCT-2022 05:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 05:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 05:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 05:30","WIL0331 MCK0",8.528,0.000,0.000 -"15-OCT-2022 05:30","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 05:30","WKM2201 WKM0",84.000,0.000,1.000 -"15-OCT-2022 05:30","WPA2201 WPA0",33.000,0.000,0.990 -"15-OCT-2022 05:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 05:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 05:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 05:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 05:30","WVY1101 WPP0",45.077,0.000,0.000 -"15-OCT-2022 05:30","WWD1102 WWD0",9.088,0.000,0.000 -"15-OCT-2022 05:30","WWD1103 WWD0",5.647,0.000,0.000 -"15-OCT-2022 06:00","ARA2201 ARA0",72.000,0.000,3.000 -"15-OCT-2022 06:00","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 06:00","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 06:00","ARI1102 ARI0",60.000,0.000,3.000 -"15-OCT-2022 06:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 06:00","ATI2201 ATI0",68.000,0.000,6.000 -"15-OCT-2022 06:00","AVI2201 AVI0",167.209,0.000,0.000 -"15-OCT-2022 06:00","BEN2202 BEN0",415.677,9.075,0.000 -"15-OCT-2022 06:00","BOB1101",0.000,0.819,1.881 -"15-OCT-2022 06:00","BPE0331",0.000,5.420,5.420 -"15-OCT-2022 06:00","BPE0331 TWF0",5.787,0.000,0.000 -"15-OCT-2022 06:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 06:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 06:00","CPK0331",0.000,0.000,0.000 -"15-OCT-2022 06:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 06:00","CYD2201 CYD0",103.000,0.000,0.000 -"15-OCT-2022 06:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 06:00","HAM0331",0.000,0.000,0.000 -"15-OCT-2022 06:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 06:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 06:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 06:00","HLY2201 HLY5",12.000,0.000,0.000 -"15-OCT-2022 06:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 06:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 06:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 06:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 06:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 06:00","HWB0331 MAH0",0.000,0.000,0.000 -"15-OCT-2022 06:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 06:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 06:00","ISL0661",0.000,2.000,2.000 -"15-OCT-2022 06:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 06:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 06:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 06:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 06:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 06:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 06:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 06:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 06:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 06:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 06:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 06:00","LTN0331 TWF0",6.946,0.000,0.000 -"15-OCT-2022 06:00","LTN2201 TUR0",48.154,0.000,0.000 -"15-OCT-2022 06:00","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 06:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 06:00","MAT1101 MAT0",32.000,0.000,36.700 -"15-OCT-2022 06:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 06:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 06:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 06:00","MTI2201 MTI0",161.000,0.000,25.000 -"15-OCT-2022 06:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 06:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 06:00","NMA0331 WHL0",9.838,0.000,0.000 -"15-OCT-2022 06:00","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 06:00","OHA2201 OHA0",148.456,0.000,0.000 -"15-OCT-2022 06:00","OHB2201 OHB0",162.052,0.000,0.000 -"15-OCT-2022 06:00","OHC2201 OHC0",160.958,4.585,0.000 -"15-OCT-2022 06:00","OHK2201 OHK0",79.000,0.000,0.000 -"15-OCT-2022 06:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 06:00","PEN0331",0.000,0.000,0.000 -"15-OCT-2022 06:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 06:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 06:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 06:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 06:00","RPO2201 RPO0",102.000,0.000,0.000 -"15-OCT-2022 06:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 06:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 06:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 06:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 06:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 06:00","TGA0331 KMI0",10.000,0.000,0.000 -"15-OCT-2022 06:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 06:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 06:00","TKA0111 TKA1",13.000,0.000,0.000 -"15-OCT-2022 06:00","TKB2201 TKB1",69.000,1.000,0.000 -"15-OCT-2022 06:00","TKU2201 TKU0",173.000,0.000,0.000 -"15-OCT-2022 06:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 06:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 06:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 06:00","TWC2201 NZW0",3.349,0.000,0.000 -"15-OCT-2022 06:00","TWC2201 TWF0",18.370,0.000,0.000 -"15-OCT-2022 06:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 06:00","TWH0331 TUK0",60.687,0.000,0.000 -"15-OCT-2022 06:00","WDV1101 TAP0",35.489,0.000,0.000 -"15-OCT-2022 06:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 06:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 06:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 06:00","WIL0331 MCK0",13.134,0.000,0.000 -"15-OCT-2022 06:00","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 06:00","WKM2201 WKM0",112.000,0.000,0.555 -"15-OCT-2022 06:00","WPA2201 WPA0",42.000,0.000,1.000 -"15-OCT-2022 06:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 06:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 06:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 06:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 06:00","WVY1101 WPP0",31.486,0.000,0.000 -"15-OCT-2022 06:00","WWD1102 WWD0",10.390,0.000,0.000 -"15-OCT-2022 06:00","WWD1103 WWD0",5.354,0.000,0.000 -"15-OCT-2022 06:30","ARA2201 ARA0",72.000,0.000,3.000 -"15-OCT-2022 06:30","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 06:30","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 06:30","ARI1102 ARI0",60.000,0.000,2.000 -"15-OCT-2022 06:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 06:30","ATI2201 ATI0",51.000,0.000,5.000 -"15-OCT-2022 06:30","AVI2201 AVI0",175.340,0.200,0.000 -"15-OCT-2022 06:30","BEN2202 BEN0",435.891,11.840,5.105 -"15-OCT-2022 06:30","BOB1101",0.000,0.994,2.285 -"15-OCT-2022 06:30","BPE0331",0.000,4.990,4.990 -"15-OCT-2022 06:30","BPE0331 TWF0",5.753,0.000,0.000 -"15-OCT-2022 06:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 06:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 06:30","CPK0331",0.000,0.000,2.896 -"15-OCT-2022 06:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 06:30","CYD2201 CYD0",103.000,0.000,0.000 -"15-OCT-2022 06:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 06:30","HAM0331",0.000,0.000,6.100 -"15-OCT-2022 06:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 06:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 06:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 06:30","HLY2201 HLY5",190.000,0.000,0.000 -"15-OCT-2022 06:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 06:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 06:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 06:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 06:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 06:30","HWB0331 MAH0",0.000,0.000,0.000 -"15-OCT-2022 06:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 06:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 06:30","ISL0661",0.000,1.850,1.850 -"15-OCT-2022 06:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 06:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 06:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 06:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 06:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 06:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 06:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 06:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 06:30","KPA1101 KPI1",5.000,0.000,0.000 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06:30","TKU2201 TKU0",173.000,0.000,0.000 -"15-OCT-2022 06:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 06:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 06:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 06:30","TWC2201 NZW0",3.481,0.000,0.000 -"15-OCT-2022 06:30","TWC2201 TWF0",29.932,0.000,0.000 -"15-OCT-2022 06:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 06:30","TWH0331 TUK0",56.898,0.000,0.000 -"15-OCT-2022 06:30","WDV1101 TAP0",46.645,0.000,0.000 -"15-OCT-2022 06:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 06:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 06:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 06:30","WIL0331 MCK0",12.774,0.000,0.000 -"15-OCT-2022 06:30","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 06:30","WKM2201 WKM0",108.798,0.000,1.000 -"15-OCT-2022 06:30","WPA2201 WPA0",33.000,0.000,0.990 -"15-OCT-2022 06:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 06:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 06:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 06:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 06:30","WVY1101 WPP0",29.546,0.000,0.000 -"15-OCT-2022 06:30","WWD1102 WWD0",14.429,0.000,0.000 -"15-OCT-2022 06:30","WWD1103 WWD0",6.885,0.000,0.000 -"15-OCT-2022 07:00","ARA2201 ARA0",72.000,0.000,3.000 -"15-OCT-2022 07:00","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 07:00","ARI1101 ARI0",69.000,0.000,2.419 -"15-OCT-2022 07:00","ARI1102 ARI0",60.000,0.000,3.000 -"15-OCT-2022 07:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 07:00","ATI2201 ATI0",51.000,3.000,5.000 -"15-OCT-2022 07:00","AVI2201 AVI0",171.561,0.000,0.000 -"15-OCT-2022 07:00","BEN2202 BEN0",426.497,0.000,0.000 -"15-OCT-2022 07:00","BOB1101",0.000,0.803,1.845 -"15-OCT-2022 07:00","BPE0331",0.000,3.660,3.660 -"15-OCT-2022 07:00","BPE0331 TWF0",5.566,0.000,0.000 -"15-OCT-2022 07:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 07:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 07:00","CPK0331",0.000,0.000,4.016 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07:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 07:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 07:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 07:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 07:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 07:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 07:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 07:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 07:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 07:00","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 07:00","LTN0331 TWF0",9.448,0.000,0.000 -"15-OCT-2022 07:00","LTN2201 TUR0",36.373,0.000,0.000 -"15-OCT-2022 07:00","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 07:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 07:00","MAT1101 MAT0",32.000,0.000,36.700 -"15-OCT-2022 07:00","MHO0331 MHO0",26.000,0.000,0.000 -"15-OCT-2022 07:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 07:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 07:00","MTI2201 MTI0",168.000,0.000,25.000 -"15-OCT-2022 07:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 07:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 07:00","NMA0331 WHL0",5.162,0.000,0.000 -"15-OCT-2022 07:00","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 07:00","OHA2201 OHA0",152.320,0.000,0.000 -"15-OCT-2022 07:00","OHB2201 OHB0",165.148,0.000,0.000 -"15-OCT-2022 07:00","OHC2201 OHC0",165.148,0.000,0.000 -"15-OCT-2022 07:00","OHK2201 OHK0",69.000,0.000,9.000 -"15-OCT-2022 07:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 07:00","PEN0331",0.000,0.000,15.135 -"15-OCT-2022 07:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 07:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 07:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 07:00","ROX2201 ROX0",80.000,0.000,0.000 -"15-OCT-2022 07:00","RPO2201 RPO0",102.000,2.151,18.000 -"15-OCT-2022 07:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 07:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 07:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 07:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 07:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 07:00","TGA0331 KMI0",6.000,0.000,0.000 -"15-OCT-2022 07:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 07:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 07:00","TKA0111 TKA1",20.000,0.000,0.000 -"15-OCT-2022 07:00","TKB2201 TKB1",112.000,0.000,0.000 -"15-OCT-2022 07:00","TKU2201 TKU0",188.000,0.000,0.000 -"15-OCT-2022 07:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 07:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 07:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 07:00","TWC2201 NZW0",3.869,0.000,0.000 -"15-OCT-2022 07:00","TWC2201 TWF0",29.681,0.000,0.000 -"15-OCT-2022 07:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 07:00","TWH0331 TUK0",56.715,0.000,0.000 -"15-OCT-2022 07:00","WDV1101 TAP0",49.471,0.000,0.000 -"15-OCT-2022 07:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 07:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 07:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 07:00","WIL0331 MCK0",6.459,0.000,0.000 -"15-OCT-2022 07:00","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 07:00","WKM2201 WKM0",111.271,1.000,0.000 -"15-OCT-2022 07:00","WPA2201 WPA0",33.000,0.000,0.000 -"15-OCT-2022 07:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 07:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 07:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 07:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 07:00","WVY1101 WPP0",30.088,0.000,0.000 -"15-OCT-2022 07:00","WWD1102 WWD0",12.283,0.000,0.000 -"15-OCT-2022 07:00","WWD1103 WWD0",6.861,0.000,0.000 -"15-OCT-2022 07:30","ARA2201 ARA0",72.000,0.000,3.000 -"15-OCT-2022 07:30","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 07:30","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 07:30","ARI1102 ARI0",103.000,0.000,3.000 -"15-OCT-2022 07:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 07:30","ATI2201 ATI0",68.000,0.000,6.000 -"15-OCT-2022 07:30","AVI2201 AVI0",178.435,0.000,0.000 -"15-OCT-2022 07:30","BEN2202 BEN0",443.587,0.000,4.934 -"15-OCT-2022 07:30","BOB1101",0.000,1.354,3.111 -"15-OCT-2022 07:30","BPE0331",0.000,2.910,2.910 -"15-OCT-2022 07:30","BPE0331 TWF0",7.348,0.000,0.000 -"15-OCT-2022 07:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 07:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 07:30","CPK0331",0.000,0.000,4.016 -"15-OCT-2022 07:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 07:30","CYD2201 CYD0",206.000,0.000,0.000 -"15-OCT-2022 07:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 07:30","HAM0331",0.000,0.000,10.000 -"15-OCT-2022 07:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 07:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 07:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 07:30","HLY2201 HLY5",200.000,0.000,0.000 -"15-OCT-2022 07:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 07:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 07:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 07:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 07:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 07:30","HWB0331 MAH0",0.000,0.000,0.000 -"15-OCT-2022 07:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 07:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 07:30","ISL0661",0.000,1.080,1.080 -"15-OCT-2022 07:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 07:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 07:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 07:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 07:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 07:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 07:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 07:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 07:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 07:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 07:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 07:30","LTN0331 TWF0",11.213,0.000,0.000 -"15-OCT-2022 07:30","LTN2201 TUR0",42.911,0.000,0.000 -"15-OCT-2022 07:30","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 07:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 07:30","MAT1101 MAT0",66.000,0.000,14.000 -"15-OCT-2022 07:30","MHO0331 MHO0",26.000,0.000,0.000 -"15-OCT-2022 07:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 07:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 07:30","MTI2201 MTI0",200.000,0.000,26.000 -"15-OCT-2022 07:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 07:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 07:30","NMA0331 WHL0",9.733,0.000,0.000 -"15-OCT-2022 07:30","NSY0331 PAE0",11.500,0.000,0.000 -"15-OCT-2022 07:30","OHA2201 OHA0",158.424,0.000,5.638 -"15-OCT-2022 07:30","OHB2201 OHB0",171.765,0.000,6.113 -"15-OCT-2022 07:30","OHC2201 OHC0",171.765,0.000,6.113 -"15-OCT-2022 07:30","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 07:30","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 07:30","PEN0331",0.000,0.000,17.885 -"15-OCT-2022 07:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 07:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 07:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 07:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 07:30","RPO2201 RPO0",102.000,0.000,18.000 -"15-OCT-2022 07:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 07:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 07:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 07:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 07:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 07:30","TGA0331 KMI0",6.000,0.000,0.000 -"15-OCT-2022 07:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 07:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 07:30","TKA0111 TKA1",20.000,0.000,0.000 -"15-OCT-2022 07:30","TKB2201 TKB1",132.730,0.000,0.000 -"15-OCT-2022 07:30","TKU2201 TKU0",141.000,0.000,0.000 -"15-OCT-2022 07:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 07:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 07:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 07:30","TWC2201 NZW0",6.462,0.000,0.000 -"15-OCT-2022 07:30","TWC2201 TWF0",36.014,0.000,0.000 -"15-OCT-2022 07:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 07:30","TWH0331 TUK0",54.317,0.000,0.000 -"15-OCT-2022 07:30","WDV1101 TAP0",44.737,0.000,0.000 -"15-OCT-2022 07:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 07:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 07:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 07:30","WIL0331 MCK0",4.024,0.000,0.000 -"15-OCT-2022 07:30","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 07:30","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 07:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 07:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 07:30","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 07:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 07:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 07:30","WVY1101 WPP0",32.178,0.000,0.000 -"15-OCT-2022 07:30","WWD1102 WWD0",10.556,0.000,0.000 -"15-OCT-2022 07:30","WWD1103 WWD0",7.085,0.000,0.000 -"15-OCT-2022 08:00","ARA2201 ARA0",72.000,1.872,2.736 -"15-OCT-2022 08:00","ARG1101 BRR0",0.000,0.000,0.000 -"15-OCT-2022 08:00","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 08:00","ARI1102 ARI0",103.000,2.987,5.974 -"15-OCT-2022 08:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 08:00","ATI2201 ATI0",68.000,1.836,1.836 -"15-OCT-2022 08:00","AVI2201 AVI0",183.862,0.000,6.350 -"15-OCT-2022 08:00","BEN2202 BEN0",457.078,0.000,15.786 -"15-OCT-2022 08:00","BOB1101",0.000,1.721,3.955 -"15-OCT-2022 08:00","BPE0331",0.000,2.890,2.890 -"15-OCT-2022 08:00","BPE0331 TWF0",10.154,0.000,0.000 -"15-OCT-2022 08:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 08:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 08:00","CPK0331",0.000,0.000,6.972 -"15-OCT-2022 08:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 08:00","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 08:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 08:00","HAM0331",0.000,6.700,9.900 -"15-OCT-2022 08:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 08:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 08:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 08:00","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 08:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 08:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 08:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 08:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 08:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 08:00","HWB0331 MAH0",0.000,0.000,0.000 -"15-OCT-2022 08:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 08:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 08:00","ISL0661",0.000,1.070,1.070 -"15-OCT-2022 08:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 08:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 08:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 08:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 08:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 08:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 08:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 08:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 08:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 08:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 08:00","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 08:00","LTN0331 TWF0",12.911,0.000,0.000 -"15-OCT-2022 08:00","LTN2201 TUR0",45.428,0.000,0.000 -"15-OCT-2022 08:00","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 08:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 08:00","MAT1101 MAT0",62.700,17.300,17.300 -"15-OCT-2022 08:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 08:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 08:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 08:00","MTI2201 MTI0",224.839,11.242,17.537 -"15-OCT-2022 08:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 08:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 08:00","NMA0331 WHL0",10.837,0.000,0.000 -"15-OCT-2022 08:00","NSY0331 PAE0",10.000,0.000,0.000 -"15-OCT-2022 08:00","OHA2201 OHA0",163.241,0.000,5.638 -"15-OCT-2022 08:00","OHB2201 OHB0",176.989,0.000,6.113 -"15-OCT-2022 08:00","OHC2201 OHC0",176.989,0.000,6.113 -"15-OCT-2022 08:00","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 08:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 08:00","PEN0331",0.000,0.000,25.100 -"15-OCT-2022 08:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 08:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 08:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 08:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 08:00","RPO2201 RPO0",102.000,18.000,18.000 -"15-OCT-2022 08:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 08:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 08:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 08:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 08:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 08:00","TGA0331 KMI0",28.000,0.000,0.000 -"15-OCT-2022 08:00","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 08:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 08:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 08:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 08:00","TKU2201 TKU0",141.000,0.000,33.754 -"15-OCT-2022 08:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 08:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 08:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 08:00","TWC2201 NZW0",7.868,0.000,0.000 -"15-OCT-2022 08:00","TWC2201 TWF0",42.504,0.000,0.000 -"15-OCT-2022 08:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 08:00","TWH0331 TUK0",49.559,0.000,0.000 -"15-OCT-2022 08:00","WDV1101 TAP0",47.706,0.000,0.000 -"15-OCT-2022 08:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 08:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 08:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 08:00","WIL0331 MCK0",3.391,0.000,0.000 -"15-OCT-2022 08:00","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 08:00","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 08:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 08:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 08:00","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 08:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 08:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 08:00","WVY1101 WPP0",32.709,0.000,0.000 -"15-OCT-2022 08:00","WWD1102 WWD0",5.634,0.000,0.000 -"15-OCT-2022 08:00","WWD1103 WWD0",5.024,0.000,0.000 -"15-OCT-2022 08:30","ARA2201 ARA0",72.000,0.000,2.000 -"15-OCT-2022 08:30","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 08:30","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 08:30","ARI1102 ARI0",111.000,0.000,0.000 -"15-OCT-2022 08:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 08:30","ATI2201 ATI0",72.000,1.000,1.944 -"15-OCT-2022 08:30","AVI2201 AVI0",189.099,0.000,6.350 -"15-OCT-2022 08:30","BEN2202 BEN0",447.543,0.000,15.786 -"15-OCT-2022 08:30","BOB1101",0.000,2.088,4.799 -"15-OCT-2022 08:30","BPE0331",0.000,2.440,2.440 -"15-OCT-2022 08:30","BPE0331 TWF0",13.609,0.000,0.000 -"15-OCT-2022 08:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 08:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 08:30","CPK0331",0.000,0.000,6.972 -"15-OCT-2022 08:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 08:30","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 08:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 08:30","HAM0331",0.000,5.979,13.900 -"15-OCT-2022 08:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 08:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 08:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 08:30","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 08:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 08:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 08:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 08:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 08:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 08:30","HWB0331 MAH0",0.000,0.000,0.000 -"15-OCT-2022 08:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 08:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 08:30","ISL0661",0.000,0.900,0.900 -"15-OCT-2022 08:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 08:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 08:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 08:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 08:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 08:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 08:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 08:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 08:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 08:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 08:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 08:30","LTN0331 TWF0",16.457,0.000,0.000 -"15-OCT-2022 08:30","LTN2201 TUR0",38.235,0.000,0.000 -"15-OCT-2022 08:30","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 08:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 08:30","MAT1101 MAT0",65.000,0.000,15.000 -"15-OCT-2022 08:30","MHO0331 MHO0",26.000,0.000,0.000 -"15-OCT-2022 08:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 08:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 08:30","MTI2201 MTI0",281.000,4.000,1.056 -"15-OCT-2022 08:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 08:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 08:30","NMA0331 WHL0",9.026,0.000,0.000 -"15-OCT-2022 08:30","NSY0331 PAE0",10.000,0.000,0.000 -"15-OCT-2022 08:30","OHA2201 OHA0",184.360,0.000,5.638 -"15-OCT-2022 08:30","OHB2201 OHB0",199.887,0.000,6.113 -"15-OCT-2022 08:30","OHC2201 OHC0",173.297,0.000,6.113 -"15-OCT-2022 08:30","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 08:30","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 08:30","PEN0331",0.000,0.000,27.000 -"15-OCT-2022 08:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 08:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 08:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 08:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 08:30","RPO2201 RPO0",102.000,0.000,18.000 -"15-OCT-2022 08:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 08:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 08:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 08:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 08:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 08:30","TGA0331 KMI0",28.000,0.000,0.000 -"15-OCT-2022 08:30","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 08:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 08:30","TKA0111 TKA1",23.000,0.000,0.001 -"15-OCT-2022 08:30","TKB2201 TKB1",146.000,0.000,0.001 -"15-OCT-2022 08:30","TKU2201 TKU0",141.000,0.000,38.320 -"15-OCT-2022 08:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 08:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 08:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 08:30","TWC2201 NZW0",10.654,0.000,0.000 -"15-OCT-2022 08:30","TWC2201 TWF0",46.056,0.000,0.000 -"15-OCT-2022 08:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 08:30","TWH0331 TUK0",42.161,0.000,0.000 -"15-OCT-2022 08:30","WDV1101 TAP0",44.702,0.000,0.000 -"15-OCT-2022 08:30","WGN0331",0.000,0.000,14.687 -"15-OCT-2022 08:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 08:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 08:30","WIL0331 MCK0",3.942,0.000,0.000 -"15-OCT-2022 08:30","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 08:30","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 08:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 08:30","WRK0331 RKA0",31.000,0.000,0.000 -"15-OCT-2022 08:30","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 08:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 08:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 08:30","WVY1101 WPP0",19.891,0.000,0.000 -"15-OCT-2022 08:30","WWD1102 WWD0",5.324,0.000,0.000 -"15-OCT-2022 08:30","WWD1103 WWD0",4.256,0.000,0.000 -"15-OCT-2022 09:00","ARA2201 ARA0",72.000,0.000,0.083 -"15-OCT-2022 09:00","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 09:00","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 09:00","ARI1102 ARI0",111.000,0.000,0.000 -"15-OCT-2022 09:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 09:00","ATI2201 ATI0",71.000,1.142,1.917 -"15-OCT-2022 09:00","AVI2201 AVI0",204.264,0.000,6.350 -"15-OCT-2022 09:00","BEN2202 BEN0",470.408,0.000,15.786 -"15-OCT-2022 09:00","BOB1101",0.000,2.639,6.065 -"15-OCT-2022 09:00","BPE0331",0.000,2.880,2.880 -"15-OCT-2022 09:00","BPE0331 TWF0",11.350,0.000,0.000 -"15-OCT-2022 09:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 09:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 09:00","CPK0331",0.000,0.000,8.650 -"15-OCT-2022 09:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 09:00","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 09:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 09:00","HAM0331",0.000,7.500,13.500 -"15-OCT-2022 09:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 09:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 09:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 09:00","HLY2201 HLY5",270.000,0.000,0.000 -"15-OCT-2022 09:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 09:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 09:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 09:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 09:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 09:00","HWB0331 MAH0",0.000,0.000,0.000 -"15-OCT-2022 09:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 09:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 09:00","ISL0661",0.000,1.060,1.060 -"15-OCT-2022 09:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 09:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 09:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 09:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 09:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 09:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 09:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 09:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 09:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 09:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 09:00","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 09:00","LTN0331 TWF0",14.287,0.000,0.000 -"15-OCT-2022 09:00","LTN2201 TUR0",26.284,0.000,0.000 -"15-OCT-2022 09:00","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 09:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 09:00","MAT1101 MAT0",65.000,0.000,15.000 -"15-OCT-2022 09:00","MHO0331 MHO0",26.000,0.000,0.000 -"15-OCT-2022 09:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 09:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 09:00","MTI2201 MTI0",282.000,0.000,3.000 -"15-OCT-2022 09:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 09:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 09:00","NMA0331 WHL0",6.165,0.000,0.000 -"15-OCT-2022 09:00","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 09:00","OHA2201 OHA0",184.362,0.000,5.638 -"15-OCT-2022 09:00","OHB2201 OHB0",199.887,0.000,6.113 -"15-OCT-2022 09:00","OHC2201 OHC0",199.887,0.000,6.113 -"15-OCT-2022 09:00","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 09:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 09:00","PEN0331",0.000,0.000,24.750 -"15-OCT-2022 09:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 09:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 09:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 09:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 09:00","RPO2201 RPO0",102.000,18.000,18.000 -"15-OCT-2022 09:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 09:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 09:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 09:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 09:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 09:00","TGA0331 KMI0",28.000,0.000,0.000 -"15-OCT-2022 09:00","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 09:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 09:00","TKA0111 TKA1",23.000,0.000,0.001 -"15-OCT-2022 09:00","TKB2201 TKB1",146.000,0.000,0.001 -"15-OCT-2022 09:00","TKU2201 TKU0",141.000,0.000,38.320 -"15-OCT-2022 09:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 09:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 09:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 09:00","TWC2201 NZW0",8.166,0.000,0.000 -"15-OCT-2022 09:00","TWC2201 TWF0",48.404,0.000,0.000 -"15-OCT-2022 09:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 09:00","TWH0331 TUK0",38.871,0.000,0.000 -"15-OCT-2022 09:00","WDV1101 TAP0",40.066,0.000,0.000 -"15-OCT-2022 09:00","WGN0331",0.000,0.000,34.061 -"15-OCT-2022 09:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 09:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 09:00","WIL0331 MCK0",4.373,0.000,0.000 -"15-OCT-2022 09:00","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 09:00","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 09:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 09:00","WRK0331 RKA0",31.000,0.000,0.000 -"15-OCT-2022 09:00","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 09:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 09:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 09:00","WVY1101 WPP0",20.548,0.000,0.000 -"15-OCT-2022 09:00","WWD1102 WWD0",3.452,0.000,0.000 -"15-OCT-2022 09:00","WWD1103 WWD0",3.439,0.000,0.000 -"15-OCT-2022 09:30","ARA2201 ARA0",72.000,0.083,2.000 -"15-OCT-2022 09:30","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 09:30","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 09:30","ARI1102 ARI0",111.000,0.000,0.000 -"15-OCT-2022 09:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 09:30","ATI2201 ATI0",71.000,1.917,1.917 -"15-OCT-2022 09:30","AVI2201 AVI0",198.347,4.763,6.350 -"15-OCT-2022 09:30","BEN2202 BEN0",447.858,11.840,15.786 -"15-OCT-2022 09:30","BOB1101",0.000,2.441,5.610 -"15-OCT-2022 09:30","BPE0331",0.000,1.440,1.440 -"15-OCT-2022 09:30","BPE0331 TWF0",8.088,0.000,0.000 -"15-OCT-2022 09:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 09:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 09:30","CPK0331",0.000,0.000,7.357 -"15-OCT-2022 09:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 09:30","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 09:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 09:30","HAM0331",0.000,7.400,15.900 -"15-OCT-2022 09:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 09:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 09:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 09:30","HLY2201 HLY5",280.000,0.000,0.000 -"15-OCT-2022 09:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 09:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 09:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 09:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 09:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 09:30","HWB0331 MAH0",0.003,0.000,0.000 -"15-OCT-2022 09:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 09:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 09:30","ISL0661",0.000,0.530,0.530 -"15-OCT-2022 09:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 09:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 09:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 09:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 09:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 09:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 09:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 09:30","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 09:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 09:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 09:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 09:30","LTN0331 TWF0",10.355,0.000,0.000 -"15-OCT-2022 09:30","LTN2201 TUR0",24.542,0.000,0.000 -"15-OCT-2022 09:30","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 09:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 09:30","MAT1101 MAT0",65.000,9.497,15.000 -"15-OCT-2022 09:30","MHO0331 MHO0",26.000,0.000,0.000 -"15-OCT-2022 09:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 09:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 09:30","MTI2201 MTI0",282.000,3.000,1.083 -"15-OCT-2022 09:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 09:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 09:30","NMA0331 WHL0",2.862,0.000,0.000 -"15-OCT-2022 09:30","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 09:30","OHA2201 OHA0",184.362,4.227,5.638 -"15-OCT-2022 09:30","OHB2201 OHB0",199.887,4.585,6.113 -"15-OCT-2022 09:30","OHC2201 OHC0",197.065,4.585,6.113 -"15-OCT-2022 09:30","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 09:30","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 09:30","PEN0331",0.000,0.000,22.750 -"15-OCT-2022 09:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 09:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 09:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 09:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 09:30","RPO2201 RPO0",102.000,18.000,18.000 -"15-OCT-2022 09:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 09:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 09:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 09:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 09:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 09:30","TGA0331 KMI0",28.000,0.000,0.000 -"15-OCT-2022 09:30","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 09:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 09:30","TKA0111 TKA1",23.000,0.001,0.001 -"15-OCT-2022 09:30","TKB2201 TKB1",146.000,0.001,0.001 -"15-OCT-2022 09:30","TKU2201 TKU0",141.000,0.000,38.320 -"15-OCT-2022 09:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 09:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 09:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 09:30","TWC2201 NZW0",4.232,0.000,0.000 -"15-OCT-2022 09:30","TWC2201 TWF0",31.987,0.000,0.000 -"15-OCT-2022 09:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 09:30","TWH0331 TUK0",43.064,0.000,0.000 -"15-OCT-2022 09:30","WDV1101 TAP0",34.680,0.000,0.000 -"15-OCT-2022 09:30","WGN0331",0.000,0.000,47.167 -"15-OCT-2022 09:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 09:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 09:30","WIL0331 MCK0",4.353,0.000,0.000 -"15-OCT-2022 09:30","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 09:30","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 09:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 09:30","WRK0331 RKA0",31.000,0.000,0.000 -"15-OCT-2022 09:30","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 09:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 09:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 09:30","WVY1101 WPP0",17.458,0.000,0.000 -"15-OCT-2022 09:30","WWD1102 WWD0",2.402,0.000,0.000 -"15-OCT-2022 09:30","WWD1103 WWD0",1.751,0.000,0.000 -"15-OCT-2022 10:00","ARA2201 ARA0",72.000,2.000,2.000 -"15-OCT-2022 10:00","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 10:00","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 10:00","ARI1102 ARI0",111.000,0.000,0.000 -"15-OCT-2022 10:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 10:00","ATI2201 ATI0",71.000,1.917,1.917 -"15-OCT-2022 10:00","AVI2201 AVI0",177.645,4.763,6.350 -"15-OCT-2022 10:00","BEN2202 BEN0",441.623,11.840,15.786 -"15-OCT-2022 10:00","BOB1101",0.000,2.597,5.967 -"15-OCT-2022 10:00","BPE0331",0.000,2.470,2.470 -"15-OCT-2022 10:00","BPE0331 TWF0",8.263,0.000,0.000 -"15-OCT-2022 10:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 10:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 10:00","CPK0331",0.000,0.000,7.242 -"15-OCT-2022 10:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 10:00","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 10:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 10:00","HAM0331",0.000,9.700,14.600 -"15-OCT-2022 10:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 10:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 10:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 10:00","HLY2201 HLY5",280.000,0.000,0.000 -"15-OCT-2022 10:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 10:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 10:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 10:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 10:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 10:00","HWB0331 MAH0",1.215,0.000,0.000 -"15-OCT-2022 10:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 10:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 10:00","ISL0661",0.000,0.910,0.910 -"15-OCT-2022 10:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 10:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 10:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 10:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 10:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 10:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 10:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 10:00","KOE1101 NGB0",0.000,0.000,0.000 -"15-OCT-2022 10:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 10:00","KPO1101 KPO0",64.000,0.000,0.000 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10:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 10:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 10:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 10:00","TWC2201 NZW0",2.986,0.000,0.000 -"15-OCT-2022 10:00","TWC2201 TWF0",27.366,0.000,0.000 -"15-OCT-2022 10:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 10:00","TWH0331 TUK0",30.660,0.000,0.000 -"15-OCT-2022 10:00","WDV1101 TAP0",32.509,0.000,0.000 -"15-OCT-2022 10:00","WGN0331",0.000,0.000,49.365 -"15-OCT-2022 10:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 10:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 10:00","WIL0331 MCK0",3.707,0.000,0.000 -"15-OCT-2022 10:00","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 10:00","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 10:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 10:00","WRK0331 RKA0",31.000,0.000,0.000 -"15-OCT-2022 10:00","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 10:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 10:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 10:00","WVY1101 WPP0",12.587,0.000,0.000 -"15-OCT-2022 10:00","WWD1102 WWD0",1.213,0.000,0.000 -"15-OCT-2022 10:00","WWD1103 WWD0",0.879,0.000,0.000 -"15-OCT-2022 10:30","ARA2201 ARA0",72.000,0.000,2.000 -"15-OCT-2022 10:30","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 10:30","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 10:30","ARI1102 ARI0",105.313,2.843,5.687 -"15-OCT-2022 10:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 10:30","ATI2201 ATI0",68.000,1.836,1.836 -"15-OCT-2022 10:30","AVI2201 AVI0",174.470,0.000,6.350 -"15-OCT-2022 10:30","BEN2202 BEN0",433.730,0.000,15.786 -"15-OCT-2022 10:30","BOB1101",0.000,2.568,5.901 -"15-OCT-2022 10:30","BPE0331",0.000,2.260,2.260 -"15-OCT-2022 10:30","BPE0331 TWF0",9.945,0.000,0.000 -"15-OCT-2022 10:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 10:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 10:30","CPK0331",0.000,0.000,5.780 -"15-OCT-2022 10:30","CYD0331",0.000,0.000,0.000 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TAM0",0.000,0.000,0.000 -"15-OCT-2022 10:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 10:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 10:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 10:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 10:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 10:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 10:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 10:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 10:30","LTN0331 TWF0",13.362,0.000,0.000 -"15-OCT-2022 10:30","LTN2201 TUR0",36.947,0.000,0.000 -"15-OCT-2022 10:30","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 10:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 10:30","MAT1101 MAT0",61.100,0.000,18.900 -"15-OCT-2022 10:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 10:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 10:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 10:30","MTI2201 MTI0",243.870,7.804,9.511 -"15-OCT-2022 10:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 10:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 10:30","NMA0331 WHL0",7.984,0.000,0.000 -"15-OCT-2022 10:30","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 10:30","OHA2201 OHA0",154.904,0.000,5.638 -"15-OCT-2022 10:30","OHB2201 OHB0",167.948,0.000,6.113 -"15-OCT-2022 10:30","OHC2201 OHC0",167.948,0.000,6.113 -"15-OCT-2022 10:30","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 10:30","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 10:30","PEN0331",0.000,0.000,17.390 -"15-OCT-2022 10:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 10:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 10:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 10:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 10:30","RPO2201 RPO0",102.000,18.000,18.000 -"15-OCT-2022 10:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 10:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 10:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 10:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 10:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 10:30","TGA0331 KMI0",28.000,0.000,0.000 -"15-OCT-2022 10:30","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 10:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 10:30","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 10:30","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 10:30","TKU2201 TKU0",141.000,0.000,38.320 -"15-OCT-2022 10:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 10:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 10:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 10:30","TWC2201 NZW0",2.368,0.000,0.000 -"15-OCT-2022 10:30","TWC2201 TWF0",27.269,0.000,0.000 -"15-OCT-2022 10:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 10:30","TWH0331 TUK0",28.669,0.000,0.000 -"15-OCT-2022 10:30","WDV1101 TAP0",39.796,0.000,0.000 -"15-OCT-2022 10:30","WGN0331",0.000,0.000,25.301 -"15-OCT-2022 10:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 10:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 10:30","WIL0331 MCK0",4.929,0.000,0.000 -"15-OCT-2022 10:30","WKM2201 MOK0",88.000,0.000,0.000 -"15-OCT-2022 10:30","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 10:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 10:30","WRK0331 RKA0",31.000,0.000,0.000 -"15-OCT-2022 10:30","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 10:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 10:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 10:30","WVY1101 WPP0",13.800,0.000,0.000 -"15-OCT-2022 10:30","WWD1102 WWD0",1.631,0.000,0.000 -"15-OCT-2022 10:30","WWD1103 WWD0",1.215,0.000,0.000 -"15-OCT-2022 11:00","ARA2201 ARA0",72.000,0.000,2.000 -"15-OCT-2022 11:00","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 11:00","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 11:00","ARI1102 ARI0",103.000,0.000,5.562 -"15-OCT-2022 11:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 11:00","ATI2201 ATI0",68.000,0.000,1.836 -"15-OCT-2022 11:00","AVI2201 AVI0",171.930,0.000,6.350 -"15-OCT-2022 11:00","BEN2202 BEN0",427.415,0.000,15.786 -"15-OCT-2022 11:00","BOB1101",0.000,2.540,5.836 -"15-OCT-2022 11:00","BPE0331",0.000,2.200,2.200 -"15-OCT-2022 11:00","BPE0331 TWF0",11.349,0.000,0.000 -"15-OCT-2022 11:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 11:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 11:00","CPK0331",0.000,0.000,5.398 -"15-OCT-2022 11:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 11:00","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 11:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 11:00","HAM0331",0.000,1.901,12.800 -"15-OCT-2022 11:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 11:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 11:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 11:00","HLY2201 HLY5",210.091,0.000,0.000 -"15-OCT-2022 11:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 11:00","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 11:00","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 11:00","HWA1101 PTA3",9.000,0.000,0.000 -"15-OCT-2022 11:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 11:00","HWB0331 MAH0",4.241,0.000,0.000 -"15-OCT-2022 11:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 11:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 11:00","ISL0661",0.000,0.810,0.810 -"15-OCT-2022 11:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 11:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 11:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 11:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 11:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 11:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 11:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 11:00","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 11:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 11:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 11:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 11:00","LTN0331 TWF0",14.008,0.000,0.000 -"15-OCT-2022 11:00","LTN2201 TUR0",41.001,0.000,0.000 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11:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 11:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 11:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 11:00","RPO2201 RPO0",102.000,0.000,18.000 -"15-OCT-2022 11:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 11:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 11:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 11:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 11:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 11:00","TGA0331 KMI0",28.000,0.000,0.000 -"15-OCT-2022 11:00","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 11:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 11:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 11:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 11:00","TKU2201 TKU0",141.000,0.000,26.649 -"15-OCT-2022 11:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 11:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 11:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 11:00","TWC2201 NZW0",6.144,0.000,0.000 -"15-OCT-2022 11:00","TWC2201 TWF0",33.197,0.000,0.000 -"15-OCT-2022 11:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 11:00","TWH0331 TUK0",33.533,0.000,0.000 -"15-OCT-2022 11:00","WDV1101 TAP0",40.107,0.000,0.000 -"15-OCT-2022 11:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 11:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 11:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 11:00","WIL0331 MCK0",5.846,0.000,0.000 -"15-OCT-2022 11:00","WKM2201 MOK0",88.000,0.000,0.000 -"15-OCT-2022 11:00","WKM2201 WKM0",112.000,0.000,0.000 -"15-OCT-2022 11:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 11:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 11:00","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 11:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 11:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 11:00","WVY1101 WPP0",14.837,0.000,0.000 -"15-OCT-2022 11:00","WWD1102 WWD0",2.699,0.000,0.000 -"15-OCT-2022 11:00","WWD1103 WWD0",1.376,0.000,0.000 -"15-OCT-2022 11:30","ARA2201 ARA0",72.000,0.000,5.000 -"15-OCT-2022 11:30","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 11:30","ARI1101 ARI0",69.000,0.000,2.000 -"15-OCT-2022 11:30","ARI1102 ARI0",103.000,0.000,8.000 -"15-OCT-2022 11:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 11:30","ATI2201 ATI0",68.000,0.000,5.000 -"15-OCT-2022 11:30","AVI2201 AVI0",183.519,0.000,6.350 -"15-OCT-2022 11:30","BEN2202 BEN0",456.226,0.000,15.786 -"15-OCT-2022 11:30","BOB1101",0.000,2.511,5.770 -"15-OCT-2022 11:30","BPE0331",0.000,2.140,2.140 -"15-OCT-2022 11:30","BPE0331 TWF0",9.972,0.000,0.000 -"15-OCT-2022 11:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 11:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 11:30","CPK0331",0.000,0.000,4.074 -"15-OCT-2022 11:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 11:30","CYD2201 CYD0",297.354,0.000,0.000 -"15-OCT-2022 11:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 11:30","HAM0331",0.000,0.000,14.700 -"15-OCT-2022 11:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 11:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 11:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 11:30","HLY2201 HLY5",200.000,0.000,0.000 -"15-OCT-2022 11:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 11:30","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 11:30","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 11:30","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 11:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 11:30","HWB0331 MAH0",6.797,0.000,0.000 -"15-OCT-2022 11:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 11:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 11:30","ISL0661",0.000,0.790,0.790 -"15-OCT-2022 11:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 11:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 11:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 11:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 11:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 11:30","KAW1101 KAG0",107.000,0.000,0.000 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11:30","OHA2201 OHA0",162.937,0.000,5.638 -"15-OCT-2022 11:30","OHB2201 OHB0",176.659,0.000,6.113 -"15-OCT-2022 11:30","OHC2201 OHC0",176.659,0.000,6.113 -"15-OCT-2022 11:30","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 11:30","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 11:30","PEN0331",0.000,0.000,15.080 -"15-OCT-2022 11:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 11:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 11:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 11:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 11:30","RPO2201 RPO0",102.000,0.000,18.000 -"15-OCT-2022 11:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 11:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 11:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 11:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 11:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 11:30","TGA0331 KMI0",28.000,0.000,0.000 -"15-OCT-2022 11:30","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 11:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 11:30","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 11:30","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 11:30","TKU2201 TKU0",141.000,0.000,3.017 -"15-OCT-2022 11:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 11:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 11:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 11:30","TWC2201 NZW0",9.469,0.000,0.000 -"15-OCT-2022 11:30","TWC2201 TWF0",35.903,0.000,0.000 -"15-OCT-2022 11:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 11:30","TWH0331 TUK0",31.577,0.000,0.000 -"15-OCT-2022 11:30","WDV1101 TAP0",38.093,0.000,0.000 -"15-OCT-2022 11:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 11:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 11:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 11:30","WIL0331 MCK0",4.900,0.000,0.000 -"15-OCT-2022 11:30","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 11:30","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 11:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 11:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 11:30","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 11:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 11:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 11:30","WVY1101 WPP0",9.664,0.000,0.000 -"15-OCT-2022 11:30","WWD1102 WWD0",1.450,0.000,0.000 -"15-OCT-2022 11:30","WWD1103 WWD0",1.431,0.000,0.000 -"15-OCT-2022 12:00","ARA2201 ARA0",72.000,2.000,5.000 -"15-OCT-2022 12:00","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 12:00","ARI1101 ARI0",69.000,1.000,2.000 -"15-OCT-2022 12:00","ARI1102 ARI0",103.000,4.000,8.000 -"15-OCT-2022 12:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 12:00","ATI2201 ATI0",68.000,3.000,5.000 -"15-OCT-2022 12:00","AVI2201 AVI0",181.932,0.000,6.350 -"15-OCT-2022 12:00","BEN2202 BEN0",452.279,0.000,15.786 -"15-OCT-2022 12:00","BOB1101",0.000,2.497,5.738 -"15-OCT-2022 12:00","BPE0331",0.000,2.080,2.080 -"15-OCT-2022 12:00","BPE0331 TWF0",10.000,0.000,0.000 -"15-OCT-2022 12:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 12:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 12:00","CPK0331",0.000,0.000,4.359 -"15-OCT-2022 12:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 12:00","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 12:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 12:00","HAM0331",0.000,6.131,11.400 -"15-OCT-2022 12:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 12:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 12:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 12:00","HLY2201 HLY5",223.674,0.000,0.000 -"15-OCT-2022 12:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 12:00","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 12:00","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 12:00","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 12:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 12:00","HWB0331 MAH0",5.898,0.000,0.000 -"15-OCT-2022 12:00","HWB0331 WPI0",0.000,0.000,0.000 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MHO0",20.500,0.000,0.000 -"15-OCT-2022 12:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 12:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 12:00","MTI2201 MTI0",194.000,13.000,25.000 -"15-OCT-2022 12:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 12:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 12:00","NMA0331 WHL0",14.504,0.000,0.000 -"15-OCT-2022 12:00","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 12:00","OHA2201 OHA0",161.527,0.000,5.638 -"15-OCT-2022 12:00","OHB2201 OHB0",175.131,0.000,6.113 -"15-OCT-2022 12:00","OHC2201 OHC0",175.131,0.000,6.113 -"15-OCT-2022 12:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 12:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 12:00","PEN0331",0.000,0.000,14.325 -"15-OCT-2022 12:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 12:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 12:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 12:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 12:00","RPO2201 RPO0",102.000,0.000,18.000 -"15-OCT-2022 12:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 12:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 12:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 12:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 12:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 12:00","TGA0331 KMI0",26.000,0.000,0.000 -"15-OCT-2022 12:00","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 12:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 12:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 12:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 12:00","TKU2201 TKU0",94.000,0.000,28.740 -"15-OCT-2022 12:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 12:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 12:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 12:00","TWC2201 NZW0",9.944,0.000,0.000 -"15-OCT-2022 12:00","TWC2201 TWF0",35.256,0.000,0.000 -"15-OCT-2022 12:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 12:00","TWH0331 TUK0",28.295,0.000,0.000 -"15-OCT-2022 12:00","WDV1101 TAP0",34.245,0.000,0.000 -"15-OCT-2022 12:00","WGN0331",0.000,0.000,1.833 -"15-OCT-2022 12:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 12:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 12:00","WIL0331 MCK0",4.506,0.000,0.000 -"15-OCT-2022 12:00","WKM2201 MOK0",88.000,0.000,0.000 -"15-OCT-2022 12:00","WKM2201 WKM0",112.000,1.000,1.000 -"15-OCT-2022 12:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 12:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 12:00","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 12:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 12:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 12:00","WVY1101 WPP0",9.335,0.000,0.000 -"15-OCT-2022 12:00","WWD1102 WWD0",0.039,0.000,0.000 -"15-OCT-2022 12:00","WWD1103 WWD0",0.118,0.000,0.000 -"15-OCT-2022 12:30","ARA2201 ARA0",72.000,2.000,5.000 -"15-OCT-2022 12:30","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 12:30","ARI1101 ARI0",69.000,2.000,2.967 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HLY5",260.000,0.000,0.000 -"15-OCT-2022 12:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 12:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 12:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 12:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 12:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 12:30","HWB0331 MAH0",5.326,0.000,0.000 -"15-OCT-2022 12:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 12:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 12:30","ISL0661",0.000,0.760,0.760 -"15-OCT-2022 12:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 12:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 12:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 12:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 12:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 12:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 12:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 12:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 12:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 12:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 12:30","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 12:30","LTN0331 TWF0",8.813,0.000,0.000 -"15-OCT-2022 12:30","LTN2201 TUR0",30.365,0.000,0.000 -"15-OCT-2022 12:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 12:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 12:30","MAT1101 MAT0",41.200,0.000,0.000 -"15-OCT-2022 12:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 12:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 12:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 12:30","MTI2201 MTI0",199.000,13.000,24.000 -"15-OCT-2022 12:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 12:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 12:30","NMA0331 WHL0",15.329,0.000,0.000 -"15-OCT-2022 12:30","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 12:30","OHA2201 OHA0",159.415,0.000,5.638 -"15-OCT-2022 12:30","OHB2201 OHB0",172.838,0.000,6.113 -"15-OCT-2022 12:30","OHC2201 OHC0",172.838,0.000,6.113 -"15-OCT-2022 12:30","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 12:30","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 12:30","PEN0331",0.000,0.000,13.460 -"15-OCT-2022 12:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 12:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 12:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 12:30","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 12:30","RPO2201 RPO0",102.000,7.155,18.000 -"15-OCT-2022 12:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 12:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 12:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 12:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 12:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 12:30","TGA0331 KMI0",26.000,0.000,0.000 -"15-OCT-2022 12:30","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 12:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 12:30","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 12:30","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 12:30","TKU2201 TKU0",75.187,0.000,19.160 -"15-OCT-2022 12:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 12:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 12:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 12:30","TWC2201 NZW0",5.715,0.000,0.000 -"15-OCT-2022 12:30","TWC2201 TWF0",26.546,0.000,0.000 -"15-OCT-2022 12:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 12:30","TWH0331 TUK0",26.854,0.000,0.000 -"15-OCT-2022 12:30","WDV1101 TAP0",35.783,0.000,0.000 -"15-OCT-2022 12:30","WGN0331",0.000,0.000,48.732 -"15-OCT-2022 12:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 12:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 12:30","WIL0331 MCK0",2.443,0.000,0.000 -"15-OCT-2022 12:30","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 12:30","WKM2201 WKM0",112.000,1.000,1.000 -"15-OCT-2022 12:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 12:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 12:30","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 12:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 12:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 12:30","WVY1101 WPP0",22.705,0.000,0.000 -"15-OCT-2022 12:30","WWD1102 WWD0",0.040,0.000,0.000 -"15-OCT-2022 12:30","WWD1103 WWD0",0.014,0.000,0.000 -"15-OCT-2022 13:00","ARA2201 ARA0",72.000,0.000,4.000 -"15-OCT-2022 13:00","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 13:00","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 13:00","ARI1102 ARI0",80.000,3.000,6.000 -"15-OCT-2022 13:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 13:00","ATI2201 ATI0",68.000,4.000,5.984 -"15-OCT-2022 13:00","AVI2201 AVI0",178.439,0.000,6.350 -"15-OCT-2022 13:00","BEN2202 BEN0",443.596,0.000,15.786 -"15-OCT-2022 13:00","BOB1101",0.000,2.238,5.144 -"15-OCT-2022 13:00","BPE0331",0.000,1.540,1.540 -"15-OCT-2022 13:00","BPE0331 TWF0",5.503,0.000,0.000 -"15-OCT-2022 13:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 13:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 13:00","CPK0331",0.000,0.000,3.856 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13:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 13:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 13:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 13:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 13:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 13:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 13:00","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 13:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 13:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 13:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 13:00","LTN0331 TWF0",6.837,0.000,0.000 -"15-OCT-2022 13:00","LTN2201 TUR0",19.395,0.000,0.000 -"15-OCT-2022 13:00","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 13:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 13:00","MAT1101 MAT0",37.200,0.000,0.000 -"15-OCT-2022 13:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 13:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 13:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 13:00","MTI2201 MTI0",185.000,0.000,24.000 -"15-OCT-2022 13:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 13:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 13:00","NMA0331 WHL0",16.861,0.000,0.000 -"15-OCT-2022 13:00","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 13:00","OHA2201 OHA0",158.427,0.000,5.638 -"15-OCT-2022 13:00","OHB2201 OHB0",171.769,0.000,6.113 -"15-OCT-2022 13:00","OHC2201 OHC0",171.769,0.000,6.113 -"15-OCT-2022 13:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 13:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 13:00","PEN0331",0.000,0.000,11.725 -"15-OCT-2022 13:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 13:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 13:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 13:00","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 13:00","RPO2201 RPO0",102.000,9.466,18.000 -"15-OCT-2022 13:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 13:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 13:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 13:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 13:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 13:00","TGA0331 KMI0",26.000,0.000,0.000 -"15-OCT-2022 13:00","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 13:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 13:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 13:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 13:00","TKU2201 TKU0",85.114,0.000,19.160 -"15-OCT-2022 13:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 13:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 13:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 13:00","TWC2201 NZW0",3.399,0.000,0.000 -"15-OCT-2022 13:00","TWC2201 TWF0",22.526,0.000,0.000 -"15-OCT-2022 13:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 13:00","TWH0331 TUK0",13.338,0.000,0.000 -"15-OCT-2022 13:00","WDV1101 TAP0",38.495,0.000,0.000 -"15-OCT-2022 13:00","WGN0331",0.000,0.000,23.918 -"15-OCT-2022 13:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 13:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 13:00","WIL0331 MCK0",2.049,0.000,0.000 -"15-OCT-2022 13:00","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 13:00","WKM2201 WKM0",112.000,1.000,1.000 -"15-OCT-2022 13:00","WPA2201 WPA0",48.000,0.000,1.000 -"15-OCT-2022 13:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 13:00","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 13:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 13:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 13:00","WVY1101 WPP0",25.375,0.000,0.000 -"15-OCT-2022 13:00","WWD1102 WWD0",0.000,0.000,0.000 -"15-OCT-2022 13:00","WWD1103 WWD0",0.411,0.000,0.000 -"15-OCT-2022 13:30","ARA2201 ARA0",72.000,2.000,4.000 -"15-OCT-2022 13:30","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 13:30","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 13:30","ARI1102 ARI0",60.000,0.000,6.000 -"15-OCT-2022 13:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 13:30","ATI2201 ATI0",68.000,4.000,5.984 -"15-OCT-2022 13:30","AVI2201 AVI0",180.503,0.000,6.350 -"15-OCT-2022 13:30","BEN2202 BEN0",448.727,0.000,15.786 -"15-OCT-2022 13:30","BOB1101",0.000,2.066,4.748 -"15-OCT-2022 13:30","BPE0331",0.000,2.110,2.110 -"15-OCT-2022 13:30","BPE0331 TWF0",8.134,0.000,0.000 -"15-OCT-2022 13:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 13:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 13:30","CPK0331",0.000,0.000,3.657 -"15-OCT-2022 13:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 13:30","CYD2201 CYD0",206.000,0.000,0.000 -"15-OCT-2022 13:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 13:30","HAM0331",0.000,6.800,10.600 -"15-OCT-2022 13:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 13:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 13:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 13:30","HLY2201 HLY5",224.576,0.000,0.000 -"15-OCT-2022 13:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 13:30","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 13:30","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 13:30","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 13:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 13:30","HWB0331 MAH0",5.087,0.000,0.000 -"15-OCT-2022 13:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 13:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 13:30","ISL0661",0.000,0.780,0.780 -"15-OCT-2022 13:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 13:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 13:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 13:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 13:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 13:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 13:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 13:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 13:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 13:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 13:30","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 13:30","LTN0331 TWF0",9.732,0.000,0.000 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13:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 13:30","TWC2201 NZW0",4.559,0.000,0.000 -"15-OCT-2022 13:30","TWC2201 TWF0",38.824,0.000,0.000 -"15-OCT-2022 13:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 13:30","TWH0331 TUK0",7.667,0.000,0.000 -"15-OCT-2022 13:30","WDV1101 TAP0",40.908,0.000,0.000 -"15-OCT-2022 13:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 13:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 13:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 13:30","WIL0331 MCK0",2.365,0.000,0.000 -"15-OCT-2022 13:30","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 13:30","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 13:30","WPA2201 WPA0",48.000,0.000,1.000 -"15-OCT-2022 13:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 13:30","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 13:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 13:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 13:30","WVY1101 WPP0",27.594,0.000,0.000 -"15-OCT-2022 13:30","WWD1102 WWD0",0.147,0.000,0.000 -"15-OCT-2022 13:30","WWD1103 WWD0",0.029,0.000,0.000 -"15-OCT-2022 14:00","ARA2201 ARA0",72.000,0.000,4.000 -"15-OCT-2022 14:00","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 14:00","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 14:00","ARI1102 ARI0",60.000,0.000,5.000 -"15-OCT-2022 14:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 14:00","ATI2201 ATI0",68.000,0.000,5.000 -"15-OCT-2022 14:00","AVI2201 AVI0",181.773,0.000,6.350 -"15-OCT-2022 14:00","BEN2202 BEN0",451.884,0.000,0.818 -"15-OCT-2022 14:00","BOB1101",0.000,1.894,4.352 -"15-OCT-2022 14:00","BPE0331",0.000,1.930,1.930 -"15-OCT-2022 14:00","BPE0331 TWF0",5.538,0.000,0.000 -"15-OCT-2022 14:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 14:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 14:00","CPK0331",0.000,0.000,3.458 -"15-OCT-2022 14:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 14:00","CYD2201 CYD0",206.000,0.000,0.000 -"15-OCT-2022 14:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 14:00","HAM0331",0.000,0.000,8.200 -"15-OCT-2022 14:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 14:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 14:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 14:00","HLY2201 HLY5",215.915,0.000,0.000 -"15-OCT-2022 14:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 14:00","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 14:00","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 14:00","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 14:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 14:00","HWB0331 MAH0",4.226,0.000,0.000 -"15-OCT-2022 14:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 14:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 14:00","ISL0661",0.000,0.710,0.710 -"15-OCT-2022 14:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 14:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 14:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 14:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 14:00","KAW0113",0.000,0.000,0.000 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14:00","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 14:00","OHA2201 OHA0",161.387,3.721,5.638 -"15-OCT-2022 14:00","OHB2201 OHB0",174.978,0.000,6.113 -"15-OCT-2022 14:00","OHC2201 OHC0",174.978,0.000,6.113 -"15-OCT-2022 14:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 14:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 14:00","PEN0331",0.000,0.000,10.625 -"15-OCT-2022 14:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 14:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 14:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 14:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 14:00","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 14:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 14:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 14:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 14:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 14:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 14:00","TGA0331 KMI0",26.000,0.000,0.000 -"15-OCT-2022 14:00","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 14:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 14:00","TKA0111 TKA1",20.000,0.000,0.000 -"15-OCT-2022 14:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 14:00","TKU2201 TKU0",47.000,0.000,0.000 -"15-OCT-2022 14:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 14:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 14:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 14:00","TWC2201 NZW0",3.044,0.000,0.000 -"15-OCT-2022 14:00","TWC2201 TWF0",33.584,0.000,0.000 -"15-OCT-2022 14:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 14:00","TWH0331 TUK0",7.115,0.000,0.000 -"15-OCT-2022 14:00","WDV1101 TAP0",34.133,0.000,0.000 -"15-OCT-2022 14:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 14:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 14:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 14:00","WIL0331 MCK0",1.332,0.000,0.000 -"15-OCT-2022 14:00","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 14:00","WKM2201 WKM0",112.000,0.000,1.000 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14:30","BPE0331 TWF0",7.952,0.000,0.000 -"15-OCT-2022 14:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 14:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 14:30","CPK0331",0.000,0.000,3.127 -"15-OCT-2022 14:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 14:30","CYD2201 CYD0",206.000,0.000,0.000 -"15-OCT-2022 14:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 14:30","HAM0331",0.000,0.000,10.800 -"15-OCT-2022 14:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 14:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 14:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 14:30","HLY2201 HLY5",230.000,0.000,0.000 -"15-OCT-2022 14:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 14:30","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 14:30","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 14:30","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 14:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 14:30","HWB0331 MAH0",1.219,0.000,0.000 -"15-OCT-2022 14:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 14:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 14:30","ISL0661",0.000,0.890,0.890 -"15-OCT-2022 14:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 14:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 14:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 14:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 14:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 14:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 14:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 14:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 14:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 14:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 14:30","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 14:30","LTN0331 TWF0",10.350,0.000,0.000 -"15-OCT-2022 14:30","LTN2201 TUR0",10.298,0.000,0.000 -"15-OCT-2022 14:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 14:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 14:30","MAT1101 MAT0",25.700,0.000,36.700 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14:30","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 14:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 14:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 14:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 14:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 14:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 14:30","TGA0331 KMI0",26.000,0.000,0.000 -"15-OCT-2022 14:30","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 14:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 14:30","TKA0111 TKA1",10.000,0.000,0.000 -"15-OCT-2022 14:30","TKB2201 TKB1",56.000,0.000,0.000 -"15-OCT-2022 14:30","TKU2201 TKU0",47.000,0.000,0.000 -"15-OCT-2022 14:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 14:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 14:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 14:30","TWC2201 NZW0",2.034,0.000,0.000 -"15-OCT-2022 14:30","TWC2201 TWF0",31.679,0.000,0.000 -"15-OCT-2022 14:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 14:30","TWH0331 TUK0",4.099,0.000,0.000 -"15-OCT-2022 14:30","WDV1101 TAP0",42.167,0.000,0.000 -"15-OCT-2022 14:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 14:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 14:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 14:30","WIL0331 MCK0",0.540,0.000,0.000 -"15-OCT-2022 14:30","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 14:30","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 14:30","WPA2201 WPA0",48.000,0.000,1.000 -"15-OCT-2022 14:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 14:30","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 14:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 14:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 14:30","WVY1101 WPP0",30.687,0.000,0.000 -"15-OCT-2022 14:30","WWD1102 WWD0",0.001,0.000,0.000 -"15-OCT-2022 14:30","WWD1103 WWD0",0.796,0.000,0.000 -"15-OCT-2022 15:00","ARA2201 ARA0",72.000,0.000,4.000 -"15-OCT-2022 15:00","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 15:00","ARI1101 ARI0",69.000,0.000,2.967 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HLY5",215.439,0.000,0.000 -"15-OCT-2022 15:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 15:00","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 15:00","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 15:00","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 15:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 15:00","HWB0331 MAH0",1.005,0.000,0.000 -"15-OCT-2022 15:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 15:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 15:00","ISL0661",0.000,1.200,1.200 -"15-OCT-2022 15:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 15:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 15:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 15:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 15:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 15:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 15:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 15:00","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 15:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 15:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 15:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 15:00","LTN0331 TWF0",8.902,0.000,0.000 -"15-OCT-2022 15:00","LTN2201 TUR0",17.033,0.000,0.000 -"15-OCT-2022 15:00","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 15:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 15:00","MAT1101 MAT0",19.400,0.000,36.700 -"15-OCT-2022 15:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 15:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 15:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 15:00","MTI2201 MTI0",167.000,0.000,24.000 -"15-OCT-2022 15:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 15:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 15:00","NMA0331 WHL0",14.761,0.000,0.000 -"15-OCT-2022 15:00","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 15:00","OHA2201 OHA0",168.013,0.000,5.638 -"15-OCT-2022 15:00","OHB2201 OHB0",182.160,0.000,0.000 -"15-OCT-2022 15:00","OHC2201 OHC0",182.160,0.000,0.000 -"15-OCT-2022 15:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 15:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 15:00","PEN0331",0.000,0.000,11.160 -"15-OCT-2022 15:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 15:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 15:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 15:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 15:00","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 15:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 15:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 15:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 15:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 15:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 15:00","TGA0331 KMI0",26.000,0.000,0.000 -"15-OCT-2022 15:00","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 15:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 15:00","TKA0111 TKA1",10.000,0.000,0.000 -"15-OCT-2022 15:00","TKB2201 TKB1",56.000,0.000,3.400 -"15-OCT-2022 15:00","TKU2201 TKU0",47.000,0.000,0.000 -"15-OCT-2022 15:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 15:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 15:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 15:00","TWC2201 NZW0",4.456,0.000,0.000 -"15-OCT-2022 15:00","TWC2201 TWF0",32.773,0.000,0.000 -"15-OCT-2022 15:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 15:00","TWH0331 TUK0",4.121,0.000,0.000 -"15-OCT-2022 15:00","WDV1101 TAP0",28.258,0.000,0.000 -"15-OCT-2022 15:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 15:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 15:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 15:00","WIL0331 MCK0",1.681,0.000,0.000 -"15-OCT-2022 15:00","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 15:00","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 15:00","WPA2201 WPA0",48.000,0.000,1.000 -"15-OCT-2022 15:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 15:00","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 15:00","WRK2201 WRK0",105.000,0.000,0.000 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15:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 15:30","CYD2201 CYD0",206.000,0.000,0.000 -"15-OCT-2022 15:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 15:30","HAM0331",0.000,0.000,8.700 -"15-OCT-2022 15:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 15:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 15:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 15:30","HLY2201 HLY5",230.000,0.000,0.000 -"15-OCT-2022 15:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 15:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 15:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 15:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 15:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 15:30","HWB0331 MAH0",1.800,0.000,0.000 -"15-OCT-2022 15:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 15:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 15:30","ISL0661",0.000,1.250,1.250 -"15-OCT-2022 15:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 15:30","KAW0111",0.000,0.000,0.000 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15:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 15:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 15:30","NMA0331 WHL0",14.214,0.000,0.000 -"15-OCT-2022 15:30","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 15:30","OHA2201 OHA0",167.589,0.000,5.638 -"15-OCT-2022 15:30","OHB2201 OHB0",181.702,0.000,2.541 -"15-OCT-2022 15:30","OHC2201 OHC0",181.702,0.000,0.000 -"15-OCT-2022 15:30","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 15:30","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 15:30","PEN0331",0.000,0.000,11.800 -"15-OCT-2022 15:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 15:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 15:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 15:30","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 15:30","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 15:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 15:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 15:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 15:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 15:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 15:30","TGA0331 KMI0",26.000,0.000,0.000 -"15-OCT-2022 15:30","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 15:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 15:30","TKA0111 TKA1",10.000,0.000,3.000 -"15-OCT-2022 15:30","TKB2201 TKB1",56.000,0.000,3.400 -"15-OCT-2022 15:30","TKU2201 TKU0",94.000,0.000,0.000 -"15-OCT-2022 15:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 15:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 15:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 15:30","TWC2201 NZW0",3.779,0.000,0.000 -"15-OCT-2022 15:30","TWC2201 TWF0",22.666,0.000,0.000 -"15-OCT-2022 15:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 15:30","TWH0331 TUK0",6.409,0.000,0.000 -"15-OCT-2022 15:30","WDV1101 TAP0",25.190,0.000,0.000 -"15-OCT-2022 15:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 15:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 15:30","WIL0331",0.000,0.000,0.000 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PTA3",10.000,0.000,0.000 -"15-OCT-2022 16:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 16:00","HWB0331 MAH0",2.057,0.000,0.000 -"15-OCT-2022 16:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 16:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 16:00","ISL0661",0.000,1.320,1.320 -"15-OCT-2022 16:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 16:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 16:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 16:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 16:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 16:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 16:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 16:00","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 16:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 16:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 16:00","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 16:00","LTN0331 TWF0",9.147,0.000,0.000 -"15-OCT-2022 16:00","LTN2201 TUR0",14.160,0.000,0.000 -"15-OCT-2022 16:00","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 16:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 16:00","MAT1101 MAT0",24.500,0.000,36.700 -"15-OCT-2022 16:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 16:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 16:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 16:00","MTI2201 MTI0",171.000,4.224,22.000 -"15-OCT-2022 16:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 16:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 16:00","NMA0331 WHL0",12.946,0.000,0.000 -"15-OCT-2022 16:00","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 16:00","OHA2201 OHA0",156.735,0.000,5.638 -"15-OCT-2022 16:00","OHB2201 OHB0",169.935,0.000,6.113 -"15-OCT-2022 16:00","OHC2201 OHC0",169.935,0.000,4.837 -"15-OCT-2022 16:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 16:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 16:00","PEN0331",0.000,0.000,12.275 -"15-OCT-2022 16:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 16:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 16:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 16:00","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 16:00","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 16:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 16:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 16:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 16:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 16:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 16:00","TGA0331 KMI0",24.000,0.000,0.000 -"15-OCT-2022 16:00","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 16:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 16:00","TKA0111 TKA1",10.000,0.000,0.000 -"15-OCT-2022 16:00","TKB2201 TKB1",56.000,0.000,0.000 -"15-OCT-2022 16:00","TKU2201 TKU0",94.000,0.000,0.000 -"15-OCT-2022 16:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 16:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 16:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 16:00","TWC2201 NZW0",2.826,0.000,0.000 -"15-OCT-2022 16:00","TWC2201 TWF0",25.638,0.000,0.000 -"15-OCT-2022 16:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 16:00","TWH0331 TUK0",4.402,0.000,0.000 -"15-OCT-2022 16:00","WDV1101 TAP0",34.159,0.000,0.000 -"15-OCT-2022 16:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 16:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 16:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 16:00","WIL0331 MCK0",1.614,0.000,0.000 -"15-OCT-2022 16:00","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 16:00","WKM2201 WKM0",112.000,1.000,1.000 -"15-OCT-2022 16:00","WPA2201 WPA0",48.000,0.000,1.000 -"15-OCT-2022 16:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 16:00","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 16:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 16:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 16:00","WVY1101 WPP0",24.829,0.000,0.000 -"15-OCT-2022 16:00","WWD1102 WWD0",0.378,0.000,0.000 -"15-OCT-2022 16:00","WWD1103 WWD0",0.213,0.000,0.000 -"15-OCT-2022 16:30","ARA2201 ARA0",72.000,0.000,4.000 -"15-OCT-2022 16:30","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 16:30","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 16:30","ARI1102 ARI0",103.000,0.000,5.000 -"15-OCT-2022 16:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 16:30","ATI2201 ATI0",68.000,0.000,5.000 -"15-OCT-2022 16:30","AVI2201 AVI0",177.804,0.000,6.350 -"15-OCT-2022 16:30","BEN2202 BEN0",442.018,0.000,15.786 -"15-OCT-2022 16:30","BOB1101",0.000,1.958,4.500 -"15-OCT-2022 16:30","BPE0331",0.000,3.970,3.970 -"15-OCT-2022 16:30","BPE0331 TWF0",4.866,0.000,0.000 -"15-OCT-2022 16:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 16:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 16:30","CPK0331",0.000,0.000,3.579 -"15-OCT-2022 16:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 16:30","CYD2201 CYD0",206.000,0.000,0.000 -"15-OCT-2022 16:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 16:30","HAM0331",0.000,0.000,11.600 -"15-OCT-2022 16:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 16:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 16:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 16:30","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 16:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 16:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 16:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 16:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 16:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 16:30","HWB0331 MAH0",3.007,0.000,0.000 -"15-OCT-2022 16:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 16:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 16:30","ISL0661",0.000,1.470,1.470 -"15-OCT-2022 16:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 16:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 16:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 16:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 16:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 16:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 16:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 16:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 16:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 16:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 16:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 16:30","LTN0331 TWF0",6.635,0.000,0.000 -"15-OCT-2022 16:30","LTN2201 TUR0",18.459,0.000,0.000 -"15-OCT-2022 16:30","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 16:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 16:30","MAT1101 MAT0",19.200,28.100,36.700 -"15-OCT-2022 16:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 16:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 16:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 16:30","MTI2201 MTI0",221.578,0.000,27.000 -"15-OCT-2022 16:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 16:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 16:30","NMA0331 WHL0",8.750,0.000,0.000 -"15-OCT-2022 16:30","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 16:30","OHA2201 OHA0",157.864,0.000,5.638 -"15-OCT-2022 16:30","OHB2201 OHB0",171.157,0.000,6.113 -"15-OCT-2022 16:30","OHC2201 OHC0",171.157,0.000,0.000 -"15-OCT-2022 16:30","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 16:30","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 16:30","PEN0331",0.000,0.000,12.940 -"15-OCT-2022 16:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 16:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 16:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 16:30","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 16:30","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 16:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 16:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 16:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 16:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 16:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 16:30","TGA0331 KMI0",24.000,0.000,0.000 -"15-OCT-2022 16:30","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 16:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 16:30","TKA0111 TKA1",10.000,0.000,3.000 -"15-OCT-2022 16:30","TKB2201 TKB1",56.000,0.000,1.367 -"15-OCT-2022 16:30","TKU2201 TKU0",94.000,0.000,0.000 -"15-OCT-2022 16:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 16:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 16:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 16:30","TWC2201 NZW0",2.882,0.000,0.000 -"15-OCT-2022 16:30","TWC2201 TWF0",19.229,0.000,0.000 -"15-OCT-2022 16:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 16:30","TWH0331 TUK0",2.139,0.000,0.000 -"15-OCT-2022 16:30","WDV1101 TAP0",32.722,0.000,0.000 -"15-OCT-2022 16:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 16:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 16:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 16:30","WIL0331 MCK0",2.454,0.000,0.000 -"15-OCT-2022 16:30","WKM2201 MOK0",89.000,0.000,0.000 -"15-OCT-2022 16:30","WKM2201 WKM0",112.000,0.466,1.000 -"15-OCT-2022 16:30","WPA2201 WPA0",48.000,0.000,1.000 -"15-OCT-2022 16:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 16:30","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 16:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 16:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 16:30","WVY1101 WPP0",25.225,0.000,0.000 -"15-OCT-2022 16:30","WWD1102 WWD0",0.371,0.000,0.000 -"15-OCT-2022 16:30","WWD1103 WWD0",0.005,0.000,0.000 -"15-OCT-2022 17:00","ARA2201 ARA0",72.000,0.000,5.976 -"15-OCT-2022 17:00","ARG1101 BRR0",7.000,0.000,0.000 -"15-OCT-2022 17:00","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 17:00","ARI1102 ARI0",100.936,2.000,5.000 -"15-OCT-2022 17:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 17:00","ATI2201 ATI0",68.000,0.000,5.000 -"15-OCT-2022 17:00","AVI2201 AVI0",176.375,0.000,6.350 -"15-OCT-2022 17:00","BEN2202 BEN0",438.466,0.000,15.786 -"15-OCT-2022 17:00","BOB1101",0.000,2.088,4.797 -"15-OCT-2022 17:00","BPE0331",0.000,3.470,3.470 -"15-OCT-2022 17:00","BPE0331 TWF0",7.385,0.000,0.000 -"15-OCT-2022 17:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 17:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 17:00","CPK0331",0.000,0.000,3.816 -"15-OCT-2022 17:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 17:00","CYD2201 CYD0",206.000,0.000,0.000 -"15-OCT-2022 17:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 17:00","HAM0331",0.000,0.000,10.500 -"15-OCT-2022 17:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 17:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 17:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 17:00","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 17:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 17:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 17:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 17:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 17:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 17:00","HWB0331 MAH0",2.282,0.000,0.000 -"15-OCT-2022 17:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 17:00","ISL0331",0.000,0.000,0.000 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17:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 17:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 17:00","MTI2201 MTI0",198.000,0.000,25.000 -"15-OCT-2022 17:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 17:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 17:00","NMA0331 WHL0",9.544,0.000,0.000 -"15-OCT-2022 17:00","NSY0331 PAE0",10.500,0.000,0.000 -"15-OCT-2022 17:00","OHA2201 OHA0",156.595,0.000,5.638 -"15-OCT-2022 17:00","OHB2201 OHB0",169.782,0.000,6.113 -"15-OCT-2022 17:00","OHC2201 OHC0",169.782,0.000,6.113 -"15-OCT-2022 17:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 17:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 17:00","PEN0331",0.000,0.000,15.585 -"15-OCT-2022 17:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 17:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 17:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 17:00","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 17:00","RPO2201 RPO0",92.000,2.381,28.000 -"15-OCT-2022 17:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 17:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 17:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 17:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 17:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 17:00","TGA0331 KMI0",24.000,0.000,0.000 -"15-OCT-2022 17:00","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 17:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 17:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 17:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 17:00","TKU2201 TKU0",94.000,0.000,15.340 -"15-OCT-2022 17:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 17:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 17:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 17:00","TWC2201 NZW0",6.692,0.000,0.000 -"15-OCT-2022 17:00","TWC2201 TWF0",29.733,0.000,0.000 -"15-OCT-2022 17:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 17:00","TWH0331 TUK0",0.023,0.000,0.000 -"15-OCT-2022 17:00","WDV1101 TAP0",31.855,0.000,0.000 -"15-OCT-2022 17:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 17:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 17:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 17:00","WIL0331 MCK0",0.136,0.000,0.000 -"15-OCT-2022 17:00","WKM2201 MOK0",88.000,0.000,0.000 -"15-OCT-2022 17:00","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 17:00","WPA2201 WPA0",48.000,0.000,1.000 -"15-OCT-2022 17:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 17:00","WRK0331 TAA0",26.000,0.000,0.000 -"15-OCT-2022 17:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 17:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 17:00","WVY1101 WPP0",25.092,0.000,0.000 -"15-OCT-2022 17:00","WWD1102 WWD0",0.179,0.000,0.000 -"15-OCT-2022 17:00","WWD1103 WWD0",0.000,0.000,0.000 -"15-OCT-2022 17:30","ARA2201 ARA0",72.000,0.000,5.976 -"15-OCT-2022 17:30","ARG1101 BRR0",8.000,0.000,0.000 -"15-OCT-2022 17:30","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 17:30","ARI1102 ARI0",103.000,0.000,5.974 -"15-OCT-2022 17:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 17:30","ATI2201 ATI0",68.000,4.000,5.984 -"15-OCT-2022 17:30","AVI2201 AVI0",177.169,0.000,6.350 -"15-OCT-2022 17:30","BEN2202 BEN0",440.439,0.000,15.786 -"15-OCT-2022 17:30","BOB1101",0.000,2.217,5.094 -"15-OCT-2022 17:30","BPE0331",0.000,3.160,3.160 -"15-OCT-2022 17:30","BPE0331 TWF0",7.651,0.000,0.000 -"15-OCT-2022 17:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 17:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 17:30","CPK0331",0.000,0.000,4.490 -"15-OCT-2022 17:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 17:30","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 17:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 17:30","HAM0331",0.000,0.000,12.000 -"15-OCT-2022 17:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 17:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 17:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 17:30","HLY2201 HLY5",242.510,0.000,0.000 -"15-OCT-2022 17:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 17:30","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 17:30","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 17:30","HWA1101 PTA3",0.000,0.000,0.000 -"15-OCT-2022 17:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 17:30","HWB0331 MAH0",2.194,0.000,0.000 -"15-OCT-2022 17:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 17:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 17:30","ISL0661",0.000,1.170,1.170 -"15-OCT-2022 17:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 17:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 17:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 17:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 17:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 17:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 17:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 17:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 17:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 17:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 17:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 17:30","LTN0331 TWF0",10.048,0.000,0.000 -"15-OCT-2022 17:30","LTN2201 TUR0",35.012,0.000,0.000 -"15-OCT-2022 17:30","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 17:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 17:30","MAT1101 MAT0",59.000,0.000,21.000 -"15-OCT-2022 17:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 17:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 17:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 17:30","MTI2201 MTI0",187.000,0.000,19.000 -"15-OCT-2022 17:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 17:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 17:30","NMA0331 WHL0",11.539,0.000,0.000 -"15-OCT-2022 17:30","NSY0331 PAE0",9.500,0.000,0.000 -"15-OCT-2022 17:30","OHA2201 OHA0",157.300,0.000,5.638 -"15-OCT-2022 17:30","OHB2201 OHB0",170.546,0.000,6.113 -"15-OCT-2022 17:30","OHC2201 OHC0",170.546,0.000,6.113 -"15-OCT-2022 17:30","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 17:30","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 17:30","PEN0331",0.000,0.000,19.315 -"15-OCT-2022 17:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 17:30","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 17:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 17:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 17:30","RPO2201 RPO0",92.000,2.625,28.000 -"15-OCT-2022 17:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 17:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 17:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 17:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 17:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 17:30","TGA0331 KMI0",24.000,0.000,0.000 -"15-OCT-2022 17:30","THI2201 THI1",79.000,0.000,0.000 -"15-OCT-2022 17:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 17:30","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 17:30","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 17:30","TKU2201 TKU0",141.000,0.000,4.407 -"15-OCT-2022 17:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 17:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 17:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 17:30","TWC2201 NZW0",8.141,0.000,0.000 -"15-OCT-2022 17:30","TWC2201 TWF0",31.702,0.000,0.000 -"15-OCT-2022 17:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 17:30","TWH0331 TUK0",0.000,0.000,0.000 -"15-OCT-2022 17:30","WDV1101 TAP0",29.510,0.000,0.000 -"15-OCT-2022 17:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 17:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 17:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 17:30","WIL0331 MCK0",0.000,0.000,0.000 -"15-OCT-2022 17:30","WKM2201 MOK0",88.000,0.000,0.000 -"15-OCT-2022 17:30","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 17:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 17:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 17:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 17:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 17:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 17:30","WVY1101 WPP0",19.326,0.000,0.000 -"15-OCT-2022 17:30","WWD1102 WWD0",0.000,0.000,0.000 -"15-OCT-2022 17:30","WWD1103 WWD0",0.000,0.000,0.000 -"15-OCT-2022 18:00","ARA2201 ARA0",72.000,3.000,5.976 -"15-OCT-2022 18:00","ARG1101 BRR0",8.000,0.000,0.000 -"15-OCT-2022 18:00","ARI1101 ARI0",69.000,1.000,2.000 -"15-OCT-2022 18:00","ARI1102 ARI0",103.000,0.000,8.000 -"15-OCT-2022 18:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 18:00","ATI2201 ATI0",68.000,0.000,5.000 -"15-OCT-2022 18:00","AVI2201 AVI0",173.042,0.000,6.350 -"15-OCT-2022 18:00","BEN2202 BEN0",430.178,0.000,15.786 -"15-OCT-2022 18:00","BOB1101",0.000,2.281,5.243 -"15-OCT-2022 18:00","BPE0331",0.000,3.220,3.220 -"15-OCT-2022 18:00","BPE0331 TWF0",7.054,0.000,0.000 -"15-OCT-2022 18:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 18:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 18:00","CPK0331",0.000,0.000,5.165 -"15-OCT-2022 18:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 18:00","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 18:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 18:00","HAM0331",0.000,7.500,10.700 -"15-OCT-2022 18:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 18:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 18:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 18:00","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 18:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 18:00","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 18:00","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 18:00","HWA1101 PTA3",5.528,0.000,0.000 -"15-OCT-2022 18:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 18:00","HWB0331 MAH0",0.970,0.000,0.000 -"15-OCT-2022 18:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 18:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 18:00","ISL0661",0.000,1.190,1.190 -"15-OCT-2022 18:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 18:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 18:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 18:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 18:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 18:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 18:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 18:00","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 18:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 18:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 18:00","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 18:00","LTN0331 TWF0",9.406,0.000,0.000 -"15-OCT-2022 18:00","LTN2201 TUR0",32.401,0.000,0.000 -"15-OCT-2022 18:00","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 18:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 18:00","MAT1101 MAT0",52.900,0.000,27.100 -"15-OCT-2022 18:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 18:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 18:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 18:00","MTI2201 MTI0",199.000,0.000,24.000 -"15-OCT-2022 18:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 18:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 18:00","NMA0331 WHL0",15.724,0.000,0.000 -"15-OCT-2022 18:00","NSY0331 PAE0",9.500,0.000,0.000 -"15-OCT-2022 18:00","OHA2201 OHA0",153.634,0.000,5.638 -"15-OCT-2022 18:00","OHB2201 OHB0",166.573,0.000,4.094 -"15-OCT-2022 18:00","OHC2201 OHC0",166.573,0.000,6.113 -"15-OCT-2022 18:00","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 18:00","OKI2201 OKI0",39.000,0.000,0.000 -"15-OCT-2022 18:00","PEN0331",0.000,0.000,22.385 -"15-OCT-2022 18:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 18:00","ROT1101 WHE0",25.000,0.000,0.000 -"15-OCT-2022 18:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 18:00","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 18:00","RPO2201 RPO0",92.000,7.441,28.000 -"15-OCT-2022 18:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 18:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 18:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 18:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 18:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 18:00","TGA0331 KMI0",24.000,0.000,0.000 -"15-OCT-2022 18:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 18:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 18:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 18:00","TKB2201 TKB1",112.000,0.000,0.000 -"15-OCT-2022 18:00","TKU2201 TKU0",141.000,0.000,0.000 -"15-OCT-2022 18:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 18:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 18:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 18:00","TWC2201 NZW0",7.525,0.000,0.000 -"15-OCT-2022 18:00","TWC2201 TWF0",28.882,0.000,0.000 -"15-OCT-2022 18:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 18:00","TWH0331 TUK0",0.000,0.000,0.000 -"15-OCT-2022 18:00","WDV1101 TAP0",30.527,0.000,0.000 -"15-OCT-2022 18:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 18:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 18:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 18:00","WIL0331 MCK0",0.279,0.000,0.000 -"15-OCT-2022 18:00","WKM2201 MOK0",88.000,0.000,0.000 -"15-OCT-2022 18:00","WKM2201 WKM0",112.000,1.000,1.000 -"15-OCT-2022 18:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 18:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 18:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 18:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 18:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 18:00","WVY1101 WPP0",18.546,0.000,0.000 -"15-OCT-2022 18:00","WWD1102 WWD0",0.000,0.000,0.000 -"15-OCT-2022 18:00","WWD1103 WWD0",0.000,0.000,0.000 -"15-OCT-2022 18:30","ARA2201 ARA0",72.000,1.872,2.736 -"15-OCT-2022 18:30","ARG1101 BRR0",8.000,0.000,0.000 -"15-OCT-2022 18:30","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 18:30","ARI1102 ARI0",111.000,0.000,0.000 -"15-OCT-2022 18:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 18:30","ATI2201 ATI0",68.000,1.836,1.836 -"15-OCT-2022 18:30","AVI2201 AVI0",170.025,0.000,6.350 -"15-OCT-2022 18:30","BEN2202 BEN0",422.680,0.000,15.786 -"15-OCT-2022 18:30","BOB1101",0.000,2.314,5.317 -"15-OCT-2022 18:30","BPE0331",0.000,3.460,3.460 -"15-OCT-2022 18:30","BPE0331 TWF0",6.734,0.000,0.000 -"15-OCT-2022 18:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 18:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 18:30","CPK0331",0.000,0.000,5.437 -"15-OCT-2022 18:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 18:30","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 18:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 18:30","HAM0331",0.000,7.200,14.500 -"15-OCT-2022 18:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 18:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 18:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 18:30","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 18:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 18:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 18:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 18:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 18:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 18:30","HWB0331 MAH0",0.480,0.000,0.000 -"15-OCT-2022 18:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 18:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 18:30","ISL0661",0.000,1.280,1.280 -"15-OCT-2022 18:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 18:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 18:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 18:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 18:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 18:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 18:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 18:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 18:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 18:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 18:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 18:30","LTN0331 TWF0",8.916,0.000,0.000 -"15-OCT-2022 18:30","LTN2201 TUR0",35.791,0.000,0.000 -"15-OCT-2022 18:30","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 18:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 18:30","MAT1101 MAT0",47.000,0.000,33.000 -"15-OCT-2022 18:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 18:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 18:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 18:30","MTI2201 MTI0",204.658,5.064,12.893 -"15-OCT-2022 18:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 18:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 18:30","NMA0331 WHL0",15.758,0.000,0.000 -"15-OCT-2022 18:30","NSY0331 PAE0",9.500,0.000,0.000 -"15-OCT-2022 18:30","OHA2201 OHA0",150.957,0.000,5.638 -"15-OCT-2022 18:30","OHB2201 OHB0",163.669,0.000,6.113 -"15-OCT-2022 18:30","OHC2201 OHC0",163.669,0.000,6.113 -"15-OCT-2022 18:30","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 18:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 18:30","PEN0331",0.000,0.000,24.475 -"15-OCT-2022 18:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 18:30","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 18:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 18:30","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 18:30","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 18:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 18:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 18:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 18:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 18:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 18:30","TGA0331 KMI0",24.000,0.000,0.000 -"15-OCT-2022 18:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 18:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 18:30","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 18:30","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 18:30","TKU2201 TKU0",141.000,0.000,14.097 -"15-OCT-2022 18:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 18:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 18:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 18:30","TWC2201 NZW0",5.754,0.000,0.000 -"15-OCT-2022 18:30","TWC2201 TWF0",27.872,0.000,0.000 -"15-OCT-2022 18:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 18:30","TWH0331 TUK0",0.000,0.000,0.000 -"15-OCT-2022 18:30","WDV1101 TAP0",31.957,0.000,0.000 -"15-OCT-2022 18:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 18:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 18:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 18:30","WIL0331 MCK0",0.635,0.000,0.000 -"15-OCT-2022 18:30","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 18:30","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 18:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 18:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 18:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 18:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 18:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 18:30","WVY1101 WPP0",24.026,0.000,0.000 -"15-OCT-2022 18:30","WWD1102 WWD0",0.000,0.000,0.000 -"15-OCT-2022 18:30","WWD1103 WWD0",0.000,0.000,0.000 -"15-OCT-2022 19:00","ARA2201 ARA0",72.000,0.000,2.736 -"15-OCT-2022 19:00","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 19:00","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 19:00","ARI1102 ARI0",111.000,0.000,0.000 -"15-OCT-2022 19:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 19:00","ATI2201 ATI0",68.000,0.000,1.836 -"15-OCT-2022 19:00","AVI2201 AVI0",167.644,0.000,6.350 -"15-OCT-2022 19:00","BEN2202 BEN0",416.760,0.000,15.786 -"15-OCT-2022 19:00","BOB1101",0.000,2.378,5.465 -"15-OCT-2022 19:00","BPE0331",0.000,3.460,3.460 -"15-OCT-2022 19:00","BPE0331 TWF0",6.168,0.000,0.000 -"15-OCT-2022 19:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 19:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 19:00","CPK0331",0.000,0.000,5.709 -"15-OCT-2022 19:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 19:00","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 19:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 19:00","HAM0331",0.000,0.000,11.100 -"15-OCT-2022 19:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 19:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 19:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 19:00","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 19:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 19:00","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 19:00","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 19:00","HWA1101 PTA3",9.000,0.000,0.000 -"15-OCT-2022 19:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 19:00","HWB0331 MAH0",0.949,0.000,0.000 -"15-OCT-2022 19:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 19:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 19:00","ISL0661",0.000,1.280,1.280 -"15-OCT-2022 19:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 19:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 19:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 19:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 19:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 19:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 19:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 19:00","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 19:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 19:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 19:00","KUM0661 KUM0",0.000,0.000,0.000 -"15-OCT-2022 19:00","LTN0331 TWF0",8.003,0.000,0.000 -"15-OCT-2022 19:00","LTN2201 TUR0",25.509,0.000,0.000 -"15-OCT-2022 19:00","MAN2201 MAN0",300.000,45.000,77.000 -"15-OCT-2022 19:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 19:00","MAT1101 MAT0",40.200,0.000,36.700 -"15-OCT-2022 19:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 19:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 19:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 19:00","MTI2201 MTI0",242.891,4.166,9.473 -"15-OCT-2022 19:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 19:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 19:00","NMA0331 WHL0",19.688,0.000,0.000 -"15-OCT-2022 19:00","NSY0331 PAE0",9.500,0.000,0.000 -"15-OCT-2022 19:00","OHA2201 OHA0",148.842,0.000,5.638 -"15-OCT-2022 19:00","OHB2201 OHB0",161.377,0.000,6.113 -"15-OCT-2022 19:00","OHC2201 OHC0",161.377,0.000,6.113 -"15-OCT-2022 19:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 19:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 19:00","PEN0331",0.000,0.000,23.425 -"15-OCT-2022 19:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 19:00","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 19:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 19:00","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 19:00","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 19:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 19:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 19:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 19:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 19:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 19:00","TGA0331 KMI0",17.000,0.000,0.000 -"15-OCT-2022 19:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 19:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 19:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 19:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 19:00","TKU2201 TKU0",141.000,0.000,17.847 -"15-OCT-2022 19:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 19:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 19:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 19:00","TWC2201 NZW0",6.299,0.000,0.000 -"15-OCT-2022 19:00","TWC2201 TWF0",30.803,0.000,0.000 -"15-OCT-2022 19:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 19:00","TWH0331 TUK0",0.000,0.000,0.000 -"15-OCT-2022 19:00","WDV1101 TAP0",33.334,0.000,0.000 -"15-OCT-2022 19:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 19:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 19:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 19:00","WIL0331 MCK0",0.404,0.000,0.000 -"15-OCT-2022 19:00","WKM2201 MOK0",90.000,0.000,0.000 -"15-OCT-2022 19:00","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 19:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 19:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 19:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 19:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 19:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 19:00","WVY1101 WPP0",24.294,0.000,0.000 -"15-OCT-2022 19:00","WWD1102 WWD0",0.007,0.000,0.000 -"15-OCT-2022 19:00","WWD1103 WWD0",0.000,0.000,0.000 -"15-OCT-2022 19:30","ARA2201 ARA0",75.000,0.000,2.850 -"15-OCT-2022 19:30","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 19:30","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 19:30","ARI1102 ARI0",111.000,0.000,0.000 -"15-OCT-2022 19:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 19:30","ATI2201 ATI0",74.000,0.000,0.000 -"15-OCT-2022 19:30","AVI2201 AVI0",180.185,0.000,6.350 -"15-OCT-2022 19:30","BEN2202 BEN0",447.938,0.000,15.786 -"15-OCT-2022 19:30","BOB1101",0.000,2.443,5.614 -"15-OCT-2022 19:30","BPE0331",0.000,3.600,3.600 -"15-OCT-2022 19:30","BPE0331 TWF0",6.045,0.000,0.000 -"15-OCT-2022 19:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 19:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 19:30","CPK0331",0.000,0.000,5.718 -"15-OCT-2022 19:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 19:30","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 19:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 19:30","HAM0331",0.000,7.400,13.100 -"15-OCT-2022 19:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 19:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 19:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 19:30","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 19:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 19:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 19:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 19:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 19:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 19:30","HWB0331 MAH0",3.257,0.000,0.000 -"15-OCT-2022 19:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 19:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 19:30","ISL0661",0.000,1.330,1.330 -"15-OCT-2022 19:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 19:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 19:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 19:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 19:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 19:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 19:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 19:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 19:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 19:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 19:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 19:30","LTN0331 TWF0",8.396,0.000,0.000 -"15-OCT-2022 19:30","LTN2201 TUR0",26.008,0.000,0.000 -"15-OCT-2022 19:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 19:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 19:30","MAT1101 MAT0",33.700,7.703,36.700 -"15-OCT-2022 19:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 19:30","MKE1101 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19:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 19:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 19:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 19:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 19:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 19:30","TGA0331 KMI0",17.000,0.000,0.000 -"15-OCT-2022 19:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 19:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 19:30","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 19:30","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 19:30","TKU2201 TKU0",141.227,0.000,38.303 -"15-OCT-2022 19:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 19:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 19:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 19:30","TWC2201 NZW0",7.138,0.000,0.000 -"15-OCT-2022 19:30","TWC2201 TWF0",32.881,0.000,0.000 -"15-OCT-2022 19:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 19:30","TWH0331 TUK0",0.000,0.000,0.000 -"15-OCT-2022 19:30","WDV1101 TAP0",33.974,0.000,0.000 -"15-OCT-2022 19:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 19:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 19:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 19:30","WIL0331 MCK0",2.094,0.000,0.000 -"15-OCT-2022 19:30","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 19:30","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 19:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 19:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 19:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 19:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 19:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 19:30","WVY1101 WPP0",18.815,0.000,0.000 -"15-OCT-2022 19:30","WWD1102 WWD0",0.305,0.000,0.000 -"15-OCT-2022 19:30","WWD1103 WWD0",0.000,0.000,0.000 -"15-OCT-2022 20:00","ARA2201 ARA0",78.000,2.000,2.000 -"15-OCT-2022 20:00","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 20:00","ARI1101 ARI0",81.000,0.000,0.000 -"15-OCT-2022 20:00","ARI1102 ARI0",111.000,0.000,0.000 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HLY6",0.000,0.000,0.000 -"15-OCT-2022 20:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 20:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 20:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 20:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 20:00","HWB0331 MAH0",5.273,0.000,0.000 -"15-OCT-2022 20:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 20:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 20:00","ISL0661",0.000,1.410,1.410 -"15-OCT-2022 20:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 20:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 20:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 20:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 20:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 20:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 20:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 20:00","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 20:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 20:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 20:00","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 20:00","LTN0331 TWF0",9.442,0.000,0.000 -"15-OCT-2022 20:00","LTN2201 TUR0",26.001,0.000,0.000 -"15-OCT-2022 20:00","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 20:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 20:00","MAT1101 MAT0",38.000,28.100,36.700 -"15-OCT-2022 20:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 20:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 20:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 20:00","MTI2201 MTI0",282.000,3.000,3.000 -"15-OCT-2022 20:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 20:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 20:00","NMA0331 WHL0",19.736,0.000,0.000 -"15-OCT-2022 20:00","NSY0331 PAE0",9.500,0.000,0.000 -"15-OCT-2022 20:00","OHA2201 OHA0",156.454,0.000,5.638 -"15-OCT-2022 20:00","OHB2201 OHB0",169.629,0.000,6.113 -"15-OCT-2022 20:00","OHC2201 OHC0",169.629,0.000,6.113 -"15-OCT-2022 20:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 20:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 20:00","PEN0331",0.000,0.000,21.550 -"15-OCT-2022 20:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 20:00","ROT1101 WHE0",24.000,0.000,0.000 -"15-OCT-2022 20:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 20:00","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 20:00","RPO2201 RPO0",92.000,2.140,28.000 -"15-OCT-2022 20:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 20:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 20:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 20:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 20:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 20:00","TGA0331 KMI0",17.000,0.000,0.000 -"15-OCT-2022 20:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 20:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 20:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 20:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 20:00","TKU2201 TKU0",183.252,0.000,38.320 -"15-OCT-2022 20:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 20:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 20:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 20:00","TWC2201 NZW0",8.344,0.000,0.000 -"15-OCT-2022 20:00","TWC2201 TWF0",40.871,0.000,0.000 -"15-OCT-2022 20:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 20:00","TWH0331 TUK0",0.001,0.000,0.000 -"15-OCT-2022 20:00","WDV1101 TAP0",34.683,0.000,0.000 -"15-OCT-2022 20:00","WGN0331",0.000,0.000,15.901 -"15-OCT-2022 20:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 20:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 20:00","WIL0331 MCK0",3.529,0.000,0.000 -"15-OCT-2022 20:00","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 20:00","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 20:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 20:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 20:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 20:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 20:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 20:00","WVY1101 WPP0",12.842,0.000,0.000 -"15-OCT-2022 20:00","WWD1102 WWD0",0.801,0.000,0.000 -"15-OCT-2022 20:00","WWD1103 WWD0",0.283,0.000,0.000 -"15-OCT-2022 20:30","ARA2201 ARA0",72.000,1.872,2.736 -"15-OCT-2022 20:30","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 20:30","ARI1101 ARI0",69.000,0.000,0.000 -"15-OCT-2022 20:30","ARI1102 ARI0",111.000,0.000,0.000 -"15-OCT-2022 20:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 20:30","ATI2201 ATI0",68.000,1.836,1.836 -"15-OCT-2022 20:30","AVI2201 AVI0",171.613,0.000,6.350 -"15-OCT-2022 20:30","BEN2202 BEN0",426.626,0.000,15.786 -"15-OCT-2022 20:30","BOB1101",0.000,2.435,5.596 -"15-OCT-2022 20:30","BPE0331",0.000,4.080,4.080 -"15-OCT-2022 20:30","BPE0331 TWF0",9.822,0.000,0.000 -"15-OCT-2022 20:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 20:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 20:30","CPK0331",0.000,0.000,5.629 -"15-OCT-2022 20:30","CYD0331",0.000,0.000,0.000 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TAM0",0.000,0.000,0.000 -"15-OCT-2022 20:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 20:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 20:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 20:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 20:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 20:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 20:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 20:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 20:30","LTN0331 TWF0",12.149,0.000,0.000 -"15-OCT-2022 20:30","LTN2201 TUR0",32.444,0.000,0.000 -"15-OCT-2022 20:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 20:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 20:30","MAT1101 MAT0",58.200,21.800,21.800 -"15-OCT-2022 20:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 20:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 20:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 20:30","MTI2201 MTI0",261.056,6.092,7.310 -"15-OCT-2022 20:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 20:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 20:30","NMA0331 WHL0",24.040,0.000,0.000 -"15-OCT-2022 20:30","NSY0331 PAE0",9.500,0.000,0.000 -"15-OCT-2022 20:30","OHA2201 OHA0",152.367,0.000,5.638 -"15-OCT-2022 20:30","OHB2201 OHB0",165.197,0.000,6.113 -"15-OCT-2022 20:30","OHC2201 OHC0",165.197,0.000,6.113 -"15-OCT-2022 20:30","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 20:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 20:30","PEN0331",0.000,0.000,19.040 -"15-OCT-2022 20:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 20:30","ROT1101 WHE0",24.000,0.000,0.000 -"15-OCT-2022 20:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 20:30","ROX2201 ROX0",160.000,0.000,0.000 -"15-OCT-2022 20:30","RPO2201 RPO0",92.000,28.000,28.000 -"15-OCT-2022 20:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 20:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 20:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 20:30","SFD2201 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20:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 20:30","WIL0331 MCK0",4.074,0.000,0.000 -"15-OCT-2022 20:30","WKM2201 MOK0",91.000,0.000,0.000 -"15-OCT-2022 20:30","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 20:30","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 20:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 20:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 20:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 20:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 20:30","WVY1101 WPP0",13.390,0.000,0.000 -"15-OCT-2022 20:30","WWD1102 WWD0",1.931,0.000,0.000 -"15-OCT-2022 20:30","WWD1103 WWD0",2.215,0.000,0.000 -"15-OCT-2022 21:00","ARA2201 ARA0",78.000,0.000,2.000 -"15-OCT-2022 21:00","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 21:00","ARI1101 ARI0",73.229,0.000,0.000 -"15-OCT-2022 21:00","ARI1102 ARI0",111.000,0.000,0.000 -"15-OCT-2022 21:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 21:00","ATI2201 ATI0",74.000,0.000,0.000 -"15-OCT-2022 21:00","AVI2201 AVI0",165.739,0.000,6.350 -"15-OCT-2022 21:00","BEN2202 BEN0",412.024,0.000,15.786 -"15-OCT-2022 21:00","BOB1101",0.000,2.605,5.985 -"15-OCT-2022 21:00","BPE0331",0.000,4.110,4.110 -"15-OCT-2022 21:00","BPE0331 TWF0",9.228,0.000,0.000 -"15-OCT-2022 21:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 21:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 21:00","CPK0331",0.000,0.000,5.526 -"15-OCT-2022 21:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 21:00","CYD2201 CYD0",309.000,0.000,0.000 -"15-OCT-2022 21:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 21:00","HAM0331",0.000,0.000,11.400 -"15-OCT-2022 21:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 21:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 21:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 21:00","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 21:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 21:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 21:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 21:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 21:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 21:00","HWB0331 MAH0",2.306,0.000,0.000 -"15-OCT-2022 21:00","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 21:00","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 21:00","ISL0661",0.000,1.520,1.520 -"15-OCT-2022 21:00","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 21:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 21:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 21:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 21:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 21:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 21:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 21:00","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 21:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 21:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 21:00","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 21:00","LTN0331 TWF0",11.602,0.000,0.000 -"15-OCT-2022 21:00","LTN2201 TUR0",32.908,0.000,0.000 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21:00","ROT1101 WHE0",24.000,0.000,0.000 -"15-OCT-2022 21:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 21:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 21:00","RPO2201 RPO0",92.000,28.000,28.000 -"15-OCT-2022 21:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 21:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 21:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 21:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 21:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 21:00","TGA0331 KMI0",17.000,0.000,0.000 -"15-OCT-2022 21:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 21:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 21:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 21:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 21:00","TKU2201 TKU0",174.705,0.000,38.320 -"15-OCT-2022 21:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 21:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 21:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 21:00","TWC2201 NZW0",9.960,0.000,0.000 -"15-OCT-2022 21:00","TWC2201 TWF0",45.712,0.000,0.000 -"15-OCT-2022 21:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 21:00","TWH0331 TUK0",0.000,0.000,0.000 -"15-OCT-2022 21:00","WDV1101 TAP0",36.284,0.000,0.000 -"15-OCT-2022 21:00","WGN0331",0.000,0.000,6.677 -"15-OCT-2022 21:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 21:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 21:00","WIL0331 MCK0",4.602,0.000,0.000 -"15-OCT-2022 21:00","WKM2201 MOK0",92.000,0.000,0.000 -"15-OCT-2022 21:00","WKM2201 WKM0",124.000,0.000,0.000 -"15-OCT-2022 21:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 21:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 21:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 21:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 21:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 21:00","WVY1101 WPP0",10.446,0.000,0.000 -"15-OCT-2022 21:00","WWD1102 WWD0",2.132,0.000,0.000 -"15-OCT-2022 21:00","WWD1103 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21:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 21:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 21:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 21:30","HLY2201 HLY5",250.000,0.000,0.000 -"15-OCT-2022 21:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 21:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 21:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 21:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 21:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 21:30","HWB0331 MAH0",1.706,0.000,0.000 -"15-OCT-2022 21:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 21:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 21:30","ISL0661",0.000,1.690,0.000 -"15-OCT-2022 21:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 21:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 21:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 21:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 21:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 21:30","KAW1101 KAG0",107.000,0.000,0.000 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21:30","OHA2201 OHA0",142.924,0.000,5.638 -"15-OCT-2022 21:30","OHB2201 OHB0",154.958,0.000,6.113 -"15-OCT-2022 21:30","OHC2201 OHC0",154.958,0.000,6.113 -"15-OCT-2022 21:30","OHK2201 OHK0",79.000,1.000,1.000 -"15-OCT-2022 21:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 21:30","PEN0331",0.000,0.000,16.685 -"15-OCT-2022 21:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 21:30","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 21:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 21:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 21:30","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 21:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 21:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 21:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 21:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 21:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 21:30","TGA0331 KMI0",17.000,0.000,0.000 -"15-OCT-2022 21:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 21:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 21:30","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 21:30","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 21:30","TKU2201 TKU0",141.000,0.000,13.569 -"15-OCT-2022 21:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 21:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 21:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 21:30","TWC2201 NZW0",10.841,0.000,0.000 -"15-OCT-2022 21:30","TWC2201 TWF0",43.471,0.000,0.000 -"15-OCT-2022 21:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 21:30","TWH0331 TUK0",0.000,0.000,0.000 -"15-OCT-2022 21:30","WDV1101 TAP0",34.630,0.000,0.000 -"15-OCT-2022 21:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 21:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 21:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 21:30","WIL0331 MCK0",4.020,0.000,0.000 -"15-OCT-2022 21:30","WKM2201 MOK0",92.000,0.000,0.000 -"15-OCT-2022 21:30","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 21:30","WPA2201 WPA0",48.000,0.000,1.000 -"15-OCT-2022 21:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 21:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 21:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 21:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 21:30","WVY1101 WPP0",4.699,0.000,0.000 -"15-OCT-2022 21:30","WWD1102 WWD0",4.457,0.000,0.000 -"15-OCT-2022 21:30","WWD1103 WWD0",3.352,0.000,0.000 -"15-OCT-2022 22:00","ARA2201 ARA0",72.000,0.000,5.000 -"15-OCT-2022 22:00","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 22:00","ARI1101 ARI0",69.000,0.000,2.000 -"15-OCT-2022 22:00","ARI1102 ARI0",103.000,0.000,5.000 -"15-OCT-2022 22:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 22:00","ATI2201 ATI0",68.000,0.000,5.000 -"15-OCT-2022 22:00","AVI2201 AVI0",158.277,0.000,6.350 -"15-OCT-2022 22:00","BEN2202 BEN0",393.475,0.000,15.786 -"15-OCT-2022 22:00","BOB1101",0.000,1.876,4.311 -"15-OCT-2022 22:00","BPE0331",0.000,4.260,0.000 -"15-OCT-2022 22:00","BPE0331 TWF0",6.698,0.000,0.000 -"15-OCT-2022 22:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 22:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 22:00","CPK0331",0.000,0.000,5.553 -"15-OCT-2022 22:00","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 22:00","CYD2201 CYD0",206.000,0.000,0.000 -"15-OCT-2022 22:00","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 22:00","HAM0331",0.000,0.000,9.800 -"15-OCT-2022 22:00","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 22:00","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 22:00","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 22:00","HLY2201 HLY5",220.000,0.000,0.000 -"15-OCT-2022 22:00","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 22:00","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 22:00","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 22:00","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 22:00","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 22:00","HWB0331 MAH0",0.603,0.000,0.000 -"15-OCT-2022 22:00","HWB0331 WPI0",0.000,0.000,0.000 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MHO0",20.500,0.000,0.000 -"15-OCT-2022 22:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 22:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 22:00","MTI2201 MTI0",213.000,0.000,27.000 -"15-OCT-2022 22:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 22:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 22:00","NMA0331 WHL0",23.007,0.000,0.000 -"15-OCT-2022 22:00","NSY0331 PAE0",9.500,0.000,0.000 -"15-OCT-2022 22:00","OHA2201 OHA0",140.526,0.000,5.638 -"15-OCT-2022 22:00","OHB2201 OHB0",152.361,0.000,6.113 -"15-OCT-2022 22:00","OHC2201 OHC0",152.361,0.000,0.149 -"15-OCT-2022 22:00","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 22:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 22:00","PEN0331",0.000,0.000,14.875 -"15-OCT-2022 22:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 22:00","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 22:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 22:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 22:00","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 22:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 22:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 22:00","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 22:00","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 22:00","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 22:00","TGA0331 KMI0",17.000,0.000,0.000 -"15-OCT-2022 22:00","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 22:00","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 22:00","TKA0111 TKA1",20.000,0.000,0.001 -"15-OCT-2022 22:00","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 22:00","TKU2201 TKU0",147.998,0.000,0.000 -"15-OCT-2022 22:00","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 22:00","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 22:00","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 22:00","TWC2201 NZW0",9.984,0.000,0.000 -"15-OCT-2022 22:00","TWC2201 TWF0",41.892,0.000,0.000 -"15-OCT-2022 22:00","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 22:00","TWH0331 TUK0",0.071,0.000,0.000 -"15-OCT-2022 22:00","WDV1101 TAP0",34.226,0.000,0.000 -"15-OCT-2022 22:00","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 22:00","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 22:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 22:00","WIL0331 MCK0",4.316,0.000,0.000 -"15-OCT-2022 22:00","WKM2201 MOK0",92.000,0.000,0.000 -"15-OCT-2022 22:00","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 22:00","WPA2201 WPA0",54.000,0.000,0.000 -"15-OCT-2022 22:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 22:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 22:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 22:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 22:00","WVY1101 WPP0",1.200,0.000,0.000 -"15-OCT-2022 22:00","WWD1102 WWD0",5.300,0.000,0.000 -"15-OCT-2022 22:00","WWD1103 WWD0",4.861,0.000,0.000 -"15-OCT-2022 22:30","ARA2201 ARA0",72.000,0.000,4.000 -"15-OCT-2022 22:30","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 22:30","ARI1101 ARI0",69.000,0.000,2.967 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HLY5",200.000,0.000,0.000 -"15-OCT-2022 22:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 22:30","HWA1101 PTA1",11.000,0.000,0.000 -"15-OCT-2022 22:30","HWA1101 PTA2",10.000,0.000,0.000 -"15-OCT-2022 22:30","HWA1101 PTA3",10.000,0.000,0.000 -"15-OCT-2022 22:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 22:30","HWB0331 MAH0",0.624,0.000,0.000 -"15-OCT-2022 22:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 22:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 22:30","ISL0661",0.000,1.750,0.000 -"15-OCT-2022 22:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 22:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 22:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 22:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 22:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 22:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 22:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 22:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 22:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 22:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 22:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 22:30","LTN0331 TWF0",6.882,0.000,0.000 -"15-OCT-2022 22:30","LTN2201 TUR0",24.837,0.000,0.000 -"15-OCT-2022 22:30","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 22:30","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 22:30","MAT1101 MAT0",50.900,0.000,29.100 -"15-OCT-2022 22:30","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 22:30","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 22:30","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 22:30","MTI2201 MTI0",151.771,0.000,20.000 -"15-OCT-2022 22:30","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 22:30","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 22:30","NMA0331 WHL0",17.727,0.000,0.000 -"15-OCT-2022 22:30","NSY0331 PAE0",9.000,0.000,0.000 -"15-OCT-2022 22:30","OHA2201 OHA0",140.669,0.000,0.000 -"15-OCT-2022 22:30","OHB2201 OHB0",152.513,0.000,0.000 -"15-OCT-2022 22:30","OHC2201 OHC0",152.513,0.000,1.715 -"15-OCT-2022 22:30","OHK2201 OHK0",79.000,0.000,1.000 -"15-OCT-2022 22:30","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 22:30","PEN0331",0.000,0.000,14.015 -"15-OCT-2022 22:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 22:30","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 22:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 22:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 22:30","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 22:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 22:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 22:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 22:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 22:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 22:30","TGA0331 KMI0",8.000,0.000,0.000 -"15-OCT-2022 22:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 22:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 22:30","TKA0111 TKA1",20.000,0.000,0.000 -"15-OCT-2022 22:30","TKB2201 TKB1",112.000,0.000,0.001 -"15-OCT-2022 22:30","TKU2201 TKU0",126.000,0.000,0.000 -"15-OCT-2022 22:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 22:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 22:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 22:30","TWC2201 NZW0",7.657,0.000,0.000 -"15-OCT-2022 22:30","TWC2201 TWF0",36.000,0.000,0.000 -"15-OCT-2022 22:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 22:30","TWH0331 TUK0",1.575,0.000,0.000 -"15-OCT-2022 22:30","WDV1101 TAP0",28.305,0.000,0.000 -"15-OCT-2022 22:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 22:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 22:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 22:30","WIL0331 MCK0",2.560,0.000,0.000 -"15-OCT-2022 22:30","WKM2201 MOK0",92.000,0.000,0.000 -"15-OCT-2022 22:30","WKM2201 WKM0",112.000,0.000,1.000 -"15-OCT-2022 22:30","WPA2201 WPA0",42.000,0.000,1.000 -"15-OCT-2022 22:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 22:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 22:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 22:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 22:30","WVY1101 WPP0",0.000,0.000,0.000 -"15-OCT-2022 22:30","WWD1102 WWD0",3.293,0.000,0.000 -"15-OCT-2022 22:30","WWD1103 WWD0",3.997,0.000,0.000 -"15-OCT-2022 23:00","ARA2201 ARA0",72.000,0.000,3.000 -"15-OCT-2022 23:00","ARG1101 BRR0",6.000,0.000,0.000 -"15-OCT-2022 23:00","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 23:00","ARI1102 ARI0",60.000,0.000,6.000 -"15-OCT-2022 23:00","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 23:00","ATI2201 ATI0",51.000,0.000,3.978 -"15-OCT-2022 23:00","AVI2201 AVI0",162.088,4.763,0.000 -"15-OCT-2022 23:00","BEN2202 BEN0",402.947,0.000,0.000 -"15-OCT-2022 23:00","BOB1101",0.000,1.234,2.835 -"15-OCT-2022 23:00","BPE0331",0.000,4.990,0.000 -"15-OCT-2022 23:00","BPE0331 TWF0",3.594,0.000,0.000 -"15-OCT-2022 23:00","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 23:00","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 23:00","CPK0331",0.000,0.000,2.629 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23:00","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 23:00","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 23:00","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 23:00","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 23:00","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 23:00","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 23:00","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 23:00","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 23:00","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 23:00","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 23:00","LTN0331 TWF0",5.049,0.000,0.000 -"15-OCT-2022 23:00","LTN2201 TUR0",19.619,0.000,0.000 -"15-OCT-2022 23:00","MAN2201 MAN0",219.000,39.000,64.000 -"15-OCT-2022 23:00","MAT1101 ANI0",23.100,0.000,0.000 -"15-OCT-2022 23:00","MAT1101 MAT0",46.500,0.000,33.500 -"15-OCT-2022 23:00","MHO0331 MHO0",20.500,0.000,0.000 -"15-OCT-2022 23:00","MKE1101 MKE1",0.000,0.000,0.000 -"15-OCT-2022 23:00","MPE1101",0.000,0.000,0.000 -"15-OCT-2022 23:00","MTI2201 MTI0",169.000,0.000,26.000 -"15-OCT-2022 23:00","NAP2201 NAP0",140.000,0.000,0.000 -"15-OCT-2022 23:00","NAP2202 NTM0",85.000,0.000,0.000 -"15-OCT-2022 23:00","NMA0331 WHL0",13.932,0.000,0.000 -"15-OCT-2022 23:00","NSY0331 PAE0",9.000,0.000,0.000 -"15-OCT-2022 23:00","OHA2201 OHA0",143.909,0.000,0.000 -"15-OCT-2022 23:00","OHB2201 OHB0",156.028,0.000,0.000 -"15-OCT-2022 23:00","OHC2201 OHC0",156.028,3.766,0.000 -"15-OCT-2022 23:00","OHK2201 OHK0",69.000,0.000,6.000 -"15-OCT-2022 23:00","OKI2201 OKI0",40.000,0.000,0.000 -"15-OCT-2022 23:00","PEN0331",0.000,0.000,12.750 -"15-OCT-2022 23:00","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 23:00","ROT1101 WHE0",20.000,0.000,0.000 -"15-OCT-2022 23:00","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 23:00","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 23:00","RPO2201 RPO0",92.000,0.000,26.559 -"15-OCT-2022 23:00","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 23:00","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 23:00","SFD2201 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WHI0",0.000,0.000,0.000 -"15-OCT-2022 23:00","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 23:00","WIL0331 MCK0",1.271,0.000,0.000 -"15-OCT-2022 23:00","WKM2201 MOK0",92.000,0.000,0.000 -"15-OCT-2022 23:00","WKM2201 WKM0",84.000,0.000,1.000 -"15-OCT-2022 23:00","WPA2201 WPA0",33.000,0.000,0.990 -"15-OCT-2022 23:00","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 23:00","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 23:00","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 23:00","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 23:00","WVY1101 WPP0",0.000,0.000,0.000 -"15-OCT-2022 23:00","WWD1102 WWD0",0.126,0.000,0.000 -"15-OCT-2022 23:00","WWD1103 WWD0",0.842,0.000,0.000 -"15-OCT-2022 23:30","ARA2201 ARA0",72.000,0.000,4.000 -"15-OCT-2022 23:30","ARG1101 BRR0",9.148,0.000,0.000 -"15-OCT-2022 23:30","ARI1101 ARI0",69.000,0.000,2.967 -"15-OCT-2022 23:30","ARI1102 ARI0",60.000,0.000,0.000 -"15-OCT-2022 23:30","ASB0661 HBK0",7.000,0.000,0.000 -"15-OCT-2022 23:30","ATI2201 ATI0",68.000,0.000,4.000 -"15-OCT-2022 23:30","AVI2201 AVI0",160.182,4.763,0.000 -"15-OCT-2022 23:30","BEN2202 BEN0",398.211,4.250,0.000 -"15-OCT-2022 23:30","BOB1101",0.000,1.319,3.030 -"15-OCT-2022 23:30","BPE0331",0.000,5.140,0.000 -"15-OCT-2022 23:30","BPE0331 TWF0",2.439,0.000,0.000 -"15-OCT-2022 23:30","BWK1101 WPI0",0.000,0.000,0.000 -"15-OCT-2022 23:30","COL0661 COL0",36.500,0.000,0.000 -"15-OCT-2022 23:30","CPK0331",0.000,0.000,0.000 -"15-OCT-2022 23:30","CYD0331",0.000,0.000,0.000 -"15-OCT-2022 23:30","CYD2201 CYD0",103.000,0.000,0.000 -"15-OCT-2022 23:30","GLN0332 GLN0",0.000,0.000,0.000 -"15-OCT-2022 23:30","HAM0331",0.000,0.000,0.000 -"15-OCT-2022 23:30","HLY2201 HLY1",0.000,0.000,0.000 -"15-OCT-2022 23:30","HLY2201 HLY2",0.000,0.000,0.000 -"15-OCT-2022 23:30","HLY2201 HLY4",0.000,0.000,0.000 -"15-OCT-2022 23:30","HLY2201 HLY5",0.000,0.000,0.000 -"15-OCT-2022 23:30","HLY2201 HLY6",0.000,0.000,0.000 -"15-OCT-2022 23:30","HWA1101 PTA1",9.000,0.000,0.000 -"15-OCT-2022 23:30","HWA1101 PTA2",9.000,0.000,0.000 -"15-OCT-2022 23:30","HWA1101 PTA3",9.000,0.000,0.000 -"15-OCT-2022 23:30","HWA1102 WAA0",0.000,0.000,0.000 -"15-OCT-2022 23:30","HWB0331 MAH0",2.163,0.000,0.000 -"15-OCT-2022 23:30","HWB0331 WPI0",0.000,0.000,0.000 -"15-OCT-2022 23:30","ISL0331",0.000,0.000,0.000 -"15-OCT-2022 23:30","ISL0661",0.000,1.900,0.000 -"15-OCT-2022 23:30","JRD1101 JRD0",0.000,0.000,0.000 -"15-OCT-2022 23:30","KAW0111",0.000,0.000,0.000 -"15-OCT-2022 23:30","KAW0111 TAM0",0.000,0.000,0.000 -"15-OCT-2022 23:30","KAW0112 ONU0",35.000,0.000,0.000 -"15-OCT-2022 23:30","KAW0113",0.000,0.000,0.000 -"15-OCT-2022 23:30","KAW1101 KAG0",107.000,0.000,0.000 -"15-OCT-2022 23:30","KIN0112 KIN0",0.000,0.000,0.000 -"15-OCT-2022 23:30","KOE1101 NGB0",31.000,0.000,0.000 -"15-OCT-2022 23:30","KPA1101 KPI1",5.000,0.000,0.000 -"15-OCT-2022 23:30","KPO1101 KPO0",64.000,0.000,0.000 -"15-OCT-2022 23:30","KUM0661 KUM0",3.000,0.000,0.000 -"15-OCT-2022 23:30","LTN0331 TWF0",3.860,0.000,0.000 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23:30","PPI2201 PPI0",34.000,0.000,0.000 -"15-OCT-2022 23:30","ROT1101 WHE0",18.000,0.000,0.000 -"15-OCT-2022 23:30","ROX1101 ROX0",40.010,0.000,0.000 -"15-OCT-2022 23:30","ROX2201 ROX0",120.000,0.000,0.000 -"15-OCT-2022 23:30","RPO2201 RPO0",92.000,0.000,28.000 -"15-OCT-2022 23:30","SFD0331",0.000,0.000,0.000 -"15-OCT-2022 23:30","SFD2201 SFD21",0.000,0.000,0.000 -"15-OCT-2022 23:30","SFD2201 SFD22",0.000,0.000,0.000 -"15-OCT-2022 23:30","SFD2201 SPL0",0.000,0.000,0.000 -"15-OCT-2022 23:30","STK0661 COB0",12.000,0.000,0.000 -"15-OCT-2022 23:30","TGA0331 KMI0",8.000,0.000,0.000 -"15-OCT-2022 23:30","THI2201 THI1",80.000,0.000,0.000 -"15-OCT-2022 23:30","THI2201 THI2",84.000,0.000,0.000 -"15-OCT-2022 23:30","TKA0111 TKA1",20.000,0.000,0.000 -"15-OCT-2022 23:30","TKB2201 TKB1",146.000,0.000,0.000 -"15-OCT-2022 23:30","TKU2201 TKU0",173.000,0.000,0.000 -"15-OCT-2022 23:30","TUI1101 KTW0",36.000,0.000,0.000 -"15-OCT-2022 23:30","TUI1101 PRI0",39.000,0.000,0.000 -"15-OCT-2022 23:30","TUI1101 TUI0",40.000,0.000,0.000 -"15-OCT-2022 23:30","TWC2201 NZW0",4.869,0.000,0.000 -"15-OCT-2022 23:30","TWC2201 TWF0",29.312,0.000,0.000 -"15-OCT-2022 23:30","TWH0331 TRC1",30.000,0.000,0.000 -"15-OCT-2022 23:30","TWH0331 TUK0",3.159,0.000,0.000 -"15-OCT-2022 23:30","WDV1101 TAP0",17.853,0.000,0.000 -"15-OCT-2022 23:30","WGN0331",0.000,0.000,0.000 -"15-OCT-2022 23:30","WHI2201 WHI0",0.000,0.000,0.000 -"15-OCT-2022 23:30","WIL0331",0.000,0.000,0.000 -"15-OCT-2022 23:30","WIL0331 MCK0",0.003,0.000,0.000 -"15-OCT-2022 23:30","WKM2201 MOK0",92.000,0.000,0.000 -"15-OCT-2022 23:30","WKM2201 WKM0",112.000,0.000,0.000 -"15-OCT-2022 23:30","WPA2201 WPA0",42.000,0.000,1.000 -"15-OCT-2022 23:30","WRK0331 RKA0",30.000,0.000,0.000 -"15-OCT-2022 23:30","WRK0331 TAA0",27.000,0.000,0.000 -"15-OCT-2022 23:30","WRK2201 WRK0",105.000,0.000,0.000 -"15-OCT-2022 23:30","WTK0111 WTK0",75.000,0.000,0.000 -"15-OCT-2022 23:30","WVY1101 WPP0",0.000,0.000,0.000 -"15-OCT-2022 23:30","WWD1102 WWD0",0.000,0.000,0.000 -"15-OCT-2022 23:30","WWD1103 WWD0",0.000,0.000,0.000 -"02-DEC-2021 13:00","ARA2201 ARA0",72.000,3.000,5.000 -"02-DEC-2021 13:00","ARG1101 BRR0",11.000,0.000,0.000 -"02-DEC-2021 13:00","ARI1101 ARI0",43.000,0.000,0.000 -"02-DEC-2021 13:00","ARI1102 ARI0",58.000,0.000,0.000 -"02-DEC-2021 13:00","ASB0661 HBK0",19.000,0.000,0.000 -"02-DEC-2021 13:00","ATI2201 ATI0",34.000,2.992,3.000 -"02-DEC-2021 13:00","AVI2201 AVI0",196.903,5.763,7.684 -"02-DEC-2021 13:00","BEN2202 BEN0",325.718,9.533,12.711 -"02-DEC-2021 13:00","BOB1101",0.000,1.706,3.921 -"02-DEC-2021 13:00","BPE0331 TWF0",9.230,0.000,0.000 -"02-DEC-2021 13:00","BWK1101 WPI0",0.000,0.000,0.000 -"02-DEC-2021 13:00","COL0661 COL0",39.000,0.000,0.000 -"02-DEC-2021 13:00","CPK0331",0.000,0.000,3.856 -"02-DEC-2021 13:00","CYD0331",0.000,0.000,0.000 -"02-DEC-2021 13:00","CYD2201 CYD0",309.000,33.990,35.000 -"02-DEC-2021 13:00","GLN0332 GLN0",50.000,0.000,0.000 -"02-DEC-2021 13:00","HAM0331",0.000,2.000,6.300 -"02-DEC-2021 13:00","HLY2201 HLY1",0.000,0.000,0.000 -"02-DEC-2021 13:00","HLY2201 HLY4",0.000,0.000,0.000 -"02-DEC-2021 13:00","HLY2201 HLY5",350.000,0.000,0.000 -"02-DEC-2021 13:00","HLY2201 HLY6",0.000,0.000,0.000 -"02-DEC-2021 13:00","HWA1101 PTA1",9.000,0.000,0.000 -"02-DEC-2021 13:00","HWA1101 PTA2",9.000,0.000,0.000 -"02-DEC-2021 13:00","HWA1101 PTA3",0.000,0.000,0.000 -"02-DEC-2021 13:00","HWA1102 WAA0",16.000,0.000,0.000 -"02-DEC-2021 13:00","HWB0331 MAH0",0.000,0.000,0.000 -"02-DEC-2021 13:00","HWB0331 WPI0",0.000,0.000,0.000 -"02-DEC-2021 13:00","ISL0331",0.000,0.000,0.000 -"02-DEC-2021 13:00","JRD1101 JRD0",0.000,0.000,0.000 -"02-DEC-2021 13:00","KAW0111",0.000,0.000,0.000 -"02-DEC-2021 13:00","KAW0111 TAM0",24.000,0.000,0.000 -"02-DEC-2021 13:00","KAW0112 ONU0",29.000,0.000,0.000 -"02-DEC-2021 13:00","KAW0113",0.000,0.000,0.000 -"02-DEC-2021 13:00","KAW1101 KAG0",106.000,0.000,0.000 -"02-DEC-2021 13:00","KIN0112 KIN0",27.000,0.000,0.000 -"02-DEC-2021 13:00","KOE1101 NGB0",32.000,0.000,0.000 -"02-DEC-2021 13:00","KPA1101 KPI1",14.000,0.000,0.000 -"02-DEC-2021 13:00","KPO1101 KPO0",60.000,0.000,0.000 -"02-DEC-2021 13:00","KUM0661 KUM0",6.000,0.000,0.000 -"02-DEC-2021 13:00","LTN0331 TWF0",11.300,0.000,0.000 -"02-DEC-2021 13:00","LTN2201 TUR0",39.500,0.000,0.000 -"02-DEC-2021 13:00","MAN2201 MAN0",728.000,0.000,0.000 -"02-DEC-2021 13:00","MAT1101 ANI0",10.424,0.000,0.000 -"02-DEC-2021 13:00","MAT1101 MAT0",29.600,19.900,18.900 -"02-DEC-2021 13:00","MHO0331 MHO0",26.000,0.000,0.000 -"02-DEC-2021 13:00","MKE1101 MKE1",0.000,0.000,0.000 -"02-DEC-2021 13:00","MPE1101",0.000,0.000,0.000 -"02-DEC-2021 13:00","MTI2201 MTI0",121.000,23.958,34.727 -"02-DEC-2021 13:00","NAP2201 NAP0",139.000,0.000,0.000 -"02-DEC-2021 13:00","NAP2202 NTM0",64.000,0.000,0.000 -"02-DEC-2021 13:00","NMA0331 WHL0",1.530,0.000,0.000 -"02-DEC-2021 13:00","NSY0331 PAE0",2.500,0.000,0.000 -"02-DEC-2021 13:00","OHA2201 OHA0",210.868,6.410,8.545 -"02-DEC-2021 13:00","OHB2201 OHB0",140.068,4.147,5.530 -"02-DEC-2021 13:00","OHC2201 OHC0",136.443,4.147,5.530 -"02-DEC-2021 13:00","OHK2201 OHK0",69.000,2.967,7.521 -"02-DEC-2021 13:00","OKI2201 OKI0",38.000,0.000,0.000 -"02-DEC-2021 13:00","PEN0331",0.000,0.000,25.425 -"02-DEC-2021 13:00","PPI2201 PPI0",39.000,0.000,0.000 -"02-DEC-2021 13:00","ROT1101 WHE0",20.000,3.400,6.000 -"02-DEC-2021 13:00","ROX1101 ROX0",80.000,4.000,4.000 -"02-DEC-2021 13:00","ROX2201 ROX0",160.000,8.000,8.000 -"02-DEC-2021 13:00","RPO2201 RPO0",88.000,32.000,32.000 -"02-DEC-2021 13:00","SFD0331",0.000,11.447,8.353 -"02-DEC-2021 13:00","SFD2201 SFD21",0.000,0.000,0.000 -"02-DEC-2021 13:00","SFD2201 SFD22",0.000,0.000,0.000 -"02-DEC-2021 13:00","SFD2201 SPL0",0.000,0.000,0.000 -"02-DEC-2021 13:00","STK0661 COB0",21.973,0.000,0.000 -"02-DEC-2021 13:00","SWN2201",0.000,0.000,0.000 -"02-DEC-2021 13:00","SWN2201 SWN1",0.000,0.000,0.000 -"02-DEC-2021 13:00","TGA0331 KMI0",30.000,0.000,0.000 -"02-DEC-2021 13:00","THI2201 THI1",80.000,0.000,0.000 -"02-DEC-2021 13:00","THI2201 THI2",82.000,0.000,0.000 -"02-DEC-2021 13:00","TKA0111 TKA1",13.000,0.000,0.000 -"02-DEC-2021 13:00","TKB2201 TKB1",76.000,0.001,0.001 -"02-DEC-2021 13:00","TKU2201 TKU0",94.000,9.180,28.740 -"02-DEC-2021 13:00","TUI1101 KTW0",19.000,0.002,0.001 -"02-DEC-2021 13:00","TUI1101 PRI0",21.000,0.002,0.001 -"02-DEC-2021 13:00","TUI1101 TUI0",37.000,0.002,0.001 -"02-DEC-2021 13:00","TWC2201 NZW0",12.000,0.000,0.000 -"02-DEC-2021 13:00","TWC2201 TWF0",33.490,0.000,0.000 -"02-DEC-2021 13:00","TWH0331 TRC1",42.000,0.000,0.000 -"02-DEC-2021 13:00","TWH0331 TUK0",7.820,0.000,0.000 -"02-DEC-2021 13:00","WDV1101 TAP0",48.980,0.000,0.000 -"02-DEC-2021 13:00","WGN0331",0.000,86.533,127.834 -"02-DEC-2021 13:00","WHI2201 WHI0",0.000,0.000,0.000 -"02-DEC-2021 13:00","WIL0331",0.000,0.106,0.100 -"02-DEC-2021 13:00","WIL0331 MCK0",0.000,0.000,0.000 -"02-DEC-2021 13:00","WKM2201 MOK0",86.000,0.000,0.000 -"02-DEC-2021 13:00","WKM2201 WKM0",84.000,2.000,1.000 -"02-DEC-2021 13:00","WPA2201 WPA0",33.000,0.000,0.792 -"02-DEC-2021 13:00","WRK0331 RKA0",32.000,0.000,0.000 -"02-DEC-2021 13:00","WRK0331 TAA0",20.000,0.000,0.000 -"02-DEC-2021 13:00","WRK2201 WRK0",114.000,0.000,0.000 -"02-DEC-2021 13:00","WTK0111 WTK0",90.000,0.000,0.000 -"02-DEC-2021 13:00","WVY1101 WPP0",9.040,0.000,0.000 -"02-DEC-2021 13:00","WWD1102 WWD0",0.000,0.000,0.000 -"02-DEC-2021 13:00","WWD1103 WWD0",0.000,0.000,0.000 -"02-DEC-2021 13:30","ARA2201 ARA0",66.676,1.867,3.734 -"02-DEC-2021 13:30","ARG1101 BRR0",11.000,0.000,0.000 -"02-DEC-2021 13:30","ARI1101 ARI0",43.000,0.000,0.000 -"02-DEC-2021 13:30","ARI1102 ARI0",55.133,0.937,2.867 -"02-DEC-2021 13:30","ASB0661 HBK0",19.000,0.000,0.000 -"02-DEC-2021 13:30","ATI2201 ATI0",34.000,2.992,4.000 -"02-DEC-2021 13:30","AVI2201 AVI0",196.903,5.763,7.684 -"02-DEC-2021 13:30","BEN2202 BEN0",325.718,9.533,12.711 -"02-DEC-2021 13:30","BOB1101",0.000,1.581,3.632 -"02-DEC-2021 13:30","BPE0331 TWF0",9.230,0.000,0.000 -"02-DEC-2021 13:30","BWK1101 WPI0",0.000,0.000,0.000 -"02-DEC-2021 13:30","COL0661 COL0",39.000,0.000,0.000 -"02-DEC-2021 13:30","CPK0331",0.000,0.000,3.657 -"02-DEC-2021 13:30","CYD0331",0.000,0.000,0.000 -"02-DEC-2021 13:30","CYD2201 CYD0",309.000,33.990,35.000 -"02-DEC-2021 13:30","GLN0332 GLN0",50.000,0.000,0.000 -"02-DEC-2021 13:30","HAM0331",0.000,3.200,5.300 -"02-DEC-2021 13:30","HLY2201 HLY1",0.000,0.000,0.000 -"02-DEC-2021 13:30","HLY2201 HLY4",0.000,0.000,0.000 -"02-DEC-2021 13:30","HLY2201 HLY5",350.000,0.000,0.000 -"02-DEC-2021 13:30","HLY2201 HLY6",0.000,0.000,0.000 -"02-DEC-2021 13:30","HWA1101 PTA1",9.000,0.000,0.000 -"02-DEC-2021 13:30","HWA1101 PTA2",9.000,0.000,0.000 -"02-DEC-2021 13:30","HWA1101 PTA3",0.000,0.000,0.000 -"02-DEC-2021 13:30","HWA1102 WAA0",16.000,0.000,0.000 -"02-DEC-2021 13:30","HWB0331 MAH0",0.000,0.000,0.000 -"02-DEC-2021 13:30","HWB0331 WPI0",0.000,0.000,0.000 -"02-DEC-2021 13:30","ISL0331",0.000,0.000,0.000 -"02-DEC-2021 13:30","JRD1101 JRD0",0.000,0.000,0.000 -"02-DEC-2021 13:30","KAW0111",0.000,0.000,0.000 -"02-DEC-2021 13:30","KAW0111 TAM0",24.000,0.000,0.000 -"02-DEC-2021 13:30","KAW0112 ONU0",29.000,0.000,0.000 -"02-DEC-2021 13:30","KAW0113",0.000,0.000,0.000 -"02-DEC-2021 13:30","KAW1101 KAG0",106.000,0.000,0.000 -"02-DEC-2021 13:30","KIN0112 KIN0",27.000,0.000,0.000 -"02-DEC-2021 13:30","KOE1101 NGB0",32.000,0.000,0.000 -"02-DEC-2021 13:30","KPA1101 KPI1",14.000,0.000,0.000 -"02-DEC-2021 13:30","KPO1101 KPO0",44.000,0.000,0.000 -"02-DEC-2021 13:30","KUM0661 KUM0",6.000,0.000,0.000 -"02-DEC-2021 13:30","LTN0331 TWF0",11.300,0.000,0.000 -"02-DEC-2021 13:30","LTN2201 TUR0",39.500,0.000,0.000 -"02-DEC-2021 13:30","MAN2201 MAN0",728.000,0.000,0.000 -"02-DEC-2021 13:30","MAT1101 ANI0",10.424,0.000,0.000 -"02-DEC-2021 13:30","MAT1101 MAT0",25.600,19.900,18.900 -"02-DEC-2021 13:30","MHO0331 MHO0",26.000,0.000,0.000 -"02-DEC-2021 13:30","MKE1101 MKE1",0.000,0.000,0.000 -"02-DEC-2021 13:30","MPE1101",0.000,0.000,0.000 -"02-DEC-2021 13:30","MTI2201 MTI0",129.000,21.414,28.251 -"02-DEC-2021 13:30","NAP2201 NAP0",139.000,0.000,0.000 -"02-DEC-2021 13:30","NAP2202 NTM0",64.000,0.000,0.000 -"02-DEC-2021 13:30","NMA0331 WHL0",1.530,0.000,0.000 -"02-DEC-2021 13:30","NSY0331 PAE0",2.500,0.000,0.000 -"02-DEC-2021 13:30","OHA2201 OHA0",211.295,6.410,8.545 -"02-DEC-2021 13:30","OHB2201 OHB0",139.364,4.147,5.530 -"02-DEC-2021 13:30","OHC2201 OHC0",136.720,4.147,5.530 -"02-DEC-2021 13:30","OHK2201 OHK0",69.000,2.967,7.521 -"02-DEC-2021 13:30","OKI2201 OKI0",38.000,0.000,0.000 -"02-DEC-2021 13:30","PEN0331",0.000,0.000,23.215 -"02-DEC-2021 13:30","PPI2201 PPI0",39.000,0.000,0.000 -"02-DEC-2021 13:30","ROT1101 WHE0",20.000,3.400,6.000 -"02-DEC-2021 13:30","ROX1101 ROX0",80.000,4.000,4.000 -"02-DEC-2021 13:30","ROX2201 ROX0",160.000,8.000,8.000 -"02-DEC-2021 13:30","RPO2201 RPO0",88.000,32.000,32.000 -"02-DEC-2021 13:30","SFD0331",0.000,11.447,8.353 -"02-DEC-2021 13:30","SFD2201 SFD21",0.000,0.000,0.000 -"02-DEC-2021 13:30","SFD2201 SFD22",0.000,0.000,0.000 -"02-DEC-2021 13:30","SFD2201 SPL0",0.000,0.000,0.000 -"02-DEC-2021 13:30","STK0661 COB0",16.000,0.000,0.000 -"02-DEC-2021 13:30","SWN2201",0.000,0.993,0.993 -"02-DEC-2021 13:30","SWN2201 SWN1",0.000,0.000,0.000 -"02-DEC-2021 13:30","TGA0331 KMI0",30.000,0.000,0.000 -"02-DEC-2021 13:30","THI2201 THI1",80.000,0.000,0.000 -"02-DEC-2021 13:30","THI2201 THI2",82.000,0.000,0.000 -"02-DEC-2021 13:30","TKA0111 TKA1",13.000,0.000,0.000 -"02-DEC-2021 13:30","TKB2201 TKB1",76.000,0.001,0.001 -"02-DEC-2021 13:30","TKU2201 TKU0",94.000,9.180,32.605 -"02-DEC-2021 13:30","TUI1101 KTW0",19.000,0.002,0.002 -"02-DEC-2021 13:30","TUI1101 PRI0",21.000,0.002,0.002 -"02-DEC-2021 13:30","TUI1101 TUI0",37.000,0.002,0.002 -"02-DEC-2021 13:30","TWC2201 NZW0",11.000,0.000,0.000 -"02-DEC-2021 13:30","TWC2201 TWF0",33.490,0.000,0.000 -"02-DEC-2021 13:30","TWH0331 TRC1",42.000,0.000,0.000 -"02-DEC-2021 13:30","TWH0331 TUK0",7.820,0.000,0.000 -"02-DEC-2021 13:30","WDV1101 TAP0",48.980,0.000,0.000 -"02-DEC-2021 13:30","WGN0331",0.000,87.430,130.547 -"02-DEC-2021 13:30","WHI2201 WHI0",0.000,0.000,0.000 -"02-DEC-2021 13:30","WIL0331",0.000,0.106,0.100 -"02-DEC-2021 13:30","WIL0331 MCK0",0.000,0.000,0.000 -"02-DEC-2021 13:30","WKM2201 MOK0",86.000,0.000,0.000 -"02-DEC-2021 13:30","WKM2201 WKM0",84.000,2.000,1.000 -"02-DEC-2021 13:30","WPA2201 WPA0",33.000,0.000,0.792 -"02-DEC-2021 13:30","WRK0331 RKA0",32.000,0.000,0.000 -"02-DEC-2021 13:30","WRK0331 TAA0",20.000,0.000,0.000 -"02-DEC-2021 13:30","WRK2201 WRK0",114.000,0.000,0.000 -"02-DEC-2021 13:30","WTK0111 WTK0",90.000,0.000,0.000 -"02-DEC-2021 13:30","WVY1101 WPP0",9.040,0.000,0.000 -"02-DEC-2021 13:30","WWD1102 WWD0",0.000,0.000,0.000 -"02-DEC-2021 13:30","WWD1103 WWD0",0.000,0.000,0.000 -"02-DEC-2021 14:00","ARA2201 ARA0",72.000,2.000,4.000 -"02-DEC-2021 14:00","ARG1101 BRR0",11.000,0.000,0.000 -"02-DEC-2021 14:00","ARI1101 ARI0",43.000,0.000,0.000 -"02-DEC-2021 14:00","ARI1102 ARI0",58.000,0.000,0.000 -"02-DEC-2021 14:00","ASB0661 HBK0",19.000,0.000,0.000 -"02-DEC-2021 14:00","ATI2201 ATI0",34.000,2.992,4.000 -"02-DEC-2021 14:00","AVI2201 AVI0",193.637,5.763,7.684 -"02-DEC-2021 14:00","BEN2202 BEN0",322.316,9.533,12.711 -"02-DEC-2021 14:00","BOB1101",0.000,1.455,3.343 -"02-DEC-2021 14:00","BPE0331 TWF0",9.230,0.000,0.000 -"02-DEC-2021 14:00","BWK1101 WPI0",0.000,0.000,0.000 -"02-DEC-2021 14:00","COL0661 COL0",39.000,0.000,0.000 -"02-DEC-2021 14:00","CPK0331",0.000,0.000,3.458 -"02-DEC-2021 14:00","CYD0331",0.000,0.000,0.000 -"02-DEC-2021 14:00","CYD2201 CYD0",324.000,35.000,35.000 -"02-DEC-2021 14:00","GLN0332 GLN0",50.000,0.000,0.000 -"02-DEC-2021 14:00","HAM0331",0.000,3.300,5.500 -"02-DEC-2021 14:00","HLY2201 HLY1",0.000,0.000,0.000 -"02-DEC-2021 14:00","HLY2201 HLY4",0.000,0.000,0.000 -"02-DEC-2021 14:00","HLY2201 HLY5",337.000,0.000,0.000 -"02-DEC-2021 14:00","HLY2201 HLY6",0.000,0.000,0.000 -"02-DEC-2021 14:00","HWA1101 PTA1",9.000,0.000,0.000 -"02-DEC-2021 14:00","HWA1101 PTA2",9.000,0.000,0.000 -"02-DEC-2021 14:00","HWA1101 PTA3",9.000,0.000,0.000 -"02-DEC-2021 14:00","HWA1102 WAA0",16.000,0.000,0.000 -"02-DEC-2021 14:00","HWB0331 MAH0",0.000,0.000,0.000 -"02-DEC-2021 14:00","HWB0331 WPI0",0.000,0.000,0.000 -"02-DEC-2021 14:00","ISL0331",0.000,0.000,0.000 -"02-DEC-2021 14:00","JRD1101 JRD0",0.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0111",0.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0111 TAM0",24.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0112 ONU0",29.000,0.000,0.000 -"02-DEC-2021 14:00","KAW0113",0.000,0.000,0.000 -"02-DEC-2021 14:00","KAW1101 KAG0",106.000,0.000,0.000 -"02-DEC-2021 14:00","KIN0112 KIN0",27.000,0.000,0.000 -"02-DEC-2021 14:00","KOE1101 NGB0",32.000,0.000,0.000 -"02-DEC-2021 14:00","KPA1101 KPI1",14.000,0.000,0.000 -"02-DEC-2021 14:00","KPO1101 KPO0",44.000,0.000,0.000 -"02-DEC-2021 14:00","KUM0661 KUM0",6.000,0.000,0.000 -"02-DEC-2021 14:00","LTN0331 TWF0",11.300,0.000,0.000 -"02-DEC-2021 14:00","LTN2201 TUR0",39.500,0.000,0.000 -"02-DEC-2021 14:00","MAN2201 MAN0",728.000,0.000,0.000 -"02-DEC-2021 14:00","MAT1101 ANI0",10.424,0.000,0.000 -"02-DEC-2021 14:00","MAT1101 MAT0",21.600,19.900,18.900 -"02-DEC-2021 14:00","MHO0331 MHO0",26.000,0.000,0.000 -"02-DEC-2021 14:00","MKE1101 MKE1",0.000,0.000,0.000 -"02-DEC-2021 14:00","MPE1101",0.000,0.000,0.000 -"02-DEC-2021 14:00","MTI2201 MTI0",127.000,22.987,31.496 -"02-DEC-2021 14:00","NAP2201 NAP0",139.000,0.000,0.000 -"02-DEC-2021 14:00","NAP2202 NTM0",64.000,0.000,0.000 -"02-DEC-2021 14:00","NMA0331 WHL0",1.530,0.000,0.000 -"02-DEC-2021 14:00","NSY0331 PAE0",2.500,0.000,0.000 -"02-DEC-2021 14:00","OHA2201 OHA0",215.355,6.410,8.545 -"02-DEC-2021 14:00","OHB2201 OHB0",139.346,4.147,5.530 -"02-DEC-2021 14:00","OHC2201 OHC0",139.346,4.147,5.530 -"02-DEC-2021 14:00","OHK2201 OHK0",69.000,2.967,7.521 -"02-DEC-2021 14:00","OKI2201 OKI0",38.000,0.000,0.000 -"02-DEC-2021 14:00","PEN0331",0.000,0.000,22.925 -"02-DEC-2021 14:00","PPI2201 PPI0",39.000,0.000,0.000 -"02-DEC-2021 14:00","ROT1101 WHE0",20.000,3.400,6.000 -"02-DEC-2021 14:00","ROX1101 ROX0",80.010,3.990,3.990 -"02-DEC-2021 14:00","ROX2201 ROX0",160.001,7.999,7.999 -"02-DEC-2021 14:00","RPO2201 RPO0",88.000,32.000,32.000 -"02-DEC-2021 14:00","SFD0331",0.000,11.447,8.353 -"02-DEC-2021 14:00","SFD2201 SFD21",0.000,0.000,0.000 -"02-DEC-2021 14:00","SFD2201 SFD22",0.000,0.000,0.000 -"02-DEC-2021 14:00","SFD2201 SPL0",0.000,0.000,0.000 -"02-DEC-2021 14:00","STK0661 COB0",27.301,0.000,0.000 -"02-DEC-2021 14:00","SWN2201",0.000,0.000,0.000 -"02-DEC-2021 14:00","SWN2201 SWN1",0.000,0.000,0.000 -"02-DEC-2021 14:00","TGA0331 KMI0",30.000,0.000,0.000 -"02-DEC-2021 14:00","THI2201 THI1",80.000,0.000,0.000 -"02-DEC-2021 14:00","THI2201 THI2",82.000,0.000,0.000 -"02-DEC-2021 14:00","TKA0111 TKA1",13.000,0.000,0.000 -"02-DEC-2021 14:00","TKB2201 TKB1",76.000,0.001,0.001 -"02-DEC-2021 14:00","TKU2201 TKU0",94.000,9.180,28.740 -"02-DEC-2021 14:00","TUI1101 KTW0",19.000,0.002,0.001 -"02-DEC-2021 14:00","TUI1101 PRI0",21.000,0.002,0.001 -"02-DEC-2021 14:00","TUI1101 TUI0",37.000,0.002,0.001 -"02-DEC-2021 14:00","TWC2201 NZW0",11.000,0.000,0.000 -"02-DEC-2021 14:00","TWC2201 TWF0",33.490,0.000,0.000 -"02-DEC-2021 14:00","TWH0331 TRC1",42.000,0.000,0.000 -"02-DEC-2021 14:00","TWH0331 TUK0",7.820,0.000,0.000 -"02-DEC-2021 14:00","WDV1101 TAP0",48.980,0.000,0.000 -"02-DEC-2021 14:00","WGN0331",0.000,87.602,137.351 -"02-DEC-2021 14:00","WHI2201 WHI0",0.000,0.000,0.000 -"02-DEC-2021 14:00","WIL0331",0.000,0.106,0.100 -"02-DEC-2021 14:00","WIL0331 MCK0",0.000,0.000,0.000 -"02-DEC-2021 14:00","WKM2201 MOK0",86.000,0.000,0.000 -"02-DEC-2021 14:00","WKM2201 WKM0",84.000,2.000,1.000 -"02-DEC-2021 14:00","WPA2201 WPA0",33.000,0.000,0.792 -"02-DEC-2021 14:00","WRK0331 RKA0",32.000,0.000,0.000 -"02-DEC-2021 14:00","WRK0331 TAA0",20.000,0.000,0.000 -"02-DEC-2021 14:00","WRK2201 WRK0",114.000,0.000,0.000 -"02-DEC-2021 14:00","WTK0111 WTK0",90.000,0.000,0.000 -"02-DEC-2021 14:00","WVY1101 WPP0",9.040,0.000,0.000 -"02-DEC-2021 14:00","WWD1102 WWD0",0.000,0.000,0.000 -"02-DEC-2021 14:00","WWD1103 WWD0",0.000,0.000,0.000 -"02-DEC-2021 14:30","ARA2201 ARA0",72.000,2.000,4.000 -"02-DEC-2021 14:30","ARG1101 BRR0",11.000,0.000,0.000 -"02-DEC-2021 14:30","ARI1101 ARI0",43.000,0.000,0.000 -"02-DEC-2021 14:30","ARI1102 ARI0",47.000,0.799,2.000 -"02-DEC-2021 14:30","ASB0661 HBK0",19.000,0.000,0.000 -"02-DEC-2021 14:30","ATI2201 ATI0",34.000,2.992,3.000 -"02-DEC-2021 14:30","AVI2201 AVI0",200.409,5.763,7.684 -"02-DEC-2021 14:30","BEN2202 BEN0",335.251,9.533,12.711 -"02-DEC-2021 14:30","BOB1101",0.000,1.329,3.054 -"02-DEC-2021 14:30","BPE0331 TWF0",9.230,0.000,0.000 -"02-DEC-2021 14:30","BWK1101 WPI0",0.000,0.000,0.000 -"02-DEC-2021 14:30","COL0661 COL0",39.000,0.000,0.000 -"02-DEC-2021 14:30","CPK0331",0.000,0.000,3.127 -"02-DEC-2021 14:30","CYD0331",0.000,0.000,0.000 -"02-DEC-2021 14:30","CYD2201 CYD0",311.500,34.265,35.000 -"02-DEC-2021 14:30","GLN0332 GLN0",50.000,0.000,0.000 -"02-DEC-2021 14:30","HAM0331",0.000,3.200,5.300 -"02-DEC-2021 14:30","HLY2201 HLY1",0.000,0.000,0.000 -"02-DEC-2021 14:30","HLY2201 HLY4",0.000,0.000,0.000 -"02-DEC-2021 14:30","HLY2201 HLY5",337.000,0.000,0.000 -"02-DEC-2021 14:30","HLY2201 HLY6",0.000,0.000,0.000 -"02-DEC-2021 14:30","HWA1101 PTA1",9.000,0.000,0.000 -"02-DEC-2021 14:30","HWA1101 PTA2",9.000,0.000,0.000 -"02-DEC-2021 14:30","HWA1101 PTA3",9.000,0.000,0.000 -"02-DEC-2021 14:30","HWA1102 WAA0",16.000,0.000,0.000 -"02-DEC-2021 14:30","HWB0331 MAH0",0.000,0.000,0.000 -"02-DEC-2021 14:30","HWB0331 WPI0",0.000,0.000,0.000 -"02-DEC-2021 14:30","ISL0331",0.000,0.000,0.000 -"02-DEC-2021 14:30","JRD1101 JRD0",0.000,0.000,0.000 -"02-DEC-2021 14:30","KAW0111",0.000,0.000,0.000 -"02-DEC-2021 14:30","KAW0111 TAM0",24.000,0.000,0.000 -"02-DEC-2021 14:30","KAW0112 ONU0",29.000,0.000,0.000 -"02-DEC-2021 14:30","KAW0113",0.000,0.000,0.000 -"02-DEC-2021 14:30","KAW1101 KAG0",106.000,0.000,0.000 -"02-DEC-2021 14:30","KIN0112 KIN0",27.000,0.000,0.000 -"02-DEC-2021 14:30","KOE1101 NGB0",32.000,0.000,0.000 -"02-DEC-2021 14:30","KPA1101 KPI1",14.000,0.000,0.000 -"02-DEC-2021 14:30","KPO1101 KPO0",44.000,0.000,0.000 -"02-DEC-2021 14:30","KUM0661 KUM0",6.000,0.000,0.000 -"02-DEC-2021 14:30","LTN0331 TWF0",11.300,0.000,0.000 -"02-DEC-2021 14:30","LTN2201 TUR0",39.500,0.000,0.000 -"02-DEC-2021 14:30","MAN2201 MAN0",728.000,0.000,0.000 -"02-DEC-2021 14:30","MAT1101 ANI0",10.424,0.000,0.000 -"02-DEC-2021 14:30","MAT1101 MAT0",19.000,19.900,18.900 -"02-DEC-2021 14:30","MHO0331 MHO0",26.000,0.000,0.000 -"02-DEC-2021 14:30","MKE1101 MKE1",0.000,0.000,0.000 -"02-DEC-2021 14:30","MPE1101",0.000,0.000,0.000 -"02-DEC-2021 14:30","MTI2201 MTI0",132.000,25.476,37.356 -"02-DEC-2021 14:30","NAP2201 NAP0",139.000,0.000,0.000 -"02-DEC-2021 14:30","NAP2202 NTM0",64.000,0.000,0.000 -"02-DEC-2021 14:30","NMA0331 WHL0",1.530,0.000,0.000 -"02-DEC-2021 14:30","NSY0331 PAE0",2.500,0.000,0.000 -"02-DEC-2021 14:30","OHA2201 OHA0",219.840,6.410,8.545 -"02-DEC-2021 14:30","OHB2201 OHB0",142.250,4.147,5.530 -"02-DEC-2021 14:30","OHC2201 OHC0",142.250,4.147,5.530 -"02-DEC-2021 14:30","OHK2201 OHK0",69.000,4.000,8.000 -"02-DEC-2021 14:30","OKI2201 OKI0",38.000,0.000,0.000 -"02-DEC-2021 14:30","PEN0331",0.000,0.000,22.645 -"02-DEC-2021 14:30","PPI2201 PPI0",39.000,0.000,0.000 -"02-DEC-2021 14:30","ROT1101 WHE0",20.000,3.400,6.000 -"02-DEC-2021 14:30","ROX1101 ROX0",80.000,4.000,4.000 -"02-DEC-2021 14:30","ROX2201 ROX0",160.000,8.000,8.000 -"02-DEC-2021 14:30","RPO2201 RPO0",88.000,32.000,32.000 -"02-DEC-2021 14:30","SFD0331",0.000,11.447,8.353 -"02-DEC-2021 14:30","SFD2201 SFD21",0.000,0.000,0.000 -"02-DEC-2021 14:30","SFD2201 SFD22",0.000,0.000,0.000 -"02-DEC-2021 14:30","SFD2201 SPL0",0.000,0.000,0.000 -"02-DEC-2021 14:30","STK0661 COB0",24.000,0.000,0.000 -"02-DEC-2021 14:30","SWN2201",0.000,0.000,0.000 -"02-DEC-2021 14:30","SWN2201 SWN1",0.000,0.000,0.000 -"02-DEC-2021 14:30","TGA0331 KMI0",30.000,0.000,0.000 -"02-DEC-2021 14:30","THI2201 THI1",80.000,0.000,0.000 -"02-DEC-2021 14:30","THI2201 THI2",82.000,0.000,0.000 -"02-DEC-2021 14:30","TKA0111 TKA1",13.000,0.000,0.000 -"02-DEC-2021 14:30","TKB2201 TKB1",76.000,0.001,0.001 -"02-DEC-2021 14:30","TKU2201 TKU0",94.000,9.180,28.740 -"02-DEC-2021 14:30","TUI1101 KTW0",19.000,0.002,0.001 -"02-DEC-2021 14:30","TUI1101 PRI0",21.000,0.002,0.001 -"02-DEC-2021 14:30","TUI1101 TUI0",37.000,0.002,0.001 -"02-DEC-2021 14:30","TWC2201 NZW0",11.000,0.000,0.000 -"02-DEC-2021 14:30","TWC2201 TWF0",33.490,0.000,0.000 -"02-DEC-2021 14:30","TWH0331 TRC1",42.000,0.000,0.000 -"02-DEC-2021 14:30","TWH0331 TUK0",7.820,0.000,0.000 -"02-DEC-2021 14:30","WDV1101 TAP0",48.980,0.000,0.000 -"02-DEC-2021 14:30","WGN0331",0.000,102.154,128.702 -"02-DEC-2021 14:30","WHI2201 WHI0",0.000,0.000,0.000 -"02-DEC-2021 14:30","WIL0331",0.000,0.106,0.100 -"02-DEC-2021 14:30","WIL0331 MCK0",0.000,0.000,0.000 -"02-DEC-2021 14:30","WKM2201 MOK0",86.000,0.000,0.000 -"02-DEC-2021 14:30","WKM2201 WKM0",84.000,2.000,1.000 -"02-DEC-2021 14:30","WPA2201 WPA0",33.000,0.000,0.792 -"02-DEC-2021 14:30","WRK0331 RKA0",32.000,0.000,0.000 -"02-DEC-2021 14:30","WRK0331 TAA0",20.000,0.000,0.000 -"02-DEC-2021 14:30","WRK2201 WRK0",114.000,0.000,0.000 -"02-DEC-2021 14:30","WTK0111 WTK0",90.000,0.000,0.000 -"02-DEC-2021 14:30","WVY1101 WPP0",9.040,0.000,0.000 -"02-DEC-2021 14:30","WWD1102 WWD0",0.000,0.000,0.000 -"02-DEC-2021 14:30","WWD1103 WWD0",0.000,0.000,0.000 -"02-DEC-2021 15:00","ARA2201 ARA0",72.000,2.000,4.000 -"02-DEC-2021 15:00","ARG1101 BRR0",11.500,0.000,0.000 -"02-DEC-2021 15:00","ARI1101 ARI0",43.000,0.000,0.000 -"02-DEC-2021 15:00","ARI1102 ARI0",47.000,0.799,2.000 -"02-DEC-2021 15:00","ASB0661 HBK0",19.000,0.000,0.000 -"02-DEC-2021 15:00","ATI2201 ATI0",34.000,2.992,3.000 -"02-DEC-2021 15:00","AVI2201 AVI0",202.666,5.763,7.684 -"02-DEC-2021 15:00","BEN2202 BEN0",335.251,9.533,12.711 -"02-DEC-2021 15:00","BOB1101",0.000,1.266,2.910 -"02-DEC-2021 15:00","BPE0331 TWF0",18.200,0.000,0.000 -"02-DEC-2021 15:00","BWK1101 WPI0",0.000,0.000,0.000 -"02-DEC-2021 15:00","COL0661 COL0",39.000,0.000,0.000 -"02-DEC-2021 15:00","CPK0331",0.000,0.000,2.797 -"02-DEC-2021 15:00","CYD0331",0.000,0.000,0.000 -"02-DEC-2021 15:00","CYD2201 CYD0",325.000,35.000,35.000 -"02-DEC-2021 15:00","GLN0332 GLN0",50.000,0.000,0.000 -"02-DEC-2021 15:00","HAM0331",0.000,3.200,5.300 -"02-DEC-2021 15:00","HLY2201 HLY1",0.000,0.000,0.000 -"02-DEC-2021 15:00","HLY2201 HLY4",0.000,0.000,0.000 -"02-DEC-2021 15:00","HLY2201 HLY5",337.000,0.000,0.000 -"02-DEC-2021 15:00","HLY2201 HLY6",0.000,0.000,0.000 -"02-DEC-2021 15:00","HWA1101 PTA1",9.000,0.000,0.000 -"02-DEC-2021 15:00","HWA1101 PTA2",9.000,0.000,0.000 -"02-DEC-2021 15:00","HWA1101 PTA3",9.000,0.000,0.000 -"02-DEC-2021 15:00","HWA1102 WAA0",16.000,0.000,0.000 -"02-DEC-2021 15:00","HWB0331 MAH0",0.852,0.000,0.000 -"02-DEC-2021 15:00","HWB0331 WPI0",0.000,0.000,0.000 -"02-DEC-2021 15:00","ISL0331",0.000,0.000,0.000 -"02-DEC-2021 15:00","JRD1101 JRD0",0.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0111",0.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0111 TAM0",24.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0112 ONU0",29.000,0.000,0.000 -"02-DEC-2021 15:00","KAW0113",0.000,0.000,0.000 -"02-DEC-2021 15:00","KAW1101 KAG0",106.000,0.000,0.000 -"02-DEC-2021 15:00","KIN0112 KIN0",27.000,0.000,0.000 -"02-DEC-2021 15:00","KOE1101 NGB0",32.000,0.000,0.000 -"02-DEC-2021 15:00","KPA1101 KPI1",14.000,0.000,0.000 -"02-DEC-2021 15:00","KPO1101 KPO0",44.000,0.000,0.000 -"02-DEC-2021 15:00","KUM0661 KUM0",6.000,0.000,0.000 -"02-DEC-2021 15:00","LTN0331 TWF0",17.850,0.000,0.000 -"02-DEC-2021 15:00","LTN2201 TUR0",32.200,0.000,0.000 -"02-DEC-2021 15:00","MAN2201 MAN0",728.000,0.000,0.000 -"02-DEC-2021 15:00","MAT1101 ANI0",10.424,0.000,0.000 -"02-DEC-2021 15:00","MAT1101 MAT0",19.000,19.900,18.900 -"02-DEC-2021 15:00","MHO0331 MHO0",26.000,0.000,0.000 -"02-DEC-2021 15:00","MKE1101 MKE1",0.000,0.000,0.000 -"02-DEC-2021 15:00","MPE1101",0.000,0.000,0.000 -"02-DEC-2021 15:00","MTI2201 MTI0",128.000,24.064,35.328 -"02-DEC-2021 15:00","NAP2201 NAP0",139.000,0.000,0.000 -"02-DEC-2021 15:00","NAP2202 NTM0",64.000,0.000,0.000 -"02-DEC-2021 15:00","NMA0331 WHL0",1.530,0.000,0.000 -"02-DEC-2021 15:00","NSY0331 PAE0",2.500,0.000,0.000 -"02-DEC-2021 15:00","OHA2201 OHA0",210.395,6.410,8.545 -"02-DEC-2021 15:00","OHB2201 OHB0",145.844,4.147,5.530 -"02-DEC-2021 15:00","OHC2201 OHC0",145.844,4.147,5.530 -"02-DEC-2021 15:00","OHK2201 OHK0",69.000,4.000,8.000 -"02-DEC-2021 15:00","OKI2201 OKI0",38.000,0.000,0.000 -"02-DEC-2021 15:00","PEN0331",0.000,0.000,24.060 -"02-DEC-2021 15:00","PPI2201 PPI0",39.000,0.000,0.000 -"02-DEC-2021 15:00","ROT1101 WHE0",20.000,3.400,6.000 -"02-DEC-2021 15:00","ROX1101 ROX0",80.010,3.990,3.990 -"02-DEC-2021 15:00","ROX2201 ROX0",160.001,7.999,7.999 -"02-DEC-2021 15:00","RPO2201 RPO0",60.000,5.000,5.000 -"02-DEC-2021 15:00","SFD0331",0.000,11.447,8.353 -"02-DEC-2021 15:00","SFD2201 SFD21",0.000,0.000,0.000 -"02-DEC-2021 15:00","SFD2201 SFD22",0.000,0.000,0.000 -"02-DEC-2021 15:00","SFD2201 SPL0",0.000,0.000,0.000 -"02-DEC-2021 15:00","STK0661 COB0",32.000,0.000,0.000 -"02-DEC-2021 15:00","SWN2201",0.000,0.000,0.000 -"02-DEC-2021 15:00","SWN2201 SWN1",0.000,0.000,0.000 -"02-DEC-2021 15:00","TGA0331 KMI0",30.000,0.000,0.000 -"02-DEC-2021 15:00","THI2201 THI1",80.000,0.000,0.000 -"02-DEC-2021 15:00","THI2201 THI2",82.000,0.000,0.000 -"02-DEC-2021 15:00","TKA0111 TKA1",13.000,0.000,0.000 -"02-DEC-2021 15:00","TKB2201 TKB1",76.000,0.001,0.001 -"02-DEC-2021 15:00","TKU2201 TKU0",125.215,16.181,47.636 -"02-DEC-2021 15:00","TUI1101 KTW0",19.000,0.002,0.002 -"02-DEC-2021 15:00","TUI1101 PRI0",21.000,0.002,0.002 -"02-DEC-2021 15:00","TUI1101 TUI0",37.000,0.002,0.002 -"02-DEC-2021 15:00","TWC2201 NZW0",11.000,0.000,0.000 -"02-DEC-2021 15:00","TWC2201 TWF0",36.720,0.000,0.000 -"02-DEC-2021 15:00","TWH0331 TRC1",42.000,0.000,0.000 -"02-DEC-2021 15:00","TWH0331 TUK0",7.820,0.000,0.000 -"02-DEC-2021 15:00","WDV1101 TAP0",48.980,0.000,0.000 -"02-DEC-2021 15:00","WGN0331",0.000,125.000,140.000 -"02-DEC-2021 15:00","WHI2201 WHI0",0.000,0.000,0.000 -"02-DEC-2021 15:00","WIL0331",0.000,0.106,0.100 -"02-DEC-2021 15:00","WIL0331 MCK0",0.000,0.000,0.000 -"02-DEC-2021 15:00","WKM2201 MOK0",85.000,0.000,0.000 -"02-DEC-2021 15:00","WKM2201 WKM0",84.000,2.000,1.000 -"02-DEC-2021 15:00","WPA2201 WPA0",33.000,1.541,0.792 -"02-DEC-2021 15:00","WRK0331 RKA0",32.000,0.000,0.000 -"02-DEC-2021 15:00","WRK0331 TAA0",20.000,0.000,0.000 -"02-DEC-2021 15:00","WRK2201 WRK0",114.000,0.000,0.000 -"02-DEC-2021 15:00","WTK0111 WTK0",90.000,0.000,0.000 -"02-DEC-2021 15:00","WVY1101 WPP0",9.040,0.000,0.000 -"02-DEC-2021 15:00","WWD1102 WWD0",0.000,0.000,0.000 -"02-DEC-2021 15:00","WWD1103 WWD0",0.000,0.000,0.000 -"02-DEC-2021 15:30","ARA2201 ARA0",72.000,3.000,4.000 -"02-DEC-2021 15:30","ARG1101 BRR0",11.500,0.000,0.000 -"02-DEC-2021 15:30","ARI1101 ARI0",43.000,0.000,0.000 -"02-DEC-2021 15:30","ARI1102 ARI0",47.000,2.799,2.444 -"02-DEC-2021 15:30","ASB0661 HBK0",19.000,0.000,0.000 -"02-DEC-2021 15:30","ATI2201 ATI0",34.000,2.992,4.000 -"02-DEC-2021 15:30","AVI2201 AVI0",202.666,5.763,7.684 -"02-DEC-2021 15:30","BEN2202 BEN0",335.251,9.533,12.711 -"02-DEC-2021 15:30","BOB1101",0.000,1.347,3.096 -"02-DEC-2021 15:30","BPE0331 TWF0",18.200,0.000,0.000 -"02-DEC-2021 15:30","BWK1101 WPI0",0.000,0.000,0.000 -"02-DEC-2021 15:30","COL0661 COL0",39.000,0.000,0.000 -"02-DEC-2021 15:30","CPK0331",0.000,0.000,4.869 -"02-DEC-2021 15:30","CYD0331",0.000,0.000,0.000 -"02-DEC-2021 15:30","CYD2201 CYD0",325.000,35.000,35.000 -"02-DEC-2021 15:30","GLN0332 GLN0",50.000,0.000,0.000 -"02-DEC-2021 15:30","HAM0331",0.000,2.100,5.400 -"02-DEC-2021 15:30","HLY2201 HLY1",0.000,0.000,0.000 -"02-DEC-2021 15:30","HLY2201 HLY4",0.000,0.000,0.000 -"02-DEC-2021 15:30","HLY2201 HLY5",338.000,0.000,0.000 -"02-DEC-2021 15:30","HLY2201 HLY6",0.000,0.000,0.000 -"02-DEC-2021 15:30","HWA1101 PTA1",9.000,0.000,0.000 -"02-DEC-2021 15:30","HWA1101 PTA2",9.000,0.000,0.000 -"02-DEC-2021 15:30","HWA1101 PTA3",9.000,0.000,0.000 -"02-DEC-2021 15:30","HWA1102 WAA0",16.000,0.000,0.000 -"02-DEC-2021 15:30","HWB0331 MAH0",0.852,0.000,0.000 -"02-DEC-2021 15:30","HWB0331 WPI0",0.000,0.000,0.000 -"02-DEC-2021 15:30","ISL0331",0.000,0.000,0.000 -"02-DEC-2021 15:30","JRD1101 JRD0",0.000,0.000,0.000 -"02-DEC-2021 15:30","KAW0111",0.000,0.000,0.000 -"02-DEC-2021 15:30","KAW0111 TAM0",24.000,0.000,0.000 -"02-DEC-2021 15:30","KAW0112 ONU0",29.000,0.000,0.000 -"02-DEC-2021 15:30","KAW0113",0.000,0.000,0.000 -"02-DEC-2021 15:30","KAW1101 KAG0",106.000,0.000,0.000 -"02-DEC-2021 15:30","KIN0112 KIN0",27.000,0.000,0.000 -"02-DEC-2021 15:30","KOE1101 NGB0",32.000,0.000,0.000 -"02-DEC-2021 15:30","KPA1101 KPI1",14.000,0.000,0.000 -"02-DEC-2021 15:30","KPO1101 KPO0",44.000,0.000,0.000 -"02-DEC-2021 15:30","KUM0661 KUM0",6.000,0.000,0.000 -"02-DEC-2021 15:30","LTN0331 TWF0",17.850,0.000,0.000 -"02-DEC-2021 15:30","LTN2201 TUR0",35.200,0.000,0.000 -"02-DEC-2021 15:30","MAN2201 MAN0",728.000,0.000,0.000 -"02-DEC-2021 15:30","MAT1101 ANI0",10.424,0.000,0.000 -"02-DEC-2021 15:30","MAT1101 MAT0",19.000,19.900,18.900 -"02-DEC-2021 15:30","MHO0331 MHO0",26.000,0.000,0.000 -"02-DEC-2021 15:30","MKE1101 MKE1",0.000,0.000,0.000 -"02-DEC-2021 15:30","MPE1101",0.000,0.000,0.000 -"02-DEC-2021 15:30","MTI2201 MTI0",132.000,21.912,28.908 -"02-DEC-2021 15:30","NAP2201 NAP0",139.000,0.000,0.000 -"02-DEC-2021 15:30","NAP2202 NTM0",64.000,0.000,0.000 -"02-DEC-2021 15:30","NMA0331 WHL0",1.530,0.000,0.000 -"02-DEC-2021 15:30","NSY0331 PAE0",2.500,0.000,0.000 -"02-DEC-2021 15:30","OHA2201 OHA0",210.395,6.410,8.545 -"02-DEC-2021 15:30","OHB2201 OHB0",145.844,4.147,5.530 -"02-DEC-2021 15:30","OHC2201 OHC0",145.844,4.147,5.530 -"02-DEC-2021 15:30","OHK2201 OHK0",69.000,4.967,7.521 -"02-DEC-2021 15:30","OKI2201 OKI0",38.000,0.000,0.000 -"02-DEC-2021 15:30","PEN0331",0.000,0.000,25.500 -"02-DEC-2021 15:30","PPI2201 PPI0",39.000,0.000,0.000 -"02-DEC-2021 15:30","ROT1101 WHE0",14.000,5.300,10.360 -"02-DEC-2021 15:30","ROX1101 ROX0",80.010,3.990,3.990 -"02-DEC-2021 15:30","ROX2201 ROX0",160.001,7.999,7.999 -"02-DEC-2021 15:30","RPO2201 RPO0",60.000,5.000,5.000 -"02-DEC-2021 15:30","SFD0331",0.000,11.447,8.353 -"02-DEC-2021 15:30","SFD2201 SFD21",0.000,0.000,0.000 -"02-DEC-2021 15:30","SFD2201 SFD22",0.000,0.000,0.000 -"02-DEC-2021 15:30","SFD2201 SPL0",0.000,0.000,0.000 -"02-DEC-2021 15:30","STK0661 COB0",32.000,0.000,0.000 -"02-DEC-2021 15:30","SWN2201",0.000,0.000,0.000 -"02-DEC-2021 15:30","SWN2201 SWN1",0.000,0.000,0.000 -"02-DEC-2021 15:30","TGA0331 KMI0",30.000,0.000,0.000 -"02-DEC-2021 15:30","THI2201 THI1",80.000,0.000,0.000 -"02-DEC-2021 15:30","THI2201 THI2",82.000,0.000,0.000 -"02-DEC-2021 15:30","TKA0111 TKA1",13.000,0.000,0.000 -"02-DEC-2021 15:30","TKB2201 TKB1",76.000,0.001,0.001 -"02-DEC-2021 15:30","TKU2201 TKU0",171.029,12.242,38.321 -"02-DEC-2021 15:30","TUI1101 KTW0",19.000,0.002,0.002 -"02-DEC-2021 15:30","TUI1101 PRI0",21.000,0.002,0.002 -"02-DEC-2021 15:30","TUI1101 TUI0",37.000,0.002,0.002 -"02-DEC-2021 15:30","TWC2201 NZW0",14.000,0.000,0.000 -"02-DEC-2021 15:30","TWC2201 TWF0",36.720,0.000,0.000 -"02-DEC-2021 15:30","TWH0331 TRC1",42.000,0.000,0.000 -"02-DEC-2021 15:30","TWH0331 TUK0",7.820,0.000,0.000 -"02-DEC-2021 15:30","WDV1101 TAP0",48.980,0.000,0.000 -"02-DEC-2021 15:30","WGN0331",0.000,127.680,150.712 -"02-DEC-2021 15:30","WHI2201 WHI0",0.000,0.000,0.000 -"02-DEC-2021 15:30","WIL0331",0.000,0.106,0.100 -"02-DEC-2021 15:30","WIL0331 MCK0",0.000,0.000,0.000 -"02-DEC-2021 15:30","WKM2201 MOK0",85.000,0.000,0.000 -"02-DEC-2021 15:30","WKM2201 WKM0",84.000,2.000,1.000 -"02-DEC-2021 15:30","WPA2201 WPA0",33.000,3.927,0.792 -"02-DEC-2021 15:30","WRK0331 RKA0",32.000,0.000,0.000 -"02-DEC-2021 15:30","WRK0331 TAA0",20.000,0.000,0.000 -"02-DEC-2021 15:30","WRK2201 WRK0",114.000,0.000,0.000 -"02-DEC-2021 15:30","WTK0111 WTK0",90.000,0.000,0.000 -"02-DEC-2021 15:30","WVY1101 WPP0",9.040,0.000,0.000 -"02-DEC-2021 15:30","WWD1102 WWD0",0.000,0.000,0.000 -"02-DEC-2021 15:30","WWD1103 WWD0",0.000,0.000,0.000 -"02-DEC-2021 16:00","ARA2201 ARA0",72.000,3.000,4.000 -"02-DEC-2021 16:00","ARG1101 BRR0",11.500,0.000,0.000 -"02-DEC-2021 16:00","ARI1101 ARI0",43.000,0.000,0.000 -"02-DEC-2021 16:00","ARI1102 ARI0",47.000,2.799,2.444 -"02-DEC-2021 16:00","ASB0661 HBK0",19.000,0.000,0.000 -"02-DEC-2021 16:00","ATI2201 ATI0",34.000,2.992,4.000 -"02-DEC-2021 16:00","AVI2201 AVI0",202.666,5.763,7.684 -"02-DEC-2021 16:00","BEN2202 BEN0",335.251,9.533,12.711 -"02-DEC-2021 16:00","BOB1101",0.000,1.509,3.468 -"02-DEC-2021 16:00","BPE0331 TWF0",13.104,0.000,0.000 -"02-DEC-2021 16:00","BWK1101 WPI0",0.000,0.000,0.000 -"02-DEC-2021 16:00","COL0661 COL0",39.000,0.000,0.000 -"02-DEC-2021 16:00","CPK0331",0.000,0.000,5.342 -"02-DEC-2021 16:00","CYD0331",0.000,0.000,0.000 -"02-DEC-2021 16:00","CYD2201 CYD0",325.000,35.000,35.000 -"02-DEC-2021 16:00","GLN0332 GLN0",50.000,0.000,0.000 -"02-DEC-2021 16:00","HAM0331",0.000,2.300,5.700 -"02-DEC-2021 16:00","HLY2201 HLY1",0.000,0.000,0.000 -"02-DEC-2021 16:00","HLY2201 HLY4",0.000,0.000,0.000 -"02-DEC-2021 16:00","HLY2201 HLY5",338.000,0.000,0.000 -"02-DEC-2021 16:00","HLY2201 HLY6",0.000,0.000,0.000 -"02-DEC-2021 16:00","HWA1101 PTA1",9.000,0.000,0.000 -"02-DEC-2021 16:00","HWA1101 PTA2",9.000,0.000,0.000 -"02-DEC-2021 16:00","HWA1101 PTA3",9.000,0.000,0.000 -"02-DEC-2021 16:00","HWA1102 WAA0",16.000,0.000,0.000 -"02-DEC-2021 16:00","HWB0331 MAH0",0.852,0.000,0.000 -"02-DEC-2021 16:00","HWB0331 WPI0",0.000,0.000,0.000 -"02-DEC-2021 16:00","ISL0331",0.000,0.000,0.000 -"02-DEC-2021 16:00","JRD1101 JRD0",0.000,0.000,0.000 -"02-DEC-2021 16:00","KAW0111",0.000,0.000,0.000 -"02-DEC-2021 16:00","KAW0111 TAM0",24.000,0.000,0.000 -"02-DEC-2021 16:00","KAW0112 ONU0",29.000,0.000,0.000 -"02-DEC-2021 16:00","KAW0113",0.000,0.000,0.000 -"02-DEC-2021 16:00","KAW1101 KAG0",106.000,0.000,0.000 -"02-DEC-2021 16:00","KIN0112 KIN0",27.000,0.000,0.000 -"02-DEC-2021 16:00","KOE1101 NGB0",32.000,0.000,0.000 -"02-DEC-2021 16:00","KPA1101 KPI1",14.000,0.000,0.000 -"02-DEC-2021 16:00","KPO1101 KPO0",59.580,0.000,0.000 -"02-DEC-2021 16:00","KUM0661 KUM0",6.000,0.000,0.000 -"02-DEC-2021 16:00","LTN0331 TWF0",12.852,0.000,0.000 -"02-DEC-2021 16:00","LTN2201 TUR0",38.100,0.000,0.000 -"02-DEC-2021 16:00","MAN2201 MAN0",728.000,0.000,0.000 -"02-DEC-2021 16:00","MAT1101 ANI0",10.424,0.000,0.000 -"02-DEC-2021 16:00","MAT1101 MAT0",19.000,19.900,18.900 -"02-DEC-2021 16:00","MHO0331 MHO0",26.000,0.000,0.000 -"02-DEC-2021 16:00","MKE1101 MKE1",0.000,0.000,0.000 -"02-DEC-2021 16:00","MPE1101",0.000,0.000,0.000 -"02-DEC-2021 16:00","MTI2201 MTI0",132.000,21.912,28.908 -"02-DEC-2021 16:00","NAP2201 NAP0",139.000,0.000,0.000 -"02-DEC-2021 16:00","NAP2202 NTM0",64.000,0.000,0.000 -"02-DEC-2021 16:00","NMA0331 WHL0",1.530,0.000,0.000 -"02-DEC-2021 16:00","NSY0331 PAE0",2.500,0.000,0.000 -"02-DEC-2021 16:00","OHA2201 OHA0",210.395,6.410,8.545 -"02-DEC-2021 16:00","OHB2201 OHB0",145.844,4.147,5.530 -"02-DEC-2021 16:00","OHC2201 OHC0",145.844,4.147,5.530 -"02-DEC-2021 16:00","OHK2201 OHK0",69.000,4.967,7.521 -"02-DEC-2021 16:00","OKI2201 OKI0",38.000,0.000,0.000 -"02-DEC-2021 16:00","PEN0331",0.000,0.000,26.575 -"02-DEC-2021 16:00","PPI2201 PPI0",39.000,0.000,0.000 -"02-DEC-2021 16:00","ROT1101 WHE0",14.000,5.300,10.360 -"02-DEC-2021 16:00","ROX1101 ROX0",80.010,3.990,3.990 -"02-DEC-2021 16:00","ROX2201 ROX0",160.001,7.999,7.999 -"02-DEC-2021 16:00","RPO2201 RPO0",60.000,5.000,5.000 -"02-DEC-2021 16:00","SFD0331",0.000,11.447,8.353 -"02-DEC-2021 16:00","SFD2201 SFD21",0.000,0.000,0.000 -"02-DEC-2021 16:00","SFD2201 SFD22",0.000,0.000,0.000 -"02-DEC-2021 16:00","SFD2201 SPL0",0.000,0.000,0.000 -"02-DEC-2021 16:00","STK0661 COB0",32.000,0.000,0.000 -"02-DEC-2021 16:00","SWN2201",0.000,0.000,0.000 -"02-DEC-2021 16:00","SWN2201 SWN1",0.000,0.000,0.000 -"02-DEC-2021 16:00","TGA0331 KMI0",38.000,0.000,0.000 -"02-DEC-2021 16:00","THI2201 THI1",80.000,0.000,0.000 -"02-DEC-2021 16:00","THI2201 THI2",82.000,0.000,0.000 -"02-DEC-2021 16:00","TKA0111 TKA1",13.000,0.000,0.000 -"02-DEC-2021 16:00","TKB2201 TKB1",76.000,0.001,0.001 -"02-DEC-2021 16:00","TKU2201 TKU0",188.000,12.242,38.321 -"02-DEC-2021 16:00","TUI1101 KTW0",19.000,0.002,0.002 -"02-DEC-2021 16:00","TUI1101 PRI0",21.000,0.002,0.002 -"02-DEC-2021 16:00","TUI1101 TUI0",37.000,0.002,0.002 -"02-DEC-2021 16:00","TWC2201 NZW0",14.000,0.000,0.000 -"02-DEC-2021 16:00","TWC2201 TWF0",25.560,0.000,0.000 -"02-DEC-2021 16:00","TWH0331 TRC1",42.000,0.000,0.000 -"02-DEC-2021 16:00","TWH0331 TUK0",7.820,0.000,0.000 -"02-DEC-2021 16:00","WDV1101 TAP0",48.980,0.000,0.000 -"02-DEC-2021 16:00","WGN0331",0.000,125.417,151.492 -"02-DEC-2021 16:00","WHI2201 WHI0",0.000,0.000,0.000 -"02-DEC-2021 16:00","WIL0331",0.000,0.106,0.100 -"02-DEC-2021 16:00","WIL0331 MCK0",0.000,0.000,0.000 -"02-DEC-2021 16:00","WKM2201 MOK0",85.000,0.000,0.000 -"02-DEC-2021 16:00","WKM2201 WKM0",84.000,2.000,1.000 -"02-DEC-2021 16:00","WPA2201 WPA0",33.000,3.927,0.792 -"02-DEC-2021 16:00","WRK0331 RKA0",32.000,0.000,0.000 -"02-DEC-2021 16:00","WRK0331 TAA0",20.000,0.000,0.000 -"02-DEC-2021 16:00","WRK2201 WRK0",114.000,0.000,0.000 -"02-DEC-2021 16:00","WTK0111 WTK0",90.000,0.000,0.000 -"02-DEC-2021 16:00","WVY1101 WPP0",9.040,0.000,0.000 -"02-DEC-2021 16:00","WWD1102 WWD0",0.000,0.000,0.000 -"02-DEC-2021 16:00","WWD1103 WWD0",0.000,0.000,0.000 -"02-DEC-2021 16:30","ARA2201 ARA0",72.000,3.000,4.000 -"02-DEC-2021 16:30","ARG1101 BRR0",11.500,0.000,0.000 -"02-DEC-2021 16:30","ARI1101 ARI0",43.000,0.000,0.000 -"02-DEC-2021 16:30","ARI1102 ARI0",47.000,1.239,2.000 -"02-DEC-2021 16:30","ASB0661 HBK0",19.000,0.000,0.000 -"02-DEC-2021 16:30","ATI2201 ATI0",34.000,2.992,3.000 -"02-DEC-2021 16:30","AVI2201 AVI0",201.389,5.763,7.684 -"02-DEC-2021 16:30","BEN2202 BEN0",335.252,9.533,12.711 -"02-DEC-2021 16:30","BOB1101",0.000,1.671,3.840 -"02-DEC-2021 16:30","BPE0331 TWF0",13.104,0.000,0.000 -"02-DEC-2021 16:30","BWK1101 WPI0",0.000,0.000,0.000 -"02-DEC-2021 16:30","COL0661 COL0",39.000,0.000,0.000 -"02-DEC-2021 16:30","CPK0331",0.000,0.000,5.679 -"02-DEC-2021 16:30","CYD0331",0.000,0.000,0.000 -"02-DEC-2021 16:30","CYD2201 CYD0",342.010,10.000,10.000 -"02-DEC-2021 16:30","GLN0332 GLN0",50.000,0.000,0.000 -"02-DEC-2021 16:30","HAM0331",0.000,2.100,5.400 -"02-DEC-2021 16:30","HLY2201 HLY1",0.000,0.000,0.000 -"02-DEC-2021 16:30","HLY2201 HLY4",0.000,0.000,0.000 -"02-DEC-2021 16:30","HLY2201 HLY5",338.000,0.000,0.000 -"02-DEC-2021 16:30","HLY2201 HLY6",0.000,0.000,0.000 -"02-DEC-2021 16:30","HWA1101 PTA1",9.000,0.000,0.000 -"02-DEC-2021 16:30","HWA1101 PTA2",9.000,0.000,0.000 -"02-DEC-2021 16:30","HWA1101 PTA3",9.000,0.000,0.000 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ANI0",10.424,0.000,0.000 -"02-DEC-2021 16:30","MAT1101 MAT0",19.000,19.900,18.900 -"02-DEC-2021 16:30","MHO0331 MHO0",26.000,0.000,0.000 -"02-DEC-2021 16:30","MKE1101 MKE1",0.000,0.000,0.000 -"02-DEC-2021 16:30","MPE1101",0.000,0.000,0.000 -"02-DEC-2021 16:30","MTI2201 MTI0",136.000,29.968,39.000 -"02-DEC-2021 16:30","NAP2201 NAP0",139.000,0.000,0.000 -"02-DEC-2021 16:30","NAP2202 NTM0",64.000,0.000,0.000 -"02-DEC-2021 16:30","NMA0331 WHL0",1.530,0.000,0.000 -"02-DEC-2021 16:30","NSY0331 PAE0",2.500,0.000,0.000 -"02-DEC-2021 16:30","OHA2201 OHA0",219.413,6.410,8.545 -"02-DEC-2021 16:30","OHB2201 OHB0",141.973,4.147,5.530 -"02-DEC-2021 16:30","OHC2201 OHC0",141.973,4.147,5.530 -"02-DEC-2021 16:30","OHK2201 OHK0",69.000,2.967,7.521 -"02-DEC-2021 16:30","OKI2201 OKI0",38.000,0.000,0.000 -"02-DEC-2021 16:30","PEN0331",0.000,0.000,28.040 -"02-DEC-2021 16:30","PPI2201 PPI0",39.000,0.000,0.000 -"02-DEC-2021 16:30","ROT1101 WHE0",14.000,0.000,10.360 -"02-DEC-2021 16:30","ROX1101 ROX0",80.010,3.990,3.990 -"02-DEC-2021 16:30","ROX2201 ROX0",160.001,7.999,7.999 -"02-DEC-2021 16:30","RPO2201 RPO0",88.000,32.000,32.000 -"02-DEC-2021 16:30","SFD0331",0.000,11.447,8.353 -"02-DEC-2021 16:30","SFD2201 SFD21",0.000,0.000,0.000 -"02-DEC-2021 16:30","SFD2201 SFD22",0.000,0.000,0.000 -"02-DEC-2021 16:30","SFD2201 SPL0",0.000,0.000,0.000 -"02-DEC-2021 16:30","STK0661 COB0",32.000,0.000,0.000 -"02-DEC-2021 16:30","SWN2201",0.000,0.001,0.001 -"02-DEC-2021 16:30","SWN2201 SWN1",0.000,0.000,0.000 -"02-DEC-2021 16:30","TGA0331 KMI0",30.000,0.000,0.000 -"02-DEC-2021 16:30","THI2201 THI1",80.000,0.000,0.000 -"02-DEC-2021 16:30","THI2201 THI2",82.000,0.000,0.000 -"02-DEC-2021 16:30","TKA0111 TKA1",13.000,0.000,0.000 -"02-DEC-2021 16:30","TKB2201 TKB1",76.000,0.001,0.001 -"02-DEC-2021 16:30","TKU2201 TKU0",188.000,12.242,38.321 -"02-DEC-2021 16:30","TUI1101 KTW0",19.000,0.002,0.002 -"02-DEC-2021 16:30","TUI1101 PRI0",21.000,0.002,0.002 -"02-DEC-2021 16:30","TUI1101 TUI0",37.000,0.002,0.002 -"02-DEC-2021 16:30","TWC2201 NZW0",14.000,0.000,0.000 -"02-DEC-2021 16:30","TWC2201 TWF0",25.560,0.000,0.000 -"02-DEC-2021 16:30","TWH0331 TRC1",42.000,0.000,0.000 -"02-DEC-2021 16:30","TWH0331 TUK0",7.820,0.000,0.000 -"02-DEC-2021 16:30","WDV1101 TAP0",48.980,0.000,0.000 -"02-DEC-2021 16:30","WGN0331",0.000,125.000,142.622 -"02-DEC-2021 16:30","WHI2201 WHI0",0.000,0.000,0.000 -"02-DEC-2021 16:30","WIL0331",0.000,0.106,0.100 -"02-DEC-2021 16:30","WIL0331 MCK0",0.000,0.000,0.000 -"02-DEC-2021 16:30","WKM2201 MOK0",87.000,0.000,0.000 -"02-DEC-2021 16:30","WKM2201 WKM0",84.000,2.000,1.000 -"02-DEC-2021 16:30","WPA2201 WPA0",33.000,3.927,0.792 -"02-DEC-2021 16:30","WRK0331 RKA0",32.000,0.000,0.000 -"02-DEC-2021 16:30","WRK0331 TAA0",20.000,0.000,0.000 -"02-DEC-2021 16:30","WRK2201 WRK0",114.000,0.000,0.000 -"02-DEC-2021 16:30","WTK0111 WTK0",90.000,0.000,0.000 -"02-DEC-2021 16:30","WVY1101 WPP0",9.040,0.000,0.000 -"02-DEC-2021 16:30","WWD1102 WWD0",0.000,0.000,0.000 -"02-DEC-2021 16:30","WWD1103 WWD0",0.000,0.000,0.000 -"01-MAR-2022 14:00","ARA2201 ARA0",52.000,0.988,1.976 -"01-MAR-2022 14:00","ARG1101 BRR0",0.000,0.000,0.000 -"01-MAR-2022 14:00","ARI1101 ARI0",69.000,2.000,2.967 -"01-MAR-2022 14:00","ARI1102 ARI0",111.000,0.000,0.000 -"01-MAR-2022 14:00","ASB0661 HBK0",0.000,0.000,0.000 -"01-MAR-2022 14:00","ATI2201 ATI0",55.000,0.000,0.000 -"01-MAR-2022 14:00","AVI2201 AVI0",214.000,0.000,0.000 -"01-MAR-2022 14:00","BEN2202 BEN0",532.000,0.000,0.000 -"01-MAR-2022 14:00","BOB1101",0.000,1.455,3.343 -"01-MAR-2022 14:00","BPE0331 TWF0",4.620,0.000,0.000 -"01-MAR-2022 14:00","BWK1101 WPI0",0.000,0.000,0.000 -"01-MAR-2022 14:00","COL0661 COL0",30.000,0.000,0.000 -"01-MAR-2022 14:00","CPK0331",0.000,0.000,2.593 -"01-MAR-2022 14:00","CYD0331",0.000,0.000,0.000 -"01-MAR-2022 14:00","CYD2201 CYD0",328.076,31.924,31.924 -"01-MAR-2022 14:00","GLN0332 GLN0",63.000,0.000,0.000 -"01-MAR-2022 14:00","HAM0331",0.000,2.220,4.920 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KIN0",32.000,0.000,0.000 -"01-MAR-2022 14:00","KOE1101 NGB0",30.000,0.000,0.000 -"01-MAR-2022 14:00","KPA1101 KPI1",14.000,0.000,0.000 -"01-MAR-2022 14:00","KPO1101 KPO0",64.000,0.000,0.000 -"01-MAR-2022 14:00","KUM0661 KUM0",3.000,0.000,0.000 -"01-MAR-2022 14:00","LTN0331 TWF0",6.010,0.000,0.000 -"01-MAR-2022 14:00","LTN2201 TUR0",15.700,0.000,0.000 -"01-MAR-2022 14:00","MAN2201 MAN0",615.000,0.000,0.000 -"01-MAR-2022 14:00","MAT1101 ANI0",10.150,0.000,0.000 -"01-MAR-2022 14:00","MAT1101 MAT0",19.000,44.200,18.900 -"01-MAR-2022 14:00","MHO0331 MHO0",0.000,0.000,0.000 -"01-MAR-2022 14:00","MKE1101 MKE1",42.000,0.000,0.000 -"01-MAR-2022 14:00","MPE1101",0.000,0.000,0.000 -"01-MAR-2022 14:00","MTI2201 MTI0",136.000,6.936,8.000 -"01-MAR-2022 14:00","NAP2201 NAP0",138.000,0.000,0.000 -"01-MAR-2022 14:00","NAP2202 NTM0",84.000,0.000,0.000 -"01-MAR-2022 14:00","NMA0331 WHL0",7.140,0.000,0.000 -"01-MAR-2022 14:00","NSY0331 PAE0",3.500,0.000,0.000 -"01-MAR-2022 14:00","OHA2201 OHA0",110.000,0.000,0.000 -"01-MAR-2022 14:00","OHB2201 OHB0",102.000,0.000,0.000 -"01-MAR-2022 14:00","OHC2201 OHC0",102.000,0.000,0.000 -"01-MAR-2022 14:00","OHK2201 OHK0",92.000,5.956,10.000 -"01-MAR-2022 14:00","OKI2201 OKI0",0.000,0.000,0.000 -"01-MAR-2022 14:00","PEN0331",0.000,0.000,22.850 -"01-MAR-2022 14:00","PPI2201 PPI0",38.000,0.000,0.000 -"01-MAR-2022 14:00","ROT1101 WHE0",6.500,2.600,5.200 -"01-MAR-2022 14:00","ROX1101 ROX0",80.011,2.000,2.000 -"01-MAR-2022 14:00","ROX2201 ROX0",200.001,6.999,6.999 -"01-MAR-2022 14:00","RPO2201 RPO0",0.000,0.000,0.000 -"01-MAR-2022 14:00","SFD0331",0.000,12.256,9.584 -"01-MAR-2022 14:00","SFD2201 SFD21",0.000,0.000,0.000 -"01-MAR-2022 14:00","SFD2201 SFD22",0.000,0.000,0.000 -"01-MAR-2022 14:00","SFD2201 SPL0",30.000,0.000,0.000 -"01-MAR-2022 14:00","STK0661 COB0",32.000,0.000,0.000 -"01-MAR-2022 14:00","SWN2201",0.000,0.007,0.007 -"01-MAR-2022 14:00","SWN2201 SWN1",0.000,0.000,0.000 -"01-MAR-2022 14:00","TGA0331 KMI0",6.000,0.000,0.000 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17:30","WPA2201 WPA0",54.000,0.000,0.000 -"01-MAR-2022 17:30","WRK0331 RKA0",33.000,0.000,0.000 -"01-MAR-2022 17:30","WRK0331 TAA0",24.000,0.000,0.000 -"01-MAR-2022 17:30","WRK2201 WRK0",119.000,0.000,0.000 -"01-MAR-2022 17:30","WTK0111 WTK0",60.000,0.000,0.000 -"01-MAR-2022 17:30","WVY1101 WPP0",4.850,0.000,0.000 -"01-MAR-2022 17:30","WWD1102 WWD0",0.000,0.000,0.000 -"01-MAR-2022 17:30","WWD1103 WWD0",0.000,0.000,0.000 -"01-MAR-2022 13:55","ARA2201 ARA0",52.000,0.988,1.976 -"01-MAR-2022 13:55","ARG1101 BRR0",0.000,0.000,0.000 -"01-MAR-2022 13:55","ARI1101 ARI0",69.000,2.000,2.967 -"01-MAR-2022 13:55","ARI1102 ARI0",60.000,5.000,6.000 -"01-MAR-2022 13:55","ASB0661 HBK0",0.000,0.000,0.000 -"01-MAR-2022 13:55","ATI2201 ATI0",51.000,1.836,1.836 -"01-MAR-2022 13:55","AVI2201 AVI0",214.000,0.000,0.000 -"01-MAR-2022 13:55","BEN2202 BEN0",532.000,0.000,0.000 -"01-MAR-2022 13:55","BOB1101",0.000,1.581,3.632 -"01-MAR-2022 13:55","BPE0331 TWF0",4.760,0.000,0.000 -"01-MAR-2022 13:55","BWK1101 WPI0",0.000,0.000,0.000 -"01-MAR-2022 13:55","COL0661 COL0",30.000,0.000,0.000 -"01-MAR-2022 13:55","CPK0331",0.000,0.000,2.743 -"01-MAR-2022 13:55","CYD0331",0.000,0.000,0.000 -"01-MAR-2022 13:55","CYD2201 CYD0",309.000,33.990,35.000 -"01-MAR-2022 13:55","GLN0332 GLN0",62.485,0.000,0.000 -"01-MAR-2022 13:55","HAM0331",0.000,2.280,4.880 -"01-MAR-2022 13:55","HLY2201 HLY1",0.000,0.000,0.000 -"01-MAR-2022 13:55","HLY2201 HLY2",210.000,13.002,15.001 -"01-MAR-2022 13:55","HLY2201 HLY4",0.000,0.000,0.000 -"01-MAR-2022 13:55","HLY2201 HLY5",336.000,0.000,0.000 -"01-MAR-2022 13:55","HLY2201 HLY6",42.000,0.000,0.000 -"01-MAR-2022 13:55","HWA1101 PTA1",8.655,0.000,0.000 -"01-MAR-2022 13:55","HWA1101 PTA2",0.000,0.000,0.000 -"01-MAR-2022 13:55","HWA1101 PTA3",0.000,0.000,0.000 -"01-MAR-2022 13:55","HWA1102 WAA0",11.465,0.000,0.000 -"01-MAR-2022 13:55","HWB0331 MAH0",4.981,0.000,0.000 -"01-MAR-2022 13:55","HWB0331 WPI0",0.000,0.000,0.000 -"01-MAR-2022 13:55","ISL0331",0.000,0.000,0.000 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13:55","MPE1101",0.000,0.000,0.000 -"01-MAR-2022 13:55","MTI2201 MTI0",127.000,6.477,7.493 -"01-MAR-2022 13:55","NAP2201 NAP0",138.000,0.000,0.000 -"01-MAR-2022 13:55","NAP2202 NTM0",84.000,0.000,0.000 -"01-MAR-2022 13:55","NMA0331 WHL0",6.881,0.000,0.000 -"01-MAR-2022 13:55","NSY0331 PAE0",3.500,0.000,0.000 -"01-MAR-2022 13:55","OHA2201 OHA0",110.000,0.000,0.000 -"01-MAR-2022 13:55","OHB2201 OHB0",102.000,0.000,0.000 -"01-MAR-2022 13:55","OHC2201 OHC0",102.000,0.000,0.000 -"01-MAR-2022 13:55","OHK2201 OHK0",69.000,2.967,7.521 -"01-MAR-2022 13:55","OKI2201 OKI0",0.000,0.000,0.000 -"01-MAR-2022 13:55","PEN0331",0.000,0.000,23.200 -"01-MAR-2022 13:55","PPI2201 PPI0",38.000,0.000,0.000 -"01-MAR-2022 13:55","ROT1101 WHE0",6.500,2.600,5.200 -"01-MAR-2022 13:55","ROX1101 ROX0",40.010,2.000,2.000 -"01-MAR-2022 13:55","ROX2201 ROX0",200.000,7.000,7.000 -"01-MAR-2022 13:55","RPO2201 RPO0",0.000,0.000,0.000 -"01-MAR-2022 13:55","SFD0331",0.000,12.256,9.584 -"01-MAR-2022 13:55","SFD2201 SFD21",0.000,0.000,0.000 -"01-MAR-2022 13:55","SFD2201 SFD22",0.000,0.000,0.000 -"01-MAR-2022 13:55","SFD2201 SPL0",30.000,0.000,0.000 -"01-MAR-2022 13:55","STK0661 COB0",32.000,0.000,0.000 -"01-MAR-2022 13:55","SWN2201",0.000,0.000,0.000 -"01-MAR-2022 13:55","SWN2201 SWN1",0.000,0.000,0.000 -"01-MAR-2022 13:55","TGA0331 KMI0",6.000,0.000,0.000 -"01-MAR-2022 13:55","THI2201 THI1",79.000,0.000,0.000 -"01-MAR-2022 13:55","THI2201 THI2",82.000,0.000,0.000 -"01-MAR-2022 13:55","TKA0111 TKA1",25.000,0.000,0.000 -"01-MAR-2022 13:55","TKB2201 TKB1",145.000,0.001,0.001 -"01-MAR-2022 13:55","TKU2201 TKU0",0.000,21.000,80.497 -"01-MAR-2022 13:55","TUI1101 KTW0",18.000,0.000,0.000 -"01-MAR-2022 13:55","TUI1101 PRI0",22.000,0.000,0.000 -"01-MAR-2022 13:55","TUI1101 TUI0",35.000,0.301,5.000 -"01-MAR-2022 13:55","TWC2201 NZW0",2.230,0.000,0.000 -"01-MAR-2022 13:55","TWC2201 TWF0",14.337,0.000,0.000 -"01-MAR-2022 13:55","TWH0331 TRC1",40.000,0.000,0.000 -"01-MAR-2022 13:55","TWH0331 TUK0",2.848,0.000,0.000 -"01-MAR-2022 13:55","WDV1101 TAP0",0.000,0.000,0.000 -"01-MAR-2022 13:55","WGN0331",0.000,125.000,140.000 -"01-MAR-2022 13:55","WHI2201 WHI0",0.000,0.000,0.000 -"01-MAR-2022 13:55","WIL0331",0.000,0.106,0.100 -"01-MAR-2022 13:55","WIL0331 MCK0",0.000,0.000,0.000 -"01-MAR-2022 13:55","WKM2201 MOK0",45.000,0.000,0.000 -"01-MAR-2022 13:55","WKM2201 WKM0",84.000,0.756,0.756 -"01-MAR-2022 13:55","WPA2201 WPA0",33.000,0.300,0.693 -"01-MAR-2022 13:55","WRK0331 RKA0",8.337,0.000,0.000 -"01-MAR-2022 13:55","WRK0331 TAA0",23.000,0.000,0.000 -"01-MAR-2022 13:55","WRK2201 WRK0",113.000,0.000,0.000 -"01-MAR-2022 13:55","WTK0111 WTK0",60.000,0.000,0.000 -"01-MAR-2022 13:55","WVY1101 WPP0",18.565,0.000,0.000 -"01-MAR-2022 13:55","WWD1102 WWD0",0.020,0.000,0.000 -"01-MAR-2022 13:55","WWD1103 WWD0",0.060,0.000,0.000 diff --git a/Output/Test_Run_All/Test_Run_All_ReserveResults_TP.csv b/Output/Test_Run_All/Test_Run_All_ReserveResults_TP.csv deleted file mode 100644 index d81e796..0000000 --- a/Output/Test_Run_All/Test_Run_All_ReserveResults_TP.csv +++ /dev/null @@ -1,131 +0,0 @@ -"DateTime","Island","FIR Reqd (MW)","SIR Reqd (MW)","FIR Price ($/MW)","SIR Price ($/MW)","FIR Violation (MW)","SIR Violation (MW)","Virtual FIR (MW)","Virtual SIR (MW)" -"15-OCT-2022 00:00","NI",10.807,151.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:00","SI",92.903,136.000,0.013,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:30","NI",10.413,140.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 00:30","SI",96.253,136.000,0.013,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 01:00","NI",10.026,151.000,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 01:00","SI",92.096,136.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 01:30","NI",9.682,151.000,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 01:30","SI",95.120,136.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 02:00","NI",9.425,140.000,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 02:00","SI",96.606,136.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 02:30","NI",9.264,151.000,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 02:30","SI",96.481,136.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:00","NI",9.123,151.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:00","SI",99.006,136.000,0.013,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","NI",9.047,151.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 03:30","SI",99.005,136.000,0.013,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 04:00","NI",9.139,151.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 04:00","SI",103.268,136.000,0.013,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 04:30","NI",9.355,151.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 04:30","SI",102.731,136.000,0.013,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","NI",9.767,151.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:00","SI",102.090,136.000,0.013,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","NI",10.159,151.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 05:30","SI",106.408,136.000,0.013,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:00","NI",10.727,151.000,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:00","SI",78.762,136.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","NI",29.128,201.000,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 06:30","SI",76.580,136.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 07:00","NI",56.732,211.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 07:00","SI",70.929,136.000,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 07:30","NI",26.421,211.000,0.000,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 07:30","SI",61.211,136.000,0.000,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","NI",111.054,261.000,0.010,0.060,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:00","SI",58.069,136.000,0.008,0.058,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:30","NI",62.045,261.000,0.010,0.090,0.000,0.000,0.000,0.000 -"15-OCT-2022 08:30","SI",48.217,136.000,0.008,0.087,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:00","NI",78.826,281.000,0.010,0.090,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:00","SI",49.311,136.000,0.008,0.085,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","NI",113.019,291.000,0.030,0.090,0.000,0.000,0.000,0.000 -"15-OCT-2022 09:30","SI",51.819,136.000,0.023,0.085,0.000,0.000,0.000,0.000 -"15-OCT-2022 10:00","NI",125.146,291.000,0.060,0.090,0.000,0.000,0.000,0.000 -"15-OCT-2022 10:00","SI",57.361,136.000,0.046,0.087,0.000,0.000,0.000,0.000 -"15-OCT-2022 10:30","NI",84.477,281.000,0.010,0.090,0.000,0.000,0.000,0.000 -"15-OCT-2022 10:30","SI",62.646,136.000,0.008,0.087,0.000,0.000,0.000,0.000 -"15-OCT-2022 11:00","NI",51.197,221.091,0.010,0.060,0.000,0.000,0.000,0.000 -"15-OCT-2022 11:00","SI",66.245,136.000,0.008,0.058,0.000,0.000,0.000,0.000 -"15-OCT-2022 11:30","NI",23.722,211.000,0.000,0.060,0.000,0.000,0.000,0.000 -"15-OCT-2022 11:30","SI",54.065,136.000,0.000,0.058,0.000,0.000,0.000,0.000 -"15-OCT-2022 12:00","NI",74.263,234.674,0.010,0.090,0.000,0.000,0.000,0.000 -"15-OCT-2022 12:00","SI",70.034,136.000,0.008,0.087,0.000,0.000,0.000,0.000 -"15-OCT-2022 12:30","NI",83.002,271.000,0.010,0.090,0.000,0.000,0.000,0.000 -"15-OCT-2022 12:30","SI",62.006,136.000,0.008,0.087,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:00","NI",68.227,241.000,0.010,0.090,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:00","SI",62.738,136.000,0.008,0.087,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","NI",78.157,235.576,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 13:30","SI",58.012,136.000,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 14:00","NI",37.199,226.915,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 14:00","SI",67.596,136.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 14:30","NI",43.882,241.000,0.010,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 14:30","SI",62.873,136.000,0.008,0.010,0.000,0.000,0.000,0.000 -"15-OCT-2022 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13:30","NI",265.299,393.000,4.500,5.060,0.000,0.000,0.000,0.000 -"02-DEC-2021 13:30","SI",89.424,219.856,3.291,4.625,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","NI",266.001,395.000,4.500,2.010,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:00","SI",89.128,218.975,3.291,1.837,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","NI",284.138,392.600,4.500,2.010,0.000,0.000,0.000,0.000 -"02-DEC-2021 14:30","SI",86.054,216.917,3.291,1.837,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","NI",287.602,394.700,11.000,5.060,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:00","SI",89.665,217.663,8.044,4.625,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","NI",291.498,398.800,15.000,8.500,0.000,0.000,0.000,0.000 -"02-DEC-2021 15:30","SI",92.621,219.277,10.969,7.770,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","NI",289.639,401.800,15.000,8.500,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:00","SI",95.873,221.618,10.969,7.770,0.000,0.000,0.000,0.000 -"02-DEC-2021 16:30","NI",297.201,407.600,11.000,8.500,0.000,0.000,0.000,0.000 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16:30","SI",49.909,143.700,11.182,4.756,0.000,0.000,0.000,0.000 -"01-MAR-2022 17:00","NI",234.458,367.700,14.870,12.000,0.000,0.000,0.000,0.000 -"01-MAR-2022 17:00","SI",49.539,143.700,11.182,11.280,0.000,0.000,0.000,0.000 -"01-MAR-2022 17:30","NI",239.302,363.000,14.870,5.060,0.000,0.000,0.000,0.000 -"01-MAR-2022 17:30","SI",44.849,139.000,11.182,4.756,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","NI",257.748,378.200,11.000,5.060,0.000,0.000,0.000,0.000 -"01-MAR-2022 13:55","SI",65.377,156.600,8.044,4.625,0.000,0.000,0.000,0.000 diff --git a/Output/Test_Run_All/Test_Run_All_ScarcityResults_TP.csv b/Output/Test_Run_All/Test_Run_All_ScarcityResults_TP.csv deleted file mode 100644 index f3727ab..0000000 --- a/Output/Test_Run_All/Test_Run_All_ScarcityResults_TP.csv +++ /dev/null @@ -1 +0,0 @@ -"DateTime","Island","Scarcity exists (0=none, 1=island, 2=national)","CPT passed","AvgPriorGWAP ($/MWh)","IslandGWAP_before ($/MWh)","IslandGWAP_after ($/MWh)","ScarcityAreaGWAP_before ($/MWh)","ScarcityAreaGWAP_after ($/MWh)","ScarcityScalingFactor","CPT_GWAPthreshold ($/MWh)","GWAPfloor ($/MWh)","GWAPceiling ($/MWh)" diff --git a/Output/Test_Run_All/Test_Run_All_SummaryResults_TP.csv b/Output/Test_Run_All/Test_Run_All_SummaryResults_TP.csv deleted file mode 100644 index 44bb514..0000000 --- a/Output/Test_Run_All/Test_Run_All_SummaryResults_TP.csv +++ /dev/null @@ -1,66 +0,0 @@ -"DateTime","SolveStatus (1=OK)","SystemOFV","SystemCost","SystemBenefit","ViolationCost","DeficitGenViol (MW)","SurplusGenViol (MW)","DeficitReserveViol (MW)","SurplusBranchFlowViol (MW)","DeficitRampRateViol (MW)","SurplusRampRateViol (MW)","DeficitBranchGroupConstraintViol (MW)","SurplusBranchGroupConstraintViol (MW)","DeficitMNodeConstraintViol (MW)","SurplusMNodeConstraintViol (MW)","DeficitACNodeConstraintViol(MW)","SurplusACNodeConstraintViol (MW)","DeficitMixedConstraintViol (MW)","SurplusMixedConstraintViol (MW)","DeficitGenericConstraintViol (MW)","SurplusGenericConstraintViol (MW)" -"15-OCT-2022 00:00",1.00000,-23982.86793,23982.86793,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 00:30",1.00000,-22672.55591,22672.55591,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 01:00",1.00000,-19370.37509,19370.37509,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 01:30",1.00000,-14582.83445,14582.83445,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 02:00",1.00000,-9188.27394,9188.27394,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 02:30",1.00000,-4752.76569,4752.76569,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 03:00",1.00000,-3463.45460,3463.45460,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 03:30",1.00000,-2374.50836,2374.50836,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 04:00",1.00000,-2731.04131,2731.04131,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 04:30",1.00000,-2373.46453,2373.46453,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 05:00",1.00000,-2339.12422,2339.12422,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 05:30",1.00000,-4982.20006,4982.20006,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 06:00",1.00000,-14989.16653,14989.16653,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 06:30",1.00000,-10329.33882,10329.33882,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 07:00",1.00000,-8675.59265,8675.59265,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 07:30",1.00000,-14824.50315,14824.50315,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 08:00",1.00000,-11175.84971,11175.84971,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 08:30",1.00000,-18438.91919,18438.91919,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 09:00",1.00000,-23644.01309,23644.01309,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 09:30",1.00000,-22036.92013,22036.92013,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 10:00",1.00000,-19018.95733,19018.95733,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 10:30",1.00000,-9683.88922,9683.88922,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 11:00",1.00000,-6715.64746,6715.64746,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 11:30",1.00000,-5571.62371,5571.62371,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 12:00",1.00000,-6053.28806,6053.28806,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 12:30",1.00000,-8940.55276,8940.55276,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 13:00",1.00000,-8620.89850,8620.89850,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 13:30",1.00000,-5174.41776,5174.41776,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 14:00",1.00000,-4787.13022,4787.13022,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 14:30",1.00000,-5495.84875,5495.84875,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 15:00",1.00000,-4121.68330,4121.68330,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 15:30",1.00000,-9061.36315,9061.36315,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 16:00",1.00000,-9561.14707,9561.14707,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 16:30",1.00000,-12054.88531,12054.88531,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 17:00",1.00000,-9798.24176,9798.24176,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 17:30",1.00000,-7435.60442,7435.60442,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 18:00",1.00000,-7958.80518,7958.80518,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 18:30",1.00000,-9084.95627,9084.95627,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 19:00",1.00000,-9694.96450,9694.96450,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 19:30",1.00000,-10721.11062,10721.11062,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 20:00",1.00000,-12870.86699,12870.86699,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 20:30",1.00000,-11995.02812,11995.02812,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 21:00",1.00000,-14248.59467,14248.59467,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 21:30",1.00000,-11718.33721,11718.33721,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 22:00",1.00000,-11331.70833,11331.70833,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 22:30",1.00000,-8645.04235,8645.04235,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 23:00",1.00000,-6830.15636,6830.15636,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"15-OCT-2022 23:30",1.00000,-16524.07758,16524.07758,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 13:00",1.00000,-22017.05021,22017.05021,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 13:30",1.00000,-19740.20574,19740.20574,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 14:00",1.00000,-20664.04548,20664.04548,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 14:30",1.00000,-19402.19167,19402.19167,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 15:00",1.00000,-25063.98494,25063.98494,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 15:30",1.00000,-30252.66098,30252.66098,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 16:00",1.00000,-35875.40043,35875.40043,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"02-DEC-2021 16:30",1.00000,-34055.30264,34055.30264,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"01-MAR-2022 14:00",1.00000,5.7434400E+8,106347.96956,5.7445035E+8,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"01-MAR-2022 14:30",1.00000,5.7436139E+8,113350.25458,5.7447474E+8,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"01-MAR-2022 15:00",1.00000,5.7435675E+8,140697.90756,5.7449745E+8,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"01-MAR-2022 15:30",1.00000,5.7438977E+8,127149.66907,5.7451692E+8,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"01-MAR-2022 16:00",1.00000,5.7437225E+8,146406.53537,5.7451865E+8,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"01-MAR-2022 16:30",1.00000,5.7438384E+8,131528.72810,5.7451537E+8,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"01-MAR-2022 17:00",1.00000,5.7434524E+8,174178.82923,5.7451942E+8,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"01-MAR-2022 17:30",1.00000,5.7438787E+8,138144.73358,5.7452602E+8,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 -"01-MAR-2022 13:55",1.00000,-34628.77740,34628.77740,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000,0.00000 diff --git a/Output/Test_Run_All/Test_Run_All_SystemResults.csv b/Output/Test_Run_All/Test_Run_All_SystemResults.csv deleted file mode 100644 index 0d92a7e..0000000 --- a/Output/Test_Run_All/Test_Run_All_SystemResults.csv +++ /dev/null @@ -1,5 +0,0 @@ -"Date","NumTradePeriodsStudied","ObjectiveFunctionValue","SystemGen (MW(half)h)","SystemLoad (MW(half)h)","SystemLoss (MW(half)h)","SystemViolation (MW(half)h)","SystemFIR (MW(half)h)","SystemSIR (MW(half)h)","SystemGenerationRevenue ($)","SystemLoadCost ($)","SystemNegativeLoadRevenue ($)","SystemSurplus ($)" -"15-OCT-2022 00:00",48.00,-500646.60,214527.04,207754.99,6772.05,0.00,3527.33,10608.31,4982369.68,5167950.05,49702.92,135877.44 -"02-DEC-2021 13:00",8.00,-207070.84,41063.17,39506.05,1557.12,0.00,2337.16,3234.13,2275092.23,2356660.26,5382.77,76185.26 -"01-MAR-2022 14:00",8.00,4.5949411E+9,43020.36,34450.69,1426.81,0.00,2029.10,2995.88,11025826.15,11369570.09,11764.02,331979.93 -"01-MAR-2022 13:55",1.00,-34628.78,5002.78,4839.86,162.93,0.00,261.34,381.98,80658.37,83016.12,63.56,2294.19 diff --git a/Output/Test_Run_All/Test_Run_All_TraderResults.csv b/Output/Test_Run_All/Test_Run_All_TraderResults.csv deleted file mode 100644 index c2bf680..0000000 --- a/Output/Test_Run_All/Test_Run_All_TraderResults.csv +++ /dev/null @@ -1,80 +0,0 @@ -"Date","NumTradePeriodsStudied","Trader","Generation (MWh)","FIR (MWh)","SIR (MWh)" -"15-OCT-2022 00:00",48.00,"173763612",3360.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"3663284062",418.50,0.00,0.00 -"15-OCT-2022 00:00",48.00,"38428",0.00,41.93,96.35 -"15-OCT-2022 00:00",48.00,"38433",18080.36,0.00,0.00 -"15-OCT-2022 00:00",48.00,"38454",0.00,0.00,146.69 -"15-OCT-2022 00:00",48.00,"38459",15524.47,127.57,764.97 -"15-OCT-2022 00:00",48.00,"38470",508.50,0.00,0.00 -"15-OCT-2022 00:00",48.00,"38481",35069.16,1214.66,2376.93 -"15-OCT-2022 00:00",48.00,"38486",24638.98,116.68,788.76 -"15-OCT-2022 00:00",48.00,"38500",178.04,0.00,0.00 -"15-OCT-2022 00:00",48.00,"38517",554.30,0.00,0.00 -"15-OCT-2022 00:00",48.00,"38527",840.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"38539",120.00,0.00,0.00 -"15-OCT-2022 00:00",48.00,"38547",2160.50,0.00,0.00 -"15-OCT-2022 00:00",48.00,"38552",0.00,0.00,302.05 -"15-OCT-2022 00:00",48.00,"38555",0.00,0.00,86.55 -"15-OCT-2022 00:00",48.00,"38564",0.00,58.45,205.62 -"15-OCT-2022 00:00",48.00,"4089922724",5810.71,75.90,429.01 -"15-OCT-2022 00:00",48.00,"4468986571",0.00,128.48,107.23 -"02-DEC-2021 13:00",8.00,"38412",200.00,0.00,0.00 -"02-DEC-2021 13:00",8.00,"38428",0.00,5.93,13.63 -"02-DEC-2021 13:00",8.00,"38433",3905.28,219.88,208.88 -"02-DEC-2021 13:00",8.00,"38454",0.00,433.41,554.63 -"02-DEC-2021 13:00",8.00,"38459",2896.78,132.34,228.24 -"02-DEC-2021 13:00",8.00,"38470",104.00,0.00,0.00 -"02-DEC-2021 13:00",8.00,"38481",7620.32,120.42,160.40 -"02-DEC-2021 13:00",8.00,"38486",3213.94,152.49,207.46 -"02-DEC-2021 13:00",8.00,"38500",49.00,0.00,0.00 -"02-DEC-2021 13:00",8.00,"38517",41.70,0.00,0.00 -"02-DEC-2021 13:00",8.00,"38527",116.00,0.00,0.00 -"02-DEC-2021 13:00",8.00,"38539",120.00,0.00,0.00 -"02-DEC-2021 13:00",8.00,"38547",343.00,0.00,0.00 -"02-DEC-2021 13:00",8.00,"38552",0.00,0.00,99.19 -"02-DEC-2021 13:00",8.00,"38555",0.00,0.00,16.39 -"02-DEC-2021 13:00",8.00,"38564",0.00,10.70,22.10 -"02-DEC-2021 13:00",8.00,"173763612",556.00,0.00,0.00 -"02-DEC-2021 13:00",8.00,"2627933195",96.00,0.00,0.00 -"02-DEC-2021 13:00",8.00,"3663284062",128.00,0.00,0.00 -"02-DEC-2021 13:00",8.00,"4908434480",1141.57,93.40,106.14 -"01-MAR-2022 14:00",8.00,"38412",252.00,0.00,0.00 -"01-MAR-2022 14:00",8.00,"38428",0.00,6.20,14.25 -"01-MAR-2022 14:00",8.00,"38433",4266.44,163.26,153.52 -"01-MAR-2022 14:00",8.00,"38454",0.00,516.28,577.31 -"01-MAR-2022 14:00",8.00,"38459",3496.28,81.31,439.17 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-"01-MAR-2022 13:55",1.00,"38459",70.96,2.86,8.37 -"01-MAR-2022 13:55",1.00,"38481",145.40,0.01,0.01 -"01-MAR-2022 13:55",1.00,"38486",65.85,1.69,2.44 -"01-MAR-2022 13:55",1.00,"38500",0.19,0.00,0.00 -"01-MAR-2022 13:55",1.00,"38517",0.85,0.00,0.00 -"01-MAR-2022 13:55",1.00,"38527",1.75,0.00,0.00 -"01-MAR-2022 13:55",1.00,"38539",2.12,0.00,0.00 -"01-MAR-2022 13:55",1.00,"38547",3.75,0.00,0.00 -"01-MAR-2022 13:55",1.00,"38552",0.00,0.00,1.93 -"01-MAR-2022 13:55",1.00,"38555",0.00,0.00,0.23 -"01-MAR-2022 13:55",1.00,"38564",0.00,0.19,0.41 -"01-MAR-2022 13:55",1.00,"173763612",11.50,0.00,0.00 -"01-MAR-2022 13:55",1.00,"2627933195",1.92,0.00,0.00 -"01-MAR-2022 13:55",1.00,"3541684146",11.26,0.00,0.00 -"01-MAR-2022 13:55",1.00,"3663284062",2.50,0.00,0.00 -"01-MAR-2022 13:55",1.00,"4089922724",14.14,1.88,2.01 diff --git a/Output/empty.txt b/Output/empty.txt deleted file mode 100644 index e69de29..0000000 diff --git a/Override/emptyoverride.txt b/Override/emptyoverride.txt deleted file mode 100644 index e69de29..0000000 diff --git a/Programs/DWmode/vSPDSolveDWH_3.gms b/Programs/DWmode/vSPDSolveDWH_3.gms deleted file mode 100644 index 74ec025..0000000 --- a/Programs/DWmode/vSPDSolveDWH_3.gms +++ /dev/null @@ -1,148 +0,0 @@ -*===================================================================================== -* Name: vSPDSolveDWH_3.gms -* Function: Collect and store results for the data warehouse mode -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -*===================================================================================== - - loop(i_dateTimeTradePeriodMap(dt,currTP) $ (not unsolvedPeriod(currTP)), - - o_dateTime(dt) = yes ; - - totalBusAllocation(dt,b) $ bus(currTP,b) - = sum[ n $ Node(currTP,n), NodeBusAllocationFactor(currTP,n,b)]; - - busNodeAllocationFactor(dt,b,n) $ (totalBusAllocation(dt,b) > 0) - = NodeBusAllocationFactor(currTP,n,b) - / totalBusAllocation(dt,b) ; - -* Node level output - o_node(dt,n) $ {Node(currTP,n) and (not HVDCnode(currTP,n))} = yes ; - - o_nodeGeneration_TP(dt,n) $ Node(currTP,n) - = sum[ o $ offerNode(currTP,o,n), GENERATION.l(currTP,o) ] ; - - o_nodeLoad_TP(dt,n) $ Node(currTP,n) - = NodeDemand(currTP,n) - + Sum[ bd $ bidNode(currTP,bd,n), PURCHASE.l(currTP,bd) ]; - - o_nodePrice_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * busPrice(currTP,b) - ] ; - -* Bus level output - o_busDeficit_TP(dt,b) $ bus(currTP,b) = DEFICITBUSGENERATION.l(currTP,b); -* TN - post processing unmapped generation deficit buses -$ontext -The following code is added post-process generation deficit bus that is not -mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a -deficit is detected at a bus that does not map directly to a pnode, SPD creates -a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a -pnode. The price at the deficit bus is assigned directly to the pnode, -overwriting any weighted price that post-processing originally calculated for -the pnode. This is based on email from Nic Deller -on 25 Feb 2015. -The code is modified again on 16 Feb 2016 to avoid infinite loop when there are -many generation deficit buses. -This code is used to post-process generation deficit bus that is not mapped to -$offtext - unmappedDeficitBus(dt,b) $ o_busDeficit_TP(dt,b) - = yes $ (Sum[ n, busNodeAllocationFactor(dt,b,n)] = 0); - - changedDeficitBus(dt,b) = no; - -$onend - If Sum[b $ unmappedDeficitBus(dt,b), 1] then - - temp_busDeficit_TP(dt,b) = o_busDeficit_TP(dt,b); - - Loop b $ unmappedDeficitBus(dt,b) do - o_busDeficit_TP(dt,b1) - $ { Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] - } = o_busDeficit_TP(dt,b1) + o_busDeficit_TP(dt,b) ; - - changedDeficitBus(dt,b1) - $ Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] = yes; - - unmappedDeficitBus(dt,b) = no; - changedDeficitBus(dt,b) = no; - o_busDeficit_TP(dt,b) = 0; - EndLoop; - - Loop n $ sum[ b $ changedDeficitBus(dt,b) - , busNodeAllocationFactor(dt,b,n)] do - o_nodePrice_TP(dt,n) = deficitBusGenerationPenalty ; - o_nodeDeficit_TP(dt,n) = sum[ b $ busNodeAllocationFactor(dt,b,n), - busNodeAllocationFactor(dt,b,n) - * o_busDeficit_TP(dt,b) ] ; - EndLoop; - - o_busDeficit_TP(dt,b) = temp_busDeficit_TP(dt,b); - Endif; -$offend -* TN - Post-process generation deficit bus end - -* Island output - o_FIRprice_TP(dt,ild) - = sum[ i_reserveClass $ (ord(i_reserveClass) = 1) - , IslandReserveCalculation.m(currTP,ild,i_reserveClass) ]; - - o_SIRprice_TP(dt,ild) - = sum[ i_reserveClass $ (ord(i_reserveClass) = 2) - , IslandReserveCalculation.m(currTP,ild,i_reserveClass) ]; - - o_ResCleared_TP(dt,ild,resC) = ISLANDRESERVE.l(currTP,ild,resC); - - o_FirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 1) - , o_ResCleared_TP(dt,ild,resC) ]; - - o_SirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 2) - , o_ResCleared_TP(dt,ild,resC) ]; - -* Summary reporting by trading period - o_solveOK_TP(dt) = ModelSolved ; - - o_systemCost_TP(dt) = SYSTEMCOST.l(currTP) - SYSTEMBENEFIT.l(currTP) ; - - o_totalViolation_TP(dt) - = sum[ b $ bus(currTP,b) - , DEFICITBUSGENERATION.l(currTP,b) - + SURPLUSBUSGENERATION.l(currTP,b) ] - + sum[ o $ offer(currTP,o) - , DEFICITRAMPRATE.l(currTP,o) - + SURPLUSRAMPRATE.l(currTP,o) ] - + sum[ brCstr $ branchConstraint(currTP,brCstr) - , DEFICITBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) - + SURPLUSBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) ] - + sum[ MnodeCstr $ MnodeConstraint(currTP,MnodeCstr) - , DEFICITMnodeCONSTRAINT.l(currTP,MnodeCstr) - + SURPLUSMnodeCONSTRAINT.l(currTP,MnodeCstr) ] - + sum[ ACnodeCstr $ ACnodeConstraint(currTP,ACnodeCstr) - , DEFICITACnodeCONSTRAINT.l(currTP,ACnodeCstr) - + SURPLUSACnodeCONSTRAINT.l(currTP,ACnodeCstr) ] - + sum[ t1MixCstr $ Type1MixedConstraint(currTP,t1MixCstr) - , DEFICITTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) - + SURPLUSTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) ] - + sum[ gnrcCstr $ GenericConstraint(currTP,gnrcCstr) - , DEFICITGENERICCONSTRAINT.l(currTP,gnrcCstr) - + SURPLUSGENERICCONSTRAINT.l(currTP,gnrcCstr) ] - + sum[ br$branch(currTP,br), SURPLUSBRANCHFLOW.l(currTP,br) ] - + sum[ (ild,i_reserveClass) - , (DEFICITRESERVE.l(currTP,ild,i_reserveClass)$(not diffCeECeCVP)) - + (DEFICITRESERVE_CE.l(currTP,ild,i_reserveClass)$diffCeECeCVP) - + (DEFICITRESERVE_ECE.l(currTP,ild,i_reserveClass)$diffCeECeCVP) - ] ; - -* Reporting at trading period end - ) ; diff --git a/Programs/Demand/DPSreportSetup.gms b/Programs/Demand/DPSreportSetup.gms deleted file mode 100644 index cec9391..0000000 --- a/Programs/Demand/DPSreportSetup.gms +++ /dev/null @@ -1,25 +0,0 @@ -*===================================================================================== -* Name: DPSReportSetup.gms -* Function: Creates the report templates for demand price sensitivity. -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -*===================================================================================== -$include vSPDsettings.inc - -* Defines the set of scenarios for the demand sensitivity analysis -*$include "%system.fp%Scenarios.gms" - - -Files DPSNodeResults /"%OutputPath%%runName%\%runName%_NodePriceSensitivity.csv"/; -DPSNodeResults.pc = 5; DPSNodeResults.lw = 0; DPSNodeResults.pw = 9999; -put DPSNodeResults; -put 'DateTime', 'Scenario', 'Node', 'Price' ; - - -Files DPSIslandResults /"%OutputPath%%runName%\%runName%_IslandSensitivity.csv"/; -DPSIslandResults.pc = 5; DPSIslandResults.lw = 0; DPSIslandResults.pw = 9999; -put DPSIslandResults; -put 'DateTime', 'Scenario', 'Island', 'Load', 'Reference_price'; \ No newline at end of file diff --git a/Programs/Demand/Scenarios.gms b/Programs/Demand/Scenarios.gms deleted file mode 100644 index e2c6542..0000000 --- a/Programs/Demand/Scenarios.gms +++ /dev/null @@ -1,118 +0,0 @@ -*===================================================================================== -* Name: Scenarios.gms -* Function: Creates the demand scenarios for sensitivity analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -* Note: This code will be included to the end of section 5 in -* vSPDSolve to begin the demand sensitivity analysis loop -*===================================================================================== -Set non_conforming_nodes -$include "Demand\non_conforming_load.inc" -; - -Set pricing_nodes(n) -$include "Demand\pricing_nodes.inc" -; - -* Defines the set of scenarios for the demand analysis -Set drs -/ 'base' - - 'increase all load 0.5%' - 'increase all load 1.0%' - 'increase all load 1.5%' - 'increase all load 2.0%' - 'increase all load 3.0%' - 'increase all load 4.0%' - 'increase all load 5.0%' - - 'decrease all load 0.5%' - 'decrease all load 1.0%' - 'decrease all load 1.5%' - 'decrease all load 2.0%' - 'decrease all load 3.0%' - 'decrease all load 4.0%' - 'decrease all load 5.0%' - - 'increase conforming load 0.5%' - 'increase conforming load 1.0%' - 'increase conforming load 1.5%' - 'increase conforming load 2.0%' - 'increase conforming load 3.0%' - 'increase conforming load 4.0%' - 'increase conforming load 5.0%' - - 'decrease conforming load 0.5%' - 'decrease conforming load 1.0%' - 'decrease conforming load 1.5%' - 'decrease conforming load 2.0%' - 'decrease conforming load 3.0%' - 'decrease conforming load 4.0%' - 'decrease conforming load 5.0%' -/ ; - -Set drs_conforming(drs) -/ - 'increase conforming load 0.5%' - 'increase conforming load 1.0%' - 'increase conforming load 1.5%' - 'increase conforming load 2.0%' - 'increase conforming load 3.0%' - 'increase conforming load 4.0%' - 'increase conforming load 5.0%' - - 'decrease conforming load 0.5%' - 'decrease conforming load 1.0%' - 'decrease conforming load 1.5%' - 'decrease conforming load 2.0%' - 'decrease conforming load 3.0%' - 'decrease conforming load 4.0%' - 'decrease conforming load 5.0%' -/ - -Alias (drs, drs1, drs2) ; -; - -Parameters - demandscale(drs) 'Demand scale for each demand scenario' - / - 'base' 1.000 - - 'increase all load 0.5%' 1.005 - 'increase all load 1.0%' 1.010 - 'increase all load 1.5%' 1.015 - 'increase all load 2.0%' 1.020 - 'increase all load 3.0%' 1.030 - 'increase all load 4.0%' 1.040 - 'increase all load 5.0%' 1.050 - - 'decrease all load 0.5%' 0.995 - 'decrease all load 1.0%' 0.990 - 'decrease all load 1.5%' 0.985 - 'decrease all load 2.0%' 0.980 - 'decrease all load 3.0%' 0.970 - 'decrease all load 4.0%' 0.960 - 'decrease all load 5.0%' 0.950 - - 'increase conforming load 0.5%' 1.005 - 'increase conforming load 1.0%' 1.010 - 'increase conforming load 1.5%' 1.015 - 'increase conforming load 2.0%' 1.020 - 'increase conforming load 3.0%' 1.030 - 'increase conforming load 4.0%' 1.040 - 'increase conforming load 5.0%' 1.050 - - 'decrease conforming load 0.5%' 0.995 - 'decrease conforming load 1.0%' 0.990 - 'decrease conforming load 1.5%' 0.985 - 'decrease conforming load 2.0%' 0.980 - 'decrease conforming load 3.0%' 0.970 - 'decrease conforming load 4.0%' 0.960 - 'decrease conforming load 5.0%' 0.950 - - - / -; \ No newline at end of file diff --git a/Programs/Demand/non_conforming_load.inc b/Programs/Demand/non_conforming_load.inc deleted file mode 100644 index 0730c6e..0000000 --- a/Programs/Demand/non_conforming_load.inc +++ /dev/null @@ -1,14 +0,0 @@ -/ -ASB0661 -EDG0331 -GLN0331 -KAW0111 -KAW0112 -KAW0113 -KIN0111 -KIN0112 -KIN0113 -TNG0111 -TWI2201 -WHI0111 -/ \ No newline at end of file diff --git a/Programs/Demand/pricing_nodes.inc b/Programs/Demand/pricing_nodes.inc deleted file mode 100644 index d8ab324..0000000 --- a/Programs/Demand/pricing_nodes.inc +++ /dev/null @@ -1,10 +0,0 @@ -/ -BEN2201 -HAY2201 -INV2201 -ISL2201 -KIK2201 -OTA2201 -RDF2201 -WKM2201 -/ \ No newline at end of file diff --git a/Programs/Demand/vSPDSolveDPS_1.gms b/Programs/Demand/vSPDSolveDPS_1.gms deleted file mode 100644 index 0d436a8..0000000 --- a/Programs/Demand/vSPDSolveDPS_1.gms +++ /dev/null @@ -1,48 +0,0 @@ -*===================================================================================== -* Name: vSPDSolveDPS_1.gms -* Function: Included code for the demand sensitivity analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -* Note: This code will be included to the end of section 5 in -* vSPDSolve to begin the demand sensitivity analysis loop -*===================================================================================== - -$include "%system.fp%Scenarios.gms" - -* Define output required for pivotal test - -Parameters - o_drsnodeprice(dt,drs,n) 'Price at each reference pricng node for each demand scenario' - o_drsGen(dt,drs,ild) 'Total island scheduled generation for each demand scenario' - o_drsPosDemand(dt,drs,ild) 'Total island non-negative demand for each demand scenario' - o_drsNegDemand(dt,drs,ild) 'Total island negative demand for each demand scenario' - o_drsBid(dt,drs,ild) 'Total island cleared bid for each demand scenario' - o_drsRefPrice(dt,drs,ild) 'Total island reference price for each demand scenario' - o_drsGenRevenue(dt,drs,ild) 'Total island generation revenue for each demand scenario' - o_drsNegLoadRevenue(dt,drs,ild) 'Total island negative load revenue for each demand scenario' - o_drsGWAP(dt,drs,ild) 'Total island gwap (including negative load) for each demand scenario' -; - -* Reset island reference node for demand sensitivity analysis -*referenceNode(node(tp,n)) -* = yes $ { sameas(n,'OTA2201') or sameas(n,'BEN2201') } ; - -* Begin a loop through each pivot scenario and produce pivot data -Loop[ drs, -* apply demand scale for current demand scenario - nodeDemand(node) = i_tradePeriodNodeDemand(node) ; - - nodeDemand(node) $ { ( nodeDemand(node) > 0 ) - and ( not drs_conforming(drs) ) } - = demandscale(drs) * nodeDemand(node) ; - - nodeDemand(node(tp,n)) $ { ( nodeDemand(node) > 0 ) - and ( drs_conforming(drs) ) - and ( not non_conforming_nodes(n) )} - = demandscale(drs) * nodeDemand(node) ; - - -* ]; the end of loop will apprear in vSPDSolveDPS_4.gms \ No newline at end of file diff --git a/Programs/Demand/vSPDSolveDPS_2.gms b/Programs/Demand/vSPDSolveDPS_2.gms deleted file mode 100644 index 45d4231..0000000 --- a/Programs/Demand/vSPDSolveDPS_2.gms +++ /dev/null @@ -1,26 +0,0 @@ -*===================================================================================== -* Name: vSPDSolveDPS_2.gms -* Function: Included code for the pivot analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -* Note: This code will be included to the end of 6b in vSPDSolve -* to revised initialised data according to demand scenario -*===================================================================================== - - -* The code below is used to set -* bus deficit generation <= total bus load (positive) for simulation run - DEFICITBUSGENERATION.up(currTP,b) - $ ( sum[ NodeBus(currTP,n,b), NodeBusAllocationFactor(currTP,n,b) - * NodeDemand(currTP,n) ] > 0 ) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) ] ; - - DEFICITBUSGENERATION.fx(currTP,b) - $ ( sum[ NodeBus(currTP,n,b), NodeBusAllocationFactor(currTP,n,b) - * NodeDemand(currTP,n) ] <= 0 ) - = 0 ; -* The code to set bus deficit generation end \ No newline at end of file diff --git a/Programs/Demand/vSPDSolveDPS_3.gms b/Programs/Demand/vSPDSolveDPS_3.gms deleted file mode 100644 index 3707d90..0000000 --- a/Programs/Demand/vSPDSolveDPS_3.gms +++ /dev/null @@ -1,70 +0,0 @@ -*===================================================================================== -* Name: vSPDSolveDPS_3.gms -* Function: Collect and store results for demand sensitivity analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -* Note: This code will be included to the end of period report -* section in vSPDSolve to produce output for pivot analysis -*===================================================================================== -$onend - Loop i_dateTimeTradePeriodMap(dt,currTP) $ (not unsolvedPeriod(currTP)) do - - o_nodeGeneration_TP(dt,n) $ Node(currTP,n) - = sum[ o $ offerNode(currTP,o,n), GENERATION.l(currTP,o) ] ; - - o_nodePrice_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * busPrice(currTP,b) - ] ; - -* Get price at each reference pricng node for each demand scenario - o_drsnodeprice(dt,drs,pricing_nodes(n)) = o_nodePrice_TP(dt,n); - -* Total island scheduled generation for each demand scenario - o_drsGen(dt,drs,ild) - = sum[ n $ nodeIsland(currTP,n,ild) , o_nodeGeneration_TP(dt,n)] ; - -* Total island non-negative demand for each demand scenario - o_drsPosDemand(dt,drs,ild) - = sum[ n $ { nodeIsland(currTP,n,ild) and (NodeDemand(currTP,n) > 0) } - , nodeDemand(currTP,n) ] ; - -* Total island negative demand for each demand scenario - o_drsNegDemand(dt,drs,ild) - = sum[ n $ { nodeIsland(currTP,n,ild) and (NodeDemand(currTP,n) < 0) } - , nodeDemand(currTP,n) ] ; - -* Total island cleared bid for each demand scenario' - o_drsBid(dt,drs,ild) - = sum[ bd $ bidIsland(currTP,bd,ild), PURCHASE.l(currTP,bd) ] ; - -* Total island reference price for each demand scenario' - o_drsRefPrice(dt,drs,ild) - = sum[ n $ { ReferenceNode(currTP,n) and nodeIsland(currTP,n,ild) } - , o_nodePrice_TP(dt,n) ] ; - - -* Total island generation revenue for each demand scenario - o_drsGenRevenue(dt,drs,ild) - = sum[ n $ nodeIsland(currTP,n,ild), (i_tradingPeriodLength / 60) - * o_nodeGeneration_TP(dt,n) - * o_nodePrice_TP(dt,n) ] ; - -* Total island negative load revenue for each demand scenario - o_drsNegLoadRevenue(dt,drs,ild) - = (i_tradingPeriodLength/60) - * sum[ n $ { nodeIsland(currTP,n,ild) and (nodeDemand(currTP,n) < 0) } - , - nodeDemand(currTP,n) * o_nodePrice_TP(dt,n) ] ; - -* Total island gwap (including negative load) for each demand scenario' - o_drsGWAP(dt,drs,ild) $ i_tradingPeriodLength - = (60 / i_tradingPeriodLength) - * [ o_drsGenRevenue(dt,drs,ild) + o_drsNegLoadRevenue(dt,drs,ild) ] - / [ o_drsGen(dt,drs,ild) + o_drsNegDemand(dt,drs,ild) ] ; - - EndLoop; - -$offend \ No newline at end of file diff --git a/Programs/Demand/vSPDSolveDPS_4.gms b/Programs/Demand/vSPDSolveDPS_4.gms deleted file mode 100644 index 0af520f..0000000 --- a/Programs/Demand/vSPDSolveDPS_4.gms +++ /dev/null @@ -1,79 +0,0 @@ -*===================================================================================== -* Name: vSPDSolveDPS_4.gms -* Function: Writing data to output csv file for demand sensitivity analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -* Note: This code will be included to the end of period report -* section in vSPDSolve to load data to gdx. -*===================================================================================== - - -* End of the process that loop through each pivot scenario and produce pivot data - -$ontext -* Testing - Files DPSNodeResults /"%OutputPath%%runName%\NodePriceSensitivity.csv"/; - DPSNodeResults.pc = 5; DPSNodeResults.lw = 0; DPSNodeResults.pw = 9999; - DPSNodeResults.ap = 1; DPSNodeResults.nd = 3; - put DPSNodeResults; - loop( (dt, pricing_nodes(n)), - put dt.tl, drs.tl, n.tl, o_drsnodeprice(dt,drs,n); - put /; - ) ; - - Files DPSIslandResults /"%OutputPath%%runName%\IslandSensitivity.csv"/; - DPSIslandResults.pc = 5; DPSIslandResults.lw = 0; DPSIslandResults.pw = 9999; - DPSIslandResults.ap = 1; DPSIslandResults.nd = 3; - put DPSIslandResults; - loop( (dt, ild), - put dt.tl, drs.tl, ild.tl; - put o_drsPosDemand(dt,drs,ild), o_drsRefPrice(dt,drs,ild) ; - put /; - ) ; -* Testing end -$offtext - -]; - -*$ontext -Files DPSNodeResults /"%OutputPath%%runName%\%runName%_NodePriceSensitivity.csv"/; - DPSNodeResults.pc = 5; DPSNodeResults.lw = 0; DPSNodeResults.pw = 9999; - DPSNodeResults.ap = 1; DPSNodeResults.nd = 3; - put DPSNodeResults; - loop( (dt, drs, pricing_nodes(n)), - put dt.tl, drs.tl, n.tl, o_drsnodeprice(dt,drs,n); - put /; - ) ; - - - -Files DPSIslandResults /"%OutputPath%%runName%\%runName%_IslandSensitivity.csv"/; - DPSIslandResults.pc = 5; DPSIslandResults.lw = 0; DPSIslandResults.pw = 9999; - DPSIslandResults.ap = 1; DPSIslandResults.nd = 3; - put DPSIslandResults; - loop( (dt, drs, ild), - put dt.tl, drs.tl, ild.tl; - put o_drsPosDemand(dt,drs,ild), o_drsRefPrice(dt,drs,ild) ; - put /; - ) ; -*$offtext - -$stop -execute_unload '%OutputPath%%runName%\%runName%_DRSOutput_TP.gdx' - i_dateTime - i_island - drs - demandscale - o_drsnodeprice - o_drsGen - o_drsPosDemand - o_drsNegDemand - o_drsBid - o_drsRefPrice - o_drsGenRevenue - o_drsNegLoadRevenue - o_drsGWAP - ; diff --git a/Programs/FTRInjection.inc b/Programs/FTRInjection.inc deleted file mode 100644 index f90b4cb..0000000 --- a/Programs/FTRInjection.inc +++ /dev/null @@ -1,15 +0,0 @@ - OTA2201 HAY2201 BEN2201 ISL2201 INV2201 -1 877.49 -877.49 0 0 0 -2 -877.49 877.49 0 0 0 -3 0 0 992.615 -435.566 -557.049 -4 0 0 1193.057 -1330 136.943 -5 0 0 -1023.034 559.737 463.297 -6 0 0 942.046 -1330 387.954 -7 0 0 -1201.114 1442.848 -241.734 -8 0 0 -1092.308 1464.205 -371.897 -9 0 0 1173.354 -1173.354 0 -10 0 0 -1173.354 1173.354 0 -11 0 0 -1092.308 1464.205 -371.897 -12 0 0 942.046 -1330 387.954 -13 0 0 -262.745 -188.879 451.624 -14 0 0 323.64 218.731 -542.371 diff --git a/Programs/FTRPattern.inc b/Programs/FTRPattern.inc deleted file mode 100644 index b53ea7c..0000000 --- a/Programs/FTRPattern.inc +++ /dev/null @@ -1,16 +0,0 @@ -/ -1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -/ \ No newline at end of file diff --git a/Programs/FTRental/FTRreportSetup.gms b/Programs/FTRental/FTRreportSetup.gms deleted file mode 100644 index 50eb65a..0000000 --- a/Programs/FTRental/FTRreportSetup.gms +++ /dev/null @@ -1,43 +0,0 @@ -*===================================================================================== -* Name: FTRreportSetup.gms -* Function: Creates the report templates for FTR rental mode -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -*===================================================================================== -$include vSPDsettings.inc - -Sets ftr -$include FTRPattern.inc -; - -File HVDCrent / "%outputPath%%runName%\%runName%_HVDCRent.csv" /; -HVDCRent.pc = 5; HVDCRent.lw = 0; HVDCRent.pw = 9999; -put HVDCRent 'DateTime', 'DC Branch', 'SPD Flow (MW)', 'Var Loss (MW)' - 'FromBusPrice ($)', 'ToBusPrice ($)', 'FTR Rent ($)'; - -File ACrent / "%outputPath%%runName%\%runName%_ACRent.csv" /; -ACRent.pc = 2; ACRent.lw = 0; ACRent.pw = 9999; -put ACRent 'DateTime,', 'AC Branch,', 'SPD Flow (MW),' ; -loop( ftr, - put 'Flow' ftr.tl:0 '(MW),' ; -); -put 'Assigned Cap (MW),', 'Shadow Price ($),', 'FTR Congestion Rent ($),', 'FTR Loss Rent ($)' ; - -File brConstraintRent /"%outputPath%%runName%\%runName%_BrConstraintRent.csv"/; -brConstraintRent.pc = 2; brConstraintRent.lw = 0; brConstraintRent.pw = 9999; -put brConstraintRent 'DateTime,', 'Branch Constraint,', 'SPD LHS (MW),'; -loop( ftr, - put 'LHS ' ftr.tl:0 ' (MW),' ; -); -put 'Assigned Cap (MW),', 'Shadow Price ($),', 'FTR Rent ($),'; - -File totalRent / "%outputPath%%runName%\%runName%_TotalRent.csv" /; -totalRent.pc = 5; totalRent.lw = 0; totalRent.pw = 9999; -put totalRent 'DateTime','HVDC FTR Rent ($)','AC Branch FTR Congestion Rent ($)' - 'AC Branch FTR Loss Rent ($)', 'AC Branch Group Constraint FTR Rent ($)' - 'Total FTR Rent ($)', 'AC Total Rent ($)' ; - diff --git a/Programs/FTRental/vSPDSolveFTR_3.gms b/Programs/FTRental/vSPDSolveFTR_3.gms deleted file mode 100644 index d682911..0000000 --- a/Programs/FTRental/vSPDSolveFTR_3.gms +++ /dev/null @@ -1,70 +0,0 @@ -*===================================================================================== -* Name: vSPDSolveFTR_3.gms -* Function: Collect and store vSPD results for the FTR rental mode -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 03 June 2021 -*===================================================================================== - -* Store results for FTR reporting at a trade period level - loop(i_DateTimeTradePeriodMap(dt,currTP) $ (not unsolvedPeriod(currTP)), - - o_busPrice_TP(dt,b) $ bus(currTP,b) = round(busPrice(currTP,b),4) ; - -* branch data - o_branch(dt,br) $ Branch(currTP,br) = yes; - - o_HVDClink(dt,br) $ HVDCLink(currTP,br) = yes; - - o_branchFlow_TP(dt,br) $ ACBranch(currTP,br) = ACBRANCHFLOW.l(currTP,br); - o_branchFlow_TP(dt,br) $ HVDCLink(currTP,br) = HVDCLINKFLOW.l(currTP,br); - o_branchFlow_TP(dt,br) = Round(o_BranchFlow_TP(dt,br),3) ; - - o_branchDynamicLoss_TP(dt,br) - $ HVDCLink(currTP,br) - = HVDCLINKLOSSES.l(currTP,br); - - o_branchMarginalPrice_TP(dt,br) $ ACBranch(currTP,br) - = sum[ fd, Round(ACBranchMaximumFlow.m(currTP,br,fd), 4) ]; - - o_branchCapacity_TP(dt,br) $ Branch(currTP,br) - = i_TradePeriodBranchCapacity(currTP,br); - - o_BranchTotalLoss_TP(dt,br) - $ ACBranch(currTP,br) - = branchFixedLoss(currTP,br) - + sum[ fd, ACBRANCHLOSSESDIRECTED.l(currTP,br,fd) ]; - -* Security constraint data - o_brConstraint_TP(dt,brCstr) $ BranchConstraint(currTP,brCstr) = yes; - - o_brConstraintRHS_TP(dt,brCstr) - $ { BranchConstraint(currTP,brCstr) and - (BranchConstraintSense(currTP,brCstr) = -1) } - = branchConstraintLimit(currTP,brCstr) ; - - o_brConstraintPrice_TP(dt,brCstr) - $ { BranchConstraint(currTP,brCstr) and - (BranchConstraintSense(currTP,brCstr) = -1) } - = Round(BranchSecurityConstraintLE.m(currTP,brCstr), 4); - - o_brConstraintLHS_TP(dt,brCstr) - $ { BranchConstraint(currTP,brCstr) and - (BranchConstraintSense(currTP,brCstr) = -1) } - = sum[ br $ ACbranch(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) - * o_branchFlow_TP(dt,br) - ] $ o_brConstraintPrice_TP(dt,brCstr) ; - -* AC branch loss segment - o_ACbranchLossMW(dt,br,los) $ ACbranch(currTP,br) - = ACBranchLossMW(currTP,br,los,'forward') $ (o_branchFlow_TP(dt,br) >= 0) - + ACBranchLossMW(currTP,br,los,'backward') $ (o_branchFlow_TP(dt,br) < 0); - - o_ACbranchLossFactor(dt,br,los) $ ACbranch(currTP,br) - = ACBranchLossFactor(currTP,br,los,'forward') $ (o_branchFlow_TP(dt,br) >= 0) - + ACBranchLossFactor(currTP,br,los,'backward') $ (o_branchFlow_TP(dt,br) < 0); - ) ; diff --git a/Programs/FTRental/vSPDSolveFTR_3a.gms b/Programs/FTRental/vSPDSolveFTR_3a.gms deleted file mode 100644 index 6454b61..0000000 --- a/Programs/FTRental/vSPDSolveFTR_3a.gms +++ /dev/null @@ -1,32 +0,0 @@ -*===================================================================================== -* Name: vSPDSolveFTR_3a.gms -* Function: Collect and store SPD price relating results for the FTR -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -*===================================================================================== - -loop(i_dateTimeTradePeriodMap(dt,tp), -* branch output update - o_branchFromBusPrice_TP(dt,br) $ branch(tp,br) - = sum[ (b,toB) $ branchBusDefn(tp,br,b,toB), o_busPrice_TP(dt,b) ] ; - - o_branchToBusPrice_TP(dt,br) $ branch(tp,br) - = sum[ (frB,b) $ branchBusDefn(tp,br,frB,b), o_busPrice_TP(dt,b) ] ; - - o_BranchTotalRentals_TP(dt,br) $ ACBranch(tp,br) - = [ o_branchFlow_TP(dt,br) - * ( o_branchToBusPrice_TP(dt,br) - o_branchFromBusPrice_TP(dt,br) ) - - o_BranchTotalLoss_TP(dt,br) - * ( o_branchToBusPrice_TP(dt,br)$(o_branchFlow_TP(dt,br) >= 0) - + o_branchFromBusPrice_TP(dt,br)$(o_branchFlow_TP(dt,br) < 0) - ) - ] * ( i_TradingPeriodLength / 60 ) ; - - o_ACbranchTotalRentals(dt) = sum[ br, o_BranchTotalRentals_TP(dt,br) ]; - -) ; - diff --git a/Programs/FTRental/vSPDSolveFTR_4.gms b/Programs/FTRental/vSPDSolveFTR_4.gms deleted file mode 100644 index a859ab8..0000000 --- a/Programs/FTRental/vSPDSolveFTR_4.gms +++ /dev/null @@ -1,503 +0,0 @@ -*===================================================================================== -* Name: vSPDSolveFTR_4.gms -* Function: Calculate FTR branch and constraint participation loading -* and estimate FTR rental allocation -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 03 June 2021 -*===================================================================================== - - -*===================================================================================== -* 1. Calculate branch and constraint participation loading -*===================================================================================== -Scalar FTRsequentialSolve / 0 / ; - -* FTR rental - extra sets and parameters declaration --------------------------- -Set - FTRpattern 'FTR flow direction' -$include FTRPattern.inc -; -Alias (FTRpattern,ftr) ; - -Table - FTRinjection(ftr,n) 'Maximum injections' -$include FTRinjection.inc - ; -Parameters - FTRbranchFlow(ftr,dt,br) 'FTR directed MW flow on each branch for the different time periods' - FTRbrCstrLHS(ftr,dt,brCstr) 'FTR directed branch constraint value' - -* parameters for sequential solve - injectionFTR(n) 'Nodal generation applied for FTR Model' - branchFlowFTR(dt,br) 'FTR directed MW flow on each branch for the different time periods' - brCstrLHSFTR(dt,brCstr) 'FTR directed branch constraint value' - - ; - - -* FTR model declaration -------------------------------------------------------- -Variables - FTRACBRANCHFLOW(tp,br,ftr) 'MW flow on AC branch for each ftr pattern' - FTRACNODEANGLE(tp,b,ftr) 'Bus voltage angle for each ftr pattern' -* variables for sequential solve - ACBRANCHFLOWFTR(tp,br) 'MW flow on AC branch for each ftr pattern' - ACNODEANGLEFTR(tp,b) 'Bus voltage angle for each ftr pattern' -; - -Positive variables - FTRDEFICITBUSGENERATION(tp,b,ftr) 'Deficit generation at a bus in MW' - FTRSURPLUSBUSGENERATION(tp,b,ftr) 'Surplus generation at a bus in MW' -* variables for sequential solve - DEFICITBUSGENERATIONFTR(tp,b) 'Deficit generation at a bus in MW' - SURPLUSBUSGENERATIONFTR(tp,b) 'Surplus generation at a bus in MW' -; - -Equations - FTRObjectiveFunction 'Objective function of the FTR flow pattern model' - FTRLinearLoadFlow(tp,br,ftr) 'Equation that describes Kirchhoff"s circuit laws' - FTRbusEnergyBalance(tp,b,ftr) 'Energy balance at bus level' -* equation for sequential solve - ObjectiveFunctionFTR 'Objective function of the FTR flow pattern model' - linearLoadFlowFTR(tp,br) 'Equation that describes Kirchhoff"s circuit laws' - busEnergyBalanceFTR(tp,b) 'Energy balance at bus level' -; - -FTRObjectiveFunction.. - NETBENEFIT -=e= -- sum[ (bus,ftr), deficitBusGenerationPenalty * FTRDEFICITBUSGENERATION(bus,ftr) ] -- sum[ (bus,ftr), surplusBusGenerationPenalty * FTRSURPLUSBUSGENERATION(bus,ftr) ] - ; - -ObjectiveFunctionFTR.. - NETBENEFIT -=e= -- sum[ bus, deficitBusGenerationPenalty * DEFICITBUSGENERATIONFTR(bus) ] -- sum[ bus, surplusBusGenerationPenalty * SURPLUSBUSGENERATIONFTR(bus) ] - ; - -* Kirchoff's law -FTRLinearLoadFlow(branch(tp,br),ftr).. - FTRACBRANCHFLOW(branch,ftr) -=e= - sum[ BranchBusDefn(branch,frB,toB) - , branchSusceptance(branch) - * (FTRACNODEANGLE(tp,frB,ftr) - FTRACNODEANGLE(tp,toB,ftr)) - ] - ; - -linearLoadFlowFTR(branch(tp,br)).. - ACBRANCHFLOWFTR(branch) -=e= - sum[ BranchBusDefn(branch,frB,toB) - , branchSusceptance(branch) - * (ACNODEANGLEFTR(tp,frB) - ACNODEANGLEFTR(tp,toB)) - ] - ; - -*Energy balance -FTRbusEnergyBalance(bus(tp,b),ftr).. - sum[ branchBusDefn(branch(tp,br),b,toB), FTRACBRANCHFLOW(branch,ftr) ] -- sum[ branchBusDefn(branch(tp,br),frB,b), FTRACBRANCHFLOW(branch,ftr) ] -=e= - sum[ NodeBus(tp,n,b) - , NodeBusAllocationFactor(tp,n,b) * FTRinjection(ftr,n) - ] -+ FTRDEFICITBUSGENERATION(tp,b,ftr) - FTRSURPLUSBUSGENERATION(tp,b,ftr) - ; - -busEnergyBalanceFTR(bus(tp,b)).. - sum[ branchBusDefn(branch(tp,br),b,toB), ACBRANCHFLOWFTR(branch) ] -- sum[ branchBusDefn(branch(tp,br),frB,b), ACBRANCHFLOWFTR(branch) ] -=e= - sum[ NodeBus(tp,n,b) - , NodeBusAllocationFactor(tp,n,b) * injectionFTR(n) - ] -+ DEFICITBUSGENERATIONFTR(tp,b) - SURPLUSBUSGENERATIONFTR(tp,b) - ; - -Model FTR_Model - / - FTRObjectiveFunction - FTRLinearLoadFlow - FTRbusEnergyBalance - / ; - -Model FTR_Model_sequential - / - ObjectiveFunctionFTR - linearLoadFlowFTR - busEnergyBalanceFTR - / ; - - -* FTR model solve -------------------------------------------------------------- -putclose runlog 'FRT flow calculation started' / ; - -* Redefine some network sets -bus(tp,b) = yes $ i_tradePeriodBus(tp,b) ; -node(tp,n) = yes $ i_tradePeriodNode(tp,n) ; -referenceNode(node) = yes $ i_tradePeriodReferenceNode(node); -nodeBus(node,b) = yes $ i_tradePeriodNodeBus(node,b) ; -busIsland(bus,ild) = i_tradePeriodBusIsland(bus,ild) ; -nodeIsland(tp,n,ild) = yes $ sum[ bus(tp,b) $ { nodeBus(tp,n,b) and - busIsland(bus,ild) }, 1 ] ; - -* Node-bus allocation factor -nodeBusAllocationFactor(tp,n,b) $ { node(tp,n) and bus(tp,b) } - = i_tradePeriodNodeBusAllocationFactor(tp,n,b) ; - -* HVDC must always be modeled as in service -i_tradePeriodBranchCapacity(tp,br) $ i_TradePeriodHVDCBranch(tp,br) = 9999; -i_tradePeriodBranchOpenStatus(tp,br) $ i_TradePeriodHVDCBranch(tp,br) = no; -i_TradePeriodBranchDefn(tp,br,frB,toB) $ i_TradePeriodHVDCBranch(tp,br) = no; -i_TradePeriodBranchDefn(tp,br,frB,toB) $ i_tradePeriodHVDCBranch(tp,br) - = yes$ { sum[ referenceNode(tp,n) $ { nodeBus(tp,n,frB) and - busIsland(tp,frB,'SI') }, 1 ] and - sum[ referenceNode(tp,n) $ { nodeBus(tp,n,toB) and - busIsland(tp,toB,'NI') }, 1 ] - }; - -* Redefine branch sets and data -branch(tp,br) = yes $ { (not i_tradePeriodBranchOpenStatus(tp,br)) - * i_tradePeriodBranchCapacity(tp,br) - * sum[ (b,b1) $ { bus(tp,b) * bus(tp,b1) - * i_tradePeriodBranchDefn(tp,br,b,b1) - }, 1 ] } ; - -branchBusDefn(branch,b,b1) = yes $ i_tradePeriodBranchDefn(branch,b,b1) ; -HVDClink(branch) $ i_tradePeriodHVDCBranch(branch) = yes ; -ACbranch(branch) $ ( not HVDClink(branch) ) = yes ; - -branchSusceptance(branch(tp,br)) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 2) - , i_tradePeriodBranchParameter(branch,i_branchParameter) ] - * [ 100$(not i_useBusNetworkModel(tp)) - - 100$( i_useBusNetworkModel(tp)) ]; - -branchSusceptance(HVDClink(tp,br)) = 10000$(not i_useBusNetworkModel(tp)) - - 10000$( i_useBusNetworkModel(tp)) ; - -* Redefine branch constraint data for the current trading period -branchConstraint(tp,brCstr) - $ sum[ br $ { i_tradePeriodBranchConstraintFactors(tp,brCstr,br) and - branch(tp,br) }, 1 ] = yes ; - -branchConstraintFactors(branchConstraint,br) - = i_tradePeriodBranchConstraintFactors(branchConstraint,br) ; - -branchConstraintSense(branchConstraint) - = sum[ i_ConstraintRHS $ (ord(i_ConstraintRHS) = 1), - i_tradePeriodBranchConstraintRHS(branchConstraint,i_ConstraintRHS) - ] ; - -branchConstraintLimit(branchConstraint) - = sum[ i_ConstraintRHS$(ord(i_ConstraintRHS) = 2), - i_tradePeriodBranchConstraintRHS(branchConstraint,i_ConstraintRHS) - ] ; - - -if(sequentialSolve, - putclose runlog 'Vectorisation is switched OFF for FTR' /; - - loop(ftr, - option clear = NETBENEFIT ; - option clear = ACNODEANGLEFTR ; - option clear = ACBRANCHFLOWFTR ; - option clear = DEFICITBUSGENERATIONFTR ; - option clear = SURPLUSBUSGENERATIONFTR ; - - injectionFTR(n) = FTRinjection(ftr,n) ; - - option bratio = 1; - FTR_Model_sequential.reslim = LPTimeLimit; - FTR_Model_sequential.iterlim = LPIterationLimit; - solve FTR_Model_sequential using lp maximizing NETBENEFIT; - - ModelSolved = 1 $ ((FTR_Model_sequential.modelstat = 1) and (FTR_Model_sequential.solvestat = 1)); -* Post a progress message to report for use by GUI and to the console. - if( (ModelSolved <> 1), - putclose runlog 'FRT flow calculation for injection pattern failed' / - ) ; - - loop( i_dateTimeTradePeriodMap(dt,tp), - FTRbranchFlow(ftr,dt,br) = Round(ACBRANCHFLOWFTR.l(tp,br), 6) ; - - FTRbrCstrLHS(ftr,dt,brCstr) - $ (BranchConstraintSense(tp,brCstr) = -1) - = sum[ br $ ACbranch(tp,br) - , BranchConstraintFactors(tp,brCstr,br) - * ACBRANCHFLOWFTR.l(tp,br) - ] ; - - ) ; - ); - - -else - putclose runlog 'Vectorisation is switched ON for FTR' /; - - option clear = NETBENEFIT ; - option clear = FTRACNODEANGLE ; - option clear = FTRACBRANCHFLOW ; - option clear = FTRDEFICITBUSGENERATION ; - option clear = FTRSURPLUSBUSGENERATION ; - - option bratio = 1; - FTR_Model.reslim = LPTimeLimit; - FTR_Model.iterlim = LPIterationLimit; - solve FTR_Model using lp maximizing NETBENEFIT; - - ModelSolved = 1 $ ((FTR_Model.modelstat = 1) and (FTR_Model.solvestat = 1)); -* Post a progress message to report for use by GUI and to the console. - if( (ModelSolved <> 1), - putclose runlog 'FRT flow calculation for injection pattern failed' / - ) ; - - loop( i_dateTimeTradePeriodMap(dt,tp), - FTRbranchFlow(ftr,dt,br) = Round(FTRACBRANCHFLOW.l(tp,br,ftr), 6) ; - - FTRbrCstrLHS(ftr,dt,brCstr) - $ (BranchConstraintSense(tp,brCstr) = -1) - = sum[ br $ ACbranch(tp,br) - , BranchConstraintFactors(tp,brCstr,br) - * FTRACBRANCHFLOW.l(tp,br,ftr) - ] ; - - ) ; -) ; - - - - - - -*===================================================================================== -* 2. Schedule 14.6 - Calculation of loss and constraint excess to be paid into FTR account -*===================================================================================== - -Parameters - BranchPL(dt,br) 'BranchParticipationLoading' - BrCstrPL(dt,brCstr) 'Branch Constraint Participation Loading' - MxCstrPL(dt,brCstr) 'Mixed Constraint Participation Loading' - - SchLossBlock(dt,br,los) 'MW flow on each loss block in the direction of scheduled positive flow' - BranchLossMargin(dt,br) 'Loss factor margin for actual scheduled flow ' - AssBranchCap(dt,br) 'The portion of the capacity of each AC line to be assigned' - AssLossBlock(dt,br,los) 'The portion of the capacity of each AC line loss curve block to be assigned' - AssBrCstrCap(dt,brCstr) 'A portion of the capacity of each AC line assigned for FTR rental purpose' - - ReceivingEndPrice(dt,br) 'Nodal energy price at the receiving end of the scheduled flow on AC line' - - FTR_Branch_Rent(dt,br) 'The amount of the loss and constraint excess generated by each AC line' - FTR_BrCstr_Rent(dt,brCstr) 'The amount of the loss and constraint excess generated by each binding branch constraint' - FTR_ACLoss_Rent(dt,br) 'The amount of the loss and constraint excess generated by each AC line loss curve block' - - FTR_TradePeriodDCRent(dt) 'Total HVDC loss and constraint excess by trading period' - FTR_TradePeriodACRent(dt) 'Total AC line rent by trading period' - FTR_TradePeriodAClossRent(dt) 'Total AC loss rent by trading period' - FTR_TradePeriodBrCstrRent(dt) 'Total branch group constraint rent by trading period' - FTR_TradePeriodRent(dt) 'Total FTR rent by trading period' -; - -* Clause 7.2 determine branch participation loading ---------------------------- -BranchPL(dt,br) $ (o_BranchFlow_TP(dt,br) >= 0) - = SMax[ ftr, FTRbranchFlow(ftr,dt,br) ]; - -BranchPL(dt,br) $ (o_BranchFlow_TP(dt,br) < 0) - = - SMin[ ftr, FTRbranchFlow(ftr,dt,br) ]; - - -* 7.3 determine branch constraint participation loading ------------------------ -BrCstrPL(dt,brCstr) $ o_brConstraintPrice_TP(dt,brCstr) - = Smax[ ftr, FTRbrCstrLHS(ftr,dt,brCstr) ]; - - -* Clause 7.4 determine mixed constraint participation loading ------------------ -*(currently non-appplicable) - - -* Schedule 14.6 Clause 8.2 determine assigned branch capacity ------------------ -AssBranchCap(dt,br) = Min[ BranchPL(dt,br), o_branchCapacity_TP(dt,br) ] ; - - -* Schedule 14.6 Clause 8.3 determine assinged AC branch loss block ------------- -AssLossBlock(dt,br,los) = 0 ; -Loop(los, - AssLossBlock(dt,br,los) - $ { Sum[los1 $ (ord(los1) < ord(los)), AssLossBlock(dt,br,los1)] - < AssBranchCap(dt,br) } - = Min[ o_ACbranchLossMW(dt,br,los), - ( AssBranchCap(dt,br) - - Sum[ los1 $ (ord(los1) 0) ] - + [ o_BranchFromBusPrice_TP(dt,br) $ (o_BranchFlow_TP(dt,br) < 0) ] ; - -FTR_ACLoss_Rent(dt,br) $ (not o_HVDCLink(dt,br)) - = Sum[ los, 0.5 * ReceivingEndPrice(dt,br) - * Min(SchLossBlock(dt,br,los), AssLossBlock(dt,br,los)) - * (BranchLossMargin(dt,br) - o_ACbranchLossFactor(dt,br,los)) - ]; - -* Total FTR rent by trading period --------------------------------------------- - -FTR_TradePeriodACRent(dt) - = Sum[ br $ (not o_HVDCLink(dt,br)), FTR_Branch_Rent(dt,br) ]; - -FTR_TradePeriodAClossRent(dt) - = Sum[ br $ (not o_HVDCLink(dt,br)), FTR_ACLoss_Rent(dt,br) ]; - -FTR_TradePeriodBrCstrRent(dt) - = Sum[ brCstr, FTR_BrCstr_Rent(dt,brCstr) ]; - -FTR_TradePeriodRent(dt) = FTR_TradePeriodDCRent(dt) - + FTR_TradePeriodACRent(dt) - + FTR_TradePeriodAClossRent(dt) - + FTR_TradePeriodBrCstrRent(dt) ; - - - -*===================================================================================== -* 3. FTR rental report -*===================================================================================== - -* FTR rental generated by HVDC -File HVDCRent / "%OutputPath%%runName%\%runName%_HVDCRent.csv" / ; -HVDCRent.pc = 5; -HVDCRent.lw = 0; -HVDCRent.pw = 9999; -HVDCRent.ap = 1; -HVDCRent.nd = 5; -put HVDCRent; -loop((dt,br) $ [o_HVDCLink(dt,br)], - put dt.tl, br.tl, o_branchFlow_TP(dt,br), o_branchDynamicLoss_TP(dt,br) - o_branchFromBusPrice_TP(dt,br), o_BranchToBusPrice_TP(dt,br) - FTR_Branch_Rent(dt,br) /; -); - -* FTR rental generated by AC branch loss and constraint excess -File -ACRent / "%OutputPath%%runName%\%runName%_ACRent.csv" / ; -ACRent.pc = 5; -ACRent.lw = 0; -ACRent.pw = 9999; -ACRent.ap = 1; -ACRent.nd = 5; -put ACRent; -loop((dt,br) $ { (not o_HVDCLink(dt,br)) and AssBranchCap(dt,br) }, - put dt.tl, br.tl, o_branchFlow_TP(dt,br); - loop( ftr, put FTRbranchFlow(ftr,dt,br) ); - put AssBranchCap(dt,br), o_branchMarginalPrice_TP(dt,br) - FTR_Branch_Rent(dt,br), FTR_ACLoss_Rent(dt,br) /; -); - -* FTR rental generated by binding branch group constraint -File BrConstraintRent /"%OutputPath%%runName%\%runName%_BrConstraintRent.csv"/; -BrConstraintRent.pc = 5; -BrConstraintRent.lw = 0; -BrConstraintRent.pw = 9999; -BrConstraintRent.ap = 1; -BrConstraintRent.nd = 5; -put BrConstraintRent; -loop((dt,brCstr) $ AssBrCstrCap(dt,brCstr), - put dt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) - loop( ftr, put FTRbrCstrLHS(ftr,dt,brCstr) ); - put AssBrCstrCap(dt,brCstr), o_brConstraintPrice_TP(dt,brCstr) - FTR_BrCstr_Rent(dt,brCstr) /; -); - -* Total FTR rental -File TotalRent / "%OutputPath%%runName%\%runName%_TotalRent.csv" /; -TotalRent.pc = 5; -TotalRent.lw = 0; -TotalRent.pw = 9999; -TotalRent.ap = 1; -TotalRent.nd = 2; -put TotalRent; -loop(dt, - put dt.tl, FTR_TradePeriodDCRent(dt), FTR_TradePeriodACRent(dt) - FTR_TradePeriodAClossRent(dt), FTR_TradePeriodBrCstrRent(dt) - FTR_TradePeriodRent(dt), o_ACbranchTotalRentals(dt) /; -); - - -$stop -* FTR branch flow output ------------------------------------------------------- -execute_unload '%outputPath%\%runName%\%vSPDinputData%_FTRoutput.gdx' - o_dateTime, i_branch, i_branchConstraint, o_branch, o_HVDClink - o_brConstraint_TP, o_ACbranchLossMW, o_ACbranchLossFactor - o_branchFlow_TP, o_branchFromBusPrice_TP, o_branchToBusPrice_TP - o_branchDynamicLoss_TP, o_branchMarginalPrice_TP, o_branchCapacity_TP - o_brConstraintRHS_TP, o_brConstraintPrice_TP, o_ACbranchTotalRentals - FTRpattern, FTRbranchFlow, FTRbrCstrLHS - BranchPL = BranchParticipationLoading - BrCstrPL = BrCstrParticipationLoading -* MxCstrPL = Mixed Constraint Participation Loading - SchLossBlock = ScheduledLossBlock - BranchLossMargin - AssBranchCap = AssignedBranchCapity - AssLossBlock = AssignedLossBlock - AssBrCstrCap = AssignedBranchConstraintCapity - ReceivingEndPrice - FTR_Branch_Rent - FTR_BrCstr_Rent - FTR_ACLoss_Rent - - FTR_TradePeriodDCRent - FTR_TradePeriodACRent - FTR_TradePeriodAClossRent - FTR_TradePeriodBrCstrRent - FTR_TradePeriodRent - ; diff --git a/Programs/IncFiles/FTRInjection.inc b/Programs/IncFiles/FTRInjection.inc deleted file mode 100644 index f90b4cb..0000000 --- a/Programs/IncFiles/FTRInjection.inc +++ /dev/null @@ -1,15 +0,0 @@ - OTA2201 HAY2201 BEN2201 ISL2201 INV2201 -1 877.49 -877.49 0 0 0 -2 -877.49 877.49 0 0 0 -3 0 0 992.615 -435.566 -557.049 -4 0 0 1193.057 -1330 136.943 -5 0 0 -1023.034 559.737 463.297 -6 0 0 942.046 -1330 387.954 -7 0 0 -1201.114 1442.848 -241.734 -8 0 0 -1092.308 1464.205 -371.897 -9 0 0 1173.354 -1173.354 0 -10 0 0 -1173.354 1173.354 0 -11 0 0 -1092.308 1464.205 -371.897 -12 0 0 942.046 -1330 387.954 -13 0 0 -262.745 -188.879 451.624 -14 0 0 323.64 218.731 -542.371 diff --git a/Programs/IncFiles/FTRpattern.inc b/Programs/IncFiles/FTRpattern.inc deleted file mode 100644 index b53ea7c..0000000 --- a/Programs/IncFiles/FTRpattern.inc +++ /dev/null @@ -1,16 +0,0 @@ -/ -1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -/ \ No newline at end of file diff --git a/Programs/IncFiles/vSPDfileList.inc b/Programs/IncFiles/vSPDfileList.inc deleted file mode 100644 index 4c8c4e0..0000000 --- a/Programs/IncFiles/vSPDfileList.inc +++ /dev/null @@ -1,3 +0,0 @@ -/ -'FP_20160917_F' -/ \ No newline at end of file diff --git a/Programs/IncFiles/vSPDsettings.inc b/Programs/IncFiles/vSPDsettings.inc deleted file mode 100644 index be5f4ef..0000000 --- a/Programs/IncFiles/vSPDsettings.inc +++ /dev/null @@ -1,53 +0,0 @@ -*+++ vSPD settings +++ -$inlinecom ## ## -$eolcom ! - -*+++ Paths +++ -$setglobal runName Test -$setglobal programPath '%system.fp%' -$setglobal inputPath '%system.fp%'..\Input\' -$setglobal ovrdPath '%system.fp%..\Override\' -$setglobal outputPath '%system.fp%..\Output\' - -$setglobal vSPDinputOvrdData 'excelOverrides' ! Name of override file - - -*+++ Model +++ -Scalar sequentialSolve / 0 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 -Scalar disconnectedNodePriceCorrection / 1 / ; -Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise - - -*+++ Network +++ -Scalar useACLossModel / 1 / ; -Scalar useHVDCLossModel / 1 / ; -Scalar useACBranchLimits / 1 / ; -Scalar useHVDCBranchLimits / 1 / ; -Scalar resolveCircularBranchFlows / 1 / ; -Scalar resolveHVDCNonPhysicalLosses / 1 / ; -Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development -Scalar circularBranchFlowTolerance / 0.000001 / ; -Scalar nonPhysicalLossTolerance / 0.000001 / ; -Scalar useBranchFlowMIPTolerance / 0.000001 / ; - - -*+++ Constraints +++ -Scalar useReserveModel / 1 / ; -Scalar suppressMixedConstraint / 0 / ; -Scalar mixedMIPtolerance / 0.000001 / ; - - -*+++ Solver +++ -Scalar LPtimeLimit / 3600 / ; -Scalar LPiterationLimit / 2000000000 / ; -Scalar MIPtimeLimit / 3600 / ; -Scalar MIPiterationLimit / 2000000000 / ; -Scalar MIPoptimality / 0 / ; -$setglobal Solver Cplex -$setglobal licenseMode 1 - - -*+++ Various switches +++ -$setglobal varResv -1 -$setglobal opMode SPD ! DWH for data warehouse; AUD for audit; FTR for FTR Rental; SPD for normal SPD run; PVT for pivot analysis; DPS for demand~price sensitivity analysis - diff --git a/Programs/IncFiles/vSPDtpsToSolve.inc b/Programs/IncFiles/vSPDtpsToSolve.inc deleted file mode 100644 index 2623213..0000000 --- a/Programs/IncFiles/vSPDtpsToSolve.inc +++ /dev/null @@ -1,66 +0,0 @@ -$ONTEXT -a. to solve all trading periods -/ -All -/ - -b. to solve trading periods 3 and 6 -/ / -TP3 Or TP3, TP6 -TP6 / -/ -$OFFTEXT -*============================================= // ========================================== - -/ -TP1 -TP2 -TP3 -TP4 -TP5 -TP6 -TP7 -TP8 -TP9 -TP10 -TP11 -TP12 -TP13 -TP14 -TP15 -TP16 -TP17 -TP18 -TP19 -TP20 -TP21 -TP22 -TP23 -TP24 -TP25 -TP26 -TP27 -TP28 -TP29 -TP30 -TP31 -TP32 -TP33 -TP34 -TP35 -TP36 -TP37 -TP38 -TP39 -TP40 -TP41 -TP42 -TP43 -TP44 -TP45 -TP46 -TP47 -TP48 -TP49 -TP50 -/ \ No newline at end of file diff --git a/Programs/IncFilesSource/FTRInjection.inc b/Programs/IncFilesSource/FTRInjection.inc deleted file mode 100644 index b440d1f..0000000 --- a/Programs/IncFilesSource/FTRInjection.inc +++ /dev/null @@ -1,11 +0,0 @@ - OTA2201 HAY2201 BEN2201 ISL2201 INV2201 -1 602.266 -602.266 0 0 0 -2 -602.266 602.266 0 0 0 -3 0 0 813.128 -356.806 -456.322 -4 0 0 1040.589 -1285.316 244.727 -5 0 0 -813.128 356.806 456.322 -6 0 0 961.185 -961.185 0 -7 0 0 -961.185 961.185 0 -8 0 0 -1040.589 1285.316 -244.727 -9 0 0 -275.257 -169.264 444.521 -10 0 0 275.257 169.264 -444.521 diff --git a/Programs/IncFilesSource/FTRPattern.inc b/Programs/IncFilesSource/FTRPattern.inc deleted file mode 100644 index 2253016..0000000 --- a/Programs/IncFilesSource/FTRPattern.inc +++ /dev/null @@ -1,12 +0,0 @@ -/ -1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -/ \ No newline at end of file diff --git a/Programs/IncFilesSource/vSPDpaths.inc b/Programs/IncFilesSource/vSPDpaths.inc deleted file mode 100644 index cbb0d99..0000000 --- a/Programs/IncFilesSource/vSPDpaths.inc +++ /dev/null @@ -1,13 +0,0 @@ -$inlinecom ## ## -$eolcom ! - -$setglobal runName {RUN NAME} - -$setglobal programPath '%system.fp%' -$setglobal inputPath '%system.fp%..\Input\' -$setglobal ovrdPath '%system.fp%..\Override\' -$setglobal outputPath '%system.fp%..\Output\' - -$setglobal licenseMode 1 -$setglobal vSPDinputFileName 'vSPDrunFile' ! Name of Excel run file when using the Excel interface -$setglobal vSPDinputOvrdData {OVERRIDE FILE} ! Name of override file when using EMI diff --git a/Programs/IncFilesSource/vSPDsettings.inc b/Programs/IncFilesSource/vSPDsettings.inc deleted file mode 100644 index 27475dc..0000000 --- a/Programs/IncFilesSource/vSPDsettings.inc +++ /dev/null @@ -1,53 +0,0 @@ -*+++ vSPD settings +++ -$inlinecom ## ## -$eolcom ! - -*+++ Paths +++ -$setglobal runName {RUN NAME} -$setglobal programPath '%system.fp%' -$setglobal inputPath '%system.fp%..\Input\' -$setglobal ovrdPath '%system.fp%..\Override\' -$setglobal outputPath '%system.fp%..\Output\' - -$setglobal vSPDinputOvrdData {OVERRIDE FILE} ! Name of override file - - -*+++ Model +++ -Scalar sequentialSolve / 0 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 -Scalar disconnectedNodePriceCorrection / 1 / ; -Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise - - -*+++ Network +++ -Scalar useACLossModel / 1 / ; -Scalar useHVDCLossModel / 1 / ; -Scalar useACBranchLimits / 1 / ; -Scalar useHVDCBranchLimits / 1 / ; -Scalar resolveCircularBranchFlows / 1 / ; -Scalar resolveHVDCNonPhysicalLosses / 1 / ; -Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development -Scalar circularBranchFlowTolerance / 0.000001 / ; -Scalar nonPhysicalLossTolerance / 0.000001 / ; -Scalar useBranchFlowMIPTolerance / 0.000001 / ; - - -*+++ Constraints +++ -Scalar useReserveModel / 1 / ; -Scalar suppressMixedConstraint / 0 / ; -Scalar mixedMIPtolerance / 0.000001 / ; - - -*+++ Solver +++ -Scalar LPtimeLimit / 3600 / ; -Scalar LPiterationLimit / 2000000000 / ; -Scalar MIPtimeLimit / 3600 / ; -Scalar MIPiterationLimit / 2000000000 / ; -Scalar MIPoptimality / 0 / ; -$setglobal Solver Cplex -$setglobal licenseMode 1 - - -*+++ Various switches +++ -$setglobal varResv -1 -$setglobal opMode SPD ! DWH for data warehouse; AUD for audit; FTR for FTR Rental; SPD for normal SPD run; PVT for pivot analysis; DPS for demand~price sensitivity analysis - diff --git a/Programs/Pivot/PivotReportSetup.gms b/Programs/Pivot/PivotReportSetup.gms deleted file mode 100644 index ad8ed36..0000000 --- a/Programs/Pivot/PivotReportSetup.gms +++ /dev/null @@ -1,26 +0,0 @@ -*===================================================================================== -* Name: pivotReportSetup.gms -* Function: Creates the report templates for net pivotal analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -*===================================================================================== -$include vSPDsettings.inc - -File IslandResults /"%OutputPath%%runName%\%runName%_PivotIslandResults.csv"/ ; - IslandResults.pc = 5; IslandResults.lw = 0; IslandResults.pw = 9999; - put IslandResults; - put 'DateTime', 'Scenario', 'Island', 'TraderGenMW', 'TraderMinMW' - 'TraderPivotMW', 'TraderFirMW', 'TraderSirMW', 'FirPrice', 'SirPrice'; - -File NodePrice /"%OutputPath%%runName%\%runName%_PivotNodePrice.csv"/ ; - NodePrice.pc = 5; NodePrice.lw = 0; NodePrice.pw = 9999; - put NodePrice; - put 'DateTime', 'Scenario', 'Node', 'Price'; - -File OfferGen /"%OutputPath%%runName%\%runName%_PivotOfferGen.csv"/ ; - OfferGen.pc = 5; OfferGen.lw = 0; OfferGen.pw = 9999; - put OfferGen; - put 'DateTime', 'Scenario', 'Offer', 'ClearedMW'; diff --git a/Programs/Pivot/vSPDSolvePivot_1.gms b/Programs/Pivot/vSPDSolvePivot_1.gms deleted file mode 100644 index 6c47540..0000000 --- a/Programs/Pivot/vSPDSolvePivot_1.gms +++ /dev/null @@ -1,196 +0,0 @@ -*===================================================================================== -* Name: vSPDSolvePivot_1.gms -* Function: Included code for the net pivotal analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -* Note: This code will be included to the end of section 5 in -* vSPDSolve to begin the net pivotal analysis loop -*===================================================================================== - -* Added on 5 May 2020 - estimate DCECE NFR for pivot simulation purpose -Parameters -est_FreeReserve(tp,ild,resC,riskC) 'Estimate DCECE NFR based on island load' -; - -* NI FIR DCECE free reserve estimation -est_FreeReserve(tp,ild,resC,riskC) - $ {(ord(riskC) = 3) and (ord(ild) = 1) and (ord(resC) = 1)} - = sum[n $ nodeIsland(tp,n,ild), nodeDemand(tp,n)] * 0.296 - 179; - -* NI SIR DCECE free reserve estimation -est_FreeReserve(tp,ild,resC,riskC) - $ {(ord(riskC) = 3) and (ord(ild) = 1) and (ord(resC) = 2)} - = sum[n $ nodeIsland(tp,n,ild), nodeDemand(tp,n)] * 0.287 - 221; - -* SI FIR DCECE free reserve estimation -est_FreeReserve(tp,ild,resC,riskC) - $ {(ord(riskC) = 3) and (ord(ild) = 2) and (ord(resC) = 1)} - = sum[n $ nodeIsland(tp,n,ild), nodeDemand(tp,n)] * 0.381 - 290; - -* SI SIR DCECE free reserve estimation -est_FreeReserve(tp,ild,resC,riskC) - $ {(ord(riskC) = 3) and (ord(ild) = 2) and (ord(resC) = 2)} - = sum[n $ nodeIsland(tp,n,ild), nodeDemand(tp,n)] * 0.228 - 36.9; - -* Assign new DCECE NFR value if the estimated value greater than existing value -FreeReserve(tp,ild,resC,riskC) - $ {(ord(riskC) = 3) and est_FreeReserve(tp,ild,resC,riskC) > FreeReserve(tp,ild,resC,riskC)} - = est_FreeReserve(tp,ild,resC,riskC) ; - -* Added on 5 May 2020 - estimate DCECE NFR for pivot simulation purpose - END - - -* Mapping offer -trader to be used in later stage (vSPDSolvePivot_3.gms) -o_offerTrader(o,trdr) $ sum[tp $ i_tradePeriodOfferTrader(tp,o,trdr), 1] = yes ; - - -* Scalars applied to net pivotal test -Scalars - pivotGENTriggerPrice 'Offer prices above this will be changed to pivot price' / -1/ - pivotFIRTriggerPrice 'Offer prices above this will be changed to pivot price' / -1/ - pivotSIRTriggerPrice 'Offer prices above this will be changed to pivot price' / -1/ - pivotPrice 'Pivot price' /30000/ - pivotPriceThreshold 'Threshold used for load at pivot price' / 0.8/ - pivotRemoveFKMin 'Remove the pivot generator as the FKeeper' / 0/ -; - - -* Defines the set of scenarios for the pivotal analysis -Set pvt /CTCT_NI, GENE_NI, MRPL_NI, MERI_SI, CTCT_SI, CTCT_NZ/ ; -Set trader /CTCT, GENE, MRPL, MERI, 38430/ ; - -Alias (pvt, pvt1, pvt2) ; - -Sets - pivotTrader(pvt,trdr) 'Mapping pivot scenarios to traders' - pivotIsland(pvt,ild) 'Mapping pivot scenarios to island' - pivotOffer(pvt,ild,o) 'Mapping pivot scenarios to offers' - pivotMnCstr(pvt,ild,MnodeCstr) 'Mapping pivot scenarios to FK min constraint' -; - - -* Mannually mapping pivot scenarios to island ---------------------------------- - pivotIsland('CTCT_NI',ild) = yes $ [ord(ild) = 1] ; - pivotIsland('GENE_NI',ild) = yes $ [ord(ild) = 1] ; - pivotIsland('MRPL_NI',ild) = yes $ [ord(ild) = 1] ; - pivotIsland('MERI_SI',ild) = yes $ [ord(ild) = 2] ; - pivotIsland('CTCT_SI',ild) = yes $ [ord(ild) = 2] ; - pivotIsland('CTCT_NZ',ild) = yes ; -* Mannually mapping pivot scenarios to island end ------------------------------ - - -* Mannually mapping pivot scenarios to trader ---------------------------------- - pivotTrader('CTCT_NI',trdr) = yes $ [ sameas(trdr,'38433') or sameas(trdr,'CTCT') ] ; - pivotTrader('GENE_NI',trdr) = yes $ [ sameas(trdr,'38459') or sameas(trdr,'GENE') ] ; - pivotTrader('MRPL_NI',trdr) = yes $ [ sameas(trdr,'38486') or sameas(trdr,'MRPL') ] ; - pivotTrader('MERI_SI',trdr) = yes $ [ sameas(trdr,'38481') or sameas(trdr,'MERI') ] ; - pivotTrader('CTCT_SI',trdr) = yes $ [ sameas(trdr,'38433') or sameas(trdr,'CTCT') ] ; - pivotTrader('CTCT_NZ',trdr) = yes $ [ sameas(trdr,'38433') or sameas(trdr,'CTCT') ] ; - -* From 09-Mar-13 to 11-June-13 TWI IL is under MERI control - if (((InputGDXGDate >= 40976) and (InputGDXGDate <= 41070)), -* pivotTrader('MERI_SI',trdr) $ sameas(trdr,'38430') = yes ; - pivotTrader('MERI_SI',i_trader) $ sameas(i_trader,'38430') = yes ; - ); -* Mannually mapping pivot scenarios to trader end ------------------------------ - - -* Mannually mapping pivot scenarios to offers ---------------------------------- - - pivotOffer(pvt,ild,o) - = yes $ { Sum[ (tp,trdr,n,b) $ { pivotIsland(pvt,ild) - and pivotTrader(pvt,trdr) - and i_tradePeriodOfferTrader(tp,o,trdr) - and i_tradePeriodOfferNode(tp,o,n) - and i_tradePeriodNodeBus(tp,n,b) - and i_tradePeriodBusIsland(tp,b,ild) - }, 1 ] - } ; - -* Mannually mapping pivot scenarios to offers end ------------------------------ - - -* Mannually mapping pivot scenarios to FK Min market node constraint ----------- - pivotMnCstr(pvt,ild,MnodeCstr) - = yes $ { Sum[ (tp,o, CstrRHS) - $ { (ord(CstrRHS) = 1) - and (i_TradePeriodMNodeConstraintRHS(tp,MnodeCstr,CstrRHS) = 1) - and pivotOffer(pvt,ild,o) - } - , i_TradePeriodMNodeEnergyOfferConstraintFactors(tp,MnodeCstr,o) - ] - } ; - -* Mannually mapping pivot scenarios to FK Min market node constraint end ------- - - -* Define output required for pivotal test -Sets - o_pivotMapping(dt,pvt,trdr,ild,o) 'Mapping pivot scenario to trader, island and offer for each period' -; - -Parameters - o_pivotIslandGen(dt,pvt,ild) 'Total scheduled GEN form pivotal provider' - o_pivotIslandMin(dt,pvt,ild) 'Minimum generation required for FK from pivotal provider' - o_pivotIslandMW(dt,pvt,ild) 'Total pivot generation = Total scheduled generation - Minimum generation required for FK' - -*The following parameters may not be used - o_pivotFir(dt,pvt,ild) 'Total scheduled FIR form pivotal provider' - o_pivotSir(dt,pvt,ild) 'Total scheduled SIR form pivotal provider' - - o_pivotFirPr(dt,pvt,ild) 'FIR price for pivot island' - o_pivotSirPr(dt,pvt,ild) 'SIR price for pivot island' - - o_pivotNodePrice(dt,pvt,n) 'Energy nodal price for all nodes in pivot island' - o_pivotOfferGen(dt,pvt,o) 'Energy offer cleared for pivot offers' -; - -* Begin a loop through each pivot scenario and produce pivot data -Loop[ pvt, - sequentialSolve = 0 ; - sequentialSolve $ UseShareReserve = 1 ; -* Set FKmin for pivot offers to zero if i_RemoveFKPivot = 1 - MnodeConstraintLimit(MnodeConstraint(tp,MnodeCstr)) - = sum[ CstrRHS $ (ord(CstrRHS) = 2) - , i_tradePeriodMnodeConstraintRHS(MnodeConstraint,CstrRHS) - ] $ { (not pivotRemoveFKMin) or - sum[ ild $ pivotMnCstr(pvt,ild,MnodeCstr), 1] = 0 } ; - -* Apply the pivot price to pivot offers - generationOfferPrice(offer(tp,o),trdBlk) - = sum[ NRGofrCmpnt $ ( ord(NRGofrCmpnt) = 2 ) - , i_tradePeriodEnergyOffer(offer,trdBlk,NRGofrCmpnt) ] ; - - generationOfferPrice(offer(tp,o),trdBlk) - $ { sum[ ild $ pivotOffer(pvt,ild,o), 1 ] - and (generationOfferPrice(offer,trdBlk) >= pivotGENTriggerPrice) - } = pivotPrice ; - - reserveOfferPrice(offer,trdBlk,resC,PLSRReserveType) - = sum[ PLSofrCmpnt $ ( ord(PLSofrCmpnt) = 3 ) - , i_tradePeriodFastPLSRoffer(offer,trdBlk,PLSofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedPLSRoffer(offer,trdBlk,PLSofrCmpnt)$(ord(resC)=2) ]; - - reserveOfferPrice(offer,trdBlk,resC,TWDRReserveType) - = sum[ TWDofrCmpnt $ ( ord(TWDofrCmpnt) = 2 ) - , i_tradePeriodFastTWDRoffer(offer,trdBlk,TWDofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedTWDRoffer(offer,trdBlk,TWDofrCmpnt)$(ord(resC)=2) ]; - - reserveOfferPrice(offer,trdBlk,resC,ILReserveType) - = sum[ ILofrCmpnt $ ( ord(ILofrCmpnt) = 2 ) - , i_tradePeriodFastILRoffer(offer,trdBlk,ILofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedILRoffer(offer,trdBlk,ILofrCmpnt)$(ord(resC)=2) ] ; - - reserveOfferPrice(offer(tp,o),trdBlk,resC,resT) - $ { sum[ ild $ pivotOffer(pvt,ild,o), 1 ] and [ord(resC) = 1] - and (reserveOfferPrice(offer,trdBlk,resC,resT) >= pivotFIRTriggerPrice) - } = pivotPrice ; - - reserveOfferPrice(offer(tp,o),trdBlk,resC,resT) - $ { sum[ ild $ pivotOffer(pvt,ild,o), 1 ] and [ord(resC) = 2] - and (reserveOfferPrice(offer,trdBlk,resC,resT) >= pivotSIRTriggerPrice) - } = pivotPrice ; - diff --git a/Programs/Pivot/vSPDSolvePivot_2.gms b/Programs/Pivot/vSPDSolvePivot_2.gms deleted file mode 100644 index f58522d..0000000 --- a/Programs/Pivot/vSPDSolvePivot_2.gms +++ /dev/null @@ -1,27 +0,0 @@ -*===================================================================================== -* Name: vSPDSolvePivot_2.gms -* Function: Included code for the net pivotal analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -* Note: This code will be included to the end of 6b in vSPDSolve -* to revised initialised data according to net pivotal scenario. -*===================================================================================== - -* If pivot generator is too expensive - should be able to ramp down - generationEndDown(offer(currTP,o)) - $ sum[ ild $ pivotOffer(pvt,ild,o), 1 ] = 0 ; - -* The code below is used to set bus deficit generation <= total bus load (positive) for simulation run - DEFICITBUSGENERATION.up(currTP,b) - $ ( sum[ NodeBus(currTP,n,b), NodeBusAllocationFactor(currTP,n,b) - * NodeDemand(currTP,n) ] > 0 ) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) ] ; - - DEFICITBUSGENERATION.fx(currTP,b) - $ ( sum[ NodeBus(currTP,n,b), NodeBusAllocationFactor(currTP,n,b) - * NodeDemand(currTP,n) ] <= 0 ) - = 0 ; diff --git a/Programs/Pivot/vSPDSolvePivot_3.gms b/Programs/Pivot/vSPDSolvePivot_3.gms deleted file mode 100644 index 5471da4..0000000 --- a/Programs/Pivot/vSPDSolvePivot_3.gms +++ /dev/null @@ -1,76 +0,0 @@ -*===================================================================================== -* Name: vSPDSolvePivot_3.gms -* Function: Collect and store results for net pivotal analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -* Note: This code will be included to the end of period report -* section in vSPDSolve to produce output for net pivotal analysis. -*===================================================================================== - -$onend - - Loop i_dateTimeTradePeriodMap(dt,currTP) $ (not unsolvedPeriod(currTP)) do - - o_node(dt,n) $ {Node(currTP,n) and (not HVDCnode(currTP,n))} = yes ; - - o_offer(dt,o) $ offer(currTP,o) = yes ; - -* Mapping pivot scenario to trader, island and offer for each period - o_pivotMapping(dt,pvt,trdr,ild,o) = yes $ { pivotTrader(pvt,trdr) - and pivotOffer(pvt,ild,o) } ; - -* Total scheduled GEN form pivotal provider - o_pivotIslandGen(dt,pvt,ild) - = sum[ offer(currTP,o) $ pivotOffer(pvt,ild,o), GENERATION.l(currTP,o) ] ; - -* Minimum generation required for FK from pivotal provider - o_pivotIslandMin(dt,pvt,ild) - = sum[ MnodeCstr $ { pivotMnCstr(pvt,ild,MnodeCstr) - and MnodeConstraint(currTP,MnodeCstr) } - , MnodeConstraintLimit(currTP,MnodeCstr) ] ; - -* Total pivot generation --> this is questionable item - o_pivotIslandMW(dt,pvt,ild) - = o_pivotIslandGen(dt,pvt,ild) - o_pivotIslandMin(dt,pvt,ild) ; - -* Total scheduled FIR form pivotal provider - o_pivotFir(dt,pvt,ild) - = sum[ (o,resC,resT) - $ { pivotOffer(pvt,ild,o) and (ord(resC) = 1) } - , RESERVE.l(currTP,o,resC,resT) ] ; - -* Total scheduled SIR form pivotal provider - o_pivotSir(dt,pvt,ild) - = sum[ (o,resC,resT) - $ { pivotOffer(pvt,ild,o) and (ord(resC) = 2) } - , RESERVE.l(currTP,o,resC,resT) ] ; - -* FIR price for pivot island - o_pivotFirPr(dt,pvt,ild) - = sum[ resC $ (ord(resC) = 1) - , IslandReserveCalculation.m(currTP,ild,resC) - ]; - -* SIR price for pivot island - o_pivotSirPr(dt,pvt,ild) - = sum[ resC $ (ord(resC) = 2) - , IslandReserveCalculation.m(currTP,ild,resC) - ]; - -* Energy nodal price for pivot island - o_pivotNodePrice(dt,pvt,n) - = sum[ b $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * busPrice(currTP,b) - ]; - -* Energy offer cleared for pivot offers - o_pivotOfferGen(dt,pvt,o) $ offer(currTP,o) - = sum[ trdr $ { pivotTrader(pvt,trdr) and o_offerTrader(o,trdr) } - ,GENERATION.l(currTP,o) ] ; - - EndLoop; - -$offend diff --git a/Programs/Pivot/vSPDSolvePivot_4.gms b/Programs/Pivot/vSPDSolvePivot_4.gms deleted file mode 100644 index d153971..0000000 --- a/Programs/Pivot/vSPDSolvePivot_4.gms +++ /dev/null @@ -1,60 +0,0 @@ -*===================================================================================== -* Name: vSPDSolvePivot_4.gms -* Function: Writing data to output CSV file for net pivotal analysis -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: emi@ea.govt.nz -* Last modified on: 23 Sept 2016 -* Note: This code will be included to the end of period report -* section in vSPDSolve to load data to GDX. -*===================================================================================== - -* This code started inside a loop created in vSPDSolvePivot_1.gms -* End of the process that loop through each pivot scenario and produce pivot data -]; - - -File IslandResults /"%OutputPath%%runName%\%runName%_PivotIslandResults.csv"/ ; - IslandResults.pc = 5; IslandResults.lw = 0; IslandResults.pw = 9999; - IslandResults.ap = 1; IslandResults.nd = 3; - put IslandResults; - loop( (dt,pvt,ild), - put dt.tl, pvt.tl, ild.tl, o_pivotIslandGen(dt,pvt,ild) - o_pivotIslandMin(dt,pvt,ild), o_pivotIslandMW(dt,pvt,ild) - o_pivotFir(dt,pvt,ild), o_pivotSir(dt,pvt,ild) - o_pivotFirPr(dt,pvt,ild), o_pivotSirPr(dt,pvt,ild) /; - ) ; - -File NodePrice /"%OutputPath%%runName%\%runName%_PivotNodePrice.csv"/ ; - NodePrice.pc = 5; NodePrice.lw = 0; NodePrice.pw = 9999; - NodePrice.ap = 1; NodePrice.nd = 2; - put NodePrice; - loop( (dt,pvt,n), put dt.tl, pvt.tl, n.tl, o_pivotNodePrice(dt,pvt,n)/ ) ; - -File OfferGen /"%OutputPath%%runName%\%runName%_PivotOfferGen.csv"/; - OfferGen.pc = 5; OfferGen.lw = 0; OfferGen.pw = 9999; - OfferGen.ap = 1; OfferGen.nd = 3; - put OfferGen; - loop( (dt,pvt,o) $ { o_offer(dt,o) and o_pivotOfferGen(dt,pvt,o) }, - put dt.tl, pvt.tl, o.tl, o_pivotOfferGen(dt,pvt,o)/; - ) ; - -$stop -execute_unload '%OutputPath%%runName%\%runName%_PivotOutput_TP.gdx' - i_dateTime - i_island - o_node - o_offer - pvt - o_pivotMapping - o_pivotIslandGen - o_pivotIslandMin - o_pivotIslandMW - o_pivotFir - o_pivotSir - o_pivotFirPr - o_pivotSirPr - o_pivotNodePrice - o_pivotOfferGen - ; diff --git a/Programs/cplex.opt b/Programs/cplex.opt deleted file mode 100644 index 609da2c..0000000 --- a/Programs/cplex.opt +++ /dev/null @@ -1 +0,0 @@ -epint = 1e-9 diff --git a/Programs/runVSPD.gms b/Programs/runVSPD.gms deleted file mode 100644 index d511e9c..0000000 --- a/Programs/runVSPD.gms +++ /dev/null @@ -1,151 +0,0 @@ -*===================================================================================== -* Name: runvSPD.gms -* Function: This file is invoked to control the entire operation of vSPD. -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* https://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: https://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 1 Oct 2019 -*===================================================================================== - - -$call cls -$onecho > con -*+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ -*+++++++++++++++++++++ EXECUTING vSPD ++++++++++++++++++++++++++++ -*+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ -$offecho - - -*===================================================================================== -*Include paths and settings files -*===================================================================================== -$include vSPDsettings.inc - - -*===================================================================================== -* Create a progress report file -*===================================================================================== -File rep "Write a progess report" /"ProgressReport.txt"/ ; rep.lw = 0 ; -putclose rep "Run: '%runName%'" // - "runvSPD started at: " system.date " " system.time; - - -*===================================================================================== -* Define external files -*===================================================================================== -Files -temp "A temporary, recyclable batch file" -vSPDcase "The current input case file" / "vSPDcase.inc" /; -vSPDcase.lw = 0 ; vSPDcase.sw = 0 ; - - -*===================================================================================== -* Install the set of input GDX file names over which the solve and reporting loops will operate -*===================================================================================== -$Onempty -Set i_fileName(*) 'Input GDX file names' -$include vSPDfileList.inc -; -$Offempty - -*===================================================================================== -* Compiling vSPDModel if required -* Establish the output folders for the current job -* Copy program codes for repeatability and reproducibility -*===================================================================================== -rep.ap = 1 ; -putclose rep "vSPDsetup started at: " system.date " " system.time ; - -* Invoke vSPDmodel if license type is developer (licenseMode=1) -$if %licenseMode%==1 $call gams vSPDmodel.gms s=vSPDmodel -$if errorlevel 1 $abort +++ Check vSPDmodel.lst for errors +++ - -execute 'if exist "%outputPath%%runName%" rmdir "%outputPath%%runName%" /s /q'; -execute 'if exist "%programPath%lst" rmdir "%programPath%lst" /s /q'; -execute 'mkdir "%programPath%lst"'; -execute 'mkdir "%outputPath%%runName%\Programs"'; -execute 'copy /y vSPD*.inc "%outputPath%%runName%\Programs"' -execute 'copy /y *.gms "%outputPath%%runName%\Programs"' -execute 'copy /y cplex.opt "%outputPath%%runName%\Programs"' - -$ifthen exist "%ovrdPath%%vSPDinputOvrdData%.gdx" - execute 'mkdir "%outputPath%%runName%\Override"' - execute 'copy /y "%ovrdPath%%vSPDinputOvrdData%.gdx" "%outputPath%%runName%\Override"' -$endif - -$iftheni %opMode%=='PVT' - execute 'mkdir "%outputPath%%runName%\Programs\Pivot"' - execute 'copy /y "Pivot\*.*" "%outputPath%%runName%\Programs\Pivot"' -$elseifi %opMode%=='DPS' execute 'gams Demand\DPSreportSetup.gms' - execute 'mkdir "%outputPath%%runName%\Programs\Demand"' - execute 'copy /y "Demand\*.*" "%outputPath%%runName%\Programs\Demand"' -$elseifi %opMode%=='FTR' execute 'gams FTRental\FTRreportSetup.gms' - execute 'copy /y FTR*.inc "%outputPath%%runName%\Programs"' - execute 'mkdir "%outputPath%%runName%\Programs\FTRental"' - execute 'copy /y "FTRental\*.*" "%outputPath%%runName%\Programs\FTRental"' -$elseifi %opMode%=='DWH' execute 'gams DWmode\DWHreportSetup.gms' - execute 'mkdir "%outputPath%%runName%\Programs\DWMode"' - execute 'copy /y "DWmode\*.*" "%outputPath%%runName%\Programs\DWMode"' -$else -$endif - - -*===================================================================================== -* Initialize reports -*===================================================================================== -* Call vSPDreportSetup to establish the report files ready to write results into -$iftheni %opMode%=='PVT' execute 'gams Pivot\PivotReportSetup.gms' -$elseifi %opMode%=='DPS' execute 'gams Demand\DPSreportSetup.gms' -$elseifi %opMode%=='FTR' execute 'gams FTRental\FTRreportSetup.gms' -$elseifi %opMode%=='DWH' execute 'gams DWmode\DWHreportSetup.gms' -$else execute 'gams vSPDreportSetup.gms' -$endif - - -*===================================================================================== -* Solve vSPD and report - loop over the designated input GDX files and solve each one in turn. -*===================================================================================== -loop(i_fileName, - -* Create the file that has the name of the input file for the current case being solved - putclose vSPDcase "$setglobal vSPDinputData " i_fileName.tl:0 ; - -* Create a gdx file contains periods to be solved - put_utility temp 'exec' / 'gams vSPDperiod' ; - -* Solve the model for the current input file - put_utility temp 'exec' / 'gams vSPDsolve.gms r=vSPDmodel lo=3 ide=1 Errmsg = 1 holdFixed = 0' ; - -* Copy the vSPDsolve.lst file to i_fileName.lst in ..\Programs\lst\ - put_utility temp 'shell' / 'copy vSPDsolve.lst "%programPath%"\lst\', i_fileName.tl:0, '.lst' ; - -) ; -rep.ap = 1 ; -putclose rep / "Total execute time: " timeExec "(secs)" /; - - -*===================================================================================== -* Clean up -*===================================================================================== -$label cleanUp -execute 'erase "vSPDcase.inc"' ; -execute 'erase "riskGroup.inc"' ; -$ifthen %opMode%=='DWH' -execute 'move /y ProgressReport.txt "%outputPath%%runName%\%runName%_RunLog.txt"'; -$else -execute 'move /y ProgressReport.txt "%outputPath%%runName%"'; -$endif -$ontext -execute 'if exist *.lst erase /q *.lst ' -execute 'if exist *.~gm erase /q *.~gm ' -execute 'if exist *.lxi erase /q *.lxi ' -execute 'if exist *.log erase /q *.log ' -execute 'if exist *.put erase /q *.put ' -execute 'if exist *.txt erase /q *.txt ' -execute 'if exist *.gdx erase /q *.gdx ' -execute 'if exist temp.* erase /q temp.*' -$offtext - - diff --git a/Programs/runvSPD.gms b/Programs/runvSPD.gms deleted file mode 100644 index d511e9c..0000000 --- a/Programs/runvSPD.gms +++ /dev/null @@ -1,151 +0,0 @@ -*===================================================================================== -* Name: runvSPD.gms -* Function: This file is invoked to control the entire operation of vSPD. -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* https://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: https://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 1 Oct 2019 -*===================================================================================== - - -$call cls -$onecho > con -*+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ -*+++++++++++++++++++++ EXECUTING vSPD ++++++++++++++++++++++++++++ -*+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ -$offecho - - -*===================================================================================== -*Include paths and settings files -*===================================================================================== -$include vSPDsettings.inc - - -*===================================================================================== -* Create a progress report file -*===================================================================================== -File rep "Write a progess report" /"ProgressReport.txt"/ ; rep.lw = 0 ; -putclose rep "Run: '%runName%'" // - "runvSPD started at: " system.date " " system.time; - - -*===================================================================================== -* Define external files -*===================================================================================== -Files -temp "A temporary, recyclable batch file" -vSPDcase "The current input case file" / "vSPDcase.inc" /; -vSPDcase.lw = 0 ; vSPDcase.sw = 0 ; - - -*===================================================================================== -* Install the set of input GDX file names over which the solve and reporting loops will operate -*===================================================================================== -$Onempty -Set i_fileName(*) 'Input GDX file names' -$include vSPDfileList.inc -; -$Offempty - -*===================================================================================== -* Compiling vSPDModel if required -* Establish the output folders for the current job -* Copy program codes for repeatability and reproducibility -*===================================================================================== -rep.ap = 1 ; -putclose rep "vSPDsetup started at: " system.date " " system.time ; - -* Invoke vSPDmodel if license type is developer (licenseMode=1) -$if %licenseMode%==1 $call gams vSPDmodel.gms s=vSPDmodel -$if errorlevel 1 $abort +++ Check vSPDmodel.lst for errors +++ - -execute 'if exist "%outputPath%%runName%" rmdir "%outputPath%%runName%" /s /q'; -execute 'if exist "%programPath%lst" rmdir "%programPath%lst" /s /q'; -execute 'mkdir "%programPath%lst"'; -execute 'mkdir "%outputPath%%runName%\Programs"'; -execute 'copy /y vSPD*.inc "%outputPath%%runName%\Programs"' -execute 'copy /y *.gms "%outputPath%%runName%\Programs"' -execute 'copy /y cplex.opt "%outputPath%%runName%\Programs"' - -$ifthen exist "%ovrdPath%%vSPDinputOvrdData%.gdx" - execute 'mkdir "%outputPath%%runName%\Override"' - execute 'copy /y "%ovrdPath%%vSPDinputOvrdData%.gdx" "%outputPath%%runName%\Override"' -$endif - -$iftheni %opMode%=='PVT' - execute 'mkdir "%outputPath%%runName%\Programs\Pivot"' - execute 'copy /y "Pivot\*.*" "%outputPath%%runName%\Programs\Pivot"' -$elseifi %opMode%=='DPS' execute 'gams Demand\DPSreportSetup.gms' - execute 'mkdir "%outputPath%%runName%\Programs\Demand"' - execute 'copy /y "Demand\*.*" "%outputPath%%runName%\Programs\Demand"' -$elseifi %opMode%=='FTR' execute 'gams FTRental\FTRreportSetup.gms' - execute 'copy /y FTR*.inc "%outputPath%%runName%\Programs"' - execute 'mkdir "%outputPath%%runName%\Programs\FTRental"' - execute 'copy /y "FTRental\*.*" "%outputPath%%runName%\Programs\FTRental"' -$elseifi %opMode%=='DWH' execute 'gams DWmode\DWHreportSetup.gms' - execute 'mkdir "%outputPath%%runName%\Programs\DWMode"' - execute 'copy /y "DWmode\*.*" "%outputPath%%runName%\Programs\DWMode"' -$else -$endif - - -*===================================================================================== -* Initialize reports -*===================================================================================== -* Call vSPDreportSetup to establish the report files ready to write results into -$iftheni %opMode%=='PVT' execute 'gams Pivot\PivotReportSetup.gms' -$elseifi %opMode%=='DPS' execute 'gams Demand\DPSreportSetup.gms' -$elseifi %opMode%=='FTR' execute 'gams FTRental\FTRreportSetup.gms' -$elseifi %opMode%=='DWH' execute 'gams DWmode\DWHreportSetup.gms' -$else execute 'gams vSPDreportSetup.gms' -$endif - - -*===================================================================================== -* Solve vSPD and report - loop over the designated input GDX files and solve each one in turn. -*===================================================================================== -loop(i_fileName, - -* Create the file that has the name of the input file for the current case being solved - putclose vSPDcase "$setglobal vSPDinputData " i_fileName.tl:0 ; - -* Create a gdx file contains periods to be solved - put_utility temp 'exec' / 'gams vSPDperiod' ; - -* Solve the model for the current input file - put_utility temp 'exec' / 'gams vSPDsolve.gms r=vSPDmodel lo=3 ide=1 Errmsg = 1 holdFixed = 0' ; - -* Copy the vSPDsolve.lst file to i_fileName.lst in ..\Programs\lst\ - put_utility temp 'shell' / 'copy vSPDsolve.lst "%programPath%"\lst\', i_fileName.tl:0, '.lst' ; - -) ; -rep.ap = 1 ; -putclose rep / "Total execute time: " timeExec "(secs)" /; - - -*===================================================================================== -* Clean up -*===================================================================================== -$label cleanUp -execute 'erase "vSPDcase.inc"' ; -execute 'erase "riskGroup.inc"' ; -$ifthen %opMode%=='DWH' -execute 'move /y ProgressReport.txt "%outputPath%%runName%\%runName%_RunLog.txt"'; -$else -execute 'move /y ProgressReport.txt "%outputPath%%runName%"'; -$endif -$ontext -execute 'if exist *.lst erase /q *.lst ' -execute 'if exist *.~gm erase /q *.~gm ' -execute 'if exist *.lxi erase /q *.lxi ' -execute 'if exist *.log erase /q *.log ' -execute 'if exist *.put erase /q *.put ' -execute 'if exist *.txt erase /q *.txt ' -execute 'if exist *.gdx erase /q *.gdx ' -execute 'if exist temp.* erase /q temp.*' -$offtext - - diff --git a/Programs/vSPDfileList.inc b/Programs/vSPDfileList.inc deleted file mode 100644 index a9fbffa..0000000 --- a/Programs/vSPDfileList.inc +++ /dev/null @@ -1,6 +0,0 @@ -/ -'FP_20221015_F' -'NRSS_20211202_RTPtest' -'PRSS_20220301_RTPtest' -'RTP_20220301_RTPtest' -/ diff --git a/Programs/vSPDmodel.gms b/Programs/vSPDmodel.gms deleted file mode 100644 index 605fd8a..0000000 --- a/Programs/vSPDmodel.gms +++ /dev/null @@ -1,2677 +0,0 @@ -*===================================================================================== -* Name: vSPDmodel.gms -* Function: Mathematical formulation - based on the SPD formulation v9.0 -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Modified on: 1 Oct 2019 -* New feature added: New wind offer arrangements -* Modified on: 11 Dec 2020 -* Branch Reverse Rating (this feature is suspended until further notice) -* Last modified on: 24 Feb 2021 -* Correcting the excess reserve sharing penalty -* by adding RESERVESHAREEFFECTIVE_CE and ECE variables -* -*===================================================================================== - -$ontext -Directory of code sections in vSPDmodel.gms: - 1. Declare sets and parameters for all symbols to be loaded from daily GDX files - 2. Declare additional sets and parameters used throughout the model - 3. Declare model variables and constraints, and initialise constraints - -Aliases to be aware of: - i_dateTime = dt i_tradePeriod = tp = tp1 - i_island = ild, ild1 i_bus = b, b1, toB, frB - i_node = n, n1 i_offer = o, o1 - i_trader = trdr i_tradeBlock= trdBlk - i_branch = br, br1 i_branchConstraint = brCstr - i_ACnodeConstraint = ACnodeCstr i_MnodeConstraint = MnodeCstr - i_energyOfferComponent = NRGofrCmpnt i_PLSRofferComponent = PLSofrCmpnt - i_TWDRofferComponent = TWDofrCmpnt i_ILRofferComponent = ILofrCmpnt - i_energyBidComponent = NRGbidCmpnt i_ILRbidComponent = ILbidCmpnt - i_type1MixedConstraint = t1MixCstr i_type2MixedConstraint = t2MixCstr - i_type1MixedConstraintRHS = t1MixCstrRHS i_genericConstraint = gnrcCstr - i_lossSegment = los, los1 i_scarcityArea = sarea - i_bid = bd, bd1 i_flowDirection = fd, fd1 - i_reserveType = resT i_reserveClass = resC - i_riskClass = riskC i_constraintRHS = CstrRHS - i_riskParameter = riskPar i_dczone = z, z1 -$offtext - -*=================================================================================== -* 1. Declare sets and parameters for all symbols to be loaded from daily GDX files -*=================================================================================== - -Sets -* 22 hard-coded sets. Although these 22 sets exist in the vSPD input GDX file, they are not loaded from -* the GDX file. Rather, all but caseName are initialsed via hard-coding in vSPDsolve.gms prior to data -* being loaded from the GDX file. They are declared now because they're used in the domain of other symbols. - caseName(*) 'Final pricing case name used to create the GDX file' - i_island(*) 'Islands' - i_tradeBlock(*) 'Trade block definitions (or tranches) - used for the offer and bids' - i_CVP(*) 'Constraint violation penalties used in the model' - i_offerType(*) 'Type of energy and reserve offers from market participants' - i_offerParam(*) 'The various parameters required for each offer' - i_energyOfferComponent(*) 'Components of the energy offer - comprised of MW capacity and price by tradeBlock' - i_PLSRofferComponent(*) 'Components of the PLSR offer - comprised of MW proportion and price by tradeBlock' - i_TWDRofferComponent(*) 'Components of the TWDR offer - comprised of MW capacity and price by tradeBlock' - i_ILRofferComponent(*) 'Components of the ILR offer - comprised of MW capacity and price by tradeBlock' - i_energyBidComponent(*) 'Components of the energy bid - comprised of MW capacity and price by tradeBlock' - i_ILRbidComponent(*) 'Components of the ILR provided by bids' - i_riskClass(*) 'Different risks that could set the reserve requirements' - i_reserveType(*) 'Definition of the different reserve types (PLSR, TWDR, ILR)' - i_reserveClass(*) 'Definition of fast and sustained instantaneous reserve' - i_riskParameter(*) 'Different risk parameters that are specified as inputs to the dispatch model' - i_branchParameter(*) 'Branch parameter specified' - i_lossSegment(*) 'Loss segments available for loss modelling' - i_lossParameter(*) 'Components of the piecewise loss function' - i_constraintRHS(*) 'Constraint RHS definition' - i_flowDirection(*) 'Directional flow definition used in the SPD formulation' - i_type1MixedConstraintRHS(*) 'Type 1 mixed constraint RHS definitions' -* 14 fundamental sets - membership is assigned when symbols are loaded from the GDX file in vSPDsolve.gms - i_dateTime(*) 'Date and time for the trade periods' - i_tradePeriod(*) 'Trade periods for which input data is defined' - i_node(*) 'Node definitions for all trading periods' - i_offer(*) 'Offers for all trading periods' - i_trader(*) 'Traders defined for all trading periods' - i_bid(*) 'Bids for all trading periods' - i_bus(*) 'Bus definitions for all trading periods' - i_branch(*) 'Branch definition for all trading periods' - i_branchConstraint(*) 'Branch constraint definitions for all trading periods' - i_ACnodeConstraint(*) 'AC node constraint definitions for all trading periods' - i_MnodeConstraint(*) 'Market node constraint definitions for all trading periods' - i_type1MixedConstraint(*) 'Type 1 mixed constraint definitions for all trading periods' - i_type2MixedConstraint(*) 'Type 2 mixed constraint definitions for all trading periods' - i_genericConstraint(*) 'Generic constraint names for all trading periods' -* Scarcity pricing updates - i_scarcityArea(*) 'Area to which scarcity pricing may apply' -* NMIR update - i_dczone(*) 'Defined reverse reserve sharing zone for HVDC sent flow: RP -> round power zone, NR -> no reverse zone, RZ -> reverse zone' - i_riskGroup(*) 'Set representing a collection of generation and reserve offers treated as a group risk' - - ; - -* Aliases -Alias (i_dateTime,dt), (i_tradePeriod,tp,tp1), (i_island,ild,ild1) - (i_bus,b,b1,toB,frB), (i_node,n,n1), (i_offer,o,o1) - (i_trader,trdr), (i_tradeBlock,trdBlk), (i_branch,br,br1) - (i_branchConstraint,brCstr), (i_ACnodeConstraint,ACnodeCstr), (i_MnodeConstraint,MnodeCstr) - (i_energyOfferComponent,NRGofrCmpnt), (i_PLSRofferComponent,PLSofrCmpnt), (i_TWDRofferComponent,TWDofrCmpnt) - (i_ILRofferComponent,ILofrCmpnt), (i_energyBidComponent,NRGbidCmpnt), (i_ILRbidComponent,ILbidCmpnt) - (i_type1MixedConstraint,t1MixCstr), (i_type2MixedConstraint,t2MixCstr), (i_type1MixedConstraintRHS,t1MixCstrRHS) - (i_genericConstraint,gnrcCstr), (i_scarcityArea,sarea), (i_lossSegment,los,los1,bp,bp1,rsbp,rsbp1) - (i_bid,bd,bd1), (i_flowDirection,fd,fd1,rd,rd1), (i_reserveType,resT) - (i_reserveClass,resC), (i_riskClass,riskC), (i_constraintRHS,CstrRHS) - (i_riskParameter,riskPar), (i_offerParam,offerPar), (i_dczone,z,z1,rrz,rrz1) - (i_riskGroup,rg,rg1) - ; - -Sets -* 16 multi-dimensional sets, subsets, and mapping sets - membership is populated via loading from GDX file in vSPDsolve.gms - i_dateTimeTradePeriodMap(dt,tp) 'Mapping of dateTime set to the tradePeriod set' - i_tradePeriodNode(tp,n) 'Node definition for the different trading periods' - i_tradePeriodOfferNode(tp,o,n) 'Offers and the corresponding offer node for the different trading periods' - i_tradePeriodOfferTrader(tp,o,trdr) 'Offers and the corresponding trader for the different trading periods' - i_tradePeriodBidNode(tp,bd,n) 'Bids and the corresponding node for the different trading periods' - i_tradePeriodBidTrader(tp,bd,trdr) 'Bids and the corresponding trader for the different trading periods' - i_tradePeriodBus(tp,b) 'Bus definition for the different trading periods' - i_tradePeriodNodeBus(tp,n,b) 'Node bus mapping for the different trading periods' - i_tradePeriodBusIsland(tp,b,ild) 'Bus island mapping for the different trade periods' - i_tradePeriodBranchDefn(tp,br,frB,toB) 'Branch definition for the different trading periods' - i_tradePeriodRiskGenerator(tp,o) 'Set of generators (offers) that can set the risk in the different trading periods' - i_tradePeriodType1MixedConstraint(tp,t1MixCstr) 'Set of mixed constraints defined for the different trading periods' - i_tradePeriodType2MixedConstraint(tp,t2MixCstr) 'Set of mixed constraints defined for the different trading periods' - i_type1MixedConstraintReserveMap(t1MixCstr,ild,resC,riskC) 'Mapping of mixed constraint variables to reserve-related data' - i_type1MixedConstraintBranchCondition(t1MixCstr,br) 'Set of mixed constraints that have limits conditional on branch flows' - i_tradePeriodGenericConstraint(tp,gnrcCstr) 'Generic constraints defined for the different trading periods' -* 1 set loaded from GDX with conditional load statement in vSPDsolve.gms at execution time - i_tradePeriodPrimarySecondaryOffer(tp,o,o1) 'Primary-secondary offer mapping for the different trading periods' -* MODD Modification - i_tradePeriodDispatchableBid(tp,bd) 'Set of dispatchable bids' - ; - -Parameters -* 6 scalars - values are loaded from GDX file in vSPDsolve.gms - i_day 'Day number (1..31)' - i_month 'Month number (1..12)' - i_year 'Year number (1900..2200)' - i_tradingPeriodLength 'Length of the trading period in minutes (e.g. 30)' - i_AClineUnit '0 = Actual values, 1 = per unit values on a 100MVA base' - i_branchReceivingEndLossProportion 'Proportion of losses to be allocated to the receiving end of a branch' -* 49 parameters - values are loaded from GDX file in vSPDsolve.gms - i_StudyTradePeriod(tp) 'Trade periods that are to be studied' - i_CVPvalues(i_CVP) 'Values for the constraint violation penalties' -* Offer data - i_tradePeriodOfferParameter(tp,o,i_offerParam) 'Initial MW for each offer for the different trading periods' - i_tradePeriodEnergyOffer(tp,o,trdBlk,NRGofrCmpnt) 'Energy offers for the different trading periods' - i_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) 'Sustained (60s) PLSR offers for the different trading periods' - i_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) 'Fast (6s) PLSR offers for the different trading periods' - i_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) 'Sustained (60s) TWDR offers for the different trading periods' - i_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) 'Fast (6s) TWDR offers for the different trading periods' - i_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) 'Sustained (60s) ILR offers for the different trading periods' - i_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) 'Fast (6s) ILR offers for the different trading periods' -* Demand data - i_tradePeriodNodeDemand(tp,n) 'MW demand at each node for all trading periods' -* Bid data - i_tradePeriodEnergyBid(tp,bd,trdBlk,NRGbidCmpnt) 'Energy bids for the different trading periods' - i_tradePeriodSustainedILRbid(tp,bd,trdBlk,ILbidCmpnt) 'Sustained ILR bids for the different trading periods' - i_tradePeriodFastILRbid(tp,bd,trdBlk,ILbidCmpnt) 'Fast ILR bids for the different trading periods' -* Network data - i_tradePeriodHVDCNode(tp,n) 'HVDC node for the different trading periods' - i_tradePeriodReferenceNode(tp,n) 'Reference nodes for the different trading periods' - i_tradePeriodHVDCBranch(tp,br) 'HVDC branch indicator for the different trading periods' - i_tradePeriodBranchParameter(tp,br,i_branchParameter) 'Branch resistance, reactance, fixed losses and number of loss tranches for the different time periods' - i_tradePeriodBranchCapacity(tp,br) 'Branch capacity for the different trading periods in MW' - i_tradePeriodBranchCapacityDirected(tp,br,fd) 'Branch directed capacity for the different trading periods in MW (Branch Reverse Ratings)' - i_tradePeriodBranchOpenStatus(tp,br) 'Branch open status for the different trading periods, 1 = Open' - i_noLossBranch(los,i_lossParameter) 'Loss parameters for no loss branches' - i_AClossBranch(los,i_lossParameter) 'Loss parameters for AC loss branches' - i_HVDClossBranch(los,i_lossParameter) 'Loss parameters for HVDC loss branches' - i_tradePeriodNodeBusAllocationFactor(tp,n,b) 'Allocation factor of market node quantities to bus for the different trading periods' - i_tradePeriodBusElectricalIsland(tp,b) 'Electrical island status of each bus for the different trading periods (0 = Dead)' -* Risk/Reserve data - i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) 'Risk parameters for the different trading periods (From RMT)' - i_tradePeriodManualRisk(tp,ild,resC) 'Manual risk set for the different trading periods' -* Branch constraint data - i_tradePeriodBranchConstraintFactors(tp,brCstr,br) 'Branch constraint factors (sensitivities) for the different trading periods' - i_tradePeriodBranchConstraintRHS(tp,brCstr,CstrRHS) 'Branch constraint sense and limit for the different trading periods' -* AC node constraint data - i_tradePeriodACnodeConstraintFactors(tp,ACnodeCstr,n) 'AC node constraint factors (sensitivities) for the different trading periods' - i_tradePeriodACnodeConstraintRHS(tp,ACnodeCstr,CstrRHS) 'AC node constraint sense and limit for the different trading periods' -* Market node constraint data - i_tradePeriodMNodeEnergyOfferConstraintFactors(tp,MnodeCstr,o) 'Market node energy offer constraint factors for the different trading periods' - i_tradePeriodMNodeReserveOfferConstraintFactors(tp,MnodeCstr,o,resC,resT) 'Market node reserve offer constraint factors for the different trading periods' - i_tradePeriodMNodeEnergyBidConstraintFactors(tp,MnodeCstr,bd) 'Market node energy bid constraint factors for the different trading periods' - i_tradePeriodMNodeILReserveBidConstraintFactors(tp,MnodeCstr,bd,resC) 'Market node IL reserve bid constraint factors for the different trading periods' - i_tradePeriodMNodeConstraintRHS(tp,MnodeCstr,CstrRHS) 'Market node constraint sense and limit for the different trading periods' -* Mixed constraint data - i_type1MixedConstraintVarWeight(t1MixCstr) 'Type 1 mixed constraint variable weights' - i_type1MixedConstraintGenWeight(t1MixCstr,o) 'Type 1 mixed constraint generator weights' - i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) 'Type 1 mixed constraint reserve weights' - i_type1MixedConstraintHVDClineWeight(t1MixCstr,br) 'Type 1 mixed constraint HVDC branch flow weights' - i_tradePeriodType1MixedConstraintRHSParameters(tp,t1MixCstr,t1MixCstrRHS) 'Type 1 mixed constraint RHS parameters' - i_type2MixedConstraintLHSParameters(t2MixCstr,t1MixCstr) 'Type 2 mixed constraint LHS weights' - i_tradePeriodType2MixedConstraintRHSParameters(tp,t2MixCstr,CstrRHS) 'Type 2 mixed constraint RHS parameters' -* Generic constraint data - i_tradePeriodGenericEnergyOfferConstraintFactors(tp,gnrcCstr,o) 'Generic constraint offer constraint factors for the different trading periods' - i_tradePeriodGenericReserveOfferConstraintFactors(tp,gnrcCstr,o,resC,resT) 'Generic constraint reserve offer constraint factors for the different trading periods' - i_tradePeriodGenericEnergyBidConstraintFactors(tp,gnrcCstr,bd) 'Generic constraint energy bid constraint factors for the different trading periods' - i_tradePeriodGenericILReserveBidConstraintFactors(tp,gnrcCstr,bd,resC) 'Generic constraint IL reserve bid constraint factors for the different trading periods' - i_tradePeriodGenericBranchConstraintFactors(tp,gnrcCstr,br) 'Generic constraint energy offer constraint factors for the different trading periods' - i_tradePeriodGenericConstraintRHS(tp,gnrcCstr,CstrRHS) 'Generic constraint sense and limit for the different trading periods' -* 11 parameters loaded from GDX with conditional load statement at execution time - i_tradePeriodAllowHVDCRoundpower(tp) 'Flag to allow roundpower on the HVDC (1 = Yes)' - i_tradePeriodManualRisk_ECE(tp,ild,resC) 'Manual ECE risk set for the different trading periods' - i_tradePeriodHVDCSecRiskEnabled(tp,ild,riskC) 'Flag indicating if the HVDC secondary risk is enabled (1 = Yes)' - i_tradePeriodHVDCSecRiskSubtractor(tp,ild) 'Ramp up capability on the HVDC pole that is not the secondary risk' - i_type1MixedConstraintAClineWeight(t1MixCstr,br) 'Type 1 mixed constraint AC branch flow weights' - i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) 'Type 1 mixed constraint AC branch loss weights' - i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) 'Type 1 mixed constraint AC branch fixed losses weight' - i_type1MixedConstraintHVDClineLossWeight(t1MixCstr,br) 'Type 1 mixed constraint HVDC branch loss weights' - i_type1MixedConstraintHVDClineFixedLossWeight(t1MixCstr,br) 'Type 1 mixed constraint HVDC branch fixed losses weight' - i_type1MixedConstraintPurWeight(t1MixCstr,bd) 'Type 1 mixed constraint demand bid weights' - i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) 'MW used to determine factor to adjust maximum reserve of a reserve class' -* Virtual reserve - i_tradePeriodVROfferMax(tp,ild,resC) 'Maximum MW of the virtual reserve offer' - i_tradePeriodVROfferPrice(tp,ild,resC) 'Price of the virtual reserve offer' -* Scarcity pricing - i_tradePeriodScarcitySituationExists(tp,sarea) 'Flag to indicate that a scarcity situation exists (1 = Yes)' - i_tradePeriodGWAPFloor(tp,sarea) 'Floor price for the scarcity situation in scarcity area' - i_tradePeriodGWAPCeiling(tp,sarea) 'Ceiling price for the scarcity situation in scarcity area' - i_tradePeriodGWAPPastDaysAvg(tp,ild) 'Average GWAP over past days - number of periods in GWAP count' - i_tradePeriodGWAPCountForAvg(tp,ild) 'Number of periods used for the i_gwapPastDaysAvg' - i_tradePeriodGWAPThreshold(tp,ild) 'Threshold on previous 336 trading period GWAP - cumulative price threshold' - -* Real Time Pricing - Inputs - studyMode 'FP~111, RTD~101, RTP~110, PRSS~130, NRSS~132, PRSL~131, NRSL~133,WDS~120' /111/ - useGenInitialMW 'Flag that if set to 1 indicates that for a schedule that is solving multiple intervals in batch mode' /0/ - runEnrgShortfallTransfer 'Flag that if set to 1 will enable shortfall transfer. Until shortfall transfer is activated this flag will be set to 0' /0/ - runPriceTransfer 'Flag that if set to 1 will enable price transfer. Until price transfer is activated this flag will be set to 0' /0/ - InputInitialLoad(tp,n) 'This value represents actual load MW for RTD schedule input' - LoadIsOverride(tp,n) 'Flag if set to 1 --> InputInitialLoad will be fixed as node demand' - LoadIsBad(tp,n) 'Flag if set to 1 --> InitialLoad will be replaced by Estimated Initial Load' - LoadIsNCL(tp,n) 'Flag if set to 1 --> non-conforming load --> will be fixed in RTD load calculation' - ConformingFactor(tp,n) 'Initial estimated load for conforming load' - NonConformingLoad(tp,n) 'Initial estimated load for non-conforming load' - MaxLoad(tp,n) 'Pnode maximum load' - useActualLoad(tp) 'Flag that if set to 0, initial estimated load [conformingfactor/noncomformingload] is used as initial load ' - dontScaleNegativeLoad(tp) 'Flag that if set to 1 --> negative load will be fixed in RTD load calculation' - - islandMWIPS(tp,ild) 'Island total generation at the start of RTD run' - islandPDS(tp,ild) 'Island pre-solve deviation - used to adjust RTD node demand' - islandLosses(tp,ild) 'Island estimated losss - used to adjust RTD mode demand' - - energyScarcityEnabled(tp) 'Flag to apply energy scarcity (this is different from FP scarcity situation)' - reserveScarcityEnabled(tp) 'Flag to apply reserve scarcity (this is different from FP scarcity situation)' - scarcityEnrgNationalFactor(tp,trdBlk) 'National energy scarcity factors' - scarcityEnrgNationalPrice(tp,trdBlk) 'National energy scarcity prices' - scarcityEnrgNodeFactor(tp,n,trdBlk) 'Nodal energy scarcity factors' - scarcityEnrgNodeFactorPrice(tp,n,trdBlk) 'Nodal energy scarcity prices vs factors' - scarcityEnrgNodeLimit(tp,n,trdBlk) 'Nodal energy scarcity limits' - scarcityEnrgNodeLimitPrice(tp,n,trdBlk) 'Nodal energy scarcity prices vs limits' - scarcityResrvIslandLimit(tp,ild,resC,trdBlk) 'Reserve scarcity limits' - scarcityResrvIslandPrice(tp,ild,resC,trdBlk) 'Reserve scarcity prices' - - ; - -* End of GDX declarations - - - -*=================================================================================== -* 2. Declare additional sets and parameters used throughout the model -*=================================================================================== - -Scalars - sequentialSolve - useAClossModel - useHVDClossModel - useACbranchLimits 'Use the AC branch limits (1 = Yes)' - useHVDCbranchLimits 'Use the HVDC branch limits (1 = Yes)' - resolveCircularBranchFlows 'Resolve circular branch flows (1 = Yes)' - resolveHVDCnonPhysicalLosses 'Resolve nonphysical losses on HVDC branches (1 = Yes)' - resolveACnonPhysicalLosses 'Resolve nonphysical losses on AC branches (1 = Yes)' - circularBranchFlowTolerance - nonPhysicalLossTolerance - useBranchFlowMIPtolerance - useReserveModel 'Use the reserve model (1 = Yes)' - suppressMixedConstraint 'Suppress use of the mixed constraint formulation (1 = suppress)' - mixedMIPtolerance - LPtimeLimit 'CPU seconds allowed for LP solves' - LPiterationLimit 'Iteration limit allowed for LP solves' - MIPtimeLimit 'CPU seconds allowed for MIP solves' - MIPiterationLimit 'Iteration limit allowed for MIP solves' - MIPoptimality - disconnectedNodePriceCorrection 'Flag to apply price correction methods to disconnected node' - tradePeriodReports 'Specify 1 for reports at trading period level, 0 otherwise , no longer used?' - -* External loss model from Transpower - lossCoeff_A / 0.3101 / - lossCoeff_C / 0.14495 / - lossCoeff_D / 0.32247 / - lossCoeff_E / 0.46742 / - lossCoeff_F / 0.82247 / - maxFlowSegment / 10000 / - ; - -Sets -* Global - pole 'HVDC poles' - currTP(tp) 'Current trading period' -* Offer - offer(tp,o) 'Offers defined for the current trading period' - offerNode(tp,o,n) 'Mapping of the offers to the nodes for the current trading period' - validGenerationOfferBlock(tp,o,trdBlk) 'Valid trade blocks for the respective generation offers' - validReserveOfferBlock(tp,o,trdBlk,resC,resT) 'Valid trade blocks for the respective reserve offers by class and type' - PreviousMW(o) 'MW output of offer to be used as initial MW of the next trading period if necessary' - PositiveEnergyOffer(tp,o) 'Postive energy offers defined for the current trading period' -* Set for primary secondary offers - PrimarySecondaryOffer(tp,o,o1) 'Primary-secondary offer mapping for the current trading period' -* Bid - Bid(tp,bd) 'Bids defined for the current trading period' - BidNode(tp,bd,n) 'Mapping of the bids to the nodes for the current trading period' - validPurchaseBidBlock(tp,bd,trdBlk) 'Valid trade blocks for the respective purchase bids' - validPurchaseBidILRBlock(tp,bd,trdBlk,resC) 'Valid trade blocks for the respective purchase bids ILR' -* Network - Node(tp,n) 'Nodes defined for the current trading period' - Bus(tp,b) 'Buses defined for the current trading period' - NodeBus(tp,n,b) 'Mapping of the nodes to the buses for the current trading period' - NodeIsland(tp,n,ild) 'Mapping of the node to the island for the current trading period' - BusIsland(tp,b,ild) 'Mapping of the bus to the island for the current trading period' - HVDCNode(tp,n) 'HVDC node for the current trading period' - ACnode(tp,n) 'AC nodes for the current trading period' - ReferenceNode(tp,n) 'Reference node for the current trading period' - DCBus(tp,b) 'Buses corresponding to HVDC nodes' - ACBus(tp,b) 'Buses corresponding to AC nodes' - Branch(tp,br) 'Branches defined for the current trading period' - BranchBusDefn(tp,br,frB,toB) 'Branch bus connectivity for the current trading period' - BranchBusConnect(tp,br,b) 'Indication if a branch is connected to a bus for the current trading period' - ACBranchSendingBus(tp,br,b,fd) 'Sending (From) bus of AC branch in forward and backward direction' - ACBranchReceivingBus(tp,br,b,fd) 'Receiving (To) bus of AC branch in forward and backward direction' - HVDClinkSendingBus(tp,br,b) 'Sending (From) bus of HVDC link' - HVDClinkReceivingBus(tp,br,toB) 'Receiving (To) bus of HVDC link' - HVDClinkBus(tp,br,b) 'Sending or Receiving bus of HVDC link' - HVDClink(tp,br) 'HVDC links (branches) defined for the current trading period' - HVDCpoles(tp,br) 'DC transmission between Benmore and Hayward' - HVDCHalfPoles(tp,br) 'Connection DC Pole 1 between AC and DC systems at Benmore and Haywards' - HVDCpoleDirection(tp,br,fd) 'Direction defintion for HVDC poles S->N : Forward and N->S : Southward' - ACBranch(tp,br) 'AC branches defined for the current trading period' - validLossSegment(tp,br,los,fd) 'Valid loss segments for a branch' - lossBranch(tp,br) 'Subset of branches that have non-zero loss factors' -* Mapping set of branches to HVDC pole - HVDCpoleBranchMap(pole,br) 'Mapping of HVDC branch to pole number' -* Risk/Reserve - RiskGenerator(tp,o) 'Set of generators that can set the risk in the current trading period' - islandRiskGenerator(tp,ild,o) 'Mapping of risk generator to island in the current trading period' - GenRisk(riskC) 'Subset containing generator risks' - ManualRisk(riskC) 'Subset containting manual risks' - HVDCrisk(riskC) 'Subset containing DCCE and DCECE risks' - HVDCSecRisk(riskC) 'Subset containing secondary risk of the DCCE and DCECE events' - PLSRReserveType(resT) 'PLSR reserve type' - TWDRReserveType(resT) 'TWDR reserve type' - ILReserveType(resT) 'IL reserve type' - offerIsland(tp,o,ild) 'Mapping of reserve offer to island for the current trading period' - bidIsland(tp,bd,ild) 'Mapping of purchase bid ILR to island for the current trading period' -* Definition of CE and ECE events to support different CE and ECE CVPs - ContingentEvents(riskC) 'Subset of Risk Classes containing contigent event risks' - ExtendedContingentEvent(riskC) 'Subset of Risk Classes containing extended contigent event risk' -* Branch constraint - BranchConstraint(tp,brCstr) 'Set of branch constraints defined for the current trading period' -* AC node constraint - ACnodeConstraint(tp,ACnodeCstr) 'Set of AC node constraints defined for the current trading period' -* Market node constraint - MNodeConstraint(tp,MnodeCstr) 'Set of market node constraints defined for the current trading period' -* Mixed constraint - Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC) 'Mapping of mixed constraint variables to reserve-related data' - Type1MixedConstraint(tp,t1MixCstr) 'Set of type 1 mixed constraints defined for the current trading period' - Type2MixedConstraint(tp,t2MixCstr) 'Set of type 2 mixed constraints defined for the current trading period' - Type1MixedConstraintCondition(tp,t1MixCstr) 'Subset of type 1 mixed constraints that have a condition to check for the use of the alternate limit' -* Generic constraint - GenericConstraint(tp,gnrcCstr) 'Generic constraint defined for the current trading period' -* NMIR update - rampingConstraint(tp,brCstr) 'Subset of branch constraints that limit total HVDC sent from an island due to ramping (5min schedule only)' - bipoleConstraint(tp,ild,brCstr) 'Subset of branch constraints that limit total HVDC sent from an island' - monopoleConstraint(tp,ild,brCstr,br) 'Subset of branch constraints that limit the flow on HVDC pole sent from an island' - - riskGroupOffer(tp,rg,o,riskC) 'Mappimg of risk group to offers in current trading period for each risk class - SPD version 11.0 update' - islandRiskGroup(tp,ild,rg,riskC) 'Mappimg of risk group to island in current trading period for each risk class - SPD version 11.0 update' - ; - -Parameters -* Offers - RampRateUp(tp,o) 'The ramping up rate in MW per minute associated with the generation offer (MW/min)' - RampRateDown(tp,o) 'The ramping down rate in MW per minute associated with the generation offer (MW/min)' - GenerationStart(tp,o) 'The MW generation level associated with the offer at the start of a trading period' - ReserveGenerationMaximum(tp,o) 'Maximum generation and reserve capability for the current trading period (MW)' - WindOffer(tp,o) 'Flag to indicate if offer is from wind generator (1 = Yes)' - PriceResponsive(tp,o) 'Flag to indicate if wind offer is price responsive (1 = Yes)' - PotentialMW(tp,o) 'Potential max output of Wind offer' -* Primary-secondary offer parameters - HasSecondaryOffer(tp,o) 'Flag to indicate if offer has a secondary offer (1 = Yes)' - HasPrimaryOffer(tp,o) 'Flag to indicate if offer has a primary offer (1 = Yes)' -* Frequency keeper band MW - FKBand(tp,o) 'Frequency keeper band MW which is set when the risk setter is selected as the frequency keeper' - GenerationMaximum(tp,o) 'Maximum generation level associated with the generation offer (MW)' - GenerationMinimum(tp,o) 'Minimum generation level associated with the generation offer (MW)' - GenerationEndUp(tp,o) 'MW generation level associated with the offer at the end of the trading period assuming ramp rate up' - GenerationEndDown(tp,o) 'MW generation level associated with the offer at the end of the trading period assuming ramp rate down' - RampTimeUp(tp,o) 'Minimum of the trading period length and time to ramp up to maximum (Minutes)' - RampTimeDown(tp,o) 'Minimum of the trading period length and time to ramp down to minimum (Minutes)' -* Energy offer - GenerationOfferMW(tp,o,trdBlk) 'Generation offer block (MW)' - GenerationOfferPrice(tp,o,trdBlk) 'Generation offer price ($/MW)' -* Reserve offer - ReserveOfferProportion(tp,o,trdBlk,resC) 'The percentage of the MW block available for PLSR of class FIR or SIR' - ReserveOfferPrice(tp,o,trdBlk,resC,resT) 'The price of the reserve of the different reserve classes and types ($/MW)' - ReserveOfferMaximum(tp,o,trdBlk,resC,resT) 'The maximum MW offered reserve for the different reserve classes and types (MW)' -* Demand - NodeDemand(tp,n) 'Nodal demand for the current trading period in MW' -* Bid - PurchaseBidMW(tp,bd,trdBlk) 'Purchase bid block in MW' - PurchaseBidPrice(tp,bd,trdBlk) 'Purchase bid price in $/MW' - PurchaseBidILRMW(tp,bd,trdBlk,resC) 'Purchase bid ILR block in MW for the different reserve classes' - PurchaseBidILRPrice(tp,bd,trdBlk,resC) 'Purchase bid ILR price in $/MW for the different reserve classes' -* Network - branchCapacity(tp,br,fd) 'MW capacity of a branch for the current trading period' - branchResistance(tp,br) 'Resistance of the a branch for the current trading period in per unit' - branchSusceptance(tp,br) 'Susceptance (inverse of reactance) of a branch for the current trading period in per unit' - branchFixedLoss(tp,br) 'Fixed loss of the a branch for the current trading period in MW' - branchLossBlocks(tp,br) 'Number of blocks in the loss curve for the a branch in the current trading period' - lossSegmentMW(tp,br,los,fd) 'MW capacity of each loss segment' - lossSegmentFactor(tp,br,los,fd) 'Loss factor of each loss segment' - ACBranchLossMW(tp,br,los,fd) 'MW element of the loss segment curve in MW' - ACBranchLossFactor(tp,br,los,fd) 'Loss factor element of the loss segment curve' - HVDCBreakPointMWFlow(tp,br,bp,fd) 'Value of power flow on the HVDC at the break point' - HVDCBreakPointMWLoss(tp,br,bp,fd) 'Value of variable losses on the HVDC at the break point' - NodeBusAllocationFactor(tp,n,b) 'Allocation factor of market node to bus for the current trade period' - BusElectricalIsland(tp,b) 'Bus electrical island status for the current trade period (0 = Dead)' -* Flag to allow roundpower on the HVDC link - AllowHVDCRoundpower(tp) 'Flag to allow roundpower on the HVDC (1 = Yes)' -* Risk/Reserve - ReserveClassGenerationMaximum(tp,o,resC) 'MW used to determine factor to adjust maximum reserve of a reserve class' - ReserveMaximumFactor(tp,o,resC) 'Factor to adjust the maximum reserve of the different classes for the different offers' - IslandRiskAdjustmentFactor(tp,ild,resC,riskC) 'Risk adjustment factor for each island, reserve class and risk class' - FreeReserve(tp,ild,resC,riskC) 'MW free reserve for each island, reserve class and risk class' - HVDCpoleRampUp(tp,ild,resC,riskC) 'HVDC pole MW ramp up capability for each island, reserve class and risk class' - IslandMinimumRisk(tp,ild,resC,riskC) 'Minimum MW risk level for each island for each reserve class and risk class' -* HVDC secondary risk parameters - HVDCSecRiskEnabled(tp,ild,riskC) 'Flag indicating if the HVDC secondary risk is enabled (1 = Yes)' - HVDCSecRiskSubtractor(tp,ild) 'Ramp up capability on the HVDC pole that is not the secondary risk' - HVDCSecIslandMinimumRisk(tp,ild,resC,riskC) 'Minimum risk in each island for the HVDC secondary risk' - -* NMIR parameters -* The follwing are new input for NMIR - reserveRoundPower(tp,resC) 'Database flag that disables round power under certain circumstances' - reserveShareEnabled(tp,resC) 'Database flag if reserve class resC is sharable' - modulationRiskClass(tp,riskC) 'HVDC energy modulation due to frequency keeping action' - roundPower2MonoLevel(tp) 'HVDC sent value above which one pole is stopped and therefore FIR cannot use round power' - bipole2MonoLevel(tp) 'HVDC sent value below which one pole is available to start in the opposite direction and therefore SIR can use round power' - MonopoleMinimum(tp) 'The lowest level that the sent HVDC sent can ramp down to when round power is not available.' - HVDCControlBand(tp,rd) 'Modulation limit of the HVDC control system apply to each HVDC direction' - HVDClossScalingFactor(tp) 'Losses used for full voltage mode are adjusted by a factor of (700/500)^2 for reduced voltage operation' - sharedNFRFactor(tp) 'Factor that is applied to [sharedNFRLoad - sharedNFRLoadOffset] as part of the calculation of sharedNFRMax' - sharedNFRLoadOffset(tp,ild) 'Island load that does not provide load damping, e.g., Tiwai smelter load in the South Island. Subtracted from the sharedNFRLoad in the calculation of sharedNFRMax.' - effectiveFactor(tp,ild,resC,riskC) 'Estimate of the effectiveness of the shared reserve once it has been received in the risk island.' - RMTReserveLimitTo(tp,ild,resC) 'The shared reserve limit used by RMT when it calculated the NFRs. Applied as a cap to the value that is calculated for SharedNFRMax.' -* The follwing are calculated parameters for NMIR - reserveShareEnabledOverall(tp) 'An internal parameter based on the FIR and SIR enabled, and used as a switch in various places' - modulationRisk(tp) 'Max of HVDC energy modulation due to frequency keeping action' - roPwrZoneExit(tp,resC) 'Above this point there is no guarantee that HVDC sent can be reduced below MonopoleMinimum.' - sharedNFRLoad(tp,ild) 'Island load, calculated in pre-processing from the required load and the bids. Used as an input to the calculation of SharedNFRMax.' - sharedNFRMax(tp,ild) 'Amount of island free reserve that can be shared through HVDC' - numberOfPoles(tp,ild) 'Number of HVDC poles avaialbe to send energy from an island' - monoPoleCapacity(tp,ild,br) 'Maximum capacity of monopole defined by min of branch capacity and monopole constraint RHS' - biPoleCapacity(tp,ild) 'Maximum capacity of bipole defined by bipole constraint RHS' - HVDCMax(tp,ild) 'Max HVDC flow based on available poles and branch group constraints RHS' - HVDCCapacity(tp,ild) 'Total sent capacity of HVDC based on available poles' - HVDCResistance(tp,ild) 'Estimated resistance of HVDC flow sent from an island' - HVDClossSegmentMW(tp,ild,los) 'MW capacity of each loss segment applied to aggregated HVDC capacity' - HVDClossSegmentFactor(tp,ild,los) 'Loss factor of each loss segment applied to to aggregated HVDC loss' - HVDCSentBreakPointMWFlow(tp,ild,los) 'Value of total HVDC sent power flow at the break point --> lambda segment loss model' - HVDCSentBreakPointMWLoss(tp,ild,los) 'Value of ariable losses of the total HVDC sent at the break point --> lambda segment loss model' - HVDCReserveBreakPointMWFlow(tp,ild,los) 'Value of total HVDC sent power flow + reserve at the break point --> lambda segment loss model' - HVDCReserveBreakPointMWLoss(tp,ild,los) 'Value of post-contingent variable HVDC losses at the break point --> lambda segment loss model' -* The follwing are flag and scalar for testing - UseShareReserve 'Flag to indicate if the reserve share is applied' - BigM 'Big M value to be applied for single active segment HVDC loss model' /10000/ -* NMIR parameters end - -* Branch constraint - BranchConstraintFactors(tp,brCstr,br) 'Branch security constraint factors (sensitivities) for the current trading period' - BranchConstraintSense(tp,brCstr) 'Branch security constraint sense for the current trading period (-1:<=, 0:= 1:>=)' - BranchConstraintLimit(tp,brCstr) 'Branch security constraint limit for the current trading period' -* AC node constraint - ACnodeConstraintFactors(tp,ACnodeCstr,n) 'AC node security constraint factors (sensitivities) for the current trading period' - ACnodeConstraintSense(tp,ACnodeCstr) 'AC node security constraint sense for the current trading period (-1:<=, 0:= 1:>=)' - ACnodeConstraintLimit(tp,ACnodeCstr) 'AC node security constraint limit for the current trading period' -* Market node constraint - MNodeEnergyOfferConstraintFactors(tp,MnodeCstr,o) 'Market node energy offer constraint factors for the current trading period' - MNodeReserveOfferConstraintFactors(tp,MnodeCstr,o,resC,resT) 'Market node reserve offer constraint factors for the current trading period' - MNodeEnergyBidConstraintFactors(tp,MnodeCstr,bd) 'Market node energy bid constraint factors for the current trading period' - MNodeILReserveBidConstraintFactors(tp,MnodeCstr,bd,resC) 'Market node IL reserve bid constraint factors for the current trading period' - MNodeConstraintSense(tp,MnodeCstr) 'Market node constraint sense for the current trading period' - MNodeConstraintLimit(tp,MnodeCstr) 'Market node constraint limit for the current trading period' -* Mixed constraint - useMixedConstraint(tp) 'Flag indicating use of the mixed constraint formulation (1 = Yes)' - Type1MixedConstraintSense(tp,t1MixCstr) 'Type 1 mixed constraint sense' - Type1MixedConstraintLimit1(tp,t1MixCstr) 'Type 1 mixed constraint limit 1' - Type1MixedConstraintLimit2(tp,t1MixCstr) 'Type 1 mixed constraint alternate limit (limit 2)' - Type2MixedConstraintSense(tp,t2MixCstr) 'Type 2 mixed constraint sense' - Type2MixedConstraintLimit(tp,t2MixCstr) 'Type 2 mixed constraint limit' -* Generic constraint - GenericEnergyOfferConstraintFactors(tp,gnrcCstr,o) 'Generic constraint energy offer factors for the current trading period' - GenericReserveOfferConstraintFactors(tp,gnrcCstr,o,resC,resT) 'Generic constraint reserve offer factors for the current trading period' - GenericEnergyBidConstraintFactors(tp,gnrcCstr,bd) 'Generic constraint energy bid factors for the current trading period' - GenericILReserveBidConstraintFactors(tp,gnrcCstr,bd,resC) 'Generic constraint IL reserve bid factors for the current trading period' - GenericBranchConstraintFactors(tp,gnrcCstr,br) 'Generic constraint branch factors for the current trading period' - GenericConstraintSense(tp,gnrcCstr) 'Generic constraint sense for the current trading period' - GenericConstraintLimit(tp,gnrcCstr) 'Generic constraint limit for the current trading period' -* Violation penalties - DeficitReservePenalty(resC) '6s and 60s reserve deficit violation penalty' -* Different CVPs defined for CE and ECE - DeficitReservePenalty_CE(resC) '6s and 60s CE reserve deficit violation penalty' - DeficitReservePenalty_ECE(resC) '6s and 60s ECE reserve deficit violation penalty' -* Post-processing - useBranchFlowMIP(tp) 'Flag to indicate if integer constraints are needed in the branch flow model: 1 = Yes' - useMixedConstraintMIP(tp) 'Flag to indicate if integer constraints are needed in the mixed constraint formulation: 1 = Yes' -* Virtual reserve - virtualReserveMax(tp,ild,resC) 'Maximum MW of virtual reserve offer in each island for each reserve class' - virtualReservePrice(tp,ild,resC) 'Price of virtual reserve offer in each island for each reserve class' - -* Real Time Pricing - Calculated parameters - InitialLoad(tp,n) 'Value that represents the Pnode load MW at the start of the solution interval. Depending on the inputs this value will be either actual load, an operator applied override or an estimated initial load' - LoadIsScalable(tp,n) 'Binary value. If True then the Pnode InitialLoad will be scaled in order to calculate nodedemand, if False then Pnode InitialLoad will be directly assigned to nodedemand' - LoadScalingFactor(tp,ild) 'Island-level scaling factor applied to InitialLoad in order to calculate nodedemand' - TargetTotalLoad(tp,ild) 'Island-level MW load forecast' - LoadCalcLosses(tp,ild) 'Island-level MW losses used to calculate the Island-level load forecast from the InputIPS and the IslandPSD. 1st loop --> InitialLosses, 2nd solve loop --> SystemLosses as calculated in section 6.3' - EstimatedInitialLoad(tp,n) 'Calculated estimate of initial MW load, available to be used as an alternative to InputInitialLoad' - EstScalingFactor(tp,ild) 'Scaling applied to ConformingFactor load MW in order to calculate EstimatedInitialLoad' - EstLoadIsScalable(tp,n) 'Binary value. If True then ConformingFactor load MW will be scaled in order to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be assigned directly to EstimatedInitialLoad' - EstNonScalableLoad(tp,n) 'For a non-conforming Pnode this will be the NonConformingLoad MW input, for a conforming Pnode this will be the ConformingFactor MW input if that value is negative, otherwise it will be zero' - EstScalableLoad(tp,n) 'For a non-conforming Pnode this value will be zero. For a conforming Pnode this value will be the ConformingFactor if it is non-negative, otherwise this value will be zero' - - ; - -Scalars -* Violation penalties -* These violation penalties are not specified in the model formulation document (ver.4.3) but are specified in the -* document "Resolving Infeasibilities & High Spring Washer Price situations - an overview" available at www.systemoperator.co.nz/n2766,264.html - deficitBusGenerationPenalty 'Bus deficit violation penalty' - surplusBusGenerationPenalty 'Bus surplus violation penalty' - deficitBrCstrPenalty 'Deficit branch group constraint violation penalty' - surplusBrCstrPenalty 'Surplus branch group constraint violation penalty' - deficitGnrcCstrPenalty 'Deficit generic constraint violation penalty' - surplusGnrcCstrPenalty 'Surplus generic constraint violation penalty' - DeficitRampRatePenalty 'Deficit ramp rate violation penalty' - SurplusRampRatePenalty 'Surplus ramp rate violation penalty' - deficitACnodeCstrPenalty 'AC node constraint deficit penalty' - surplusACnodeCstrPenalty 'AC node constraint surplus penalty' - deficitBranchFlowPenalty 'Deficit branch flow violation penalty' - surplusBranchFlowPenalty 'Surplus branch flow violation penalty' - deficitMnodeCstrPenalty 'Deficit market node constraint violation penalty' - surplusMnodeCstrPenalty 'Surplus market node constraint violation penalty' - deficitT1MixCstrPenalty 'Type 1 deficit mixed constraint violation penalty' - surplusT1MixCstrPenalty 'Type 1 surplus mixed constraint violation penalty' -* Mixed constraint - MixedConstraintBigNumber 'Big number used in the definition of the integer variables for mixed constraints' /1000 / - useMixedConstraintRiskOffset 'Use the risk offset calculation based on mixed constraint formulation (1= Yes)' -* Separate flag for the CE and ECE CVP - DiffCeECeCVP 'Flag to indicate if the separate CE and ECE CVP is applied' - usePrimSecGenRiskModel 'Flag to use the revised generator risk model for generators with primary and secondary offers' - useDSBFDemandBidModel 'Flag to use the demand model defined under demand-side bidding and forecasting (DSBF) - only applied for PRSS and PRSL run' - ; - - -*=================================================================================== -* 3. Declare model variables and constraints, and initialise constraints -*=================================================================== ================ - -* VARIABLES - UPPER CASE -* Equations, parameters and everything else - lower or mixed case - -* Model formulation originally based on the SPD model formulation version 4.3 (15 Feb 2008) and amended as indicated - -Variables - NETBENEFIT 'Defined as the difference between the consumer surplus and producer costs adjusted for penalty costs' -* Risk - ISLANDRISK(tp,ild,resC,riskC) 'Island MW risk for the different reserve and risk classes' - GENISLANDRISK(tp,ild,o,resC,riskC) 'Island MW risk for different risk setting generators' - GENISLANDRISKGROUP(tp,ild,rg,resC,riskC) 'Island MW risk for different risk group - SPD version 11.0' - HVDCGENISLANDRISK(tp,ild,o,resC,riskC) 'Island MW risk for different risk setting generators + HVDC' - HVDCMANISLANDRISK(tp,ild,resC,riskC) 'Island MW risk for manual risk + HVDC' - HVDCREC(tp,ild) 'Total net pre-contingent HVDC MW flow received at each island' - RISKOFFSET(tp,ild,resC,riskC) 'MW offset applied to the raw risk to account for HVDC pole rampup, AUFLS, free reserve and non-compliant generation' - -* NMIR free variables - HVDCRESERVESENT(tp,ild,resC,rd) 'Total net post-contingent HVDC MW flow sent from an island applied to each reserve class' - HVDCRESERVELOSS(tp,ild,resC,rd) 'Post-contingent HVDC loss of energy + reserve sent from an island applied to each reserve class' -* NMIR free variables end - -* Network - ACNODENETINJECTION(tp,b) 'MW injection at buses corresponding to AC nodes' - ACBRANCHFLOW(tp,br) 'MW flow on undirected AC branch' - ACNODEANGLE(tp,b) 'Bus voltage angle' -* Mixed constraint variables - MIXEDCONSTRAINTVARIABLE(tp,t1MixCstr) 'Mixed constraint variable' - -* Demand bids can be either positive or negative from v6.0 of SPD formulation (with DSBF) -* The lower bound of the free variable is updated in vSPDSolve.gms to allow backward compatibility -* Note the formulation now refers to this as Demand. So Demand (in SPD formulation) = Purchase (in vSPD code) - PURCHASE(tp,bd) 'Total MW purchase scheduled' - PURCHASEBLOCK(tp,bd,trdBlk) 'MW purchase scheduled from the individual trade blocks of a bid' - - ; - -Positive variables -* system cost and benefit - SYSTEMBENEFIT(tp) 'Total purchase bid benefit by period' - SYSTEMCOST(tp) 'Total generation and reserve costs by period' - SYSTEMPENALTYCOST(tp) 'Total violation costs by period' - TOTALPENALTYCOST 'Total violation costs' -* Generation - GENERATION(tp,o) 'Total MW generation scheduled from an offer' - GENERATIONBLOCK(tp,o,trdBlk) 'MW generation scheduled from the individual trade blocks of an offer' -* Purchase - PURCHASEILR(tp,bd,resC) 'Total MW ILR provided by purchase bid for the different reserve classes' - PURCHASEILRBLOCK(tp,bd,trdBlk,resC) 'MW ILR provided by purchase bid for individual trade blocks for the different reserve classes' -* Reserve - RESERVE(tp,o,resC,resT) 'MW Reserve scheduled from an offer' - RESERVEBLOCK(tp,o,trdBlk,resC,resT) 'MW Reserve scheduled from the individual trade blocks of an offer' - ISLANDRESERVE(tp,ild,resC) 'Total island cleared reserve' -* NMIR positive variables - SHAREDNFR(tp,ild) 'Amount of free load reserve being shared from an island' - SHAREDRESERVE(tp,ild,resC) 'Amount of cleared reserve from an island being shared to the other island' - HVDCSENT(tp,ild) 'Directed pre-contingent HVDC MW flow sent from each island' - HVDCSENTLOSS(tp,ild) 'Energy loss for HVDC flow sent from an island' - RESERVESHAREEFFECTIVE(tp,ild,resC,riskC) 'Effective shared reserve received at island after adjusted for losses and effectiveness factor' - RESERVESHARERECEIVED(tp,ild,resC,rd) 'Directed shared reserve received at island after adjusted for losses' - RESERVESHARESENT(tp,ild,resC,rd) 'Directed shared reserve sent from and island' - RESERVESHAREPENALTY(tp) 'Penalty cost for excessive reserve sharing' -* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY - RESERVESHAREEFFECTIVE_CE(tp,ild,resC) 'Max effective shared reserve for CE risk received at island after adjusted for losses and effectiveness factor' - RESERVESHAREEFFECTIVE_ECE(tp,ild,resC) 'Max effective shared reserve for ECE risk received at island after adjusted for losses and effectiveness factor' -* NMIR positive variables end -* Network - HVDCLINKFLOW(tp,br) 'MW flow at the sending end scheduled for the HVDC link' - HVDCLINKLOSSES(tp,br) 'MW losses on the HVDC link' - LAMBDA(tp,br,bp) 'Non-negative weight applied to the breakpoint of the HVDC link' - ACBRANCHFLOWDIRECTED(tp,br,fd) 'MW flow on the directed branch' - ACBRANCHLOSSESDIRECTED(tp,br,fd) 'MW losses on the directed branch' - ACBRANCHFLOWBLOCKDIRECTED(tp,br,los,fd) 'MW flow on the different blocks of the loss curve' - ACBRANCHLOSSESBLOCKDIRECTED(tp,br,los,fd) 'MW losses on the different blocks of the loss curve' -* Violations - DEFICITBUSGENERATION(tp,b) 'Deficit generation at a bus in MW' - SURPLUSBUSGENERATION(tp,b) 'Surplus generation at a bus in MW' - DEFICITRESERVE(tp,ild,resC) 'Deficit reserve generation in each island for each reserve class in MW' - DEFICITBRANCHSECURITYCONSTRAINT(tp,brCstr) 'Deficit branch security constraint in MW' - SURPLUSBRANCHSECURITYCONSTRAINT(tp,brCstr) 'Surplus branch security constraint in MW' - DEFICITRAMPRATE(tp,o) 'Deficit ramp rate in MW' - SURPLUSRAMPRATE(tp,o) 'Surplus ramp rate in MW' - DEFICITACnodeCONSTRAINT(tp,ACnodeCstr) 'Deficit in AC node constraint in MW' - SURPLUSACnodeCONSTRAINT(tp,ACnodeCstr) 'Surplus in AC node constraint in MW' - DEFICITBRANCHFLOW(tp,br) 'Deficit branch flow in MW' - SURPLUSBRANCHFLOW(tp,br) 'Surplus branch flow in MW' - DEFICITMNODECONSTRAINT(tp,MnodeCstr) 'Deficit market node constraint in MW' - SURPLUSMNODECONSTRAINT(tp,MnodeCstr) 'Surplus market node constraint in MW' - DEFICITTYPE1MIXEDCONSTRAINT(tp,t1MixCstr) 'Type 1 deficit mixed constraint in MW' - SURPLUSTYPE1MIXEDCONSTRAINT(tp,t1MixCstr) 'Type 1 surplus mixed constraint in MW' - SURPLUSGENERICCONSTRAINT(tp,gnrcCstr) 'Surplus generic constraint in MW' - DEFICITGENERICCONSTRAINT(tp,gnrcCstr) 'Deficit generic constraint in MW' -* Seperate CE and ECE violation variables to support different CVPs for CE and ECE - DEFICITRESERVE_CE(tp,ild,resC) 'Deficit CE reserve generation in each island for each reserve class in MW' - DEFICITRESERVE_ECE(tp,ild,resC) 'Deficit ECE reserve generation in each island for each reserve class in MW' -* Scarcity pricing updates - VIRTUALRESERVE(tp,ild,resC) 'MW scheduled from virtual reserve' - ; - -Binary variables - MIXEDCONSTRAINTLIMIT2SELECT(tp,t1MixCstr) 'Binary decision variable used to detect if limit 2 should be selected for mixed constraints' -* NMIR binary variables - HVDCSENDING(tp,ild) 'Binary variable indicating if island ild is the sending end of the HVDC flow. 1 = Yes.' - INZONE(tp,ild,resC,z) 'Binary variable (1 = Yes ) indicating if the HVDC flow is in a zone (z) that facilitates the appropriate quantity of shared reserves in the reverse direction to the HVDC sending island ild for reserve class resC.' - HVDCSENTINSEGMENT(tp,ild,los) 'Binary variable to decide which loss segment HVDC flow sent from an island falling into --> active segment loss model' -* NMIR binary variables end - ; - -SOS1 Variables - ACBRANCHFLOWDIRECTED_INTEGER(tp,br,fd) 'Integer variables used to select branch flow direction in the event of circular branch flows (3.8.1)' - HVDCLINKFLOWDIRECTION_INTEGER(tp,fd) 'Integer variables used to select the HVDC branch flow direction on in the event of S->N (forward) and N->S (reverse) flows (3.8.2)' -* Integer varaible to prevent intra-pole circulating branch flows - HVDCPOLEFLOW_INTEGER(tp,pole,fd) 'Integer variables used to select the HVDC pole flow direction on in the event of circulating branch flows within a pole' - ; - -SOS2 Variables - LAMBDAINTEGER(tp,br,bp) 'Integer variables used to enforce the piecewise linear loss approxiamtion on the HVDC links' -* NMIR SOS2 variables - LAMBDAHVDCENERGY(tp,ild,bp) 'Integer variables used to enforce the piecewise linear loss approxiamtion on the HVDC links' - LAMBDAHVDCRESERVE(tp,ild,resC,rd,rsbp) 'Integer variables used to enforce the piecewise linear loss approxiamtion on the HVDC links' -* NMIR SOS2 variables end - ; - - -Equations - ObjectiveFunction 'Objective function of the dispatch model (4.1.1.1)' -* Offer and purchase definitions - GenerationOfferDefintion(tp,o) 'Definition of generation provided by an offer (3.1.1.2)' - GenerationRampUp(tp,o) 'Maximum movement of the generator upwards due to up ramp rate (3.7.1.1)' - GenerationRampDown(tp,o) 'Maximum movement of the generator downwards due to down ramp rate (3.7.1.2)' - PurchaseBidDefintion(tp,bd) 'Definition of purchase provided by a bid (3.1.1.5)' -* Change to demand bids - End -* Network - HVDClinkMaximumFlow(tp,br) 'Maximum flow on each HVDC link (3.2.1.1)' - HVDClinkLossDefinition(tp,br) 'Definition of losses on the HVDC link (3.2.1.2)' - HVDClinkFlowDefinition(tp,br) 'Definition of MW flow on the HVDC link (3.2.1.3)' - HVDClinkFlowIntegerDefinition1(tp) 'Definition of the integer HVDC link flow variable (3.8.2a)' - HVDClinkFlowIntegerDefinition2(tp,fd) 'Definition of the integer HVDC link flow variable (3.8.2b)' -* Additional constraints for the intra-pole circulating branch flows - HVDClinkFlowIntegerDefinition3(tp,pole) 'Definition of the HVDC pole integer varaible to prevent intra-pole circulating branch flows (3.8.2c)' - HVDClinkFlowIntegerDefinition4(tp,pole,fd) 'Definition of the HVDC pole integer varaible to prevent intra-pole circulating branch flows (3.8.2d)' - - LambdaDefinition(tp,br) 'Definition of weighting factor (3.2.1.4)' - LambdaIntegerDefinition1(tp,br) 'Definition of weighting factor when branch integer constraints are needed (3.8.3a)' - LambdaIntegerDefinition2(tp,br,los) 'Definition of weighting factor when branch integer constraints are needed (3.8.3b)' - - DCNodeNetInjection(tp,b) 'Definition of the net injection at buses corresponding to HVDC nodes (3.2.1.6)' - ACnodeNetInjectionDefinition1(tp,b) '1st definition of the net injection at buses corresponding to AC nodes (3.3.1.1)' - ACnodeNetInjectionDefinition2(tp,b) '2nd definition of the net injection at buses corresponding to AC nodes (3.3.1.2)' - ACBranchMaximumFlow(tp,br,fd) 'Maximum flow on the AC branch (3.3.1.3)' - ACBranchFlowDefinition(tp,br) 'Relationship between directed and undirected branch flow variables (3.3.1.4)' - LinearLoadFlow(tp,br) 'Equation that describes the linear load flow (3.3.1.5)' - ACBranchBlockLimit(tp,br,los,fd) 'Limit on each AC branch flow block (3.3.1.6)' - ACDirectedBranchFlowDefinition(tp,br,fd) 'Composition of the directed branch flow from the block branch flow (3.3.1.7)' - ACBranchLossCalculation(tp,br,los,fd) 'Calculation of the losses in each loss segment (3.3.1.8)' - ACDirectedBranchLossDefinition(tp,br,fd) 'Composition of the directed branch losses from the block branch losses (3.3.1.9)' - ACDirectedBranchFlowIntegerDefinition1(tp,br) 'Integer constraint to enforce a flow direction on loss AC branches in the presence of circular branch flows or non-physical losses (3.8.1a)' - ACDirectedBranchFlowIntegerDefinition2(tp,br,fd) 'Integer constraint to enforce a flow direction on loss AC branches in the presence of circular branch flows or non-physical losses (3.8.1b)' -* Risk - RiskOffsetCalculation_DCCE(tp,ild,resC,riskC) 'Calculation of the risk offset variable for the DCCE risk class. Suppress this when suppressMixedConstraint flag is true (3.4.1.2)' - RiskOffsetCalculation_DCECE(tp,ild,resC,riskC) 'Calculation of the risk offset variable for the DCECE risk class. Suppress this when suppressMixedConstraint flag is true (3.4.1.4)' - RiskOffsetCalculation(tp,t1MixCstr,ild,resC,riskC) 'Risk offset definition. Suppress this when suppressMixedConstraint flag is true (3.4.1.5 - v4.4)' - HVDCIslandRiskCalculation(tp,ild,resC,riskC) 'Calculation of the island risk for a DCCE and DCECE (3.4.1.1)' - HVDCRecCalculation(tp,ild) 'Calculation of the net received HVDC MW flow into an island (3.4.1.5)' - GenIslandRiskCalculation(tp,ild,o,resC,riskC) 'Calculation of the island risk for risk setting generators (3.4.1.6)' - GenIslandRiskCalculation_1(tp,ild,o,resC,riskC) 'Calculation of the island risk for risk setting generators (3.4.1.6)' - ManualIslandRiskCalculation(tp,ild,resC,riskC) 'Calculation of the island risk based on manual specifications (3.4.1.7)' - HVDCIslandSecRiskCalculation_GEN(tp,ild,o,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to an AC risk (3.4.1.8)' - HVDCIslandSecRiskCalculation_GEN_1(tp,ild,o,resC,riskC)'Calculation of the island risk for an HVDC secondary risk to an AC risk (3.4.1.8)' - HVDCIslandSecRiskCalculation_Manual(tp,ild,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to a manual risk (3.4.1.9)' - HVDCIslandSecRiskCalculation_Manu_1(tp,ild,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to a manual risk (3.4.1.9)' - GenIslandRiskGroupCalculation(tp,ild,rg,resC,riskC) 'Calculation of the island risk of risk group (3.4.1.10) - SPD version 11.0' - GenIslandRiskGroupCalculation_1(tp,ild,rg,resC,riskC) 'Calculation of the risk of risk group (3.4.1.10) - SPD version 11.0' -* Reserve - PLSRReserveProportionMaximum(tp,o,trdBlk,resC,resT) 'Maximum PLSR as a proportion of the block MW (3.4.2.1)' - ReserveOfferDefinition(tp,o,resC,resT) 'Definition of the reserve offers of different classes and types (3.4.2.3a)' - ReserveDefinitionPurchaseBid(tp,bd,resC) 'Definition of the ILR reserve provided by purchase bids (3.4.2.3b)' - EnergyAndReserveMaximum(tp,o,resC) 'Definition of maximum energy and reserves from each generator (3.4.2.4)' - PurchaseBidReserveMaximum(tp,bd,resC) 'Maximum ILR provided by purchase bids (3.4.2.5)' -* General NMIR equations - EffectiveReserveShareCalculation(tp,ild,resC,riskC) 'Calculation of effective shared reserve (3.4.2.1)' - SharedReserveLimitByClearedReserve(tp,ild,resC) 'Shared offered reserve is limited by cleared reserved (3.4.2.2)' - BothClearedAndFreeReserveCanBeShared(tp,ild,resC,rd) 'Shared reserve is covered by cleared reserved and shareable free reserve (3.4.2.4)' - ReserveShareSentLimitByHVDCControlBand(tp,ild,resC,rd) 'Reserve share sent from an island is limited by HVDC control band (3.4.2.5)' - FwdReserveShareSentLimitByHVDCCapacity(tp,ild,resC,rd) 'Forward reserve share sent from an island is limited by HVDC capacity (3.4.2.6)' - ReverseReserveOnlyToEnergySendingIsland(tp,ild,resC,rd) 'Shared reserve sent in reverse direction is possible only if the island is not sending energy through HVDC - (3.4.2.7)' - ReverseReserveShareLimitByHVDCControlBand(tp,ild,resC,rd) 'Reverse reserve share recieved at an island is limited by HVDC control band (3.4.2.8)' - ForwardReserveOnlyToEnergyReceivingIsland(tp,ild,resC,rd) 'Forward received reserve is possible if in the same direction of HVDC (3.4.2.9)' - ReverseReserveLimitInReserveZone(tp,ild,resC,rd,z) 'Reverse reserve constraint if HVDC sent flow in reverse zone (3.4.2.10)' - ZeroReserveInNoReserveZone(tp,ild,resC,z) 'No reverse reserve if HVDC sent flow in no reverse zone and no forward reserve if round power disabled (3.4.2.11) & (3.4.2.18)' - OnlyOneActiveHVDCZoneForEachReserveClass(tp,resC) 'Across both island, one and only one zone is active for each reserve class (3.4.2.12)' - ZeroSentHVDCFlowForNonSendingIsland(tp,ild) 'Directed HVDC sent from an island, if non-zero, must fall in a zone for each reserve class (3.4.2.13)' - RoundPowerZoneSentHVDCUpperLimit(tp,ild,resC,z) 'Directed HVDC sent from an island <= RoundPowerZoneExit level if in round power zone of that island (3.4.2.14)' - HVDCSendingIslandDefinition(tp,ild,resC) 'An island is HVDC sending island if HVDC flow sent is in one of the three zones for each reserve class (3.4.2.15)' - OnlyOneSendingIslandExists(tp) 'One and only one island is HVDC sending island (3.4.2.16)' - HVDCSentCalculation(tp,ild) 'Total HVDC sent from each island - (3.4.2.17) - SPD version 11.0' -* Lamda loss model - HVDCFlowAccountedForForwardReserve(tp,ild,resC,rd) 'HVDC flow sent from an island taking into account forward sent reserve (3.4.2.18) - SPD version 11.0' - ForwardReserveReceivedAtHVDCReceivingIsland(tp,ild,resC,rd) 'Forward reserve RECEIVED at an HVDC receiving island - (3.4.2.19) - SPD version 11.0' - HVDCFlowAccountedForReverseReserve(tp,ild,resC,rd) 'HVDC flow sent from an island taking into account reverse received reserve (3.4.2.20) - SPD version 11.0' - ReverseReserveReceivedAtHVDCSendingIsland(tp,ild,resC,rd) 'Reverse reserve RECEIVED at an HVDC sending island (3.4.2.21) - SPD version 11.0' - HVDCSentEnergyLambdaDefinition(tp,ild) 'Definition of weight factor for total HVDC energy sent from an island (3.4.2.22) - SPD version 11.0' - HVDCSentEnergyFlowDefinition(tp,ild) 'Lambda definition of total HVDC energy flow sent from an island (3.4.2.23) - SPD version 11.0' - HVDCSentEnergyLossesDefinition(tp,ild) 'Lambda definition of total loss of HVDC energy sent from an island (3.4.2.24) - SPD version 11.0' - HVDCSentReserveLambdaDefinition(tp,ild,resC,rd) 'Definition of weight factor for total HVDC+reserve sent from an island (3.4.2.25) - SPD version 11.0' - HVDCSentReserveFlowDefinition(tp,ild,resC,rd) 'Lambda definition of Reserse + Energy flow on HVDC sent from an island (3.4.2.26) - SPD version 11.0' - HVDCSentReserveLossesDefinition(tp,ild,resC,rd) 'Lambda definition of Reserse + Energy loss on HVDC sent from an island (3.4.2.27) - SPD version 11.0' -* Reserve share penalty - ExcessReserveSharePenalty(tp) 'Constraint to avoid excessive reserve share (3.4.2.28) - SPD version 11.0' -* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY - ReserveShareEffective_CE_Calculation(tp,ild,resC,riskC) 'Calculate max effective shared reserve for CE risk received at island (3.4.2.28)' - ReserveShareEffective_ECE_Calculation(tp,ild,resC,riskC) 'Calculate max effective shared reserve for ECE risk received at island (3.4.2.28)' - -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement(tp,ild,resC,riskC) 'Matching of reserve supply and demand (3.4.3.1)' - IslandReserveCalculation(tp,ild,resC) 'Calculate total island cleared reserve (3.4.3.2)' -* Branch security constraints - BranchSecurityConstraintLE(tp,brCstr) 'Branch security constraint with LE sense (3.5.1.5a)' - BranchSecurityConstraintGE(tp,brCstr) 'Branch security constraint with GE sense (3.5.1.5b)' - BranchSecurityConstraintEQ(tp,brCstr) 'Branch security constraint with EQ sense (3.5.1.5c)' -* AC node security constraints - ACnodeSecurityConstraintLE(tp,ACnodeCstr) 'AC node security constraint with LE sense (3.5.1.6a)' - ACnodeSecurityConstraintGE(tp,ACnodeCstr) 'AC node security constraint with GE sense (3.5.1.6b)' - ACnodeSecurityConstraintEQ(tp,ACnodeCstr) 'AC node security constraint with EQ sense (3.5.1.6c)' -* Market node security constraints - MNodeSecurityConstraintLE(tp,MnodeCstr) 'Market node security constraint with LE sense (3.5.1.7a)' - MNodeSecurityConstraintGE(tp,MnodeCstr) 'Market node security constraint with GE sense (3.5.1.7b)' - MNodeSecurityConstraintEQ(tp,MnodeCstr) 'Market node security constraint with EQ sense (3.5.1.7c)' -* Mixed constraints - Type1MixedConstraintLE(tp,t1MixCstr) 'Type 1 mixed constraint definition with LE sense (3.6.1.1a)' - Type1MixedConstraintGE(tp,t1MixCstr) 'Type 1 mixed constraint definition with GE sense (3.6.1.1b)' - Type1MixedConstraintEQ(tp,t1MixCstr) 'Type 1 mixed constraint definition with EQ sense (3.6.1.1c)' - Type2MixedConstraintLE(tp,t2MixCstr) 'Type 2 mixed constraint definition with LE sense (3.6.1.2a)' - Type2MixedConstraintGE(tp,t2MixCstr) 'Type 2 mixed constraint definition with GE sense (3.6.1.2b)' - Type2MixedConstraintEQ(tp,t2MixCstr) 'Type 2 mixed constraint definition with EQ sense (3.6.1.2c)' - Type1MixedConstraintLE_MIP(tp,t1MixCstr) 'Integer equivalent of type 1 mixed constraint definition with LE sense (3.6.1.1a_MIP)' - Type1MixedConstraintGE_MIP(tp,t1MixCstr) 'Integer equivalent of type 1 mixed constraint definition with GE sense (3.6.1.1b_MIP)' - Type1MixedConstraintEQ_MIP(tp,t1MixCstr) 'Integer equivalent of type 1 mixed constraint definition with EQ sense (3.6.1.1c_MIP)' - Type1MixedConstraintMIP(tp,t1MixCstr,br) 'Type 1 mixed constraint definition of alternate limit selection (integer)' -* Generic constraints - GenericSecurityConstraintLE(tp,gnrcCstr) 'Generic security constraint with LE sense' - GenericSecurityConstraintGE(tp,gnrcCstr) 'Generic security constraint with GE sense' - GenericSecurityConstraintEQ(tp,gnrcCstr) 'Generic security constraint with EQ sense' -* Violation cost - SystemCostDefinition(tp) 'Defined as the sum of the generation and reserve costs' - SystemBenefitDefinition(tp) 'Defined as the sum of the purcahse bid benefit' - SystemPenaltyCostDefinition(tp) 'Defined as the sum of the individual violation costs' - TotalViolationCostDefinition 'Deined as the sume of period violation cost' - ; - -* Objective function of the dispatch model (4.1.1.1) -ObjectiveFunction.. -NETBENEFIT -=e= - sum[ currTP, SYSTEMBENEFIT(currTP) - - SYSTEMCOST(currTP) - - SYSTEMPENALTYCOST(currTP) - - RESERVESHAREPENALTY(currTP) ] - -* the following prevents clearing more zero price reserve than required amount -- sum[ validReserveOfferBlock(currTP,o,trdBlk,resC,resT) - $ (ReserveOfferPrice(validReserveOfferBlock) = 0) - , 1e-6 * RESERVEBLOCK(validReserveOfferBlock) ] - ; - -* Defined as the sum of the individual violation costs -TotalViolationCostDefinition.. -TOTALPENALTYCOST -=e= - sum[ currTP, SYSTEMPENALTYCOST(currTP) ] - ; - -* Defined as the net sum of generation cost + reserve cost -SystemCostDefinition(currTP).. -SYSTEMCOST(currTP) -=e= - sum[ validGenerationOfferBlock(currTP,o,trdBlk) - , GENERATIONBLOCK(validGenerationOfferBlock) - * GenerationOfferPrice(validGenerationOfferBlock) ] -+ sum[ validReserveOfferBlock(currTP,o,trdBlk,resC,resT) - , RESERVEBLOCK(validReserveOfferBlock) - * ReserveOfferPrice(validReserveOfferBlock) ] -+ sum[ validPurchaseBidILRBlock(currTP,bd,trdBlk,resC) - , PURCHASEILRBLOCK(validPurchaseBidILRBlock) ] -+ sum[ (ild,resC) - , VIRTUALRESERVE(currTP,ild,resC) - * virtualReservePrice(currTP,ild,resC) ] - ; - -* Defined as the net sum of generation cost + reserve cost -SystemBenefitDefinition(currTP).. -SYSTEMBENEFIT(currTP) -=e= - sum[ validPurchaseBidBlock(currTP,bd,trdBlk) - , PURCHASEBLOCK(validPurchaseBidBlock) - * PurchaseBidPrice(validPurchaseBidBlock) ] - ; - -* Defined as the sum of the individual violation costs -SystemPenaltyCostDefinition(currTP).. -SYSTEMPENALTYCOST(currTP) -=e= - sum[ bus(currTP,b), deficitBusGenerationPenalty * DEFICITBUSGENERATION(bus) - + surplusBusGenerationPenalty * SURPLUSBUSGENERATION(bus) ] - -+ sum[ branch(currTP,br), surplusBranchFlowPenalty * SURPLUSBRANCHFLOW(branch) ] - -+ sum[ offer(currTP,o), deficitRampRatePenalty * DEFICITRAMPRATE(offer) - + surplusRampRatePenalty * SURPLUSRAMPRATE(Offer) ] - -+ sum[ ACnodeConstraint(currTP,ACnodeCstr) - , deficitACnodeCstrPenalty * DEFICITACnodeCONSTRAINT(ACnodeConstraint) - + surplusACnodeCstrPenalty * SURPLUSACnodeCONSTRAINT(ACnodeConstraint) ] - -+ sum[ BranchConstraint(currTP,brCstr) - , deficitBrCstrPenalty * DEFICITBRANCHSECURITYCONSTRAINT(currTP,brCstr) - + surplusBrCstrPenalty * SURPLUSBRANCHSECURITYCONSTRAINT(currTP,brCstr) ] - -+ sum[ MNodeConstraint(currTP,MnodeCstr) - , deficitMnodeCstrPenalty * DEFICITMNODECONSTRAINT(MNodeConstraint) - + surplusMnodeCstrPenalty * SURPLUSMNODECONSTRAINT(MNodeConstraint) ] - -+ sum[ Type1MixedConstraint(currTP,t1MixCstr) - , deficitT1MixCstrPenalty * DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) - + surplusT1MixCstrPenalty * SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) ] - -+ sum[ GenericConstraint(currTP,gnrcCstr) - , deficitGnrcCstrPenalty * DEFICITGENERICCONSTRAINT(GenericConstraint) - + surplusGnrcCstrPenalty * SURPLUSGENERICCONSTRAINT(GenericConstraint) ] -* Separate CE and ECE reserve deficity -+ sum[ (ild,resC) - , [DeficitReservePenalty(resC) * DEFICITRESERVE(currTP,ild,resC) ] - + [DeficitReservePenalty_CE(resC) * DEFICITRESERVE_CE(currTP,ild,resC) ] - + [DeficitReservePenalty_ECE(resC) * DEFICITRESERVE_ECE(currTP,ild,resC)] - ] - ; - - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== - -* Definition of generation provided by an offer (3.1.1.2) -GenerationOfferDefintion(offer(currTP,o)).. - GENERATION(offer) -=e= - sum[ validGenerationOfferBlock(offer,trdBlk), GENERATIONBLOCK(offer,trdBlk) ] - ; - -* Change constraint numbering. 3.1.1.5 in the SPD formulation v6.0 -* Definition of purchase provided by a bid (3.1.1.5) -PurchaseBidDefintion(bid(currTP,bd)).. - PURCHASE(bid) -=e= - sum[ validPurchaseBidBlock(bid,trdBlk), PURCHASEBLOCK(bid,trdBlk) ] - ; - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== - - - - -*======= HVDC TRANSMISSION EQUATIONS =========================================== - -* Maximum flow on each HVDC link (3.2.1.1) -HVDClinkMaximumFlow(HVDClink(currTP,br)) $ useHVDCbranchLimits .. - HVDCLINKFLOW(HVDClink) -=l= - sum[ fd $ ( ord(fd)=1 ), branchCapacity(HVDClink,fd) ] - ; - -* Definition of losses on the HVDC link (3.2.1.2) -HVDClinkLossDefinition(HVDClink(currTP,br)).. - HVDCLINKLOSSES(HVDClink) -=e= - sum[ validLossSegment(HVDClink,bp,fd) - , HVDCBreakPointMWLoss(HVDClink,bp,fd) * LAMBDA(HVDClink,bp) ] - ; - -* Definition of MW flow on the HVDC link (3.2.1.3) -HVDClinkFlowDefinition(HVDClink(currTP,br)).. - HVDCLINKFLOW(HVDClink) -=e= - sum[ validLossSegment(HVDClink,bp,fd) - , HVDCBreakPointMWFlow(HVDClink,bp,fd) * LAMBDA(HVDClink,bp) ] - ; - -* Definition of the integer HVDC link flow variable (3.8.2a) -* Not used if roundpower is allowed -HVDClinkFlowIntegerDefinition1(currTP) $ { UseBranchFlowMIP(currTP) and - resolveCircularBranchFlows and - (1-AllowHVDCRoundpower(currTP)) - }.. - sum[ fd, HVDCLINKFLOWDIRECTION_INTEGER(currTP,fd) ] -=e= - sum[ HVDCpoleDirection(HVDClink(currTP,br),fd), HVDCLINKFLOW(HVDClink) ] - ; - -* Definition of the integer HVDC link flow variable (3.8.2b) -* Not used if roundpower is allowed -HVDClinkFlowIntegerDefinition2(currTP,fd) $ { UseBranchFlowMIP(currTP) and - resolveCircularBranchFlows and - (1-AllowHVDCRoundpower(currTP)) - }.. - HVDCLINKFLOWDIRECTION_INTEGER(currTP,fd) -=e= - sum[ HVDCpoleDirection(HVDClink(currTP,br),fd), HVDCLINKFLOW(HVDClink) ] - ; - -* Definition of the integer HVDC pole flow variable for intra-pole circulating branch flows e (3.8.2c) -HVDClinkFlowIntegerDefinition3(currTP,pole) $ { UseBranchFlowMIP(currTP) and - resolveCircularBranchFlows }.. - sum[ br $ { HVDCpoles(currTP,br) - and HVDCpoleBranchMap(pole,br) } , HVDCLINKFLOW(currTP,br) ] -=e= - sum[ fd, HVDCPOLEFLOW_INTEGER(currTP,pole,fd) ] - ; - -* Definition of the integer HVDC pole flow variable for intra-pole circulating branch flows e (3.8.2d) -HVDClinkFlowIntegerDefinition4(currTP,pole,fd) $ { UseBranchFlowMIP(currTP) and - resolveCircularBranchFlows }.. - sum[ HVDCpoleDirection(HVDCpoles(currTP,br),fd) $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW(HVDCpoles) ] -=e= - HVDCPOLEFLOW_INTEGER(currTP,pole,fd) - ; - -* Definition of weighting factor (3.2.1.4) -LambdaDefinition(HVDClink(currTP,br)).. - sum(validLossSegment(HVDClink,bp,fd), LAMBDA(HVDClink,bp)) -=e= - 1 - ; - -* Definition of weighting factor when branch integer constraints are needed (3.8.3a) -LambdaIntegerDefinition1(HVDClink(currTP,br)) $ { UseBranchFlowMIP(currTP) and - resolveHVDCnonPhysicalLosses }.. - sum[ validLossSegment(HVDClink,bp,fd), LAMBDAINTEGER(HVDClink,bp) ] -=e= - 1 - ; - -* Definition of weighting factor when branch integer constraints are needed (3.8.3b) -LambdaIntegerDefinition2(HVDClink(currTP,br),bp) - $ { UseBranchFlowMIP(currTP) and resolveHVDCnonPhysicalLosses - and sum[ fd $ validLossSegment(HVDClink,bp,fd), 1] }.. - LAMBDAINTEGER(HVDClink,bp) -=e= - LAMBDA(HVDClink,bp) - ; - -* Definition of the net injection at the HVDC nodes (3.2.1.6) -DCNodeNetInjection(DCBus(currTP,b)).. - 0 -=e= - DEFICITBUSGENERATION(currTP,b) - SURPLUSBUSGENERATION(currTP,b) -+ sum[ HVDClinkReceivingBus(HVDClink(currTP,br),b), HVDCLINKFLOW(HVDClink) - - HVDCLINKLOSSES(HVDClink) - ] -- sum[ HVDClinkSendingBus(HVDClink(currTP,br),b), HVDCLINKFLOW(HVDClink) ] -- sum[ HVDClinkBus(HVDClink(currTP,br),b), 0.5* branchFixedLoss(HVDClink) ] - ; - -*======= HVDC TRANSMISSION EQUATIONS END ======================================= - - - - -*======= AC TRANSMISSION EQUATIONS ============================================= - -* 1st definition of the net injection at buses corresponding to AC nodes (3.3.1.1) -ACnodeNetInjectionDefinition1(ACBus(currTP,b)).. - ACNODENETINJECTION(currTP,b) -=e= - sum[ ACBranchSendingBus(ACBranch(currTP,br),b,fd) - , ACBRANCHFLOWDIRECTED(ACBranch,fd) - ] -- sum[ ACBranchReceivingBus(ACBranch(currTP,br),b,fd) - , ACBRANCHFLOWDIRECTED(ACBranch,fd) - ] - ; - -* 2nd definition of the net injection at buses corresponding to AC nodes (3.3.1.2) -ACnodeNetInjectionDefinition2(ACBus(currTP,b)).. - ACNODENETINJECTION(currTP,b) -=e= - sum[ offerNode(currTP,o,n) $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * GENERATION(currTP,o) ] -- sum[ BidNode(currTP,bd,n) $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * PURCHASE(currTP,bd) ] -- sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) ] -+ sum[ HVDClinkReceivingBus(HVDClink(currTP,br),b), HVDCLINKFLOW(HVDClink) ] -- sum[ HVDClinkReceivingBus(HVDClink(currTP,br),b), HVDCLINKLOSSES(HVDClink) ] -- sum[ HVDClinkSendingBus(HVDClink(currTP,br),b) , HVDCLINKFLOW(HVDClink) ] -- sum[ HVDClinkBus(HVDClink(currTP,br),b), 0.5 * branchFixedLoss(HVDClink) ] -- sum[ ACBranchReceivingBus(ACBranch(currTP,br),b,fd) - , i_branchReceivingEndLossProportion - * ACBRANCHLOSSESDIRECTED(ACBranch,fd) ] -- sum[ ACBranchSendingBus(ACBranch(currTP,br),b,fd) - , (1 - i_branchReceivingEndLossProportion) - * ACBRANCHLOSSESDIRECTED(ACBranch,fd) ] -- sum[ BranchBusConnect(ACBranch(currTP,br),b), 0.5*branchFixedLoss(ACBranch) ] -+ DEFICITBUSGENERATION(currTP,b) - SURPLUSBUSGENERATION(currTP,b) - ; - -* Maximum flow on the AC branch (3.3.1.3) - Modified for BranchcReverseRatings -ACBranchMaximumFlow(ACbranch(currTP,br),fd) $ useACbranchLimits.. - ACBRANCHFLOWDIRECTED(ACBranch,fd) - SURPLUSBRANCHFLOW(ACBranch) -=l= - branchCapacity(ACBranch,fd) - ; - -* Relationship between directed and undirected branch flow variables (3.3.1.4) -ACBranchFlowDefinition(ACBranch(currTP,br)).. - ACBRANCHFLOW(ACBranch) -=e= - sum[ fd $ (ord(fd) = 1), ACBRANCHFLOWDIRECTED(ACBranch,fd) ] -- sum[ fd $ (ord(fd) = 2), ACBRANCHFLOWDIRECTED(ACBranch,fd) ] - ; - -* Equation that describes the linear load flow (3.3.1.5) -LinearLoadFlow(ACBranch(currTP,br)).. - ACBRANCHFLOW(ACBranch) -=e= - branchSusceptance(ACBranch) - * sum[ BranchBusDefn(ACBranch,frB,toB) - , ACNODEANGLE(currTP,frB) - ACNODEANGLE(currTP,toB) ] - ; - -* Limit on each AC branch flow block (3.3.1.6) - Modified for BranchcReverseRatings -ACBranchBlockLimit(validLossSegment(ACBranch(currTP,br),los,fd)).. - ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) -=l= - ACBranchLossMW(ACBranch,los,fd) - ; - -* Composition of the directed branch flow from the block branch flow (3.3.1.7) -ACDirectedBranchFlowDefinition(ACBranch(currTP,br),fd).. - ACBRANCHFLOWDIRECTED(ACBranch,fd) -=e= - sum[ validLossSegment(ACBranch,los,fd) - , ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) ] - ; - -* Calculation of the losses in each loss segment (3.3.1.8) - Modified for BranchcReverseRatings -ACBranchLossCalculation(validLossSegment(ACBranch(currTP,br),los,fd)).. - ACBRANCHLOSSESBLOCKDIRECTED(ACBranch,los,fd) -=e= - ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) - * ACBranchLossFactor(ACBranch,los,fd) - ; - -* Composition of the directed branch losses from the block branch losses (3.3.1.9) -ACDirectedBranchLossDefinition(ACBranch(currTP,br),fd).. - ACBRANCHLOSSESDIRECTED(ACBranch,fd) -=e= - sum[ validLossSegment(ACBranch,los,fd) - , ACBRANCHLOSSESBLOCKDIRECTED(ACBranch,los,fd) ] - ; - -* Integer constraint to enforce a flow direction on loss AC branches in the -* presence of circular branch flows or non-physical losses (3.8.1a) -ACDirectedBranchFlowIntegerDefinition1(ACBranch(lossBranch(currTP,br))) - $ { UseBranchFlowMIP(currTP) and resolveCircularBranchFlows }.. - sum[ fd, ACBRANCHFLOWDIRECTED_INTEGER(ACBranch,fd) ] -=e= - sum[ fd, ACBRANCHFLOWDIRECTED(ACBranch,fd) ] - ; - -* Integer constraint to enforce a flow direction on loss AC branches in the -* presence of circular branch flows or non-physical losses (3.8.1b) -ACDirectedBranchFlowIntegerDefinition2(ACBranch(lossBranch(currTP,br)),fd) - $ { UseBranchFlowMIP(currTP) and resolveCircularBranchFlows }.. - ACBRANCHFLOWDIRECTED_INTEGER(ACBranch,fd) -=e= - ACBRANCHFLOWDIRECTED(ACBranch,fd) - ; - -*======= AC TRANSMISSION EQUATIONS END ========================================= - - - - -*======= RAMPING EQUATIONS ===================================================== - -* Maximum movement of the generator downwards due to up ramp rate (3.7.1.1) -GenerationRampUp(currTP,o) $ { PositiveEnergyOffer(currTP,o) - and ( not HasPrimaryOffer(currTP,o) ) }.. - sum[ o1 $ PrimarySecondaryOffer(currTP,o,o1), GENERATION(currTP,o1) ] -+ GENERATION(currTP,o) - DEFICITRAMPRATE(currTP,o) -=l= - GenerationEndUp(currTP,o) - ; - -* Maximum movement of the generator downwards due to down ramp rate (3.7.1.2) -GenerationRampDown(currTP,o) $ { PositiveEnergyOffer(currTP,o) - and ( not HasPrimaryOffer(currTP,o) ) }.. - sum[ o1 $ PrimarySecondaryOffer(currTP,o,o1), GENERATION(currTP,o1) ] -+ GENERATION(currTP,o) + SURPLUSRAMPRATE(currTP,o) -=g= - GenerationEndDown(currTP,o) - ; - -*======= RAMPING EQUATIONS END ================================================= - - - - -*======= RISK EQUATIONS ======================================================== - -* Calculation of the island risk for a DCCE and DCECE (3.4.1.1) -HVDCIslandRiskCalculation(currTP,ild,resC,HVDCrisk).. - ISLANDRISK(currTP,ild,resC,HVDCrisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,HVDCrisk) - * [ HVDCREC(currTP,ild) - - RISKOFFSET(currTP,ild,resC,HVDCrisk) -* SPD version 11.0 update - + modulationRiskClass(currTP,HVDCrisk) - ] - ; - -* Calculation of the risk offset variable for the DCCE risk class. -* This will be used when the useMixedConstraintRiskOffset flag is false (3.4.1.2) -RiskOffsetCalculation_DCCE(currTP,ild,resC,riskC) - $ { (not useMixedConstraintRiskOffset) and - HVDCrisk(riskC) and ContingentEvents(riskC) }.. - RISKOFFSET(currTP,ild,resC,riskC) -=e= - FreeReserve(currTP,ild,resC,riskC) + HVDCPoleRampUp(currTP,ild,resC,riskC) - ; - -* Calculation of the risk offset variable for the DCECE risk class. -* This will be used when the useMixedConstraintRiskOffset flag is false (3.4.1.4) -RiskOffsetCalculation_DCECE(currTP,ild,resC,riskC) - $ { (not useMixedConstraintRiskOffset) and HVDCrisk(riskC) and - ExtendedContingentEvent(riskC) }.. - RISKOFFSET(currTP,ild,resC,riskC) -=e= - FreeReserve(currTP,ild,resC,riskC) - ; - -* Risk offset definition (3.4.1.5) in old formulation (v4.4). -* Use this when the useMixedConstraintRiskOffset flag is set. -RiskOffsetCalculation(currTP,Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC)) - $ useMixedConstraintRiskOffset.. - RISKOFFSET(currTP,ild,resC,riskC) -=e= - MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) - ; - -* Calculation of the net received HVDC MW flow into an island (3.4.1.5) -HVDCRecCalculation(currTP,ild).. - HVDCREC(currTP,ild) -=e= - sum[ (b,br) $ { BusIsland(currTP,b,ild) - and HVDClinkSendingBus(currTP,br,b) - and HVDCPoles(currTP,br) - }, -HVDCLINKFLOW(currTP,br) - ] -+ sum[ (b,br) $ { BusIsland(currTP,b,ild) - and HVDClinkReceivingBus(currTP,br,b) - and HVDCPoles(currTP,br) - }, HVDCLINKFLOW(currTP,br) - HVDCLINKLOSSES(currTP,br) - ] - ; - -* Calculation of the risk of risk setting generators (3.4.1.6) -GenIslandRiskCalculation_1(currTP,ild,o,resC,GenRisk) - $ IslandRiskGenerator(currTP,ild,o).. - GENISLANDRISK(currTP,ild,o,resC,GenRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,GenRisk) - * [ GENERATION(currTP,o) - - FreeReserve(currTP,ild,resC,GenRisk) - + FKBand(currTP,o) - + sum[ resT, RESERVE(currTP,o,resC,resT) ] - + sum[ o1 $ {PrimarySecondaryOffer(currTP,o,o1) and UsePrimSecGenRiskModel} - , sum[ resT, RESERVE(currTP,o1,resC,resT) ] + GENERATION(currTP,o1) ] - ] -* NMIR update -- RESERVESHAREEFFECTIVE(currTP,ild,resC,GenRisk)$reserveShareEnabled(currTP,resC) - ; - -* Calculation of the island risk for risk setting generators (3.4.1.6) -GenIslandRiskCalculation(currTP,ild,o,resC,GenRisk) - $ IslandRiskGenerator(currTP,ild,o).. - ISLANDRISK(currTP,ild,resC,GenRisk) -=g= - GENISLANDRISK(currTP,ild,o,resC,GenRisk) - ; - -* Calculation of the island risk based on manual specifications (3.4.1.7) -ManualIslandRiskCalculation(currTP,ild,resC,ManualRisk).. - ISLANDRISK(currTP,ild,resC,ManualRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,ManualRisk) - * [ IslandMinimumRisk(currTP,ild,resC,ManualRisk) - - FreeReserve(currTP,ild,resC,ManualRisk) - ] -* NMIR update -- RESERVESHAREEFFECTIVE(currTP,ild,resC,ManualRisk)$reserveShareEnabled(currTP,resC) - ; - -* HVDC secondary risk calculation including the FKBand for generator primary risk -* Calculation of the island risk for an HVDC secondary risk to a generator risk (3.4.1.8) -HVDCIslandSecRiskCalculation_GEN_1(currTP,ild,o,resC,HVDCSecRisk) - $ { IslandRiskGenerator(currTP,ild,o) and - HVDCSecRiskEnabled(currTP,ild,HVDCSecRisk) }.. - HVDCGENISLANDRISK(currTP,ild,o,resC,HVDCSecRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,HVDCSecRisk) - * [ GENERATION(currTP,o) - - FreeReserve(currTP,ild,resC,HVDCSecRisk) - + HVDCREC(currTP,ild) - - HVDCSecRiskSubtractor(currTP,ild) - + FKBand(currTP,o) - + sum[ resT, RESERVE(currTP,o,resC,resT) ] - + sum[ o1 $ {PrimarySecondaryOffer(currTP,o,o1) and UsePrimSecGenRiskModel} - , sum[ resT, RESERVE(currTP,o1,resC,resT) ] + GENERATION(currTP,o1) ] -* SPD version 11.0 update - + modulationRiskClass(currTP,HVDCSecRisk) - ] - ; - -* HVDC secondary risk calculation including the FKBand for generator primary risk -* Calculation of the island risk for an HVDC secondary risk to a generator risk (3.4.1.8) -HVDCIslandSecRiskCalculation_GEN(currTP,ild,o,resC,HVDCSecRisk) - $ { IslandRiskGenerator(currTP,ild,o) and - HVDCSecRiskEnabled(currTP,ild,HVDCSecRisk) }.. - ISLANDRISK(currTP,ild,resC,HVDCSecRisk) -=g= - HVDCGENISLANDRISK(currTP,ild,o,resC,HVDCSecRisk) - ; - -* HVDC secondary risk calculation for manual primary risk -* Calculation of the island risk for an HVDC secondary risk to a manual risk (3.4.1.9) -HVDCIslandSecRiskCalculation_Manu_1(currTP,ild,resC,HVDCSecRisk) - $ HVDCSecRiskEnabled(currTP,ild,HVDCSecRisk).. - HVDCMANISLANDRISK(currTP,ild,resC,HVDCSecRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,HVDCSecRisk) - * [ HVDCSecIslandMinimumRisk(currTP,ild,resC,HVDCSecRisk) - - FreeReserve(currTP,ild,resC,HVDCSecRisk) - + HVDCREC(currTP,ild) - - HVDCSecRiskSubtractor(currTP,ild) -* SPD version 11.0 update - + modulationRiskClass(currTP,HVDCSecRisk) - ] - ; - -* HVDC secondary risk calculation for manual primary risk -* Calculation of the island risk for an HVDC secondary risk to a manual risk (3.4.1.9) -HVDCIslandSecRiskCalculation_Manual(currTP,ild,resC,HVDCSecRisk) - $ HVDCSecRiskEnabled(currTP,ild,HVDCSecRisk).. - ISLANDRISK(currTP,ild,resC,HVDCSecRisk) -=g= - HVDCMANISLANDRISK(currTP,ild,resC,HVDCSecRisk) - ; - -* Calculation of the risk of risk group (3.4.1.10) - SPD version 11.0 -GenIslandRiskGroupCalculation_1(currTP,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk).. - GENISLANDRISKGROUP(currTP,ild,rg,resC,GenRisk) -=e= - IslandRiskAdjustmentFactor(currTP,ild,resC,GenRisk) - * [ sum[ o $ { offerIsland(currTP,o,ild) - and riskGroupOffer(currTP,rg,o,GenRisk) - } , GENERATION(currTP,o) + FKBand(currTP,o) - + sum[ resT, RESERVE(currTP,o,resC,resT) ] - ] - - FreeReserve(currTP,ild,resC,GenRisk) - ] -* NMIR update -- RESERVESHAREEFFECTIVE(currTP,ild,resC,GenRisk)$reserveShareEnabled(currTP,resC) - ; - -* Calculation of the island risk for risk group (3.4.1.10) - SPD version 11.0 -GenIslandRiskGroupCalculation(currTP,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk).. - ISLANDRISK(currTP,ild,resC,GenRisk) -=g= - GENISLANDRISKGROUP(currTP,ild,rg,resC,GenRisk) - ; - -*======= RISK EQUATIONS END ==================================================== - - -*======= NMIR - RESERVE SHARING EQUATIONS ====================================== - -* General NMIR equations start ------------------------------------------------- - -* Calculation of effective shared reserve - (3.4.2.1) - SPD version 11.0 -EffectiveReserveShareCalculation(currTP,ild,resC,riskC) - $ { reserveShareEnabled(currTP,resC) - and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. - RESERVESHAREEFFECTIVE(currTP,ild,resC,riskC) -=l= - Sum[ rd , RESERVESHARERECEIVED(currTP,ild,resC,rd) - * effectiveFactor(currTP,ild,resC,riskC) ] - ; -* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY -ReserveShareEffective_CE_Calculation(currTP,ild,resC,riskC) - $ { reserveShareEnabled(currTP,resC) and ContingentEvents(riskC) - and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. - RESERVESHAREEFFECTIVE_CE(currTP,ild,resC) -=g= - RESERVESHAREEFFECTIVE(currTP,ild,resC,riskC) - ; -ReserveShareEffective_ECE_Calculation(currTP,ild,resC,riskC) - $ { reserveShareEnabled(currTP,resC) and ExtendedContingentEvent(riskC) - and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. - RESERVESHAREEFFECTIVE_ECE(currTP,ild,resC) -=g= - RESERVESHAREEFFECTIVE(currTP,ild,resC,riskC) - ; - -* Shared offered reserve is limited by cleared reserved - (3.4.2.2) - SPD version 11.0 -SharedReserveLimitByClearedReserve(currTP,ild,resC) - $ reserveShareEnabled(currTP,resC).. - SHAREDRESERVE(currTP,ild,resC) -=l= - ISLANDRESERVE(currTP,ild,resC) - ; - -* Both cleared reserved and shareable free reserve can be shared - (3.4.2.4) - SPD version 11.0 -BothClearedAndFreeReserveCanBeShared(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - RESERVESHARESENT(currTP,ild,resC,rd) -=l= - SHAREDRESERVE(currTP,ild,resC) + SHAREDNFR(currTP,ild)$(ord(resC)=1) - ; - -* Reserve share sent is limited by HVDC control band - (3.4.2.5) - SPD version 11.0 -ReserveShareSentLimitByHVDCControlBand(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - RESERVESHARESENT(currTP,ild,resC,rd) -=l= - [ HVDCControlBand(currTP,rd) - modulationRisk(currTP) - ] $ (HVDCControlBand(currTP,rd) > modulationRisk(currTP)) - ; - -* Forward reserve share sent is limited by HVDC capacity - (3.4.2.6) - SPD version 11.0 -FwdReserveShareSentLimitByHVDCCapacity(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 1) }.. - RESERVESHARESENT(currTP,ild,resC,rd) -+ HVDCSENT(currTP,ild) -=l= - [ HVDCMax(currTP,ild) - modulationRisk(currTP) - ] $ (HVDCMax(currTP,ild) > modulationRisk(currTP)) -; - -* Shared reserve sent in reverse direction is possible only if the island is -* NOT sending energy through HVDC - (3.4.2.7) - SPD version 11.0 -ReverseReserveOnlyToEnergySendingIsland(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) }.. - RESERVESHARESENT(currTP,ild,resC,rd) -=l= - BigM * [ 1 - HVDCSENDING(currTP,ild) ] - ; - -* Reverse reserve share recieved at an island is limited by HVDC control band -* (3.4.2.8) - SPD version 11.0 -ReverseReserveShareLimitByHVDCControlBand(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=l= - HVDCSENDING(currTP,ild) * [ HVDCControlBand(currTP,rd) - - modulationRisk(currTP) - ] $ ( HVDCControlBand(currTP,rd) - > modulationRisk(currTP) ) - ; - -* Forward received reserve is possible if in the same direction of HVDC -* (3.4.2.9) - SPD version 11.0 -ForwardReserveOnlyToEnergyReceivingIsland(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 1) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=l= - BigM * [ 1 - HVDCSENDING(currTP,ild) ] - ; - -* Reverse reserve constraint if HVDC sent flow in reverse zone -* (3.4.2.10) - SPD version 11.0 -ReverseReserveLimitInReserveZone(currTP,ild,resC,rd,z) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) and (ord(z) = 3) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=l= - HVDCSENT(currTP,ild) - (MonopoleMinimum(currTP) + modulationRisk(currTP)) -+ BigM * [ 1 - INZONE(currTP,ild,resC,z) ] - ; - -* No reverse reserve if HVDC sent flow in no reverse zone & -* No forward reserve if HVDC sent flow in no reverse zone and RP disabled -* (3.4.2.11) & (3.4.2.18) - SPD version 11.0 -ZeroReserveInNoReserveZone(currTP,ild,resC,z) - $ { reserveShareEnabled(currTP,resC) and (ord(z) = 2) }.. - Sum[ rd $ (ord(rd) = 2), RESERVESHARERECEIVED(currTP,ild,resC,rd) ] -+ Sum[ rd $ (ord(rd) = 1), RESERVESHARESENT(currTP,ild,resC,rd) ] $ {reserveRoundPower(currTP,resC) = 0} -=l= - BigM * [ 1 - INZONE(currTP,ild,resC,z) ] - ; - -* Across both island, only one zone is active for each reserve class -* (3.4.2.12) - SPD version 11.0 -OnlyOneActiveHVDCZoneForEachReserveClass(currTP,resC) - $ reserveShareEnabled(currTP,resC).. - Sum[ (ild,z), INZONE(currTP,ild,resC,z) ] -=e= - 1 - ; - -* Directed HVDC sent from an island can be non-zero if an only if the island is -* sending island - (3.4.2.13) - SPD version 11.0 -ZeroSentHVDCFlowForNonSendingIsland(currTP,ild) - $ reserveShareEnabledOverall(currTP).. - HVDCSENT(currTP,ild) -=l= - BigM * HVDCSENDING(currTP,ild) - ; - -* Directed HVDC sent from an island <= RoundPowerZoneExit level if in round -* power zone of that island - (3.4.2.14) - SPD version 11.0 -RoundPowerZoneSentHVDCUpperLimit(currTP,ild,resC,z) - $ { reserveShareEnabled(currTP,resC) and (ord(z) = 1) }.. - HVDCSENT(currTP,ild) -=l= - roPwrZoneExit(currTP,resC) -+ BigM * [ 1 - INZONE(currTP,ild,resC,z) ] -; - -* An island is HVDC sending island if HVDC flow sent is in one of the three -* zones for each reserve class - (3.4.2.15) - SPD version 11.0 -HVDCSendingIslandDefinition(currTP,ild,resC) $ reserveShareEnabled(currTP,resC).. - HVDCSENDING(currTP,ild) -=e= - Sum[ z, INZONE(currTP,ild,resC,z) ] - ; - -* One and only one island is HVDC sending island - (3.4.2.19) - SPD version 11.0 -OnlyOneSendingIslandExists(currTP) $ reserveShareEnabledOverall(currTP).. - Sum[ ild, HVDCSENDING(currTP,ild) ] -=e= - 1 - ; - -* Total HVDC sent from each island - (3.4.2.20) - SPD version 11.0 -HVDCSentCalculation(currTP,ild) $ reserveShareEnabledOverall(currTP).. - HVDCSENT(currTP,ild) -=e= - Sum[ (b,br) $ { BusIsland(currTP,b,ild) - and HVDClinkSendingBus(currTP,br,b) - and HVDCPoles(currTP,br) - }, HVDCLINKFLOW(currTP,br) - ] -; - -* General NMIR equations end --------------------------------------------------- - - -* Lamda loss model ------------------------------------------------------------- - -* HVDC flow sent from an island taking into account forward SENT reserve -* (3.4.2.21) - SPD version 11.0 -HVDCFlowAccountedForForwardReserve(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 1) }.. - HVDCRESERVESENT(currTP,ild,resC,rd) -=e= - RESERVESHARESENT(currTP,ild,resC,rd) + HVDCSENT(currTP,ild) - ; - -* Forward reserve RECEIVED at an HVDC receiving island - (3.4.2.22) - SPD version 11.0 -ForwardReserveReceivedAtHVDCReceivingIsland(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 1) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=e= - Sum[ ild1 $ (not sameas(ild1,ild)) - , RESERVESHARESENT(currTP,ild1,resC,rd) - - HVDCRESERVELOSS(currTP,ild1,resC,rd) - + HVDCSENTLOSS(currTP,ild1) ] - ; - -* HVDC flow sent from an island taking into account reverse RECEIVED reserve -* (3.4.2.23) - SPD version 11.0 -HVDCFlowAccountedForReverseReserve(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) }.. - HVDCRESERVESENT(currTP,ild,resC,rd) -=e= - HVDCSENT(currTP,ild) - RESERVESHARERECEIVED(currTP,ild,resC,rd) - ; - -* Reverse reserve RECEIVED at an HVDC sending island - (3.4.2.24) - SPD version 11.0 -ReverseReserveReceivedAtHVDCSendingIsland(currTP,ild,resC,rd) - $ { reserveShareEnabled(currTP,resC) and (ord(rd) = 2) }.. - RESERVESHARERECEIVED(currTP,ild,resC,rd) -=e= - Sum[ ild1 $ (not sameas(ild1,ild)), RESERVESHARESENT(currTP,ild1,resC,rd) ] -- HVDCRESERVELOSS(currTP,ild,resC,rd) -+ HVDCSENTLOSS(currTP,ild) - ; - -* Definition of weight factor for total HVDC energy sent from an island -* (3.4.2.25) - SPD version 11.0 -HVDCSentEnergyLambdaDefinition(currTP,ild) $ reserveShareEnabledOverall(currTP).. - Sum[ bp $ (ord(bp) <= 7),LAMBDAHVDCENERGY(currTP,ild,bp) ] -=e= - 1 - ; - -* Lambda definition of total HVDC energy flow sent from an island -* (3.4.2.26) - SPD version 11.0 -HVDCSentEnergyFlowDefinition(currTP,ild) $ reserveShareEnabledOverall(currTP).. - HVDCSENT(currTP,ild) -=e= - Sum[ bp $ (ord(bp) <= 7), HVDCSentBreakPointMWFlow(currTP,ild,bp) - * LAMBDAHVDCENERGY(currTP,ild,bp) ] - ; - -* Lambda definition of total loss of HVDC energy sent from an island -* (3.4.2.27) - SPD version 11.0 -HVDCSentEnergyLossesDefinition(currTP,ild) $ reserveShareEnabledOverall(currTP).. - HVDCSENTLOSS(currTP,ild) -=e= - Sum[ bp $ (ord(bp) <= 7), HVDCSentBreakPointMWLoss(currTP,ild,bp) - * LAMBDAHVDCENERGY(currTP,ild,bp) ] - ; - -* Definition of weight factor for total HVDC+reserve sent from an island -* (3.4.2.28) - SPD version 11.0 -HVDCSentReserveLambdaDefinition(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - Sum[ rsbp, LAMBDAHVDCRESERVE(currTP,ild,resC,rd,rsbp) ] -=e= - 1 - ; - -* Lambda definition of Reserse + Energy flow on HVDC sent from an island -* (3.4.2.29) - SPD version 11.0 -HVDCSentReserveFlowDefinition(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - HVDCRESERVESENT(currTP,ild,resC,rd) -=e= - Sum[ rsbp, HVDCReserveBreakPointMWFlow(currTP,ild,rsbp) - * LAMBDAHVDCRESERVE(currTP,ild,resC,rd,rsbp) ] - ; - -* Lambda definition of Reserse + Energy Loss on HVDC sent from an island -* (3.4.2.30) - SPD version 11.0 -HVDCSentReserveLossesDefinition(currTP,ild,resC,rd) - $ reserveShareEnabled(currTP,resC).. - HVDCRESERVELOSS(currTP,ild,resC,rd) -=e= - Sum[ rsbp, HVDCReserveBreakPointMWLoss(currTP,ild,rsbp) - * LAMBDAHVDCRESERVE(currTP,ild,resC,rd,rsbp) ] - ; - -* Lamda loss model end --------------------------------------------------------- - -* Constraint to avoid excessive reserve share (3.4.2.31) - SPD version 11.0 -ExcessReserveSharePenalty(currTP) $ reserveShareEnabledOverall(currTP).. - RESERVESHAREPENALTY(currTP) -=e= - sum[ ild, 1e-5 * SHAREDNFR(currTP,ild) ] -+ sum[ (ild,resC), 2e-5 * SHAREDRESERVE(currTP,ild,resC) ] -* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY -*+ sum[ (ild,resC,riskC), 3e-5 * RESERVESHAREEFFECTIVE(currTP,ild,resC,riskC)] -+ sum[ (ild,resC), 3e-5 * RESERVESHAREEFFECTIVE_CE(currTP,ild,resC)] -+ sum[ (ild,resC), 3e-5 * RESERVESHAREEFFECTIVE_ECE(currTP,ild,resC)] -; - -*======= NMIR - RESERVE SHARING EQUATIONS END ================================== - - -*======= RESERVE EQUATIONS ===================================================== - -* Maximum PLSR as a proportion of the block MW (3.4.3.1) -PLSRReserveProportionMaximum(offer(currTP,o),trdBlk,resC,PLSRReserveType) - $ validReserveOfferBlock(offer,trdBlk,resC,PLSRReserveType).. - RESERVEBLOCK(Offer,trdBlk,resC,PLSRReserveType) -=l= - ReserveOfferProportion(Offer,trdBlk,resC) * GENERATION(Offer) - ; - -* Definition of the reserve offers of different classes and types (3.4.3.3a) -ReserveOfferDefinition(offer(currTP,o),resC,resT).. - RESERVE(offer,resC,resT) -=e= - sum[ trdBlk, RESERVEBLOCK(offer,trdBlk,resC,resT) ] - ; - -* Definition of the ILR reserve provided by purchase bids (3.4.3.3b) -ReserveDefinitionPurchaseBid(bid(currTP,bd),resC).. - PURCHASEILR(bid,resC) -=e= - sum(trdBlk, PURCHASEILRBLOCK(bid,trdBlk,resC)) - ; - -* Definition of maximum energy and reserves from each generator (3.4.3.4) -EnergyAndReserveMaximum(offer(currTP,o),resC).. - GENERATION(offer) -+ ReserveMaximumFactor(offer,resC) - * sum[ resT $ (not ILReserveType(resT)), RESERVE(offer,resC,resT) ] -=l= - ReserveGenerationMaximum(offer) - ; - -* This constraint is no longer in the formulation from v6.0 (following changes with DSBF) -* Maximum ILR provided by purchase bids (3.4.2.5 - SPD version 5.0) -PurchaseBidReserveMaximum(bid(currTP,bd),resC) $ (not (UseDSBFDemandBidModel)).. - PURCHASEILR(bid,resC) -=l= - PURCHASE(bid) - ; - -*======= RESERVE EQUATIONS END ================================================= - - - -*======= RISK AND RESERVE BALANCE EQUATIONS ==================================== - -* Matching of reserve supply and demand (3.4.4.1) -SupplyDemandReserveRequirement(currTP,ild,resC,riskC) $ useReserveModel.. - ISLANDRISK(currTP,ild,resC,riskC) -- DEFICITRESERVE(currTP,ild,resC) $ {not DiffCeECeCVP} -- DEFICITRESERVE_CE(currTP,ild,resC) $ {DiffCeECeCVP and ContingentEvents(riskC)} -- DEFICITRESERVE_ECE(currTP,ild,resC) $ {DiffCeECeCVP and ExtendedContingentEvent(riskC)} -=l= - ISLANDRESERVE(currTP,ild,resC) -* Scarcity pricing updates -+ VIRTUALRESERVE(currTP,ild,resC) - ; - -* Calculate total island cleared reserve (3.4.4.2) -IslandReserveCalculation(currTP,ild,resC).. - ISLANDRESERVE(currTP,ild,resC) -=l= - Sum[ (o,resT) $ { offer(currTP,o) and offerIsland(currTP,o,ild) } - , RESERVE(currTP,o,resC,resT) - ] -+ Sum[ bd $ { Bid(currTP,bd) and bidIsland(currTP,bd,ild) } - , PURCHASEILR(currTP,bd,resC) - ] - ; - -*======= RISK AND RESERVE BALANCE EQUATIONS END ================================ - - - - -*======= SECURITY EQUATIONS ==================================================== - -* Branch security constraint with LE sense (3.5.1.5a) -BranchSecurityConstraintLE(currTP,brCstr) - $ (BranchConstraintSense(currTP,brCstr) = -1).. - sum[ br $ ACbranch(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * ACBRANCHFLOW(currTP,br) ] -+ sum[ br $ HVDClink(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * HVDCLINKFLOW(currTP,br) ] -- SURPLUSBRANCHSECURITYCONSTRAINT(currTP,brCstr) -=l= - BranchConstraintLimit(currTP,brCstr) - ; - -* Branch security constraint with GE sense (3.5.1.5b) -BranchSecurityConstraintGE(currTP,brCstr) - $ (BranchConstraintSense(currTP,brCstr) = 1).. - sum[ br $ ACbranch(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * ACBRANCHFLOW(currTP,br) ] -+ sum[ br $ HVDClink(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * HVDCLINKFLOW(currTP,br) ] -+ DEFICITBRANCHSECURITYCONSTRAINT(currTP,brCstr) -=g= - BranchConstraintLimit(currTP,brCstr) - ; - -* Branch security constraint with EQ sense (3.5.1.5c) -BranchSecurityConstraintEQ(currTP,brCstr) - $ (BranchConstraintSense(currTP,brCstr) = 0).. - sum[ br $ ACbranch(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * ACBRANCHFLOW(currTP,br) ] -+ sum[ br $ HVDClink(currTP,br) - , BranchConstraintFactors(currTP,brCstr,br) * HVDCLINKFLOW(currTP,br) ] -+ DEFICITBRANCHSECURITYCONSTRAINT(currTP,brCstr) -- SURPLUSBRANCHSECURITYCONSTRAINT(currTP,brCstr) -=e= - BranchConstraintLimit(currTP,brCstr) - ; - -* AC node security constraint with LE sense (3.5.1.6a) -ACnodeSecurityConstraintLE(currTP,ACnodeCstr) - $ (ACnodeConstraintSense(currTP,ACnodeCstr) = -1).. - sum[ (n,b) $ { ACnode(currTP,n) and NodeBus(currTP,n,b) } - , ACnodeConstraintFactors(currTP,ACnodeCstr,n) - * NodeBusAllocationFactor(currTP,n,b) - * ACNODENETINJECTION(currTP,b) - ] -- SURPLUSACnodeCONSTRAINT(currTP,ACnodeCstr) -=l= - ACnodeConstraintLimit(currTP,ACnodeCstr) - ; - -* AC node security constraint with GE sense (3.5.1.6b) -ACnodeSecurityConstraintGE(currTP,ACnodeCstr) - $ (ACnodeConstraintSense(currTP,ACnodeCstr) = 1).. - sum[ (n,b) $ { ACnode(currTP,n) and NodeBus(currTP,n,b) } - , ACnodeConstraintFactors(currTP,ACnodeCstr,n) - * NodeBusAllocationFactor(currTP,n,b) - * ACNODENETINJECTION(currTP,b) - ] -+ DEFICITACnodeCONSTRAINT(currTP,ACnodeCstr) -=g= - ACnodeConstraintLimit(currTP,ACnodeCstr) - ; - -* AC node security constraint with EQ sense (3.5.1.6c) -ACnodeSecurityConstraintEQ(currTP,ACnodeCstr) - $ (ACnodeConstraintSense(currTP,ACnodeCstr) = 0).. - sum[ (n,b) $ { ACnode(currTP,n) and NodeBus(currTP,n,b) } - , ACnodeConstraintFactors(currTP,ACnodeCstr,n) - * NodeBusAllocationFactor(currTP,n,b) - * ACNODENETINJECTION(currTP,b) - ] -+ DEFICITACnodeCONSTRAINT(currTP,ACnodeCstr) -- SURPLUSACnodeCONSTRAINT(currTP,ACnodeCstr) -=e= - ACnodeConstraintLimit(currTP,ACnodeCstr) - ; - -* Market node security constraint with LE sense (3.5.1.7a) -MNodeSecurityConstraintLE(currTP,MnodeCstr) - $ (MNodeConstraintSense(currTP,MnodeCstr) = -1).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , MNodeEnergyOfferConstraintFactors(currTP,MnodeCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , MNodeReserveOfferConstraintFactors(currTP,MnodeCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , MNodeEnergyBidConstraintFactors(currTP,MnodeCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , MNodeILReserveBidConstraintFactors(currTP,MnodeCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -- SURPLUSMNODECONSTRAINT(currTP,MnodeCstr) -=l= - MNodeConstraintLimit(currTP,MnodeCstr) - ; - -* Market node security constraint with GE sense (3.5.1.7b) -MNodeSecurityConstraintGE(currTP,MnodeCstr) - $ (MNodeConstraintSense(currTP,MnodeCstr) = 1).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , MNodeEnergyOfferConstraintFactors(currTP,MnodeCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , MNodeReserveOfferConstraintFactors(currTP,MnodeCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , MNodeEnergyBidConstraintFactors(currTP,MnodeCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , MNodeILReserveBidConstraintFactors(currTP,MnodeCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ DEFICITMNODECONSTRAINT(currTP,MnodeCstr) -=g= - MNodeConstraintLimit(currTP,MnodeCstr) - ; - -* Market node security constraint with EQ sense (3.5.1.7c) -MNodeSecurityConstraintEQ(currTP,MnodeCstr) - $ (MNodeConstraintSense(currTP,MnodeCstr) = 0).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , MNodeEnergyOfferConstraintFactors(currTP,MnodeCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , MNodeReserveOfferConstraintFactors(currTP,MnodeCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , MNodeEnergyBidConstraintFactors(currTP,MnodeCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , MNodeILReserveBidConstraintFactors(currTP,MnodeCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ DEFICITMNODECONSTRAINT(currTP,MnodeCstr) -- SURPLUSMNODECONSTRAINT(currTP,MnodeCstr) -=e= - MNodeConstraintLimit(currTP,MnodeCstr) - ; - -*======= SECURITY EQUATIONS END ================================================ - - - - -*======= MIXED CONSTRAINTS ===================================================== - -* Type 1 mixed constraint definition with LE sense (3.6.1.1a) -Type1MixedConstraintLE(currTP,t1MixCstr) - $ { useMixedConstraint(currTP) and (not useMixedConstraintMIP(currTP)) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = -1) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ { ACBranch(currTP,br) } - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -- SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=l= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - ; - - -* Type 1 mixed constraint definition with GE sense (3.6.1.1b) -Type1MixedConstraintGE(currTP,t1MixCstr) - $ { useMixedConstraint(currTP) and (not useMixedConstraintMIP(currTP)) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = 1) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -+ DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=g= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - ; - -* Type 1 mixed constraint definition with EQ sense (3.6.1.1c) -Type1MixedConstraintEQ(currTP,t1MixCstr) - $ { useMixedConstraint(currTP) and (not useMixedConstraintMIP(currTP)) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = 0) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -+ DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -- SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=e= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - ; - -* Type 2 mixed constraint definition with LE sense (3.6.1.2a) -Type2MixedConstraintLE(currTP,t2MixCstr) - $ { useMixedConstraint(currTP) and - (Type2MixedConstraintSense(currTP,t2MixCstr) = -1) }.. - sum[ t1MixCstr, i_type2MixedConstraintLHSParameters(t2MixCstr,t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) ] -=l= - Type2MixedConstraintLimit(currTP,t2MixCstr) - ; - -* Type 2 mixed constraint definition with GE sense (3.6.1.2b) -Type2MixedConstraintGE(currTP,t2MixCstr) - $ { useMixedConstraint(currTP) and - (Type2MixedConstraintSense(currTP,t2MixCstr) = 1) }.. - sum[ t1MixCstr, i_type2MixedConstraintLHSParameters(t2MixCstr,t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) ] -=g= - Type2MixedConstraintLimit(currTP,t2MixCstr) - ; - -* Type 2 mixed constraint definition with EQ sense (3.6.1.2c) -Type2MixedConstraintEQ(currTP,t2MixCstr) - $ { useMixedConstraint(currTP) and - (Type2MixedConstraintSense(currTP,t2MixCstr) = 0) }.. - sum[ t1MixCstr, i_type2MixedConstraintLHSParameters(t2MixCstr,t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) ] -=e= - Type2MixedConstraintLimit(currTP,t2MixCstr) - ; - -* Type 1 mixed constraint definition of alternate limit selection (integer) -Type1MixedConstraintMIP(currTP,t1MixCstr,br) - $ { i_type1MixedConstraintBranchCondition(t1MixCstr,br) and - useMixedConstraintRiskOffset and HVDCHalfPoles(currTP,br) and - useMixedConstraintMIP(currTP) }.. - HVDCLINKFLOW(currTP,br) -=l= - MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr) * MixedConstraintBigNumber - ; - -* Integer equivalent of Type 1 mixed constraint definition with LE sense (3.6.1.1a_MIP) -Type1MixedConstraintLE_MIP(Type1MixedConstraint(currTP,t1MixCstr)) - $ { useMixedConstraint(currTP) and useMixedConstraintMIP(currTP) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = -1) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -- SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=l= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - * (1 - MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr)) -+ Type1MixedConstraintLimit2(currTP,t1MixCstr) - * MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr) - ; - -* Integer equivalent of Type 1 mixed constraint definition with GE sense (3.6.1.1b_MIP) -Type1MixedConstraintGE_MIP(Type1MixedConstraint(currTP,t1MixCstr)) - $ { useMixedConstraint(currTP) and useMixedConstraintMIP(currTP) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = 1) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -+ DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=g= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - * (1 - MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr)) -+ Type1MixedConstraintLimit2(currTP,t1MixCstr) - * MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr) - ; - -* Integer equivalent of Type 1 mixed constraint definition with EQ sense (3.6.1.1b_MIP) -Type1MixedConstraintEQ_MIP(Type1MixedConstraint(currTP,t1MixCstr)) - $ { useMixedConstraint(currTP) and useMixedConstraintMIP(currTP) and - (Type1MixedConstraintSense(currTP,t1MixCstr) = 0) }.. - i_type1MixedConstraintVarWeight(t1MixCstr) - * MIXEDCONSTRAINTVARIABLE(currTP,t1MixCstr) -+ sum[ o $ PositiveEnergyOffer(currTP,o) - , i_type1MixedConstraintGenWeight(t1MixCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , i_type1MixedConstraintResWeight(t1MixCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineWeight(t1MixCstr,br) - * HVDCLINKFLOW(currTP,br) - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHFLOWDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) - * sum[ fd, ACBRANCHLOSSESDIRECTED(currTP,br,fd) ] - ] -+ sum[ br $ ACBranch(currTP,br) - , i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineLossWeight(t1MixCstr,br) - * HVDCLINKLOSSES(currTP,br) - ] -+ sum[ br $ HVDClink(currTP,br) - , i_type1MixedConstraintHVDCLineFixedLossWeight(t1MixCstr,br) - * branchFixedLoss(currTP,br) - ] -+ sum[ bd $ Bid(currTP,bd) - , i_type1MixedConstraintPurWeight(t1MixCstr,bd) - * PURCHASE(currTP,bd) - ] -+ DEFICITTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -- SURPLUSTYPE1MIXEDCONSTRAINT(currTP,t1MixCstr) -=e= - Type1MixedConstraintLimit1(currTP,t1MixCstr) - * (1 - MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr)) -+ Type1MixedConstraintLimit2(currTP,t1MixCstr) - * MIXEDCONSTRAINTLIMIT2SELECT(currTP,t1MixCstr) - ; - -*======= MIXED CONSTRAINTS END ================================================= - - - - -*======= GENERIC SECURITY CONSTRAINTS ========================================== - -* Generic security constraint with LE sense -GenericSecurityConstraintLE(currTP,gnrcCstr) - $ (GenericConstraintSense(currTP,gnrcCstr) = -1).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , GenericEnergyOfferConstraintFactors(currTP,gnrcCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , GenericReserveOfferConstraintFactors(currTP,gnrcCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , GenericEnergyBidConstraintFactors(currTP,gnrcCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , GenericILReserveBidConstraintFactors(currTP,gnrcCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ sum[ br $ { ACBranch(currTP,br) or HVDClink(currTP,br) } - , GenericBranchConstraintFactors(currTP,gnrcCstr,br) - * (ACBRANCHFLOW(currTP,br) + HVDCLINKFLOW(currTP,br)) - ] -- SURPLUSGENERICCONSTRAINT(currTP,gnrcCstr) -=l= - GenericConstraintLimit(currTP,gnrcCstr) - ; - -* Generic security constraint with GE sense -GenericSecurityConstraintGE(currTP,gnrcCstr) - $ (GenericConstraintSense(currTP,gnrcCstr) = 1).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , GenericEnergyOfferConstraintFactors(currTP,gnrcCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , GenericReserveOfferConstraintFactors(currTP,gnrcCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , GenericEnergyBidConstraintFactors(currTP,gnrcCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , GenericILReserveBidConstraintFactors(currTP,gnrcCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ sum[ br $ { ACBranch(currTP,br) or HVDClink(currTP,br) } - , GenericBranchConstraintFactors(currTP,gnrcCstr,br) - * (ACBRANCHFLOW(currTP,br) + HVDCLINKFLOW(currTP,br)) - ] -+ DEFICITGENERICCONSTRAINT(currTP,gnrcCstr) -=g= - GenericConstraintLimit(currTP,gnrcCstr) - ; - -* Generic security constraint with EQ sense -GenericSecurityConstraintEQ(currTP,gnrcCstr) - $ (GenericConstraintSense(currTP,gnrcCstr) = 0).. - sum[ o $ PositiveEnergyOffer(currTP,o) - , GenericEnergyOfferConstraintFactors(currTP,gnrcCstr,o) - * GENERATION(currTP,o) - ] -+ sum[ (o,resC,resT) $ offer(currTP,o) - , GenericReserveOfferConstraintFactors(currTP,gnrcCstr,o,resC,resT) - * RESERVE(currTP,o,resC,resT) - ] -+ sum[ bd $ Bid(currTP,bd) - , GenericEnergyBidConstraintFactors(currTP,gnrcCstr,bd) - * PURCHASE(currTP,bd) - ] -+ sum[ (bd,resC) $ Bid(currTP,bd) - , GenericILReserveBidConstraintFactors(currTP,gnrcCstr,bd,resC) - * PURCHASEILR(currTP,bd,resC) - ] -+ sum[ br $ { ACBranch(currTP,br) or HVDClink(currTP,br) } - , GenericBranchConstraintFactors(currTP,gnrcCstr,br) - * (ACBRANCHFLOW(currTP,br) + HVDCLINKFLOW(currTP,br)) - ] -+ DEFICITGENERICCONSTRAINT(currTP,gnrcCstr) -- SURPLUSGENERICCONSTRAINT(currTP,gnrcCstr) -=e= - GenericConstraintLimit(currTP,gnrcCstr) - ; - -*======= GENERIC SECURITY CONSTRAINTS END ====================================== - - -* Model declarations -Model vSPD / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition -* Risk - HVDCIslandRiskCalculation, HVDCRecCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - ManualIslandRiskCalculation -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Risk Offset calculation - RiskOffsetCalculation - RiskOffsetCalculation_DCCE - RiskOffsetCalculation_DCECE -* Island risk definitions -* Include HVDC secondary risk constraints - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintLE, Type1MixedConstraintGE, Type1MixedConstraintEQ - Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition - / ; - -Model vSPD_NMIR / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition -* Risk - RiskOffsetCalculation,RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE - HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintLE, Type1MixedConstraintGE, Type1MixedConstraintEQ - Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition -* General NMIR equations - EffectiveReserveShareCalculation - SharedReserveLimitByClearedReserve - BothClearedAndFreeReserveCanBeShared - ReverseReserveShareLimitByHVDCControlBand - ReserveShareSentLimitByHVDCControlBand - FwdReserveShareSentLimitByHVDCCapacity - ReverseReserveOnlyToEnergySendingIsland - ForwardReserveOnlyToEnergyReceivingIsland - ReverseReserveLimitInReserveZone - ZeroReserveInNoReserveZone - OnlyOneActiveHVDCZoneForEachReserveClass - ZeroSentHVDCFlowForNonSendingIsland - RoundPowerZoneSentHVDCUpperLimit - HVDCSendingIslandDefinition - OnlyOneSendingIslandExists - HVDCSentCalculation - ExcessReserveSharePenalty - ReserveShareEffective_CE_Calculation - ReserveShareEffective_ECE_Calculation -* Lamda loss model NMIR - HVDCFlowAccountedForForwardReserve - ForwardReserveReceivedAtHVDCReceivingIsland - HVDCFlowAccountedForReverseReserve - ReverseReserveReceivedAtHVDCSendingIsland - HVDCSentEnergyLambdaDefinition - HVDCSentEnergyFlowDefinition - HVDCSentEnergyLossesDefinition - HVDCSentReserveLambdaDefinition - HVDCSentReserveFlowDefinition - HVDCSentReserveLossesDefinition - / ; - -Model vSPD_MIP / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition - ACDirectedBranchFlowIntegerDefinition1, ACDirectedBranchFlowIntegerDefinition2 - LambdaIntegerDefinition1, LambdaIntegerDefinition2 -* Risk - RiskOffsetCalculation,RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE - HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintMIP, Type1MixedConstraintLE_MIP, Type1MixedConstraintGE_MIP - Type1MixedConstraintEQ_MIP, Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition -* Set of integer constraints on the HVDC link to incorporate the allowance of HVDC roundpower - HVDClinkFlowIntegerDefinition1, HVDClinkFlowIntegerDefinition2 - HVDClinkFlowIntegerDefinition3, HVDClinkFlowIntegerDefinition4 -* General NMIR equations - EffectiveReserveShareCalculation - SharedReserveLimitByClearedReserve - BothClearedAndFreeReserveCanBeShared - ReverseReserveShareLimitByHVDCControlBand - ReserveShareSentLimitByHVDCControlBand - FwdReserveShareSentLimitByHVDCCapacity - ReverseReserveOnlyToEnergySendingIsland - ForwardReserveOnlyToEnergyReceivingIsland - ReverseReserveLimitInReserveZone - ZeroReserveInNoReserveZone - OnlyOneActiveHVDCZoneForEachReserveClass - ZeroSentHVDCFlowForNonSendingIsland - RoundPowerZoneSentHVDCUpperLimit - HVDCSendingIslandDefinition - OnlyOneSendingIslandExists - HVDCSentCalculation - ExcessReserveSharePenalty - ReserveShareEffective_CE_Calculation - ReserveShareEffective_ECE_Calculation -* Lamda loss model NMIR - HVDCFlowAccountedForForwardReserve - ForwardReserveReceivedAtHVDCReceivingIsland - HVDCFlowAccountedForReverseReserve - ReverseReserveReceivedAtHVDCSendingIsland - HVDCSentEnergyLambdaDefinition - HVDCSentEnergyFlowDefinition - HVDCSentEnergyLossesDefinition - HVDCSentReserveLambdaDefinition - HVDCSentReserveFlowDefinition - HVDCSentReserveLossesDefinition - / ; - -Model vSPD_BranchFlowMIP / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition - ACDirectedBranchFlowIntegerDefinition1, ACDirectedBranchFlowIntegerDefinition2 - LambdaIntegerDefinition1, LambdaIntegerDefinition2 -* Risk - RiskOffsetCalculation,RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE - HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintLE, Type1MixedConstraintGE, Type1MixedConstraintEQ - Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition -* Set of intrger constraints on the HVDC link to incorporate the allowance of HVDC roundpower - HVDClinkFlowIntegerDefinition1, HVDClinkFlowIntegerDefinition2 - HVDClinkFlowIntegerDefinition3, HVDClinkFlowIntegerDefinition4 -* General NMIR equations - EffectiveReserveShareCalculation - SharedReserveLimitByClearedReserve - BothClearedAndFreeReserveCanBeShared - ReverseReserveShareLimitByHVDCControlBand - ReserveShareSentLimitByHVDCControlBand - FwdReserveShareSentLimitByHVDCCapacity - ReverseReserveOnlyToEnergySendingIsland - ForwardReserveOnlyToEnergyReceivingIsland - ReverseReserveLimitInReserveZone - ZeroReserveInNoReserveZone - OnlyOneActiveHVDCZoneForEachReserveClass - ZeroSentHVDCFlowForNonSendingIsland - RoundPowerZoneSentHVDCUpperLimit - HVDCSendingIslandDefinition - OnlyOneSendingIslandExists - HVDCSentCalculation - ExcessReserveSharePenalty - ReserveShareEffective_CE_Calculation - ReserveShareEffective_ECE_Calculation -* Lamda loss model NMIR - HVDCFlowAccountedForForwardReserve - ForwardReserveReceivedAtHVDCReceivingIsland - HVDCFlowAccountedForReverseReserve - ReverseReserveReceivedAtHVDCSendingIsland - HVDCSentEnergyLambdaDefinition - HVDCSentEnergyFlowDefinition - HVDCSentEnergyLossesDefinition - HVDCSentReserveLambdaDefinition - HVDCSentReserveFlowDefinition - HVDCSentReserveLossesDefinition - / ; - -Model vSPD_MixedConstraintMIP / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion, PurchaseBidDefintion - GenerationRampUp, GenerationRampDown -* Network - HVDClinkMaximumFlow, HVDClinkLossDefinition - HVDClinkFlowDefinition, LambdaDefinition - DCNodeNetInjection, ACnodeNetInjectionDefinition1 - ACnodeNetInjectionDefinition2, ACBranchMaximumFlow - ACBranchFlowDefinition, LinearLoadFlow - ACBranchBlockLimit, ACDirectedBranchFlowDefinition - ACBranchLossCalculation, ACDirectedBranchLossDefinition -* Risk - RiskOffsetCalculation,RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE - HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation - GenIslandRiskCalculation, GenIslandRiskCalculation_1 - GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 - HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 - HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 -* Reserve - PLSRReserveProportionMaximum, ReserveOfferDefinition - ReserveDefinitionPurchaseBid, EnergyAndReserveMaximum - PurchaseBidReserveMaximum -* Matching of reserve requirement and availability - SupplyDemandReserveRequirement, IslandReserveCalculation -* Branch security constraints - BranchSecurityConstraintLE, BranchSecurityConstraintGE, BranchSecurityConstraintEQ -* AC node security constraints - ACnodeSecurityConstraintLE, ACnodeSecurityConstraintGE, ACnodeSecurityConstraintEQ -* Market node security constraints - MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ -* Mixed constraints - Type1MixedConstraintMIP, Type1MixedConstraintLE_MIP, Type1MixedConstraintGE_MIP - Type1MixedConstraintEQ_MIP, Type2MixedConstraintLE, Type2MixedConstraintGE, Type2MixedConstraintEQ -* Generic constraints - GenericSecurityConstraintLE, GenericSecurityConstraintGE, GenericSecurityConstraintEQ -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition -* General NMIR equations - EffectiveReserveShareCalculation - SharedReserveLimitByClearedReserve - BothClearedAndFreeReserveCanBeShared - ReverseReserveShareLimitByHVDCControlBand - ReserveShareSentLimitByHVDCControlBand - FwdReserveShareSentLimitByHVDCCapacity - ReverseReserveOnlyToEnergySendingIsland - ForwardReserveOnlyToEnergyReceivingIsland - ReverseReserveLimitInReserveZone - ZeroReserveInNoReserveZone - OnlyOneActiveHVDCZoneForEachReserveClass - ZeroSentHVDCFlowForNonSendingIsland - RoundPowerZoneSentHVDCUpperLimit - HVDCSendingIslandDefinition - OnlyOneSendingIslandExists - HVDCSentCalculation - ExcessReserveSharePenalty - ReserveShareEffective_CE_Calculation - ReserveShareEffective_ECE_Calculation -* Lamda loss model NMIR - HVDCFlowAccountedForForwardReserve - ForwardReserveReceivedAtHVDCReceivingIsland - HVDCFlowAccountedForReverseReserve - ReverseReserveReceivedAtHVDCSendingIsland - HVDCSentEnergyLambdaDefinition - HVDCSentEnergyFlowDefinition - HVDCSentEnergyLossesDefinition - HVDCSentReserveLambdaDefinition - HVDCSentReserveFlowDefinition - HVDCSentReserveLossesDefinition - / ; - -Model vSPD_FTR / -* Objective function - ObjectiveFunction -* Offer and purchase definitions - GenerationOfferDefintion -* Network - HVDClinkMaximumFlow, DCNodeNetInjection - ACNodeNetInjectionDefinition1, ACNodeNetInjectionDefinition2 - ACBranchMaximumFlow, ACBranchFlowDefinition, LinearLoadFlow -* Branch security constraints - BranchSecurityConstraintLE -* ViolationCost - SystemCostDefinition, SystemBenefitDefinition - SystemPenaltyCostDefinition, TotalViolationCostDefinition - / ; diff --git a/Programs/vSPDoverrides.gms b/Programs/vSPDoverrides.gms deleted file mode 100644 index 23340c5..0000000 --- a/Programs/vSPDoverrides.gms +++ /dev/null @@ -1,439 +0,0 @@ -*===================================================================================== -* Name: vSPDoverrides.gms -* Function: Code to be included in vSPDsolve to take care of input data -* overrides. -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* https://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: https://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 3 August 2020 -* -*===================================================================================== - -$ontext -This code is included into vSPDsolve.gms if an override file defined by -the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. - -The prefix ovrd_ inidcates that the symbol contains data to override -the original input data, prefixed with i_. - -After declaring the override symbols, the override data is installed and -the original symbols are overwritten. - -Note that: -The Excel interface permits a limited number of input data symbols to be overridden. -The EMI interface will create a GDX file of override values for all data inputs to be overridden. -If operating in standalone mode,overrides can be installed by any means the user prefers - GDX file, $include file, hard-coding, etc. -But it probably makes sense to mimic the GDX file as used by EMI. - -Use GAMS to process a text file (e.g. somefile.gms) into a GDX file called filename.gdx, -e.g. c:\>gams somefile.gms gdx=filename - -Directory of code sections in vSPDoverrides.gms: - 1. Declare all symbols required for vSPD on EMI and standalone overrides and load data from GDX - 2. Initialise the data - a) Demand overrides - b) Offers - ... - -Aliases to be aware of: - i_island = ild, ild1 i_dateTime = dt - i_tradePeriod = tp i_node = n - i_offer = o, o1 i_trader = trdr - i_tradeBlock = trdBlk i_bus = b, b1, frB, toB - i_branch = br, br1 i_lossSegment = los, los1 - i_branchConstraint = brCstr i_ACnodeConstraint = ACnodeCstr - i_MnodeConstraint = MnodeCstr i_energyOfferComponent = NRGofrCmpnt - i_PLSRofferComponent = PLSofrCmpnt i_TWDRofferComponent = TWDofrCmpnt - i_ILRofferComponent = ILofrCmpnt i_energyBidComponent = NRGbidCmpnt - i_ILRbidComponent = ILbidCmpnt i_type1MixedConstraint = t1MixCstr - i_type2MixedConstraint = t2MixCstr i_type1MixedConstraintRHS = t1MixCstrRHS - i_genericConstraint = gnrcCstr i_reserveType = resT - i_reserveClass =resC i_riskClass =riskC -$offtext - -$OnEnd -*========================================================================================================================= -* 1. Declare all symbols required for vSPD on EMI and standalone overrides and load data from GDX -*========================================================================================================================= -Set demMethod 'Demand override method' / scale, increment, value / ; - -Parameters -* Demand - ovrd_tradePeriodNodeDemand(tp,n,demMethod) 'Override the i_tradePeriodNodeDemand parameter' - ovrd_dateTimeNodeDemand(dt,n,demMethod) 'Override the i_tradePeriodNodeDemand parameter with dateTime data' - - ovrd_tradePeriodIslandDemand(tp,ild,demMethod) 'Override the i_tradePeriodNodeDemand parameter with island-based data' - ovrd_dateTimeIslandDemand(dt,ild,demMethod) 'Override the i_tradePeriodNodeDemand parameter with dateTime and island-based data' - - temp_TradePeriodNodeDemand(tp,n) 'Temporary container for node demand value while implementing the node-based scaling factor' - temp_TradePeriodIslandDemand(tp,ild) 'Temporary container for island positive demand value while implementing the island-based scaling factor' - used_TradePeriodIslandScale(tp,ild) 'Final value used for island-based scaling' -; - - -* The parameters below added to fix the bug in vSPD online overrides -Set ovrdtypo 'wrong enrgy offer price in vSPD online' /'i_GenerationOfferPrice'/; -Parameters - ovrd_tradePeriodEnergyOfferX(tp,o,trdBlk,ovrdtypo) 'Override for energy offers for specified trade period' - ovrd_dateTimeEnergyOfferX(dt,o,trdBlk,ovrdtypo) 'Override for energy offers for specified datetime' -; -* The parameters above added to fix the bug in vSPD online overrides - - -Parameters -* Offers - incl. energy, PLSR, TWDR, and ILR - ovrd_tradePeriodEnergyOffer(tp,o,trdBlk,NRGofrCmpnt) 'Override for energy offers for specified trade period' - ovrd_dateTimeEnergyOffer(dt,o,trdBlk,NRGofrCmpnt) 'Override for energy offers for specified datetime' - - ovrd_tradePeriodOfferParameter(tp,o,i_offerParam) 'Override for energy offer parameters for specified trade period' - ovrd_dateTimeOfferParameter(dt,o,i_offerParam) 'Override for energy offer parameters for specified datetime' - - ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeSustainedPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeFastPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeSustainedTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeFastTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeSustainedILRoffer(dt,o,trdBlk,ILofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) 'Override for reserve offers for specified trading periods' - ovrd_dateTimeFastILRoffer(dt,o,trdBlk,ILofrCmpnt) 'Override for reserve offers for specified datetime' - - ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) 'Override for MW used to determine factor to adjust maximum reserve of a reserve class' - ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) 'Override for MW used to determine factor to adjust maximum reserve of a reserve class' - - -* Bid data - ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) 'Override for energy bids for specified trading periods' - ovrd_dateTimeEnergyBid(dt,i_bid,trdBlk,NRGbidCmpnt) 'Override for energy bids for specified datetime' - ovrd_tradePeriodDispatchableBid(tp,i_bid) 'Override for energy bids for specified trading periods' - ovrd_datetimeDispatchableBid(dt,i_bid) 'Override for energy bids for specified datetime' -; - - - -*========================================================================================================================= -* 2. Demand overrides -*========================================================================================================================= -* Note that demMethod is declared in vSPDsolve.gms. Elements include scale, increment, and value where: -* - scaling is applied first, -* - increments are applied second and take precedence over scaling, and -* - values are applied last and take precedence over increments. - - -*Loading data from gdx file -$gdxin "%ovrdPath%%vSPDinputOvrdData%.gdx" -$load ovrd_tradePeriodNodeDemand = demandOverrides -$load ovrd_tradePeriodIslandDemand = demandOverrides -$load ovrd_dateTimeNodeDemand = demandOverrides -$load ovrd_dateTimeIslandDemand = demandOverrides -$gdxin - - -*overwrite period demand override by datetime demand override if datetime demand override exists (>0) -Loop i_dateTimeTradePeriodMap(dt,tp) do - ovrd_tradePeriodNodeDemand(tp,n,demMethod) - $ ovrd_dateTimeNodeDemand(dt,n,demMethod) - = ovrd_dateTimeNodeDemand(dt,n,demMethod); - - ovrd_tradePeriodIslandDemand(tp,ild,demMethod) - $ ovrd_dateTimeIslandDemand(dt,ild,demMethod) - = ovrd_dateTimeIslandDemand(dt,ild,demMethod); -EndLoop; - - -* Store current node and island demand into temporary parameters -temp_TradePeriodNodeDemand(tp,n) = 0 ; -temp_TradePeriodIslandDemand(tp,ild) = 0; - -temp_TradePeriodNodeDemand(tp,n) = i_tradePeriodNodeDemand(tp,n) ; -temp_TradePeriodIslandDemand(tp,ild) - = Sum[ (n,b) $ { i_tradePeriodNodeBus(tp,n,b) and - i_tradePeriodBusIsland(tp,b,ild) and - (temp_TradePeriodNodeDemand(tp,n) > 0) and - (Sum[ bd $ { sameas(n,bd) and - i_tradePeriodDispatchableBid(tp,bd) - }, 1 ] = 0) - } - , temp_TradePeriodNodeDemand(tp,n) - * i_tradePeriodNodeBusAllocationFactor(tp,n,b) - ] ; - -used_TradePeriodIslandScale(tp,ild) = 1; - -* Apply island scaling factor to an island if scaling factor exist -used_TradePeriodIslandScale(tp,ild) - $ ovrd_tradePeriodIslandDemand(tp,ild,'scale') - = ovrd_tradePeriodIslandDemand(tp,ild,'scale') ; - -* Apply island scaling factor to an island if scaling factor = eps (i.e. zero) -used_TradePeriodIslandScale(tp,ild) - $ { ovrd_tradePeriodIslandDemand(tp,ild,'scale') - and (ovrd_tradePeriodIslandDemand(tp,ild,'scale') = eps) } - = 0 ; - -* Apply island increments to an island if increments exist -used_TradePeriodIslandScale(tp,ild) - $ ovrd_tradePeriodIslandDemand(tp,ild,'increment') - = 1 + [ ovrd_tradePeriodIslandDemand(tp,ild,'increment') - / temp_TradePeriodIslandDemand(tp,ild) ] ; - -* Apply island values to an island if values exist -used_TradePeriodIslandScale(tp,ild) - $ ovrd_tradePeriodIslandDemand(tp,ild,'value') - = ovrd_tradePeriodIslandDemand(tp,ild,'value') - / temp_TradePeriodIslandDemand(tp,ild) ; - -* Apply island values to an island if value = eps (i.e. zero) -used_TradePeriodIslandScale(tp,ild) - $ { ovrd_tradePeriodIslandDemand(tp,ild,'value') - and (ovrd_tradePeriodIslandDemand(tp,ild,'value') = eps) } - = 0 ; - -* Allocate island demand override value to node demand -i_tradePeriodNodeDemand(tp,n) $ (temp_TradePeriodNodeDemand(tp,n) > 0) - = Sum[ (b,ild) $ { i_tradePeriodNodeBus(tp,n,b) and - i_tradePeriodBusIsland(tp,b,ild) - } , used_TradePeriodIslandScale(tp,ild) - * i_tradePeriodNodeBusAllocationFactor(tp,n,b) - * temp_TradePeriodNodeDemand(tp,n) - ] ; - -* Node demand overrides --> overwriten island override as node level -i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'scale') - = temp_TradePeriodNodeDemand(tp,n) - * ovrd_tradePeriodNodeDemand(tp,n,'scale') ; - -i_tradePeriodNodeDemand(tp,n) - $ { ovrd_tradePeriodNodeDemand(tp,n,'scale') - and (ovrd_tradePeriodNodeDemand(tp,n,'scale') = eps) } - = 0; - -i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'increment') - = temp_TradePeriodNodeDemand(tp,n) - + ovrd_tradePeriodNodeDemand(tp,n,'increment'); - -i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'value') - = ovrd_tradePeriodNodeDemand(tp,n,'value') ; - -i_tradePeriodNodeDemand(tp,n) - $ { ovrd_tradePeriodNodeDemand(tp,n,'value') - and (ovrd_tradePeriodNodeDemand(tp,n,'value') = eps) } - = 0; - - - -*========================================================================================================================= -* 3. Bid and Offer overrides - incl. bid, energy, PLSR, TWDR, and ILR -*========================================================================================================================= -*Loading data from gdx file -$gdxin "%ovrdPath%%vSPDinputOvrdData%.gdx" - -$load ovrd_tradePeriodEnergyOfferX = energyOfferOverrides -$load ovrd_dateTimeEnergyOfferX = energyOfferOverrides - -$load ovrd_tradePeriodEnergyOffer = energyOfferOverrides -$load ovrd_dateTimeEnergyOffer = energyOfferOverrides - -$load ovrd_tradePeriodOfferParameter = offerParameterOverrides -$load ovrd_dateTimeOfferParameter = offerParameterOverrides -$load ovrd_tradePeriodReserveClassGenerationMaximum = offerParameterOverrides -$load ovrd_dateTimeReserveClassGenerationMaximum = offerParameterOverrides - -$load ovrd_tradePeriodFastILRoffer = fastILROfferOverrides -$load ovrd_dateTimeFastILRoffer = fastILROfferOverrides -$load ovrd_tradePeriodSustainedILRoffer = sustainedILROfferOverrides -$load ovrd_dateTimeSustainedILRoffer = sustainedILROfferOverrides - -$load ovrd_tradePeriodFastPLSRoffer = fastPLSROfferOverrides -$load ovrd_dateTimeFastPLSRoffer = fastPLSROfferOverrides -$load ovrd_tradePeriodSustainedPLSRoffer = sustainedPLSROfferOverrides -$load ovrd_dateTimeSustainedPLSRoffer = sustainedPLSROfferOverrides - -$load ovrd_tradePeriodFastTWDRoffer = fastTWDROfferOverrides -$load ovrd_dateTimeFastTWDRoffer = fastTWDROfferOverrides -$load ovrd_tradePeriodSustainedTWDRoffer = sustainedTWDROfferOverrides -$load ovrd_dateTimeSustainedTWDRoffer = sustainedTWDROfferOverrides - -$load ovrd_tradePeriodEnergyBid = energyBidOverrides -$load ovrd_dateTimeEnergyBid = energyBidOverrides -$load ovrd_tradePeriodDispatchableBid = dispatchableEnergyBidOverrides -$load ovrd_datetimeDispatchableBid = dispatchableEnergyBidOverrides - -$gdxin - -* The parameters below added to fix the bug in vSPD online overrides -ovrd_tradePeriodEnergyOffer(tp,o,trdBlk,'i_generationMWofferPrice') - $ ovrd_tradePeriodEnergyOfferX(tp,o,trdBlk,'i_generationofferPrice') - = ovrd_tradePeriodEnergyOfferX(tp,o,trdBlk,'i_generationofferPrice'); - -ovrd_dateTimeEnergyOffer(dt,o,trdBlk,'i_generationMWofferPrice') - $ ovrd_dateTimeEnergyOfferX(dt,o,trdBlk,'i_generationofferPrice') - = ovrd_dateTimeEnergyOfferX(dt,o,trdBlk,'i_generationofferPrice'); -* The parameters above added to fix the bug in vSPD online overrides - -*overwrite period offer override by datetime offer override if datetime offer override exists (>0) -Loop i_dateTimeTradePeriodMap(dt,tp) do - ovrd_tradePeriodEnergyOffer(tp,o,trdBlk,NRGofrCmpnt) - $ ovrd_dateTimeEnergyOffer(dt,o,trdBlk,NRGofrCmpnt) - = ovrd_dateTimeEnergyOffer(dt,o,trdBlk,NRGofrCmpnt) ; - - ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) - $ ovrd_dateTimeOfferParameter(dt,i_offer,i_offerParam) - = ovrd_dateTimeOfferParameter(dt,i_offer,i_offerParam) ; - - ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ ovrd_dateTimeFastPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) - = ovrd_dateTimeFastPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) ; - - ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ ovrd_dateTimeSustainedPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) - = ovrd_dateTimeSustainedPLSRoffer(dt,o,trdBlk,PLSofrCmpnt) ; - - ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ ovrd_dateTimeFastTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) - = ovrd_dateTimeFastTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) ; - - ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ ovrd_dateTimeSustainedTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) - = ovrd_dateTimeSustainedTWDRoffer(dt,o,trdBlk,TWDofrCmpnt) ; - - ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ ovrd_dateTimeFastILRoffer(dt,o,trdBlk,ILofrCmpnt) - = ovrd_dateTimeFastILRoffer(dt,o,trdBlk,ILofrCmpnt) ; - - ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ ovrd_dateTimeSustainedILRoffer(dt,o,trdBlk,ILofrCmpnt) - = ovrd_dateTimeSustainedILRoffer(dt,o,trdBlk,ILofrCmpnt) ; - - ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) - $ ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) - = ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) ; - - ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) - $ ovrd_dateTimeEnergyBid(dt,i_bid,trdBlk,NRGbidCmpnt) - = ovrd_dateTimeEnergyBid(dt,i_bid,trdBlk,NRGbidCmpnt) ; - - ovrd_tradePeriodDispatchableBid(tp,i_bid) - $ ovrd_datetimeDispatchableBid(dt,i_bid) - = ovrd_datetimeDispatchableBid(dt,i_bid) ; -EndLoop; - -* Energy offer overrides -i_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) - $ (ovrd_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) > 0) - = ovrd_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) ; - -i_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) - $ { ovrd_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) - and (ovrd_tradePeriodEnergyOffer(tp,i_offer,trdBlk,NRGofrCmpnt) = eps) - } = 0 ; - -* Offer parameter overrides -i_tradePeriodOfferParameter(tp,i_offer,i_offerParam) - $ (ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) > 0) - = ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) ; - -i_tradePeriodOfferParameter(tp,i_offer,i_offerParam) - $ { ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) - and (ovrd_tradePeriodOfferParameter(tp,i_offer,i_offerParam) = eps ) - } = 0 ; - -* PLSR offer overrides -i_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ (ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) > 0) - = ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) ; - -i_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ { ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - and (ovrd_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) = eps) - } = 0 ; - -i_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ (ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) > 0) - = ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) ; - -i_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - $ { ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) - and (ovrd_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) = eps) - } = 0 ; - -* TWDR offer overrides -i_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ (ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) > 0) - = ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) ; - -i_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ { ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - and (ovrd_tradePeriodFastTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) = eps) - } = 0 ; - -i_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ (ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) > 0) - = ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) ; - -i_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - $ { ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) - and (ovrd_tradePeriodSustainedTWDRoffer(tp,o,trdBlk,TWDofrCmpnt) = eps) - } = 0 ; - -* ILR offer overrides -i_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ (ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) > 0) - = ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) ; - -i_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ { ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - and (ovrd_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) = eps) - } = 0 ; - -i_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ (ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) > 0) - = ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) ; - -i_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) - $ { ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) - and (ovrd_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) = eps) - } = 0 ; - -* Genertion Reserve Class Capacity -i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) - $ (ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) > 0) - = ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) ; - -i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) - $ { ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) - and (ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) = eps) - } = 0 ; - -* Enegry bid overrides -i_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) - $ (ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) > 0) - = ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) ; - -i_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) - $ { ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) - and (ovrd_tradePeriodEnergyBid(tp,i_bid,trdBlk,NRGbidCmpnt) = eps) - } = 0 ; - -i_tradePeriodDispatchableBid(tp,i_bid) - $ (ovrd_tradePeriodDispatchableBid(tp,i_bid) > 0) = yes ; - -i_tradePeriodDispatchableBid(tp,i_bid) - $ { ovrd_tradePeriodDispatchableBid(tp,i_bid) - and (ovrd_tradePeriodDispatchableBid(tp,i_bid) = eps) - } = no ; - -$offEnd - - -* End of file diff --git a/Programs/vSPDperiod.gms b/Programs/vSPDperiod.gms deleted file mode 100644 index b7b7aa5..0000000 --- a/Programs/vSPDperiod.gms +++ /dev/null @@ -1,124 +0,0 @@ -*===================================================================================== -* Name: vSPDPeriod.gms -* Function: Establish the set of periods selected to be solved in vSPD -* and unload to gdx file for later use in vSPDsolve.gms -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* https://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: https://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 1 Oct 2019 -* -*===================================================================================== - -$include vSPDsettings.inc -$include vSPDcase.inc - -* If input file does not exist then go to the next input file -$ifthen exist "%inputPath%\%vSPDinputData%.gdx" - - -*=============================================================================== -* 1. Initialize set and data -*=============================================================================== -Sets -sarea /NI, SI, National/ -tp 'Set of trading periods' -dt 'Set of datetime' -dt2tp(dt,tp) 'Mapping datetime to trading periods' -stp(tp) 'Trading periods to be solved' -sdt(dt) 'Date time to be solved' - -$onempty -i_riskGroup(*) 'Set representing a collection of generation and reserve offers treated as a group risk' // -i_tradePeriodRiskGroup(*,*,*,*) 'Mappimg of risk group to offers in current trading period for each risk class - SPD version 11.0 update' // -$offempty - -; -alias (tp,tp1); - -Scalars -i_day 'Day number (1..31)' -i_month 'Month number (1..12)' -i_year 'Year number (1900..2200)' -inputGDXGDate 'Gregorian date of input GDX file' -scarcityPricingGDXGDate 'Scarcity pricing scheme available date' -; - -Parameter -scarcitySituationExists(tp,sarea) 'Flag to indicate that a scarcity situation exists (1 = Yes)' -; - -$gdxin "%inputPath%\%vSPDinputData%.gdx" -$load i_day i_month i_year -$load tp = i_tradePeriod -$load dt = i_dateTime -$load dt2tp = i_dateTimeTradePeriodMap -$gdxin - - -*=============================================================================== -* 2. Establish which trading periods are to be solved -*=============================================================================== -Sets -alp 'All trading periods to be solved' / All / -tmp 'Temporary list of trading period to be solved' -$include vSPDtpsToSolve.inc -; - -stp(tp) = no ; -stp(tp) $ sum[ tmp, diag(tp,tmp)] = yes ; -stp(tp) $ sum[ tmp, diag(tmp,'All')] = yes ; -stp(tp) $ [sum[ (tp1,tmp), diag(tp1,tmp)] = 0] = yes ; -$if %opMode% == 'DWH' stp(tp) = yes; -sdt(dt) = no; -sdt(dt) $ sum[ stp(tp) $ dt2tp(dt,tp), 1 ] = yes ; - -execute_unload '%programPath%\vSPDperiod.gdx' - stp = i_TradePeriod - sdt = i_DateTime - i_riskGroup - i_tradePeriodRiskGroup - ; - - -*=============================================================================== -* 3. Check if scaricity pricing exist for selected trading period -*=============================================================================== -File vSPDcase "The current input case file" / "vSPDcase.inc" /; -vSPDcase.lw = 0 ; vSPDcase.sw = 0 ; vSPDcase.ap = 1 ; - -*Scarcity pricing scheme available date from 27 May 2014 -scarcityPricingGDXGDate = 41785; - -* Calculate the Gregorian date of the input data -inputGDXGDate = jdate(i_year,i_month,i_day) ; - -* Scarcity pricing flag -if(inputGDXGDate >= scarcityPricingGDXGDate, - execute_load "%inputPath%\%vSPDinputData%.gdx" - ScarcitySituationExists = i_tradePeriodScarcitySituationExists; - if( Sum[ (stp,sarea), ScarcitySituationExists(stp,sarea) ] > 0, - putclose vSPDcase "$setglobal scarcityExists 1 "; - else - putclose vSPDcase "$setglobal scarcityExists 0 "; - ) ; - -else - putclose vSPDcase "$setglobal scarcityExists 0 "; -) ; -* Scarcity pricing flag end - -*=============================================================================== -* 4. Check if risk group exist for selected trading period -*=============================================================================== - -* Risk group flag - Risk group available date from 20 Oct 2016 -if( jdate(i_year,i_month,i_day) >= jdate(2016,10,20), - putclose vSPDcase "$setglobal riskGroup 1 "; -else - putclose vSPDcase "$setglobal riskGroup 0 "; -) ; -* Risk group flag flag end - -$endif diff --git a/Programs/vSPDreport.gms b/Programs/vSPDreport.gms deleted file mode 100644 index 9c7dfc9..0000000 --- a/Programs/vSPDreport.gms +++ /dev/null @@ -1,435 +0,0 @@ -*===================================================================================== -* Name: vSPDreport.gms -* Function: Creates the detailed reports for normal SPD mode -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* https://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: https://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 1 Oct 2019 -* -*===================================================================================== - -* Normal vSPD run output -o_FromDateTime(dt)$( ord(dt) = 1 ) = yes ; - -* System surplus needs to be calculated outside the main loop -o_systemSurplus = o_systemLoadCost-o_systemLoadRevenue-o_systemEnergyRevenue ; - -* Trader level - Currently this does not include revenue from wind generators -* since wind generation in FP is represented as negative load -o_trader(trdr) = yes ; -o_traderGen(trdr) = sum(o_offerTrader(o,trdr), o_offerGen(o)) ; -o_traderFIR(trdr) = sum(o_offerTrader(o,trdr), o_offerFIR(o)) ; -o_traderSIR(trdr) = sum(o_offerTrader(o,trdr), o_offerSIR(o)) ; -o_traderGenRevenue(trdr) = sum(o_offerTrader(o,trdr), o_offerGenRevenue(o)); -o_traderFIRrevenue(trdr) = sum(o_offerTrader(o,trdr), o_offerFIRrevenue(o)); -o_traderSIRrevenue(trdr) = sum(o_offerTrader(o,trdr), o_offerSIRrevenue(o)); - - -*===================================================================================== -* Writing data in to CSV result files -*===================================================================================== - -* System level summary -File SystemResults / "%outputPath%\%runName%\%runName%_SystemResults.csv" / ; -SystemResults.pc = 5 ; SystemResults.lw = 0 ; -SystemResults.pw = 9999 ; SystemResults.ap = 1 ; -put SystemResults ; -loop( dt $ o_FromDateTime(dt), - put dt.tl, o_NumTradePeriods, o_systemOFV, o_systemGen, o_systemLoad - o_systemLoss, o_systemViolation, o_systemFIR, o_systemSIR - o_systemEnergyRevenue, o_systemLoadCost, o_systemLoadRevenue - o_systemSurplus / ; -) ; - -* Offer level summary -File OfferResults / "%outputPath%\%runName%\%runName%_OfferResults.csv" / ; -OfferResults.pc = 5 ; OfferResults.lw = 0 ; -OfferResults.pw = 9999 ; OfferResults.ap = 1 ; -put OfferResults ; -loop( (dt,o,trdr) - $ { o_FromDateTime(dt) and o_offerTrader(o,trdr) and - [ o_offerGen(o) or o_offerFIR(o) or o_offerSIR(o) ] - }, - put dt.tl, o_NumTradePeriods, o.tl, trdr.tl - o_offerGen(o), o_offerFIR(o), o_offerSIR(o) / ; -) ; - -* Trader level summary -File TraderResults / "%outputPath%\%runName%\%runName%_TraderResults.csv" / ; -TraderResults.pc = 5 ; TraderResults.lw = 0 ; -TraderResults.pw = 9999 ; TraderResults.ap = 1 ; -put TraderResults ; -loop( (dt,trdr) - $ { o_FromDateTime(dt) and o_trader(trdr) and - [ o_traderGen(trdr) or o_traderFIR(trdr) or o_traderSIR(trdr) ] - }, - put dt.tl, o_NumTradePeriods, trdr.tl - o_traderGen(trdr), o_traderFIR(trdr), o_traderSIR(trdr) / ; -) ; - - -* Trading period level report -$if not exist "%outputPath%\%runName%\%runName%_BusResults_TP.csv" $goto SkipTP - -* Trading period summary result -File -SummaryResults_TP / "%outputPath%\%runName%\%runName%_SummaryResults_TP.csv" / ; -SummaryResults_TP.pc = 5 ; SummaryResults_TP.lw = 0 ; -SummaryResults_TP.pw = 9999 ; SummaryResults_TP.ap = 1 ; -SummaryResults_TP.nd = 5 ; -put SummaryResults_TP ; -loop( dt, - put dt.tl, o_solveOK_TP(dt), o_ofv_TP(dt) - o_systemCost_TP(dt), o_systemBenefit_TP(dt) - o_penaltyCost_TP(dt), o_DefGenViolation_TP(dt) - o_SurpGenViolation_TP(dt),o_DefResv_TP(dt),o_SurpBranchFlow_TP(dt) - o_DefRampRate_TP(dt), o_SurpRampRate_TP(dt) - o_DefBranchGroupConst_TP(dt), o_SurpBranchGroupConst_TP(dt) - o_DefMnodeConst_TP(dt), o_SurpMnodeConst_TP(dt) - o_DefACNodeConst_TP(dt), o_SurpACNodeConst_TP(dt) - o_DefT1MixedConst_TP(dt), o_SurpT1MixedConst_TP(dt) - o_DefGenericConst_TP(dt), o_SurpGenericConst_TP(dt) / ; -) ; - -* Trading period island result -File IslandResults_TP /"%outputPath%\%runName%\%runName%_IslandResults_TP.csv"/; -IslandResults_TP.pc = 5 ; IslandResults_TP.lw = 0 ; -IslandResults_TP.pw = 9999 ; IslandResults_TP.ap = 1 ; -IslandResults_TP.nd = 5 ; -put IslandResults_TP ; -loop( (dt,ild) $ o_island(dt,ild), - put dt.tl, ild.tl, o_islandGen_TP(dt,ild), o_islandLoad_TP(dt,ild) - o_islandClrBid_TP(dt,ild), o_islandBranchLoss_TP(dt,ild) - o_HVDCFlow_TP(dt,ild), o_HVDCLoss_TP(dt,ild) - o_islandRefPrice_TP(dt,ild), o_FIRReqd_TP(dt,ild) - o_SIRReqd_TP(dt,ild), o_FIRPrice_TP(dt,ild) - o_SIRPrice_TP(dt,ild), o_islandEnergyRevenue_TP(dt,ild) - o_islandLoadCost_TP(dt,ild), o_islandLoadRevenue_TP(dt,ild) -* NIRM output - o_FirCleared_TP(dt,ild), o_SirCleared_TP(dt,ild) - o_FirSent_TP(dt,ild), o_SirSent_TP(dt,ild) - o_FirReceived_TP(dt,ild), o_SirReceived_TP(dt,ild) - o_FirEffReport_TP(dt,ild), o_SirEffReport_TP(dt,ild) -*NIRM output end - / ; -) ; - -$ifthen.ScarcityReport %scarcityExists%==1 -* Trading period scarcity results -File scarcityResults_TP / "%outputPath%\%runName%\%runName%_ScarcityResults_TP.csv" /; -scarcityResults_TP.pc = 5 ; scarcityResults_TP.lw = 0 ; -scarcityResults_TP.pw = 9999 ; scarcityResults_TP.ap = 1 ; -scarcityResults_TP.nd = 3 ; -put scarcityResults_TP ; -loop( (dt,ild) $ o_island(dt,ild), - put dt.tl, ild.tl, o_scarcityExists_TP(dt,ild), o_cptPassed_TP(dt,ild) - o_avgPriorGWAP_TP(dt,ild), o_islandGWAPbefore_TP(dt,ild) - o_islandGWAPafter_TP(dt,ild), o_scarcityGWAPbefore_TP(dt,ild) - o_scarcityGWAPafter_TP(dt,ild), o_scarcityScalingFactor_TP(dt,ild) - o_GWAPthreshold_TP(dt,ild), o_GWAPfloor_TP(dt,ild) - o_GWAPceiling_TP(dt,ild) / ; -) ; -$endif.ScarcityReport - -* Trading period bus result -File BusResults_TP / "%outputPath%\%runName%\%runName%_BusResults_TP.csv" / ; -BusResults_TP.pc = 5 ; -BusResults_TP.lw = 0 ; -BusResults_TP.pw = 9999 ; -BusResults_TP.ap = 1 ; -BusResults_TP.nd = 3 -put BusResults_TP ; -loop( o_bus(dt,b), - put dt.tl, b.tl, o_busGeneration_TP(dt,b), o_busLoad_TP(dt,b) - o_busPrice_TP(dt,b), o_busRevenue_TP(dt,b), o_busCost_TP(dt,b) - o_busDeficit_TP(dt,b), o_busSurplus_TP(dt,b) / ; -) ; - -* Trading period node result -File NodeResults_TP /"%outputPath%\%runName%\%runName%_NodeResults_TP.csv" / ; -NodeResults_TP.pc = 5 ; -NodeResults_TP.lw = 0 ; -NodeResults_TP.pw = 9999 ; -NodeResults_TP.ap = 1 ; -NodeResults_TP.nd = 3 ; -put NodeResults_TP ; -loop( (dt,n) $ o_node(dt,n), - put dt.tl, n.tl, o_nodeGeneration_TP(dt,n), o_nodeLoad_TP(dt,n) - o_nodePrice_TP(dt,n), o_nodeRevenue_TP(dt,n), o_nodeCost_TP(dt,n) - o_nodeDeficit_TP(dt,n), o_nodeSurplus_TP(dt,n) / ; -) ; - -* Trading period offer result -File OfferResults_TP /"%outputPath%\%runName%\%runName%_OfferResults_TP.csv"/ ; -OfferResults_TP.pc = 5 ; OfferResults_TP.lw = 0 ; -OfferResults_TP.pw = 9999 ; OfferResults_TP.ap = 1 ; -OfferResults_TP.nd = 3 ; -put OfferResults_TP ; -loop( (dt,o) $ o_offer(dt,o), - put dt.tl, o.tl, o_offerEnergy_TP(dt,o) - o_offerFIR_TP(dt,o), o_offerSIR_TP(dt,o) / ; -) ; - -* Trading period bid result -File BidResults_TP / "%outputPath%\%runName%\%runName%_BidResults_TP.csv" / ; -BidResults_TP.pc = 5 ; BidResults_TP.lw = 0 ; -BidResults_TP.pw = 9999 ; BidResults_TP.ap = 1 ; -BidResults_TP.nd = 3 ; -put BidResults_TP ; -loop( (dt,bd) $ o_bid(dt,bd), - put dt.tl, bd.tl, o_bidTotalMW_TP(dt,bd), o_bidEnergy_TP(dt,bd) - o_bidFIR_TP(dt,bd), o_bidSIR_TP(dt,bd) / ; -) ; - -* Trading period reserve result -File -ReserveResults_TP /"%outputPath%\%runName%\%runName%_ReserveResults_TP.csv" / ; -ReserveResults_TP.pc = 5 ; ReserveResults_TP.lw = 0 ; -ReserveResults_TP.pw = 9999 ; ReserveResults_TP.ap = 1 ; -ReserveResults_TP.nd = 3 ; -put ReserveResults_TP ; -loop( (dt,ild) $ o_island(dt,ild), - put dt.tl, ild.tl, o_FIRReqd_TP(dt,ild), o_SIRReqd_TP(dt,ild) - o_FIRPrice_TP(dt,ild), o_SIRPrice_TP(dt,ild) - o_FIRViolation_TP(dt,ild), o_SIRViolation_TP(dt,ild) - o_FIRvrMW_TP(dt,ild), o_SIRvrMW_TP(dt,ild) / ; -) ; - -* Trading period branch result -File -BranchResults_TP / "%outputPath%\%runName%\%runName%_BranchResults_TP.csv" / ; -BranchResults_TP.pc = 5 ; BranchResults_TP.lw = 0 ; -BranchResults_TP.pw = 9999 ; BranchResults_TP.ap = 1 ; -BranchResults_TP.nd = 5 ; -put BranchResults_TP ; -loop( (dt,br,frB,toB) - $ { o_branchToBus_TP(dt,br,toB) and - o_branchFromBus_TP(dt,br,frB) and o_branch(dt,br) - }, - put dt.tl, br.tl, frB.tl, toB.tl, o_branchFlow_TP(dt,br) - o_branchCapacity_TP(dt,br), o_branchDynamicLoss_TP(dt,br) - o_branchFixedLoss_TP(dt,br), o_branchFromBusPrice_TP(dt,br) - o_branchToBusPrice_TP(dt,br), o_branchMarginalPrice_TP(dt,br) - o_branchTotalRentals_TP(dt,br) / ; -) ; - -* Trading period branch constraint result -File BrCstrResults_TP -/ "%outputPath%\%runName%\%runName%_BrConstraintResults_TP.csv" / ; -BrCstrResults_TP.pc = 5 ; -BrCstrResults_TP.lw = 0 ; -BrCstrResults_TP.pw = 9999 ; -BrCstrResults_TP.ap = 1 ; -BrCstrResults_TP.nd = 5 ; -put BrCstrResults_TP ; -loop( (dt,brCstr) $ o_brConstraint_TP(dt,brCstr), - put dt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) - o_brConstraintSense_TP(dt,brCstr), o_brConstraintRHS_TP(dt,brCstr) - o_brConstraintPrice_TP(dt,brCstr) / ; -) ; - -* Trading period market node constraint result -File MnodeCstrResults_TP -/ "%outputPath%\%runName%\%runName%_MnodeConstraintResults_TP.csv" / ; -MnodeCstrResults_TP.pc = 5 ; -MnodeCstrResults_TP.lw = 0 ; -MnodeCstrResults_TP.pw = 9999 ; -MnodeCstrResults_TP.ap = 1 ; -MnodeCstrResults_TP.nd = 5 ; -put MnodeCstrResults_TP ; -loop( (dt,MnodeCstr) $ o_MnodeConstraint_TP(dt,MnodeCstr), - put dt.tl, MnodeCstr.tl, o_MnodeConstraintLHS_TP(dt,MnodeCstr) - o_MnodeConstraintSense_TP(dt,MnodeCstr) - o_MnodeConstraintRHS_TP(dt,MnodeCstr) - o_MnodeConstraintPrice_TP(dt,MnodeCstr) / ; -) ; - -$label SkipTP -*=============================================================================== - - - -*=============================================================================== -* Audit mode reporting process -*=============================================================================== -$ifthen.AuditReport %opMode%=='AUD' - -* Introduce zero tolerance to detect risk setter due to rounding issues -Scalar zeroTolerance / 0.000001 / ; - - -* Audit - branch loss result -File branchLoss_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchLoss.csv"/; -branchLoss_Audit.pc = 5 ; -branchLoss_Audit.lw = 0 ; -branchLoss_Audit.pw = 9999 ; -BranchLoss_Audit.ap = 1 ; -BranchLoss_Audit.nd = 9 ; -put BranchLoss_Audit ; -loop( (dt,br) $ o_branch(dt,br), - put dt.tl, br.tl ; - loop(los $ o_LossSegmentBreakPoint(dt,br,los), - put o_LossSegmentBreakPoint(dt,br,los) - o_LossSegmentFactor(dt,br,los) ; - ) - put / ; -) ; - -* Audit - bus result -File busResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BusResults.csv"/; -busResults_Audit.pc = 5 ; -busResults_Audit.lw = 0 ; -busResults_Audit.pw = 9999 ; -BusResults_Audit.ap = 1 ; -BusResults_Audit.nd = 5 ; -put BusResults_Audit ; -loop( (dt,b,ild) $ { o_bus(dt,b) and o_busIsland_TP(dt,b,ild) }, - put dt.tl, ild.tl, b.tl, o_ACBusAngle(dt,b) - o_busPrice_TP(dt,b), o_busLoad_TP(dt,b) - o_ILBus_FIR_TP(dt,b), o_ILBus_SIR_TP(dt,b) / ; -) ; - -* Audit - market node result -File -MNodeResults_Audit /"%outputPath%\%runName%\%runName%_Audit_MNodeResults.csv"/; -MNodeResults_Audit.pc = 5 ; -MNodeResults_Audit.lw = 0 ; -MNodeResults_Audit.pw = 9999 ; -MNodeResults_Audit.ap = 1 ; -MNodeResults_Audit.nd = 5 ; -put MNodeResults_Audit ; -loop( (dt,o,ild) $ {o_offer(dt,o) and o_MarketNodeIsland_TP(dt,o,ild) }, - put dt.tl, ild.tl, o.tl, o_offerEnergy_TP(dt,o) - o_PLRO_FIR_TP(dt,o), o_PLRO_SIR_TP(dt,o) - o_TWRO_FIR_TP(dt,o), o_TWRO_SIR_TP(dt,o) / ; -) ; - -* Audit - branch result -File -brchResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchResults.csv"/; -brchResults_Audit.pc = 5 ; -brchResults_Audit.lw = 0 ; -brchResults_Audit.pw = 9999 ; -brchResults_Audit.ap = 1 ; -brchResults_Audit.nd = 9 ; -put brchResults_Audit ; -loop( (dt,br) $ o_branch(dt,br), - put dt.tl, br.tl, o_branchFlow_TP(dt,br) - o_branchDynamicLoss_TP(dt,br), o_branchFixedLoss_TP(dt,br) - [o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br)] ; - if ( o_branchMarginalPrice_TP(dt,br) <> 0, put 'Y' ; - else put 'N' ; - ) ; - - put o_branchMarginalPrice_TP(dt,br) ; - - if( o_NonPhysicalLoss(dt,br) > NonPhysicalLossTolerance, put 'Y' / ; - else put 'N' / ; - ) ; -) ; - -* Audit - risk result -File -riskResults_Audit /"%outputPath%\%runName%\%runName%_Audit_RiskResults.csv"/; -riskResults_Audit.pc = 5 ; -riskResults_Audit.lw = 0 ; -riskResults_Audit.pw = 9999 ; -RiskResults_Audit.ap = 1 ; -RiskResults_Audit.nd = 5 ; -put RiskResults_Audit ; -loop( (dt,ild,resC) $ o_island(dt,ild), - loop( (o,GenRisk) $ { ( o_generationRiskLevel(dt,ild,o,resC,GenRisk) > 0 ) - and ( abs[ o_GenerationRiskLevel(dt,ild,o,resC,GenRisk) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, o.tl, GenRisk.tl - o_GenerationRiskLevel(dt,ild,o,resC,GenRisk) - o_ResCleared_TP(dt,ild,resC), o_EffectiveRes_TP(dt,ild,resC,GenRisk) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - - ) ; - - loop( HVDCrisk $ { (o_HVDCriskLevel(dt,ild,resC,HVDCrisk) > 0) - and ( abs[ o_HVDCriskLevel(dt,ild,resC,HVDCrisk) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, 'HVDC', HVDCrisk.tl - o_HVDCriskLevel(dt,ild,resC,HVDCrisk), o_ResCleared_TP(dt,ild,resC) - o_EffectiveRes_TP(dt,ild,resC,HVDCRisk) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; - - loop( manualRisk $ { ( o_manuRiskLevel(dt,ild,resC,ManualRisk) > 0 ) - and ( abs[ o_manuRiskLevel(dt,ild,resC,manualRisk) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, 'Manual', manualRisk.tl - o_manuRiskLevel(dt,ild,resC,manualRisk),o_ResCleared_TP(dt,ild,resC) - o_EffectiveRes_TP(dt,ild,resC,manualRisk) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; - - loop( (o,riskC) $ { HVDCsecRisk(riskC) - and ( o_genHVDCriskLevel(dt,ild,o,resC,riskC) > 0 ) - and ( abs[ o_genHVDCriskLevel(dt,ild,o,resC,riskC) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, o.tl, riskC.tl - o_GenHVDCRiskLevel(dt,ild,o, resC,riskC) - o_ResCleared_TP(dt,ild,resC), o_EffectiveRes_TP(dt,ild,resC,riskC) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; - - loop( (o,riskC) $ { HVDCsecRisk(riskC) - and ( o_manuHVDCriskLevel(dt,ild,resC,riskC) > 0 ) - and ( abs[ o_manuHVDCriskLevel(dt,ild,resC,riskC) - - o_ReserveReqd_TP(dt,ild,resC) - ] <= ZeroTolerance ) - }, - put dt.tl, ild.tl, resC.tl, 'Manual', riskC.tl - o_manuHVDCriskLevel(dt,ild,resC,riskC) - o_ResCleared_TP(dt,ild,resC), o_EffectiveRes_TP(dt,ild,resC,riskC) - o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; - -* Ensure still reporting for conditions with zero FIR and/or SIR required - if( (o_ReserveReqd_TP(dt,ild,resC) = 0) , - put dt.tl, ild.tl, resC.tl, ' ', ' ', ' ' - o_ResCleared_TP(dt,ild,resC), o_ResViolation_TP(dt,ild,resC) - o_ResPrice_TP(dt,ild,resC), o_vrResMW_TP(dt,ild,resC) / ; - ) ; -) ; - -* Audit - objective result -File objResults_Audit /"%outputPath%\%runName%\%runName%_Audit_ObjResults.csv"/; -objResults_Audit.pc = 5 ; -objResults_Audit.lw = 0 ; -objResults_Audit.pw = 9999 ; -objResults_Audit.ap = 1 ; -objResults_Audit.nd = 5 ; -objResults_Audit.nw = 20 ; -put objResults_Audit -loop( dt, - put dt.tl, o_ofv_TP(dt) / -) ; - - -execute_unload '%outputPath%\%runName%\%vSPDinputData%_AllData.gdx' ; -$endif.AuditReport -*=============================================================================== -*execute_unload '%outputPath%\%runName%\%vSPDinputData%_AllData.gdx' ; - - - - diff --git a/Programs/vSPDreportSetup.gms b/Programs/vSPDreportSetup.gms deleted file mode 100644 index 56320d8..0000000 --- a/Programs/vSPDreportSetup.gms +++ /dev/null @@ -1,177 +0,0 @@ -*===================================================================================== -* Name: vSPDreportSetup.gms -* Function: Creates the report templates for normal SPD run -* Developed by: Tuong Nguyen - Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* https://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: https://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Last modified on: 1 Oct 2019 -* -*===================================================================================== - -$include vSPDsettings.inc - -File rep "Write a progess report" /"ProgressReport.txt"/ ; -rep.lw = 0 ; rep.ap = 1 ; -putclose rep "vSPDreportSetup started at: " system.date " " system.time /; - - -* System level summary -File systemResults / "%outputPath%\%runName%\%runName%_SystemResults.csv" /; -systemResults.pc = 5 ; systemResults.lw = 0 ; systemResults.pw = 9999 ; -put systemResults 'Date','NumTradePeriodsStudied', 'ObjectiveFunctionValue' - 'SystemGen (MW(half)h)','SystemLoad (MW(half)h)', 'SystemLoss (MW(half)h)' - 'SystemViolation (MW(half)h)','SystemFIR (MW(half)h)' - 'SystemSIR (MW(half)h)','SystemGenerationRevenue ($)','SystemLoadCost ($)' - 'SystemNegativeLoadRevenue ($)','SystemSurplus ($)' ; - - -* Offer level summary -File offerResults / "%outputPath%\%runName%\%runName%_OfferResults.csv" /; -offerResults.pc = 5 ; offerResults.lw = 0 ; offerResults.pw = 9999 ; -put offerResults 'Date', 'NumTradePeriodsStudied', 'Offer', 'Trader' - 'Generation (MWh)', 'FIR (MWh)', 'SIR (MWh)' ; - - -* Trader level summary -File traderResults / "%outputPath%\%runName%\%runName%_TraderResults.csv" /; -traderResults.pc = 5 ; traderResults.lw = 0 ; traderResults.pw = 9999 ; -put traderResults 'Date', 'NumTradePeriodsStudied', 'Trader' - 'Generation (MWh)', 'FIR (MWh)', 'SIR (MWh)' ; - - -* Trade Period Reports - -File summaryResults_TP / "%outputPath%\%runName%\%runName%_SummaryResults_TP.csv" /; -summaryResults_TP.pc = 5; summaryResults_TP.lw = 0; summaryResults_TP.pw = 9999; -put summaryResults_TP 'DateTime', 'SolveStatus (1=OK)', 'SystemOFV' - 'SystemCost', 'SystemBenefit', 'ViolationCost' - 'DeficitGenViol (MW)', 'SurplusGenViol (MW)', 'DeficitReserveViol (MW)' - 'SurplusBranchFlowViol (MW)', 'DeficitRampRateViol (MW)' - 'SurplusRampRateViol (MW)', 'DeficitBranchGroupConstraintViol (MW)' - 'SurplusBranchGroupConstraintViol (MW)', - 'DeficitMNodeConstraintViol (MW)', 'SurplusMNodeConstraintViol (MW)' - 'DeficitACNodeConstraintViol(MW)', 'SurplusACNodeConstraintViol (MW)' - 'DeficitMixedConstraintViol (MW)', 'SurplusMixedConstraintViol (MW)' - 'DeficitGenericConstraintViol (MW)', 'SurplusGenericConstraintViol (MW)'; - - -File islandResults_TP / "%outputPath%\%runName%\%runName%_IslandResults_TP.csv" /; -islandResults_TP.pc = 5; islandResults_TP.lw = 0; islandResults_TP.pw = 9999; -put islandResults_TP 'DateTime', 'Island', 'Gen (MW)', 'Load (MW)' - 'Bid Load (MW)', 'IslandACLoss (MW)', 'HVDCFlow (MW)', 'HVDCLoss (MW)' - 'ReferencePrice ($/MWh)', 'FIR_req (MW)', 'SIR_req (MW)', 'FIR Price ($/MWh)' - 'SIR Price ($/MWh)', 'GenerationRevenue ($)', 'LoadCost ($)' - 'NegativeLoadRevenue ($)' -* NIRM output - 'FIR_Clear', 'SIR_Clear', 'FIR_Share', 'SIR_Share' - 'FIR_Receive', 'SIR_Receive', 'FIR_Effective', 'SIR_Effective' -*NIRM output end -; - - -File scarcityResults_TP / "%outputPath%\%runName%\%runName%_ScarcityResults_TP.csv" /; -scarcityResults_TP.pc = 5; scarcityResults_TP.lw = 0; scarcityResults_TP.pw = 9999; -put scarcityResults_TP 'DateTime', 'Island' - 'Scarcity exists (0=none, 1=island, 2=national)' - 'CPT passed', 'AvgPriorGWAP ($/MWh)', 'IslandGWAP_before ($/MWh)' - 'IslandGWAP_after ($/MWh)', 'ScarcityAreaGWAP_before ($/MWh)' - 'ScarcityAreaGWAP_after ($/MWh)', 'ScarcityScalingFactor' - 'CPT_GWAPthreshold ($/MWh)', 'GWAPfloor ($/MWh)', 'GWAPceiling ($/MWh)'; - - -File busResults_TP / "%outputPath%\%runName%\%runName%_BusResults_TP.csv" /; -busResults_TP.pc = 5; busResults_TP.lw = 0; busResults_TP.pw = 9999; -put busResults_TP 'DateTime', 'Bus', 'Generation (MW)', 'Load (MW)' - 'Price ($/MWh)', 'Revenue ($)', 'Cost ($)', 'Deficit(MW)', 'Surplus(MW)'; - - -File nodeResults_TP / "%outputPath%\%runName%\%runName%_NodeResults_TP.csv" /; -nodeResults_TP.pc = 5; nodeResults_TP.lw = 0; nodeResults_TP.pw = 9999; -put nodeResults_TP 'DateTime', 'Node', 'Generation (MW)', 'Load (MW)' - 'Price ($/MWh)', 'Revenue ($)', 'Cost ($)', 'Deficit(MW)', 'Surplus(MW)'; - - -File offerResults_TP / "%outputPath%\%runName%\%runName%_OfferResults_TP.csv" /; -offerResults_TP.pc = 5; offerResults_TP.lw = 0; offerResults_TP.pw = 9999; -put offerResults_TP 'DateTime', 'Offer', 'Generation (MW)', 'FIR (MW)', 'SIR (MW)' ; - - -File bidResults_TP / "%outputPath%\%runName%\%runName%_BidResults_TP.csv" /; -bidResults_TP.pc = 5; bidResults_TP.lw = 0; bidResults_TP.pw = 9999; -put bidResults_TP 'DateTime', 'Bid', 'Total Bid (MW)' - 'Cleared Bid (MW)', 'FIR (MW)', 'SIR (MW)' ; - - -File reserveResults_TP / "%outputPath%\%runName%\%runName%_ReserveResults_TP.csv" /; -reserveResults_TP.pc = 5; reserveResults_TP.lw = 0; reserveResults_TP.pw = 9999; -put reserveResults_TP 'DateTime', 'Island', 'FIR Reqd (MW)', 'SIR Reqd (MW)' - 'FIR Price ($/MW)', 'SIR Price ($/MW)', 'FIR Violation (MW)' - 'SIR Violation (MW)', 'Virtual FIR (MW)', 'Virtual SIR (MW)' ; - - -File branchResults_TP / "%outputPath%\%runName%\%runName%_BranchResults_TP.csv" /; -branchResults_TP.pc = 5; branchResults_TP.lw = 0; branchResults_TP.pw = 9999; -put branchResults_TP 'DateTime', 'Branch', 'FromBus', 'ToBus' - 'Flow (MW) (From->To)', 'Capacity (MW)', 'DynamicLoss (MW)' - 'FixedLoss (MW)', 'FromBusPrice ($/MWh)', 'ToBusPrice ($/MWh)' - 'BranchPrice ($/MWh)', 'BranchRentals ($)' ; - - -File brCstrResults_TP / "%outputPath%\%runName%\%runName%_BrConstraintResults_TP.csv" /; -brCstrResults_TP.pc = 5; brCstrResults_TP.lw = 0; brCstrResults_TP.pw = 9999; -put brCstrResults_TP 'DateTime', 'BranchConstraint', 'LHS (MW)' - 'Sense (-1:<=, 0:=, 1:>=)', 'RHS (MW)', 'Price ($/MWh)' ; - - -File MNodeCstrResults_TP / "%outputPath%\%runName%\%runName%_MNodeConstraintResults_TP.csv" /; -MNodeCstrResults_TP.pc = 5; MNodeCstrResults_TP.lw = 0; MNodeCstrResults_TP.pw = 9999 ; -put MNodeCstrResults_TP 'DateTime', 'MNodeConstraint', 'LHS (MW)' - 'Sense (-1:<=, 0:=, 1:>=)', 'RHS (MW)', 'Price ($/MWh)' ; - - -*=============================================================================== -* Audit mode reporting process -*=============================================================================== -$Iftheni.Audit %opMode%=='AUD' - -File branchLoss_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchLoss.csv"/; -branchLoss_Audit.pc = 5; branchLoss_Audit.lw = 0; branchLoss_Audit.pw = 9999; -put branchLoss_Audit 'DateTime', 'Branch Name' - 'LS1_MW', 'LS1_Factor', 'LS2_MW', 'LS2_Factor', 'LS3_MW', 'LS3_Factor' - 'LS4_MW', 'LS4_Factor', 'LS5_MW', 'LS5_Factor', 'LS6_MW', 'LS6_Factor' ; - - -File busResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BusResults.csv"/; -busResults_Audit.pc = 5; busResults_Audit.lw = 0; busResults_Audit.pw = 9999; -put busResults_Audit 'DateTime', 'Island', 'Bus', 'Angle' - 'Price', 'Load', 'Cleared ILRO 6s', 'Cleared ILRO 60s' ; - - -File MNodeResults_Audit /"%outputPath%\%runName%\%runName%_Audit_MNodeResults.csv"/; -MNodeResults_Audit.pc = 5; MNodeResults_Audit.lw = 0; MNodeResults_Audit.pw = 9999; -put MNodeResults_Audit 'DateTime', 'Island', 'Generator', 'Cleared GenMW' - 'Cleared PLRO 6s', 'Cleared PLRO 60s' - 'Cleared TWRO 6s', 'Cleared TWRO 60s' ; - - -File brchResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchResults.csv"/; -brchResults_Audit.pc = 5; brchResults_Audit.lw = 0; brchResults_Audit.pw = 9999; -put brchResults_Audit 'DateTime', 'Branch Name', 'Flow', 'Variable Loss' -'Fixed Loss', 'Total Losses', 'Constrained', 'Shadow Price', 'NonPhysicalLoss'; - - -File riskResults_Audit /"%outputPath%\%runName%\%runName%_Audit_RiskResults.csv"/; -riskResults_Audit.pc = 5; riskResults_Audit.lw = 0; riskResults_Audit.pw = 9999; -put riskResults_Audit 'DateTime', 'Island', 'ReserveClass', 'Risk Setter' - 'RiskClass', 'Max Risk', 'Reserve Cleared', 'Reserve Shared' - 'Violation', 'Reserve Price', 'Virtual Reserve MW' ; - - -File objResults_Audit /"%outputPath%\%runName%\%runName%_Audit_ObjResults.csv"/; -objResults_Audit.pc = 5; objResults_Audit.lw = 0; objResults_Audit.pw = 9999; -put objResults_Audit 'DateTime', 'Objective Function' ; - -$endif.Audit - diff --git a/Programs/vSPDsettings.inc b/Programs/vSPDsettings.inc deleted file mode 100644 index bff6bb7..0000000 --- a/Programs/vSPDsettings.inc +++ /dev/null @@ -1,53 +0,0 @@ -*+++ vSPD settings +++ -$inlinecom ## ## -$eolcom ! - -*+++ Paths +++ -$setglobal runName Test_Run_All -$setglobal programPath '%system.fp%' -$setglobal inputPath '%system.fp%..\Input\' -$setglobal ovrdPath '%system.fp%..\Override\' -$setglobal outputPath '%system.fp%..\Output\' - -$setglobal vSPDinputOvrdData '' ! Name of override file - - -*+++ Model +++ -Scalar sequentialSolve / 0 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 -Scalar disconnectedNodePriceCorrection / 1 / ; -Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise - - -*+++ Network +++ -Scalar useACLossModel / 1 / ; -Scalar useHVDCLossModel / 1 / ; -Scalar useACBranchLimits / 1 / ; -Scalar useHVDCBranchLimits / 1 / ; -Scalar resolveCircularBranchFlows / 1 / ; -Scalar resolveHVDCNonPhysicalLosses / 1 / ; -Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development -Scalar circularBranchFlowTolerance / 0.000001 / ; -Scalar nonPhysicalLossTolerance / 0.000001 / ; -Scalar useBranchFlowMIPTolerance / 0.000001 / ; - - -*+++ Constraints +++ -Scalar useReserveModel / 1 / ; -Scalar suppressMixedConstraint / 0 / ; -Scalar mixedMIPtolerance / 0.000001 / ; - - -*+++ Solver +++ -Scalar LPtimeLimit / 3600 / ; -Scalar LPiterationLimit / 2000000000 / ; -Scalar MIPtimeLimit / 3600 / ; -Scalar MIPiterationLimit / 2000000000 / ; -Scalar MIPoptimality / 0 / ; -$setglobal Solver Cplex -$setglobal licenseMode 1 - - -*+++ Various switches +++ -$setglobal varResv -1 -$setglobal opMode SPD ! Leave this as SPD - diff --git a/Programs/vSPDsolve.gms b/Programs/vSPDsolve.gms deleted file mode 100644 index 10495de..0000000 --- a/Programs/vSPDsolve.gms +++ /dev/null @@ -1,3949 +0,0 @@ -*===================================================================================== -* Name: vSPDsolve.gms -* Function: Establish base case and override data, prepare data, and solve -* the model -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Modified on: 1 Oct 2019 -* New feature added: new wind offer arrangements -* Modified on: 11 Nov 2020 -* Replacing invalid bus prices after SOS1 (6.1.3) -* Last modified on: 11 Dec 2020 -* From 11 Dec 2020, GDX input file have i_tradePeriodBranchCapacityDirected -* and i_tradePeriodReverseRatingsApplied symbols -* Applying branch reverse rating s only when i_tradePeriodReverseRatingsApplied = 1 -* Last modified on: 27 June 2021 -* Fixing the bug that remove HVDC because of zero reverse rating limits - -*===================================================================================== - -$ontext - Directory of code sections in vSPDsolve.gms: - 1. Declare symbols and initialise some of them - 2. Load data from GDX file f - 3. Manage model and data compatability - 4. Input data overrides - declare and apply (include vSPDoverrides.gms) - 5. Initialise constraint violation penalties (CVPs) - 6. The vSPD solve loop - a) Reset all sets, parameters and variables before proceeding with the next study trade period - b) Initialise current trade period and model data for the current trade period - c) Additional pre-processing on parameters and variables before model solve - d) Solve the model - e) Check if the LP results are valid - f) Resolve the model if required - g) Check for disconnected nodes and adjust prices accordingly - h) Collect and store results from the current model solve in the output (o_xxx) parameters - i) End of the solve vSPD loop - 7. vSPD scarcity pricing post-processing - 8. Write results to CSV report files and GDX files - -Aliases to be aware of: - i_island = ild, ild1 i_dateTime = dt - i_tradePeriod = tp i_node = n - i_offer = o, o1 i_trader = trdr - i_tradeBlock = trdBlk i_bus = b, b1, frB, toB - i_branch = br, br1 i_lossSegment = los, los1 - i_branchConstraint = brCstr i_ACnodeConstraint = ACnodeCstr - i_MnodeConstraint = MnodeCstr i_energyOfferComponent = NRGofrCmpnt - i_PLSRofferComponent = PLSofrCmpnt i_TWDRofferComponent = TWDofrCmpnt - i_ILRofferComponent = ILofrCmpnt i_energyBidComponent = NRGbidCmpnt - i_ILRbidComponent = ILbidCmpnt i_type1MixedConstraint = t1MixCstr - i_type2MixedConstraint = t2MixCstr i_type1MixedConstraintRHS = t1MixCstrRHS - i_genericConstraint = gnrcCstr i_scarcityArea = sarea - i_reserveType = resT i_reserveClass = resC - i_riskClass = riskC i_constraintRHS = CstrRHS - i_riskParameter = riskPar i_offerParam = offerPar - i_dczone = z,z1,rrz,rrz1 i_riskGroup = rg,rg1) -$offtext - - -* Include paths, settings and case name files -$include vSPDsettings.inc -$include vSPDcase.inc -$if not %opMode%=='SPD' tradePeriodReports = 1 ; - - -* Update the runlog file -File runlog "Write to a report" / "ProgressReport.txt" /; -runlog.lw = 0 ; runlog.ap = 1 ; -putclose runlog / 'Case "%vSPDinputData%" started at: ' - system.date " " system.time /; -if(sequentialSolve, - putclose runlog 'Vectorisation is switched OFF' /; -else - putclose runlog 'Vectorisation is switched ON' /; -) ; - -* Set the solver for the LP and MIP -option lp = %Solver% ; -option mip = %Solver% ; - -* Set profile status -option profile = 0 ; - -* Set the solution print status in the lst file -option solprint = off; - -* Set the column (variable) and row (equation) listing in the lst file -option limcol = 0 ; -option limrow = 0 ; - -* Allow empty data set declaration -$onempty - -* Declare a temporary file -File temp ; - -*===================================================================================== -* 1. Declare symbols and initialise some of them -*===================================================================================== - -Sets -* Initialise fundamental sets by hard-coding (these sets can also be found in the daily GDX files) - i_island / NI, SI / - i_reserveClass / FIR, SIR / - -$ontext - Scarcity pricing updates --> i_reserveType - Rather than include an additional reserve type element an additional virutal - reserve paramter and associated variable is created. This is more efficient - implementation in terms of the problem size as all other reserve providers - are indexed on i_reserveType which would include an additional index on all - these variables thus increasing the problem size. This increase would then - need additional pre-processing to fix variables to zero. To avoid this and - keep the problem size small the additional virtual reserve variable is included. -$offtext - i_reserveType / PLSR, TWDR, ILR / - - i_riskClass / genRisk, DCCE, DCECE, manual, genRisk_ECE - manual_ECE, HVDCsecRisk_CE, HVDCsecRisk_ECE / - i_riskParameter / i_freeReserve, i_riskAdjustmentFactor, i_HVDCpoleRampUp / - i_offerType / energy, PLSR, TWDR, ILR / - i_offerParam / i_initialMW, i_rampUpRate, i_rampDnRate - i_reserveGenerationMaximum, i_windOffer, i_FKbandMW, - i_IsPriceResponse, i_PotentialMW / - i_energyOfferComponent / i_generationMWoffer, i_generationMWofferPrice / - i_PLSRofferComponent / i_PLSRofferPercentage, i_PLSRofferMax, i_PLSRofferPrice / - i_TWDRofferComponent / i_TWDRofferMax, i_TWDRofferPrice / - i_ILRofferComponent / i_ILRofferMax, i_ILRofferPrice / - i_energyBidComponent / i_bidMW, i_bidPrice / - i_ILRbidComponent / i_ILRbidMax, i_ILRbidPrice / - i_tradeBlock / t1*t20 / - i_lossSegment / ls1*ls13 / - i_lossParameter / i_MWbreakPoint, i_lossCoefficient / - i_branchParameter / i_branchResistance, i_branchSusceptance, i_branchFixedLosses, i_numLossTranches / - i_constraintRHS / i_constraintSense, i_constraintLimit / - i_type1MixedConstraintRHS / i_mixedConstraintSense, i_mixedConstraintLimit1, i_mixedConstraintLimit2 / - i_flowDirection / forward, backward / - i_CVP / i_deficitBusGeneration, i_surplusBusGeneration - i_deficit6sReserve_CE, i_deficit60sReserve_CE - i_deficitBranchGroupConstraint, i_surplusBranchGroupConstraint - i_deficitGenericConstraint, i_surplusGenericConstraint - i_deficitRampRate, i_surplusRampRate - i_deficitACnodeConstraint, i_surplusACnodeConstraint - i_deficitBranchFlow, i_surplusBranchFlow - i_deficitMnodeConstraint, i_surplusMnodeConstraint - i_type1DeficitMixedConstraint, i_type1SurplusMixedConstraint - i_deficit6sReserve_ECE, i_deficit60sReserve_ECE / - -* Initialise the set called pole - pole 'HVDC poles' / pole1, pole2 / - -* Scarcity pricing updates - i_scarcityArea /NI, SI, National/ - -* NMIR - HVDC flow zones for reverse reserve sharing - i_dczone /RP, NR, RZ/ - - ; - - - -* 'startyear' must be modified if you ever decide it is clever to change the first element of i_yearnum. -Scalar startYear 'Start year - used in computing Gregorian date for override years' / 1899 / ; - -Sets - scarcityAreaIslandMap(sarea,ild) 'Mapping of scarcity area to island' - unsolvedPeriod(tp) 'Set of periods that are not solved yet' -* Unmmaped bus defificit temporary sets - unmappedDeficitBus(dt,b) 'List of buses that have deficit generation (price) and are not mapped to any pnode' - changedDeficitBus(dt,b) 'List of buses that have deficit generation added from unmapped deficit bus' -* TN - Replacing invalid prices after SOS1 - vSPD_SOS1_Solve(tp) 'Flag period that is resolved using SOS1' - ; - -Parameters -* Flag to apply corresponding vSPD model - VSPDModel(tp) '0=VSPD, 1=VSPD_MIP, 2=vSPD_BranchFlowMIP, 3=vSPD_MixedConstraintMIP, 4=VSPD (last solve)' -* Main iteration counter - iterationCount 'Iteration counter for the solve' -* MIP logic - circularBranchFlowExist(tp,br) 'Flag to indicate if circulating branch flows exist on each branch: 1 = Yes' -* Introduce flag to detect circular branch flows on each HVDC pole - poleCircularBranchFlowExist(tp,pole) 'Flag to indicate if circulating branch flows exist on each an HVDC pole: 1 = Yes' - northHVDC(tp) 'HVDC MW sent from from SI to NI' - southHVDC(tp) 'HVDC MW sent from from NI to SI' - nonPhysicalLossExist(tp,br) 'Flag to indicate if non-physical losses exist on branch: 1 = Yes' - manualBranchSegmentMWFlow(tp,br,los,fd) 'Manual calculation of the branch loss segment MW flow' - manualLossCalculation(tp,br) 'MW losses calculated manually from the solution for each loss branch' - HVDChalfPoleSouthFlow(tp) 'Flag to indicate if south flow on HVDC halfpoles' - type1MixedConstraintLimit2Violation(tp, t1MixCstr) 'Type 1 mixed constraint MW violaton of the alternate limit value' -* Parameters to calculate circular branch flow on each HVDC pole - TotalHVDCpoleFlow(tp,pole) 'Total flow on an HVDC pole' - MaxHVDCpoleFlow(tp,pole) 'Maximum flow on an HVDC pole' -* Disconnected bus post-processing - busGeneration(tp,b) 'MW generation at each bus for the study trade periods' - busLoad(tp,b) 'MW load at each bus for the study trade periods' - busPrice(tp,b) '$/MW price at each bus for the study trade periods' - busDisconnected(tp,b) 'Indication if bus is disconnected or not (1 = Yes) for the study trade periods' -* Scarcity pricing processing parameters - scarcitySituation(tp,sarea) 'Flag to indicate that a scarcity situation exists (1 = Yes)' - GWAPFloor(tp,sarea) 'Floor price for the scarcity situation in scarcity area' - GWAPCeiling(tp,sarea) 'Ceiling price for the scarcity situation in scarcity area' - GWAPPastDaysAvg(tp,ild) 'Average GWAP over past days - number of periods in GWAP count' - GWAPCountForAvg(tp,ild) 'Number of periods used for the i_gwapPastDaysAvg' - GWAPThreshold(tp,ild) 'Threshold on previous 336 trading period GWAP - cumulative price threshold' - islandGWAP(tp,ild) 'Island GWAP calculation used to update GWAPPastDaysAvg' - scarcityAreaGWAP(tp,sarea) 'Scarcity area GWAP used to calculate the scaling factor' - pastGWAPsumforCPT(tp,ild) - pastTPcntforCPT(tp,ild) - currentDayGWAPsumforCPT(ild) - currentDayTPsumforCPT(ild) - avgPriorGWAP(tp,ild) - cptIslandPassed(tp,sarea) - cptPassed(tp,sarea) - cptIslandReq(sarea) - scarcityScalingFactor(tp,sarea) - scaledbusPrice(tp,b) - scalednodePrice(tp,n) - scaledFIRprice(tp,ild) - scaledSIRprice(tp,ild) - scaledislandGWAP(tp,ild) - scaledscarcityAreaGWAP(tp,sarea) -* Unmmaped bus defificit temporary parameters - temp_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' -* TN - Replacing invalid prices after SOS1 - busSOSinvalid(tp,b) 'Buses with invalid bus prices after SOS1 solve' - numberofbusSOSinvalid(tp) 'Number of buses with invalid bus prices after SOS1 solve --> used to check if invalid prices can be improved (numberofbusSOSinvalid reduces after each iteration) ' -* TN - Flag to apply branch reverse ratings - reverseRatingsApplied(tp) - ; - -Sets -* Dispatch results reporting - o_fromDateTime(dt) 'Start period for summary reports' - o_dateTime(dt) 'Date and time for reporting' - o_bus(dt,b) 'Set of buses for output report' - o_offer(dt,o) 'Set of offers for output report' - o_bid(dt,bd) 'Set of bids for output report' - o_island(dt,ild) 'Island definition for trade period reserve output report' - o_offerTrader(o,trdr) 'Mapping of offers to traders for offer summary reports' - o_trader(trdr) 'Set of traders for trader summary output report' - o_node(dt,n) 'Set of nodes for output report' - o_branch(dt,br) 'Set of branches for output report' - o_HVDClink(dt,br) 'HVDC links (branches) defined for the current trading period' - o_branchFromBus_TP(dt,br,frB) 'From bus for set of branches for output report' - o_branchToBus_TP(dt,br,toB) 'To bus for set of branches for output report' - o_brConstraint_TP(dt,brCstr) 'Set of branch constraints for output report' - o_MnodeConstraint_TP(dt,MnodeCstr) 'Set of Mnode constraints for output report' -* Audit - extra output declaration - o_busIsland_TP(dt,b,ild) 'Audit - Bus island mapping' - o_marketNodeIsland_TP(dt,o,ild) 'Audit - Generation offer island mapping' - ; - -Parameters -* Dispatch results for reporting - Trade period level - Island output - o_islandGen_TP(dt,ild) 'Island MW generation for the different time periods' - o_islandLoad_TP(dt,ild) 'Island MW fixed load for the different time periods' - o_islandClrBid_TP(dt,ild) 'Island cleared MW bid for the different time periods' - o_systemViolation_TP(dt,ild) 'Island MW violation for the different time periods' - o_islandEnergyRevenue_TP(dt,ild) 'Island energy revenue ($) for the different time periods' - o_islandReserveRevenue_TP(dt,ild) 'Island reserve revenue ($) for the different time periods' - o_islandLoadCost_TP(dt,ild) 'Island load cost ($) for the different time periods' - o_islandLoadRevenue_TP(dt,ild) 'Island load revenue ($) for the different time periods' - o_islandBranchLoss_TP(dt,ild) 'Intra-island branch losses for the different time periods (MW)' - o_islandRefPrice_TP(dt,ild) 'Reference prices in each island ($/MWh)' - o_HVDCflow_TP(dt,ild) 'HVDC flow from each island (MW)' - o_HVDCloss_TP(dt,ild) 'HVDC losses (MW)' - o_HVDChalfPoleLoss_TP(dt,ild) 'Losses on HVDC half poles (MW)' - o_HVDCpoleFixedLoss_TP(dt,ild) 'Fixed loss on inter-island HVDC (MW)' - o_busGeneration_TP(dt,b) 'Output MW generation at each bus for the different time periods' - o_busLoad_TP(dt,b) 'Output MW load at each bus for the different time periods' - o_busPrice_TP(dt,b) 'Output $/MW price at each bus for the different time periods' - o_busDisconnected_TP(dt,b) 'Output disconnected bus flag (1 = Yes) for the different time periods' - o_busRevenue_TP(dt,b) 'Generation revenue ($) at each bus for the different time periods' - o_busCost_TP(dt,b) 'Load cost ($) at each bus for the different time periods' - o_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' - o_busSurplus_TP(dt,b) 'Bus surplus violation for each trade period' - o_branchFromBusPrice_TP(dt,br) 'Output from bus price ($/MW) for branch reporting' - o_branchToBusPrice_TP(dt,br) 'Output to bus price ($/MW) for branch reporting' - o_branchMarginalPrice_TP(dt,br) 'Output marginal branch constraint price ($/MW) for branch reporting' - o_branchFlow_TP(dt,br) 'Output MW flow on each branch for the different time periods' - o_branchDynamicLoss_TP(dt,br) 'Output MW dynamic loss on each branch for the different time periods' - o_branchTotalLoss_TP(dt,br) 'Output MW total loss on each branch for the different time periods' - o_branchFixedLoss_TP(dt,br) 'Output MW fixed loss on each branch for the different time periods' - o_branchTotalRentals_TP(dt,br) 'Output $ rentals on transmission branches using total (dynamic + fixed) for the different time periods' - o_branchCapacity_TP(dt,br) 'Output MW branch capacity for branch reporting' - o_ACbranchTotalRentals(dt) 'Total AC rental by trading period for reporting' - o_ACbranchLossMW(dt,br,los) 'MW element of the loss segment curve in MW' - o_ACbranchLossFactor(dt,br,los) 'Loss factor element of the loss segment curve' - o_offerEnergy_TP(dt,o) 'Output MW cleared for each energy offer for each trade period' - o_offerFIR_TP(dt,o) 'Output MW cleared for FIR for each trade period' - o_offerSIR_TP(dt,o) 'Output MW cleared for SIR for each trade period' - o_bidEnergy_TP(dt,bd) 'Output MW cleared for each energy bid for each trade period' - o_offerEnergyBlock_TP(dt,o,trdBlk) 'Output MW cleared for each energy offer for each trade period' - o_offerFIRBlock_TP(dt,o,trdBlk,resT) 'Output MW cleared for FIR for each trade period' - o_offerSIRBlock_TP(dt,o,trdBlk,resT) 'Output MW cleared for SIR for each trade period' - o_bidTotalMW_TP(dt,bd) 'Output total MW bidded for each energy bid for each trade period' - o_bidFIR_TP(dt,bd) 'Output MW cleared for FIR for each trade period' - o_bidSIR_TP(dt,bd) 'Output MW cleared for SIR for each trade period' - o_ReserveReqd_TP(dt,ild,resC) 'Output MW required for each reserve class in each trade period' - o_FIRreqd_TP(dt,ild) 'Output MW required FIR for each trade period' - o_SIRreqd_TP(dt,ild) 'Output MW required SIR for each trade period' - o_ResCleared_TP(dt,ild,resC) 'Reserve cleared from an island for each trade period' - o_FIRcleared_TP(dt,ild) 'Output - total FIR cleared by island' - o_SIRcleared_TP(dt,ild) 'Output - total SIR cleared by island' - o_ResPrice_TP(dt,ild,resC) 'Output $/MW price for each reserve classes for each trade period' - o_FIRprice_TP(dt,ild) 'Output $/MW price for FIR reserve classes for each trade period' - o_SIRprice_TP(dt,ild) 'Output $/MW price for SIR reserve classes for each trade period' - o_ResViolation_TP(dt,ild,resC) 'Violation MW for each reserve classes for each trade period' - o_FIRviolation_TP(dt,ild) 'Violation MW for FIR reserve classes for each trade period' - o_SIRviolation_TP(dt,ild) 'Violation MW for SIR reserve classes for each trade period' - o_nodeGeneration_TP(dt,n) 'Ouput MW generation at each node for the different time periods' - o_nodeLoad_TP(dt,n) 'Ouput MW load at each node for the different time periods' - o_nodePrice_TP(dt,n) 'Output $/MW price at each node for the different time periods' - o_nodeRevenue_TP(dt,n) 'Output $ revenue at each node for the different time periods' - o_nodeCost_TP(dt,n) 'Output $ cost at each node for the different time periods' - o_nodeDeficit_TP(dt,n) 'Output node deficit violation for each trade period' - o_nodeSurplus_TP(dt,n) 'Output node surplus violation for each trade period' -* Security constraint data - o_brConstraintSense_TP(dt,brCstr) 'Branch constraint sense for each output report' - o_brConstraintLHS_TP(dt,brCstr) 'Branch constraint LHS for each output report' - o_brConstraintRHS_TP(dt,brCstr) 'Branch constraint RHS for each output report' - o_brConstraintPrice_TP(dt,brCstr) 'Branch constraint price for each output report' -* Mnode constraint data - o_MnodeConstraintSense_TP(dt,MnodeCstr) 'Market node constraint sense for each output report' - o_MnodeConstraintLHS_TP(dt,MnodeCstr) 'Market node constraint LHS for each output report' - o_MnodeConstraintRHS_TP(dt,MnodeCstr) 'Market node constraint RHS for each output report' - o_MnodeConstraintPrice_TP(dt,MnodeCstr) 'Market node constraint price for each output report' -* TradePeriod summary report - o_solveOK_TP(dt) 'Solve status for summary report (1=OK)' - o_systemCost_TP(dt) 'System cost for summary report' - o_systemBenefit_TP(dt) 'System benefit of cleared bids for summary report' - o_ofv_TP(dt) 'Objective function value for summary report' - o_penaltyCost_TP(dt) 'Penalty cost for summary report' - o_defGenViolation_TP(dt) 'Deficit generation violation for summary report' - o_surpGenViolation_TP(dt) 'Surplus generaiton violation for summary report' - o_surpBranchFlow_TP(dt) 'Surplus branch flow violation for summary report' - o_defRampRate_TP(dt) 'Deficit ramp rate violation for summary report' - o_surpRampRate_TP(dt) 'Surplus ramp rate violation for summary report' - o_surpBranchGroupConst_TP(dt) 'Surplus branch group constraint violation for summary report' - o_defBranchGroupConst_TP(dt) 'Deficit branch group constraint violation for summary report' - o_defMnodeConst_TP(dt) 'Deficit market node constraint violation for summary report' - o_surpMnodeConst_TP(dt) 'Surplus market node constraint violation for summary report' - o_defACnodeConst_TP(dt) 'Deficit AC node constraint violation for summary report' - o_surpACnodeConst_TP(dt) 'Surplus AC node constraint violation for summary report' - o_defT1MixedConst_TP(dt) 'Deficit Type1 mixed constraint violation for sumamry report' - o_surpT1MixedConst_TP(dt) 'Surplus Type1 mixed constraint violation for summary report' - o_defGenericConst_TP(dt) 'Deficit generic constraint violation for summary report' - o_surpGenericConst_TP(dt) 'Surplus generic constraint violation for summary report' - o_defResv_TP(dt) 'Deficit reserve violation for summary report' - o_totalViolation_TP(dt) 'Total violation for datawarehouse summary report' -* System level - o_numTradePeriods 'Output number of trade periods in summary' - o_systemOFV 'System objective function value' - o_systemGen 'Output system MWh generation' - o_systemLoad 'Output system MWh load' - o_systemLoss 'Output system MWh loss' - o_systemViolation 'Output system MWh violation' - o_systemFIR 'Output system FIR MWh reserve' - o_systemSIR 'Output system SIR MWh reserve' - o_systemEnergyRevenue 'Output offer energy revenue $' - o_systemReserveRevenue 'Output reserve revenue $' - o_systemLoadCost 'Output system load cost $' - o_systemLoadRevenue 'Output system load revenue $' - o_systemSurplus 'Output system surplus $' -* Offer level - o_offerGen(o) 'Output offer generation (MWh)' - o_offerFIR(o) 'Output offer FIR (MWh)' - o_offerSIR(o) 'Output offer SIR (MWh)' - o_offerGenRevenue(o) 'Output offer energy revenue ($)' - o_offerFIRrevenue(o) 'Output offer FIR revenue ($)' - o_offerSIRrevenue(o) 'Output offer SIR revenue ($)' -* Trader level - o_traderGen(trdr) 'Output trader generation (MWh)' - o_traderFIR(trdr) 'Output trader FIR (MWh)' - o_traderSIR(trdr) 'Output trader SIR (MWh)' - o_traderGenRevenue(trdr) 'Output trader energy revenue ($)' - o_traderFIRrevenue(trdr) 'Output trader FIR revenue ($)' - o_traderSIRrevenue(trdr) 'Output trader SIR revenue ($)' -* Factor to prorate the deficit and surplus at the nodal level - totalBusAllocation(dt,b) 'Total allocation of nodes to bus' - busNodeAllocationFactor(dt,b,n) 'Bus to node allocation factor' -* Introduce i_useBusNetworkModel to account for MSP change-over date. - i_useBusNetworkModel(tp) 'Indicates if the post-MSP bus network model is used in vSPD (1 = Yes)' -* Virtual reserve output - o_vrResMW_TP(dt,ild,resC) 'MW scheduled from virtual reserve resource' - o_FIRvrMW_TP(dt,ild) 'MW scheduled from virtual FIR resource' - o_SIRvrMW_TP(dt,ild) 'MW scheduled from virtual SIR resource' -* Scarcity pricing output - o_scarcityExists_TP(dt,ild) - o_cptPassed_TP(dt,ild) - o_avgPriorGWAP_TP(dt,ild) - o_islandGWAPbefore_TP(dt,ild) - o_islandGWAPafter_TP(dt,ild) - o_scarcityGWAPbefore_TP(dt,ild) - o_scarcityGWAPafter_TP(dt,ild) - o_scarcityScalingFactor_TP(dt,ild) - o_GWAPthreshold_TP(dt,ild) - o_GWAPfloor_TP(dt,ild) - o_GWAPceiling_TP(dt,ild) -* Audit - extra output declaration - o_lossSegmentBreakPoint(dt,br,los) 'Audit - loss segment MW' - o_lossSegmentFactor(dt,br,los) 'Audit - loss factor of each loss segment' - o_ACbusAngle(dt,b) 'Audit - bus voltage angle' - o_nonPhysicalLoss(dt,br) 'Audit - non physical loss' - o_ILRO_FIR_TP(dt,o) 'Audit - ILRO FIR offer cleared (MWh)' - o_ILRO_SIR_TP(dt,o) 'Audit - ILRO SIR offer cleared (MWh)' - o_ILbus_FIR_TP(dt,b) 'Audit - ILRO FIR cleared at bus (MWh)' - o_ILbus_SIR_TP(dt,b) 'Audit - ILRO SIR cleared at bus (MWh)' - o_PLRO_FIR_TP(dt,o) 'Audit - PLRO FIR offer cleared (MWh)' - o_PLRO_SIR_TP(dt,o) 'Audit - PLRO SIR offer cleared (MWh)' - o_TWRO_FIR_TP(dt,o) 'Audit - TWRO FIR offer cleared (MWh)' - o_TWRO_SIR_TP(dt,o) 'Audit - TWRO SIR offer cleared (MWh)' - o_generationRiskLevel(dt,ild,o,resC,riskC) 'Audit - generation risk' - o_generationRiskPrice(dt,ild,o,resC,riskC) 'Audit - generation risk shadow price' - o_HVDCriskLevel(dt,ild,resC,riskC) 'Audit - DCCE and DCECE risk' - o_HVDCriskPrice(dt,ild,resC,riskC) 'Audit - DCCE and DCECE risk shadow price' - o_manuRiskLevel(dt,ild,resC,riskC) 'Audit - manual risk' - o_manuRiskPrice(dt,ild,resC,riskC) 'Audit - manual risk shadow price' - o_genHVDCriskLevel(dt,ild,o,resC,riskC) 'Audit - generation + HVDC secondary risk' - o_genHVDCriskPrice(dt,ild,o,resC,riskC) 'Audit - generation + HVDC secondary risk shadow price' - o_manuHVDCriskLevel(dt,ild,resC,riskC) 'Audit - manual + HVDC secondary' - o_manuHVDCriskPrice(dt,ild,resC,riskC) 'Audit - manual + HVDC secondary shadow price' - o_generationRiskGroupLevel(dt,ild,rg,resC,riskC) 'Audit - generation group risk' - o_generationRiskGroupPrice(dt,ild,rg,resC,riskC) 'Audit - generation group risk shadow price' -* TN - output parameters added for NMIR project -------------------------------- - o_FirSent_TP(dt,ild) 'FIR export from an island for each trade period' - o_SirSent_TP(dt,ild) 'SIR export from an island for each trade period' - o_FirReceived_TP(dt,ild) 'FIR received at an island for each trade period' - o_SirReceived_TP(dt,ild) 'SIR received at an island for each trade period' - o_FirEffReport_TP(dt,ild) 'Effective FIR share for reporting to an island for each trade period' - o_SirEffReport_TP(dt,ild) 'Effective FIR share for reporting to an island for each trade period' - o_EffectiveRes_TP(dt,ild,resC,riskC) 'Effective reserve share to an island for each trade period' - o_FirEffective_TP(dt,ild,riskC) 'Effective FIR share to an island for each trade period' - o_SirEffective_TP(dt,ild,riskC) 'Effective FIR share to an island for each trade period' -* TN - output parameters added for NMIR project end ---------------------------- - ; - -Scalars - modelSolved 'Flag to indicate if the model solved successfully (1 = Yes)' / 0 / - LPmodelSolved 'Flag to indicate if the final LP model (when MIP fails) is solved successfully (1 = Yes)' / 0 / -* Flag to use the extended set of risk classes which include the GENRISK_ECE and Manual_ECE - useExtendedRiskClass 'Use the extended set of risk classes (1 = Yes)' / 0 / -* Scarcity pricing - scarcityExists 'Flag to indicate that a scarcity situation exists for at least 1 trading period in the solve' - exitLoop 'Flag to exit solve loop' / 0 / - ; - - - -*===================================================================================== -* 2. Load data from GDX file -*===================================================================================== - -* If input file does not exist then go to the next input file -$if not exist "%inputPath%\%vSPDinputData%.gdx" $goto nextInput - -* Load trading period to be solved -* If scarcity pricing situation exists --> load and solve all trading periods -$onmulti -$if %scarcityExists%==1 $gdxin "%inputPath%\%vSPDinputData%.gdx" -$if %scarcityExists%==0 $gdxin "vSPDPeriod.gdx" -$load i_tradePeriod i_dateTime -$gdxin - - -* Call the GDX routine and load the input data: -$gdxin "%inputPath%\%vSPDinputData%.gdx" -* Sets -$load i_offer i_trader i_bid i_node i_bus i_branch i_branchConstraint i_ACnodeConstraint i_MnodeConstraint -$load i_GenericConstraint i_type1MixedConstraint i_type2MixedConstraint -$load i_dateTimeTradePeriodMap i_tradePeriodOfferTrader i_tradePeriodOfferNode i_tradePeriodBidTrader i_tradePeriodBidNode i_tradePeriodNode -$load i_tradePeriodBusIsland i_tradePeriodBus i_tradePeriodNodeBus i_tradePeriodBranchDefn i_tradePeriodRiskGenerator -$load i_type1MixedConstraintReserveMap i_tradePeriodType1MixedConstraint i_tradePeriodType2MixedConstraint i_type1MixedConstraintBranchCondition -$load i_tradePeriodGenericConstraint -* Parameters -$load i_day i_month i_year i_tradingPeriodLength i_AClineUnit i_branchReceivingEndLossProportion -$load i_studyTradePeriod i_CVPvalues i_tradePeriodOfferParameter i_tradePeriodEnergyOffer i_tradePeriodSustainedPLSRoffer i_tradePeriodFastPLSRoffer -$load i_tradePeriodSustainedTWDRoffer i_tradePeriodFastTWDRoffer i_tradePeriodSustainedILRoffer i_tradePeriodFastILRoffer i_tradePeriodNodeDemand -$load i_tradePeriodEnergyBid i_tradePeriodSustainedILRbid i_tradePeriodFastILRbid i_tradePeriodHVDCnode i_tradePeriodReferenceNode i_tradePeriodHVDCBranch -$load i_tradePeriodBranchParameter i_tradePeriodBranchCapacity i_tradePeriodBranchOpenStatus i_noLossBranch i_AClossBranch i_HVDClossBranch -$load i_tradePeriodNodeBusAllocationFactor i_tradePeriodBusElectricalIsland i_tradePeriodRiskParameter i_tradePeriodManualRisk i_tradePeriodBranchConstraintFactors -$load i_tradePeriodBranchConstraintRHS i_tradePeriodACnodeConstraintFactors i_tradePeriodACnodeConstraintRHS i_tradePeriodMnodeEnergyOfferConstraintFactors -$load i_tradePeriodMnodeReserveOfferConstraintFactors i_tradePeriodMnodeEnergyBidConstraintFactors i_tradePeriodMnodeILReserveBidConstraintFactors -$load i_tradePeriodMnodeConstraintRHS i_type1MixedConstraintVarWeight i_type1MixedConstraintGenWeight i_type1MixedConstraintResWeight -$load i_type1MixedConstraintHVDClineWeight i_tradePeriodType1MixedConstraintRHSParameters i_type2MixedConstraintLHSParameters i_tradePeriodType2MixedConstraintRHSParameters -$load i_tradePeriodGenericEnergyOfferConstraintFactors i_tradePeriodGenericReserveOfferConstraintFactors i_tradePeriodGenericEnergyBidConstraintFactors -$load i_tradePeriodGenericILReserveBidConstraintFactors i_tradePeriodGenericBranchConstraintFactors i_tradePeriodGenericConstraintRHS -$gdxin - -* New risk group sets -$if %riskGroup%==1 $gdxin "%inputPath%\%vSPDinputData%.gdx" -$if %riskGroup%==0 $gdxin "vSPDPeriod.gdx" -$load i_riskGroup -$load riskGroupOffer = i_tradePeriodRiskGroup -$gdxin - - -*===================================================================================== -* 3. Manage model and data compatability -*===================================================================================== - -* This section manages the changes to model flags to ensure backward compatibility -* given changes in the SPD model formulation over time: -* - some data loading from GDX file is conditioned on inclusion date of symbol in question -* - data symbols below are loaded at execution time whereas the main load above is at compile time. - -* Gregorian date of when symbols have been included into the GDX files and therefore conditionally loaded -Scalars inputGDXGDate 'Gregorian date of input GDX file' ; - -* Calculate the Gregorian date of the input data -inputGDXGDate = jdate(i_year,i_month,i_day) ; - -* Introduce i_useBusNetworkModel to account for MSP change-over date when for -* half of the day the old market node model and the other half the bus network -* model was used. The old model does not have the i_tradePeriodBusElectrical -* island paramter specified since it uses the market node network model. -* This flag is introduced to allow the i_tradePeriodBusElectricalIsland parameter -* to be used in the post-MSP solves to indentify 'dead' electrical buses. -* MSP change over from mid-day on 21 Jul 2009 -i_useBusNetworkModel(tp) = 1 $ { ( inputGDXGDate >= jdate(2009,7,21) ) and - sum[ b, i_tradePeriodBusElectricalIsland(tp,b) ] - } ; - -* Switch off the mixed constraint based risk offset calculation after 17 October 2011 -useMixedConstraintRiskOffset = 1 $ { inputGDXGDate < jdate(2011,10,17) } ; - -* Switch off mixed constraint formulation if no data coming through -* or mixed constraint is suppressed manually in vSPDsetting.inc -useMixedConstraint(tp) - = 1 $ { sum[t1MixCstr$i_tradePeriodType1MixedConstraint(tp,t1MixCstr), 1] - and (suppressMixedConstraint = 0) } ; - -put_utility temp 'gdxin' / '%inputPath%\%vSPDinputData%.gdx' ; - -* Primary secondary offer in use from 01 May 2012' -if(inputGDXGDate >= jdate(2012,05,01), - execute_load i_tradePeriodPrimarySecondaryOffer ; -else - i_tradePeriodPrimarySecondaryOffer(tp,o,o1) = no ; -) ; - -* Change to demand bid on 28 Jun 2012 -useDSBFDemandBidModel = 1 $ { inputGDXGDate >= jdate(2012,6,28) } ; - -* Manual ECE risk parameters in use from 20 Sep 2012 -if(inputGDXGDate >= jdate(2012,9,20), - execute_load i_tradePeriodManualRisk_ECE ; -else - i_tradePeriodManualRisk_ECE(tp,ild,resC) = 0 ; -) ; - -* HVDC secondary risk parameters in use from 20 Sep 2012 -if(inputGDXGDate >= jdate(2012,9,20), - execute_load i_tradePeriodHVDCsecRiskEnabled - i_tradePeriodHVDCsecRiskSubtractor ; -else - i_tradePeriodHVDCsecRiskEnabled(tp,ild,riskC) = 0 ; - i_tradePeriodHVDCsecRiskSubtractor(tp,ild) = 0 ; -) ; - -* Do not use the extended risk class if no data coming through -useExtendedRiskClass - = 1 $ { sum[ (tp,ild,resC,riskC,riskPar) $ (ord(riskC) > 4) - , i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) ] }; - -* HVDC round power mode in use from 20 Sep 2012 -if(inputGDXGDate >= jdate(2012,9,20), - execute_load i_tradePeriodAllowHVDCroundpower ; -else - i_tradePeriodAllowHVDCroundpower(tp) = 0 ; -) ; - -* Additional mixed constraint parameters exist from 24 Feb 2013 - -if(inputGDXGDate >= jdate(2013,2,24), - execute_load i_type1MixedConstraintAClineWeight - i_type1MixedConstraintAClineLossWeight - i_type1MixedConstraintAClineFixedLossWeight - i_type1MixedConstraintHVDClineLossWeight - i_type1MixedConstraintHVDClineFixedLossWeight - i_type1MixedConstraintPurWeight ; -else - i_type1MixedConstraintAClineWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintAClineLossWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintAClineFixedLossWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintHVDClineLossWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintHVDClineFixedLossWeight(t1MixCstr,br) = 0 ; - i_type1MixedConstraintPurWeight(t1MixCstr,bd) = 0 ; -) ; - -* Reserve class generation parameter in use from 24 Feb 2013 -if(inputGDXGDate >= jdate(2013,2,24), - execute_load i_tradePeriodReserveClassGenerationMaximum ; -else - i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) = 0 ; -) ; - -* Primary secondary risk model in use from 24 Feb 2013 -usePrimSecGenRiskModel = 1 $ { inputGDXGDate >= jdate(2013,2,24) } ; - -* Dispatchable Demand effective date 20 May 2014 -if(inputGDXGDate >= jdate(2014,5,20), - execute_load i_tradePeriodDispatchableBid; -else - i_tradePeriodDispatchableBid(tp,bd) = Yes $ useDSBFDemandBidModel ; -) ; -* MODD modification end - -* Scarcity pricing scheme for reserve available from 27 May 2014 -if(inputGDXGDate >= jdate(2014,5,27), - execute_load i_tradePeriodVROfferMax, i_tradePeriodVROfferPrice ; -else - i_tradePeriodVROfferMax(tp,ild,resC) = 0 ; - i_tradePeriodVROfferPrice(tp,ild,resC) = 0 ; -) ; - - -* National market for IR effective date 20 Oct 2016 -if (inputGDXGDate >= jdate(2016,10,20), - execute_load - reserveRoundPower = i_tradePeriodReserveRoundPower - reserveShareEnabled = i_tradePeriodReserveSharing - modulationRiskClass = i_tradePeriodModulationRisk - roundPower2MonoLevel = i_tradePeriodRoundPower2Mono - bipole2MonoLevel = i_tradePeriodBipole2Mono - monopoleMinimum = i_tradePeriodReserveSharingPoleMin - HVDCControlBand = i_tradePeriodHVDCcontrolBand - HVDClossScalingFactor = i_tradePeriodHVDClossScalingFactor - sharedNFRfactor = i_tradePeriodSharedNFRfactor - sharedNFRLoadOffset = i_tradePeriodSharedNFRLoadOffset - effectiveFactor = i_tradePeriodReserveEffectiveFactor - RMTreserveLimitTo = i_tradePeriodRMTreserveLimit - rampingConstraint = i_tradePeriodRampingConstraint - ; -else - reserveRoundPower(tp,resC) = 0 ; - reserveShareEnabled(tp,resC) = 0 ; - modulationRiskClass(tp,riskC) = 0 ; - roundPower2MonoLevel(tp) = 0 ; - bipole2MonoLevel(tp) = 0 ; - MonopoleMinimum(tp) = 0 ; - HVDCControlBand(tp,fd) = 0 ; - HVDClossScalingFactor(tp) = 0 ; - sharedNFRfactor(tp) = 0 ; - sharedNFRloadOffset(tp,ild) = 0 ; - effectiveFactor(tp,ild,resC,riskC) = 0 ; - RMTreserveLimitTo(tp,ild,resC) = 0 ; - rampingConstraint(tp,brCstr) = no ; -) ; - -UseShareReserve = 1 $ sum[ (tp,resC), reserveShareEnabled(tp,resC)] ; - -* Branch Reverse Ratings planned to go-live on 03/Feb/2021 (this will be flagged in GDX using i_tradePeriodReverseRatingsApplied) -* From 11 Dec 2020, GDX file will have i_tradePeriodBranchCapacityDirected and i_tradePeriodReverseRatingsApplied symbols -if (inputGDXGDate >= jdate(2020,12,11), - execute_load i_tradePeriodBranchCapacityDirected; - execute_load reverseRatingsApplied = i_tradePeriodReverseRatingsApplied; - - i_tradePeriodBranchCapacityDirected(tp,br,'backward') $ (reverseRatingsApplied(tp)=0) - = i_tradePeriodBranchCapacityDirected(tp,br,'forward'); - -else - i_tradePeriodBranchCapacityDirected(tp,br,fd) - = i_tradePeriodBranchCapacity(tp,br) ; -) ; - - -* Real Time Pricing phase 2 planned to go live on 22 March 2022 -* From 24 March 2022, GDX file will have following symbols -if (inputGDXGDate >= jdate(2022,3,22), - execute_load - studyMode = i_studyMode - useGenInitialMW = i_useGenInitialMW - runEnrgShortfallTransfer = i_runEnrgShortfallTransfer - runPriceTransfer = i_runPriceTransfer - InputInitialLoad = i_tradePeriodInputInitialLoad - LoadIsOverride = i_tradePeriodLoadIsOverride - LoadIsBad = i_tradePeriodLoadIsBad - LoadIsNCL = i_tradePeriodLoadIsNCL - ConformingFactor = i_tradePeriodConformingFactor - NonConformingLoad = i_tradePeriodNonConformingLoad - MaxLoad = i_tradePeriodMaxLoad - - useActualLoad = i_useActualLoad - dontScaleNegativeLoad = i_dontScaleNegativeLoad - - islandMWIPS = i_tradePeriodIslandMWIPS - islandPDS = i_tradePeriodIslandPDS - islandLosses = i_tradePeriodIslandLosses - - energyScarcityEnabled = i_energyScarcityEnabled - reserveScarcityEnabled = i_reserveScarcityEnabled - scarcityEnrgNationalFactor = i_tradePeriodScarcityEnrgNationalFactor - scarcityEnrgNationalPrice = i_tradePeriodScarcityEnrgNationalPrice - scarcityEnrgNodeFactor = i_tradePeriodScarcityEnrgNodeFactor - scarcityEnrgNodeFactorPrice = i_tradePeriodScarcityEnrgNodeFactorPrice - scarcityEnrgNodeLimit = i_tradePeriodScarcityEnrgNodeLimit - scarcityEnrgNodeLimitPrice = i_tradePeriodScarcityEnrgNodeLimitPrice - scarcityResrvIslandLimit = i_tradePeriodScarcityResrvIslandLimit - scarcityResrvIslandPrice = i_tradePeriodScarcityResrvIslandPrice - ; - -else - studyMode = 111 ; - useGenInitialMW = 0; - runEnrgShortfallTransfer = 0; - runPriceTransfer = 0; - InputInitialLoad(tp,n) = 0; - LoadIsOverride(tp,n) = 0; - LoadIsBad(tp,n) = 0; - LoadIsNCL(tp,n) = 0; - ConformingFactor(tp,n) = 0; - NonConformingLoad(tp,n) = 0; - MaxLoad(tp,n) = 10000; - - useActualLoad(tp) = 1; - dontScaleNegativeLoad(tp) = 1; - - islandMWIPS(tp,ild) = 0 ; - islandPDS(tp,ild) = 0 ; - islandLosses(tp,ild) = 0 ; - - energyScarcityEnabled(tp) = 0 ; - reserveScarcityEnabled(tp) = 0 ; - scarcityEnrgNationalFactor(tp,trdBlk) = 0 ; - scarcityEnrgNationalPrice(tp,trdBlk) = 0 ; - scarcityEnrgNodeFactor(tp,n,trdBlk) = 0 ; - scarcityEnrgNodeFactorPrice(tp,n,trdBlk) = 0 ; - scarcityEnrgNodeLimit(tp,n,trdBlk) = 0 ; - scarcityEnrgNodeLimitPrice(tp,n,trdBlk) = 0 ; - scarcityResrvIslandLimit(tp,ild,resC,trdBlk) = 0 ; - scarcityResrvIslandPrice(tp,ild,resC,trdBlk) = 0 ; -) ; - - - -*===================================================================================== -* 4. Input data overrides - declare and apply (include vSPDoverrides.gms) -*===================================================================================== - -$ontext - - At this point, vSPDoverrides.gms is included into vSPDsolve.gms if an override - file defined by the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. - - All override data symbols have the characters 'Ovrd' appended to the original - symbol name. After declaring the override symbols, the override data is - installed and the original symbols are overwritten. - - Note that the Excel interface permits a limited number of input data symbols - to be overridden. The EMI interface will create a GDX file of override values - for all data inputs to be overridden. If operating in standalone mode, - overrides can be installed by any means the user prefers - GDX file, $include - file, hard-coding, etc. But it probably makes sense to mimic the GDX file as - used by EMI. -$offtext - -$if exist "%ovrdPath%%vSPDinputOvrdData%.gdx" $include vSPDoverrides.gms - - -*===================================================================================== -* 5. Initialise constraint violation penalties (CVPs) -*===================================================================================== - -Scalar CVPchangeGDate 'Gregorian date of CE and ECE CVP change' ; -* Calculate the Gregorian date of the CE and ECE change -* Based on CAN from www.systemoperator.co.nz this was on 24th June 2010 -CVPchangeGDate = jdate(2010,06,24) ; - -* Set the flag for the application of the different CVPs for CE and ECE -* If the user selects No (0), this default value of the diffCeECeCVP flag will be used. -diffCeECeCVP = 0 ; -* If the user selects Auto (-1), set the diffCeECeCVP flag if the input date is greater than or equal to this date -diffCeECeCVP $ { (inputGDXGDate >= CVPchangeGDate) and (%VarResv% = -1) } = 1 ; -* If the user selects Yes (1), set the diffCeECeCVP flag -diffCeECeCVP $ (%VarResv% = 1) = 1 ; - -deficitBusGenerationPenalty = sum(i_CVP$(ord(i_CVP) = 1), i_CVPvalues(i_CVP)) ; -surplusBusGenerationPenalty = sum(i_CVP$(ord(i_CVP) = 2), i_CVPvalues(i_CVP)) ; -deficitReservePenalty(resC) $ (ord(resC) = 1) = sum(i_CVP$(ord(i_CVP) = 3), i_CVPvalues(i_CVP)) ; -deficitReservePenalty(resC) $ (ord(resC) = 2) = sum(i_CVP$(ord(i_CVP) = 4), i_CVPvalues(i_CVP)) ; -deficitBrCstrPenalty = sum(i_CVP$(ord(i_CVP) = 5), i_CVPvalues(i_CVP)) ; -surplusBrCstrPenalty = sum(i_CVP$(ord(i_CVP) = 6), i_CVPvalues(i_CVP)) ; -deficitGnrcCstrPenalty = sum(i_CVP$(ord(i_CVP) = 7), i_CVPvalues(i_CVP)) ; -surplusGnrcCstrPenalty = sum(i_CVP$(ord(i_CVP) = 8), i_CVPvalues(i_CVP)) ; -deficitRampRatePenalty = sum(i_CVP$(ord(i_CVP) = 9), i_CVPvalues(i_CVP)) ; -surplusRampRatePenalty = sum(i_CVP$(ord(i_CVP) = 10), i_CVPvalues(i_CVP)) ; -deficitACnodeCstrPenalty = sum(i_CVP$(ord(i_CVP) = 11), i_CVPvalues(i_CVP)) ; -surplusACnodeCstrPenalty = sum(i_CVP$(ord(i_CVP) = 12), i_CVPvalues(i_CVP)) ; -deficitBranchFlowPenalty = sum(i_CVP$(ord(i_CVP) = 13), i_CVPvalues(i_CVP)) ; -surplusBranchFlowPenalty = sum(i_CVP$(ord(i_CVP) = 14), i_CVPvalues(i_CVP)) ; -deficitMnodeCstrPenalty = sum(i_CVP$(ord(i_CVP) = 15), i_CVPvalues(i_CVP)) ; -surplusMnodeCstrPenalty = sum(i_CVP$(ord(i_CVP) = 16), i_CVPvalues(i_CVP)) ; -deficitT1MixCstrPenalty = sum(i_CVP$(ord(i_CVP) = 17), i_CVPvalues(i_CVP)) ; -surplusT1MixCstrPenalty = sum(i_CVP$(ord(i_CVP) = 18), i_CVPvalues(i_CVP)) ; -* Different CVPs defined for CE and ECE -deficitReservePenalty_CE(resC) $ (ord(resC) = 1) = sum(i_CVP$(ord(i_CVP) = 3), i_CVPvalues(i_CVP)) ; -deficitReservePenalty_CE(resC) $ (ord(resC) = 2) = sum(i_CVP$(ord(i_CVP) = 4), i_CVPvalues(i_CVP)) ; -deficitReservePenalty_ECE(resC)$ (ord(resC) = 1) = sum(i_CVP$(ord(i_CVP) = 19), i_CVPvalues(i_CVP)) ; -deficitReservePenalty_ECE(resC)$ (ord(resC) = 2) = sum(i_CVP$(ord(i_CVP) = 20), i_CVPvalues(i_CVP)) ; - -*===================================================================================== -* 6. Initialise model mapping and inputs -*===================================================================================== - -* Pre-dispatch schedule is solved sequentially -sequentialSolve - $ ( sum[ (tp,o,offerPar) $ {(ord(tp) = 2) and (ord(offerPar) = 1)} - , i_tradePeriodOfferParameter(tp,o,offerPar) ] = 0 - ) = 1 ; - -sequentialSolve $ UseShareReserve = 1; - -* Initialise bus, node, offer, bid for the current trade period start -bus(tp,b) $ i_tradePeriodBus(tp,b) = yes ; -node(tp,n) $ i_tradePeriodNode(tp,n) = yes ; - -* Initialise network sets for the current trade period start -nodeBus(node,b) $ i_tradePeriodNodeBus(node,b) = yes ; -HVDCnode(node) $ i_tradePeriodHVDCnode(node) = yes ; -ACnode(node) $ ( not HVDCnode(node)) = yes ; -referenceNode(node) $ i_tradePeriodReferenceNode(node) = yes ; -DCbus(tp,b) $ sum[ nodeBus(HVDCnode(tp,n),b), 1 ] = yes ; -ACbus(tp,b) $ ( not DCbus(tp,b) ) = yes ; - -* Bus live island status -busElectricalIsland(bus) = i_tradePeriodBusElectricalIsland(bus) ; - -* Offer initialisation - offer must be mapped to a node that is mapped to a -* bus that is not in electrical island = 0 if i_useBusNetworkModel flag is 1 -offer(tp,o) $ sum[ (n,b) $ { i_tradePeriodOfferNode(tp,o,n) and - nodeBus(tp,n,b) and - ( (not i_useBusNetworkModel(tp)) or - busElectricalIsland(tp,b)) - }, 1 ] = yes ; - -* IL offer mapped to a node that is mapped to a bus always valid -* (updated on 23 July 2015 based on an email from SO Bennet Tucker on 21 July 2015)) -offer(tp,o) - $ sum[ (n,b) - $ { i_tradePeriodOfferNode(tp,o,n) and nodeBus(tp,n,b) - and sum[ (trdBlk,ILofrCmpnt) - , i_tradePeriodFastILRoffer(tp,o,trdBlk,ILofrCmpnt) - + i_tradePeriodSustainedILRoffer(tp,o,trdBlk,ILofrCmpnt) ] - }, 1 ] = yes ; - -* Bid initialisation - bid must be mapped to a node that is mapped to a bus -* bus that is not in electrical island = 0 if i_useBusNetworkModel flag is 1 -bid(tp,bd) $ sum[ (n,b) $ { i_tradePeriodBidNode(tp,bd,n) and - nodeBus(tp,n,b) and - ( (not i_useBusNetworkModel(tp)) or - busElectricalIsland(tp,b) ) - }, 1 ] = yes ; - -* Initialise Risk/Reserve data for the current trading period -RiskGenerator(offer) $ i_tradePeriodRiskGenerator(offer) = yes ; - -* Mapping bus, node, offer, bid and island start for the current trade period -offerNode(offer,n) $ i_tradePeriodOfferNode(offer,n) = yes ; -bidNode(bid,n) $ i_tradePeriodBidNode(bid,n) = yes ; -busIsland(bus,ild) $ i_tradePeriodBusIsland(bus,ild) = yes ; -nodeIsland(tp,n,ild) $ sum[ b $ { bus(tp,b) and node(tp,n) - and nodeBus(tp,n,b) - and busIsland(tp,b,ild) }, 1 ] = yes ; -offerIsland(offer(tp,o),ild) - $ sum[ n $ { offerNode(tp,o,n) and nodeIsland(tp,n,ild) }, 1 ] = yes ; -bidIsland(bid(tp,bd),ild) - $ sum[ n $ { bidNode(tp,bd,n) and nodeIsland(tp,n,ild) }, 1 ] = yes ; - -IslandRiskGenerator(tp,ild,o) - $ { offerIsland(tp,o,ild) and RiskGenerator(tp,o) } = yes ; - -* Set the primary-secondary offer combinations -primarySecondaryOffer(offer,o1) = i_tradePeriodPrimarySecondaryOffer(offer,o1) ; - -* Identification of primary and secondary units -hasSecondaryOffer(tp,o) = 1 $ sum[ o1 $ primarySecondaryOffer(tp,o,o1), 1 ] ; -hasPrimaryOffer(tp,o) = 1 $ sum[ o1 $ primarySecondaryOffer(tp,o1,o), 1 ]; - -* Initialise offer parameters for the current trade period start -generationStart(offer(tp,o)) - = sum[ offerPar $ ( ord(offerPar) = 1 ) - , i_tradePeriodOfferParameter(tp,o,offerPar) - + sum[ o1 $ primarySecondaryOffer(tp,o,o1) - ,i_tradePeriodOfferParameter(tp,o1,offerPar) ] - ]; -$onend -If useGenInitialMW = 1 then - generationStart(tp,o) $ (ord(tp) > 1) = 0; -Endif; -$offend - -rampRateUp(offer) - = sum[ offerPar $ ( ord(offerPar) = 2 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; -rampRateDown(offer) - = sum[ offerPar $ ( ord(offerPar) = 3 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; -reserveGenerationMaximum(offer) - = sum[ offerPar $ ( ord(offerPar) = 4 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; -windOffer(offer) - = sum[ offerPar $ ( ord(offerPar) = 5 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; -FKband(offer) - = sum[ offerPar $ ( ord(offerPar) = 6 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; - -priceResponsive(offer) - = sum[ offerPar $ ( ord(offerPar) = 7 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; - -potentialMW(offer) - = sum[ offerPar $ ( ord(offerPar) = 8 ) - , i_tradePeriodOfferParameter(offer,offerPar) ] ; - - -* Initialise energy offer data for the current trade period start -generationOfferMW(offer,trdBlk) - = sum[ NRGofrCmpnt $ ( ord(NRGofrCmpnt) = 1 ) - , i_tradePeriodEnergyOffer(offer,trdBlk,NRGofrCmpnt) ] ; -generationOfferPrice(offer,trdBlk) - = sum[ NRGofrCmpnt $ ( ord(NRGofrCmpnt) = 2 ) - , i_tradePeriodEnergyOffer(offer,trdBlk,NRGofrCmpnt) ] ; - -* Valid generation offer blocks are defined as those with a positive block limit -validGenerationOfferBlock(offer,trdBlk) - $ ( generationOfferMW(offer,trdBlk) > 0 ) = yes ; - -* Define set of positive energy offers -positiveEnergyOffer(offer) - $ sum[ trdBlk $ validGenerationOfferBlock(offer,trdBlk), 1 ] = yes ; - -* Initialise reserve offer data for the current trade period start -PLSRReserveType(resT) $ (ord(resT) = 1) = yes ; -TWDRReserveType(resT) $ (ord(resT) = 2) = yes ; -ILReserveType(resT) $ (ord(resT) = 3) = yes ; - -reserveOfferProportion(offer,trdBlk,resC) - $ ( ord(resC) = 1 ) - = sum[ PLSofrCmpnt $ ( ord(PLSofrCmpnt) = 1 ) - , i_tradePeriodFastPLSRoffer(offer,trdBlk,PLSofrCmpnt) / 100 ] ; - -reserveOfferProportion(offer,trdBlk,resC) - $ ( ord(resC) = 2 ) - = sum[ PLSofrCmpnt $ ( ord(PLSofrCmpnt) = 1 ) - , i_tradePeriodSustainedPLSRoffer(offer,trdBlk,PLSofrCmpnt) / 100 ] ; - -reserveOfferMaximum(offer(tp,o),trdBlk,resC,PLSRReserveType) - = sum[ PLSofrCmpnt $ ( ord(PLSofrCmpnt) = 2 ) - , i_tradePeriodFastPLSRoffer(tp,o,trdBlk,PLSofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedPLSRoffer(tp,o,trdBlk,PLSofrCmpnt)$(ord(resC)=2) ]; - -reserveOfferMaximum(offer(tp,o),trdBlk,resC,TWDRReserveType) - = sum[ TWDofrCmpnt $ ( ord(TWDofrCmpnt) = 1 ) - , i_tradePeriodFastTWDRoffer(offer,trdBlk,TWDofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedTWDRoffer(offer,trdBlk,TWDofrCmpnt)$(ord(resC)=2) ]; - -reserveOfferMaximum(offer,trdBlk,resC,ILReserveType) - = sum[ ILofrCmpnt $ ( ord(ILofrCmpnt) = 1 ) - , i_tradePeriodFastILRoffer(offer,trdBlk,ILofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedILRoffer(offer,trdBlk,ILofrCmpnt)$(ord(resC)=2) ]; - -reserveOfferPrice(offer,trdBlk,resC,PLSRReserveType) - = sum[ PLSofrCmpnt $ ( ord(PLSofrCmpnt) = 3 ) - , i_tradePeriodFastPLSRoffer(offer,trdBlk,PLSofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedPLSRoffer(offer,trdBlk,PLSofrCmpnt)$(ord(resC)=2) ]; - - -reserveOfferPrice(offer,trdBlk,resC,TWDRReserveType) - = sum[ TWDofrCmpnt $ ( ord(TWDofrCmpnt) = 2 ) - , i_tradePeriodFastTWDRoffer(offer,trdBlk,TWDofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedTWDRoffer(offer,trdBlk,TWDofrCmpnt)$(ord(resC)=2) ]; - -reserveOfferPrice(offer,trdBlk,resC,ILReserveType) - = sum[ ILofrCmpnt $ ( ord(ILofrCmpnt) = 2 ) - , i_tradePeriodFastILRoffer(offer,trdBlk,ILofrCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedILRoffer(offer,trdBlk,ILofrCmpnt)$(ord(resC)=2) ] ; - -* Only reserve offer block with a positive block limit is valid -validReserveOfferBlock(offer,trdBlk,resC,resT) - $ (reserveOfferMaximum(offer,trdBlk,resC,resT) > 0) = yes ; - -* Bid energy data -purchaseBidMW(bid,trdBlk) $ i_tradePeriodDispatchableBid(bid) - = sum[ NRGbidCmpnt $ ( ord(NRGbidCmpnt) = 1 ) - , i_tradePeriodEnergyBid(bid,trdBlk,NRGbidCmpnt) ] ; - -purchaseBidPrice(bid,trdBlk) $ i_tradePeriodDispatchableBid(bid) - = sum[ NRGbidCmpnt $ ( ord(NRGbidCmpnt) = 2 ) - , i_tradePeriodEnergyBid(bid,trdBlk,NRGbidCmpnt) ] ; - -validPurchaseBidBlock(bid,trdBlk) - $ { ( purchaseBidMW(bid,trdBlk) > 0 ) or - ( useDSBFDemandBidModel * purchaseBidMW(bid,trdBlk) <> 0) } = yes ; - -* Bid IL data -purchaseBidILRMW(bid,trdBlk,resC) $ i_tradePeriodDispatchableBid(bid) - = sum[ ILbidCmpnt $ ( ord(ILbidCmpnt ) = 1) - , i_tradePeriodFastILRbid(bid,trdBlk,ILbidCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedILRbid(bid,trdBlk,ILbidCmpnt)$(ord(resC)=2) ] ; - -purchaseBidILRPrice(bid,trdBlk,resC) $ i_tradePeriodDispatchableBid(bid) - = sum[ ILbidCmpnt $ ( ord(ILbidCmpnt) = 2 ) - , i_tradePeriodFastILRbid(bid,trdBlk,ILbidCmpnt) $(ord(resC)=1) - + i_tradePeriodSustainedILRbid(bid,trdBlk,ILbidCmpnt)$(ord(resC)=2) ] ; - -validPurchaseBidILRBlock(bid,trdBlk,resC) - $ ( purchaseBidILRMW(bid,trdBlk,resC) > 0 ) = yes ; - - -* Initialise demand/bid data for the current trade period start -nodeDemand(node) = i_tradePeriodNodeDemand(node) ; - -* If a bid is valid --> ignore the demand at the node connected to the bid -* (PA suggested during v1.4 Audit) -nodeDemand(node(tp,n)) - $ { useDSBFDemandBidModel and - Sum[ bd $ { bidNode(tp,bd,n) and i_tradePeriodDispatchableBid(tp,bd) } - , 1 ] - } = 0; - -* Real Time Pricing - First RTD load calculation -$onend -if studyMode = 101 then - -* Calculate first target total load [3.8.5.5] -* Island-level MW load forecast. For the fist loop: -* replace LoadCalcLosses(tp,ild) = islandLosses(tp,ild); - TargetTotalLoad(tp,ild) = islandMWIPS(tp,ild) + islandPDS(tp,ild) - islandLosses(tp,ild); - -* Flag if estimate load is scalable [3.8.5.7] -* Binary value. If True then ConformingFactor load MW will be scaled in order to -* calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be -* assigned directly to EstimatedInitialLoad - EstLoadIsScalable(tp,n) = 1 $ { (LoadIsNCL(tp,n) = 0) - and (ConformingFactor(tp,n) > 0) } ; - -* Calculate estimate non-scalable load [3.8.5.8] -* For a non-conforming Pnode this will be the NonConformingLoad MW input, for a -* conforming Pnode this will be the ConformingFactor MW input if that value is -* negative, otherwise it will be zero - EstNonScalableLoad(tp,n) $ ( LoadIsNCL(tp,n) = 1 ) = NonConformingLoad(tp,n); - EstNonScalableLoad(tp,n) $ ( LoadIsNCL(tp,n) = 0 ) = ConformingFactor(tp,n); - EstNonScalableLoad(tp,n) $ ( EstLoadIsScalable(tp,n) = 1 ) = 0; - -* Calculate estimate scalable load [3.8.5.10] -* For a non-conforming Pnode this value will be zero. For a conforming Pnode -* this value will be the ConformingFactor if it is non-negative, otherwise this -* value will be zero' - EstScalableLoad(tp,n) $ ( EstLoadIsScalable(tp,n) = 1 ) = ConformingFactor(tp,n); - - -* Calculate Scaling applied to ConformingFactor load MW [3.8.5.9] -* in order to calculate EstimatedInitialLoad - EstScalingFactor(tp,ild) - = (islandMWIPS(tp,ild) - islandLosses(tp,ild) - - Sum[ n $ nodeIsland(tp,n,ild), EstNonScalableLoad(tp,n) ] - ) / Sum[ n $ nodeIsland(tp,n,ild), EstScalableLoad(tp,n) ] - - ; - -* Calculate estimate initial load [3.8.5.6] -* Calculated estimate of initial MW load, available to be used as an -* alternative to InputInitialLoad - EstimatedInitialLoad(tp,n) $ ( EstLoadIsScalable(tp,n) = 1 ) - = ConformingFactor(tp,n) * Sum[ ild $ nodeisland(tp,n,ild) - , EstScalingFactor(tp,ild)] ; -* TN- There is a bug in this equarion - EstimatedInitialLoad(tp,n) $ ( EstLoadIsScalable(tp,n) = 0 ) -* = NonConformingLoad(tp,n); - = EstNonScalableLoad(tp,n); - -* Calculate initial load [3.8.5.2] -* Value that represents the Pnode load MW at the start of the solution -* interval. Depending on the inputs this value will be either actual load, -* an operator applied override or an estimated initial load - InitialLoad(tp,n) = InputInitialLoad(tp,n); - InitialLoad(tp,n) $ { (LoadIsOverride(tp,n) = 0) - and ( (useActualLoad(tp) = 0) or (LoadIsBad(tp,n) = 1) ) - } = EstimatedInitialLoad(tp,n) ; - -* Flag if load is scalable [3.8.5.4] -* Binary value. If True then the Pnode InitialLoad will be scaled in order to -* calculate nodedemand, if False then Pnode InitialLoad will be directly -* assigned to nodedemand - LoadIsScalable(tp,n) = 1 $ { (LoadIsNCL(tp,n) = 0) - and (LoadIsOverride(tp,n) = 0) - and (InitialLoad(tp,n) >= 0) } ; - -* Calculate Island-level scaling factor [3.8.5.3] -* --> applied to InitialLoad in order to calculate nodedemand - LoadScalingFactor(tp,ild) - = ( TargetTotalLoad(tp,ild) - - Sum[ n $ { nodeIsland(tp,n,ild) - and (LoadIsScalable(tp,n) = 0) }, InitialLoad(tp,n) ] - ) / Sum[ n $ { nodeIsland(tp,n,ild) - and (LoadIsScalable(tp,n) = 1) }, InitialLoad(tp,n) ] - ; - -* Calculate nodedemand [3.8.5.1] - nodedemand(tp,n) $ LoadIsScalable(tp,n) - = InitialLoad(tp,n) * sum[ ild $ nodeisland(tp,n,ild) - , LoadScalingFactor(tp,ild) ]; - - nodedemand(tp,n) $ (LoadIsScalable(tp,n) = 0) = InitialLoad(tp,n); - -Endif; -$offend - - - - - -* Branch is defined if there is a defined terminal bus, it has a non-zero -* capacity and is closed for that trade period -* Update the pre-processing code that removes branches which have a limit of zero -* so that it removes a branch if either direction has a limit of zero. -branch(tp,br) $ { (not i_tradePeriodBranchOpenStatus(tp,br)) and - (not i_tradePeriodHVDCBranch(tp,br)) and - sum[ fd $ (ord(fd)=1), i_tradePeriodBranchCapacityDirected(tp,br,fd)] and - sum[ fd $ (ord(fd)=2), i_tradePeriodBranchCapacityDirected(tp,br,fd)] and - sum[ (b,b1) $ { bus(tp,b) and bus(tp,b1) and - i_tradePeriodBranchDefn(tp,br,b,b1) }, 1 ] - } = yes ; - -branch(tp,br) $ { (not i_tradePeriodBranchOpenStatus(tp,br)) and - (i_tradePeriodHVDCBranch(tp,br)) and - sum[ fd, i_tradePeriodBranchCapacityDirected(tp,br,fd)] and - sum[ (b,b1) $ { bus(tp,b) and bus(tp,b1) and - i_tradePeriodBranchDefn(tp,br,b,b1) }, 1 ] - } = yes ; - - -branchBusDefn(branch,b,b1) $ i_tradePeriodBranchDefn(branch,b,b1) = yes ; -branchBusConnect(branch,b) $ sum[b1 $ branchBusDefn(branch,b,b1), 1] = yes ; -branchBusConnect(branch,b) $ sum[b1 $ branchBusDefn(branch,b1,b), 1] = yes ; - -* HVDC link and AC branch definition -HVDClink(branch) $ i_tradePeriodHVDCBranch(branch) = yes ; -HVDCpoles(branch) $ ( i_tradePeriodHVDCBranch(branch) = 1 ) = yes ; -HVDChalfPoles(branch) $ ( i_tradePeriodHVDCBranch(branch) = 2 ) = yes ; -ACbranch(branch) $ ( not HVDClink(branch) ) = yes ; - -* Determine sending and receiving bus sets -loop((frB,toB), - ACbranchSendingBus(ACbranch,frB,fd) - $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; - - ACbranchReceivingBus(ACbranch,toB,fd) - $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; - - ACbranchSendingBus(ACbranch,toB,fd) - $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; - - ACbranchReceivingBus(ACbranch,frB,fd) - $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; -); - -HVDClinkSendingBus(HVDClink,frB) - $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; - -HVDClinkReceivingBus(HVDClink,toB) - $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; - -HVDClinkBus(HVDClink,b) $ HVDClinkSendingBus(HVDClink,b) = yes ; -HVDClinkBus(HVDClink,b) $ HVDClinkReceivingBus(HVDClink,b) = yes ; - -* Determine the HVDC inter-island pole in the northward and southward direction - -HVDCpoleDirection(tp,br,fd) $ { (ord(fd) = 1) and HVDClink(tp,br) } - = yes $ sum[ (ild,NodeBus(tp,n,b)) $ { (ord(ild) = 2) - and nodeIsland(tp,n,ild) - and HVDClinkSendingBus(tp,br,b) }, 1 ] ; - -HVDCpoleDirection(tp,br,fd) $ { (ord(fd) = 2) and HVDClink(tp,br) } - = yes $ sum[ (ild,NodeBus(tp,n,b)) $ { (ord(ild) = 1) - and nodeIsland(tp,n,ild) - and HVDClinkSendingBus(tp,br,b) }, 1 ] ; - -* Mapping HVDC branch to pole to account for name changes to Pole 3 -HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY1.1'), 1] = yes ; -HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN1.1'), 1] = yes ; -HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY3.1'), 1] = yes ; -HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN3.1'), 1] = yes ; -HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'BEN_HAY2.1'), 1] = yes ; -HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'HAY_BEN2.1'), 1] = yes ; - -* Initialise network data for the current trade period start -* Node-bus allocation factor -nodeBusAllocationFactor(tp,n,b) $ { node(tp,n) and bus(tp,b) } - = i_tradePeriodNodeBusAllocationFactor(tp,n,b) ; - -* Flag to allow roundpower on the HVDC link -allowHVDCroundpower(tp) = i_tradePeriodAllowHVDCroundpower(tp) ; - -* Allocate the input branch parameters to the defined branchCapacity -branchCapacity(branch,fd) - = i_tradePeriodBranchCapacityDirected(branch,fd) ; -* HVDC Links do not have reverse capacity -branchCapacity(HVDClink,fd) $ ( ord(fd) = 2 ) = 0 ; - -* Allocate the input branch parameters to the defined branchResistance -branchResistance(branch) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 1) - , i_tradePeriodBranchParameter(branch,i_branchParameter) ] ; - -* Convert susceptance from -Bpu to B% for data post-MSP -branchSusceptance(ACbranch(tp,br)) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 2) - , i_tradePeriodBranchParameter(ACbranch,i_branchParameter) ] - * [ 100$(not i_useBusNetworkModel(tp)) - 100$i_useBusNetworkModel(tp) ]; - -branchLossBlocks(branch) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 4) - , i_tradePeriodBranchParameter(branch,i_branchParameter) ] ; - -* Ensure fixed losses for no loss AC branches are not included -branchFixedLoss(ACbranch) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 3) - , i_tradePeriodBranchParameter(ACbranch,i_branchParameter) - ] $ (branchLossBlocks(ACbranch) > 1) ; - -branchFixedLoss(HVDClink) - = sum[ i_branchParameter $ (ord(i_branchParameter) = 3) - , i_tradePeriodBranchParameter(HVDClink,i_branchParameter) ] ; - -* Set resistance and fixed loss to zero if do not want to use the loss model -branchResistance(ACbranch) $ (not useAClossModel) = 0 ; -branchFixedLoss(ACbranch) $ (not useAClossModel) = 0 ; - -branchResistance(HVDClink) $ (not useHVDClossModel) = 0 ; -branchFixedLoss(HVDClink) $ (not useHVDClossModel) = 0 ; - -* Initialise loss tranches data for the current trade period start -* The loss factor coefficients assume that the branch capacity is in MW -* and the resistance is in p.u. - -* Loss branches with 0 loss blocks -lossSegmentMW(branch,los,fd) - $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } - = branchCapacity(branch,fd) ; - -LossSegmentFactor(branch,los,fd) - $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } - = 0 ; - -* Loss branches with 1 loss blocks -LossSegmentMW(branch,los,fd) - $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } - = maxFlowSegment ; - -LossSegmentFactor(branch,los,fd) - $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } - = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Loss branches with 3 loss blocks -loop( branch $ (branchLossBlocks(branch) = 3), -* Segment 1 - LossSegmentMW(branch,los,fd) $ (ord(los) = 1) - = lossCoeff_A * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) - = 0.01 * 0.75 * lossCoeff_A - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 2 - LossSegmentMW(branch,los,fd) $ (ord(los) = 2) - = (1-lossCoeff_A) * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) - = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 3 - LossSegmentMW(branch,los,fd) $ (ord(los) = 3) - = maxFlowSegment ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) - = 0.01 * (2 - (0.75*lossCoeff_A)) - * branchResistance(branch) * branchCapacity(branch,fd) ; -); - -* Loss branches with 6 loss blocks -loop( branch $ (branchLossBlocks(branch) = 6), -* Segment 1 - LossSegmentMW(branch,los,fd) $ (ord(los) = 1) - = lossCoeff_C * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) - = 0.01 * 0.75 * lossCoeff_C - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 2 - LossSegmentMW(branch,los,fd) $ (ord(los) = 2) - = lossCoeff_D * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) - = 0.01 * lossCoeff_E - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 3 - LossSegmentMW(branch,los,fd) $ (ord(los) = 3) - = 0.5 * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) - = 0.01 * lossCoeff_F - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 4 - LossSegmentMW(branch,los,fd) $ (ord(los) = 4) - = (1 - lossCoeff_D) * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 4) - = 0.01 * (2 - lossCoeff_F) - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 5 - LossSegmentMW(branch,los,fd) $ (ord(los) = 5) - = (1 - lossCoeff_C) * branchCapacity(branch,fd) ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 5) - = 0.01 * (2 - lossCoeff_E) - * branchResistance(branch) * branchCapacity(branch,fd) ; - -* Segment 6 - LossSegmentMW(branch,los,fd) $ (ord(los) = 6) - = maxFlowSegment ; - - LossSegmentFactor(branch,los,fd) $ (ord(los) = 6) - = 0.01 * (2 - (0.75*lossCoeff_C)) - * branchResistance(branch) * branchCapacity(branch,fd) ; -) ; - -* HVDC does not have backward flow --> No loss segment for backward flow -LossSegmentMW(HVDClink,los,fd) $ (ord(fd) = 2) = 0; -LossSegmentFactor(HVDClink,los,fd) $ (ord(fd) = 2) = 0; - - -* Valid loss segment for a branch is defined as a loss segment that -* has a non-zero LossSegmentMW or a non-zero LossSegmentFactor. -validLossSegment(branch,los,fd) = yes $ { (ord(los) = 1) or - LossSegmentMW(branch,los,fd) or - LossSegmentFactor(branch,los,fd) } ; - -* HVDC loss model requires at least two loss segments and -* an additional loss block due to cumulative loss formulation -validLossSegment(HVDClink,los,fd) - $ { (branchLossBlocks(HVDClink) <= 1) and (ord(los) = 2) } = yes ; - -validLossSegment(HVDClink,los,fd) - $ { (branchLossBlocks(HVDClink) > 1) and - (ord(los) = (branchLossBlocks(HVDClink) + 1)) and - (sum[ los1, LossSegmentMW(HVDClink,los1,fd) - + LossSegmentFactor(HVDClink,los1,fd) ] > 0) - } = yes ; - -* branches that have non-zero loss factors -LossBranch(branch) $ sum[ (los,fd), LossSegmentFactor(branch,los,fd) ] = yes ; - -* Create AC branch loss segments -ACbranchLossMW(ACbranch,los,fd) - $ { validLossSegment(ACbranch,los,fd) and (ord(los) = 1) } - = LossSegmentMW(ACbranch,los,fd) ; - -ACbranchLossMW(ACbranch,los,fd) - $ { validLossSegment(ACbranch,los,fd) and (ord(los) > 1) } - = LossSegmentMW(ACbranch,los,fd) - LossSegmentMW(ACbranch,los-1,fd) ; - -ACbranchLossFactor(ACbranch,los,fd) - $ validLossSegment(ACbranch,los,fd) = LossSegmentFactor(ACbranch,los,fd) ; - -* Create HVDC loss break points -HVDCBreakPointMWFlow(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; -HVDCBreakPointMWLoss(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; - -HVDCBreakPointMWFlow(HVDClink,bp,fd) - $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) > 1) } - = LossSegmentMW(HVDClink,bp-1,fd) ; - -HVDCBreakPointMWLoss(HVDClink,bp,fd) - $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) = 2) } - = LossSegmentMW(HVDClink,bp-1,fd) * LossSegmentFactor(HVDClink,bp-1,fd) ; - -loop( (HVDClink(branch),bp) $ (ord(bp) > 2), - HVDCBreakPointMWLoss(branch,bp,fd) $ validLossSegment(branch,bp,fd) - = LossSegmentFactor(branch,bp-1,fd) - * [ LossSegmentMW(branch,bp-1,fd) - LossSegmentMW(branch,bp-2,fd) ] - + HVDCBreakPointMWLoss(branch,bp-1,fd) ; -) ; - -* Initialise branch constraint data for the current trading period -branchConstraint(tp,brCstr) - $ sum[ branch(tp,br) - $ i_tradePeriodBranchConstraintFactors(tp,brCstr,br), 1 ] = yes ; - -branchConstraintFactors(branchConstraint,br) - = i_tradePeriodBranchConstraintFactors(branchConstraint,br) ; - -branchConstraintSense(branchConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 1), - i_tradePeriodBranchConstraintRHS(branchConstraint,CstrRHS) ] ; - -branchConstraintLimit(branchConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 2), - i_tradePeriodBranchConstraintRHS(branchConstraint,CstrRHS) ] ; - -* Calculate parameters for NMIR project ---------------------------------------- -islandRiskGroup(tp,ild,rg,riskC) - = yes $ sum[ o $ { offerIsland(tp,o,ild) - and riskGroupOffer(tp,rg,o,riskC) }, 1 ] ; - -modulationRisk(tp) = smax[ riskC, modulationRiskClass(tp,RiskC) ]; - -reserveShareEnabledOverall(tp) = smax[ resC, reserveShareEnabled(tp,resC) ]; - -roPwrZoneExit(tp,resC) - = [ roundPower2MonoLevel(tp) - modulationRisk(tp) ]$(ord(resC)=1) - + bipole2MonoLevel(tp)$(ord(resC)=2) ; - -* National market refinement - effective date 28 Mar 2019 12:00 -$ontext - SPD pre-processing is changed so that the roundpower settings for FIR are now the same as for SIR. Specifically: - - The RoundPowerZoneExit for FIR will be set at BipoleToMonopoleTransition by SPD pre-processing (same as for SIR), - a change from the existing where the RoundPowerZoneExit for FIR is set at RoundPowerToMonopoleTransition by SPD pre-processing. - - Provided that roundpower is not disabled by the MDB, the InNoReverseZone for FIR will be removed by SPD pre-processing (same as for SIR), - a change from the existing where the InNoReverseZone for FIR is never removed by SPD pre-processing. -$offtext - -if (inputGDXGDate >= jdate(2019,03,28), - roPwrZoneExit(tp,resC) = bipole2MonoLevel(tp) ; -) ; - -* National market refinement end - - -* Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (5.2.1.2) -sharedNFRLoad(tp,ild) - = sum[ nodeIsland(tp,n,ild), nodeDemand(tp,n)] - + sum[ (bd,trdBlk) $ bidIsland(tp,bd,ild), purchaseBidMW(tp,bd,trdBlk) ] - - sharedNFRLoadOffset(tp,ild) ; - -sharedNFRMax(tp,ild) = Min{ RMTReserveLimitTo(tp,ild,'FIR'), - sharedNFRFactor(tp)*sharedNFRLoad(tp,ild) } ; - -* Calculate HVDC constraint sets and HVDC Max Flow - NMIR (4.1.8 - NMIR06) -* TN on 22 May 2017: Usually a branch group constraint that limits the HVDC flow only involves -* the HVDC branch(s) in the same direction. However, during TP6 to TP9 of 18 May 2017, the -* constraint HAY_BEN_High_Frequency_limit involved all four branches in the form: -* HAY_BEN1.1 + HAY_BEN2.1 - BEN_HAY1.1 - BEN_HAY2.1 <= 530 MW -* This method of formulating the constraint prevented the previous formulation of monopoleConstraint -* and bipoleConstraintfrom working properly. Those constraints have been reformulated (see below) -* in order to cope with the formulation observed on 18 May 2017. -monopoleConstraint(tp,ild,brCstr,br) - $ { HVDCpoles(tp,br) - and ( not rampingConstraint(tp,brCstr) ) - and ( branchConstraintSense(tp,brCstr) = -1 ) - and (Sum[ (br1,b) $ {HVDClinkSendingBus(tp,br1,b) and busIsland(tp,b,ild)} - , branchConstraintFactors(tp,brCstr,br1) ] = 1) - and (Sum[ b $ {HVDClinkSendingBus(tp,br,b) and busIsland(tp,b,ild)} - , branchConstraintFactors(tp,brCstr,br) ] = 1) - } = yes ; - -bipoleConstraint(tp,ild,brCstr) - $ { ( not rampingConstraint(tp,brCstr) ) - and ( branchConstraintSense(tp,brCstr) = -1 ) - and (Sum[ (br,b) $ { HVDCpoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - and busIsland(tp,b,ild) } - , branchConstraintFactors(tp,brCstr,br) ] = 2) - } = yes ; - -monoPoleCapacity(tp,ild,br) - = Sum[ (b,fd) $ { BusIsland(tp,b,ild) - and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - and ( ord(fd) = 1 ) - }, branchCapacity(tp,br,fd) ] ; - -monoPoleCapacity(tp,ild,br) - $ Sum[ brCstr $ monopoleConstraint(tp,ild,brCstr,br), 1] - = Smin[ brCstr $ monopoleConstraint(tp,ild,brCstr,br) - , branchConstraintLimit(tp,brCstr) ]; - -monoPoleCapacity(tp,ild,br) - = Min( monoPoleCapacity(tp,ild,br), - sum[ fd $ ( ord(fd) = 1 ), branchCapacity(tp,br,fd) ] ); - -biPoleCapacity(tp,ild) - $ Sum[ brCstr $ bipoleConstraint(tp,ild,brCstr), 1] - = Smin[ brCstr $ bipoleConstraint(tp,ild,brCstr) - , branchConstraintLimit(tp,brCstr) ]; - -biPoleCapacity(tp,ild) - $ { Sum[ brCstr $ bipoleConstraint(tp,ild,brCstr), 1] = 0 } - = Sum[ (b,br,fd) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - and ( ord(fd) = 1 ) - }, branchCapacity(tp,br,fd) ] ; - -HVDCMax(tp,ild) - = Min( biPoleCapacity(tp,ild), Sum[ br, monoPoleCapacity(tp,ild,br) ] ) ; - -* Calculate HVDC HVDC Loss segment applied for NMIR - -$ontext -* Note: When NMIR started on 20/10/2016, the SOdecided to incorrectly calculate the HVDC loss -* curve for reserve sharing based on the HVDC capacity only (i.e. not based on in-service HVDC poles) -* Tuong Nguyen @ EA discovered this bug and the SO has fixed it as of 22/11/2016. -$offtext -if (inputGDXGDate >= jdate(2016,11,22), - HVDCCapacity(tp,ild) - = Sum[ (b,br,fd) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - and ( ord(fd) = 1 ) - }, branchCapacity(tp,br,fd) ] ; - - numberOfPoles(tp,ild) - = Sum[ (b,br) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) }, 1 ] ; - - HVDCResistance(tp,ild) $ (numberOfPoles(tp,ild) = 2) - = Prod[ (b,br) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - }, branchResistance(tp,br) ] - / Sum[ (b,br) $ { BusIsland(tp,b,ild) and HVDCPoles(tp,br) - and HVDClinkSendingBus(tp,br,b) - }, branchResistance(tp,br) ] ; - - HVDCResistance(tp,ild) $ (numberOfPoles(tp,ild) = 1) - = Sum[ br $ monoPoleCapacity(tp,ild,br), branchResistance(tp,br) ] ; -else - HVDCCapacity(tp,ild) - = Sum[ (br,b,b1,fd) $ { (i_tradePeriodHVDCBranch(tp,br) = 1) - and i_tradePeriodBusIsland(tp,b,ild) - and i_tradePeriodBranchDefn(tp,br,b,b1) - and ( ord(fd) = 1 ) - }, i_tradePeriodBranchCapacityDirected(tp,br,fd) ] ; - - numberOfPoles(tp,ild) - =Sum[ (br,b,b1) $ { (i_tradePeriodHVDCBranch(tp,br) = 1) - and i_tradePeriodBusIsland(tp,b,ild) - and i_tradePeriodBranchDefn(tp,br,b,b1) - and sum[ fd $ ( ord(fd) = 1 ) - , i_tradePeriodBranchCapacityDirected(tp,br,fd) ] - }, 1 ] ; - - HVDCResistance(tp,ild) - = Sum[ (br,b,b1,i_branchParameter) - $ { (i_tradePeriodHVDCBranch(tp,br) = 1) - and i_tradePeriodBusIsland(tp,b,ild) - and i_tradePeriodBranchDefn(tp,br,b,b1) - and (ord(i_branchParameter) = 1) - }, i_tradePeriodBranchParameter(tp,br,i_branchParameter) ] ; - - HVDCResistance(tp,ild) $ (numberOfPoles(tp,ild) = 2) - = Prod[ (br,b,b1,i_branchParameter) - $ { (i_tradePeriodHVDCBranch(tp,br) = 1) - and i_tradePeriodBusIsland(tp,b,ild) - and i_tradePeriodBranchDefn(tp,br,b,b1) - and sum[ fd $ ( ord(fd) = 1 ) - , i_tradePeriodBranchCapacityDirected(tp,br,fd) ] - and (ord(i_branchParameter) = 1) - }, i_tradePeriodBranchParameter(tp,br,i_branchParameter) - ] / HVDCResistance(tp,ild) ; -) ; - -* Segment 1 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 1) - = HVDCCapacity(tp,ild) * lossCoeff_C ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 1) - = 0.01 * 0.75 * lossCoeff_C - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 2 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 2) - = HVDCCapacity(tp,ild) * lossCoeff_D ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 2) - = 0.01 * lossCoeff_E - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 3 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 3) - = HVDCCapacity(tp,ild) * 0.5 ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 3) - = 0.01 * lossCoeff_F - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 4 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 4) - = HVDCCapacity(tp,ild) * (1 - lossCoeff_D) ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 4) - = 0.01 * (2 - lossCoeff_F) - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 5 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 5) - = HVDCCapacity(tp,ild) * (1 - lossCoeff_C) ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 5) - = 0.01 * (2 - lossCoeff_E) - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Segment 6 -HVDCLossSegmentMW(tp,ild,los) $ (ord(los) = 6) - = HVDCCapacity(tp,ild) ; - -HVDCLossSegmentFactor(tp,ild,los) $ (ord(los) = 6) - = 0.01 * (2 - (0.75*lossCoeff_C)) - * HVDCResistance(tp,ild) * HVDCCapacity(tp,ild) ; - -* Parameter for energy lambda loss model -HVDCSentBreakPointMWFlow(tp,ild,bp) $ (ord(bp) = 1) = 0 ; -HVDCSentBreakPointMWLoss(tp,ild,bp) $ (ord(bp) = 1) = 0 ; - -HVDCSentBreakPointMWFlow(tp,ild,bp) $ (ord(bp) > 1) - = HVDCLossSegmentMW(tp,ild,bp-1) ; - -loop( (tp,ild,bp) $ {(ord(bp) > 1) and (ord(bp) <= 7)}, - HVDCSentBreakPointMWLoss(tp,ild,bp) - = HVDClossScalingFactor(tp) - * HVDCLossSegmentFactor(tp,ild,bp-1) - * [ HVDCLossSegmentMW(tp,ild,bp-1) - - HVDCSentBreakPointMWFlow(tp,ild,bp-1) ] - + HVDCSentBreakPointMWLoss(tp,ild,bp-1) ; -) ; - -* Parameter for energy+reserve lambda loss model - -* Ideally SO should use asymmetric loss curve -HVDCReserveBreakPointMWFlow(tp,ild,rsbp) $ (ord(rsbp) <= 7) - = Sum[ (ild1,rsbp1) $ { ( not sameas(ild1,ild) ) - and ( ord(rsbp) + ord(rsbp1) = 8)} - , -HVDCSentBreakPointMWFlow(tp,ild1,rsbp1) ]; - -* SO decide to use symmetric loss curve instead -HVDCReserveBreakPointMWFlow(tp,ild,rsbp) $ (ord(rsbp) <= 7) - = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} - , -HVDCSentBreakPointMWFlow(tp,ild,rsbp1) ]; - -HVDCReserveBreakPointMWFlow(tp,ild,rsbp) - $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } - = HVDCSentBreakPointMWFlow(tp,ild,rsbp-6) ; - - -* Ideally SO should use asymmetric loss curve -HVDCReserveBreakPointMWLoss(tp,ild,rsbp) $ (ord(rsbp) <= 7) - = Sum[ (ild1,rsbp1) $ { ( not sameas(ild1,ild) ) - and ( ord(rsbp) + ord(rsbp1) = 8)} - , HVDCSentBreakPointMWLoss(tp,ild1,rsbp1) ]; - -* SO decide to use symmetric loss curve instead -HVDCReserveBreakPointMWLoss(tp,ild,rsbp) $ (ord(rsbp) <= 7) - = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} - , HVDCSentBreakPointMWLoss(tp,ild,rsbp1) ]; - -HVDCReserveBreakPointMWLoss(tp,ild,rsbp) - $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } - = HVDCSentBreakPointMWLoss(tp,ild,rsbp-6); - -* Parameter for lambda loss model end - -* Initialze parameters for NMIR project end ---------------------------------- - - -* Initialise risk/reserve data for the current trade period start - -GenRisk(riskC) $ (ord(riskC) = 1) = yes ; -HVDCrisk(riskC) $ (ord(riskC) = 2) = yes ; -HVDCrisk(riskC) $ (ord(riskC) = 3) = yes ; -ManualRisk(riskC) $ (ord(riskC) = 4) = yes ; -GenRisk(riskC) $ (ord(riskC) = 5) = yes $ useExtendedRiskClass ; -ManualRisk(riskC) $ (ord(riskC) = 6) = yes $ useExtendedRiskClass ; -HVDCsecRisk(riskC) $ (ord(riskC) = 7) = yes $ useExtendedRiskClass ; -HVDCsecRisk(riskC) $ (ord(riskC) = 8) = yes $ useExtendedRiskClass ; - -* Define the CE and ECE risk class set to support the different CE and ECE CVP -ContingentEvents(riskC) $ (ord(riskC) = 1) = yes ; -ContingentEvents(riskC) $ (ord(riskC) = 2) = yes ; -ExtendedContingentEvent(riskC) $ (ord(riskC) = 3) = yes ; -ContingentEvents(riskC) $ (ord(riskC) = 4) = yes ; -ExtendedContingentEvent(riskC) $ (ord(riskC) = 5) = yes $ useExtendedRiskClass ; -ExtendedContingentEvent(riskC) $ (ord(riskC) = 6) = yes $ useExtendedRiskClass ; -ContingentEvents(riskC) $ (ord(riskC) = 7) = yes $ useExtendedRiskClass ; -ExtendedContingentEvent(riskC) $ (ord(riskC) = 8) = yes $ useExtendedRiskClass ; - -* Risk parameters -FreeReserve(tp,ild,resC,riskC) - = sum[ riskPar $ (ord(riskPar) = 1) - , i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) ] -* NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 - - sum[ ild1 $ (not sameas(ild,ild1)),sharedNFRMax(tp,ild1) - ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) - and (inputGDXGDate >= jdate(2016,10,20)) } - ; - -IslandRiskAdjustmentFactor(tp,ild,resC,riskC) $ useReserveModel - = sum[ riskPar $ (ord(riskPar) = 2) - , i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) ] ; - -* HVDC rampup max - (3.4.1.3) - SPD version 11 -HVDCpoleRampUp(tp,ild,resC,riskC) - = sum[ riskPar $ (ord(riskPar) = 3) - , i_tradePeriodRiskParameter(tp,ild,resC,riskC,riskPar) ] ; - -* Index IslandMinimumRisk to cater for CE and ECE minimum risk -IslandMinimumRisk(tp,ild,resC,riskC) $ (ord(riskC) = 4) - = i_tradePeriodManualRisk(tp,ild,resC) ; - -IslandMinimumRisk(tp,ild,resC,riskC) $ (ord(riskC) = 6) - = i_tradePeriodManualRisk_ECE(tp,ild,resC) ; - -* HVDC secondary risk parameters -HVDCsecRiskEnabled(tp,ild,riskC)= i_tradePeriodHVDCsecRiskEnabled(tp,ild,riskC); -HVDCsecRiskSubtractor(tp,ild) = i_tradePeriodHVDCsecRiskSubtractor(tp,ild) ; - -* Min risks for the HVDC secondary risk are the same as the island min risk -HVDCsecIslandMinimumRisk(tp,ild,resC,riskC) $ (ord(riskC) = 7) - = i_tradePeriodManualRisk(tp,ild,resC) ; - -HVDCsecIslandMinimumRisk(tp,ild,resC,riskC) $ (ord(riskC) = 8) - = i_tradePeriodManualRisk_ECE(tp,ild,resC) ; - -* The MW combined maximum capability for generation and reserve of class. -reserveClassGenerationMaximum(offer,resC) = ReserveGenerationMaximum(offer) ; - -reserveClassGenerationMaximum(offer,resC) - $ i_tradePeriodReserveClassGenerationMaximum(offer,resC) - = i_tradePeriodReserveClassGenerationMaximum(offer,resC) ; - -* Calculation of reserve maximum factor - 5.2.1.1 -ReserveMaximumFactor(offer,resC) = 1 ; -ReserveMaximumFactor(offer,resC) - $ (ReserveClassGenerationMaximum(offer,resC)>0) - = ReserveGenerationMaximum(offer) - / reserveClassGenerationMaximum(offer,resC) ; - -* Virtual reserve -virtualReserveMax(tp,ild,resC) = i_tradePeriodVROfferMax(tp,ild,resC) ; -virtualReservePrice(tp,ild,resC) = i_tradePeriodVROfferPrice(tp,ild,resC) ; - -* Initialise AC node constraint data for the current trading period -ACnodeConstraint(tp,ACnodeCstr) - $ sum[ ACnode(tp,n) - $ i_tradePeriodACnodeConstraintFactors(tp,ACnodeCstr,n), 1 ] = yes ; - -ACnodeConstraintFactors(ACnodeConstraint,n) - = i_tradePeriodACnodeConstraintFactors(ACnodeConstraint,n) ; - -ACnodeConstraintSense(ACnodeConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 1), - i_tradePeriodACnodeConstraintRHS(ACnodeConstraint,CstrRHS) ] ; - -ACnodeConstraintLimit(ACnodeConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 2), - i_tradePeriodACnodeConstraintRHS(ACnodeConstraint,CstrRHS) ] ; - -* Initialise market node constraint data for the current trading period -MnodeConstraint(tp,MnodeCstr) - $ { sum[ (offer(tp,o),resT,resC) - $ { i_tradePeriodMnodeEnergyOfferConstraintFactors(tp,MnodeCstr,o) or - i_tradePeriodMnodeReserveOfferConstraintFactors(tp,MnodeCstr,o,resC,resT) - }, 1 - ] - or - sum[ (bid(tp,bd),resC) - $ { i_tradePeriodMnodeEnergyBidConstraintFactors(tp,MnodeCstr,bd) or - i_tradePeriodMnodeILReserveBidConstraintFactors(tp,MnodeCstr,bd,resC) - }, 1 - ] - } = yes ; - -MnodeEnergyOfferConstraintFactors(MnodeConstraint,o) - = i_tradePeriodMnodeEnergyOfferConstraintFactors(MnodeConstraint,o) ; - -MnodeReserveOfferConstraintFactors(MnodeConstraint,o,resC,resT) - = i_tradePeriodMnodeReserveOfferConstraintFactors(MnodeConstraint,o,resC,resT) ; - -MnodeEnergyBidConstraintFactors(MnodeConstraint,bd) - = i_tradePeriodMnodeEnergyBidConstraintFactors(MnodeConstraint,bd) ; - -MnodeILReserveBidConstraintFactors(MnodeConstraint,bd,resC) - = i_tradePeriodMnodeILReserveBidConstraintFactors(MnodeConstraint,bd,resC) ; - -MnodeConstraintSense(MnodeConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 1) - , i_tradePeriodMnodeConstraintRHS(MnodeConstraint,CstrRHS) ] ; - -MnodeConstraintLimit(MnodeConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 2) - , i_tradePeriodMnodeConstraintRHS(MnodeConstraint,CstrRHS) ] ; - -* Initialise mixed constraint data for the current trading period -Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC) - = i_type1MixedConstraintReserveMap(t1MixCstr,ild,resC,riskC) ; - -Type1MixedConstraint(tp,t1MixCstr) - = i_tradePeriodType1MixedConstraint(tp,t1MixCstr) ; - -Type2MixedConstraint(tp,t2MixCstr) - = i_tradePeriodType2MixedConstraint(tp,t2MixCstr) ; - -Type1MixedConstraintSense(tp,t1MixCstr) - = sum[ t1MixCstrRHS $ (ord(t1MixCstrRHS) = 1) - , i_tradePeriodType1MixedConstraintRHSParameters(tp,t1MixCstr,t1MixCstrRHS) ] ; - -Type1MixedConstraintLimit1(tp,t1MixCstr) - = sum[ t1MixCstrRHS $ (ord(t1MixCstrRHS) = 2) - , i_tradePeriodType1MixedConstraintRHSParameters(tp,t1MixCstr,t1MixCstrRHS) ] ; - -Type1MixedConstraintLimit2(tp,t1MixCstr) - = sum[ t1MixCstrRHS $ (ord(t1MixCstrRHS) = 3) - , i_tradePeriodType1MixedConstraintRHSParameters(tp,t1MixCstr,t1MixCstrRHS) ] ; - -Type2MixedConstraintSense(tp,t2MixCstr) - = sum[ CstrRHS $ (ord(CstrRHS) = 1) - , i_tradePeriodType2MixedConstraintRHSParameters(tp,t2MixCstr,CstrRHS) ] ; - -Type2MixedConstraintLimit(tp,t2MixCstr) - = sum[ CstrRHS$(ord(CstrRHS) = 2) - , i_tradePeriodType2MixedConstraintRHSParameters(tp,t2MixCstr,CstrRHS) ] ; - -Type1MixedConstraintCondition(tp,t1MixCstr) - $ sum[ br $ { HVDChalfPoles(tp,br) and - i_type1MixedConstraintBranchCondition(t1MixCstr,br) - }, 1 - ] = yes ; - -* Initialise generic constraint data for the current trading period -GenericConstraint(tp,gnrcCstr) = i_tradePeriodGenericConstraint(tp,gnrcCstr) ; - -GenericEnergyOfferConstraintFactors(GenericConstraint,o) - = i_tradePeriodGenericEnergyOfferConstraintFactors(GenericConstraint,o) ; - -GenericReserveOfferConstraintFactors(GenericConstraint,o,resC,resT) - = i_tradePeriodGenericReserveOfferConstraintFactors(GenericConstraint,o,resC,resT) ; - -GenericEnergyBidConstraintFactors(GenericConstraint,bd) - = i_tradePeriodGenericEnergyBidConstraintFactors(GenericConstraint,bd) ; - -GenericILReserveBidConstraintFactors(GenericConstraint,bd,resC) - = i_tradePeriodGenericILReserveBidConstraintFactors(GenericConstraint,bd,resC) ; - -GenericBranchConstraintFactors(GenericConstraint,br) - = i_tradePeriodGenericBranchConstraintFactors(GenericConstraint,br) ; - -GenericConstraintSense(GenericConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 1) - , i_tradePeriodGenericConstraintRHS(GenericConstraint,CstrRHS) ] ; - -GenericConstraintLimit(GenericConstraint) - = sum[ CstrRHS $ (ord(CstrRHS) = 2) - , i_tradePeriodGenericConstraintRHS(GenericConstraint,CstrRHS) ] ; - - -* Additional pre-processing on parameters -------------------------------------- - -* Calculation of generation upper limits due to ramp rate limits - -* Only primary offers are considered (5.3.1.1) -generationMaximum(tp,o) $ (not hasPrimaryOffer(tp,o)) - = sum[ validGenerationOfferBlock(tp,o,trdBlk) - , generationOfferMW(tp,o,trdBlk) ] - + sum[ (o1,trdBlk) $ { primarySecondaryOffer(tp,o,o1) and - validGenerationOfferBlock(tp,o1,trdBlk) } - , generationOfferMW(tp,o1,trdBlk) - ] ; - -* Calculation 5.3.1.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services -rampTimeUp(offer) $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } - = Min[ i_tradingPeriodLength , ( generationMaximum(offer) - - generationStart(offer) - ) / rampRateUp(offer) - ] ; - -* Calculation 5.3.1.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services -generationEndUp(offer) $ (not hasPrimaryOffer(offer)) - = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; - - -* Calculation of generation lower limits due to ramp rate limits - -* Only primary offers are considered (5.3.2.1) -* Negative prices for generation offers are not allowed? (5.3.2.1) -generationMinimum(offer) = 0; - -* Calculation 5.3.2.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services -rampTimeDown(offer) $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } - = Min[ i_tradingPeriodLength, ( generationStart(offer) - - generationMinimum(offer) - ) / rampRateDown(offer) - ] ; - -* Calculation 5.3.2.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services -generationEndDown(offer) $ (not hasPrimaryOffer(offer)) - = Max[ 0, generationStart(offer) - rampRateDown(offer)*rampTimeDown(offer) ] ; - -o_offerEnergy_TP(dt,o) = 0; -* Additional pre-processing on parameters end - - - -* TN - Pivot or demand analysis begin -$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_1.gms" -$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_1.gms" -* TN - Pivot or demand analysis begin end - -*===================================================================================== -* 7. The vSPD solve loop -*===================================================================================== -if (studyMode = 101, -$include "vSPDsolve_RTP.gms" -); - -unsolvedPeriod(tp) = yes; -VSPDModel(tp) = 0 ; -option clear = useBranchFlowMIP ; -option clear = useMixedConstraintMIP ; - -While ( Sum[ tp $ unsolvedPeriod(tp), 1 ], - exitLoop = 0; - loop[ tp $ {unsolvedPeriod(tp) and (exitLoop = 0)}, - -* 7a. Reset all sets, parameters and variables ------------------------------- - option clear = currTP ; -* Generation variables - option clear = GENERATION ; - option clear = GENERATIONBLOCK ; -* Purchase variables - option clear = PURCHASE ; - option clear = PURCHASEBLOCK ; - option clear = PURCHASEILR ; - option clear = PURCHASEILRBLOCK ; -* Network variables - option clear = ACNODENETINJECTION ; - option clear = ACNODEANGLE ; - option clear = ACBRANCHFLOW ; - option clear = ACBRANCHFLOWDIRECTED ; - option clear = ACBRANCHLOSSESDIRECTED ; - option clear = ACBRANCHFLOWBLOCKDIRECTED ; - option clear = ACBRANCHLOSSESBLOCKDIRECTED ; - option clear = ACBRANCHFLOWDIRECTED_INTEGER ; - option clear = HVDCLINKFLOW ; - option clear = HVDCLINKLOSSES ; - option clear = LAMBDA ; - option clear = LAMBDAINTEGER ; - option clear = HVDCLINKFLOWDIRECTION_INTEGER ; - option clear = HVDCPOLEFLOW_INTEGER ; -* Risk/Reserve variables - option clear = RISKOFFSET ; - option clear = HVDCREC ; - option clear = ISLANDRISK ; - option clear = RESERVEBLOCK ; - option clear = RESERVE ; - option clear = ISLANDRESERVE; -* NMIR variables - option clear = SHAREDNFR ; - option clear = SHAREDRESERVE ; - option clear = HVDCSENT ; - option clear = RESERVESHAREEFFECTIVE ; - option clear = RESERVESHARERECEIVED ; - option clear = RESERVESHARESENT ; - option clear = HVDCSENDING ; - option clear = INZONE ; - option clear = HVDCSENTINSEGMENT ; - option clear = HVDCRESERVESENT ; - option clear = HVDCSENTLOSS ; - option clear = HVDCRESERVELOSS ; - option clear = LAMBDAHVDCENERGY ; - option clear = LAMBDAHVDCRESERVE ; - option clear = RESERVESHAREPENALTY ; -* Mixed constraint variables - option clear = MIXEDCONSTRAINTVARIABLE ; - option clear = MIXEDCONSTRAINTLIMIT2SELECT ; -* Objective - option clear = NETBENEFIT ; -* Violation variables - option clear = TOTALPENALTYCOST ; - option clear = DEFICITBUSGENERATION ; - option clear = SURPLUSBUSGENERATION ; - option clear = DEFICITRESERVE ; - option clear = DEFICITRESERVE_CE ; - option clear = DEFICITRESERVE_ECE ; - option clear = DEFICITBRANCHSECURITYCONSTRAINT ; - option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; - option clear = DEFICITRAMPRATE ; - option clear = SURPLUSRAMPRATE ; - option clear = DEFICITACnodeCONSTRAINT ; - option clear = SURPLUSACnodeCONSTRAINT ; - option clear = DEFICITBRANCHFLOW ; - option clear = SURPLUSBRANCHFLOW ; - option clear = DEFICITMNODECONSTRAINT ; - option clear = SURPLUSMNODECONSTRAINT ; - option clear = DEFICITTYPE1MIXEDCONSTRAINT ; - option clear = SURPLUSTYPE1MIXEDCONSTRAINT ; - option clear = DEFICITGENERICCONSTRAINT ; - option clear = SURPLUSGENERICCONSTRAINT ; - -* Clear the pole circular branch flow flag - option clear = circularBranchFlowExist ; - option clear = poleCircularBranchFlowExist ; - option clear = northHVDC ; - option clear = southHVDC ; - option clear = manualBranchSegmentMWFlow ; - option clear = manualLossCalculation ; - option clear = nonPhysicalLossExist ; - option clear = modelSolved ; - option clear = LPmodelSolved ; -* Disconnected bus post-processing - option clear = busGeneration ; - option clear = busLoad ; - option clear = busDisconnected ; - option clear = busPrice ; - - -* End reset - - -* 7b. Initialise current trade period and model data ------------------------- - currTP(tp) $ sequentialSolve = yes; - currTP(tp1) $ (not sequentialSolve) = yes; - -* Update initial MW if run NRSS, PRSS, NRSL, PRSL - generationStart(offer(currTP(tp),o)) - $ (sum[ o1, generationStart(currTP,o1)] = 0) - = sum[ dt $ (ord(dt) = ord(tp)-1), o_offerEnergy_TP(dt,o) ] ; -* Calculation of generation upper limits due to ramp rate limits -* Calculation 5.3.1.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - rampTimeUp(offer(currTP(tp),o)) - $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } - = Min[ i_tradingPeriodLength , ( generationMaximum(offer) - - generationStart(offer) - ) / rampRateUp(offer) - ] ; - -* Calculation 5.3.1.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - generationEndUp(offer(currTP(tp),o)) $ (not hasPrimaryOffer(offer)) - = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; - - -* Calculation of generation lower limits due to ramp rate limits - -* Calculation 5.3.2.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - rampTimeDown(offer(currTP(tp),o)) - $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } - = Min[ i_tradingPeriodLength, ( generationStart(offer) - - generationMinimum(offer) - ) / rampRateDown(offer) - ] ; - -* Calculation 5.3.2.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - generationEndDown(offer(currTP(tp),o)) $ (not hasPrimaryOffer(offer)) - = Max[ 0, generationStart(offer) - - rampRateDown(offer)*rampTimeDown(offer) ] ; - -* Additional pre-processing on parameters end - - -* 7c. Updating the variable bounds before model solve ------------------------ - -* TN - Pivot or Demand Analysis - revise input data -$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_2.gms" -$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_2.gms" -* TN - Pivot or Demand Analysis - revise input data end - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== - -* Offer blocks - Constraint 3.1.1.1 - GENERATIONBLOCK.up(validGenerationOfferBlock(currTP,o,trdBlk)) - = generationOfferMW(validGenerationOfferBlock) ; - - GENERATIONBLOCK.fx(currTP,o,trdBlk) - $ (not validGenerationOfferBlock(currTP,o,trdBlk)) = 0 ; - -* Constraint 3.1.1.2 - Fix the generation variable for generators -* that are not connected or do not have a non-zero energy offer - GENERATION.fx(offer(currTP,o)) $ (not PositiveEnergyOffer(offer)) = 0 ; - -* Constraint 5.1.1.3 - Set Upper Bound for Wind Offer - Tuong - GENERATION.up(offer(currTP,o)) - $ { windOffer(offer) and priceResponsive(offer) } - = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; - -* Change to demand bid - Constraint 3.1.1.3 and 3.1.1.4 - PURCHASEBLOCK.up(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ (not UseDSBFDemandBidModel) - = purchaseBidMW(validPurchaseBidBlock) ; - - PURCHASEBLOCK.lo(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ (not UseDSBFDemandBidModel) - = 0 ; - - PURCHASEBLOCK.up(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ UseDSBFDemandBidModel - = purchaseBidMW(currTP,bd,trdBlk) $ [purchaseBidMW(currTP,bd,trdBlk)>0]; - - PURCHASEBLOCK.lo(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ UseDSBFDemandBidModel - = purchaseBidMW(currTP,bd,trdBlk) $ [purchaseBidMW(currTP,bd,trdBlk)<0]; - - PURCHASEBLOCK.fx(currTP,bd,trdBlk) - $ (not validPurchaseBidBlock(currTP,bd,trdBlk)) - = 0 ; - -* Fix the purchase variable for purchasers that are not connected -* or do not have a non-zero purchase bid - PURCHASE.fx(currTP,bd) - $ (sum[trdBlk $ validPurchaseBidBlock(currTP,bd,trdBlk), 1] = 0) = 0 ; - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== - - -*======= HVDC TRANSMISSION EQUATIONS =========================================== - -* Ensure that variables used to specify flow and losses on HVDC link are -* zero for AC branches and for open HVDC links. - HVDCLINKFLOW.fx(currTP,br) $ (not HVDClink(currTP,br)) = 0 ; - HVDCLINKLOSSES.fx(currTP,br) $ (not HVDClink(currTP,br)) = 0 ; - -* Apply an upper bound on the weighting parameter based on its definition - LAMBDA.up(branch,bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches and for -* invalid loss segments on HVDC links - LAMBDA.fx(HVDClink,bp) - $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; - LAMBDA.fx(currTP,br,bp) $ (not HVDClink(currTP,br)) = 0 ; - -*======= HVDC TRANSMISSION EQUATIONS END ======================================= - - -*======= AC TRANSMISSION EQUATIONS ============================================= - -* Ensure that variables used to specify flow and losses on AC branches are -* zero for HVDC links branches and for open AC branches - ACBRANCHFLOW.fx(currTP,br) $ (not ACbranch(currTP,br)) = 0 ; - ACBRANCHFLOWDIRECTED.fx(currTP,br,fd) $ (not ACbranch(currTP,br)) = 0 ; - ACBRANCHLOSSESDIRECTED.fx(currTP,br,fd) $ (not ACbranch(currTP,br)) = 0 ; - -* Ensure directed block flow and loss block variables are zero for -* non-AC branches and invalid loss segments on AC branches - ACBRANCHFLOWBLOCKDIRECTED.fx(currTP,br,los,fd) - $ { not(ACbranch(currTP,br) and validLossSegment(currTP,br,los,fd)) } = 0 ; - - ACBRANCHLOSSESBLOCKDIRECTED.fx(currTP,br,los,fd) - $ { not(ACbranch(currTP,br) and validLossSegment(currTP,br,los,fd)) } = 0 ; - - -* Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses -* corresponding to the reference nodes and the HVDC nodes are set to zero - ACNODEANGLE.fx(currTP,b) - $ sum[ n $ { NodeBus(currTP,n,b) and - (ReferenceNode(currTP,n) or HVDCnode(currTP,n)) }, 1 ] = 0 ; - -*======= AC TRANSMISSION EQUATIONS END ========================================= - - -*======= RISK & RESERVE EQUATIONS ============================================== - -* Ensure that all the invalid reserve blocks are set to zero for offers and purchasers - RESERVEBLOCK.fx(offer(currTP,o),trdBlk,resC,resT) - $ (not validReserveOfferBlock(offer,trdBlk,resC,resT)) = 0 ; - - PURCHASEILRBLOCK.fx(bid(currTP,bd),trdBlk,resC) - $ (not validPurchaseBidILRBlock(bid,trdBlk,resC)) = 0 ; - -* Reserve block maximum for offers and purchasers - Constraint 3.4.3.2. - RESERVEBLOCK.up(validReserveOfferBlock(currTP,o,trdBlk,resC,resT)) - = reserveOfferMaximum(validReserveOfferBlock) ; - - PURCHASEILRBLOCK.up(validPurchaseBidILRBlock(currTP,bd,trdBlk,resC)) - = purchaseBidILRMW(validPurchaseBidILRBlock) ; - -* Fix the reserve variable for invalid reserve offers. These are offers that -* are either not connected to the grid or have no reserve quantity offered. - RESERVE.fx(currTP,o,resC,resT) - $ (not sum[ trdBlk $ validReserveOfferBlock(currTP,o,trdBlk,resC,resT), 1 ] ) = 0 ; - -* Fix the purchase ILR variable for invalid purchase reserve offers. These are -* offers that are either not connected to the grid or have no reserve quantity offered. - PURCHASEILR.fx(currTP,bd,resC) - $ (not sum[ trdBlk $ validPurchaseBidILRBlock(currTP,bd,trdBlk,resC), 1 ] ) = 0 ; - -* Risk offset fixed to zero for those not mapped to corresponding mixed constraint variable - RISKOFFSET.fx(currTP,ild,resC,riskC) - $ { useMixedConstraintRiskOffset and useMixedConstraint(currTP) and - (not sum[ t1MixCstr $ Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC),1]) - } = 0 ; - -* Fix the appropriate deficit variable to zero depending on -* whether the different CE and ECE CVP flag is set - DEFICITRESERVE.fx(currTP,ild,resC) $ diffCeECeCVP = 0 ; - DEFICITRESERVE_CE.fx(currTP,ild,resC) $ (not diffCeECeCVP) = 0 ; - DEFICITRESERVE_ECE.fx(currTP,ild,resC) $ (not diffCeECeCVP) = 0 ; - -* Virtual reserve - VIRTUALRESERVE.up(currTP,ild,resC) = virtualReserveMax(currTP,ild,resC) ; - -* TN - The code below is used to set bus deficit generation <= total bus load (positive) -$ontext - DEFICITBUSGENERATION.up(currTP,b) - $ ( sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] > 0 ) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] ; - DEFICITBUSGENERATION.fx(currTP,b) - $ ( sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] <= 0 ) - = 0 ; -$offtext -* NMIR project variables - HVDCSENT.fx(currTP,ild) $ (HVDCCapacity(currTP,ild) = 0) = 0 ; - HVDCSENTLOSS.fx(currTP,ild) $ (HVDCCapacity(currTP,ild) = 0) = 0 ; - -* (3.4.2.3) - SPD version 11.0 - SHAREDNFR.up(currTP,ild) = Max[0,sharedNFRMax(currTP,ild)] ; - -* No forward reserve sharing if HVDC capacity is zero - RESERVESHARESENT.fx(currTP,ild,resC,rd) - $ { (HVDCCapacity(currTP,ild) = 0) and (ord(rd) = 1) } = 0 ; - -* No forward reserve sharing if reserve sharing is disabled - RESERVESHARESENT.fx(currTP,ild,resC,rd) - $ (reserveShareEnabled(currTP,resC)=0) = 0; - -* No reserve sharing to cover HVDC risk - RESERVESHAREEFFECTIVE.fx(currTP,ild,resC,HVDCrisk) = 0; - RESERVESHAREEFFECTIVE.fx(currTP,ild,resC,HVDCsecRisk) = 0; - -* (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled - INZONE.fx(currTP,ild,resC,z) - $ {(ord(z) = 1) and (not reserveRoundPower(currTP,resC))} = 0; - -* (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled - INZONE.fx(currTP,ild,resC,z) - $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(currTP,resC)} = 0; - -* Fixing Lambda integer variable for energy sent - LAMBDAHVDCENERGY.fx(currTP,ild,bp) $ { (HVDCCapacity(currTP,ild) = 0) - and (ord(bp) = 1) } = 1 ; - - LAMBDAHVDCENERGY.fx(currTP,ild,bp) $ (ord(bp) > 7) = 0 ; - -* To be reviewed NMIR - LAMBDAHVDCRESERVE.fx(currTP,ild,resC,rd,rsbp) - $ { (HVDCCapacity(currTP,ild) = 0) - and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; - - LAMBDAHVDCRESERVE.fx(currTP,ild1,resC,rd,rsbp) - $ { (sum[ ild $ (not sameas(ild,ild1)), HVDCCapacity(currTP,ild) ] = 0) - and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; -; - - -*======= RISK & RESERVE EQUATIONS END ========================================== - - -*======= MIXED CONSTRAINTS ===================================================== - -* Mixed constraint - MIXEDCONSTRAINTVARIABLE.fx(currTP,t1MixCstr) - $ (not i_type1MixedConstraintVarWeight(t1MixCstr)) = 0 ; - -*======= MIXED CONSTRAINTS END ================================================= - -* Updating the variable bounds before model solve end - - -* 7d. Solve Models -* Solve the LP model --------------------------------------------------------- - if( (Sum[currTP, VSPDModel(currTP)] = 0), - - if( UseShareReserve, - option bratio = 1 ; - vSPD_NMIR.Optfile = 1 ; - vSPD_NMIR.optcr = MIPOptimality ; - vSPD_NMIR.reslim = MIPTimeLimit ; - vSPD_NMIR.iterlim = MIPIterationLimit ; - solve vSPD_NMIR using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) - or (vSPD_NMIR.modelstat = 8) ) - and ( vSPD_NMIR.solvestat = 1 ) } ; - else - option bratio = 1 ; - vSPD.reslim = LPTimeLimit ; - vSPD.iterlim = LPIterationLimit ; - solve vSPD using lp maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; - ) - -* Post a progress message to the console and for use by EMI. - if((ModelSolved = 1) and (sequentialSolve = 0), - putclose runlog 'The case: %vSPDinputData% ' - 'is solved successfully.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violation Cost : ' - TOTALPENALTYCOST.l:<12:1 / - elseif((ModelSolved = 0) and (sequentialSolve = 0)), - putclose runlog 'The case: %vSPDinputData% ' - 'is solved unsuccessfully.'/ - ) ; - - if((ModelSolved = 1) and (sequentialSolve = 1), - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved successfully.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - elseif((ModelSolved = 0) and (sequentialSolve = 1)), - loop(currTP, - unsolvedPeriod(currTP) = no; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved unsuccessfully.'/ - ) ; - - ) ; -* Solve the LP model end ----------------------------------------------------- - - -* Solve the VSPD_MIP model --------------------------------------------------- - elseif (Sum[currTP, VSPDModel(currTP)] = 1), -* Fix the values of the integer variables that are not needed - ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(currTP,br),fd) - $ { (not ACbranch(currTP,br)) or (not LossBranch(branch)) } = 0 ; - -* Fix the integer AC branch flow variable to zero for invalid branches - ACBRANCHFLOWDIRECTED_INTEGER.fx(currTP,br,fd) - $ (not branch(currTP,br)) = 0 ; - -* Apply an upper bound on the integer weighting parameter - LAMBDAINTEGER.up(branch(currTP,br),bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches -* and for invalid loss segments on HVDC links - LAMBDAINTEGER.fx(branch(currTP,br),bp) - $ { ACbranch(branch) - or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) - } = 0 ; - -* Fix the lambda integer variable to zero for invalid branches - LAMBDAINTEGER.fx(currTP,br,bp) $ (not branch(currTP,br)) = 0 ; - -* Fix the value of some binary variables used in the mixed constraints -* that have no alternate limit - MIXEDCONSTRAINTLIMIT2SELECT.fx(Type1MixedConstraint(currTP,t1MixCstr)) - $ (not Type1MixedConstraintCondition(Type1MixedConstraint)) = 0 ; - - option bratio = 1 ; - vSPD_MIP.Optfile = 1 ; - vSPD_MIP.optcr = MIPOptimality ; - vSPD_MIP.reslim = MIPTimeLimit ; - vSPD_MIP.iterlim = MIPIterationLimit ; - solve vSPD_MIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ (vSPD_MIP.modelstat = 1) or - (vSPD_MIP.modelstat = 8) - ] - and - [ vSPD_MIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - loop(currTP, - unsolvedPeriod(currTP) = no; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved successfully for FULL integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 4; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved unsuccessfully for FULL integer.'/ - ) ; - ) ; -* Solve the vSPD_MIP model end ----------------------------------------------- - - -* Solve the vSPD_BranchFlowMIP ----------------------------------------------- - elseif (Sum[currTP, VSPDModel(currTP)] = 2), -* Fix the values of these integer variables that are not needed - ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(currTP,br),fd) - $ { (not ACbranch(currTP,br)) or (not LossBranch(branch)) } = 0 ; - -* Fix the integer AC branch flow variable to zero for invalid branches - ACBRANCHFLOWDIRECTED_INTEGER.fx(currTP,br,fd) - $ (not branch(currTP,br)) = 0 ; - -* Apply an upper bound on the integer weighting parameter - LAMBDAINTEGER.up(branch(currTP,br),bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches -* and for invalid loss segments on HVDC links - LAMBDAINTEGER.fx(branch(currTP,br),bp) - $ { ACbranch(branch) - or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) - } = 0 ; - -* Fix the lambda integer variable to zero for invalid branches - LAMBDAINTEGER.fx(currTP,br,bp) $ (not branch(currTP,br)) = 0 ; - - option bratio = 1 ; - vSPD_BranchFlowMIP.Optfile = 1 ; - vSPD_BranchFlowMIP.optcr = MIPOptimality ; - vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; - vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; - solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or - (vSPD_BranchFlowMIP.modelstat = 8) - ] - and - [ vSPD_BranchFlowMIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - -* TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve - vSPD_SOS1_Solve(currTP) = yes; - - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved successfully for branch integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 4; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved unsuccessfully for branch integer.'/ - ) ; - ) ; -* Solve the vSPD_BranchFlowMIP model end ------------------------------------- - - -* Solve the vSPD_MixedConstraintMIP model ------------------------------------ - elseif (Sum[currTP, VSPDModel(currTP)] = 3), -* Fix the value of some binary variables used in the mixed constraints -* that have no alternate limit - MIXEDCONSTRAINTLIMIT2SELECT.fx(Type1MixedConstraint(currTP,t1MixCstr)) - $ (not Type1MixedConstraintCondition(Type1MixedConstraint)) = 0 ; - -* Use the advanced basis here - option bratio = 0.25 ; - vSPD_MixedConstraintMIP.Optfile = 1 ; -* Set the optimality criteria for the MIP - vSPD_MixedConstraintMIP.optcr = MIPOptimality ; - vSPD_MixedConstraintMIP.reslim = MIPTimeLimit ; - vSPD_MixedConstraintMIP.iterlim = MIPIterationLimit ; -* Solve the model - solve vSPD_MixedConstraintMIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ (vSPD_MixedConstraintMIP.modelstat = 1) or - (vSPD_MixedConstraintMIP.modelstat = 8) - ] - and - [ vSPD_MixedConstraintMIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved successfully for ' - 'mixed constraint integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is solved unsuccessfully for ' - 'mixed constraint integer.'/ - ) ; - ) ; -* Solve the vSPD_MixedConstraintMIP model end -------------------------------- - - -* Solve the LP model and stop ------------------------------------------------ - elseif (Sum[currTP, VSPDModel(currTP)] = 4), - - if( UseShareReserve, - option bratio = 1 ; - vSPD_NMIR.Optfile = 1 ; - vSPD_NMIR.optcr = MIPOptimality ; - vSPD_NMIR.reslim = MIPTimeLimit ; - vSPD_NMIR.iterlim = MIPIterationLimit ; - solve vSPD_NMIR using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) - or (vSPD_NMIR.modelstat = 8) ) - and ( vSPD_NMIR.solvestat = 1 ) } ; - else - option bratio = 1 ; - vSPD.reslim = LPTimeLimit ; - vSPD.iterlim = LPIterationLimit ; - solve vSPD using lp maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; - ) - -* Post a progress message for use by EMI. - if( ModelSolved = 1, - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ')' - ' integer resolve was unsuccessful.' / - 'Reverting back to linear solve and ' - 'solve successfully. ' / - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - 'Solution may have circulating flows ' - 'and/or non-physical losses.' / - ) ; - else - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl - ') integer solve was unsuccessful. ' - 'Reverting back to linear solve. ' - 'Linear solve unsuccessful.' / - ) ; - ) ; - - unsolvedPeriod(currTP) = no; - -* Solve the LP model and stop end -------------------------------------------- - - ) ; -* Solve the models end - - - -* 6e. Check if the LP results are valid -------------------------------------- - if((ModelSolved = 1), - useBranchFlowMIP(currTP) = 0 ; - useMixedConstraintMIP(currTP) = 0 ; -* Check if there is no branch circular flow and non-physical losses - Loop( currTP $ { (VSPDModel(currTP)=0) or (VSPDModel(currTP)=3) } , - -* Check if there are circulating branch flows on loss AC branches - circularBranchFlowExist(ACbranch(currTP,br)) - $ { LossBranch(ACbranch) and - [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] - - abs(ACBRANCHFLOW.l(ACbranch)) - ) > circularBranchFlowTolerance - ] - } = 1 ; - -* Determine the circular branch flow flag on each HVDC pole - TotalHVDCpoleFlow(currTP,pole) - = sum[ br $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW.l(currTP,br) ] ; - - MaxHVDCpoleFlow(currTP,pole) - = smax[ br $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW.l(currTP,br) ] ; - - poleCircularBranchFlowExist(currTP,pole) - $ { ( TotalHVDCpoleFlow(currTP,pole) - - MaxHVDCpoleFlow(currTP,pole) - ) > circularBranchFlowTolerance - } = 1 ; - -* Check if there are circulating branch flows on HVDC - NorthHVDC(currTP) - = sum[ (ild,b,br) $ { (ord(ild) = 2) and - i_tradePeriodBusIsland(currTP,b,ild) and - HVDClinkSendingBus(currTP,br,b) and - HVDCpoles(currTP,br) - }, HVDCLINKFLOW.l(currTP,br) - ] ; - - SouthHVDC(currTP) - = sum[ (ild,b,br) $ { (ord(ild) = 1) and - i_tradePeriodBusIsland(currTP,b,ild) and - HVDClinkSendingBus(currTP,br,b) and - HVDCpoles(currTP,br) - }, HVDCLINKFLOW.l(currTP,br) - ] ; - - circularBranchFlowExist(currTP,br) - $ { HVDCpoles(currTP,br) and LossBranch(currTP,br) and - (NorthHVDC(currTP) > circularBranchFlowTolerance) and - (SouthHVDC(currTP) > circularBranchFlowTolerance) - } = 1 ; - -* Check if there are non-physical losses on HVDC links - ManualBranchSegmentMWFlow(LossBranch(HVDClink(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(HVDClink) ) - and validLossSegment(currTP,br,los,fd) } - = Min[ Max( 0, - [ abs(HVDCLINKFLOW.l(HVDClink)) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(HVDClink,los,fd) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualLossCalculation(LossBranch(HVDClink(currTP,br))) - = sum[ (los,fd) $ validLossSegment(currTP,br,los,fd) - , LossSegmentFactor(HVDClink,los,fd) - * ManualBranchSegmentMWFlow(HVDClink,los,fd) - ] ; - - NonPhysicalLossExist(LossBranch(HVDClink(currTP,br))) - $ { abs( HVDCLINKLOSSES.l(HVDClink) - - ManualLossCalculation(HVDClink) - ) > NonPhysicalLossTolerance - } = 1 ; - -* Set UseBranchFlowMIP = 1 if the number of circular branch flow -* and non-physical loss branches exceeds the specified tolerance - useBranchFlowMIP(currTP) - $ { ( sum[ br $ { ACbranch(currTP,br) and LossBranch(currTP,br) } - , resolveCircularBranchFlows - * circularBranchFlowExist(currTP,br) - ] - + sum[ br $ { HVDClink(currTP,br) and LossBranch(currTP,br) } - , (1 - AllowHVDCroundpower(currTP)) - * resolveCircularBranchFlows - * circularBranchFlowExist(currTP,br) - + resolveHVDCnonPhysicalLosses - * NonPhysicalLossExist(currTP,br) - ] - + sum[ pole, resolveCircularBranchFlows - * poleCircularBranchFlowExist(currTP,pole) - ] - ) > UseBranchFlowMIPTolerance - } = 1 ; - -* Check if there is no branch circular flow and non-physical losses end - ); - - -* Check if there is mixed constraint integer is required - Loop( currTP $ { (VSPDModel(currTP)=0) or (VSPDModel(currTP)=2) } , - -* Check if integer variables are needed for mixed constraint - if( useMixedConstraintRiskOffset, - HVDChalfPoleSouthFlow(currTP) - $ { sum[ i_type1MixedConstraintBranchCondition(t1MixCstr,br) - $ HVDChalfPoles(currTP,br), HVDCLINKFLOW.l(currTP,br) - ] > MixedMIPTolerance - } = 1 ; - -* Only calculate violation if the constraint limit is non-zero - Type1MixedConstraintLimit2Violation(Type1MixedConstraintCondition) - $ (Type1MixedConstraintLimit2(Type1MixedConstraintCondition) > 0) - = [ Type1MixedConstraintLE.l(Type1MixedConstraintCondition) - - Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = -1) - + [ Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - - Type1MixedConstraintGE.l(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = 1) - + abs[ Type1MixedConstraintEQ.l(Type1MixedConstraintCondition) - - Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = 0) ; - -* Integer constraints are needed if southward flow on half-poles AND -* constraint level exceeds the mixed constraint limit2 value - useMixedConstraintMIP(currTP) - $ { HVDChalfPoleSouthFlow(currTP) and - sum[ t1MixCstr - $ { Type1MixedConstraintLimit2Violation(currTP,t1MixCstr) - > MixedMIPTolerance }, 1 - ] - } = 1 ; - ) ; - -* Check if there is mixed constraint integer is required end - ); - -* A period is unsolved if MILP model is required - unsolvedPeriod(currTP) = yes $ [ UseBranchFlowMIP(currTP) - + UseMixedConstraintMIP(currTP) - ] ; - -* Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. - loop( unsolvedPeriod(currTP), - if( UseBranchFlowMIP(currTP)*UseMixedConstraintMIP(currTP) >= 1, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - - elseif UseBranchFlowMIP(currTP) >= 1, - if( VSPDModel(currTP) = 0, - VSPDModel(currTP) = 2; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'vSPD_BranchFlowMIP resolve for period ' - currTP.tl '. Switching Vectorisation OFF.'/ - elseif VSPDModel(currTP) = 3, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - ); - - elseif UseMixedConstraintMIP(currTP) >= 1, - if( VSPDModel(currTP) = 0, - VSPDModel(currTP) = 3; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'vSPD_MixedConstraintMIP resolve for period ' - currTP.tl '. Switching Vectorisation OFF.' / - elseif VSPDModel(currTP) = 2, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - ); - - ) ; - - ) ; - - sequentialSolve $ Sum[ unsolvedPeriod(currTP), 1 ] = 1 ; - exitLoop = 1 $ Sum[ unsolvedPeriod(currTP), 1 ]; - -* Check if the LP results are valid end - ) ; - - - -* 6f. Check for disconnected nodes and adjust prices accordingly ------------- - -* See Rule Change Proposal August 2008 - Disconnected nodes available at -* www.systemoperator.co.nz/reports-papers -$ontext - Disconnected nodes are defined as follows: - Pre-MSP: Have no generation or load, are disconnected from the network - and has a price = CVP. - Post-MSP: Indication to SPD whether a bus is dead or not. - Dead buses are not processed by the SPD solved - Disconnected nodes' prices set by the post-process with the following rules: - Scenario A/B/D: Price for buses in live electrical island determined - by the solved - Scenario C/F/G/H/I: Buses in the dead electrical island with: - a. Null/zero load: Marked as disconnected with $0 price. - b. Positive load: Price = CVP for deficit generation - c. Negative load: Price = -CVP for surplus generation - Scenario E: Price for bus in live electrical island with zero load needs to - be adjusted since actually is disconnected. - - The Post-MSP implementation imply a mapping of a bus to an electrical island - and an indication of whether this electrical island is live of dead. - The correction of the prices is performed by SPD. - - Update the disconnected nodes logic to use the time-stamped - i_useBusNetworkModel flag. This allows disconnected nodes logic to work - with both pre and post-MSP data structure in the same gdx file -$offtext - - busGeneration(bus(currTP,b)) - = sum[ (o,n) $ { offerNode(currTP,o,n) and NodeBus(currTP,n,b) } - , NodeBusAllocationFactor(currTP,n,b) * GENERATION.l(currTP,o) - ] ; - - busLoad(bus(currTP,b)) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] ; - - busPrice(bus(currTP,b)) $ { not sum[ NodeBus(HVDCnode(currTP,n),b), 1 ] } - = ACnodeNetInjectionDefinition2.m(currTP,b) ; - - busPrice(bus(currTP,b)) $ sum[ NodeBus(HVDCnode(currTP,n),b), 1 ] - = DCNodeNetInjection.m(currTP,b) ; - - if((disconnectedNodePriceCorrection = 1), -* Pre-MSP case - busDisconnected(bus(currTP,b)) $ (i_useBusNetworkModel(currTP) = 0) - = 1 $ { (busGeneration(bus) = 0) and (busLoad(bus) = 0) and - ( not sum[ br $ { branchBusConnect(currTP,br,b) and - branch(currTP,br) - }, 1 ] - ) - } ; - -* Post-MSP cases -* Scenario C/F/G/H/I: - busDisconnected(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) - and (busLoad(bus) = 0) - and (busElectricalIsland(bus) = 0) - } = 1 ; -* Scenario E: - busDisconnected(bus(currTP,b)) - $ { ( sum[ b1 $ { busElectricalIsland(currTP,b1) - = busElectricalIsland(bus) } - , busLoad(currTP,b1) ] = 0 - ) and - ( busElectricalIsland(bus) > 0 ) and - ( i_useBusNetworkModel(currTP) = 1 ) - } = 1 ; -* Set prices at dead buses with non-zero load - busPrice(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) and - (busLoad(bus) > 0) and - (busElectricalIsland(bus)= 0) - } = DeficitBusGenerationPenalty ; - - busPrice(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) and - (busLoad(bus) < 0) and - (busElectricalIsland(bus)= 0) - } = -SurplusBusGenerationPenalty ; - -* Set price at identified disconnected buses to 0 - busPrice(bus)$busDisconnected(bus) = 0 ; - ) ; - -* End Check for disconnected nodes and adjust prices accordingly - -* TN - Replacing invalid prices after SOS1 -* 6f0. Replacing invalid prices after SOS1 (6.1.3)---------------------------- - if ( vSPD_SOS1_Solve(tp), - busSOSinvalid(tp,b) - = 1 $ { [ ( busPrice(tp,b) = 0 ) - or ( busPrice(tp,b) > 0.9 * deficitBusGenerationPenalty ) - or ( busPrice(tp,b) < -0.9 * surplusBusGenerationPenalty ) - ] - and bus(tp,b) - and [ not busDisconnected(tp,b) ] -* and [ busLoad(tp,b) = 0 ] -* and [ busGeneration(tp,b) = 0 ] - and [ busLoad(tp,b) = busGeneration(tp,b) ] - and [ sum[(br,fd) - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , ACBRANCHFLOWDIRECTED.l(tp,br,fd) - ] = 0 - ] - and [ sum[ br - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , 1 - ] > 0 - ] - }; - numberofbusSOSinvalid(tp) = 2*sum[b, busSOSinvalid(tp,b)]; - While ( sum[b, busSOSinvalid(tp,b)] < numberofbusSOSinvalid(tp) , - numberofbusSOSinvalid(tp) = sum[b, busSOSinvalid(tp,b)]; - busPrice(tp,b) - $ { busSOSinvalid(tp,b) - and ( sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 - ] - }, 1 - ] > 0 - ) - } - = sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 ] - }, busPrice(tp,b1) - ] - / sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 ] - }, 1 - ]; - - busSOSinvalid(tp,b) - = 1 $ { [ ( busPrice(tp,b) = 0 ) - or ( busPrice(tp,b) > 0.9 * deficitBusGenerationPenalty ) - or ( busPrice(tp,b) < -0.9 * surplusBusGenerationPenalty ) - ] - and bus(tp,b) - and [ not busDisconnected(tp,b) ] -* and [ busLoad(tp,b) = 0 ] -* and [ busGeneration(tp,b) = 0 ] - and [ busLoad(tp,b) = busGeneration(tp,b) ] - and [ sum[(br,fd) - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , ACBRANCHFLOWDIRECTED.l(tp,br,fd) - ] = 0 - ] - and [ sum[ br - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , 1 - ] > 0 - ] - }; - ); - ); -* End Replacing invalid prices after SOS1 (6.1.3) ---------------------------- - - -* 6g. Collect and store results of solved periods into output parameters ----- -* Note: all the price relating outputs such as costs and revenues are calculated in section 7.b - -$iftheni.PeriodReport %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3.gms" -$elseifi.PeriodReport %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_3.gms" -$elseifi.PeriodReport %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_3.gms" -$elseifi.PeriodReport %opMode%=='DPS' $include "Demand\vSPDSolveDPS_3.gms" - -$else.PeriodReport -* Normal vSPD run post processing for reporting -$onend - Loop i_dateTimeTradePeriodMap(dt,currTP) $ (not unsolvedPeriod(currTP)) do -* Reporting at trading period start -* Node level output - o_node(dt,n) $ {Node(currTP,n) and (not HVDCnode(currTP,n))} = yes ; - - o_nodeGeneration_TP(dt,n) $ Node(currTP,n) - = sum[ o $ offerNode(currTP,o,n), GENERATION.l(currTP,o) ] ; - - o_nodeLoad_TP(dt,n) $ Node(currTP,n) - = NodeDemand(currTP,n) - + Sum[ bd $ bidNode(currTP,bd,n), PURCHASE.l(currTP,bd) ]; - - o_nodePrice_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * busPrice(currTP,b) - ] ; - -* Offer output - o_offer(dt,o) $ offer(currTP,o) = yes ; - - o_offerEnergy_TP(dt,o) $ offer(currTP,o) = GENERATION.l(currTP,o) ; - - o_offerFIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,resT)$(ord(resC) = 1) - , RESERVE.l(currTP,o,resC,resT) ] ; - - o_offerSIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,resT)$(ord(resC) = 2) - , RESERVE.l(currTP,o,resC,resT) ] ; - -* Bus level output - o_bus(dt,b) $ { bus(currTP,b) and (not DCBus(currTP,b)) } = yes ; - - o_busGeneration_TP(dt,b) $ bus(currTP,b) = busGeneration(currTP,b) ; - - o_busLoad_TP(dt,b) $ bus(currTP,b) - = busLoad(currTP,b) - + Sum[ (bd,n) $ { bidNode(currTP,bd,n) and NodeBus(currTP,n,b) } - , PURCHASE.l(currTP,bd) ]; - - o_busPrice_TP(dt,b) $ bus(currTP,b) = busPrice(currTP,b) ; - - o_busDeficit_TP(dt,b)$bus(currTP,b) = DEFICITBUSGENERATION.l(currTP,b) ; - - o_busSurplus_TP(dt,b)$bus(currTP,b) = SURPLUSBUSGENERATION.l(currTP,b) ; - -* Node level output - - totalBusAllocation(dt,b) $ bus(currTP,b) - = sum[ n $ Node(currTP,n), NodeBusAllocationFactor(currTP,n,b)]; - - busNodeAllocationFactor(dt,b,n) $ (totalBusAllocation(dt,b) > 0) - = NodeBusAllocationFactor(currTP,n,b) / totalBusAllocation(dt,b) ; - -* TN - post processing unmapped generation deficit buses start -$ontext -The following code is added post-process generation deficit bus that is not -mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a -deficit is detected at a bus that does not map directly to a pnode, SPD creates -a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a -pnode. The price at the deficit bus is assigned directly to the pnode, -overwriting any weighted price that post-processing originally calculated for -the pnode. This is based on email from Nic Deller -on 25 Feb 2015. -The code is modified again on 16 Feb 2016 to avoid infinite loop when there are -many generation deficit buses. -This code is used to post-process generation deficit bus that is not mapped to -$offtext - unmappedDeficitBus(dt,b) $ o_busDeficit_TP(dt,b) - = yes $ (Sum[ n, busNodeAllocationFactor(dt,b,n)] = 0); - - changedDeficitBus(dt,b) = no; - - If Sum[b $ unmappedDeficitBus(dt,b), 1] then - - temp_busDeficit_TP(dt,b) = o_busDeficit_TP(dt,b); - - Loop b $ unmappedDeficitBus(dt,b) do - o_busDeficit_TP(dt,b1) - $ { Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] - } = o_busDeficit_TP(dt,b1) + o_busDeficit_TP(dt,b) ; - - changedDeficitBus(dt,b1) - $ Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] = yes; - - unmappedDeficitBus(dt,b) = no; - changedDeficitBus(dt,b) = no; - o_busDeficit_TP(dt,b) = 0; - EndLoop; - - Loop n $ sum[ b $ changedDeficitBus(dt,b) - , busNodeAllocationFactor(dt,b,n)] do - o_nodePrice_TP(dt,n) = deficitBusGenerationPenalty ; - o_nodeDeficit_TP(dt,n) = sum[ b $ busNodeAllocationFactor(dt,b,n), - busNodeAllocationFactor(dt,b,n) - * o_busDeficit_TP(dt,b) ] ; - EndLoop; - - o_busDeficit_TP(dt,b) = temp_busDeficit_TP(dt,b); - Endif; -* TN - post processing unmapped generation deficit buses end - - o_nodeDeficit_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b), busNodeAllocationFactor(dt,b,n) - * DEFICITBUSGENERATION.l(currTP,b) ] ; - - o_nodeSurplus_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b), busNodeAllocationFactor(dt,b,n) - * SURPLUSBUSGENERATION.l(currTP,b) ] ; - -* branch output - o_branch(dt,br) $ branch(currTP,br) = yes ; - - o_branchFlow_TP(dt,br) $ ACbranch(currTP,br) = ACBRANCHFLOW.l(currTP,br); - - o_branchFlow_TP(dt,br) $ HVDClink(currTP,br) = HVDCLINKFLOW.l(currTP,br); - - o_branchDynamicLoss_TP(dt,br) $ ACbranch(currTP,br) - = sum[ fd, ACBRANCHLOSSESDIRECTED.l(currTP,br,fd) ] ; - - o_branchDynamicLoss_TP(dt,br) $ HVDClink(currTP,br) - = HVDCLINKLOSSES.l(currTP,br) ; - - o_branchFixedLoss_TP(dt,br) $ branch(currTP,br) - = branchFixedLoss(currTP,br) ; - - o_branchTotalLoss_TP(dt,br) $ branch(currTP,br) - = o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br) ; - - o_branchFromBus_TP(dt,br,frB) - $ { branch(currTP,br) and - sum[ toB $ branchBusDefn(currTP,br,frB,toB), 1 ] - } = yes ; - - o_branchToBus_TP(dt,br,toB) - $ { branch(currTP,br) and - sum[ frB $ branchBusDefn(currTP,br,frB,toB), 1 ] - } = yes ; - - o_branchMarginalPrice_TP(dt,br) $ ACbranch(currTP,br) - = sum[ fd, ACbranchMaximumFlow.m(currTP,br,fd) ] ; - - o_branchMarginalPrice_TP(dt,br) $ HVDClink(currTP,br) - = HVDClinkMaximumFlow.m(currTP,br) ; - - o_branchCapacity_TP(dt,br) $ branch(currTP,br) - = sum[ fd $ ( ord(fd) = 1 ) - , i_tradePeriodBranchCapacityDirected(currTP,br,fd) - ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum[ fd $ ( ord(fd) = 2 ) - , i_tradePeriodBranchCapacityDirected(currTP,br,fd) - ] $ { o_branchFlow_TP(dt,br) < 0 } ; - - -* Offer output - o_offerEnergyBlock_TP(dt,o,trdBlk) - = GENERATIONBLOCK.l(currTP,o,trdBlk); - - o_offerFIRBlock_TP(dt,o,trdBlk,resT) - = sum[ resC $ (ord(resC) = 1) - , RESERVEBLOCK.l(currTP,o,trdBlk,resC,resT)]; - - o_offerSIRBlock_TP(dt,o,trdBlk,resT) - = sum[ resC $ (ord(resC) = 2) - , RESERVEBLOCK.l(currTP,o,trdBlk,resC,resT)]; - -* bid output - o_bid(dt,bd) $ bid(currTP,bd) = yes ; - - o_bidEnergy_TP(dt,bd) $ bid(currTP,bd) = PURCHASE.l(currTP,bd) ; - - o_bidFIR_TP(dt,bd) $ bid(currTP,bd) - = sum[ resC $ (ord(resC) = 1) - , PURCHASEILR.l(currTP,bd,resC) ] ; - - o_bidSIR_TP(dt,bd) $ bid(currTP,bd) - = sum[ resC $ (ord(resC) = 2) - , PURCHASEILR.l(currTP,bd,resC) ] ; - - o_bidTotalMW_TP(dt,bd) $ bid(currTP,bd) - = sum[ trdBlk, purchaseBidMW(currTP,bd,trdBlk) ] ; - -* Violation reporting based on the CE and ECE - o_ResViolation_TP(dt,ild,resC) - = DEFICITRESERVE.l(currTP,ild,resC) $ (not diffCeECeCVP) - + DEFICITRESERVE_CE.l(currTP,ild,resC) $ (diffCeECeCVP) - + DEFICITRESERVE_ECE.l(currTP,ild,resC) $ (diffCeECeCVP) ; - - o_FIRviolation_TP(dt,ild) - = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(dt,ild,resC) ] ; - - o_SIRviolation_TP(dt,ild) - = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(dt,ild,resC) ] ; - -* Security constraint data - o_brConstraint_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) = yes ; - - o_brConstraintSense_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = branchConstraintSense(currTP,brCstr) ; - - o_brConstraintLHS_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = [ branchSecurityConstraintLE.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = -1) ] - + [ branchSecurityConstraintGE.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 1) ] - + [ branchSecurityConstraintEQ.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 0) ] ; - - o_brConstraintRHS_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = branchConstraintLimit(currTP,brCstr) ; - - o_brConstraintPrice_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = [ branchSecurityConstraintLE.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = -1) ] - + [ branchSecurityConstraintGE.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 1) ] - + [ branchSecurityConstraintEQ.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 0) ] ; - -* Mnode constraint data - o_MnodeConstraint_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) = yes ; - - o_MnodeConstraintSense_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = MnodeConstraintSense(currTP,MnodeCstr) ; - - o_MnodeConstraintLHS_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = [ MnodeSecurityConstraintLE.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = -1) ] - + [ MnodeSecurityConstraintGE.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 1) ] - + [ MnodeSecurityConstraintEQ.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 0) ] ; - - o_MnodeConstraintRHS_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = MnodeConstraintLimit(currTP,MnodeCstr) ; - - o_MnodeConstraintPrice_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = [ MnodeSecurityConstraintLE.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = -1) ] - + [ MnodeSecurityConstraintGE.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 1) ] - + [ MnodeSecurityConstraintEQ.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 0) ] ; - -* Island output - o_island(dt,ild) = yes ; - - o_ResPrice_TP(dt,ild,resC)= IslandReserveCalculation.m(currTP,ild,resC); - - o_FIRprice_TP(dt,ild) = sum[ resC $ (ord(resC) = 1) - , o_ResPrice_TP(dt,ild,resC) ]; - - o_SIRprice_TP(dt,ild) = sum[ resC $ (ord(resC) = 2) - , o_ResPrice_TP(dt,ild,resC) ]; - - o_islandGen_TP(dt,ild) - = sum[ b $ busIsland(currTP,b,ild), busGeneration(currTP,b) ] ; - - o_islandClrBid_TP(dt,ild) - = sum[ bd $ bidIsland(currTP,bd,ild), PURCHASE.l(currTP,bd) ] ; - - o_islandLoad_TP(dt,ild) - = sum[ b $ busIsland(currTP,b,ild), busLoad(currTP,b) ] - + o_islandClrBid_TP(dt,ild) ; - - o_ResCleared_TP(dt,ild,resC) = ISLANDRESERVE.l(currTP,ild,resC); - - o_FirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 1) - , o_ResCleared_TP(dt,ild,resC) ]; - - o_SirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 2) - , o_ResCleared_TP(dt,ild,resC) ]; - - o_islandBranchLoss_TP(dt,ild) - = sum[ (br,frB,toB) - $ { ACbranch(currTP,br) and busIsland(currTP,toB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, o_branchTotalLoss_TP(dt,br) ] ; - - o_HVDCflow_TP(dt,ild) - = sum[ (br,frB,toB) - $ { HVDCpoles(currTP,br) and busIsland(currTP,frB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, o_branchFlow_TP(dt,br) ] ; - - o_HVDChalfPoleLoss_TP(dt,ild) - = sum[ (br,frB,toB) $ { HVDChalfPoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - busIsland(currTP,frB,ild) - }, o_branchTotalLoss_TP(dt,br) - ] ; - - o_HVDCpoleFixedLoss_TP(dt,ild) - = sum[ (br,frB,toB) $ { HVDCpoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - ( busIsland(currTP,toB,ild) or - busIsland(currTP,frB,ild) - ) - }, 0.5 * o_branchFixedLoss_TP(dt,br) - ] ; - - o_HVDCloss_TP(dt,ild) - = o_HVDChalfPoleLoss_TP(dt,ild) - + o_HVDCpoleFixedLoss_TP(dt,ild) - + sum[ (br,frB,toB) $ { HVDClink(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - (not (busIsland(currTP,frB,ild))) - }, o_branchDynamicLoss_TP(dt,br) - ] ; - -* TN - The code below is added for NMIR project ================================ - o_EffectiveRes_TP(dt,ild,resC,riskC) $ reserveShareEnabled(currTP,resC) - = RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ; - - If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(currTP,resC)] then - - o_FirSent_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 1) - , RESERVESHARESENT.l(currTP,ild,resC,rd)]; - - o_FirReceived_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 1) - , RESERVESHARERECEIVED.l(currTP,ild,resC,rd) ]; - - o_FirEffective_TP(dt,ild,riskC) - = Sum[ resC $ (ord(resC) = 1), - RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - o_FirEffReport_TP(dt,ild) - = Smax[ (resC,riskC) $ (ord(resC)=1) - , RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - Endif; - - If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(currTP,resC)] then - - o_SirSent_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 2), - RESERVESHARESENT.l(currTP,ild,resC,rd) ]; - - o_SirReceived_TP(dt,ild) - = Sum[ (fd,resC) $ (ord(resC) = 2), - RESERVESHARERECEIVED.l(currTP,ild,resC,fd) ]; - - o_SirEffective_TP(dt,ild,riskC) - = Sum[ resC $ (ord(resC) = 2), - RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - o_SirEffReport_TP(dt,ild) - = Smax[ (resC,riskC) $ (ord(resC)=2) - , RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - Endif; - - -* TN - The code for NMIR project end =========================================== - -* Additional output for audit reporting - o_ACbusAngle(dt,b) = ACNODEANGLE.l(currTP,b) ; - -* Check if there are non-physical losses on AC branches - ManualBranchSegmentMWFlow(LossBranch(ACbranch(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(ACbranch) ) - and validLossSegment(ACbranch,los,fd) - and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) - } - = Min[ Max( 0, - [ abs(o_branchFlow_TP(dt,br)) - - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(ACbranch,los,fd) - - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualBranchSegmentMWFlow(LossBranch(HVDClink(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(HVDClink) ) - and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) - } - = Min[ Max( 0, - [ abs(o_branchFlow_TP(dt,br)) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(HVDClink,los,fd) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualLossCalculation(LossBranch(branch(currTP,br))) - = sum[ (los,fd), LossSegmentFactor(branch,los,fd) - * ManualBranchSegmentMWFlow(branch,los,fd) ] ; - - o_nonPhysicalLoss(dt,br) = o_branchDynamicLoss_TP(dt,br) - - ManualLossCalculation(currTP,br) ; - - o_lossSegmentBreakPoint(dt,br,los) - = sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 1) - }, LossSegmentMW(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 2) - }, LossSegmentMW(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) < 0 } - ; - - o_lossSegmentFactor(dt,br,los) - = sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 1) - }, LossSegmentFactor(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 2) - }, LossSegmentFactor(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) < 0 } - ; - - o_busIsland_TP(dt,b,ild) $ busIsland(currTP,b,ild) = yes ; - - o_PLRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,PLSRReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,PLSRReserveType) ] ; - - o_PLRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,PLSRReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,PLSRReserveType)] ; - - o_TWRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,TWDRReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,TWDRReserveType)] ; - - o_TWRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,TWDRReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,TWDRReserveType)] ; - - o_ILRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,ILReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,ILReserveType)] ; - - o_ILRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,ILReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,ILReserveType)] ; - - o_ILbus_FIR_TP(dt,b) = sum[ (o,n) $ { NodeBus(currTP,n,b) and - offerNode(currTP,o,n) - }, o_ILRO_FIR_TP(dt,o) ] ; - - o_ILbus_SIR_TP(dt,b) = sum[ (o,n) $ { NodeBus(currTP,n,b) and - offerNode(currTP,o,n) - }, o_ILRO_SIR_TP(dt,o) ] ; - - o_marketNodeIsland_TP(dt,o,ild) - $ sum[ n $ { offerIsland(currTP,o,ild) and - offerNode(currTP,o,n) and - (o_nodeLoad_TP(dt,n) = 0) - },1 - ] = yes ; - - o_generationRiskLevel(dt,ild,o,resC,GenRisk) - = GENISLANDRISK.l(currTP,ild,o,resC,GenRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,GenRisk) - ; - - o_generationRiskPrice(dt,ild,o,resC,GenRisk) - = GenIslandRiskCalculation_1.m(currTP,ild,o,resC,GenRisk) ; - - o_HVDCriskLevel(dt,ild,resC,HVDCrisk) - = ISLANDRISK.l(currTP,ild,resC,HVDCrisk) ; - - o_HVDCriskPrice(dt,ild,resC,HVDCrisk) - = HVDCIslandRiskCalculation.m(currTP,ild,resC,HVDCrisk) ; - - o_manuRiskLevel(dt,ild,resC,ManualRisk) - = ISLANDRISK.l(currTP,ild,resC,ManualRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,ManualRisk) - ; - - o_manuRiskPrice(dt,ild,resC,ManualRisk) - = ManualIslandRiskCalculation.m(currTP,ild,resC,ManualRisk) ; - - o_genHVDCriskLevel(dt,ild,o,resC,HVDCsecRisk) - = HVDCGENISLANDRISK.l(currTP,ild,o,resC,HVDCsecRisk) ; - - o_genHVDCriskPrice(dt,ild,o,resC,HVDCsecRisk(riskC)) - = HVDCIslandSecRiskCalculation_GEN_1.m(currTP,ild,o,resC,riskC) ; - - o_manuHVDCriskLevel(dt,ild,resC,HVDCsecRisk) - = HVDCMANISLANDRISK.l(currTP,ild,resC,HVDCsecRisk); - - o_manuHVDCriskPrice(dt,ild,resC,HVDCsecRisk(riskC)) - = HVDCIslandSecRiskCalculation_Manu_1.m(currTP,ild,resC,riskC) ; - - o_generationRiskGroupLevel(dt,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk) - = GENISLANDRISKGROUP.l(currTP,ild,rg,resC,GenRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,GenRisk) - ; - - o_generationRiskGroupPrice(dt,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk) - = GenIslandRiskGroupCalculation_1.m(currTP,ild,rg,resC,GenRisk) ; - -* FIR and SIR required based on calculations of the island risk to -* overcome reporting issues of the risk setter under degenerate -* conditions when reserve price = 0 - See below - - o_ReserveReqd_TP(dt,ild,resC) - = Max[ 0, - smax[(o,GenRisk) , o_generationRiskLevel(dt,ild,o,resC,GenRisk)], - smax[ HVDCrisk , o_HVDCriskLevel(dt,ild,resC,HVDCrisk) ] , - smax[ ManualRisk , o_manuRiskLevel(dt,ild,resC,ManualRisk) ] , - smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(dt,ild,o,resC,HVDCsecRisk) ] , - smax[ HVDCsecRisk , o_manuHVDCriskLevel(dt,ild,resC,HVDCsecRisk) ] , - smax[ (rg,GenRisk) , o_generationRiskGroupLevel(dt,ild,rg,resC,GenRisk) ] - ] ; - - o_FIRreqd_TP(dt,ild) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(dt,ild,resC) ] ; - o_SIRreqd_TP(dt,ild) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(dt,ild,resC) ] ; - -* Summary reporting by trading period - o_solveOK_TP(dt) = ModelSolved ; - - o_systemCost_TP(dt) = SYSTEMCOST.l(currTP) ; - - o_systemBenefit_TP(dt) = SYSTEMBENEFIT.l(currTP) ; - - o_penaltyCost_TP(dt) = SYSTEMPENALTYCOST.l(currTP) ; - - o_ofv_TP(dt) = o_systemBenefit_TP(dt) - - o_systemCost_TP(dt) - - o_penaltyCost_TP(dt); - - -* Separete violation reporting at trade period level - o_defGenViolation_TP(dt) = sum[ b, o_busDeficit_TP(dt,b) ] ; - - o_surpGenViolation_TP(dt) = sum[ b, o_busSurplus_TP(dt,b) ] ; - - o_surpBranchFlow_TP(dt) - = sum[ br$branch(currTP,br), SURPLUSBRANCHFLOW.l(currTP,br) ] ; - - o_defRampRate_TP(dt) - = sum[ o $ offer(currTP,o), DEFICITRAMPRATE.l(currTP,o) ] ; - - o_surpRampRate_TP(dt) - = sum[ o $ offer(currTP,o), SURPLUSRAMPRATE.l(currTP,o) ] ; - - o_surpBranchGroupConst_TP(dt) - = sum[ brCstr $ branchConstraint(currTP,brCstr) - , SURPLUSBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) ] ; - - o_defBranchGroupConst_TP(dt) - = sum[ brCstr $ branchConstraint(currTP,brCstr) - , DEFICITBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) ] ; - - o_defMnodeConst_TP(dt) - = sum[ MnodeCstr $ MnodeConstraint(currTP,MnodeCstr) - , DEFICITMnodeCONSTRAINT.l(currTP,MnodeCstr) ] ; - - o_surpMnodeConst_TP(dt) - = sum[ MnodeCstr $ MnodeConstraint(currTP,MnodeCstr) - , SURPLUSMnodeCONSTRAINT.l(currTP,MnodeCstr) ] ; - - o_defACnodeConst_TP(dt) - = sum[ ACnodeCstr $ ACnodeConstraint(currTP,ACnodeCstr) - , DEFICITACnodeCONSTRAINT.l(currTP,ACnodeCstr) ] ; - - o_surpACnodeConst_TP(dt) - = sum[ ACnodeCstr $ ACnodeConstraint(currTP,ACnodeCstr) - , SURPLUSACnodeCONSTRAINT.l(currTP,ACnodeCstr) ] ; - - o_defT1MixedConst_TP(dt) - = sum[ t1MixCstr $ Type1MixedConstraint(currTP,t1MixCstr) - , DEFICITTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) ] ; - - o_surpT1MixedConst_TP(dt) - = sum[ t1MixCstr $ Type1MixedConstraint(currTP,t1MixCstr) - , SURPLUSTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) ] ; - - o_defGenericConst_TP(dt) - = sum[ gnrcCstr $ GenericConstraint(currTP,gnrcCstr) - , DEFICITGENERICCONSTRAINT.l(currTP,gnrcCstr) ] ; - - o_surpGenericConst_TP(dt) - = sum[ gnrcCstr $ GenericConstraint(currTP,gnrcCstr) - , SURPLUSGENERICCONSTRAINT.l(currTP,gnrcCstr) ] ; - - o_defResv_TP(dt) - = sum[ (ild,resC) , o_ResViolation_TP(dt,ild,resC) ] ; - - o_totalViolation_TP(dt) - = o_defGenViolation_TP(dt) + o_surpGenViolation_TP(dt) - + o_defRampRate_TP(dt) + o_surpRampRate_TP(dt) - + o_defBranchGroupConst_TP(dt) + o_surpBranchGroupConst_TP(dt) - + o_defMnodeConst_TP(dt) + o_surpMnodeConst_TP(dt) - + o_defACnodeConst_TP(dt) + o_surpACnodeConst_TP(dt) - + o_defT1MixedConst_TP(dt) + o_surpT1MixedConst_TP(dt) - + o_defGenericConst_TP(dt) + o_surpGenericConst_TP(dt) - + o_defResv_TP(dt) + o_surpBranchFlow_TP(dt) ; - -* Virtual reserve - o_vrResMW_TP(dt,ild,resC) = VIRTUALRESERVE.l(currTP,ild,resC) ; - - o_FIRvrMW_TP(dt,ild) = sum[ resC $ (ord(resC) = 1) - , o_vrResMW_TP(dt,ild,resC) ] ; - - o_SIRvrMW_TP(dt,ild) = sum[ resC $ (ord(resC) = 2) - , o_vrResMW_TP(dt,ild,resC) ] ; - -* Reporting at trading period end - EndLoop; -$offend - -$endif.PeriodReport - -* End of the solve vSPD loop - ] ; -* End of the While loop -); - - -* Summary reports - only applied for normal and audit vSPD run. -$iftheni.SummaryReport %opMode%=='DWH' display 'No summary report for data warehouse mode'; -$elseifi.SummaryReport %opMode%=='FTR' display 'No summary report for FTR rental mode'; -$elseifi.SummaryReport %opMode%=='PVT' display 'No summary report for pivot analysis mode'; -$elseifi.SummaryReport %opMode%=='DPS' display 'No summary report for demand analysis mode'; -$else.SummaryReport - -* System level - o_numTradePeriods = card(tp) ; - - o_systemOFV = sum[ dt, o_ofv_TP(dt) ] ; - - o_systemGen = sum[ (dt,ild), o_islandGen_TP(dt,ild) ] ; - - o_systemLoad = sum[ (dt,ild), o_islandLoad_TP(dt,ild) - - o_islandClrBid_TP(dt,ild) ] ; - - o_systemLoss = sum[ (dt,ild), o_islandBranchLoss_TP(dt,ild) - + o_HVDCloss_TP(dt,ild) ] ; - - o_systemViolation = sum[ dt, o_totalViolation_TP(dt) ] ; - - o_systemFIR = sum[ (dt,ild), o_FIRcleared_TP(dt,ild) ] ; - - o_systemSIR = sum[ (dt,ild), o_SIRcleared_TP(dt,ild) ] ; - - -* Offer level - This does not include revenue from wind generators for -* final pricing because the wind generation is netted off against load -* at the particular bus for the final pricing solves - - o_offerTrader(o,trdr) - $ sum[ tp $ i_tradePeriodOfferTrader(tp,o,trdr), 1 ] = yes ; - - o_offerGen(o) = (i_tradingPeriodLength/60)*sum[dt, o_offerEnergy_TP(dt,o)] ; - - o_offerFIR(o) = (i_tradingPeriodLength/60)*sum[dt, o_offerFIR_TP(dt,o)] ; - - o_offerSIR(o) = (i_tradingPeriodLength/60)*sum[dt, o_offerSIR_TP(dt,o)] ; - -$endif.SummaryReport - - -*===================================================================================== -* 8. vSPD scarcity pricing post-processing -*===================================================================================== -$iftheni.vSPDscarcity %opMode%=='PVT' display 'Scacity pricing not applied for pivot analysis'; -$elseifi.vSPDscarcity %opMode%=='DPS' display 'Scacity pricing not applied for demand analysis'; -$else.vSPDscarcity - -* Mapping scarcity area to islands -scarcityAreaIslandMap(sarea,ild) = no ; -scarcityAreaIslandMap('NI','NI') = yes ; -scarcityAreaIslandMap('SI','SI') = yes ; -scarcityAreaIslandMap('National',ild) = yes ; - -$ifthen.ScarcityExists %scarcityExists%==1 - -* 8a. Check if scarcity pricing situation is applied -------------------------- -putclose runlog 'Scarcity situation exists. '; - -$gdxin "%inputPath%\%vSPDinputData%.gdx" -$load i_tradePeriodScarcitySituationExists i_tradePeriodGWAPFloor -$load i_tradePeriodGWAPCeiling i_tradePeriodGWAPThreshold -$load i_tradePeriodGWAPCountForAvg i_tradePeriodGWAPPastDaysAvg -$gdxin - -* No of island cumulative price thresholds required for each scarcity area -cptIslandReq(sarea) = sum(ild $ scarcityAreaIslandMap(sarea,ild),1) ; - -* Loading data that are imported from gdx input file -GWAPFloor(tp,sarea) = i_tradePeriodGWAPFloor(tp,sarea) ; -GWAPCeiling(tp,sarea) = i_tradePeriodGWAPCeiling(tp,sarea) ; -GWAPPastDaysAvg(tp,ild) = i_tradePeriodGWAPPastDaysAvg(tp,ild) ; -GWAPCountForAvg(tp,ild) = i_tradePeriodGWAPCountForAvg(tp,ild) ; -GWAPThreshold(tp,ild) = i_tradePeriodGWAPThreshold(tp,ild) ; -scarcitySituation(tp,sarea) = i_tradePeriodScarcitySituationExists(tp,sarea) ; - -* Load the past days price x quantity (PQ) -pastGWAPsumforCPT(tp,ild) = GWAPPastDaysAvg(tp,ild) * GWAPCountForAvg(tp,ild) ; - -* Load trading period count for the calculation of the past days GWAP -pastTPcntforCPT(tp,ild) = GWAPCountForAvg(tp,ild) ; - -* Initialise the parameters to be used to update the average prior GWAP -currentDayGWAPsumforCPT(ild) = 0 ; -currentDayTPsumforCPT(ild) = 0 ; - -* The following loop going through each trading period to -* check if a scarcity pricing situation applied and -* calculate the last 7 days GWAP for the CPT check - The Code Clause 13.135C -loop[ i_dateTimeTradePeriodMap(dt,tp), - -* Recalculate the past GWAP and count with the current day to update -* the average prior GWAP calculation - pastGWAPsumforCPT(tp,ild) = pastGWAPsumforCPT(tp,ild) - + currentDayGWAPsumforCPT(ild) ; - - pastTPcntforCPT(tp,ild) = pastTPcntforCPT(tp,ild) - + currentDayTPsumforCPT(ild) ; - -* Calculate the average prior GWAP for each island - avgPriorGWAP(tp,ild) $ (pastTPcntforCPT(tp,ild) = 336) - = pastGWAPsumforCPT(tp,ild) / pastTPcntforCPT(tp,ild) ; - -* Calculate the island and any scarcity area GWAP - (6.3.3) - islandGWAP(tp,ild) - = sum[ n $ nodeIsland(tp,n,ild) - , o_nodeGeneration_TP(dt,n) * o_nodePrice_TP(dt,n) ] - / sum[ n $ nodeIsland(tp,n,ild), o_nodeGeneration_TP(dt,n)] ; - - scarcityAreaGWAP(tp,sarea) $ scarcitySituation(tp,sarea) - = sum[ nodeIsland(tp,n,ild) $ scarcityAreaIslandMap(sarea,ild) - , o_nodeGeneration_TP(dt,n) * o_nodePrice_TP(dt,n) - ] - / sum[ nodeIsland(tp,n,ild) $ scarcityAreaIslandMap(sarea,ild) - , o_nodeGeneration_TP(dt,n) - ] ; - - - loop[ sarea $ scarcitySituation(tp,sarea), - -* Cumulative price threshold (CPT) check - cptIslandPassed(tp,sarea) - = sum[ scarcityAreaIslandMap(sarea,ild) - $ (avgPriorGWAP(tp,ild) <= GWAPThreshold(tp,ild)), 1 - ] ; - -* Check of the required CPT thresholds are met - cptPassed(tp,sarea) - $ (cptIslandPassed(tp,sarea) = cptIslandReq(sarea)) = 1; - -* Scaling factor calculation (6.3.4) - If CPT is passed then if: -* a. scarcity area GWAP < floor then scale prices up -* b. scarcity area GWAP > ceiling then scale prices down -* c. scarcity area GWAP >= floor and GWAP <= ceiling scaling factor = 1 - if( cptPassed(tp,sarea) = 1, - - scarcityScalingFactor(tp,sarea) - $ { scarcityAreaGWAP(tp,sarea) < GWAPFloor(tp,sarea) } - = GWAPFloor(tp,sarea) / scarcityAreaGWAP(tp,sarea) ; - - scarcityScalingFactor(tp,sarea) - $ { scarcityAreaGWAP(tp,sarea) > GWAPCeiling(tp,sarea) } - = GWAPCeiling(tp,sarea) / scarcityAreaGWAP(tp,sarea) ; - - scarcityScalingFactor(tp,sarea) - $ { (scarcityAreaGWAP(tp,sarea) >= GWAPFloor(tp,sarea)) and - (scarcityAreaGWAP(tp,sarea) <= GWAPCeiling(tp,sarea)) - } = 1 ; - -* Scale the bus prices and reserve prices in the scarcity area - scaledbusPrice(tp,b) - $ sum[ busIsland(bus(tp,b),ild) - $ scarcityAreaIslandMap(sarea,ild), 1 - ] = scarcityScalingFactor(tp,sarea) * o_busPrice_TP(dt,b) ; - - scaledFIRprice(tp,ild) $ scarcityAreaIslandMap(sarea,ild) - = scarcityScalingFactor(tp,sarea) * o_FIRprice_TP(dt,ild) ; - - scaledSIRprice(tp,ild) $ scarcityAreaIslandMap(sarea,ild) - = scarcityScalingFactor(tp,sarea) * o_SIRprice_TP(dt,ild) ; - -* Allocate the scaled bus energy, FIR and SIR prices - o_busPrice_TP(dt,b) $ sum[ busIsland(bus(tp,b),ild) - $ scarcityAreaIslandMap(sarea,ild), 1 - ] = scaledbusPrice(tp,b) ; - - o_FIRprice_TP(dt,ild) $ scarcityAreaIslandMap(sarea,ild) - = scaledFIRprice(tp,ild) ; - - o_SIRprice_TP(dt,ild) $ scarcityAreaIslandMap(sarea,ild) - = scaledSIRprice(tp,ild) ; - - o_ResPrice_TP(dt,ild,resC) $ (ord(resC)=1) = o_FIRprice_TP(dt,ild); - o_ResPrice_TP(dt,ild,resC) $ (ord(resC)=2) = o_SIRprice_TP(dt,ild); - -* Update node price with scaling factor - scalednodePrice(tp,n) - = sum[ nodeBus(node(tp,n),b) - , NodeBusAllocationFactor(tp,n,b) * o_busPrice_TP(dt,b) ] ; - - scaledislandGWAP(tp,ild) $ scarcityAreaIslandMap(sarea,ild) - = sum[ nodeIsland(tp,n,ild), o_nodeGeneration_TP(dt,n) - * scalednodePrice(tp,n) ] - / sum[ nodeIsland(tp,n,ild), o_nodeGeneration_TP(dt,n) ] ; - - scaledscarcityAreaGWAP(tp,sarea) $ scarcitySituation(tp,sarea) - = sum[ nodeIsland(tp,n,ild) - $ scarcityAreaIslandMap(sarea,ild) - , o_nodeGeneration_TP(dt,n) * scalednodePrice(tp,n) - ] - / sum[ nodeIsland(tp,n,ild) - $ scarcityAreaIslandMap(sarea,ild) - , o_nodeGeneration_TP(dt,n) - ] ; - -* Update the node price used for the GWAP calculation for the CPT - o_nodePrice_TP(dt,n) = scalednodePrice(tp,n) ; - -* End Scaling factor calculation (6.3.4) if CPT is passed - ) ; - -* End of scarcity check loop - ] ; - - -* Calculate the GWAP for the current trade period in each island - currentDayGWAPsumforCPT(ild) = currentDayGWAPsumforCPT(ild) - + scaledislandGWAP(tp,ild) ; - - currentDayTPsumforCPT(ild) = currentDayTPsumforCPT(ild) + 1 ; - -* End of trade period loop -] ; - -* Scarcity pricing situation application check end -$endif.ScarcityExists - - -* 8b. Calculating price-relating outputs -------------------------------------- - -$iftheni.PriceRelatedOutputs %opMode%=='DWH' -$elseifi.PriceRelatedOutputs %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3a.gms" -$else.PriceRelatedOutputs -loop(i_dateTimeTradePeriodMap(dt,tp), - -* bus output update - o_busRevenue_TP(dt,b) $ bus(tp,b) = (i_tradingPeriodLength / 60) - * o_busGeneration_TP(dt,b) - * o_busPrice_TP(dt,b) ; - - o_busCost_TP(dt,b) $ bus(tp,b) = (i_tradingPeriodLength / 60) - * o_busLoad_TP(dt,b) - * o_busPrice_TP(dt,b); - -* node output update - o_nodeRevenue_TP(dt,n) $ node(tp,n) = (i_tradingPeriodLength / 60) - * o_nodeGeneration_TP(dt,n) - * o_nodePrice_TP(dt,n) ; - - o_nodeCost_TP(dt,n) $ node(tp,n) = (i_tradingPeriodLength / 60) - * o_nodeLoad_TP(dt,n) - * o_nodePrice_TP(dt,n) ; - -* branch output update - o_branchFromBusPrice_TP(dt,br) $ branch(tp,br) - = sum[ b $ o_branchFromBus_TP(dt,br,b), o_busPrice_TP(dt,b) ] ; - - o_branchToBusPrice_TP(dt,br) $ branch(tp,br) - = sum[ b $ o_branchToBus_TP(dt,br,b), o_busPrice_TP(dt,b) ] ; - - o_branchTotalRentals_TP(dt,br) - $ { branch(tp,br) and (o_branchFlow_TP(dt,br) >= 0) } - = (i_tradingPeriodLength/60) - * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) - - o_branchToBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) - - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) - ] ; - - o_branchTotalRentals_TP(dt,br) - $ { branch(tp,br) and (o_branchFlow_TP(dt,br) < 0) } - = (i_tradingPeriodLength/60) - * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) - - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) - - o_branchFromBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) - ] ; - -* Island output - o_islandRefPrice_TP(dt,ild) - = sum[ n $ { referenceNode(tp,n) - and nodeIsland(tp,n,ild) } , o_nodePrice_TP(dt,n) ] ; - - o_islandEnergyRevenue_TP(dt,ild) - = sum[ n $ nodeIsland(tp,n,ild), o_nodeRevenue_TP(dt,n)] ; - - o_islandReserveRevenue_TP(dt,ild) = sum[ resC, o_ResCleared_TP(dt,ild,resC) - * o_ResPrice_TP(dt,ild,resC) - * i_tradingPeriodLength/60 ]; - - o_islandLoadCost_TP(dt,ild) - = sum[ n $ { nodeIsland(tp,n,ild) and (o_nodeLoad_TP(dt,n) >= 0) } - , o_nodeCost_TP(dt,n) ] ; - - o_islandLoadRevenue_TP(dt,ild) - = sum[ n $ { nodeIsland(tp,n,ild) and (o_nodeLoad_TP(dt,n) < 0) } - , - o_nodeCost_TP(dt,n) ] ; - -$ifthen.ScarcityOutput %scarcityExists%==1 - - o_scarcityExists_TP(dt,ild) - = sum[ scarcityAreaIslandMap(sarea,ild), scarcitySituation(tp,sarea) ]; - - o_cptPassed_TP(dt,ild) $ sum[ scarcityAreaIslandMap(sarea,ild) - , cptPassed(tp,sarea) ] = 1 ; - - o_avgPriorGWAP_TP(dt,ild) = avgPriorGWAP(tp,ild) ; - - o_islandGWAPbefore_TP(dt,ild) = islandGWAP(tp,ild) ; - - o_islandGWAPafter_TP(dt,ild) = scaledislandGWAP(tp,ild) ; - - o_scarcityGWAPbefore_TP(dt,ild) - = sum[ scarcityAreaIslandMap(sarea,ild), scarcityAreaGWAP(tp,sarea) ] ; - - o_scarcityGWAPafter_TP(dt,ild) = sum[ scarcityAreaIslandMap(sarea,ild) - , scaledscarcityAreaGWAP(tp,sarea)]; - - o_scarcityScalingFactor_TP(dt,ild) = sum[ scarcityAreaIslandMap(sarea,ild) - , scarcityScalingFactor(tp,sarea) ] ; - - o_GWAPfloor_TP(dt,ild) = sum[ scarcityAreaIslandMap(sarea,ild) - $ (scarcitySituation(tp,sarea) = 1) - , GWAPFloor(tp,sarea) ] ; - - o_GWAPceiling_TP(dt,ild) = sum[ scarcityAreaIslandMap(sarea,ild) - $ (scarcitySituation(tp,sarea) = 1) - , GWAPCeiling(tp,sarea) ] ; - - o_GWAPthreshold_TP(dt,ild) $ o_scarcityExists_TP(dt,ild) - = GWAPThreshold(tp,ild) ; - -$endif.ScarcityOutput -) ; - -* System level -o_systemEnergyRevenue = sum[ (dt,ild), o_islandEnergyRevenue_TP(dt,ild) ] ; - -o_systemReserveRevenue = sum[ (dt,ild), o_islandReserveRevenue_TP(dt,ild) ]; - -o_systemLoadCost = sum[ (dt,ild), o_islandLoadCost_TP(dt,ild) ]; - -o_systemLoadRevenue = sum[ (dt,ild), o_islandLoadRevenue_TP(dt,ild) ]; - -* Offer level -o_offerGenRevenue(o) - = sum[ (dt,tp,n) $ { i_dateTimeTradePeriodMap(dt,tp) and offerNode(tp,o,n) } - , (i_tradingPeriodLength/60) - * o_offerEnergy_TP(dt,o) * o_nodePrice_TP(dt,n) ] ; - -o_offerFIRrevenue(o) - = sum[ (dt,tp,n,ild) $ { i_dateTimeTradePeriodMap(dt,tp) and - offerNode(tp,o,n) and nodeIsland(tp,n,ild)} - , (i_tradingPeriodLength/60) - * o_offerFIR_TP(dt,o) * o_FIRprice_TP(dt,ild) ] ; - -o_offerSIRrevenue(o) - = sum[ (dt,tp,n,ild) $ { i_dateTimeTradePeriodMap(dt,tp) and - offerNode(tp,o,n) and nodeIsland(tp,n,ild)} - , (i_tradingPeriodLength/60) - * o_offerSIR_TP(dt,o) * o_SIRprice_TP(dt,ild) ] ; - -$endif.PriceRelatedOutputs -* Calculating price-relating outputs end ------------------------------------- - - -$endif.vSPDscarcity - -*===================================================================================== -* 9. Write results to CSV report files and GDX files -*===================================================================================== -* TN - Pivot analysis end -$iftheni.Output %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_4.gms" -$elseifi.Output %opMode%=='DPS' $include "Demand\vSPDSolveDPS_4.gms" -$elseifi.Output %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_4.gms" -$elseifi.Output %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_4.gms" -$else.Output $include "vSPDreport.gms" -$endif.Output - - -* Post a progress message for use by EMI. -putclose runlog 'Case: %vSPDinputData% is complete in ',timeExec,'(secs)'/ ; -putclose runlog 'Case: %vSPDinputData% is finished in ',timeElapsed,'(secs)'/ ; - -* Go to the next input file -$label nextInput - -* Post a progress message for use by EMI. -$if not exist "%inputPath%\%vSPDinputData%.gdx" putclose runlog 'The file %inputPath%\%vSPDinputData%.gdx could not be found (', system.time, ').' // ; diff --git a/Programs/vSPDsolve_RTP.gms b/Programs/vSPDsolve_RTP.gms deleted file mode 100644 index 262b78e..0000000 --- a/Programs/vSPDsolve_RTP.gms +++ /dev/null @@ -1,1813 +0,0 @@ -*===================================================================================== -* Name: vSPDsolve_RTP.gms -* Function: First RTD solve to update island loss in order to -* adjust node demand -* A new development for Rea -* Developed by: Electricity Authority, New Zealand -* Source: https://github.com/ElectricityAuthority/vSPD -* http://www.emi.ea.govt.nz/Tools/vSPD -* Contact: Forum: http://www.emi.ea.govt.nz/forum/ -* Email: emi@ea.govt.nz -* Created on: 14 Jan 2022 - -*===================================================================================== - -* 7d. Solve Models First Time For Real Time Pricing -*===================================================================================== -* 7. The vSPD solve loop -*===================================================================================== - -unsolvedPeriod(tp) = yes; -VSPDModel(tp) = 0 ; -option clear = useBranchFlowMIP ; -option clear = useMixedConstraintMIP ; - -While ( Sum[ tp $ unsolvedPeriod(tp), 1 ], - exitLoop = 0; - loop[ tp $ {unsolvedPeriod(tp) and (exitLoop = 0)}, - -* 7a. Reset all sets, parameters and variables ------------------------------- - option clear = currTP ; -* Generation variables - option clear = GENERATION ; - option clear = GENERATIONBLOCK ; -* Purchase variables - option clear = PURCHASE ; - option clear = PURCHASEBLOCK ; - option clear = PURCHASEILR ; - option clear = PURCHASEILRBLOCK ; -* Network variables - option clear = ACNODENETINJECTION ; - option clear = ACNODEANGLE ; - option clear = ACBRANCHFLOW ; - option clear = ACBRANCHFLOWDIRECTED ; - option clear = ACBRANCHLOSSESDIRECTED ; - option clear = ACBRANCHFLOWBLOCKDIRECTED ; - option clear = ACBRANCHLOSSESBLOCKDIRECTED ; - option clear = ACBRANCHFLOWDIRECTED_INTEGER ; - option clear = HVDCLINKFLOW ; - option clear = HVDCLINKLOSSES ; - option clear = LAMBDA ; - option clear = LAMBDAINTEGER ; - option clear = HVDCLINKFLOWDIRECTION_INTEGER ; - option clear = HVDCPOLEFLOW_INTEGER ; -* Risk/Reserve variables - option clear = RISKOFFSET ; - option clear = HVDCREC ; - option clear = ISLANDRISK ; - option clear = RESERVEBLOCK ; - option clear = RESERVE ; - option clear = ISLANDRESERVE; -* NMIR variables - option clear = SHAREDNFR ; - option clear = SHAREDRESERVE ; - option clear = HVDCSENT ; - option clear = RESERVESHAREEFFECTIVE ; - option clear = RESERVESHARERECEIVED ; - option clear = RESERVESHARESENT ; - option clear = HVDCSENDING ; - option clear = INZONE ; - option clear = HVDCSENTINSEGMENT ; - option clear = HVDCRESERVESENT ; - option clear = HVDCSENTLOSS ; - option clear = HVDCRESERVELOSS ; - option clear = LAMBDAHVDCENERGY ; - option clear = LAMBDAHVDCRESERVE ; - option clear = RESERVESHAREPENALTY ; -* Mixed constraint variables - option clear = MIXEDCONSTRAINTVARIABLE ; - option clear = MIXEDCONSTRAINTLIMIT2SELECT ; -* Objective - option clear = NETBENEFIT ; -* Violation variables - option clear = TOTALPENALTYCOST ; - option clear = DEFICITBUSGENERATION ; - option clear = SURPLUSBUSGENERATION ; - option clear = DEFICITRESERVE ; - option clear = DEFICITRESERVE_CE ; - option clear = DEFICITRESERVE_ECE ; - option clear = DEFICITBRANCHSECURITYCONSTRAINT ; - option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; - option clear = DEFICITRAMPRATE ; - option clear = SURPLUSRAMPRATE ; - option clear = DEFICITACnodeCONSTRAINT ; - option clear = SURPLUSACnodeCONSTRAINT ; - option clear = DEFICITBRANCHFLOW ; - option clear = SURPLUSBRANCHFLOW ; - option clear = DEFICITMNODECONSTRAINT ; - option clear = SURPLUSMNODECONSTRAINT ; - option clear = DEFICITTYPE1MIXEDCONSTRAINT ; - option clear = SURPLUSTYPE1MIXEDCONSTRAINT ; - option clear = DEFICITGENERICCONSTRAINT ; - option clear = SURPLUSGENERICCONSTRAINT ; - -* Clear the pole circular branch flow flag - option clear = circularBranchFlowExist ; - option clear = poleCircularBranchFlowExist ; - option clear = northHVDC ; - option clear = southHVDC ; - option clear = manualBranchSegmentMWFlow ; - option clear = manualLossCalculation ; - option clear = nonPhysicalLossExist ; - option clear = modelSolved ; - option clear = LPmodelSolved ; -* Disconnected bus post-processing - option clear = busGeneration ; - option clear = busLoad ; - option clear = busDisconnected ; - option clear = busPrice ; - - -* End reset - - -* 7b. Initialise current trade period and model data ------------------------- - currTP(tp) $ sequentialSolve = yes; - currTP(tp1) $ (not sequentialSolve) = yes; - -* Update initial MW if run NRSS, PRSS, NRSL, PRSL - generationStart(offer(currTP(tp),o)) - $ (sum[ o1, generationStart(currTP,o1)] = 0) - = sum[ dt $ (ord(dt) = ord(tp)-1), o_offerEnergy_TP(dt,o) ] ; -* Calculation of generation upper limits due to ramp rate limits -* Calculation 5.3.1.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - rampTimeUp(offer(currTP(tp),o)) - $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } - = Min[ i_tradingPeriodLength , ( generationMaximum(offer) - - generationStart(offer) - ) / rampRateUp(offer) - ] ; - -* Calculation 5.3.1.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - generationEndUp(offer(currTP(tp),o)) $ (not hasPrimaryOffer(offer)) - = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; - - -* Calculation of generation lower limits due to ramp rate limits - -* Calculation 5.3.2.2. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - rampTimeDown(offer(currTP(tp),o)) - $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } - = Min[ i_tradingPeriodLength, ( generationStart(offer) - - generationMinimum(offer) - ) / rampRateDown(offer) - ] ; - -* Calculation 5.3.2.3. - For primary-secondary offers, only primary offer -* initial MW and ramp rate is used - Reference: Transpower Market Services - generationEndDown(offer(currTP(tp),o)) $ (not hasPrimaryOffer(offer)) - = Max[ 0, generationStart(offer) - - rampRateDown(offer)*rampTimeDown(offer) ] ; - -* Additional pre-processing on parameters end - - -* 7c. Updating the variable bounds before model solve ------------------------ - -* TN - Pivot or Demand Analysis - revise input data -$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_2.gms" -$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_2.gms" -* TN - Pivot or Demand Analysis - revise input data end - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== - -* Offer blocks - Constraint 3.1.1.1 - GENERATIONBLOCK.up(validGenerationOfferBlock(currTP,o,trdBlk)) - = generationOfferMW(validGenerationOfferBlock) ; - - GENERATIONBLOCK.fx(currTP,o,trdBlk) - $ (not validGenerationOfferBlock(currTP,o,trdBlk)) = 0 ; - -* Constraint 3.1.1.2 - Fix the generation variable for generators -* that are not connected or do not have a non-zero energy offer - GENERATION.fx(offer(currTP,o)) $ (not PositiveEnergyOffer(offer)) = 0 ; - -* Constraint 5.1.1.3 - Set Upper Bound for Wind Offer - Tuong - GENERATION.up(offer(currTP,o)) - $ { windOffer(offer) and priceResponsive(offer) } - = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; - -* Change to demand bid - Constraint 3.1.1.3 and 3.1.1.4 - PURCHASEBLOCK.up(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ (not UseDSBFDemandBidModel) - = purchaseBidMW(validPurchaseBidBlock) ; - - PURCHASEBLOCK.lo(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ (not UseDSBFDemandBidModel) - = 0 ; - - PURCHASEBLOCK.up(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ UseDSBFDemandBidModel - = purchaseBidMW(currTP,bd,trdBlk) $ [purchaseBidMW(currTP,bd,trdBlk)>0]; - - PURCHASEBLOCK.lo(validPurchaseBidBlock(currTP,bd,trdBlk)) - $ UseDSBFDemandBidModel - = purchaseBidMW(currTP,bd,trdBlk) $ [purchaseBidMW(currTP,bd,trdBlk)<0]; - - PURCHASEBLOCK.fx(currTP,bd,trdBlk) - $ (not validPurchaseBidBlock(currTP,bd,trdBlk)) - = 0 ; - -* Fix the purchase variable for purchasers that are not connected -* or do not have a non-zero purchase bid - PURCHASE.fx(currTP,bd) - $ (sum[trdBlk $ validPurchaseBidBlock(currTP,bd,trdBlk), 1] = 0) = 0 ; - -*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== - - -*======= HVDC TRANSMISSION EQUATIONS =========================================== - -* Ensure that variables used to specify flow and losses on HVDC link are -* zero for AC branches and for open HVDC links. - HVDCLINKFLOW.fx(currTP,br) $ (not HVDClink(currTP,br)) = 0 ; - HVDCLINKLOSSES.fx(currTP,br) $ (not HVDClink(currTP,br)) = 0 ; - -* Apply an upper bound on the weighting parameter based on its definition - LAMBDA.up(branch,bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches and for -* invalid loss segments on HVDC links - LAMBDA.fx(HVDClink,bp) - $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; - LAMBDA.fx(currTP,br,bp) $ (not HVDClink(currTP,br)) = 0 ; - -*======= HVDC TRANSMISSION EQUATIONS END ======================================= - - -*======= AC TRANSMISSION EQUATIONS ============================================= - -* Ensure that variables used to specify flow and losses on AC branches are -* zero for HVDC links branches and for open AC branches - ACBRANCHFLOW.fx(currTP,br) $ (not ACbranch(currTP,br)) = 0 ; - ACBRANCHFLOWDIRECTED.fx(currTP,br,fd) $ (not ACbranch(currTP,br)) = 0 ; - ACBRANCHLOSSESDIRECTED.fx(currTP,br,fd) $ (not ACbranch(currTP,br)) = 0 ; - -* Ensure directed block flow and loss block variables are zero for -* non-AC branches and invalid loss segments on AC branches - ACBRANCHFLOWBLOCKDIRECTED.fx(currTP,br,los,fd) - $ { not(ACbranch(currTP,br) and validLossSegment(currTP,br,los,fd)) } = 0 ; - - ACBRANCHLOSSESBLOCKDIRECTED.fx(currTP,br,los,fd) - $ { not(ACbranch(currTP,br) and validLossSegment(currTP,br,los,fd)) } = 0 ; - - -* Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses -* corresponding to the reference nodes and the HVDC nodes are set to zero - ACNODEANGLE.fx(currTP,b) - $ sum[ n $ { NodeBus(currTP,n,b) and - (ReferenceNode(currTP,n) or HVDCnode(currTP,n)) }, 1 ] = 0 ; - -*======= AC TRANSMISSION EQUATIONS END ========================================= - - -*======= RISK & RESERVE EQUATIONS ============================================== - -* Ensure that all the invalid reserve blocks are set to zero for offers and purchasers - RESERVEBLOCK.fx(offer(currTP,o),trdBlk,resC,resT) - $ (not validReserveOfferBlock(offer,trdBlk,resC,resT)) = 0 ; - - PURCHASEILRBLOCK.fx(bid(currTP,bd),trdBlk,resC) - $ (not validPurchaseBidILRBlock(bid,trdBlk,resC)) = 0 ; - -* Reserve block maximum for offers and purchasers - Constraint 3.4.3.2. - RESERVEBLOCK.up(validReserveOfferBlock(currTP,o,trdBlk,resC,resT)) - = reserveOfferMaximum(validReserveOfferBlock) ; - - PURCHASEILRBLOCK.up(validPurchaseBidILRBlock(currTP,bd,trdBlk,resC)) - = purchaseBidILRMW(validPurchaseBidILRBlock) ; - -* Fix the reserve variable for invalid reserve offers. These are offers that -* are either not connected to the grid or have no reserve quantity offered. - RESERVE.fx(currTP,o,resC,resT) - $ (not sum[ trdBlk $ validReserveOfferBlock(currTP,o,trdBlk,resC,resT), 1 ] ) = 0 ; - -* Fix the purchase ILR variable for invalid purchase reserve offers. These are -* offers that are either not connected to the grid or have no reserve quantity offered. - PURCHASEILR.fx(currTP,bd,resC) - $ (not sum[ trdBlk $ validPurchaseBidILRBlock(currTP,bd,trdBlk,resC), 1 ] ) = 0 ; - -* Risk offset fixed to zero for those not mapped to corresponding mixed constraint variable - RISKOFFSET.fx(currTP,ild,resC,riskC) - $ { useMixedConstraintRiskOffset and useMixedConstraint(currTP) and - (not sum[ t1MixCstr $ Type1MixCstrReserveMap(t1MixCstr,ild,resC,riskC),1]) - } = 0 ; - -* Fix the appropriate deficit variable to zero depending on -* whether the different CE and ECE CVP flag is set - DEFICITRESERVE.fx(currTP,ild,resC) $ diffCeECeCVP = 0 ; - DEFICITRESERVE_CE.fx(currTP,ild,resC) $ (not diffCeECeCVP) = 0 ; - DEFICITRESERVE_ECE.fx(currTP,ild,resC) $ (not diffCeECeCVP) = 0 ; - -* Virtual reserve - VIRTUALRESERVE.up(currTP,ild,resC) = virtualReserveMax(currTP,ild,resC) ; - -* TN - The code below is used to set bus deficit generation <= total bus load (positive) -$ontext - DEFICITBUSGENERATION.up(currTP,b) - $ ( sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] > 0 ) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] ; - DEFICITBUSGENERATION.fx(currTP,b) - $ ( sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] <= 0 ) - = 0 ; -$offtext -* NMIR project variables - HVDCSENT.fx(currTP,ild) $ (HVDCCapacity(currTP,ild) = 0) = 0 ; - HVDCSENTLOSS.fx(currTP,ild) $ (HVDCCapacity(currTP,ild) = 0) = 0 ; - -* (3.4.2.3) - SPD version 11.0 - SHAREDNFR.up(currTP,ild) = Max[0,sharedNFRMax(currTP,ild)] ; - -* No forward reserve sharing if HVDC capacity is zero - RESERVESHARESENT.fx(currTP,ild,resC,rd) - $ { (HVDCCapacity(currTP,ild) = 0) and (ord(rd) = 1) } = 0 ; - -* No forward reserve sharing if reserve sharing is disabled - RESERVESHARESENT.fx(currTP,ild,resC,rd) - $ (reserveShareEnabled(currTP,resC)=0) = 0; - -* No reserve sharing to cover HVDC risk - RESERVESHAREEFFECTIVE.fx(currTP,ild,resC,HVDCrisk) = 0; - RESERVESHAREEFFECTIVE.fx(currTP,ild,resC,HVDCsecRisk) = 0; - -* (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled - INZONE.fx(currTP,ild,resC,z) - $ {(ord(z) = 1) and (not reserveRoundPower(currTP,resC))} = 0; - -* (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled - INZONE.fx(currTP,ild,resC,z) - $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(currTP,resC)} = 0; - -* Fixing Lambda integer variable for energy sent - LAMBDAHVDCENERGY.fx(currTP,ild,bp) $ { (HVDCCapacity(currTP,ild) = 0) - and (ord(bp) = 1) } = 1 ; - - LAMBDAHVDCENERGY.fx(currTP,ild,bp) $ (ord(bp) > 7) = 0 ; - -* To be reviewed NMIR - LAMBDAHVDCRESERVE.fx(currTP,ild,resC,rd,rsbp) - $ { (HVDCCapacity(currTP,ild) = 0) - and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; - - LAMBDAHVDCRESERVE.fx(currTP,ild1,resC,rd,rsbp) - $ { (sum[ ild $ (not sameas(ild,ild1)), HVDCCapacity(currTP,ild) ] = 0) - and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; -; - - -*======= RISK & RESERVE EQUATIONS END ========================================== - - -*======= MIXED CONSTRAINTS ===================================================== - -* Mixed constraint - MIXEDCONSTRAINTVARIABLE.fx(currTP,t1MixCstr) - $ (not i_type1MixedConstraintVarWeight(t1MixCstr)) = 0 ; - -*======= MIXED CONSTRAINTS END ================================================= - -* Updating the variable bounds before model solve end - - -* 7d. Solve Models -* Solve the LP model --------------------------------------------------------- - if( (Sum[currTP, VSPDModel(currTP)] = 0), - - if( UseShareReserve, - option bratio = 1 ; - vSPD_NMIR.Optfile = 1 ; - vSPD_NMIR.optcr = MIPOptimality ; - vSPD_NMIR.reslim = MIPTimeLimit ; - vSPD_NMIR.iterlim = MIPIterationLimit ; - solve vSPD_NMIR using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) - or (vSPD_NMIR.modelstat = 8) ) - and ( vSPD_NMIR.solvestat = 1 ) } ; - else - option bratio = 1 ; - vSPD.reslim = LPTimeLimit ; - vSPD.iterlim = LPIterationLimit ; - solve vSPD using lp maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; - ) - -* Post a progress message to the console and for use by EMI. - if((ModelSolved = 1) and (sequentialSolve = 0), - putclose runlog 'The case: %vSPDinputData% ' - 'is 1st solved successfully.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violation Cost : ' - TOTALPENALTYCOST.l:<12:1 / - elseif((ModelSolved = 0) and (sequentialSolve = 0)), - putclose runlog 'The case: %vSPDinputData% ' - 'is 1st solved unsuccessfully.'/ - ) ; - - if((ModelSolved = 1) and (sequentialSolve = 1), - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved successfully.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - elseif((ModelSolved = 0) and (sequentialSolve = 1)), - loop(currTP, - unsolvedPeriod(currTP) = no; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved unsuccessfully.'/ - ) ; - - ) ; -* Solve the LP model end ----------------------------------------------------- - - -* Solve the VSPD_MIP model --------------------------------------------------- - elseif (Sum[currTP, VSPDModel(currTP)] = 1), -* Fix the values of the integer variables that are not needed - ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(currTP,br),fd) - $ { (not ACbranch(currTP,br)) or (not LossBranch(branch)) } = 0 ; - -* Fix the integer AC branch flow variable to zero for invalid branches - ACBRANCHFLOWDIRECTED_INTEGER.fx(currTP,br,fd) - $ (not branch(currTP,br)) = 0 ; - -* Apply an upper bound on the integer weighting parameter - LAMBDAINTEGER.up(branch(currTP,br),bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches -* and for invalid loss segments on HVDC links - LAMBDAINTEGER.fx(branch(currTP,br),bp) - $ { ACbranch(branch) - or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) - } = 0 ; - -* Fix the lambda integer variable to zero for invalid branches - LAMBDAINTEGER.fx(currTP,br,bp) $ (not branch(currTP,br)) = 0 ; - -* Fix the value of some binary variables used in the mixed constraints -* that have no alternate limit - MIXEDCONSTRAINTLIMIT2SELECT.fx(Type1MixedConstraint(currTP,t1MixCstr)) - $ (not Type1MixedConstraintCondition(Type1MixedConstraint)) = 0 ; - - option bratio = 1 ; - vSPD_MIP.Optfile = 1 ; - vSPD_MIP.optcr = MIPOptimality ; - vSPD_MIP.reslim = MIPTimeLimit ; - vSPD_MIP.iterlim = MIPIterationLimit ; - solve vSPD_MIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ (vSPD_MIP.modelstat = 1) or - (vSPD_MIP.modelstat = 8) - ] - and - [ vSPD_MIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - loop(currTP, - unsolvedPeriod(currTP) = no; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved successfully for FULL integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 4; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved unsuccessfully for FULL integer.'/ - ) ; - ) ; -* Solve the vSPD_MIP model end ----------------------------------------------- - - -* Solve the vSPD_BranchFlowMIP ----------------------------------------------- - elseif (Sum[currTP, VSPDModel(currTP)] = 2), -* Fix the values of these integer variables that are not needed - ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(currTP,br),fd) - $ { (not ACbranch(currTP,br)) or (not LossBranch(branch)) } = 0 ; - -* Fix the integer AC branch flow variable to zero for invalid branches - ACBRANCHFLOWDIRECTED_INTEGER.fx(currTP,br,fd) - $ (not branch(currTP,br)) = 0 ; - -* Apply an upper bound on the integer weighting parameter - LAMBDAINTEGER.up(branch(currTP,br),bp) = 1 ; - -* Ensure that the weighting factor value is zero for AC branches -* and for invalid loss segments on HVDC links - LAMBDAINTEGER.fx(branch(currTP,br),bp) - $ { ACbranch(branch) - or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) - } = 0 ; - -* Fix the lambda integer variable to zero for invalid branches - LAMBDAINTEGER.fx(currTP,br,bp) $ (not branch(currTP,br)) = 0 ; - - option bratio = 1 ; - vSPD_BranchFlowMIP.Optfile = 1 ; - vSPD_BranchFlowMIP.optcr = MIPOptimality ; - vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; - vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; - solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or - (vSPD_BranchFlowMIP.modelstat = 8) - ] - and - [ vSPD_BranchFlowMIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - -* TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve - vSPD_SOS1_Solve(currTP) = yes; - - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved successfully for branch integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 4; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved unsuccessfully for branch integer.'/ - ) ; - ) ; -* Solve the vSPD_BranchFlowMIP model end ------------------------------------- - - -* Solve the vSPD_MixedConstraintMIP model ------------------------------------ - elseif (Sum[currTP, VSPDModel(currTP)] = 3), -* Fix the value of some binary variables used in the mixed constraints -* that have no alternate limit - MIXEDCONSTRAINTLIMIT2SELECT.fx(Type1MixedConstraint(currTP,t1MixCstr)) - $ (not Type1MixedConstraintCondition(Type1MixedConstraint)) = 0 ; - -* Use the advanced basis here - option bratio = 0.25 ; - vSPD_MixedConstraintMIP.Optfile = 1 ; -* Set the optimality criteria for the MIP - vSPD_MixedConstraintMIP.optcr = MIPOptimality ; - vSPD_MixedConstraintMIP.reslim = MIPTimeLimit ; - vSPD_MixedConstraintMIP.iterlim = MIPIterationLimit ; -* Solve the model - solve vSPD_MixedConstraintMIP using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { [ (vSPD_MixedConstraintMIP.modelstat = 1) or - (vSPD_MixedConstraintMIP.modelstat = 8) - ] - and - [ vSPD_MixedConstraintMIP.solvestat = 1 ] - } ; - -* Post a progress message for use by EMI. - if(ModelSolved = 1, - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved successfully for ' - 'mixed constraint integer.'/ - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - ) ; - else - loop(currTP, - unsolvedPeriod(currTP) = yes; - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ') ' - 'is 1st solved unsuccessfully for ' - 'mixed constraint integer.'/ - ) ; - ) ; -* Solve the vSPD_MixedConstraintMIP model end -------------------------------- - - -* Solve the LP model and stop ------------------------------------------------ - elseif (Sum[currTP, VSPDModel(currTP)] = 4), - - if( UseShareReserve, - option bratio = 1 ; - vSPD_NMIR.Optfile = 1 ; - vSPD_NMIR.optcr = MIPOptimality ; - vSPD_NMIR.reslim = MIPTimeLimit ; - vSPD_NMIR.iterlim = MIPIterationLimit ; - solve vSPD_NMIR using mip maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) - or (vSPD_NMIR.modelstat = 8) ) - and ( vSPD_NMIR.solvestat = 1 ) } ; - else - option bratio = 1 ; - vSPD.reslim = LPTimeLimit ; - vSPD.iterlim = LPIterationLimit ; - solve vSPD using lp maximizing NETBENEFIT ; -* Set the model solve status - ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; - ) - -* Post a progress message for use by EMI. - if( ModelSolved = 1, - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl ')' - ' integer resolve was unsuccessful.' / - 'Reverting back to linear solve and ' - 'solve successfully. ' / - 'Objective function value: ' - NETBENEFIT.l:<12:1 / - 'Violations cost : ' - TOTALPENALTYCOST.l:<12:1 / - 'Solution may have circulating flows ' - 'and/or non-physical losses.' / - ) ; - else - loop(currTP, - putclose runlog 'The case: %vSPDinputData% (' currTP.tl - ') integer solve was unsuccessful. ' - 'Reverting back to linear solve. ' - 'Linear solve unsuccessful.' / - ) ; - ) ; - - unsolvedPeriod(currTP) = no; - -* Solve the LP model and stop end -------------------------------------------- - - ) ; -* Solve the models end - - - -* 6e. Check if the LP results are valid -------------------------------------- - if((ModelSolved = 1), - useBranchFlowMIP(currTP) = 0 ; - useMixedConstraintMIP(currTP) = 0 ; -* Check if there is no branch circular flow and non-physical losses - Loop( currTP $ { (VSPDModel(currTP)=0) or (VSPDModel(currTP)=3) } , - -* Check if there are circulating branch flows on loss AC branches - circularBranchFlowExist(ACbranch(currTP,br)) - $ { LossBranch(ACbranch) and - [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] - - abs(ACBRANCHFLOW.l(ACbranch)) - ) > circularBranchFlowTolerance - ] - } = 1 ; - -* Determine the circular branch flow flag on each HVDC pole - TotalHVDCpoleFlow(currTP,pole) - = sum[ br $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW.l(currTP,br) ] ; - - MaxHVDCpoleFlow(currTP,pole) - = smax[ br $ HVDCpoleBranchMap(pole,br) - , HVDCLINKFLOW.l(currTP,br) ] ; - - poleCircularBranchFlowExist(currTP,pole) - $ { ( TotalHVDCpoleFlow(currTP,pole) - - MaxHVDCpoleFlow(currTP,pole) - ) > circularBranchFlowTolerance - } = 1 ; - -* Check if there are circulating branch flows on HVDC - NorthHVDC(currTP) - = sum[ (ild,b,br) $ { (ord(ild) = 2) and - i_tradePeriodBusIsland(currTP,b,ild) and - HVDClinkSendingBus(currTP,br,b) and - HVDCpoles(currTP,br) - }, HVDCLINKFLOW.l(currTP,br) - ] ; - - SouthHVDC(currTP) - = sum[ (ild,b,br) $ { (ord(ild) = 1) and - i_tradePeriodBusIsland(currTP,b,ild) and - HVDClinkSendingBus(currTP,br,b) and - HVDCpoles(currTP,br) - }, HVDCLINKFLOW.l(currTP,br) - ] ; - - circularBranchFlowExist(currTP,br) - $ { HVDCpoles(currTP,br) and LossBranch(currTP,br) and - (NorthHVDC(currTP) > circularBranchFlowTolerance) and - (SouthHVDC(currTP) > circularBranchFlowTolerance) - } = 1 ; - -* Check if there are non-physical losses on HVDC links - ManualBranchSegmentMWFlow(LossBranch(HVDClink(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(HVDClink) ) - and validLossSegment(currTP,br,los,fd) } - = Min[ Max( 0, - [ abs(HVDCLINKFLOW.l(HVDClink)) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(HVDClink,los,fd) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualLossCalculation(LossBranch(HVDClink(currTP,br))) - = sum[ (los,fd) $ validLossSegment(currTP,br,los,fd) - , LossSegmentFactor(HVDClink,los,fd) - * ManualBranchSegmentMWFlow(HVDClink,los,fd) - ] ; - - NonPhysicalLossExist(LossBranch(HVDClink(currTP,br))) - $ { abs( HVDCLINKLOSSES.l(HVDClink) - - ManualLossCalculation(HVDClink) - ) > NonPhysicalLossTolerance - } = 1 ; - -* Set UseBranchFlowMIP = 1 if the number of circular branch flow -* and non-physical loss branches exceeds the specified tolerance - useBranchFlowMIP(currTP) - $ { ( sum[ br $ { ACbranch(currTP,br) and LossBranch(currTP,br) } - , resolveCircularBranchFlows - * circularBranchFlowExist(currTP,br) - ] - + sum[ br $ { HVDClink(currTP,br) and LossBranch(currTP,br) } - , (1 - AllowHVDCroundpower(currTP)) - * resolveCircularBranchFlows - * circularBranchFlowExist(currTP,br) - + resolveHVDCnonPhysicalLosses - * NonPhysicalLossExist(currTP,br) - ] - + sum[ pole, resolveCircularBranchFlows - * poleCircularBranchFlowExist(currTP,pole) - ] - ) > UseBranchFlowMIPTolerance - } = 1 ; - -* Check if there is no branch circular flow and non-physical losses end - ); - - -* Check if there is mixed constraint integer is required - Loop( currTP $ { (VSPDModel(currTP)=0) or (VSPDModel(currTP)=2) } , - -* Check if integer variables are needed for mixed constraint - if( useMixedConstraintRiskOffset, - HVDChalfPoleSouthFlow(currTP) - $ { sum[ i_type1MixedConstraintBranchCondition(t1MixCstr,br) - $ HVDChalfPoles(currTP,br), HVDCLINKFLOW.l(currTP,br) - ] > MixedMIPTolerance - } = 1 ; - -* Only calculate violation if the constraint limit is non-zero - Type1MixedConstraintLimit2Violation(Type1MixedConstraintCondition) - $ (Type1MixedConstraintLimit2(Type1MixedConstraintCondition) > 0) - = [ Type1MixedConstraintLE.l(Type1MixedConstraintCondition) - - Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = -1) - + [ Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - - Type1MixedConstraintGE.l(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = 1) - + abs[ Type1MixedConstraintEQ.l(Type1MixedConstraintCondition) - - Type1MixedConstraintLimit2(Type1MixedConstraintCondition) - ] $ (Type1MixedConstraintSense(Type1MixedConstraintCondition) = 0) ; - -* Integer constraints are needed if southward flow on half-poles AND -* constraint level exceeds the mixed constraint limit2 value - useMixedConstraintMIP(currTP) - $ { HVDChalfPoleSouthFlow(currTP) and - sum[ t1MixCstr - $ { Type1MixedConstraintLimit2Violation(currTP,t1MixCstr) - > MixedMIPTolerance }, 1 - ] - } = 1 ; - ) ; - -* Check if there is mixed constraint integer is required end - ); - -* A period is unsolved if MILP model is required - unsolvedPeriod(currTP) = yes $ [ UseBranchFlowMIP(currTP) - + UseMixedConstraintMIP(currTP) - ] ; - -* Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. - loop( unsolvedPeriod(currTP), - if( UseBranchFlowMIP(currTP)*UseMixedConstraintMIP(currTP) >= 1, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - - elseif UseBranchFlowMIP(currTP) >= 1, - if( VSPDModel(currTP) = 0, - VSPDModel(currTP) = 2; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'vSPD_BranchFlowMIP resolve for period ' - currTP.tl '. Switching Vectorisation OFF.'/ - elseif VSPDModel(currTP) = 3, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - ); - - elseif UseMixedConstraintMIP(currTP) >= 1, - if( VSPDModel(currTP) = 0, - VSPDModel(currTP) = 3; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'vSPD_MixedConstraintMIP resolve for period ' - currTP.tl '. Switching Vectorisation OFF.' / - elseif VSPDModel(currTP) = 2, - VSPDModel(currTP) = 1; - putclose runlog 'The case: %vSPDinputData% requires a ' - 'VSPD_MIP resolve for period ' currTP.tl - '. Switching Vectorisation OFF.' / - ); - - ) ; - - ) ; - - sequentialSolve $ Sum[ unsolvedPeriod(currTP), 1 ] = 1 ; - exitLoop = 1 $ Sum[ unsolvedPeriod(currTP), 1 ]; - -* Check if the LP results are valid end - ) ; - - - -* 6f. Check for disconnected nodes and adjust prices accordingly ------------- - -* See Rule Change Proposal August 2008 - Disconnected nodes available at -* www.systemoperator.co.nz/reports-papers -$ontext - Disconnected nodes are defined as follows: - Pre-MSP: Have no generation or load, are disconnected from the network - and has a price = CVP. - Post-MSP: Indication to SPD whether a bus is dead or not. - Dead buses are not processed by the SPD solved - Disconnected nodes' prices set by the post-process with the following rules: - Scenario A/B/D: Price for buses in live electrical island determined - by the solved - Scenario C/F/G/H/I: Buses in the dead electrical island with: - a. Null/zero load: Marked as disconnected with $0 price. - b. Positive load: Price = CVP for deficit generation - c. Negative load: Price = -CVP for surplus generation - Scenario E: Price for bus in live electrical island with zero load needs to - be adjusted since actually is disconnected. - - The Post-MSP implementation imply a mapping of a bus to an electrical island - and an indication of whether this electrical island is live of dead. - The correction of the prices is performed by SPD. - - Update the disconnected nodes logic to use the time-stamped - i_useBusNetworkModel flag. This allows disconnected nodes logic to work - with both pre and post-MSP data structure in the same gdx file -$offtext - - busGeneration(bus(currTP,b)) - = sum[ (o,n) $ { offerNode(currTP,o,n) and NodeBus(currTP,n,b) } - , NodeBusAllocationFactor(currTP,n,b) * GENERATION.l(currTP,o) - ] ; - - busLoad(bus(currTP,b)) - = sum[ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * NodeDemand(currTP,n) - ] ; - - busPrice(bus(currTP,b)) $ { not sum[ NodeBus(HVDCnode(currTP,n),b), 1 ] } - = ACnodeNetInjectionDefinition2.m(currTP,b) ; - - busPrice(bus(currTP,b)) $ sum[ NodeBus(HVDCnode(currTP,n),b), 1 ] - = DCNodeNetInjection.m(currTP,b) ; - - if((disconnectedNodePriceCorrection = 1), -* Pre-MSP case - busDisconnected(bus(currTP,b)) $ (i_useBusNetworkModel(currTP) = 0) - = 1 $ { (busGeneration(bus) = 0) and (busLoad(bus) = 0) and - ( not sum[ br $ { branchBusConnect(currTP,br,b) and - branch(currTP,br) - }, 1 ] - ) - } ; - -* Post-MSP cases -* Scenario C/F/G/H/I: - busDisconnected(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) - and (busLoad(bus) = 0) - and (busElectricalIsland(bus) = 0) - } = 1 ; -* Scenario E: - busDisconnected(bus(currTP,b)) - $ { ( sum[ b1 $ { busElectricalIsland(currTP,b1) - = busElectricalIsland(bus) } - , busLoad(currTP,b1) ] = 0 - ) and - ( busElectricalIsland(bus) > 0 ) and - ( i_useBusNetworkModel(currTP) = 1 ) - } = 1 ; -* Set prices at dead buses with non-zero load - busPrice(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) and - (busLoad(bus) > 0) and - (busElectricalIsland(bus)= 0) - } = DeficitBusGenerationPenalty ; - - busPrice(bus(currTP,b)) $ { (i_useBusNetworkModel(currTP) = 1) and - (busLoad(bus) < 0) and - (busElectricalIsland(bus)= 0) - } = -SurplusBusGenerationPenalty ; - -* Set price at identified disconnected buses to 0 - busPrice(bus)$busDisconnected(bus) = 0 ; - ) ; - -* End Check for disconnected nodes and adjust prices accordingly - -* TN - Replacing invalid prices after SOS1 -* 6f0. Replacing invalid prices after SOS1 (6.1.3)---------------------------- - if ( vSPD_SOS1_Solve(tp), - busSOSinvalid(tp,b) - = 1 $ { [ ( busPrice(tp,b) = 0 ) - or ( busPrice(tp,b) > 0.9 * deficitBusGenerationPenalty ) - or ( busPrice(tp,b) < -0.9 * surplusBusGenerationPenalty ) - ] - and bus(tp,b) - and [ not busDisconnected(tp,b) ] -* and [ busLoad(tp,b) = 0 ] -* and [ busGeneration(tp,b) = 0 ] - and [ busLoad(tp,b) = busGeneration(tp,b) ] - and [ sum[(br,fd) - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , ACBRANCHFLOWDIRECTED.l(tp,br,fd) - ] = 0 - ] - and [ sum[ br - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , 1 - ] > 0 - ] - }; - numberofbusSOSinvalid(tp) = 2*sum[b, busSOSinvalid(tp,b)]; - While ( sum[b, busSOSinvalid(tp,b)] < numberofbusSOSinvalid(tp) , - numberofbusSOSinvalid(tp) = sum[b, busSOSinvalid(tp,b)]; - busPrice(tp,b) - $ { busSOSinvalid(tp,b) - and ( sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 - ] - }, 1 - ] > 0 - ) - } - = sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 ] - }, busPrice(tp,b1) - ] - / sum[ b1 $ { [ not busSOSinvalid(tp,b1) ] - and sum[ br $ { branch(tp,br) - and BranchBusConnect(tp,br,b) - and BranchBusConnect(tp,br,b1) - }, 1 ] - }, 1 - ]; - - busSOSinvalid(tp,b) - = 1 $ { [ ( busPrice(tp,b) = 0 ) - or ( busPrice(tp,b) > 0.9 * deficitBusGenerationPenalty ) - or ( busPrice(tp,b) < -0.9 * surplusBusGenerationPenalty ) - ] - and bus(tp,b) - and [ not busDisconnected(tp,b) ] -* and [ busLoad(tp,b) = 0 ] -* and [ busGeneration(tp,b) = 0 ] - and [ busLoad(tp,b) = busGeneration(tp,b) ] - and [ sum[(br,fd) - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , ACBRANCHFLOWDIRECTED.l(tp,br,fd) - ] = 0 - ] - and [ sum[ br - $ { BranchBusConnect(tp,br,b) and branch(tp,br) } - , 1 - ] > 0 - ] - }; - ); - ); -* End Replacing invalid prices after SOS1 (6.1.3) ---------------------------- - - -* 6g. Collect and store results of solved periods into output parameters ----- -* Note: all the price relating outputs such as costs and revenues are calculated in section 7.b - -$iftheni.PeriodReport %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3.gms" -$elseifi.PeriodReport %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_3.gms" -$elseifi.PeriodReport %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_3.gms" -$elseifi.PeriodReport %opMode%=='DPS' $include "Demand\vSPDSolveDPS_3.gms" - -$else.PeriodReport -* Normal vSPD run post processing for reporting -$onend - Loop i_dateTimeTradePeriodMap(dt,currTP) $ (not unsolvedPeriod(currTP)) do -* Reporting at trading period start -* Node level output - o_node(dt,n) $ {Node(currTP,n) and (not HVDCnode(currTP,n))} = yes ; - - o_nodeGeneration_TP(dt,n) $ Node(currTP,n) - = sum[ o $ offerNode(currTP,o,n), GENERATION.l(currTP,o) ] ; - - o_nodeLoad_TP(dt,n) $ Node(currTP,n) - = NodeDemand(currTP,n) - + Sum[ bd $ bidNode(currTP,bd,n), PURCHASE.l(currTP,bd) ]; - - o_nodePrice_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b) - , NodeBusAllocationFactor(currTP,n,b) * busPrice(currTP,b) - ] ; - -* Offer output - o_offer(dt,o) $ offer(currTP,o) = yes ; - - o_offerEnergy_TP(dt,o) $ offer(currTP,o) = GENERATION.l(currTP,o) ; - - o_offerFIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,resT)$(ord(resC) = 1) - , RESERVE.l(currTP,o,resC,resT) ] ; - - o_offerSIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,resT)$(ord(resC) = 2) - , RESERVE.l(currTP,o,resC,resT) ] ; - -* Bus level output - o_bus(dt,b) $ { bus(currTP,b) and (not DCBus(currTP,b)) } = yes ; - - o_busGeneration_TP(dt,b) $ bus(currTP,b) = busGeneration(currTP,b) ; - - o_busLoad_TP(dt,b) $ bus(currTP,b) - = busLoad(currTP,b) - + Sum[ (bd,n) $ { bidNode(currTP,bd,n) and NodeBus(currTP,n,b) } - , PURCHASE.l(currTP,bd) ]; - - o_busPrice_TP(dt,b) $ bus(currTP,b) = busPrice(currTP,b) ; - - o_busDeficit_TP(dt,b)$bus(currTP,b) = DEFICITBUSGENERATION.l(currTP,b) ; - - o_busSurplus_TP(dt,b)$bus(currTP,b) = SURPLUSBUSGENERATION.l(currTP,b) ; - -* Node level output - - totalBusAllocation(dt,b) $ bus(currTP,b) - = sum[ n $ Node(currTP,n), NodeBusAllocationFactor(currTP,n,b)]; - - busNodeAllocationFactor(dt,b,n) $ (totalBusAllocation(dt,b) > 0) - = NodeBusAllocationFactor(currTP,n,b) / totalBusAllocation(dt,b) ; - -* TN - post processing unmapped generation deficit buses start -$ontext -The following code is added post-process generation deficit bus that is not -mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a -deficit is detected at a bus that does not map directly to a pnode, SPD creates -a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a -pnode. The price at the deficit bus is assigned directly to the pnode, -overwriting any weighted price that post-processing originally calculated for -the pnode. This is based on email from Nic Deller -on 25 Feb 2015. -The code is modified again on 16 Feb 2016 to avoid infinite loop when there are -many generation deficit buses. -This code is used to post-process generation deficit bus that is not mapped to -$offtext - unmappedDeficitBus(dt,b) $ o_busDeficit_TP(dt,b) - = yes $ (Sum[ n, busNodeAllocationFactor(dt,b,n)] = 0); - - changedDeficitBus(dt,b) = no; - - If Sum[b $ unmappedDeficitBus(dt,b), 1] then - - temp_busDeficit_TP(dt,b) = o_busDeficit_TP(dt,b); - - Loop b $ unmappedDeficitBus(dt,b) do - o_busDeficit_TP(dt,b1) - $ { Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] - } = o_busDeficit_TP(dt,b1) + o_busDeficit_TP(dt,b) ; - - changedDeficitBus(dt,b1) - $ Sum[ br $ { ( branchLossBlocks(tp,br)=0 ) - and ( branchBusDefn(tp,br,b1,b) - or branchBusDefn(tp,br,b,b1) ) - }, 1 ] = yes; - - unmappedDeficitBus(dt,b) = no; - changedDeficitBus(dt,b) = no; - o_busDeficit_TP(dt,b) = 0; - EndLoop; - - Loop n $ sum[ b $ changedDeficitBus(dt,b) - , busNodeAllocationFactor(dt,b,n)] do - o_nodePrice_TP(dt,n) = deficitBusGenerationPenalty ; - o_nodeDeficit_TP(dt,n) = sum[ b $ busNodeAllocationFactor(dt,b,n), - busNodeAllocationFactor(dt,b,n) - * o_busDeficit_TP(dt,b) ] ; - EndLoop; - - o_busDeficit_TP(dt,b) = temp_busDeficit_TP(dt,b); - Endif; -* TN - post processing unmapped generation deficit buses end - - o_nodeDeficit_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b), busNodeAllocationFactor(dt,b,n) - * DEFICITBUSGENERATION.l(currTP,b) ] ; - - o_nodeSurplus_TP(dt,n) $ Node(currTP,n) - = sum[ b $ NodeBus(currTP,n,b), busNodeAllocationFactor(dt,b,n) - * SURPLUSBUSGENERATION.l(currTP,b) ] ; - -* branch output - o_branch(dt,br) $ branch(currTP,br) = yes ; - - o_branchFlow_TP(dt,br) $ ACbranch(currTP,br) = ACBRANCHFLOW.l(currTP,br); - - o_branchFlow_TP(dt,br) $ HVDClink(currTP,br) = HVDCLINKFLOW.l(currTP,br); - - o_branchDynamicLoss_TP(dt,br) $ ACbranch(currTP,br) - = sum[ fd, ACBRANCHLOSSESDIRECTED.l(currTP,br,fd) ] ; - - o_branchDynamicLoss_TP(dt,br) $ HVDClink(currTP,br) - = HVDCLINKLOSSES.l(currTP,br) ; - - o_branchFixedLoss_TP(dt,br) $ branch(currTP,br) - = branchFixedLoss(currTP,br) ; - - o_branchTotalLoss_TP(dt,br) $ branch(currTP,br) - = o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br) ; - - o_branchFromBus_TP(dt,br,frB) - $ { branch(currTP,br) and - sum[ toB $ branchBusDefn(currTP,br,frB,toB), 1 ] - } = yes ; - - o_branchToBus_TP(dt,br,toB) - $ { branch(currTP,br) and - sum[ frB $ branchBusDefn(currTP,br,frB,toB), 1 ] - } = yes ; - - o_branchMarginalPrice_TP(dt,br) $ ACbranch(currTP,br) - = sum[ fd, ACbranchMaximumFlow.m(currTP,br,fd) ] ; - - o_branchMarginalPrice_TP(dt,br) $ HVDClink(currTP,br) - = HVDClinkMaximumFlow.m(currTP,br) ; - - o_branchCapacity_TP(dt,br) $ branch(currTP,br) - = sum[ fd $ ( ord(fd) = 1 ) - , i_tradePeriodBranchCapacityDirected(currTP,br,fd) - ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum[ fd $ ( ord(fd) = 2 ) - , i_tradePeriodBranchCapacityDirected(currTP,br,fd) - ] $ { o_branchFlow_TP(dt,br) < 0 } ; - - -* Offer output - o_offerEnergyBlock_TP(dt,o,trdBlk) - = GENERATIONBLOCK.l(currTP,o,trdBlk); - - o_offerFIRBlock_TP(dt,o,trdBlk,resT) - = sum[ resC $ (ord(resC) = 1) - , RESERVEBLOCK.l(currTP,o,trdBlk,resC,resT)]; - - o_offerSIRBlock_TP(dt,o,trdBlk,resT) - = sum[ resC $ (ord(resC) = 2) - , RESERVEBLOCK.l(currTP,o,trdBlk,resC,resT)]; - -* bid output - o_bid(dt,bd) $ bid(currTP,bd) = yes ; - - o_bidEnergy_TP(dt,bd) $ bid(currTP,bd) = PURCHASE.l(currTP,bd) ; - - o_bidFIR_TP(dt,bd) $ bid(currTP,bd) - = sum[ resC $ (ord(resC) = 1) - , PURCHASEILR.l(currTP,bd,resC) ] ; - - o_bidSIR_TP(dt,bd) $ bid(currTP,bd) - = sum[ resC $ (ord(resC) = 2) - , PURCHASEILR.l(currTP,bd,resC) ] ; - - o_bidTotalMW_TP(dt,bd) $ bid(currTP,bd) - = sum[ trdBlk, purchaseBidMW(currTP,bd,trdBlk) ] ; - -* Violation reporting based on the CE and ECE - o_ResViolation_TP(dt,ild,resC) - = DEFICITRESERVE.l(currTP,ild,resC) $ (not diffCeECeCVP) - + DEFICITRESERVE_CE.l(currTP,ild,resC) $ (diffCeECeCVP) - + DEFICITRESERVE_ECE.l(currTP,ild,resC) $ (diffCeECeCVP) ; - - o_FIRviolation_TP(dt,ild) - = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(dt,ild,resC) ] ; - - o_SIRviolation_TP(dt,ild) - = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(dt,ild,resC) ] ; - -* Security constraint data - o_brConstraint_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) = yes ; - - o_brConstraintSense_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = branchConstraintSense(currTP,brCstr) ; - - o_brConstraintLHS_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = [ branchSecurityConstraintLE.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = -1) ] - + [ branchSecurityConstraintGE.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 1) ] - + [ branchSecurityConstraintEQ.l(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 0) ] ; - - o_brConstraintRHS_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = branchConstraintLimit(currTP,brCstr) ; - - o_brConstraintPrice_TP(dt,brCstr) $ branchConstraint(currTP,brCstr) - = [ branchSecurityConstraintLE.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = -1) ] - + [ branchSecurityConstraintGE.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 1) ] - + [ branchSecurityConstraintEQ.m(currTP,brCstr) - $ (branchConstraintSense(currTP,brCstr) = 0) ] ; - -* Mnode constraint data - o_MnodeConstraint_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) = yes ; - - o_MnodeConstraintSense_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = MnodeConstraintSense(currTP,MnodeCstr) ; - - o_MnodeConstraintLHS_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = [ MnodeSecurityConstraintLE.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = -1) ] - + [ MnodeSecurityConstraintGE.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 1) ] - + [ MnodeSecurityConstraintEQ.l(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 0) ] ; - - o_MnodeConstraintRHS_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = MnodeConstraintLimit(currTP,MnodeCstr) ; - - o_MnodeConstraintPrice_TP(dt,MnodeCstr) - $ MnodeConstraint(currTP,MnodeCstr) - = [ MnodeSecurityConstraintLE.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = -1) ] - + [ MnodeSecurityConstraintGE.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 1) ] - + [ MnodeSecurityConstraintEQ.m(currTP,MnodeCstr) - $ (MnodeConstraintSense(currTP,MnodeCstr) = 0) ] ; - -* Island output - o_island(dt,ild) = yes ; - - o_ResPrice_TP(dt,ild,resC)= IslandReserveCalculation.m(currTP,ild,resC); - - o_FIRprice_TP(dt,ild) = sum[ resC $ (ord(resC) = 1) - , o_ResPrice_TP(dt,ild,resC) ]; - - o_SIRprice_TP(dt,ild) = sum[ resC $ (ord(resC) = 2) - , o_ResPrice_TP(dt,ild,resC) ]; - - o_islandGen_TP(dt,ild) - = sum[ b $ busIsland(currTP,b,ild), busGeneration(currTP,b) ] ; - - o_islandClrBid_TP(dt,ild) - = sum[ bd $ bidIsland(currTP,bd,ild), PURCHASE.l(currTP,bd) ] ; - - o_islandLoad_TP(dt,ild) - = sum[ b $ busIsland(currTP,b,ild), busLoad(currTP,b) ] - + o_islandClrBid_TP(dt,ild) ; - - o_ResCleared_TP(dt,ild,resC) = ISLANDRESERVE.l(currTP,ild,resC); - - o_FirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 1) - , o_ResCleared_TP(dt,ild,resC) ]; - - o_SirCleared_TP(dt,ild) = Sum[ resC $ (ord(resC) = 2) - , o_ResCleared_TP(dt,ild,resC) ]; - - o_islandBranchLoss_TP(dt,ild) - = sum[ (br,frB,toB) - $ { ACbranch(currTP,br) and busIsland(currTP,toB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, o_branchTotalLoss_TP(dt,br) ] ; - - o_HVDCflow_TP(dt,ild) - = sum[ (br,frB,toB) - $ { HVDCpoles(currTP,br) and busIsland(currTP,frB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, o_branchFlow_TP(dt,br) ] ; - - o_HVDChalfPoleLoss_TP(dt,ild) - = sum[ (br,frB,toB) $ { HVDChalfPoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - busIsland(currTP,frB,ild) - }, o_branchTotalLoss_TP(dt,br) - ] ; - - o_HVDCpoleFixedLoss_TP(dt,ild) - = sum[ (br,frB,toB) $ { HVDCpoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - ( busIsland(currTP,toB,ild) or - busIsland(currTP,frB,ild) - ) - }, 0.5 * o_branchFixedLoss_TP(dt,br) - ] ; - - o_HVDCloss_TP(dt,ild) - = o_HVDChalfPoleLoss_TP(dt,ild) - + o_HVDCpoleFixedLoss_TP(dt,ild) - + sum[ (br,frB,toB) $ { HVDClink(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - (not (busIsland(currTP,frB,ild))) - }, o_branchDynamicLoss_TP(dt,br) - ] ; - -* TN - The code below is added for NMIR project ================================ - o_EffectiveRes_TP(dt,ild,resC,riskC) $ reserveShareEnabled(currTP,resC) - = RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ; - - If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(currTP,resC)] then - - o_FirSent_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 1) - , RESERVESHARESENT.l(currTP,ild,resC,rd)]; - - o_FirReceived_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 1) - , RESERVESHARERECEIVED.l(currTP,ild,resC,rd) ]; - - o_FirEffective_TP(dt,ild,riskC) - = Sum[ resC $ (ord(resC) = 1), - RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - o_FirEffReport_TP(dt,ild) - = Smax[ (resC,riskC) $ (ord(resC)=1) - , RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - Endif; - - If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(currTP,resC)] then - - o_SirSent_TP(dt,ild) - = Sum[ (rd,resC) $ (ord(resC) = 2), - RESERVESHARESENT.l(currTP,ild,resC,rd) ]; - - o_SirReceived_TP(dt,ild) - = Sum[ (fd,resC) $ (ord(resC) = 2), - RESERVESHARERECEIVED.l(currTP,ild,resC,fd) ]; - - o_SirEffective_TP(dt,ild,riskC) - = Sum[ resC $ (ord(resC) = 2), - RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - - o_SirEffReport_TP(dt,ild) - = Smax[ (resC,riskC) $ (ord(resC)=2) - , RESERVESHAREEFFECTIVE.l(currTP,ild,resC,riskC) ]; - Endif; - - -* TN - The code for NMIR project end =========================================== - -* Additional output for audit reporting - o_ACbusAngle(dt,b) = ACNODEANGLE.l(currTP,b) ; - -* Check if there are non-physical losses on AC branches - ManualBranchSegmentMWFlow(LossBranch(ACbranch(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(ACbranch) ) - and validLossSegment(ACbranch,los,fd) - and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) - } - = Min[ Max( 0, - [ abs(o_branchFlow_TP(dt,br)) - - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(ACbranch,los,fd) - - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualBranchSegmentMWFlow(LossBranch(HVDClink(currTP,br)),los,fd) - $ { ( ord(los) <= branchLossBlocks(HVDClink) ) - and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) - } - = Min[ Max( 0, - [ abs(o_branchFlow_TP(dt,br)) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ] - ), - ( LossSegmentMW(HVDClink,los,fd) - - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] - ) - ] ; - - ManualLossCalculation(LossBranch(branch(currTP,br))) - = sum[ (los,fd), LossSegmentFactor(branch,los,fd) - * ManualBranchSegmentMWFlow(branch,los,fd) ] ; - - o_nonPhysicalLoss(dt,br) = o_branchDynamicLoss_TP(dt,br) - - ManualLossCalculation(currTP,br) ; - - o_lossSegmentBreakPoint(dt,br,los) - = sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 1) - }, LossSegmentMW(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 2) - }, LossSegmentMW(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) < 0 } - ; - - o_lossSegmentFactor(dt,br,los) - = sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 1) - }, LossSegmentFactor(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) >= 0 } - + sum [ fd $ { validLossSegment(currTP,br,los,fd) - and (ord(fd) = 2) - }, LossSegmentFactor(currTP,br,los,fd) ] $ { o_branchFlow_TP(dt,br) < 0 } - ; - - o_busIsland_TP(dt,b,ild) $ busIsland(currTP,b,ild) = yes ; - - o_PLRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,PLSRReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,PLSRReserveType) ] ; - - o_PLRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,PLSRReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,PLSRReserveType)] ; - - o_TWRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,TWDRReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,TWDRReserveType)] ; - - o_TWRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[(resC,TWDRReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,TWDRReserveType)] ; - - o_ILRO_FIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,ILReserveType) $ (ord(resC)=1) - , RESERVE.l(currTP,o,resC,ILReserveType)] ; - - o_ILRO_SIR_TP(dt,o) $ offer(currTP,o) - = sum[ (resC,ILReserveType) $ (ord(resC)=2) - , RESERVE.l(currTP,o,resC,ILReserveType)] ; - - o_ILbus_FIR_TP(dt,b) = sum[ (o,n) $ { NodeBus(currTP,n,b) and - offerNode(currTP,o,n) - }, o_ILRO_FIR_TP(dt,o) ] ; - - o_ILbus_SIR_TP(dt,b) = sum[ (o,n) $ { NodeBus(currTP,n,b) and - offerNode(currTP,o,n) - }, o_ILRO_SIR_TP(dt,o) ] ; - - o_marketNodeIsland_TP(dt,o,ild) - $ sum[ n $ { offerIsland(currTP,o,ild) and - offerNode(currTP,o,n) and - (o_nodeLoad_TP(dt,n) = 0) - },1 - ] = yes ; - - o_generationRiskLevel(dt,ild,o,resC,GenRisk) - = GENISLANDRISK.l(currTP,ild,o,resC,GenRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,GenRisk) - ; - - o_generationRiskPrice(dt,ild,o,resC,GenRisk) - = GenIslandRiskCalculation_1.m(currTP,ild,o,resC,GenRisk) ; - - o_HVDCriskLevel(dt,ild,resC,HVDCrisk) - = ISLANDRISK.l(currTP,ild,resC,HVDCrisk) ; - - o_HVDCriskPrice(dt,ild,resC,HVDCrisk) - = HVDCIslandRiskCalculation.m(currTP,ild,resC,HVDCrisk) ; - - o_manuRiskLevel(dt,ild,resC,ManualRisk) - = ISLANDRISK.l(currTP,ild,resC,ManualRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,ManualRisk) - ; - - o_manuRiskPrice(dt,ild,resC,ManualRisk) - = ManualIslandRiskCalculation.m(currTP,ild,resC,ManualRisk) ; - - o_genHVDCriskLevel(dt,ild,o,resC,HVDCsecRisk) - = HVDCGENISLANDRISK.l(currTP,ild,o,resC,HVDCsecRisk) ; - - o_genHVDCriskPrice(dt,ild,o,resC,HVDCsecRisk(riskC)) - = HVDCIslandSecRiskCalculation_GEN_1.m(currTP,ild,o,resC,riskC) ; - - o_manuHVDCriskLevel(dt,ild,resC,HVDCsecRisk) - = HVDCMANISLANDRISK.l(currTP,ild,resC,HVDCsecRisk); - - o_manuHVDCriskPrice(dt,ild,resC,HVDCsecRisk(riskC)) - = HVDCIslandSecRiskCalculation_Manu_1.m(currTP,ild,resC,riskC) ; - - o_generationRiskGroupLevel(dt,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk) - = GENISLANDRISKGROUP.l(currTP,ild,rg,resC,GenRisk) - + RESERVESHAREEFFECTIVE.l(currTP,ild,resC,GenRisk) - ; - - o_generationRiskGroupPrice(dt,ild,rg,resC,GenRisk) - $ islandRiskGroup(currTP,ild,rg,GenRisk) - = GenIslandRiskGroupCalculation_1.m(currTP,ild,rg,resC,GenRisk) ; - -* FIR and SIR required based on calculations of the island risk to -* overcome reporting issues of the risk setter under degenerate -* conditions when reserve price = 0 - See below - - o_ReserveReqd_TP(dt,ild,resC) - = Max[ 0, - smax[(o,GenRisk) , o_generationRiskLevel(dt,ild,o,resC,GenRisk)], - smax[ HVDCrisk , o_HVDCriskLevel(dt,ild,resC,HVDCrisk) ] , - smax[ ManualRisk , o_manuRiskLevel(dt,ild,resC,ManualRisk) ] , - smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(dt,ild,o,resC,HVDCsecRisk) ] , - smax[ HVDCsecRisk , o_manuHVDCriskLevel(dt,ild,resC,HVDCsecRisk) ] , - smax[ (rg,GenRisk) , o_generationRiskGroupLevel(dt,ild,rg,resC,GenRisk) ] - ] ; - - o_FIRreqd_TP(dt,ild) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(dt,ild,resC) ] ; - o_SIRreqd_TP(dt,ild) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(dt,ild,resC) ] ; - -* Summary reporting by trading period - o_solveOK_TP(dt) = ModelSolved ; - - o_systemCost_TP(dt) = SYSTEMCOST.l(currTP) ; - - o_systemBenefit_TP(dt) = SYSTEMBENEFIT.l(currTP) ; - - o_penaltyCost_TP(dt) = SYSTEMPENALTYCOST.l(currTP) ; - - o_ofv_TP(dt) = o_systemBenefit_TP(dt) - - o_systemCost_TP(dt) - - o_penaltyCost_TP(dt); - - -* Separete violation reporting at trade period level - o_defGenViolation_TP(dt) = sum[ b, o_busDeficit_TP(dt,b) ] ; - - o_surpGenViolation_TP(dt) = sum[ b, o_busSurplus_TP(dt,b) ] ; - - o_surpBranchFlow_TP(dt) - = sum[ br$branch(currTP,br), SURPLUSBRANCHFLOW.l(currTP,br) ] ; - - o_defRampRate_TP(dt) - = sum[ o $ offer(currTP,o), DEFICITRAMPRATE.l(currTP,o) ] ; - - o_surpRampRate_TP(dt) - = sum[ o $ offer(currTP,o), SURPLUSRAMPRATE.l(currTP,o) ] ; - - o_surpBranchGroupConst_TP(dt) - = sum[ brCstr $ branchConstraint(currTP,brCstr) - , SURPLUSBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) ] ; - - o_defBranchGroupConst_TP(dt) - = sum[ brCstr $ branchConstraint(currTP,brCstr) - , DEFICITBRANCHSECURITYCONSTRAINT.l(currTP,brCstr) ] ; - - o_defMnodeConst_TP(dt) - = sum[ MnodeCstr $ MnodeConstraint(currTP,MnodeCstr) - , DEFICITMnodeCONSTRAINT.l(currTP,MnodeCstr) ] ; - - o_surpMnodeConst_TP(dt) - = sum[ MnodeCstr $ MnodeConstraint(currTP,MnodeCstr) - , SURPLUSMnodeCONSTRAINT.l(currTP,MnodeCstr) ] ; - - o_defACnodeConst_TP(dt) - = sum[ ACnodeCstr $ ACnodeConstraint(currTP,ACnodeCstr) - , DEFICITACnodeCONSTRAINT.l(currTP,ACnodeCstr) ] ; - - o_surpACnodeConst_TP(dt) - = sum[ ACnodeCstr $ ACnodeConstraint(currTP,ACnodeCstr) - , SURPLUSACnodeCONSTRAINT.l(currTP,ACnodeCstr) ] ; - - o_defT1MixedConst_TP(dt) - = sum[ t1MixCstr $ Type1MixedConstraint(currTP,t1MixCstr) - , DEFICITTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) ] ; - - o_surpT1MixedConst_TP(dt) - = sum[ t1MixCstr $ Type1MixedConstraint(currTP,t1MixCstr) - , SURPLUSTYPE1MIXEDCONSTRAINT.l(currTP,t1MixCstr) ] ; - - o_defGenericConst_TP(dt) - = sum[ gnrcCstr $ GenericConstraint(currTP,gnrcCstr) - , DEFICITGENERICCONSTRAINT.l(currTP,gnrcCstr) ] ; - - o_surpGenericConst_TP(dt) - = sum[ gnrcCstr $ GenericConstraint(currTP,gnrcCstr) - , SURPLUSGENERICCONSTRAINT.l(currTP,gnrcCstr) ] ; - - o_defResv_TP(dt) - = sum[ (ild,resC) , o_ResViolation_TP(dt,ild,resC) ] ; - - o_totalViolation_TP(dt) - = o_defGenViolation_TP(dt) + o_surpGenViolation_TP(dt) - + o_defRampRate_TP(dt) + o_surpRampRate_TP(dt) - + o_defBranchGroupConst_TP(dt) + o_surpBranchGroupConst_TP(dt) - + o_defMnodeConst_TP(dt) + o_surpMnodeConst_TP(dt) - + o_defACnodeConst_TP(dt) + o_surpACnodeConst_TP(dt) - + o_defT1MixedConst_TP(dt) + o_surpT1MixedConst_TP(dt) - + o_defGenericConst_TP(dt) + o_surpGenericConst_TP(dt) - + o_defResv_TP(dt) + o_surpBranchFlow_TP(dt) ; - -* Virtual reserve - o_vrResMW_TP(dt,ild,resC) = VIRTUALRESERVE.l(currTP,ild,resC) ; - - o_FIRvrMW_TP(dt,ild) = sum[ resC $ (ord(resC) = 1) - , o_vrResMW_TP(dt,ild,resC) ] ; - - o_SIRvrMW_TP(dt,ild) = sum[ resC $ (ord(resC) = 2) - , o_vrResMW_TP(dt,ild,resC) ] ; - -* Reporting at trading period end - EndLoop; -$offend - -$endif.PeriodReport - -* End of the solve vSPD loop - ] ; -* End of the While loop -); - - -* Real Time Pricing - Second RTD load calculation - -* Calculate Island-level MW losses used to calculate the Island-level load -* forecast from the InputIPS and the IslandPSD. -* 2nd solve loop --> SystemLosses as calculated in section 6.3' - LoadCalcLosses(currTP,ild) - = Sum[ (br,frB,toB) - $ { ACbranch(currTP,br) and busIsland(currTP,toB,ild) - and branchBusDefn(currTP,br,frB,toB) - }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(currTP,br,fd) ] - + branchFixedLoss(currTP,br) - ] - + Sum[ (br,frB,toB) $ { HVDChalfPoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - busIsland(currTP,frB,ild) - }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(currTP,br,fd) ] - + HVDCLINKLOSSES.l(currTP,br) - + branchFixedLoss(currTP,br) - ] - + Sum[ (br,frB,toB) $ { HVDCpoles(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - ( busIsland(currTP,toB,ild) or - busIsland(currTP,frB,ild) - ) - }, 0.5 * branchFixedLoss(currTP,br) - ] - + Sum[ (br,frB,toB) $ { HVDClink(currTP,br) and - branchBusDefn(currTP,br,frB,toB) and - busIsland(currTP,toB,ild) and - (not (busIsland(currTP,frB,ild))) - }, HVDCLINKLOSSES.l(currTP,br) - ] - ; - - -* Calculate first target total load [3.8.5.5] -* Island-level MW load forecast. For the second loop: -* replace LoadCalcLosses(tp,ild) = islandLosses(tp,ild); - TargetTotalLoad(currTP,ild) = islandMWIPS(currTP,ild) + islandPDS(currTP,ild) - LoadCalcLosses(currTP,ild) ; - -* Flag if estimate load is scalable [3.8.5.7] -* Binary value. If True then ConformingFactor load MW will be scaled in order to -* calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be -* assigned directly to EstimatedInitialLoad - EstLoadIsScalable(currTP,n) = 1 $ { (LoadIsNCL(currTP,n) = 0) - and (ConformingFactor(currTP,n) > 0) } ; - -* Calculate estimate non-scalable load [3.8.5.8] -* For a non-conforming Pnode this will be the NonConformingLoad MW input, for a -* conforming Pnode this will be the ConformingFactor MW input if that value is -* negative, otherwise it will be zero - EstNonScalableLoad(currTP,n) $ ( LoadIsNCL(currTP,n) = 1 ) = NonConformingLoad(currTP,n); - EstNonScalableLoad(currTP,n) $ ( LoadIsNCL(currTP,n) = 0 ) = ConformingFactor(currTP,n); - EstNonScalableLoad(currTP,n) $ ( EstLoadIsScalable(currTP,n) = 1 ) = 0; - -* Calculate estimate scalable load [3.8.5.10] -* For a non-conforming Pnode this value will be zero. For a conforming Pnode -* this value will be the ConformingFactor if it is non-negative, otherwise this -* value will be zero' - EstScalableLoad(currTP,n) $ ( EstLoadIsScalable(currTP,n) = 1 ) = ConformingFactor(currTP,n); - - -* Calculate Scaling applied to ConformingFactor load MW [3.8.5.9] -* in order to calculate EstimatedInitialLoad - EstScalingFactor(currTP,ild) - = (islandMWIPS(currTP,ild) - LoadCalcLosses(currTP,ild) - - Sum[ n $ nodeIsland(currTP,n,ild), EstNonScalableLoad(currTP,n) ] - ) / Sum[ n $ nodeIsland(currTP,n,ild), EstScalableLoad(currTP,n) ] - - ; - -* Calculate estimate initial load [3.8.5.6] -* Calculated estimate of initial MW load, available to be used as an -* alternative to InputInitialLoad - EstimatedInitialLoad(currTP,n) $ ( EstLoadIsScalable(currTP,n) = 1 ) - = ConformingFactor(currTP,n) * Sum[ ild $ nodeisland(currTP,n,ild) - , EstScalingFactor(currTP,ild)] ; -* TN- There is a bug in this equarion - EstimatedInitialLoad(currTP,n) $ ( EstLoadIsScalable(currTP,n) = 0 ) -* = NonConformingLoad(currTP,n); - = EstNonScalableLoad(currTP,n); - -* Calculate initial load [3.8.5.2] -* Value that represents the Pnode load MW at the start of the solution -* interval. Depending on the inputs this value will be either actual load, -* an operator applied override or an estimated initial load - InitialLoad(currTP,n) = InputInitialLoad(currTP,n); - InitialLoad(currTP,n) $ { (LoadIsOverride(currTP,n) = 0) - and ( (useActualLoad(currTP) = 0) - or (LoadIsBad(currTP,n) = 1) ) - } = EstimatedInitialLoad(currTP,n) ; - -* Flag if load is scalable [3.8.5.4] -* Binary value. If True then the Pnode InitialLoad will be scaled in order to -* calculate nodedemand, if False then Pnode InitialLoad will be directly -* assigned to nodedemand - LoadIsScalable(currTP,n) = 1 $ { (LoadIsNCL(currTP,n) = 0) - and (LoadIsOverride(currTP,n) = 0) - and (InitialLoad(currTP,n) >= 0) } ; - -* Calculate Island-level scaling factor [3.8.5.3] -* --> applied to InitialLoad in order to calculate nodedemand - LoadScalingFactor(currTP,ild) - = ( TargetTotalLoad(currTP,ild) - - Sum[ n $ { nodeIsland(currTP,n,ild) - and (LoadIsScalable(currTP,n) = 0) }, InitialLoad(currTP,n) ] - ) / Sum[ n $ { nodeIsland(currTP,n,ild) - and (LoadIsScalable(currTP,n) = 1) }, InitialLoad(currTP,n) ] - ; - -* Calculate nodedemand [3.8.5.1] - nodedemand(currTP,n) $ LoadIsScalable(currTP,n) - = InitialLoad(currTP,n) * sum[ ild $ nodeisland(currTP,n,ild) - , LoadScalingFactor(currTP,ild) ]; - - nodedemand(currTP,n) $ (LoadIsScalable(currTP,n) = 0) = InitialLoad(currTP,n); - - -* Update Free Reserve and SharedNFRmax -* Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (5.2.1.2) - sharedNFRLoad(currTP,ild) - = sum[ nodeIsland(currTP,n,ild), nodeDemand(currTP,n)] - + sum[ (bd,trdBlk) $ bidIsland(currTP,bd,ild), purchaseBidMW(currTP,bd,trdBlk) ] - - sharedNFRLoadOffset(currTP,ild) ; - - sharedNFRMax(currTP,ild) = Min{ RMTReserveLimitTo(currTP,ild,'FIR'), - sharedNFRFactor(currTP)*sharedNFRLoad(currTP,ild) } ; - -* Risk parameters - FreeReserve(currTP,ild,resC,riskC) - = sum[ riskPar $ (ord(riskPar) = 1) - , i_tradePeriodRiskParameter(currTP,ild,resC,riskC,riskPar) ] -* NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 - - sum[ ild1 $ (not sameas(ild,ild1)),sharedNFRMax(currTP,ild1) - ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) - and (inputGDXGDate >= jdate(2016,10,20)) } - ; - -* (3.4.2.3) - SPD version 11.0 - SHAREDNFR.up(currTP,ild) = Max[0,sharedNFRMax(currTP,ild)] ; - -*); - - - diff --git a/Programs/vSPDtpsToSolve.inc b/Programs/vSPDtpsToSolve.inc deleted file mode 100644 index 083cf60..0000000 --- a/Programs/vSPDtpsToSolve.inc +++ /dev/null @@ -1,17 +0,0 @@ -$ONTEXT -a. to solve all trading periods -/ -All -/ - -b. to solve trading periods 3 and 6 -/ / -TP3 Or TP3, TP6 -TP6 / -/ -$OFFTEXT -*============================================= // ========================================== - -/ -All -/ \ No newline at end of file diff --git a/README.md b/README.md deleted file mode 100644 index 771c127..0000000 --- a/README.md +++ /dev/null @@ -1,22 +0,0 @@ -vSPD -==== - -vectorised Scheduling, Pricing and Dispatch - an audited, mathematical replica of SPD, the -pricing and dispatch engine used in the New Zealand electricity market. - -[Input GDX files are published daily on EMI](https://www.emi.ea.govt.nz/Wholesale/Datasets/FinalPricing/GDX/) or -can be obtained directly from the underlying Azure storage account (see [instructions](https://www.emi.ea.govt.nz/Forum/thread/new-access-arrangements-to-emi-datasets-retirement-of-anonymous-ftp/) -on the EMI forum). - -The Electricity Authority created vSPD using the GAMS software in 2008. Dr Ramu Naidoo was -the original author and, until November 2013, the custodian of vSPD. Tuong Nguyen and Phil Bishop -from the Data and Information Management team now maintain the vSPD model. - -vSPD was most recently audited in August 2019 - see the audited vSPD codes and the auditor's certification on the [EMI vSPD page](https://www.emi.ea.govt.nz/Wholesale/Tools/vSPD). - -Throughout 2022, vSPD was extensively modified to accomodate the 1 November 2022 go-live of real-time pricing. Backward -compatability with GDX files was broken with this change. Version 3.1.0, available on the [EMI vSPD page,](https://www.emi.ea.govt.nz/Wholesale/Tools/vSPD) is -the last version of vSPD to work with GDX files pertaining to all days up to and including 31 October 2022. GDX files pertaining to trading day 1 November 2022 -or later will require vSPD v4.0.0 (or later). - -Contact: emi@ea.govt.nz diff --git a/cplex.opt b/cplex.opt new file mode 100644 index 0000000..3fca817 --- /dev/null +++ b/cplex.opt @@ -0,0 +1,4 @@ +epint = 1e-9 +epopt = 1e-9 +sos1reform = -1 +sos2reform = -1 diff --git a/Programs/runvSPD.bat b/runvSPD.bat similarity index 72% rename from Programs/runvSPD.bat rename to runvSPD.bat index a9e23d6..33e4f75 100644 --- a/Programs/runvSPD.bat +++ b/runvSPD.bat @@ -1,4 +1,4 @@ -gams runvSPD.gms +C:\GAMS\36\gams runvSPD.gms del "*.lst" del "*.lxi" @@ -8,4 +8,4 @@ del "*.txt" del "*.gdx" del /S "*.~*" -pause \ No newline at end of file +*pause \ No newline at end of file diff --git a/Output/Test_Run_All/Programs/runvSPD.gms b/runvSPD.gms similarity index 98% rename from Output/Test_Run_All/Programs/runvSPD.gms rename to runvSPD.gms index d511e9c..eaa64f4 100644 --- a/Output/Test_Run_All/Programs/runvSPD.gms +++ b/runvSPD.gms @@ -110,7 +110,7 @@ $endif loop(i_fileName, * Create the file that has the name of the input file for the current case being solved - putclose vSPDcase "$setglobal vSPDinputData " i_fileName.tl:0 ; + putclose vSPDcase "$setglobal GDXname " i_fileName.tl:0 ; * Create a gdx file contains periods to be solved put_utility temp 'exec' / 'gams vSPDperiod' ; @@ -131,13 +131,11 @@ putclose rep / "Total execute time: " timeExec "(secs)" /; *===================================================================================== $label cleanUp execute 'erase "vSPDcase.inc"' ; -execute 'erase "riskGroup.inc"' ; $ifthen %opMode%=='DWH' execute 'move /y ProgressReport.txt "%outputPath%%runName%\%runName%_RunLog.txt"'; $else execute 'move /y ProgressReport.txt "%outputPath%%runName%"'; $endif -$ontext execute 'if exist *.lst erase /q *.lst ' execute 'if exist *.~gm erase /q *.~gm ' execute 'if exist *.lxi erase /q *.lxi ' @@ -146,6 +144,6 @@ execute 'if exist *.put erase /q *.put ' execute 'if exist *.txt erase /q *.txt ' execute 'if exist *.gdx erase /q *.gdx ' execute 'if exist temp.* erase /q temp.*' -$offtext + diff --git a/Programs/vSPD.gpr b/vSPD.gpr similarity index 95% rename from Programs/vSPD.gpr rename to vSPD.gpr index 9876b3d..be81b41 100644 --- a/Programs/vSPD.gpr +++ b/vSPD.gpr @@ -116,15 +116,6 @@ Order=1,2,3,4,5 Decim=5 PlaneRownr=-1 -[GDXDISP: i_TradePeriod Set 1] -PlaneDim=0 -RowDim=1 -Squeeze=1 -Order=1 -Decim=5 -PlaneRownr=-1 -SqTrail0=0 - [GDXDISP: o_offer Set 2] PlaneDim=0 RowDim=2 @@ -167,8 +158,8 @@ Decim=5 PlaneRownr=-1 [GDXDIFF] -FILE1=G:\vSPD_Inputs\FP\FP_20190327_1.gdx -FILE2=G:\vSPD_Inputs\FP\FP_20190327_I.gdx +FILE1=C:\vSPD\Real-Time-Pricing-vSPD\Output\RTD_20220320_0000\RTD_20220320_0000_191012022031100725_AllData.gdx +FILE2=G:\Real-Time-Pricing-vSPD\Output\RTD_20220320_0000\RTD_20220320_0000_191012022031100725_AllData.gdx OUTFL= EPS=0.000001 RELEPS=0.0 @@ -311,6 +302,7 @@ Order=1 Decim=5 PlaneRownr=-1 SqTrail0=0 +Sorted=Y [GDXDISP: i_BranchReceivingEndLossProportion Par 0] PlaneDim=0 @@ -465,15 +457,6 @@ Decim=5 PlaneRownr=-1 SqTrail0=0 -[GDXDISP: i_TradePeriodBus Set 2] -PlaneDim=1 -RowDim=1 -Squeeze=1 -Order=1,2 -Decim=5 -PlaneRownr=-1 -SqTrail0=0 - [GDXDISP: i_Branch Set 1] PlaneDim=0 RowDim=1 @@ -2680,15 +2663,6 @@ Decim=7 PlaneRownr=-1 SqTrail0=0 -[GDXDISP: i_TradePeriodRiskParameter Par 6] -PlaneDim=1 -RowDim=4 -Squeeze=1 -Order=1,2,3,4,5,6 -Decim=7 -PlaneRownr=24 -PlaneFilter1=TP26 - [RP:VSPDSOLVE (3)] 1= @@ -3603,17 +3577,6 @@ SqTrail0=0 [RP:RUNVSPD - COPY] 1= -[GDXDISP: i_TradePeriodFastPLSROffer Par 4] -PlaneDim=2 -RowDim=1 -Squeeze=1 -Order=1,2,4,3 -Decim=7 -PlaneRownr=-1 -SqTrail0=0 -PlaneFilter1=26-AUG-2016 03:30 -PlaneFilter2=ROX2201 ROX0 - [GDXDISP: i_TradePeriodFastTWDROffer Par 4] PlaneDim=0 RowDim=2 @@ -4158,12 +4121,6 @@ PlaneRownr=-1 [RP:PIVOTREPORTSETUP] 1= -[RP:FTRREPORTSETUP] -1= - -[RP:DWHREPORTSETUP] -1= - [GDXDISP: i_tradePeriodBranchDefn Set 4] PlaneDim=1 RowDim=3 @@ -7236,11 +7193,11 @@ Decim=7 PlaneRownr=-1 [GDXDISP: ACBRANCHFLOWBLOCKDIRECTED Par 6] -PlaneDim=0 +PlaneDim=1 RowDim=5 Squeeze=1 SqTrail0=0 -Order=1,2,3,4,5,6 +Order=6,1,2,3,4,5 Decim=7 PlaneRownr=-1 @@ -8557,18 +8514,12 @@ Order=1 Decim=7 PlaneRownr=-1 -[RP:VSPDSOLVEFTR_4] -1= - [RP:VSPDSOLVEDPS_1] 1= [RP:VSPDSOLVEDPS_3] 1= -[RP:VSPDSOLVEFTR_3A] -1= - [GDXDISP: ISLANDRISK Var 4] PlaneDim=1 RowDim=3 @@ -9620,9 +9571,6 @@ Order=1,2 Decim=7 PlaneRownr=-1 -[RP:VSPDSOLVEDWH_4] -1= - [GDXDISP: HVDCSentReserveLambdaDefinition Equ 4] PlaneDim=0 RowDim=4 @@ -12203,7 +12151,7 @@ PlaneRownr=-1 [GDXDISP: i_tradePeriodSustainedILRoffer Par 4] PlaneDim=0 -RowDim=4 +RowDim=3 Squeeze=1 SqTrail0=0 Order=1,2,3,4 @@ -12324,24 +12272,6 @@ PlaneRownr=-1 [RP:EXCELOVERRIDES] 1= -[RP:VSPDSOLVEFTR_3] -1= - -[RP:VSPDSOLVEDWH_3] -1= - -[RP:VSPDPERIOD] -1= - -[RP:VSPDREPORT] -1= - -[RP:VSPDREPORTSETUP] -1= - -[RP:VSPDOVERRIDES] -1= - [RP:VSPDSOLVEPIVOT_4] 1= @@ -12372,12 +12302,6 @@ PlaneRownr=-1 [RP:VSPDSOLVEDPS_4] 1= -[RP:VSPDSOLVE - COPY] -1= - -[RP:VSPDMODEL - COPY] -1= - [GDXDISP: FilesCompared Set 1] PlaneDim=0 RowDim=1 @@ -12441,17 +12365,6 @@ Order=1,2 Decim=7 PlaneRownr=-1 -[GDXDISP: i_tradePeriodNodeBusAllocationFactor Par 3] -Sorted=YYY -PlaneDim=1 -RowDim=2 -Squeeze=1 -SqTrail0=0 -Order=2,1,3 -Decim=7 -PlaneRownr=-1 -PlaneFilter1=KBT0662 - [GDXDISP: i_tradePeriodNodeBus Set 3] PlaneDim=1 RowDim=2 @@ -12586,40 +12499,596 @@ PlaneRownr=-1 [RP:SCENARIOS] 1= -[RP:VSPDSOLVE] -1= +[GDXDISP: dt Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 -[RP:VSPDMODEL] -1= +[GDXDISP: tp Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 -[SOLVERS] -LP=CPLEX -MIP=CPLEX -MIQCP=CPLEX -QCP=CPLEX -RMIP=CPLEX -RMIQCP=CPLEX +[GDXDISP: ild Alias 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 -[RP:RUNVSPD] -1= -2=errmsg=1 -3=e +[GDXDISP: tp2 Alias 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 -[MRUFILES] -1=C:\a\vSPD\vSPD-master\Programs\runvSPD.lst -2=C:\a\vSPD\vSPD-master\Programs\runvSPD.bat -3=A:\Tuong Nguyen\vSPD\vSPD_v3.0.5\Input\RTD_20190506_0825_372.gdx -4=A:\Tuong Nguyen\vSPD\vSPD_v3.0.5\Programs\diffile.log -5=A:\Tuong Nguyen\vSPD\vSPD_v3.0.5\Programs\vSPDmodel.gms -6=A:\Tuong Nguyen\vSPD\vSPD_v3.0.5\Programs\vSPDsolve.gms -7=C:\vSPD\vSPD_v3.0.4\Programs\Demand\Scenarios.gms -8=C:\Users\nguyent\AppData\Local\Temp\7zO46191696\Scenarios.gms +[GDXDISP: ild Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: ild1 Alias 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: ild2 Alias 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: isl Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: islandLosses Par 2] +PlaneDim=0 +RowDim=2 +Squeeze=1 +SqTrail0=0 +Order=1,2 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: islandMWIPS Par 2] +PlaneDim=0 +RowDim=2 +Squeeze=1 +SqTrail0=0 +Order=1,2 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: islandPDS Par 2] +PlaneDim=0 +RowDim=2 +Squeeze=1 +SqTrail0=0 +Order=1,2 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: resC Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: n Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: o Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: trdBlk Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: b Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: blk Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: resT Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: riskC Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 [OPENWINDOW_1] -FILE0=C:\a\vSPD\vSPD-master\Programs\runvSPD.gms -FILE1=C:\a\vSPD\vSPD-master\Programs\runvSPD.gms -MAXIM=1 -TOP=182 -LEFT=182 -HEIGHT=718 -WIDTH=1578 +MAXIM=0 +TOP=0 +LEFT=958 +HEIGHT=942 +WIDTH=958 + +[GDXDISP: i_runDateTime Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: gdxDate Par 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriod Set 1] +Sorted=Y +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriodBus Set 2] +PlaneDim=0 +RowDim=2 +Squeeze=1 +SqTrail0=0 +Order=1,2 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriodBranchCapacityDirected Par 4] +PlaneDim=1 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=4,1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: ACnodeCstr Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: rundt Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: ACBranch Set 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriodRiskGenerator Set 3] +PlaneDim=0 +RowDim=2 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriodRiskParameter Par 6] +PlaneDim=0 +RowDim=5 +Squeeze=1 +SqTrail0=0 +Order=1,2,3,4,5,6 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriodReferenceNode Par 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_useBusNetworkModel Par 2] +PlaneDim=0 +RowDim=2 +Squeeze=1 +SqTrail0=0 +Order=1,2 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: LAMBDA Par 5] +PlaneDim=0 +RowDim=5 +Squeeze=1 +SqTrail0=0 +Order=1,2,3,4,5 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: LAMBDAHVDCENERGY Par 5] +PlaneDim=0 +RowDim=5 +Squeeze=1 +SqTrail0=0 +Order=1,2,3,4,5 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: LAMBDAHVDCRESERVE Par 7] +PlaneDim=0 +RowDim=7 +Squeeze=1 +SqTrail0=0 +Order=1,2,3,4,5,6,7 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: LoadCalcLosses Par 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: LoadIsNCL Par 3] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=2,1,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: LoadIsScalable Par 3] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=2,1,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: LoadScalingFactor Par 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: lossBranch Set 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: lossSegmentFactor Par 5] +PlaneDim=0 +RowDim=5 +Squeeze=1 +SqTrail0=0 +Order=1,2,3,4,5 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: lossSegmentMW Par 5] +PlaneDim=0 +RowDim=5 +Squeeze=1 +SqTrail0=0 +Order=1,2,3,4,5 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: islandLosses Par 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: islandPDS Par 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: Node Set 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: NodeDemand Par 3] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=2,3,1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: SHAREDNFR Par 4] +PlaneDim=0 +RowDim=4 +Squeeze=1 +SqTrail0=0 +Order=1,2,3,4 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: sArea Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: t1MixCstr Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: t1MixCstrRHS Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: t2MixCstr Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: TargetTotalLoad Par 2] +PlaneDim=0 +RowDim=2 +Squeeze=1 +SqTrail0=0 +Order=1,2 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriodNodeBusAllocationFactor Par 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriodBranchCapacityDirected Par 3] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriodReverseRatingsApplied Par 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: testCases Set 1] +PlaneDim=0 +RowDim=1 +Squeeze=1 +SqTrail0=0 +Order=1 +Decim=7 +PlaneRownr=-1 + +[RP:VSPDOVERRIDES] +1= + +[GDXDISP: i_tradePeriodFastPLSRoffer Par 4] +PlaneDim=0 +RowDim=3 +Squeeze=1 +SqTrail0=0 +Order=1,2,3,4 +Decim=7 +PlaneRownr=-1 + +[GDXDISP: i_tradePeriodConformingFactor Par 2] +PlaneDim=0 +RowDim=2 +Squeeze=1 +SqTrail0=0 +Order=1,2 +Decim=7 +PlaneRownr=-1 + +[RP:VSPDSOLVE_RTP - COPY] +1= + +[RP:VSPDSOLVEFTR_3A] +1= + +[RP:VSPDSOLVEFTR_4] +1= + +[RP:VSPDSOLVEFTR_3] +1= + +[RP:FTRREPORTSETUP] +1= + +[RP:VSPDMODEL - COPY] +1= + +[RP:VSPDSOLVE - COPY] +1= + +[RP:VSPDPERIOD] +1= + +[RP:VSPDSOLVE_RTP] +1= + +[RP:RUNVSPD] +1= +2=errmsg=1 +3=e + +[RP:VSPDREPORTSETUP] +1= + +[RP:DWHREPORTSETUP] +1= + +[RP:VSPDSOLVEDWH_3] +1= + +[RP:VSPDSOLVEDWH_4] +1= + +[RP:NRSS_202210101230_91322022102330478_20221010123314] +1= + +[RP:PRSS_202208021530_21302022080330347_20220802153312] +1= + +[RP:VSPDSOLVE] +1= + +[RP:VSPDMODEL] +1= + +[RP:VSPDREPORT] +1= + +[MRUFILES] +1=C:\vSPD\Real-Time-Pricing-vSPD-Local\Programs\vSPDreport.gms +2=C:\vSPD\Real-Time-Pricing-vSPD\Output\RTD_202210120000\Programs\vSPDmodel.gms +3=C:\vSPD\Real-Time-Pricing-vSPD\Output\RTD_202210120000\Programs\vSPDreport.gms +4=C:\vSPD\Real-Time-Pricing-vSPD\Output\RTD_202210120000\Programs\vSPDsolve.gms +5=C:\vSPD\Real-Time-Pricing-vSPD\Programs\vSPDreport.gms +6=C:\vSPD\Real-Time-Pricing-vSPD\Input\PRSS_202208021530_21302022080330347_20220802153312.gms +7=C:\vSPD\Real-Time-Pricing-vSPD\Input\NRSS_202210101230_91322022102330478_20221010123314.gms 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zelFCP>#O7Z)+jI3N6X7g_&uf{x9sy1`>gQuQFVpo<+B2)@@2VJ87bFm)vr&>-*TK)Ba7GrG)Cob6+f1i`2&A%kLkzl zk;Uak^})zuy>TA}8cVhM2>w;eGb$A`cHyP;ESTnM^cTC8q5CW*Y%ZZqcL1B zt round power zone, NR -> no reverse zone, RZ -> reverse zone' /RP, NR, RZ/ + ; + +* Dynamic sets that are defined by /loaded from gdx inputs +Sets + caseName(*) 'Final pricing case name used to create the GDX file' + dt(*) 'Date and time for the trade periods' + tp(*) 'Trade periods for which input data is defined' + b(*) 'Bus definitions for all trading periods' + n(*) 'Node definitions for all trading periods' + o(*) 'Offers for all trading periods' + bd(*) 'Bids for all trading periods' + trdr(*) 'Traders defined for all trading periods' + br(*) 'Branch definition for all trading periods' + brCstr(*) 'Branch constraint definitions for all trading periods' + MnodeCstr(*) 'Market node constraint definitions for all trading periods' + rg(*) 'Set representing a collection of generation and reserve offers treated as a group risk' + rundt(*) 'Run datetime of the case for reporting' + ; + +* Aliases +Alias (dt,dt1,dt2), (tp,tp1,tp2), (isl,isl1,isl2), (b,b1,frB,toB) + (n,n1,n2), (o,o1,o2), (bd,bd2,bd1), (br,br1) + (fd,fd1,rd,rd1), (z,z1,rrz,rrz1), (rg,rg1), (blk,blk1,blk2) + (los,los1,bp,bp1,rsbp,rsbp1) + ; + +Sets +* 16 multi-dimensional sets, subsets, and mapping sets - membership is populated via loading from GDX file in vSPDsolve.gms + dt2tp(dt,tp) 'Mapping of dateTime set to the tradePeriod set' + node(dt,n) 'Node definition for the different trading periods' + bus(dt,b) 'Bus definition for the different trading periods' + node2node(dt,n,n1) 'Node to node mapping used ofr price transfer' + offerNode(dt,o,n) 'Offers and the corresponding offer node for the different trading periods' + offerTrader(dt,o,trdr) 'Offers and the corresponding trader for the different trading periods' + bidNode(dt,bd,n) 'Bids and the corresponding node for the different trading periods' + bidTrader(dt,bd,trdr) 'Bids and the corresponding trader for the different trading periods' + busIsland(dt,b,isl) 'Bus island mapping for the different trade periods' + nodeBus(dt,n,b) 'Node bus mapping for the different trading periods' + branchDefn(dt,br,frB,toB) 'Branch definition for the different trading periods' + riskGenerator(dt,o) 'Set of generators (offers) that can set the risk in the different trading periods' + primarySecondaryOffer(dt,o,o1) 'Primary-secondary offer mapping for the different trading periods - in use from 01 May 2012' + dispatchableBid(dt,bd) 'Set of dispatchable bids - effective date 20 May 2014' + ; + + +Parameters +* 6 scalars - values are loaded from GDX file in vSPDsolve.gms + gdxDate(*) 'day, month, year of trade date' + intervalDuration 'Length of the trading period in minutes (e.g. 30)' + +* 49 parameters - values are loaded from GDX file in vSPDsolve.gms +* Offer data + offerParameter(dt,o,offerPar) 'Initial MW for each offer for the different trading periods' + energyOffer(dt,o,blk,bidofrCmpnt) 'Energy offers for the different trading periods' + fastPLSRoffer(dt,o,blk,bidofrCmpnt) 'Fast (6s) PLSR offers for the different trading periods' + sustainedPLSRoffer(dt,o,blk,bidofrCmpnt) 'Sustained (60s) PLSR offers for the different trading periods' + fastTWDRoffer(dt,o,blk,bidofrCmpnt) 'Fast (6s) TWDR offers for the different trading periods' + sustainedTWDRoffer(dt,o,blk,bidofrCmpnt) 'Sustained (60s) TWDR offers for the different trading periods' + fastILRoffer(dt,o,blk,bidofrCmpnt) 'Fast (6s) ILR offers for the different trading periods' + sustainedILRoffer(dt,o,blk,bidofrCmpnt) 'Sustained (60s) ILR offers for the different trading periods' + +* Bid data + energyBid(dt,bd,blk,bidofrCmpnt) 'Energy bids for the different trading periods' +* Demand data + nodeDemand(dt,n) 'MW demand at each node for all trading periods' + +* Network data + refNode(dt,n) 'Reference nodes for the different trading periods' + HVDCBranch(dt,br) 'HVDC branch indicator for the different trading periods' + branchParameter(dt,br,brPar) 'Branch resistance, reactance, fixed losses and number of loss tranches for the different time periods' + branchCapacity(dt,br,fd) 'Branch directed capacity for the different trading periods in MW (Branch Reverse Ratings)' + branchOpenStatus(dt,br) 'Branch open status for the different trading periods, 1 = Open' + nodeBusAllocationFactor(dt,n,b) 'Allocation factor of market node quantities to bus for the different trading periods' + busElectricalIsland(dt,b) 'Electrical island status of each bus for the different trading periods (0 = Dead)' + +* Risk/Reserve data + riskParameter(dt,isl,resC,riskC,riskPar) 'Risk parameters for the different trading periods (From RMT)' + islandMinimumRisk(dt,isl,resC,riskC) 'Minimum MW risk level for each island for each reserve class applied to risk classes: manual, manualECE, HVDCsecRisk and HVDCsecRiskECE' + HVDCSecRiskEnabled(dt,isl,riskC) 'Flag indicating if the HVDC secondary risk is enabled (1 = Yes)' + HVDCSecRiskSubtractor(dt,isl) 'Ramp up capability on the HVDC pole that is not the secondary risk' + reserveMaximumFactor(dt,o,resC) 'Factor to adjust the maximum reserve of the different classes for the different offers' + +* Branch constraint data + branchCstrFactors(dt,brCstr,br) 'Branch security constraint factors (sensitivities) for the current trading period' + branchCstrRHS(dt,brCstr,CstrRHS) 'Branch constraint sense and limit for the different trading periods' + +* Market node constraint data + mnCstrEnrgFactors(dt,MnodeCstr,o) 'Market node energy offer constraint factors for the current trading period' + mnCnstrResrvFactors(dt,MnodeCstr,o,resC,resT) 'Market node reserve offer constraint factors for the current trading period' + mnCnstrEnrgBidFactors(dt,MnodeCstr,bd) 'Market node energy bid constraint factors for the different trading periods' + mnCnstrResrvBidFactors(dt,MnodeCstr,bd,resC) 'Market node IL reserve bid constraint factors for the different trading periods - currently not used' + mnCnstrRHS(dt,MnodeCstr,CstrRHS) 'Market node constraint sense and limit for the different trading periods' + + +* Real Time Pricing - Inputs + studyMode 'RTD~101, RTDP~201, PRSS~130, NRSS~132, PRSL~131, NRSL~133, WDS~120' /101/ + useGenInitialMW(dt) 'Flag that if set to 1 indicates that for a schedule that is solving multiple intervals in sequential mode' + runEnrgShortfallTransfer(dt) 'Flag that if set to 1 will enable shortfall transfer- post processing' + runPriceTransfer(dt) 'Flag that if set to 1 will enable price transfer - post processing.' + replaceSurplusPrice(dt) 'Flag that if set to 1 will enable sutplus price replacement - post processing' + rtdIgIncreaseLimit(dt) 'For price responsive Intermittent Generation (IG) the 5-minute ramp-up is capped using this parameter' + useActualLoad(dt) 'Flag that if set to 0, initial estimated load [conformingfactor/noncomformingload] is used as initial load ' + dontScaleNegativeLoad(dt) 'Flag that if set to 1 --> negative load will be fixed in RTD load calculation' + inputInitialLoad(dt,n) 'This value represents actual load MW for RTD schedule input' + conformingFactor(dt,n) 'Initial estimated load for conforming load' + nonConformingLoad(dt,n) 'Initial estimated load for non-conforming load' + loadIsOverride(dt,n) 'Flag if set to 1 --> InputInitialLoad will be fixed as node demand' + loadIsBad(dt,n) 'Flag if set to 1 --> InitialLoad will be replaced by Estimated Initial Load' + loadIsNCL(dt,n) 'Flag if set to 1 --> non-conforming load --> will be fixed in RTD load calculation' + maxLoad(dt,n) 'Pnode maximum load' + instructedloadshed(dt,n) 'Instructed load shedding applied to RTDP and should be ignore by all other schedules' + instructedshedactive(dt,n) 'Flag if Instructed load shedding is active; applied to RTDP and should be ignore by all other schedules' + islandMWIPS(dt,isl) 'Island total generation at the start of RTD run' + islandPDS(dt,isl) 'Island pre-solve deviation - used to adjust RTD node demand' + islandLosses(dt,isl) 'Island estimated losss - used to adjust RTD mode demand' + + energyScarcityEnabled(dt) 'Flag to apply energy scarcity (this is different from FP scarcity situation)' + reserveScarcityEnabled(dt) 'Flag to apply reserve scarcity (this is different from FP scarcity situation)' + scarcityEnrgNationalFactor(dt,blk) 'National energy scarcity factors' + scarcityEnrgNationalPrice(dt,blk) 'National energy scarcity prices' + scarcityEnrgNodeFactor(dt,n,blk) 'Nodal energy scarcity factors' + scarcityEnrgNodeFactorPrice(dt,n,blk) 'Nodal energy scarcity prices vs factors' + scarcityEnrgNodeLimit(dt,n,blk) 'Nodal energy scarcity limits' + scarcityEnrgNodeLimitPrice(dt,n,blk) 'Nodal energy scarcity prices vs limits' + scarcityResrvIslandLimit(dt,isl,resC,blk) 'Reserve scarcity limits' + scarcityResrvIslandPrice(dt,isl,resC,blk) 'Reserve scarcity prices' + + ; + +* End of GDX declarations + + + +*=================================================================================== +* 2. Declare additional sets and parameters used throughout the model +*=================================================================================== + +Scalars + sequentialSolve + useAClossModel + useHVDClossModel + useACbranchLimits 'Use the AC branch limits (1 = Yes)' + useHVDCbranchLimits 'Use the HVDC branch limits (1 = Yes)' + resolveCircularBranchFlows 'Resolve circular branch flows (1 = Yes)' + resolveHVDCnonPhysicalLosses 'Resolve nonphysical losses on HVDC branches (1 = Yes)' + resolveACnonPhysicalLosses 'Resolve nonphysical losses on AC branches (1 = Yes)' + circularBranchFlowTolerance + nonPhysicalLossTolerance + useBranchFlowMIPtolerance + useReserveModel 'Use the reserve model (1 = Yes)' + mixedMIPtolerance + LPtimeLimit 'CPU seconds allowed for LP solves' + LPiterationLimit 'Iteration limit allowed for LP solves' + MIPtimeLimit 'CPU seconds allowed for MIP solves' + MIPiterationLimit 'Iteration limit allowed for MIP solves' + MIPoptimality + disconnectedNodePriceCorrection 'Flag to apply price correction methods to disconnected node' + + intervalDuration 'Length of the interval in minutes (e.g. 30)' + branchReceivingEndLossProportion 'Proportion of losses to be allocated to the receiving end of a branch' /1/ + +* External loss model from Transpower + lossCoeff_A / 0.3101 / + lossCoeff_C / 0.14495 / + lossCoeff_D / 0.32247 / + lossCoeff_E / 0.46742 / + lossCoeff_F / 0.82247 / + maxFlowSegment / 10000 / + ; + +Sets +* Global + pole 'HVDC poles' / pole1, pole2 / + t(dt) 'Current trading interval to solve' + +* Offer + offer(dt,o) 'Offers defined for the current trading period' + genOfrBlk(dt,o,blk) 'Valid trade blocks for the respective generation offers' + resOfrBlk(dt,o,blk,resC,resT) 'Valid trade blocks for the respective reserve offers by class and type' + posEnrgOfr(dt,o) 'Postive energy offers defined for the current trading period' + + + +* Bid + Bid(dt,bd) 'Bids defined for the current trading period' + DemBidBlk(dt,bd,blk) 'Valid trade blocks for the respective purchase bids' + +* Network + branch(dt,br) 'Branches defined for the current trading period' + branchBusDefn(dt,br,frB,toB) 'Branch bus connectivity for the current trading period' + branchFrBus(dt,br,frB) 'Define branch from bus connectivity for the current trading period' + branchToBus(dt,br,frB) 'Define branch to bus connectivity for the current trading period' + branchBusConnect(dt,br,b) 'Indication if a branch is connected to a bus for the current trading period' + ACBranchSendingBus(dt,br,b,fd) 'Sending (From) bus of AC branch in forward and backward direction' + ACBranchReceivingBus(dt,br,b,fd) 'Receiving (To) bus of AC branch in forward and backward direction' + HVDClinkSendingBus(dt,br,b) 'Sending (From) bus of HVDC link' + HVDClinkReceivingBus(dt,br,toB) 'Receiving (To) bus of HVDC link' + HVDClinkBus(dt,br,b) 'Sending or Receiving bus of HVDC link' + HVDClink(dt,br) 'HVDC links (branches) defined for the current trading period' +* HVDCpoles(dt,br) 'DC transmission between Benmore and Hayward' + + HVDCpoleDirection(dt,br,fd) 'Direction defintion for HVDC poles S->N : forward and N->S : backward' + ACBranch(dt,br) 'AC branches defined for the current trading period' + validLossSegment(dt,br,los,fd) 'Valid loss segments for a branch' + lossBranch(dt,br) 'Subset of branches that have non-zero loss factors' +* Mapping set of branches to HVDC pole + HVDCpoleBranchMap(pole,br) 'Mapping of HVDC branch to pole number' +* Risk/Reserve + islandRiskGenerator(dt,isl,o) 'Mapping of risk generator to island in the current trading period' + + GenRisk(riskC) 'Subset containing generator risks' + ManualRisk(riskC) 'Subset containting manual risks' + HVDCrisk(riskC) 'Subset containing DCCE and DCECE risks' + HVDCSecRisk(riskC) 'Subset containing secondary risk of the DCCE and DCECE events' + + PLRO(resT) 'PLSR reserve type' + TWRO(resT) 'TWDR reserve type' + ILRO(resT) 'ILR reserve type' + + nodeIsland(dt,n,isl) 'Mapping node to island' + offerIsland(dt,o,isl) 'Mapping of reserve offer to island for the current trading period' + bidIsland(dt,bd,isl) 'Mapping of purchase bid ILR to island for the current trading period' + +* Definition of CE and ECE events to support different CE and ECE CVPs + ContingentEvents(riskC) 'Subset of Risk Classes containing contigent event risks' + ExtendedContingentEvent(riskC) 'Subset of Risk Classes containing extended contigent event risk' +* Branch constraint + BranchConstraint(dt,brCstr) 'Set of valid branch constraints defined for the current trading period' +* Market node constraint + MNodeConstraint(dt,MnodeCstr) 'Set of market node constraints defined for the current trading period' +* NMIR update + rampingConstraint(dt,brCstr) 'Subset of branch constraints that limit total HVDC sent from an island due to ramping (5min schedule only)' + bipoleConstraint(dt,isl,brCstr) 'Subset of branch constraints that limit total HVDC sent from an island' + monopoleConstraint(dt,isl,brCstr,br) 'Subset of branch constraints that limit the flow on HVDC pole sent from an island' + + riskGroupOffer(dt,rg,o,riskC) 'Mappimg of risk group to offers in current trading period for each risk class - SPD version 11.0 update' + islandRiskGroup(dt,isl,rg,riskC) 'Mappimg of risk group to island in current trading period for each risk class - SPD version 11.0 update' + ; + +Parameters +* Offers + GenerationStart(dt,o) 'The MW generation level associated with the offer at the start of a trading period' + RampRateUp(dt,o) 'The ramping up rate in MW per minute associated with the generation offer (MW/min)' + RampRateDn(dt,o) 'The ramping down rate in MW per minute associated with the generation offer (MW/min)' + ReserveGenerationMaximum(dt,o) 'Maximum generation and reserve capability for the current trading period (MW)' + WindOffer(dt,o) 'Flag to indicate if offer is from wind generator (1 = Yes)' + FKBand(dt,o) 'Frequency keeper band MW which is set when the risk setter is selected as the frequency keeper' + PriceResponsive(dt,o) 'Flag to indicate if wind offer is price responsive (1 = Yes)' + PotentialMW(dt,o) 'Potential max output of Wind offer' + +* Energy offer + EnrgOfrMW(dt,o,blk) 'Generation offer block (MW)' + EnrgOfrPrice(dt,o,blk) 'Generation offer price ($/MW)' + +* Primary-secondary offer parameters + PrimaryOffer(dt,o) 'Flag to indicate if offer is a primary offer (1 = Yes)' + SecondaryOffer(dt,o) 'Flag to indicate if offer is a secondary offer (1 = Yes)' + + + GenerationMaximum(dt,o) 'Maximum generation level associated with the generation offer (MW)' + GenerationMinimum(dt,o) 'Minimum generation level associated with the generation offer (MW)' + GenerationEndUp(dt,o) 'MW generation level associated with the offer at the end of the trading period assuming ramp rate up' + GenerationEndDown(dt,o) 'MW generation level associated with the offer at the end of the trading period assuming ramp rate down' + RampTimeUp(dt,o) 'Minimum of the trading period length and time to ramp up to maximum (Minutes)' + RampTimeDown(dt,o) 'Minimum of the trading period length and time to ramp down to minimum (Minutes)' + +* Reserve offer + ResOfrPct(dt,o,blk,resC) 'The percentage of the MW block available for PLSR of class FIR or SIR' + ResOfrPrice(dt,o,blk,resC,resT) 'The price of the reserve of the different reserve classes and types ($/MW)' + ResOfrMW(dt,o,blk,resC,resT) 'The maximum MW offered reserve for the different reserve classes and types (MW)' +* Demand + RequiredLoad(dt,n) 'Nodal demand for the current trading period in MW' +* Bid + DemBidMW(dt,bd,blk) 'Demand bid block in MW' + DemBidPrice(dt,bd,blk) 'Purchase bid price in $/MW' + DemBidILRMW(dt,bd,blk,resC) 'Purchase bid ILR block in MW for the different reserve classes' + DemBidILRPrice(dt,bd,blk,resC) 'Purchase bid ILR price in $/MW for the different reserve classes' +* Network + branchResistance(dt,br) 'Resistance of the a branch for the current trading period in per unit' + branchSusceptance(dt,br) 'Susceptance (inverse of reactance) of a branch for the current trading period in per unit' + branchFixedLoss(dt,br) 'Fixed loss of the a branch for the current trading period in MW' + branchLossBlocks(dt,br) 'Number of blocks in the loss curve for the a branch in the current trading period' + lossSegmentMW(dt,br,los,fd) 'MW capacity of each loss segment' + lossSegmentFactor(dt,br,los,fd) 'Loss factor of each loss segment' + ACBranchLossMW(dt,br,los,fd) 'MW element of the loss segment curve in MW' + ACBranchLossFactor(dt,br,los,fd) 'Loss factor element of the loss segment curve' + HVDCBreakPointMWFlow(dt,br,bp,fd) 'Value of power flow on the HVDC at the break point' + HVDCBreakPointMWLoss(dt,br,bp,fd) 'Value of variable losses on the HVDC at the break point' + +* Risk/Reserve + IslandRiskAdjustmentFactor(dt,isl,resC,riskC) 'Risk adjustment factor for each island, reserve class and risk class' + FreeReserve(dt,isl,resC,riskC) 'MW free reserve for each island, reserve class and risk class' + HVDCpoleRampUp(dt,isl,resC,riskC) 'HVDC pole MW ramp up capability for each island, reserve class and risk class' + +* NMIR parameters +* The follwing are new input for NMIR + reserveRoundPower(dt,resC) 'Database flag that disables round power under certain circumstances' + reserveShareEnabled(dt,resC) 'Database flag if reserve class resC is sharable' + modulationRiskClass(dt,riskC) 'HVDC energy modulation due to frequency keeping action' + roundPower2MonoLevel(dt) 'HVDC sent value above which one pole is stopped and therefore FIR cannot use round power' + bipole2MonoLevel(dt) 'HVDC sent value below which one pole is available to start in the opposite direction and therefore SIR can use round power' + MonopoleMinimum(dt) 'The lowest level that the sent HVDC sent can ramp down to when round power is not available.' + HVDCControlBand(dt,rd) 'Modulation limit of the HVDC control system apply to each HVDC direction' + HVDClossScalingFactor(dt) 'Losses used for full voltage mode are adjusted by a factor of (700/500)^2 for reduced voltage operation' + sharedNFRFactor(dt) 'Factor that is applied to [sharedNFRLoad - sharedNFRLoadOffset] as part of the calculation of sharedNFRMax' + sharedNFRLoadOffset(dt,isl) 'Island load that does not provide load damping, e.g., Tiwai smelter load in the South Island. Subtracted from the sharedNFRLoad in the calculation of sharedNFRMax.' + effectiveFactor(dt,isl,resC,riskC) 'Estimate of the effectiveness of the shared reserve once it has been received in the risk island.' + RMTReserveLimitTo(dt,isl,resC) 'The shared reserve limit used by RMT when it calculated the NFRs. Applied as a cap to the value that is calculated for SharedNFRMax.' +* The follwing are calculated parameters for NMIR + reserveShareEnabledOverall(dt) 'An internal parameter based on the FIR and SIR enabled, and used as a switch in various places' + modulationRisk(dt) 'Max of HVDC energy modulation due to frequency keeping action' + roPwrZoneExit(dt,resC) 'Above this point there is no guarantee that HVDC sent can be reduced below MonopoleMinimum.' + sharedNFRLoad(dt,isl) 'Island load, calculated in pre-processing from the required load and the bids. Used as an input to the calculation of SharedNFRMax.' + sharedNFRMax(dt,isl) 'Amount of island free reserve that can be shared through HVDC' + numberOfPoles(dt,isl) 'Number of HVDC poles avaialbe to send energy from an island' + monoPoleCapacity(dt,isl,br) 'Maximum capacity of monopole defined by min of branch capacity and monopole constraint RHS' + biPoleCapacity(dt,isl) 'Maximum capacity of bipole defined by bipole constraint RHS' + HVDCMax(dt,isl) 'Max HVDC flow based on available poles and branch group constraints RHS' + HVDCCapacity(dt,isl) 'Total sent capacity of HVDC based on available poles' + HVDCResistance(dt,isl) 'Estimated resistance of HVDC flow sent from an island' + HVDClossSegmentMW(dt,isl,los) 'MW capacity of each loss segment applied to aggregated HVDC capacity' + HVDClossSegmentFactor(dt,isl,los) 'Loss factor of each loss segment applied to to aggregated HVDC loss' + HVDCSentBreakPointMWFlow(dt,isl,los) 'Value of total HVDC sent power flow at the break point --> lambda segment loss model' + HVDCSentBreakPointMWLoss(dt,isl,los) 'Value of ariable losses of the total HVDC sent at the break point --> lambda segment loss model' + HVDCReserveBreakPointMWFlow(dt,isl,los) 'Value of total HVDC sent power flow + reserve at the break point --> lambda segment loss model' + HVDCReserveBreakPointMWLoss(dt,isl,los) 'Value of post-contingent variable HVDC losses at the break point --> lambda segment loss model' +* The follwing are flag and scalar for testing + UseShareReserve 'Flag to indicate if the reserve share is applied' + BigM 'Big M value to be applied for single active segment HVDC loss model' /10000/ +* NMIR parameters end + +* Branch constraint + BranchConstraintSense(dt,brCstr) 'Branch security constraint sense for the current trading period (-1:<=, 0:= 1:>=)' + BranchConstraintLimit(dt,brCstr) 'Branch security constraint limit for the current trading period' + +* Market node constraint + MNodeConstraintSense(dt,MnodeCstr) 'Market node constraint sense for the current trading period' + MNodeConstraintLimit(dt,MnodeCstr) 'Market node constraint limit for the current trading period' + + +* Post-processing + useBranchFlowMIP(dt) 'Flag to indicate if integer constraints are needed in the branch flow model: 1 = Yes' + +* Real Time Pricing + ScarcityEnrgLimit(dt,n,blk) 'Bus energy scarcity limits' + ScarcityEnrgPrice(dt,n,blk) 'Bus energy scarcity prices vs limits' + + +* Real Time Pricing - Calculated parameters + InitialLoad(dt,n) 'Value that represents the Pnode load MW at the start of the solution interval. Depending on the inputs this value will be either actual load, an operator applied override or an estimated initial load' + LoadIsScalable(dt,n) 'Binary value. If True then the Pnode InitialLoad will be scaled in order to calculate nodedemand, if False then Pnode InitialLoad will be directly assigned to nodedemand' + LoadScalingFactor(dt,isl) 'Island-level scaling factor applied to InitialLoad in order to calculate nodedemand' + TargetTotalLoad(dt,isl) 'Island-level MW load forecast' + LoadCalcLosses(dt,isl) 'Island-level MW losses used to calculate the Island-level load forecast from the InputIPS and the IslandPSD. 1st loop --> InitialLosses, 2nd solve loop --> SystemLosses as calculated in section 6.3' + EstimatedInitialLoad(dt,n) 'Calculated estimate of initial MW load, available to be used as an alternative to InputInitialLoad' + EstScalingFactor(dt,isl) 'Scaling applied to ConformingFactor load MW in order to calculate EstimatedInitialLoad' + EstLoadIsScalable(dt,n) 'Binary value. If True then ConformingFactor load MW will be scaled in order to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be assigned directly to EstimatedInitialLoad' + EstNonScalableLoad(dt,n) 'For a non-conforming Pnode this will be the NonConformingLoad MW input, for a conforming Pnode this will be the ConformingFactor MW input if that value is negative, otherwise it will be zero' + EstScalableLoad(dt,n) 'For a non-conforming Pnode this value will be zero. For a conforming Pnode this value will be the ConformingFactor if it is non-negative, otherwise this value will be zero' + ; + +Scalars +* Violation penalties +* These violation penalties are not specified in the model formulation document (ver.4.3) but are specified in the +* document "Resolving Infeasibilities & High Spring Washer Price situations - an overview" available at www.systemoperator.co.nz/n2766,264.html + deficitBusGenerationPenalty 'Bus deficit violation penalty' /500000/ + surplusBusGenerationPenalty 'Bus surplus violation penalty' /500000/ + deficitBrCstrPenalty 'Deficit branch group constraint violation penalty' /650000/ + surplusBrCstrPenalty 'Surplus branch group constraint violation penalty' /650000/ + deficitGnrcCstrPenalty 'Deficit generic constraint violation penalty' /710000/ + surplusGnrcCstrPenalty 'Surplus generic constraint violation penalty' /710000/ + deficitRampRatePenalty 'Deficit ramp rate violation penalty' /850000/ + surplusRampRatePenalty 'Surplus ramp rate violation penalty' /850000/ + deficitBranchFlowPenalty 'Deficit branch flow violation penalty' /600000/ + surplusBranchFlowPenalty 'Surplus branch flow violation penalty' /600000/ + deficitMnodeCstrPenalty 'Deficit market node constraint violation penalty' /700000/ + surplusMnodeCstrPenalty 'Surplus market node constraint violation penalty' /700000/ + DeficitReservePenalty_CE '6s and 60s CE reserve deficit violation penalty' /100000/ + DeficitReservePenalty_ECE '6s and 60s ECE reserve deficit violation penalty' /800000/ + ; + + +*=================================================================================== +* 3. Declare model variables and constraints, and initialise constraints +*=================================================================== ================ + +* VARIABLES - UPPER CASE +* Equations, parameters and everything else - lower or mixed case + +* Model formulation originally based on the SPD model formulation version 4.3 (15 Feb 2008) and amended as indicated + +Variables + NETBENEFIT 'Defined as the difference between the consumer surplus and producer costs adjusted for penalty costs' +* Risk + ISLANDRISK(dt,isl,resC,riskC) 'Island MW risk for the different reserve and risk classes' + GENISLANDRISK(dt,isl,o,resC,riskC) 'Island MW risk for different risk setting generators' + GENISLANDRISKGROUP(dt,isl,rg,resC,riskC) 'Island MW risk for different risk group - SPD version 11.0' + HVDCGENISLANDRISK(dt,isl,o,resC,riskC) 'Island MW risk for different risk setting generators + HVDC' + HVDCMANISLANDRISK(dt,isl,resC,riskC) 'Island MW risk for manual risk + HVDC' + HVDCREC(dt,isl) 'Total net pre-contingent HVDC MW flow received at each island' + RISKOFFSET(dt,isl,resC,riskC) 'MW offset applied to the raw risk to account for HVDC pole rampup, AUFLS, free reserve and non-compliant generation' + +* NMIR free variables + HVDCRESERVESENT(dt,isl,resC,rd) 'Total net post-contingent HVDC MW flow sent from an island applied to each reserve class' + HVDCRESERVELOSS(dt,isl,resC,rd) 'Post-contingent HVDC loss of energy + reserve sent from an island applied to each reserve class' +* NMIR free variables end + +* Network + ACNODENETINJECTION(dt,b) 'MW injection at buses corresponding to AC nodes' + ACBRANCHFLOW(dt,br) 'MW flow on undirected AC branch' + ACNODEANGLE(dt,b) 'Bus voltage angle' + +* Demand bids can be either positive or negative from v6.0 of SPD formulation (with DSBF) +* The lower bound of the free variable is updated in vSPDSolve.gms to allow backward compatibility +* Note the formulation now refers to this as Demand. So Demand (in SPD formulation) = Purchase (in vSPD code) + PURCHASE(dt,bd) 'Total MW purchase scheduled' + PURCHASEBLOCK(dt,bd,blk) 'MW purchase scheduled from the individual trade blocks of a bid' + + ; + +Positive variables +* system cost and benefit + SYSTEMBENEFIT(dt) 'Total purchase bid benefit by period' + SYSTEMCOST(dt) 'Total generation and reserve costs by period' + SYSTEMPENALTYCOST(dt) 'Total violation costs by period' + TOTALPENALTYCOST 'Total violation costs' + SCARCITYCOST(dt) 'Total scarcity Cost' +* scarcity variables + ENERGYSCARCITYBLK(dt,n,blk) 'Block energy scarcity cleared at bus b' + ENERGYSCARCITYNODE(dt,n) 'Energy scarcity cleared at bus b' + + RESERVESHORTFALLBLK(dt,isl,resC,riskC,blk) 'Block reserve shortfall by risk class (excluding genrisk and HVDC secondary risk)' + RESERVESHORTFALL(dt,isl,resC,riskC) 'Reserve shortfall by risk class (excluding genris kand HVDC secondary risk)' + + RESERVESHORTFALLUNITBLK(dt,isl,o,resC,riskC,blk) 'Block reserve shortfall by risk generation unit (applied to genrisk and HVDC secondary risk)' + RESERVESHORTFALLUNIT(dt,isl,o,resC,riskC) 'Reserve shortfall by risk generation unit (applied to genrisk and HVDC secondary risk)' + + RESERVESHORTFALLGROUPBLK(dt,isl,rg,resC,riskC,blk) 'Block Reserve shortfall by risk group (applied to genrisk and HVDC secondary risk)' + RESERVESHORTFALLGROUP(dt,isl,rg,resC,riskC) 'Reserve shortfall by risk risk group (applied to genrisk and HVDC secondary risk)' + +* Generation + GENERATION(dt,o) 'Total MW generation scheduled from an offer' + GENERATIONBLOCK(dt,o,blk) 'MW generation scheduled from the individual trade blocks of an offer' + GENERATIONUPDELTA(dt,o) 'Total increase in MW generation scheduled from an offer' + GENERATIONDNDELTA(dt,o) 'Total decrease in MW generation scheduled from an offer' +* Reserve + RESERVE(dt,o,resC,resT) 'MW Reserve scheduled from an offer' + RESERVEBLOCK(dt,o,blk,resC,resT) 'MW Reserve scheduled from the individual trade blocks of an offer' + ISLANDRESERVE(dt,isl,resC) 'Total island cleared reserve' + +* NMIR positive variables + SHAREDNFR(dt,isl) 'Amount of free load reserve being shared from an island' + SHAREDRESERVE(dt,isl,resC) 'Amount of cleared reserve from an island being shared to the other island' + HVDCSENT(dt,isl) 'Directed pre-contingent HVDC MW flow sent from each island' + HVDCSENTLOSS(dt,isl) 'Energy loss for HVDC flow sent from an island' + RESERVESHAREEFFECTIVE(dt,isl,resC,riskC) 'Effective shared reserve received at island after adjusted for losses and effectiveness factor' + RESERVESHARERECEIVED(dt,isl,resC,rd) 'Directed shared reserve received at island after adjusted for losses' + RESERVESHARESENT(dt,isl,resC,rd) 'Directed shared reserve sent from and island' + RESERVESHAREPENALTY(dt) 'Penalty cost for excessive reserve sharing' +* Tuong Nguyen added on 24 Feb 2021 to correct the calculation of RESERVESHAREPENALTY + RESERVESHAREEFFECTIVE_CE(dt,isl,resC) 'Max effective shared reserve for CE risk received at island after adjusted for losses and effectiveness factor' + RESERVESHAREEFFECTIVE_ECE(dt,isl,resC) 'Max effective shared reserve for ECE risk received at island after adjusted for losses and effectiveness factor' +* NMIR positive variables end + +* Network + HVDCLINKFLOW(dt,br) 'MW flow at the sending end scheduled for the HVDC link' + HVDCLINKLOSSES(dt,br) 'MW losses on the HVDC link' + LAMBDA(dt,br,bp) 'Non-negative weight applied to the breakpoint of the HVDC link' + ACBRANCHFLOWDIRECTED(dt,br,fd) 'MW flow on the directed branch' + ACBRANCHLOSSESDIRECTED(dt,br,fd) 'MW losses on the directed branch' + ACBRANCHFLOWBLOCKDIRECTED(dt,br,los,fd) 'MW flow on the different blocks of the loss curve' + ACBRANCHLOSSESBLOCKDIRECTED(dt,br,los,fd) 'MW losses on the different blocks of the loss curve' +* Violations + DEFICITBUSGENERATION(dt,b) 'Deficit generation at a bus in MW' + SURPLUSBUSGENERATION(dt,b) 'Surplus generation at a bus in MW' + DEFICITBRANCHSECURITYCONSTRAINT(dt,brCstr) 'Deficit branch security constraint in MW' + SURPLUSBRANCHSECURITYCONSTRAINT(dt,brCstr) 'Surplus branch security constraint in MW' + DEFICITRAMPRATE(dt,o) 'Deficit ramp rate in MW' + SURPLUSRAMPRATE(dt,o) 'Surplus ramp rate in MW' + DEFICITBRANCHFLOW(dt,br) 'Deficit branch flow in MW' + SURPLUSBRANCHFLOW(dt,br) 'Surplus branch flow in MW' + DEFICITMNODECONSTRAINT(dt,MnodeCstr) 'Deficit market node constraint in MW' + SURPLUSMNODECONSTRAINT(dt,MnodeCstr) 'Surplus market node constraint in MW' +* Seperate CE and ECE violation variables to support different CVPs for CE and ECE + DEFICITRESERVE_CE(dt,isl,resC) 'Deficit CE reserve generation in each island for each reserve class in MW' + DEFICITRESERVE_ECE(dt,isl,resC) 'Deficit ECE reserve generation in each island for each reserve class in MW' + + ; + +Binary variables +* NMIR binary variables + HVDCSENDING(dt,isl) 'Binary variable indicating if island isl is the sending end of the HVDC flow. 1 = Yes.' + INZONE(dt,isl,resC,z) 'Binary variable (1 = Yes ) indicating if the HVDC flow is in a zone (z) that facilitates the appropriate quantity of shared reserves in the reverse direction to the HVDC sending island isl for reserve class resC.' + HVDCSENTINSEGMENT(dt,isl,los) 'Binary variable to decide which loss segment HVDC flow sent from an island falling into --> active segment loss model' +* NMIR binary variables end + ; + +SOS1 Variables + ACBRANCHFLOWDIRECTED_INTEGER(dt,br,fd) 'Integer variables used to select branch flow direction in the event of circular branch flows (3.8.1)' + HVDCLINKFLOWDIRECTED_INTEGER(dt,fd) 'Integer variables used to select the HVDC branch flow direction on in the event of S->N (forward) and N->S (reverse) flows (3.8.2)' +* Integer varaible to prevent intra-pole circulating branch flows + HVDCPOLEFLOW_INTEGER(dt,pole,fd) 'Integer variables used to select the HVDC pole flow direction on in the event of circulating branch flows within a pole' + ; + +SOS2 Variables + LAMBDAINTEGER(dt,br,bp) 'Integer variables used to enforce the piecewise linear loss approxiamtion on the HVDC links' + LAMBDAHVDCENERGY(dt,isl,bp) 'Integer variables used to enforce the piecewise linear loss approxiamtion (NMIR) on the HVDC links' + LAMBDAHVDCRESERVE(dt,isl,resC,rd,rsbp) 'Integer variables used to enforce the piecewise linear loss approxiamtion (NMIR) on the HVDC links' + ; + + +Equations + ObjectiveFunction 'Objective function of the dispatch model (5.1.1.1)' +* Cost and benefit breaking down + SystemBenefitDefinition(dt) 'Defined as the sum of the purcahse bid benefit' + SystemCostDefinition(dt) 'Defined as the sum of the generation and reserve costs' + SystemPenaltyCostDefinition(dt) 'Defined as the sum of the individual violation costs' + TotalViolationCostDefinition 'Deined as the sume of period violation cost - (for reporting)' + TotalScarcityCostDefinition(dt) 'Deined as the sume of scarcity cost' + + +* Offer and purchase constraints + GenerationOfferDefintion(dt,o) 'Definition of generation provided by an offer (6.1.1.2)' + DemBidDefintion(dt,bd) 'Definition of purchase provided by a bid (6.1.1.6)' + EnergyScarcityDefinition(dt,n) 'Definition of bus energy scarcity (6.1.1.8)' + +* Ramping constraints + GenerationRampUp(dt,o) 'Maximum movement of the generator upwards due to up ramp rate (6.2.1.1)' + GenerationRampDown(dt,o) 'Maximum movement of the generator downwards due to down ramp rate (6.2.1.2)' + +* Generation change penalty for RTD and RTDP + GenerationChangeUpDown(dt,o) 'Calculate the MW of generation increase/decrease' + +* HVDC transmission constraints + HVDClinkMaximumFlow(dt,br) 'Maximum flow on each HVDC link (6.3.1.1)' + HVDClinkLossDefinition(dt,br) 'Definition of losses on the HVDC link (6.3.1.2)' + HVDClinkFlowDefinition(dt,br) 'Definition of MW flow on the HVDC link (6.3.1.3)' + LambdaDefinition(dt,br) 'Definition of weighting factor (6.3.1.4)' + +* HVDC transmission constraints to resolve non-physical loss and circular flow +* These constraints are not explicitly formulated in SPD formulation +* But you can find the description in "Post-Solve Checks" + HVDClinkFlowIntegerDefinition1(dt) 'Definition 1 of the integer HVDC link flow variable )' + HVDClinkFlowIntegerDefinition2(dt,fd) 'Definition 2 of the integer HVDC link flow variable' + HVDClinkFlowIntegerDefinition3(dt,pole) 'Definition 4 of the HVDC pole integer varaible to prevent intra-pole circulating branch flows' + HVDClinkFlowIntegerDefinition4(dt,pole,fd) 'Definition 4 of the HVDC pole integer varaible to prevent intra-pole circulating branch flows' + LambdaIntegerDefinition1(dt,br) 'Definition of weighting factor when branch integer constraints are needed' + LambdaIntegerDefinition2(dt,br,los) 'Definition of weighting factor when branch integer constraints are needed' + +* AC transmission constraints + ACnodeNetInjectionDefinition1(dt,b) '1st definition of the net injection at buses corresponding to AC nodes (6.4.1.1)' + ACnodeNetInjectionDefinition2(dt,b) '2nd definition of the net injection at buses corresponding to AC nodes (6.4.1.2)' + ACBranchMaximumFlow(dt,br,fd) 'Maximum flow on the AC branch (6.4.1.3)' + ACBranchFlowDefinition(dt,br) 'Relationship between directed and undirected branch flow variables (6.4.1.4)' + LinearLoadFlow(dt,br) 'Equation that describes the linear load flow (6.4.1.5)' + ACBranchBlockLimit(dt,br,los,fd) 'Limit on each AC branch flow block (6.4.1.6)' + ACDirectedBranchFlowDefinition(dt,br,fd) 'Composition of the directed branch flow from the block branch flow (6.4.1.7)' + ACBranchLossCalculation(dt,br,los,fd) 'Calculation of the losses in each loss segment (6.4.1.8)' + ACDirectedBranchLossDefinition(dt,br,fd) 'Composition of the directed branch losses from the block branch losses (6.4.1.9)' + +* AC transmission constraints to resolve circular flow + ACDirectedBranchFlowIntegerDefinition1(dt,br) 'Integer constraint to enforce a flow direction on loss AC branches in the presence of circular branch flows or non-physical losses' + ACDirectedBranchFlowIntegerDefinition2(dt,br,fd) 'Integer constraint to enforce a flow direction on loss AC branches in the presence of circular branch flows or non-physical losses' + +* Risk + RiskOffsetCalculation_DCCE(dt,isl,resC,riskC) 'Calculation of the risk offset variable for the DCCE risk class. (6.5.1.1)' + RiskOffsetCalculation_DCECE(dt,isl,resC,riskC) 'Calculation of the risk offset variable for the DCECE risk class. (6.5.1.3)' + HVDCRecCalculation(dt,isl) 'Calculation of the net received HVDC MW flow into an island (6.5.1.4)' + HVDCIslandRiskCalculation(dt,isl,resC,riskC) 'Calculation of the island risk for a DCCE and DCECE (6.5.1.5)' + + GenIslandRiskCalculation(dt,isl,o,resC,riskC) 'Calculation of the island risk for risk setting generators (6.5.1.6)' + GenIslandRiskCalculation_1(dt,isl,o,resC,riskC) 'Calculation of the island risk for risk setting generators (6.5.1.6)' + ManualIslandRiskCalculation(dt,isl,resC,riskC) 'Calculation of the island risk based on manual specifications (6.5.1.7)' + HVDCIslandSecRiskCalculation_GEN(dt,isl,o,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to an AC risk (6.5.1.8)' + HVDCIslandSecRiskCalculation_GEN_1(dt,isl,o,resC,riskC)'Calculation of the island risk for an HVDC secondary risk to an AC risk (6.5.1.8)' + HVDCIslandSecRiskCalculation_Manual(dt,isl,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to a manual risk (6.5.1.9)' + HVDCIslandSecRiskCalculation_Manu_1(dt,isl,resC,riskC) 'Calculation of the island risk for an HVDC secondary risk to a manual risk (6.5.1.9)' + GenIslandRiskGroupCalculation(dt,isl,rg,resC,riskC) 'Calculation of the island risk of risk group (6.5.1.10)' + GenIslandRiskGroupCalculation_1(dt,isl,rg,resC,riskC) 'Calculation of the risk of risk group (6.5.1.10)' + +* General NMIR equations + EffectiveReserveShareCalculation(dt,isl,resC,riskC) '6.5.2.1 : Calculation of effective shared reserve' + SharedReserveLimitByClearedReserve(dt,isl,resC) '6.5.2.2 : Shared offered reserve is limited by cleared reserved' + BothClearedAndFreeReserveCanBeShared(dt,isl,resC,rd) '6.5.2.4 : Shared reserve is covered by cleared reserved and shareable free reserve' + ReserveShareSentLimitByHVDCControlBand(dt,isl,resC,rd) '6.5.2.5 : Reserve share sent from an island is limited by HVDC control band' + FwdReserveShareSentLimitByHVDCCapacity(dt,isl,resC,rd) '6.5.2.6 : Forward reserve share sent from an island is limited by HVDC capacity' + ReverseReserveOnlyToEnergySendingIsland(dt,isl,resC,rd) '6.5.2.7 : Shared reserve sent in reverse direction is possible only if the island is not sending energy through HVDC' + ReverseReserveShareLimitByHVDCControlBand(dt,isl,resC,rd) '6.5.2.8 : Reverse reserve share recieved at an island is limited by HVDC control band' + ForwardReserveOnlyToEnergyReceivingIsland(dt,isl,resC,rd) '6.5.2.9 : Forward received reserve is possible if in the same direction of HVDC ' + ReverseReserveLimitInReserveZone(dt,isl,resC,rd,z) '6.5.2.10: Reverse reserve constraint if HVDC sent flow in reverse zone' + ZeroReserveInNoReserveZone(dt,isl,resC,z) '6.5.2.11 & 6.5.2.18: No reverse reserve if HVDC sent flow in no reverse zone and no forward reserve if round power disabled' + OnlyOneActiveHVDCZoneForEachReserveClass(dt,resC) '6.5.2.12: Across both island, one and only one zone is active for each reserve class' + ZeroSentHVDCFlowForNonSendingIsland(dt,isl) '6.5.2.13: Directed HVDC sent from an island, if non-zero, must fall in a zone for each reserve class' + RoundPowerZoneSentHVDCUpperLimit(dt,isl,resC,z) '6.5.2.14: Directed HVDC sent from an island <= RoundPowerZoneExit level if in round power zone of that island' + HVDCSendingIslandDefinition(dt,isl,resC) '6.5.2.15: An island is HVDC sending island if HVDC flow sent is in one of the three zones for each reserve class ' + OnlyOneSendingIslandExists(dt) '6.5.2.19: One and only one island is HVDC sending island' + HVDCSentCalculation(dt,isl) '6.5.2.20: Total HVDC sent from each island' + +* Lamda loss model + HVDCFlowAccountedForForwardReserve(dt,isl,resC,rd) '6.5.2.21: HVDC flow sent from an island taking into account forward sent reserve' + ForwardReserveReceivedAtHVDCReceivingIsland(dt,isl,resC,rd) '6.5.2.22: Forward reserve RECEIVED at an HVDC receiving island' + HVDCFlowAccountedForReverseReserve(dt,isl,resC,rd) '6.5.2.23: HVDC flow sent from an island taking into account reverse received reserve' + ReverseReserveReceivedAtHVDCSendingIsland(dt,isl,resC,rd) '6.5.2.24: Reverse reserve RECEIVED at an HVDC sending island' + HVDCSentEnergyLambdaDefinition(dt,isl) '6.5.2.25: Definition of weight factor for total HVDC energy sent from an island' + HVDCSentEnergyFlowDefinition(dt,isl) '6.5.2.26: Lambda definition of total HVDC energy flow sent from an island' + HVDCSentEnergyLossesDefinition(dt,isl) '6.5.2.27: Lambda definition of total loss of HVDC energy sent from an island' + HVDCSentReserveLambdaDefinition(dt,isl,resC,rd) '6.5.2.28: Definition of weight factor for total HVDC+reserve sent from an island' + HVDCSentReserveFlowDefinition(dt,isl,resC,rd) '6.5.2.29: Lambda definition of Reserse + Energy flow on HVDC sent from an island' + HVDCSentReserveLossesDefinition(dt,isl,resC,rd) '6.5.2.30: Lambda definition of Reserse + Energy loss on HVDC sent from an island' + +* Reserve share penalty +* Tuong Nguyen added on 24 Feb 2021 to correct the calculation + ReserveShareEffective_CE_Calculation(dt,isl,resC,riskC) '6.5.2.31: Calculate max effective shared reserve for CE risk received at island' + ReserveShareEffective_ECE_Calculation(dt,isl,resC,riskC) '6.5.2.31: Calculate max effective shared reserve for ECE risk received at island' + ExcessReserveSharePenalty(dt) '6.5.2.31: Constraint to avoid excessive reserve share' + +* Reserve + PLSRReserveProportionMaximum(dt,o,blk,resC,resT) '6.5.3.1: Maximum PLSR as a proportion of the block MW' + ReserveOfferDefinition(dt,o,resC,resT) '6.5.3.3: Definition of the reserve offers of different classes and types' + EnergyAndReserveMaximum(dt,o,resC) '6.5.3.4: Definition of maximum energy and reserves from each generator' + +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation(dt,isl,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for DCCE risk' + ManualRiskReserveShortFallCalculation(dt,isl,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for Manual risk' + GenRiskReserveShortFallCalculation(dt,isl,o,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for generation risk unit' + HVDCsecRiskReserveShortFallCalculation(dt,isl,o,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for generation unit + HVDC risk' + HVDCsecManualRiskReserveShortFallCalculation(dt,isl,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for Manual risk + HVDC risk' + RiskGroupReserveShortFallCalculation(dt,isl,rg,resC,RiskC) '6.5.4.2: Total Reserve Shortfall for Risk Group' + +* Matching of reserve requirement and availability + IslandReserveCalculation(dt,isl,resC) '6.5.5.1: Calculate total island cleared reserve' + SupplyDemandReserveRequirement(dt,isl,resC,riskC) '6.5.5.2&3: Matching of reserve supply and demand' + +* Branch security constraints + BranchSecurityConstraintLE(dt,brCstr) '6.6.1.5: Branch security constraint with LE sense' + BranchSecurityConstraintGE(dt,brCstr) '6.6.1.5: Branch security constraint with GE sense' + BranchSecurityConstraintEQ(dt,brCstr) '6.6.1.5: Branch security constraint with EQ sense' + +* Market node security constraints + MNodeSecurityConstraintLE(dt,MnodeCstr) '6.6.1.7: Market node security constraint with LE sense' + MNodeSecurityConstraintGE(dt,MnodeCstr) '6.6.1.7: Market node security constraint with GE sense' + MNodeSecurityConstraintEQ(dt,MnodeCstr) '6.6.1.7: Market node security constraint with EQ sense' + + ; + +* OBJECTIVE FUNCTION (5.1.1.1) +ObjectiveFunction.. + NETBENEFIT +=e= + sum[ t, SYSTEMBENEFIT(t) - SYSTEMCOST(t) - SCARCITYCOST(t) + - SYSTEMPENALTYCOST(t) - RESERVESHAREPENALTY(t) ] + + sum[(t,n,blk), ScarcityEnrgLimit(t,n,blk) * ScarcityEnrgPrice(t,n,blk)] + ; + +* Defined as the net sum of generation cost + reserve cost +SystemCostDefinition(t).. + SYSTEMCOST(t) +=e= + sum[ genOfrBlk(t,o,blk) + , GENERATIONBLOCK(genOfrBlk) + * EnrgOfrPrice(genOfrBlk) ] ++ sum[ resOfrBlk(t,o,blk,resC,resT) + , RESERVEBLOCK(resOfrBlk) + * ResOfrPrice(resOfrBlk) ] + ; + +* Defined as the net sum of dispatchable load benefit +SystemBenefitDefinition(t).. + SYSTEMBENEFIT(t) +=e= + sum[ demBidBlk(t,bd,blk) + , PURCHASEBLOCK(demBidBlk) + * DemBidPrice(demBidBlk) ] + ; + +* Defined as the sum of the individual violation costs +SystemPenaltyCostDefinition(t).. + SYSTEMPENALTYCOST(t) +=e= + sum[ bus(t,b), deficitBusGenerationPenalty * DEFICITBUSGENERATION(bus) + + surplusBusGenerationPenalty * SURPLUSBUSGENERATION(bus) ] + ++ sum[ branch(t,br), surplusBranchFlowPenalty * SURPLUSBRANCHFLOW(branch) ] + ++ sum[ offer(t,o), deficitRampRatePenalty * DEFICITRAMPRATE(offer) + + surplusRampRatePenalty * SURPLUSRAMPRATE(Offer) ] + ++ sum[ BranchConstraint(t,brCstr) + , deficitBrCstrPenalty * DEFICITBRANCHSECURITYCONSTRAINT(t,brCstr) + + surplusBrCstrPenalty * SURPLUSBRANCHSECURITYCONSTRAINT(t,brCstr) ] + ++ sum[ MNodeConstraint(t,MnodeCstr) + , deficitMnodeCstrPenalty * DEFICITMNODECONSTRAINT(MNodeConstraint) + + surplusMnodeCstrPenalty * SURPLUSMNODECONSTRAINT(MNodeConstraint) ] + ++ sum[ (isl,resC) + , [DeficitReservePenalty_CE * DEFICITRESERVE_CE(t,isl,resC) ] + + [DeficitReservePenalty_ECE * DEFICITRESERVE_ECE(t,isl,resC)] + ] + ++ sum[ o $ { (StudyMode = 101) or (StudyMode = 201) } + , 0.0005 * ( GENERATIONUPDELTA(t,o) + GENERATIONDNDELTA(t,o) ) + ] + ; + +* Defined as the sum of the individual violation costs (for reporting) +TotalViolationCostDefinition.. + TOTALPENALTYCOST =e= sum[ t, SYSTEMPENALTYCOST(t) ] ; + +* Deined as the sume of scarcity cost +TotalScarcityCostDefinition(t).. + SCARCITYCOST(t) +=e= + sum[ (n,blk), ScarcityEnrgPrice(t,n,blk) * ENERGYSCARCITYBLK(t,n,blk) ] + ++ sum[ (isl,resC,riskC,blk) $ HVDCrisk(riskC) + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ++ sum[ (isl,resC,riskC,blk) $ ManualRisk(riskC) + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ++ sum[ (isl,o,resC,riskC,blk) $ { GenRisk(riskC) + and islandRiskGenerator(t,isl,o) } + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLUNITBLK(t,isl,o,resC,riskC,blk) ] + ++ sum[ (isl,o,resC,riskC,blk) $ { HVDCsecRisk(riskC) + and islandRiskGenerator(t,isl,o) } + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLUNITBLK(t,isl,o,resC,riskC,blk) ] + ++ sum[ (isl, resC,riskC,blk) $ HVDCsecRisk(riskC) + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ++ sum[ (isl,rg,resC,riskC,blk) $ GenRisk(riskC) + , ScarcityResrvIslandPrice(t,isl,resC,blk) + * RESERVESHORTFALLGROUPBLK(t,isl,rg,resC,riskC,blk) ] +; + + +*======= GENERATION AND LOAD CONSTRAINTS ======================================= + +* Definition of generation provided by an offer (6.1.1.2) +GenerationOfferDefintion(offer(t,o)).. + GENERATION(offer) +=e= + sum[ genOfrBlk(offer,blk), GENERATIONBLOCK(offer,blk) ] + ; + +* Definition of purchase provided by a bid (6.1.1.6) +DemBidDefintion(bid(t,bd)).. + PURCHASE(bid) +=e= + sum[ demBidBlk(bid,blk), PURCHASEBLOCK(bid,blk) ] + ; + +* Definition of bus energy scarcity (6.1.1.8) +EnergyScarcityDefinition(t,n).. + ENERGYSCARCITYNODE(t,n) +=e= + sum[ blk, ENERGYSCARCITYBLK(t,n,blk) ] + ; + +*======= GENERATION AND LOAD CONSTRAINTS END =================================== + + + +*======= RAMPING CONSTRAINTS =================================================== +* Note: The CoefficientForRampRate in SPD formulation = intervalDuration / 60 + +* Maximum movement of the generator downwards due to up ramp rate (6.2.1.1) +GenerationRampUp(t,o) $ { posEnrgOfr(t,o) and PrimaryOffer(t,o) }.. + sum[ o1 $ PrimarySecondaryOffer(t,o,o1), GENERATION(t,o1) ] ++ GENERATION(t,o) - DEFICITRAMPRATE(t,o) +=l= + (RampRateUp(t,o) * intervalDuration / 60) + generationStart(t,o) + ; + +* Maximum movement of the generator downwards due to down ramp rate (6.2.1.2) +GenerationRampDown(t,o) $ { posEnrgOfr(t,o) and PrimaryOffer(t,o) }.. + sum[ o1 $ PrimarySecondaryOffer(t,o,o1), GENERATION(t,o1) ] ++ GENERATION(t,o) + SURPLUSRAMPRATE(t,o) +=g= + generationStart(t,o) - (RampRateDn(t,o) * intervalDuration / 60) + ; + +*======= RAMPING CONSTRAINTS END================================================ + + + +*======= GENERATION CHANGE CONSTRAINT ========================================== +* Calculate the MW of generation increase/decrease - only applid for RTD/RTDP +* and this constraint is not documented in SPD formulation document +GenerationChangeUpDown(t,o) $ { (StudyMode = 101) or (StudyMode = 201) }.. + GENERATIONUPDELTA(t,o) - GENERATIONDNDELTA(t,o) +=e= + GENERATION(t,o) - generationStart(t,o); + +*======= GENERATION CHANGE CONSTRAINT END ====================================== + + + +*======= HVDC TRANSMISSION EQUATIONS =========================================== + +* Maximum flow on each HVDC link (6.3.1.1) +HVDClinkMaximumFlow(HVDClink(t,br)) $ useHVDCbranchLimits .. + HVDCLINKFLOW(HVDClink) +=l= + sum[ fd $ ( ord(fd)=1 ), branchCapacity(HVDClink,fd) ] + ; + +* Definition of losses on the HVDC link (6.3.1.2) +HVDClinkLossDefinition(HVDClink(t,br)).. + HVDCLINKLOSSES(HVDClink) +=e= + sum[ validLossSegment(HVDClink,bp,fd) + , HVDCBreakPointMWLoss(HVDClink,bp,fd) * LAMBDA(HVDClink,bp) ] + ; + +* Definition of MW flow on the HVDC link (6.3.1.3) +HVDClinkFlowDefinition(HVDClink(t,br)).. + HVDCLINKFLOW(HVDClink) +=e= + sum[ validLossSegment(HVDClink,bp,fd) + , HVDCBreakPointMWFlow(HVDClink,bp,fd) * LAMBDA(HVDClink,bp) ] + ; + +* Definition of weighting factor (6.3.1.4) +LambdaDefinition(HVDClink(t,br)).. + sum(validLossSegment(HVDClink,bp,fd), LAMBDA(HVDClink,bp)) +=e= + 1 + ; + + +*======= HVDC TRANSMISSION EQUATIONS END ======================================= + + + +*======= HVDC TRANSMISSION EQUATIONS FOR SOS1 VARIABLES ======================== +* HVDC transmission constraints to resolve non-physical loss and circular flow +* These constraints are not explicitly formulated in SPD formulation +* But you can find the description in "Post-Solve Checks + +* Definition 1 of the integer HVDC link flow variable +* HVDC_North_Flow + HVDC_South_Flow +* = BEN_HAY_1_Flow + BEN_HAY_2_Flow + HAY_BEN_1_Flow + HAY_BEN_2_Flow +HVDClinkFlowIntegerDefinition1(t) $ { UseBranchFlowMIP(t) and + resolveCircularBranchFlows }.. + sum[ fd, HVDCLINKFLOWDIRECTED_INTEGER(t,fd) ] +=e= + sum[ HVDCpoleDirection(HVDClink(t,br),fd), HVDCLINKFLOW(HVDClink) ] + ; + +* Definition 2 of the integer HVDC link flow variable +* HVDC_North_Flow = BEN_HAY_1_Flow + BEN_HAY_2_Flow +* HVDC_South_Flow = HAY_BEN_1_Flow + HAY_BEN_2_Flow +HVDClinkFlowIntegerDefinition2(t,fd) $ { UseBranchFlowMIP(t) and + resolveCircularBranchFlows }.. + HVDCLINKFLOWDIRECTED_INTEGER(t,fd) +=e= + sum[ HVDCpoleDirection(HVDClink(t,br),fd), HVDCLINKFLOW(HVDClink) ] + ; + +* Definition of the integer HVDC pole flow variable for intra-pole circulating branch flows +* Pole1_North_Flow + Pole1_South_Flow = BEN_HAY_1_Flow + HAY_BEN_1_Flow +* Pole2_North_Flow + Pole2_South_Flow = BEN_HAY_2_Flow + HAY_BEN_2_Flow +HVDClinkFlowIntegerDefinition3(t,pole) $ { UseBranchFlowMIP(t) and + resolveCircularBranchFlows }.. + sum[ br $ { HVDClink(t,br) + and HVDCpoleBranchMap(pole,br) } , HVDCLINKFLOW(t,br) ] +=e= + sum[ fd, HVDCPOLEFLOW_INTEGER(t,pole,fd) ] + ; + +* Definition of the integer HVDC pole flow variable for intra-pole circulating branch flows +* Pole1_North_Flow = BEN_HAY_1_Flow + HAY_BEN_1_Flow +* Pole1_South_Flow = BEN_HAY_1_Flow + HAY_BEN_1_Flow +* Pole2_North_Flow = BEN_HAY_2_Flow + HAY_BEN_2_Flow +* Pole2_South_Flow = BEN_HAY_2_Flow + HAY_BEN_2_Flow + +HVDClinkFlowIntegerDefinition4(t,pole,fd) $ { UseBranchFlowMIP(t) and + resolveCircularBranchFlows }.. + sum[ HVDCpoleDirection(HVDClink(t,br),fd) $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW(HVDClink) ] +=e= + HVDCPOLEFLOW_INTEGER(t,pole,fd) + ; + +*======= HVDC TRANSMISSION EQUATIONS FOR SOS1 VARIABLES END ==================== + + +*======= HVDC TRANSMISSION EQUATIONS FOR SOS2 VARIABLES ======================== +* Definition 1 of weighting factor when branch integer constraints are needed +LambdaIntegerDefinition1(HVDClink(t,br)) $ { UseBranchFlowMIP(t) and + resolveHVDCnonPhysicalLosses }.. + sum[ validLossSegment(HVDClink,bp,fd), LAMBDAINTEGER(HVDClink,bp) ] +=e= + 1 + ; + +* Definition 2 of weighting factor when branch integer constraints are needed +LambdaIntegerDefinition2(HVDClink(t,br),bp) + $ { UseBranchFlowMIP(t) and resolveHVDCnonPhysicalLosses + and sum[ fd $ validLossSegment(HVDClink,bp,fd), 1] }.. + LAMBDAINTEGER(HVDClink,bp) +=e= + LAMBDA(HVDClink,bp) + ; + +*======= HVDC TRANSMISSION EQUATIONS END ======================================= + + + + +*======= AC TRANSMISSION EQUATIONS ============================================= + +* 1st definition of the net injection at buses corresponding to AC nodes (6.4.1.1) +ACnodeNetInjectionDefinition1(bus(t,b)).. + ACNODENETINJECTION(t,b) +=e= + sum[ ACBranchSendingBus(ACBranch(t,br),b,fd) + , ACBRANCHFLOWDIRECTED(ACBranch,fd) + ] +- sum[ ACBranchReceivingBus(ACBranch(t,br),b,fd) + , ACBRANCHFLOWDIRECTED(ACBranch,fd) + ] + ; + +* 2nd definition of the net injection at buses corresponding to AC nodes (6.4.1.2) +ACnodeNetInjectionDefinition2(bus(t,b)).. + ACNODENETINJECTION(t,b) +=e= + sum[ offerNode(t,o,n) $ NodeBus(t,n,b) + , nodeBusAllocationFactor(t,n,b) * GENERATION(t,o) ] +- sum[ BidNode(t,bd,n) $ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * PURCHASE(t,bd) ] +- sum[ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * RequiredLoad(t,n) ] ++ sum[ HVDClinkReceivingBus(HVDClink(t,br),b), HVDCLINKFLOW(HVDClink) ] +- sum[ HVDClinkReceivingBus(HVDClink(t,br),b), HVDCLINKLOSSES(HVDClink) ] +- sum[ HVDClinkSendingBus(HVDClink(t,br),b) , HVDCLINKFLOW(HVDClink) ] +- sum[ HVDClinkBus(HVDClink(t,br),b), 0.5 * branchFixedLoss(HVDClink) ] +- sum[ ACBranchReceivingBus(ACBranch(t,br),b,fd) + , branchReceivingEndLossProportion + * ACBRANCHLOSSESDIRECTED(ACBranch,fd) ] +- sum[ ACBranchSendingBus(ACBranch(t,br),b,fd) + , (1 - branchReceivingEndLossProportion) + * ACBRANCHLOSSESDIRECTED(ACBranch,fd) ] +- sum[ BranchBusConnect(ACBranch(t,br),b), 0.5*branchFixedLoss(ACBranch) ] ++ DEFICITBUSGENERATION(t,b) - SURPLUSBUSGENERATION(t,b) +* Note that we model energy scarcity as penalty instead of benefit like SPD +* The reason for this is to avoid numerical issues. ++ sum[ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * ENERGYSCARCITYNODE(t,n)] + ; + +* Maximum flow on the AC branch (6.4.1.3) +ACBranchMaximumFlow(ACbranch(t,br),fd) $ useACbranchLimits.. + ACBRANCHFLOWDIRECTED(ACBranch,fd) - SURPLUSBRANCHFLOW(ACBranch) +=l= + branchCapacity(ACBranch,fd) + ; + +* Relationship between directed and undirected branch flow variables (6.4.1.4) +ACBranchFlowDefinition(ACBranch(t,br)).. + ACBRANCHFLOW(ACBranch) +=e= + sum[ fd $ (ord(fd) = 1), ACBRANCHFLOWDIRECTED(ACBranch,fd) ] +- sum[ fd $ (ord(fd) = 2), ACBRANCHFLOWDIRECTED(ACBranch,fd) ] + ; + +* Equation that describes the linear load flow (6.4.1.5) +LinearLoadFlow(ACBranch(t,br)).. + ACBRANCHFLOW(ACBranch) +=e= + branchSusceptance(ACBranch) + * sum[ BranchBusDefn(ACBranch,frB,toB) + , ACNODEANGLE(t,frB) - ACNODEANGLE(t,toB) ] + ; + +* Limit on each AC branch flow block (6.4.1.6) +ACBranchBlockLimit(validLossSegment(ACBranch(t,br),los,fd)).. + ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) +=l= + ACBranchLossMW(ACBranch,los,fd) + ; + +* Composition of the directed branch flow from the block branch flow (6.4.1.7) +ACDirectedBranchFlowDefinition(ACBranch(t,br),fd).. + ACBRANCHFLOWDIRECTED(ACBranch,fd) +=e= + sum[ validLossSegment(ACBranch,los,fd) + , ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) ] + ; + +* Calculation of the losses in each loss segment (6.4.1.8) - Modified for BranchcReverseRatings +ACBranchLossCalculation(validLossSegment(ACBranch(t,br),los,fd)).. + ACBRANCHLOSSESBLOCKDIRECTED(ACBranch,los,fd) +=e= + ACBRANCHFLOWBLOCKDIRECTED(ACBranch,los,fd) + * ACBranchLossFactor(ACBranch,los,fd) + ; + +* Composition of the directed branch losses from the block branch losses (6.4.1.9) +ACDirectedBranchLossDefinition(ACBranch(t,br),fd).. + ACBRANCHLOSSESDIRECTED(ACBranch,fd) +=e= + sum[ validLossSegment(ACBranch,los,fd) + , ACBRANCHLOSSESBLOCKDIRECTED(ACBranch,los,fd) ] + ; + +*======= AC TRANSMISSION EQUATIONS END ========================================= + + + +*======= AC TRANSMISSION EQUATIONS FOR SOS1 VARIABLES ========================== +* AC transmission constraints to resolve circular flow +* These constraints are not explicitly formulated in SPD formulation +* But you can find the description in "Post-Solve Checks" + +* Integer constraint to enforce a flow direction on loss AC branches in the +* presence of circular branch flows or non-physical losses +ACDirectedBranchFlowIntegerDefinition1(ACBranch(lossBranch(t,br))) + $ { UseBranchFlowMIP(t) and resolveCircularBranchFlows }.. + sum[ fd, ACBRANCHFLOWDIRECTED_INTEGER(ACBranch,fd) ] +=e= + sum[ fd, ACBRANCHFLOWDIRECTED(ACBranch,fd) ] + ; + +* Integer constraint to enforce a flow direction on loss AC branches in the +* presence of circular branch flows or non-physical losses +ACDirectedBranchFlowIntegerDefinition2(ACBranch(lossBranch(t,br)),fd) + $ { UseBranchFlowMIP(t) and resolveCircularBranchFlows }.. + ACBRANCHFLOWDIRECTED_INTEGER(ACBranch,fd) +=e= + ACBRANCHFLOWDIRECTED(ACBranch,fd) + ; + +*======= AC TRANSMISSION EQUATIONS FOR SOS1 VARIABLES END ====================== + + + +*======= RISK EQUATIONS ======================================================== + +* Calculation of the risk offset variable for the DCCE risk class. (6.5.1.1) +RiskOffsetCalculation_DCCE(t,isl,resC,riskC) + $ { HVDCrisk(riskC) and ContingentEvents(riskC) }.. + RISKOFFSET(t,isl,resC,riskC) +=e= + FreeReserve(t,isl,resC,riskC) + HVDCPoleRampUp(t,isl,resC,riskC) + ; + +* Calculation of the risk offset variable for the DCECE risk class. (6.5.1.3) +RiskOffsetCalculation_DCECE(t,isl,resC,riskC) + $ { HVDCrisk(riskC) and ExtendedContingentEvent(riskC) }.. + RISKOFFSET(t,isl,resC,riskC) +=e= + FreeReserve(t,isl,resC,riskC) + ; + +* Calculation of the net received HVDC MW flow into an island (6.5.1.4) +HVDCRecCalculation(t,isl).. + HVDCREC(t,isl) +=e= + sum[ (b,br) $ { BusIsland(t,b,isl) + and HVDClinkSendingBus(t,br,b) + and HVDCLink(t,br) + }, -HVDCLINKFLOW(t,br) + ] ++ sum[ (b,br) $ { BusIsland(t,b,isl) + and HVDClinkReceivingBus(t,br,b) + and HVDCLink(t,br) + }, HVDCLINKFLOW(t,br) - HVDCLINKLOSSES(t,br) + ] + ; + +* Calculation of the island risk for a DCCE and DCECE (6.5.1.5) +HVDCIslandRiskCalculation(t,isl,resC,HVDCrisk).. + ISLANDRISK(t,isl,resC,HVDCrisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,HVDCrisk) + * [ HVDCREC(t,isl) + - RISKOFFSET(t,isl,resC,HVDCrisk) + + modulationRiskClass(t,HVDCrisk) + ] +* Scarcity reserve (only applied for CE risk) + - RESERVESHORTFALL(t,isl,resC,HVDCrisk) $ ContingentEvents(HVDCrisk) + ; + +* Calculation of the risk of risk setting generators (6.5.1.6) +GenIslandRiskCalculation_1(t,isl,o,resC,GenRisk) + $ islandRiskGenerator(t,isl,o) .. + GENISLANDRISK(t,isl,o,resC,GenRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,GenRisk) + * [ GENERATION(t,o) + - FreeReserve(t,isl,resC,GenRisk) + + FKBand(t,o) + + sum[ resT, RESERVE(t,o,resC,resT) ] + + sum[ o1 $ PrimarySecondaryOffer(t,o,o1) + , sum[ resT, RESERVE(t,o1,resC,resT) ] + GENERATION(t,o1) ] + ] +* NMIR update +- RESERVESHAREEFFECTIVE(t,isl,resC,GenRisk)$reserveShareEnabled(t,resC) +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALLUNIT(t,isl,o,resC,GenRisk) $ ContingentEvents(GenRisk) + ; + +* Calculation of the island risk for risk setting generators (6.5.1.6) +GenIslandRiskCalculation(t,isl,o,resC,GenRisk) + $ islandRiskGenerator(t,isl,o) .. + ISLANDRISK(t,isl,resC,GenRisk) +=g= + GENISLANDRISK(t,isl,o,resC,GenRisk) ; + +* Calculation of the island risk based on manual specifications (6.5.1.7) +ManualIslandRiskCalculation(t,isl,resC,ManualRisk).. + ISLANDRISK(t,isl,resC,ManualRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,ManualRisk) + * [ IslandMinimumRisk(t,isl,resC,ManualRisk) + - FreeReserve(t,isl,resC,ManualRisk) + ] +* NMIR update +- RESERVESHAREEFFECTIVE(t,isl,resC,ManualRisk)$reserveShareEnabled(t,resC) +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALL(t,isl,resC,ManualRisk) $ ContingentEvents(ManualRisk) + ; + +* Calculation of the island risk for an HVDC secondary generation risk(6.5.1.8) +* HVDC secondary risk includes HVDC risk and +* Generation of both primary and secondary generation unit + +* cleared reserve + the FKBand for generator primary risk +HVDCIslandSecRiskCalculation_GEN_1(t,isl,o,resC,HVDCSecRisk) + $ { islandRiskGenerator(t,isl,o) and + HVDCSecRiskEnabled(t,isl,HVDCSecRisk) }.. + HVDCGENISLANDRISK(t,isl,o,resC,HVDCSecRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,HVDCSecRisk) + * [ GENERATION(t,o) + - FreeReserve(t,isl,resC,HVDCSecRisk) + + HVDCREC(t,isl) + - HVDCSecRiskSubtractor(t,isl) + + FKBand(t,o) + + sum[ resT, RESERVE(t,o,resC,resT) ] + + sum[ o1 $ PrimarySecondaryOffer(t,o,o1) + , sum[ resT, RESERVE(t,o1,resC,resT) ] + GENERATION(t,o1) ] +* SPD version 11.0 update + + modulationRiskClass(t,HVDCSecRisk) + ] +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALLUNIT(t,isl,o,resC,HVDCSecRisk) $ ContingentEvents(HVDCSecRisk) + ; + +* Calculation of the island risk for an HVDC secondary generation risk (6.5.1.8) +HVDCIslandSecRiskCalculation_GEN(t,isl,o,resC,HVDCSecRisk) + $ { islandRiskGenerator(t,isl,o) and + HVDCSecRiskEnabled(t,isl,HVDCSecRisk) }.. + ISLANDRISK(t,isl,resC,HVDCSecRisk) +=g= + HVDCGENISLANDRISK(t,isl,o,resC,HVDCSecRisk) + ; + +* Calculation of the island risk for an HVDC secondary manual risk (6.5.1.9) +HVDCIslandSecRiskCalculation_Manu_1(t,isl,resC,HVDCSecRisk) + $ HVDCSecRiskEnabled(t,isl,HVDCSecRisk).. + HVDCMANISLANDRISK(t,isl,resC,HVDCSecRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,HVDCSecRisk) + * [ IslandMinimumRisk(t,isl,resC,HVDCSecRisk) + - FreeReserve(t,isl,resC,HVDCSecRisk) + + HVDCREC(t,isl) + - HVDCSecRiskSubtractor(t,isl) + + modulationRiskClass(t,HVDCSecRisk) + ] +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALL(t,isl,resC,HVDCSecRisk) $ ContingentEvents(HVDCSecRisk) + ; + +* Calculation of the island risk for an HVDC secondary manual risk (6.5.1.9) +HVDCIslandSecRiskCalculation_Manual(t,isl,resC,HVDCSecRisk) + $ HVDCSecRiskEnabled(t,isl,HVDCSecRisk).. + ISLANDRISK(t,isl,resC,HVDCSecRisk) +=g= + HVDCMANISLANDRISK(t,isl,resC,HVDCSecRisk) + ; + +* Calculation of the risk of risk group (6.5.1.10) +GenIslandRiskGroupCalculation_1(t,isl,rg,resC,GenRisk) + $ islandRiskGroup(t,isl,rg,GenRisk).. + GENISLANDRISKGROUP(t,isl,rg,resC,GenRisk) +=e= + IslandRiskAdjustmentFactor(t,isl,resC,GenRisk) + * [ sum[ o $ { offerIsland(t,o,isl) + and riskGroupOffer(t,rg,o,GenRisk) + } , GENERATION(t,o) + FKBand(t,o) + + sum[ resT, RESERVE(t,o,resC,resT) ] + ] + - FreeReserve(t,isl,resC,GenRisk) + ] +* NMIR update +- RESERVESHAREEFFECTIVE(t,isl,resC,GenRisk)$reserveShareEnabled(t,resC) +* Scarcity reserve (only applied for CE risk) +- RESERVESHORTFALLGROUP(t,isl,rg,resC,GenRisk) $ ContingentEvents(GenRisk) + ; + +* Calculation of the island risk for risk group (6.5.1.10) +GenIslandRiskGroupCalculation(t,isl,rg,resC,GenRisk) + $ islandRiskGroup(t,isl,rg,GenRisk).. + ISLANDRISK(t,isl,resC,GenRisk) +=g= + GENISLANDRISKGROUP(t,isl,rg,resC,GenRisk) + ; + +*======= RISK EQUATIONS END ==================================================== + + +*======= NMIR - RESERVE SHARING EQUATIONS ====================================== + +* General NMIR equations start ------------------------------------------------- + +* Calculation of effective shared reserve - (6.5.2.1) +EffectiveReserveShareCalculation(t,isl,resC,riskC) + $ { reserveShareEnabled(t,resC) + and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. + RESERVESHAREEFFECTIVE(t,isl,resC,riskC) +=l= + Sum[ rd , RESERVESHARERECEIVED(t,isl,resC,rd) + * effectiveFactor(t,isl,resC,riskC) ] + ; + +* Shared offered reserve is limited by cleared reserved - (6.5.2.2) +SharedReserveLimitByClearedReserve(t,isl,resC) + $ reserveShareEnabled(t,resC).. + SHAREDRESERVE(t,isl,resC) +=l= + ISLANDRESERVE(t,isl,resC) + ; + +* Both cleared reserved and shareable free reserve can be shared - (6.5.2.4) +BothClearedAndFreeReserveCanBeShared(t,isl,resC,rd) + $ reserveShareEnabled(t,resC).. + RESERVESHARESENT(t,isl,resC,rd) +=l= + SHAREDRESERVE(t,isl,resC) + SHAREDNFR(t,isl)$(ord(resC)=1) + ; + +* Reserve share sent is limited by HVDC control band - (6.5.2.5) +ReserveShareSentLimitByHVDCControlBand(t,isl,resC,rd) + $ reserveShareEnabled(t,resC).. + RESERVESHARESENT(t,isl,resC,rd) +=l= + [ HVDCControlBand(t,rd) - modulationRisk(t) + ] $ (HVDCControlBand(t,rd) > modulationRisk(t)) + ; + +* Forward reserve share sent is limited by HVDC capacity - (6.5.2.6) +FwdReserveShareSentLimitByHVDCCapacity(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 1) }.. + RESERVESHARESENT(t,isl,resC,rd) ++ HVDCSENT(t,isl) +=l= + [ HVDCMax(t,isl) - modulationRisk(t) ] $ (HVDCMax(t,isl) > modulationRisk(t)) +; + +* Reverse shared reserve is only possible for receiving island - (6.5.2.7) +ReverseReserveOnlyToEnergySendingIsland(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) }.. + RESERVESHARESENT(t,isl,resC,rd) +=l= + BigM * [ 1 - HVDCSENDING(t,isl) ] + ; + +* Reverse shared reserve recieved at an island is limited by HVDC control band - (6.5.2.8) +ReverseReserveShareLimitByHVDCControlBand(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=l= + HVDCSENDING(t,isl) * [ HVDCControlBand(t,rd) - modulationRisk(t) + ] $ ( HVDCControlBand(t,rd) > modulationRisk(t) ) + ; + +* Forward received shared reserve only possible for receiving island - (3.4.2.9) +ForwardReserveOnlyToEnergyReceivingIsland(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 1) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=l= + BigM * [ 1 - HVDCSENDING(t,isl) ] + ; + +* Reverse shared reserve limit if HVDC sent flow in reverse zone - (6.5.2.10) +ReverseReserveLimitInReserveZone(t,isl,resC,rd,z) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) and (ord(z) = 3) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=l= + HVDCSENT(t,isl) +- (MonopoleMinimum(t) + modulationRisk(t)) ++ BigM * [ 1 - INZONE(t,isl,resC,z) ] + ; + +* No reverse shared reserve if HVDC sent flow in no reverse zone & +* No forward reserve if HVDC sent flow in no reverse zone and RP disabled +* (6.5.2.11) & (6.5.2.18) +ZeroReserveInNoReserveZone(t,isl,resC,z) + $ { reserveShareEnabled(t,resC) and (ord(z) = 2) }.. + Sum[ rd $ (ord(rd) = 2), RESERVESHARERECEIVED(t,isl,resC,rd) ] ++ Sum[ rd $ (ord(rd) = 1), RESERVESHARESENT(t,isl,resC,rd) + ] $ {reserveRoundPower(t,resC) = 0} +=l= + BigM * [ 1 - INZONE(t,isl,resC,z) ] + ; + +* Across both island, only one zone is active for each reserve class -(6.5.2.12) +OnlyOneActiveHVDCZoneForEachReserveClass(t,resC) $ reserveShareEnabled(t,resC).. + Sum[ (isl,z), INZONE(t,isl,resC,z) ] =e= 1 ; + +* HVDC sent from sending island only - (6.5.2.13) +ZeroSentHVDCFlowForNonSendingIsland(t,isl) $ reserveShareEnabledOverall(t).. + HVDCSENT(t,isl) =l= BigM * HVDCSENDING(t,isl) ; + +* HVDC sent from an island <= RoundPowerZoneExit level if in round power zone +* of that island - (6.5.2.14) +RoundPowerZoneSentHVDCUpperLimit(t,isl,resC,z) + $ { reserveShareEnabled(t,resC) and (ord(z) = 1) }.. + HVDCSENT(t,isl) +=l= + roPwrZoneExit(t,resC) + BigM * [ 1 - INZONE(t,isl,resC,z) ] +; + +* An island is HVDC sending island if HVDC flow sent is in one of the three +* zones for each reserve class - (6.5.2.15) +HVDCSendingIslandDefinition(t,isl,resC) $ reserveShareEnabled(t,resC).. + HVDCSENDING(t,isl) =e= Sum[ z, INZONE(t,isl,resC,z) ] ; + +* One and only one island is HVDC sending island - (6.5.2.19) +OnlyOneSendingIslandExists(t) $ reserveShareEnabledOverall(t).. + Sum[ isl, HVDCSENDING(t,isl) ] =e= 1 ; + +* Total HVDC sent from each island - (6.5.2.20) +HVDCSentCalculation(t,isl) $ reserveShareEnabledOverall(t).. + HVDCSENT(t,isl) +=e= + Sum[ (b,br) $ { BusIsland(t,b,isl) + and HVDClinkSendingBus(t,br,b) + and HVDClink(t,br) + }, HVDCLINKFLOW(t,br) + ] +; + +* General NMIR equations end --------------------------------------------------- + + +* Lamda loss model ------------------------------------------------------------- + +* HVDC flow + forward reserve sent from an island - (6.5.2.21) +HVDCFlowAccountedForForwardReserve(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 1) }.. + HVDCRESERVESENT(t,isl,resC,rd) +=e= + RESERVESHARESENT(t,isl,resC,rd) + HVDCSENT(t,isl) + ; + +* Received forward shared reserve at an HVDC receiving island - (6.5.2.22) +ForwardReserveReceivedAtHVDCReceivingIsland(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 1) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=e= + Sum[ isl1 $ (not sameas(isl1,isl)) + , RESERVESHARESENT(t,isl1,resC,rd) + - HVDCRESERVELOSS(t,isl1,resC,rd) + + HVDCSENTLOSS(t,isl1) ] + ; + +* HVDC flow - received reverse reserve sent from an island - (6.5.2.23) +HVDCFlowAccountedForReverseReserve(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) }.. + HVDCRESERVESENT(t,isl,resC,rd) +=e= + HVDCSENT(t,isl) - RESERVESHARERECEIVED(t,isl,resC,rd) + ; + +* Reverse reserve RECEIVED at an HVDC sending island - (6.5.2.24) +ReverseReserveReceivedAtHVDCSendingIsland(t,isl,resC,rd) + $ { reserveShareEnabled(t,resC) and (ord(rd) = 2) }.. + RESERVESHARERECEIVED(t,isl,resC,rd) +=e= + Sum[ isl1 $ (not sameas(isl1,isl)), RESERVESHARESENT(t,isl1,resC,rd) ] +- HVDCRESERVELOSS(t,isl,resC,rd) ++ HVDCSENTLOSS(t,isl) + ; + +* Total weight factor = 1 for HVDC energy sent from an island - (6.5.2.25) +HVDCSentEnergyLambdaDefinition(t,isl) $ reserveShareEnabledOverall(t).. + Sum[ bp $ (ord(bp) <= 7),LAMBDAHVDCENERGY(t,isl,bp) ] =e= 1 ; + +* Lambda definition of total HVDC energy flow sent from an island +* (6.5.2.26) - SPD version 11.0 +HVDCSentEnergyFlowDefinition(t,isl) $ reserveShareEnabledOverall(t).. + HVDCSENT(t,isl) +=e= + Sum[ bp $ (ord(bp) <= 7), HVDCSentBreakPointMWFlow(t,isl,bp) + * LAMBDAHVDCENERGY(t,isl,bp) ] + ; + +* Lambda definition of total loss of HVDC energy sent from an island +* (6.5.2.27) - SPD version 11.0 +HVDCSentEnergyLossesDefinition(t,isl) $ reserveShareEnabledOverall(t).. + HVDCSENTLOSS(t,isl) +=e= + Sum[ bp $ (ord(bp) <= 7), HVDCSentBreakPointMWLoss(t,isl,bp) + * LAMBDAHVDCENERGY(t,isl,bp) ] + ; + +* Total weight factor = 1 for HVDC+reserve sent from an island -(6.5.2.28) +HVDCSentReserveLambdaDefinition(t,isl,resC,rd) $ reserveShareEnabled(t,resC).. + Sum[ rsbp, LAMBDAHVDCRESERVE(t,isl,resC,rd,rsbp) ] =e= 1 ; + +* Lambda definition of Reserse + Energy flow on HVDC sent from an island +* (3.4.2.29) - SPD version 11.0 +HVDCSentReserveFlowDefinition(t,isl,resC,rd) + $ reserveShareEnabled(t,resC).. + HVDCRESERVESENT(t,isl,resC,rd) +=e= + Sum[ rsbp, HVDCReserveBreakPointMWFlow(t,isl,rsbp) + * LAMBDAHVDCRESERVE(t,isl,resC,rd,rsbp) ] + ; + +* Lambda definition of Reserse + Energy Loss on HVDC sent from an island +* (3.4.2.30) - SPD version 11.0 +HVDCSentReserveLossesDefinition(t,isl,resC,rd) + $ reserveShareEnabled(t,resC).. + HVDCRESERVELOSS(t,isl,resC,rd) +=e= + Sum[ rsbp, HVDCReserveBreakPointMWLoss(t,isl,rsbp) + * LAMBDAHVDCRESERVE(t,isl,resC,rd,rsbp) ] + ; + +* Lamda loss model end --------------------------------------------------------- + + +* Calculate Reserve sharing excess penalty ------------------------------------- + +* Tuong Nguyen added on 24 Feb 2021 to correct the calculation +* Calculate max effective shared reserve for CE risk received at island (6.5.2.31) +ReserveShareEffective_CE_Calculation(t,isl,resC,riskC) + $ { reserveShareEnabled(t,resC) and ContingentEvents(riskC) + and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. + RESERVESHAREEFFECTIVE_CE(t,isl,resC) +=g= + RESERVESHAREEFFECTIVE(t,isl,resC,riskC) + ; + +* Tuong Nguyen added on 24 Feb 2021 to correct the calculation +* Calculate max effective shared reserve for CE risk received at island (6.5.2.31) +ReserveShareEffective_ECE_Calculation(t,isl,resC,riskC) + $ { reserveShareEnabled(t,resC) and ExtendedContingentEvent(riskC) + and ( GenRisk(riskC) or ManualRisk(riskC) ) }.. + RESERVESHAREEFFECTIVE_ECE(t,isl,resC) +=g= + RESERVESHAREEFFECTIVE(t,isl,resC,riskC) + ; + +* Constraint to avoid excessive reserve share (6.5.2.31) +ExcessReserveSharePenalty(t) $ reserveShareEnabledOverall(t).. + RESERVESHAREPENALTY(t) +=e= + sum[ isl, 1e-5 * SHAREDNFR(t,isl) ] ++ sum[ (isl,resC), 2e-5 * SHAREDRESERVE(t,isl,resC) ] +* Tuong Nguyen modified on 24 Feb 2021 to correct the calculation +*+ sum[ (isl,resC,riskC), 3e-5 * RESERVESHAREEFFECTIVE(t,isl,resC,riskC)] ++ sum[ (isl,resC), 3e-5 * RESERVESHAREEFFECTIVE_CE(t,isl,resC)] ++ sum[ (isl,resC), 3e-5 * RESERVESHAREEFFECTIVE_ECE(t,isl,resC)] +; +* Calculate Reserve sharing excess penalty end --------------------------------- + +*======= NMIR - RESERVE SHARING EQUATIONS END ================================== + + + +*======= RESERVE EQUATIONS ===================================================== +* 6.5.3.1: Maximum PLSR as a proportion of the block MW +PLSRReserveProportionMaximum(offer(t,o),blk,resC,PLRO) + $ resOfrBlk(offer,blk,resC,PLRO).. + RESERVEBLOCK(Offer,blk,resC,PLRO) +=l= + ResOfrPct(Offer,blk,resC) * GENERATION(Offer) + ; + +* 6.5.3.3 Definition of the reserve offers of different classes and types +ReserveOfferDefinition(offer(t,o),resC,resT).. + RESERVE(offer,resC,resT) +=e= + sum[ blk, RESERVEBLOCK(offer,blk,resC,resT) ] + ; + +* Definition of maximum energy and reserves from each generator (6.5.3.4) +EnergyAndReserveMaximum(offer(t,o),resC).. + GENERATION(offer) ++ reserveMaximumFactor(offer,resC) + * sum[ resT $ (not ILRO(resT)), RESERVE(offer,resC,resT) ] +=l= + ReserveGenerationMaximum(offer) + ; + +*======= RESERVE EQUATIONS END ================================================= + + + +*======= RESERVE SCARCITY ====================================================== +* 6.5.4.2: Total Reserve Shortfall for DCCE risk +HVDCRiskReserveShortFallCalculation(t,isl,resC,HVDCrisk(RiskC)) + $ ContingentEvents(riskC).. + RESERVESHORTFALL(t,isl,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for Manual risk +ManualRiskReserveShortFallCalculation(t,isl,resC,ManualRisk(RiskC)) + $ ContingentEvents(riskC).. + RESERVESHORTFALL(t,isl,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for generation risk unit +GenRiskReserveShortFallCalculation(t,isl,o,resC,GenRisk(RiskC)) + $ { ContingentEvents(riskC) and islandRiskGenerator(t,isl,o) }.. + RESERVESHORTFALLUNIT(t,isl,o,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLUNITBLK(t,isl,o,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for generation unit + HVDC risk +HVDCsecRiskReserveShortFallCalculation(t,isl,o,resC,HVDCsecRisk(RiskC)) + $ { ContingentEvents(riskC) and islandRiskGenerator(t,isl,o) }.. + RESERVESHORTFALLUNIT(t,isl,o,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLUNITBLK(t,isl,o,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for Manual risk + HVDC risk +HVDCsecManualRiskReserveShortFallCalculation(t,isl,resC,HVDCsecRisk(RiskC)) + $ ContingentEvents(riskC).. + RESERVESHORTFALL(t,isl,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLBLK(t,isl,resC,riskC,blk) ] + ; + +* 6.5.4.2: Total Reserve Shortfall for risk group +RiskGroupReserveShortFallCalculation(t,isl,rg,resC,GenRisk(RiskC)) + $ { ContingentEvents(riskC) and islandRiskGroup(t,isl,rg,RiskC)}.. + RESERVESHORTFALLGROUP(t,isl,rg,resC,riskC) +=e= + sum[ blk, RESERVESHORTFALLGROUPBLK(t,isl,rg,resC,riskC,blk) ] + ; + +*======= RESERVE SCARCITY END ================================================== + + + +*======= RISK AND RESERVE BALANCE EQUATIONS ==================================== + +* 6.5.5.1: Calculate total island cleared reserve +IslandReserveCalculation(t,isl,resC).. + ISLANDRESERVE(t,isl,resC) +=l= + Sum[ (o,resT) $ { offer(t,o) and offerIsland(t,o,isl) } + , RESERVE(t,o,resC,resT) + ] + ; + +* 6.5.5.2 & 6.5.5.3: Matching of reserve supply and demand +SupplyDemandReserveRequirement(t,isl,resC,riskC) $ useReserveModel.. + ISLANDRISK(t,isl,resC,riskC) +- DEFICITRESERVE_CE(t,isl,resC) $ ContingentEvents(riskC) +- DEFICITRESERVE_ECE(t,isl,resC) $ ExtendedContingentEvent(riskC) +=l= + ISLANDRESERVE(t,isl,resC) + ; + +*======= RISK AND RESERVE BALANCE EQUATIONS END ================================ + + + +*======= SECURITY EQUATIONS ==================================================== + +* 6.6.1.5 Branch security constraint with LE sense +BranchSecurityConstraintLE(t,brCstr) + $ (BranchConstraintSense(t,brCstr) = -1).. + sum[ br $ ACbranch(t,br) + , branchCstrFactors(t,brCstr,br) * ACBRANCHFLOW(t,br) ] ++ sum[ br $ HVDClink(t,br) + , branchCstrFactors(t,brCstr,br) * HVDCLINKFLOW(t,br) ] +- SURPLUSBRANCHSECURITYCONSTRAINT(t,brCstr) +=l= + BranchConstraintLimit(t,brCstr) + ; + +* 6.6.1.5 Branch security constraint with GE sense +BranchSecurityConstraintGE(t,brCstr) + $ (BranchConstraintSense(t,brCstr) = 1).. + sum[ br $ ACbranch(t,br) + , branchCstrFactors(t,brCstr,br) * ACBRANCHFLOW(t,br) ] ++ sum[ br $ HVDClink(t,br) + , branchCstrFactors(t,brCstr,br) * HVDCLINKFLOW(t,br) ] ++ DEFICITBRANCHSECURITYCONSTRAINT(t,brCstr) +=g= + BranchConstraintLimit(t,brCstr) + ; + +* 6.6.1.5 Branch security constraint with EQ sense +BranchSecurityConstraintEQ(t,brCstr) + $ (BranchConstraintSense(t,brCstr) = 0).. + sum[ br $ ACbranch(t,br) + , branchCstrFactors(t,brCstr,br) * ACBRANCHFLOW(t,br) ] ++ sum[ br $ HVDClink(t,br) + , branchCstrFactors(t,brCstr,br) * HVDCLINKFLOW(t,br) ] ++ DEFICITBRANCHSECURITYCONSTRAINT(t,brCstr) +- SURPLUSBRANCHSECURITYCONSTRAINT(t,brCstr) +=e= + BranchConstraintLimit(t,brCstr) + ; + + + +* Market node security constraint with LE sense (3.5.1.7a) +MNodeSecurityConstraintLE(t,MnodeCstr) + $ (MNodeConstraintSense(t,MnodeCstr) = -1).. + sum[ o $ posEnrgOfr(t,o) + , MNCstrEnrgFactors(t,MnodeCstr,o) + * GENERATION(t,o) + ] ++ sum[ (o,resC,resT) $ offer(t,o) + , MNCnstrResrvFactors(t,MnodeCstr,o,resC,resT) + * RESERVE(t,o,resC,resT) + ] ++ sum[ bd $ Bid(t,bd) + , mnCnstrEnrgBidFactors(t,MnodeCstr,bd) + * PURCHASE(t,bd) + ] +- SURPLUSMNODECONSTRAINT(t,MnodeCstr) +=l= + MNodeConstraintLimit(t,MnodeCstr) + ; + +* Market node security constraint with GE sense (3.5.1.7b) +MNodeSecurityConstraintGE(t,MnodeCstr) + $ (MNodeConstraintSense(t,MnodeCstr) = 1).. + sum[ o $ posEnrgOfr(t,o) + , MNCstrEnrgFactors(t,MnodeCstr,o) + * GENERATION(t,o) + ] ++ sum[ (o,resC,resT) $ offer(t,o) + , MNCnstrResrvFactors(t,MnodeCstr,o,resC,resT) + * RESERVE(t,o,resC,resT) + ] ++ sum[ bd $ Bid(t,bd) + , mnCnstrEnrgBidFactors(t,MnodeCstr,bd) + * PURCHASE(t,bd) + ] ++ DEFICITMNODECONSTRAINT(t,MnodeCstr) +=g= + MNodeConstraintLimit(t,MnodeCstr) + ; + +* Market node security constraint with EQ sense (3.5.1.7c) +MNodeSecurityConstraintEQ(t,MnodeCstr) + $ (MNodeConstraintSense(t,MnodeCstr) = 0).. + sum[ o $ posEnrgOfr(t,o) + , MNCstrEnrgFactors(t,MnodeCstr,o) + * GENERATION(t,o) + ] ++ sum[ (o,resC,resT) $ offer(t,o) + , MNCnstrResrvFactors(t,MnodeCstr,o,resC,resT) + * RESERVE(t,o,resC,resT) + ] ++ sum[ bd $ Bid(t,bd) + , mnCnstrEnrgBidFactors(t,MnodeCstr,bd) + * PURCHASE(t,bd) + ] ++ DEFICITMNODECONSTRAINT(t,MnodeCstr) +- SURPLUSMNODECONSTRAINT(t,MnodeCstr) +=e= + MNodeConstraintLimit(t,MnodeCstr) + ; + +*======= SECURITY EQUATIONS END ================================================ + + + + + +* Model declarations +Model vSPD / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion, DemBidDefintion + EnergyScarcityDefinition, + GenerationRampUp, GenerationRampDown +* Network + HVDClinkMaximumFlow, HVDClinkLossDefinition + HVDClinkFlowDefinition, LambdaDefinition + ACnodeNetInjectionDefinition1 + ACnodeNetInjectionDefinition2, ACBranchMaximumFlow + ACBranchFlowDefinition, LinearLoadFlow + ACBranchBlockLimit, ACDirectedBranchFlowDefinition + ACBranchLossCalculation, ACDirectedBranchLossDefinition +* Risk + HVDCIslandRiskCalculation, HVDCRecCalculation + GenIslandRiskCalculation, GenIslandRiskCalculation_1 + GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 + ManualIslandRiskCalculation +* Reserve + PLSRReserveProportionMaximum, ReserveOfferDefinition + EnergyAndReserveMaximum +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation + ManualRiskReserveShortFallCalculation + GenRiskReserveShortFallCalculation + HVDCsecRiskReserveShortFallCalculation + HVDCsecManualRiskReserveShortFallCalculation + RiskGroupReserveShortFallCalculation +* Matching of reserve requirement and availability + SupplyDemandReserveRequirement, IslandReserveCalculation +* Risk Offset calculation + RiskOffsetCalculation_DCCE + RiskOffsetCalculation_DCECE +* Island risk definitions +* Include HVDC secondary risk constraints + HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 + HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* Market node security constraints + MNodeSecurityConstraintLE, MNodeSecurityConstraintGE + MNodeSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition + / ; + +Model vSPD_NMIR / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion, DemBidDefintion + EnergyScarcityDefinition, + GenerationRampUp, GenerationRampDown, GenerationChangeUpDown +* Network + HVDClinkMaximumFlow, HVDClinkLossDefinition + HVDClinkFlowDefinition, LambdaDefinition + ACnodeNetInjectionDefinition1 + ACnodeNetInjectionDefinition2, ACBranchMaximumFlow + ACBranchFlowDefinition, LinearLoadFlow + ACBranchBlockLimit, ACDirectedBranchFlowDefinition + ACBranchLossCalculation, ACDirectedBranchLossDefinition +* Risk + RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE + HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation + GenIslandRiskCalculation, GenIslandRiskCalculation_1 + GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 + HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 + HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 +* Reserve + PLSRReserveProportionMaximum, ReserveOfferDefinition + EnergyAndReserveMaximum +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation + ManualRiskReserveShortFallCalculation + GenRiskReserveShortFallCalculation + HVDCsecRiskReserveShortFallCalculation + HVDCsecManualRiskReserveShortFallCalculation + RiskGroupReserveShortFallCalculation +* Matching of reserve requirement and availability + SupplyDemandReserveRequirement, IslandReserveCalculation +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* Market node security constraints + MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition +* General NMIR equations + EffectiveReserveShareCalculation + SharedReserveLimitByClearedReserve + BothClearedAndFreeReserveCanBeShared + ReverseReserveShareLimitByHVDCControlBand + ReserveShareSentLimitByHVDCControlBand + FwdReserveShareSentLimitByHVDCCapacity + ReverseReserveOnlyToEnergySendingIsland + ForwardReserveOnlyToEnergyReceivingIsland + ReverseReserveLimitInReserveZone + ZeroReserveInNoReserveZone + OnlyOneActiveHVDCZoneForEachReserveClass + ZeroSentHVDCFlowForNonSendingIsland + RoundPowerZoneSentHVDCUpperLimit + HVDCSendingIslandDefinition + OnlyOneSendingIslandExists + HVDCSentCalculation + ExcessReserveSharePenalty + ReserveShareEffective_CE_Calculation + ReserveShareEffective_ECE_Calculation +* Lamda loss model NMIR + HVDCFlowAccountedForForwardReserve + ForwardReserveReceivedAtHVDCReceivingIsland + HVDCFlowAccountedForReverseReserve + ReverseReserveReceivedAtHVDCSendingIsland + HVDCSentEnergyLambdaDefinition + HVDCSentEnergyFlowDefinition + HVDCSentEnergyLossesDefinition + HVDCSentReserveLambdaDefinition + HVDCSentReserveFlowDefinition + HVDCSentReserveLossesDefinition + / ; + +Model vSPD_MIP / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion, DemBidDefintion + EnergyScarcityDefinition, + GenerationRampUp, GenerationRampDown, GenerationChangeUpDown +* Network + HVDClinkMaximumFlow, HVDClinkLossDefinition + HVDClinkFlowDefinition, LambdaDefinition + ACnodeNetInjectionDefinition1 + ACnodeNetInjectionDefinition2, ACBranchMaximumFlow + ACBranchFlowDefinition, LinearLoadFlow + ACBranchBlockLimit, ACDirectedBranchFlowDefinition + ACBranchLossCalculation, ACDirectedBranchLossDefinition + ACDirectedBranchFlowIntegerDefinition1, ACDirectedBranchFlowIntegerDefinition2 + LambdaIntegerDefinition1, LambdaIntegerDefinition2 +* Risk + RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE + HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation + GenIslandRiskCalculation, GenIslandRiskCalculation_1 + GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 + HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 + HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 +* Reserve + PLSRReserveProportionMaximum, ReserveOfferDefinition + EnergyAndReserveMaximum +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation + ManualRiskReserveShortFallCalculation + GenRiskReserveShortFallCalculation + HVDCsecRiskReserveShortFallCalculation + HVDCsecManualRiskReserveShortFallCalculation + RiskGroupReserveShortFallCalculation +* Matching of reserve requirement and availability + SupplyDemandReserveRequirement, IslandReserveCalculation +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* Market node security constraints + MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition +* Set of integer constraints on the HVDC link to incorporate the allowance of HVDC roundpower + HVDClinkFlowIntegerDefinition1, HVDClinkFlowIntegerDefinition2 + HVDClinkFlowIntegerDefinition3, HVDClinkFlowIntegerDefinition4 +* General NMIR equations + EffectiveReserveShareCalculation + SharedReserveLimitByClearedReserve + BothClearedAndFreeReserveCanBeShared + ReverseReserveShareLimitByHVDCControlBand + ReserveShareSentLimitByHVDCControlBand + FwdReserveShareSentLimitByHVDCCapacity + ReverseReserveOnlyToEnergySendingIsland + ForwardReserveOnlyToEnergyReceivingIsland + ReverseReserveLimitInReserveZone + ZeroReserveInNoReserveZone + OnlyOneActiveHVDCZoneForEachReserveClass + ZeroSentHVDCFlowForNonSendingIsland + RoundPowerZoneSentHVDCUpperLimit + HVDCSendingIslandDefinition + OnlyOneSendingIslandExists + HVDCSentCalculation + ExcessReserveSharePenalty + ReserveShareEffective_CE_Calculation + ReserveShareEffective_ECE_Calculation +* Lamda loss model NMIR + HVDCFlowAccountedForForwardReserve + ForwardReserveReceivedAtHVDCReceivingIsland + HVDCFlowAccountedForReverseReserve + ReverseReserveReceivedAtHVDCSendingIsland + HVDCSentEnergyLambdaDefinition + HVDCSentEnergyFlowDefinition + HVDCSentEnergyLossesDefinition + HVDCSentReserveLambdaDefinition + HVDCSentReserveFlowDefinition + HVDCSentReserveLossesDefinition + / ; + +Model vSPD_BranchFlowMIP / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion, DemBidDefintion + EnergyScarcityDefinition, + GenerationRampUp, GenerationRampDown, GenerationChangeUpDown +* Network + HVDClinkMaximumFlow, HVDClinkLossDefinition + HVDClinkFlowDefinition, LambdaDefinition + ACnodeNetInjectionDefinition1 + ACnodeNetInjectionDefinition2, ACBranchMaximumFlow + ACBranchFlowDefinition, LinearLoadFlow + ACBranchBlockLimit, ACDirectedBranchFlowDefinition + ACBranchLossCalculation, ACDirectedBranchLossDefinition + ACDirectedBranchFlowIntegerDefinition1, ACDirectedBranchFlowIntegerDefinition2 + LambdaIntegerDefinition1, LambdaIntegerDefinition2 +* Risk + RiskOffsetCalculation_DCCE, RiskOffsetCalculation_DCECE + HVDCIslandRiskCalculation, HVDCRecCalculation, ManualIslandRiskCalculation + GenIslandRiskCalculation, GenIslandRiskCalculation_1 + GenIslandRiskGroupCalculation, GenIslandRiskGroupCalculation_1 + HVDCIslandSecRiskCalculation_GEN, HVDCIslandSecRiskCalculation_GEN_1 + HVDCIslandSecRiskCalculation_Manual, HVDCIslandSecRiskCalculation_Manu_1 +* Reserve + PLSRReserveProportionMaximum, ReserveOfferDefinition + EnergyAndReserveMaximum +* Reserve scarcity/shortfall + HVDCRiskReserveShortFallCalculation + ManualRiskReserveShortFallCalculation + GenRiskReserveShortFallCalculation + HVDCsecRiskReserveShortFallCalculation + HVDCsecManualRiskReserveShortFallCalculation + RiskGroupReserveShortFallCalculation +* Matching of reserve requirement and availability + SupplyDemandReserveRequirement, IslandReserveCalculation +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* Market node security constraints + MNodeSecurityConstraintLE, MNodeSecurityConstraintGE, MNodeSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition +* Set of intrger constraints on the HVDC link to incorporate the allowance of HVDC roundpower + HVDClinkFlowIntegerDefinition1, HVDClinkFlowIntegerDefinition2 + HVDClinkFlowIntegerDefinition3, HVDClinkFlowIntegerDefinition4 +* General NMIR equations + EffectiveReserveShareCalculation + SharedReserveLimitByClearedReserve + BothClearedAndFreeReserveCanBeShared + ReverseReserveShareLimitByHVDCControlBand + ReserveShareSentLimitByHVDCControlBand + FwdReserveShareSentLimitByHVDCCapacity + ReverseReserveOnlyToEnergySendingIsland + ForwardReserveOnlyToEnergyReceivingIsland + ReverseReserveLimitInReserveZone + ZeroReserveInNoReserveZone + OnlyOneActiveHVDCZoneForEachReserveClass + ZeroSentHVDCFlowForNonSendingIsland + RoundPowerZoneSentHVDCUpperLimit + HVDCSendingIslandDefinition + OnlyOneSendingIslandExists + HVDCSentCalculation + ExcessReserveSharePenalty + ReserveShareEffective_CE_Calculation + ReserveShareEffective_ECE_Calculation +* Lamda loss model NMIR + HVDCFlowAccountedForForwardReserve + ForwardReserveReceivedAtHVDCReceivingIsland + HVDCFlowAccountedForReverseReserve + ReverseReserveReceivedAtHVDCSendingIsland + HVDCSentEnergyLambdaDefinition + HVDCSentEnergyFlowDefinition + HVDCSentEnergyLossesDefinition + HVDCSentReserveLambdaDefinition + HVDCSentReserveFlowDefinition + HVDCSentReserveLossesDefinition + / ; + +Model vSPD_FTR / +* Objective function + ObjectiveFunction +* Offer and purchase definitions + GenerationOfferDefintion +* Network + HVDClinkMaximumFlow + ACNodeNetInjectionDefinition1, ACNodeNetInjectionDefinition2 + ACBranchMaximumFlow, ACBranchFlowDefinition, LinearLoadFlow +* Branch security constraints + BranchSecurityConstraintLE + BranchSecurityConstraintGE + BranchSecurityConstraintEQ +* ViolationCost + SystemCostDefinition, SystemBenefitDefinition + SystemPenaltyCostDefinition, TotalViolationCostDefinition + TotalScarcityCostDefinition + / ; diff --git a/vSPDoverrides.gms b/vSPDoverrides.gms new file mode 100644 index 0000000..5e720a8 --- /dev/null +++ b/vSPDoverrides.gms @@ -0,0 +1,425 @@ +*===================================================================================== +* Name: vSPDoverrides.gms +* Function: Code to be included in vSPDsolve to take care of input data +* overrides. +* Developed by: Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* https://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: https://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Last modified on: 18 March 2022 +* +*===================================================================================== + +$ontext +This code is included into vSPDsolve.gms if an override file defined by +the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. + +The prefix ovrd_ inidcates that the symbol contains data to override +the original input data, prefixed with i_. + +After declaring the override symbols, the override data is installed and +the original symbols are overwritten. + +Note that: +The Excel interface permits a limited number of input data symbols to be overridden. +The EMI interface will create a GDX file of override values for all data inputs to be overridden. +If operating in standalone mode,overrides can be installed by any means the user prefers - GDX file, $include file, hard-coding, etc. +But it probably makes sense to mimic the GDX file as used by EMI. + +Use GAMS to process a text file (e.g. somefile.gms) into a GDX file called filename.gdx, +e.g. c:\>gams somefile.gms gdx=filename + +Directory of code sections in vSPDoverrides.gms: + 1. Declare all symbols required for vSPD on EMI and standalone overrides and load data from GDX + 2. Initialise the data + a) Demand overrides + b) Offers + ... + +$offtext + +$OnEnd +*========================================================================================================================= +* 1. Declare all symbols required for vSPD on EMI and standalone overrides and load data from GDX +*========================================================================================================================= +Set demMethod 'Demand override method' / scale, increment, value / ; + +Parameters +* Demand + ovrd_tradePeriodNodeDemand(tp,n,demMethod) 'Override the i_tradePeriodNodeDemand parameter' + ovrd_dateTimeNodeDemand(dt,n,demMethod) 'Override the i_tradePeriodNodeDemand parameter with dateTime data' + + ovrd_tradePeriodIslandDemand(tp,isl,demMethod) 'Override the i_tradePeriodNodeDemand parameter with island-based data' + ovrd_dateTimeIslandDemand(dt,isl,demMethod) 'Override the i_tradePeriodNodeDemand parameter with dateTime and island-based data' + + temp_TradePeriodNodeDemand(tp,n) 'Temporary container for node demand value while implementing the node-based scaling factor' + temp_TradePeriodIslandDemand(tp,isl) 'Temporary container for island positive demand value while implementing the island-based scaling factor' + used_TradePeriodIslandScale(tp,isl) 'Final value used for island-based scaling' +; + + +* The parameters below added to fix the bug in vSPD online overrides +Set ovrdtypo 'wrong enrgy offer price in vSPD online' /'i_GenerationOfferPrice'/; +Parameters + ovrd_tradePeriodEnergyOfferX(tp,o,blk,ovrdtypo) 'Override for energy offers for specified trade period' + ovrd_dateTimeEnergyOfferX(dt,o,blk,ovrdtypo) 'Override for energy offers for specified datetime' +; +* The parameters above added to fix the bug in vSPD online overrides + + +Parameters +* Offers - incl. energy, PLSR, TWDR, and ILR + ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) 'Override for energy offers for specified trade period' + ovrd_dateTimeEnergyOffer(dt,o,blk,bidofrCmpnt) 'Override for energy offers for specified datetime' + + ovrd_tradePeriodOfferParameter(tp,o,offerPar) 'Override for energy offer parameters for specified trade period' + ovrd_dateTimeOfferParameter(dt,o,offerPar) 'Override for energy offer parameters for specified datetime' + + ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeSustainedPLSRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeFastPLSRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeSustainedTWDRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeFastTWDRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeSustainedILRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) 'Override for reserve offers for specified trading periods' + ovrd_dateTimeFastILRoffer(dt,o,blk,bidofrCmpnt) 'Override for reserve offers for specified datetime' + + ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) 'Override for MW used to determine factor to adjust maximum reserve of a reserve class' + ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) 'Override for MW used to determine factor to adjust maximum reserve of a reserve class' + + +* Bid data + ovrd_tradePeriodEnergyBid(tp,i_bid,blk,bidofrCmpnt) 'Override for energy bids for specified trading periods' + ovrd_dateTimeEnergyBid(dt,i_bid,blk,bidofrCmpnt) 'Override for energy bids for specified datetime' + ovrd_tradePeriodDispatchableBid(tp,i_bid) 'Override for energy bids for specified trading periods' + ovrd_datetimeDispatchableBid(dt,i_bid) 'Override for energy bids for specified datetime' +; + + + +*========================================================================================================================= +* 2. Demand overrides +*========================================================================================================================= +* Note that demMethod is declared in vSPDsolve.gms. Elements include scale, increment, and value where: +* - scaling is applied first, +* - increments are applied second and take precedence over scaling, and +* - values are applied last and take precedence over increments. + + +*Loading data from gdx file +$gdxin "%ovrdPath%%vSPDinputOvrdData%.gdx" +$load ovrd_tradePeriodNodeDemand = demandOverrides +$load ovrd_tradePeriodIslandDemand = demandOverrides +$load ovrd_dateTimeNodeDemand = demandOverrides +$load ovrd_dateTimeIslandDemand = demandOverrides +$gdxin + + +*overwrite period demand override by datetime demand override if datetime demand override exists (>0) +Loop i_dateTimeTradePeriodMap(dt,tp) do + ovrd_tradePeriodNodeDemand(tp,n,demMethod) + $ ovrd_dateTimeNodeDemand(dt,n,demMethod) + = ovrd_dateTimeNodeDemand(dt,n,demMethod); + + ovrd_tradePeriodIslandDemand(tp,isl,demMethod) + $ ovrd_dateTimeIslandDemand(dt,isl,demMethod) + = ovrd_dateTimeIslandDemand(dt,isl,demMethod); +EndLoop; + + +* Store current node and island demand into temporary parameters +temp_TradePeriodNodeDemand(tp,n) = 0 ; +temp_TradePeriodIslandDemand(tp,isl) = 0; + +temp_TradePeriodNodeDemand(tp,n) = i_tradePeriodNodeDemand(tp,n) ; +temp_TradePeriodIslandDemand(tp,isl) + = Sum[ (n,b) $ { i_tradePeriodNodeBus(tp,n,b) and + i_tradePeriodBusIsland(tp,b,isl) and + (temp_TradePeriodNodeDemand(tp,n) > 0) and + (Sum[ bd $ { sameas(n,bd) and + i_tradePeriodDispatchableBid(tp,bd) + }, 1 ] = 0) + } + , temp_TradePeriodNodeDemand(tp,n) + * i_tradePeriodNodeBusAllocationFactor(tp,n,b) + ] ; + +used_TradePeriodIslandScale(tp,isl) = 1; + +* Apply island scaling factor to an island if scaling factor exist +used_TradePeriodIslandScale(tp,isl) + $ ovrd_tradePeriodIslandDemand(tp,isl,'scale') + = ovrd_tradePeriodIslandDemand(tp,isl,'scale') ; + +* Apply island scaling factor to an island if scaling factor = eps (i.e. zero) +used_TradePeriodIslandScale(tp,isl) + $ { ovrd_tradePeriodIslandDemand(tp,isl,'scale') + and (ovrd_tradePeriodIslandDemand(tp,isl,'scale') = eps) } + = 0 ; + +* Apply island increments to an island if increments exist +used_TradePeriodIslandScale(tp,isl) + $ ovrd_tradePeriodIslandDemand(tp,isl,'increment') + = 1 + [ ovrd_tradePeriodIslandDemand(tp,isl,'increment') + / temp_TradePeriodIslandDemand(tp,isl) ] ; + +* Apply island values to an island if values exist +used_TradePeriodIslandScale(tp,isl) + $ ovrd_tradePeriodIslandDemand(tp,isl,'value') + = ovrd_tradePeriodIslandDemand(tp,isl,'value') + / temp_TradePeriodIslandDemand(tp,isl) ; + +* Apply island values to an island if value = eps (i.e. zero) +used_TradePeriodIslandScale(tp,isl) + $ { ovrd_tradePeriodIslandDemand(tp,isl,'value') + and (ovrd_tradePeriodIslandDemand(tp,isl,'value') = eps) } + = 0 ; + +* Allocate island demand override value to node demand +i_tradePeriodNodeDemand(tp,n) $ (temp_TradePeriodNodeDemand(tp,n) > 0) + = Sum[ (b,isl) $ { i_tradePeriodNodeBus(tp,n,b) and + i_tradePeriodBusIsland(tp,b,isl) + } , used_TradePeriodIslandScale(tp,isl) + * i_tradePeriodNodeBusAllocationFactor(tp,n,b) + * temp_TradePeriodNodeDemand(tp,n) + ] ; + +* Node demand overrides --> overwriten island override as node level +i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'scale') + = temp_TradePeriodNodeDemand(tp,n) + * ovrd_tradePeriodNodeDemand(tp,n,'scale') ; + +i_tradePeriodNodeDemand(tp,n) + $ { ovrd_tradePeriodNodeDemand(tp,n,'scale') + and (ovrd_tradePeriodNodeDemand(tp,n,'scale') = eps) } + = 0; + +i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'increment') + = temp_TradePeriodNodeDemand(tp,n) + + ovrd_tradePeriodNodeDemand(tp,n,'increment'); + +i_tradePeriodNodeDemand(tp,n) $ ovrd_tradePeriodNodeDemand(tp,n,'value') + = ovrd_tradePeriodNodeDemand(tp,n,'value') ; + +i_tradePeriodNodeDemand(tp,n) + $ { ovrd_tradePeriodNodeDemand(tp,n,'value') + and (ovrd_tradePeriodNodeDemand(tp,n,'value') = eps) } + = 0; + + + +*========================================================================================================================= +* 3. Bid and Offer overrides - incl. bid, energy, PLSR, TWDR, and ILR +*========================================================================================================================= +*Loading data from gdx file +$gdxin "%ovrdPath%%vSPDinputOvrdData%.gdx" + +$load ovrd_tradePeriodEnergyOfferX = energyOfferOverrides +$load ovrd_dateTimeEnergyOfferX = energyOfferOverrides + +$load ovrd_tradePeriodEnergyOffer = energyOfferOverrides +$load ovrd_dateTimeEnergyOffer = energyOfferOverrides + +$load ovrd_tradePeriodOfferParameter = offerParameterOverrides +$load ovrd_dateTimeOfferParameter = offerParameterOverrides +$load ovrd_tradePeriodReserveClassGenerationMaximum = offerParameterOverrides +$load ovrd_dateTimeReserveClassGenerationMaximum = offerParameterOverrides + +$load ovrd_tradePeriodFastILRoffer = fastILROfferOverrides +$load ovrd_dateTimeFastILRoffer = fastILROfferOverrides +$load ovrd_tradePeriodSustainedILRoffer = sustainedILROfferOverrides +$load ovrd_dateTimeSustainedILRoffer = sustainedILROfferOverrides + +$load ovrd_tradePeriodFastPLSRoffer = fastPLSROfferOverrides +$load ovrd_dateTimeFastPLSRoffer = fastPLSROfferOverrides +$load ovrd_tradePeriodSustainedPLSRoffer = sustainedPLSROfferOverrides +$load ovrd_dateTimeSustainedPLSRoffer = sustainedPLSROfferOverrides + +$load ovrd_tradePeriodFastTWDRoffer = fastTWDROfferOverrides +$load ovrd_dateTimeFastTWDRoffer = fastTWDROfferOverrides +$load ovrd_tradePeriodSustainedTWDRoffer = sustainedTWDROfferOverrides +$load ovrd_dateTimeSustainedTWDRoffer = sustainedTWDROfferOverrides + +$load ovrd_tradePeriodEnergyBid = energyBidOverrides +$load ovrd_dateTimeEnergyBid = energyBidOverrides +$load ovrd_tradePeriodDispatchableBid = dispatchableEnergyBidOverrides +$load ovrd_datetimeDispatchableBid = dispatchableEnergyBidOverrides + +$gdxin + +* The parameters below added to fix the bug in vSPD online overrides +ovrd_tradePeriodEnergyOffer(tp,o,blk,'i_generationMWofferPrice') + $ ovrd_tradePeriodEnergyOfferX(tp,o,blk,'i_generationofferPrice') + = ovrd_tradePeriodEnergyOfferX(tp,o,blk,'i_generationofferPrice'); + +ovrd_dateTimeEnergyOffer(dt,o,blk,'i_generationMWofferPrice') + $ ovrd_dateTimeEnergyOfferX(dt,o,blk,'i_generationofferPrice') + = ovrd_dateTimeEnergyOfferX(dt,o,blk,'i_generationofferPrice'); +* The parameters above added to fix the bug in vSPD online overrides + +*overwrite period offer override by datetime offer override if datetime offer override exists (>0) +Loop i_dateTimeTradePeriodMap(dt,tp) do + ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeEnergyOffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeEnergyOffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodOfferParameter(tp,o,offerPar) + $ ovrd_dateTimeOfferParameter(dt,o,offerPar) + = ovrd_dateTimeOfferParameter(dt,o,offerPar) ; + + ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeFastPLSRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeFastPLSRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeSustainedPLSRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeSustainedPLSRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeFastTWDRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeFastTWDRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeSustainedTWDRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeSustainedTWDRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeFastILRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeFastILRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) + $ ovrd_dateTimeSustainedILRoffer(dt,o,blk,bidofrCmpnt) + = ovrd_dateTimeSustainedILRoffer(dt,o,blk,bidofrCmpnt) ; + + ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) + $ ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) + = ovrd_dateTimeReserveClassGenerationMaximum(dt,o,resC) ; + + ovrd_tradePeriodEnergyBid(tp,i_bid,blk,bidofrCmpnt) + $ ovrd_dateTimeEnergyBid(dt,i_bid,blk,bidofrCmpnt) + = ovrd_dateTimeEnergyBid(dt,i_bid,blk,bidofrCmpnt) ; + + ovrd_tradePeriodDispatchableBid(tp,i_bid) + $ ovrd_datetimeDispatchableBid(dt,i_bid) + = ovrd_datetimeDispatchableBid(dt,i_bid) ; +EndLoop; + +* Energy offer overrides +i_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodEnergyOffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +* Offer parameter overrides +i_tradePeriodOfferParameter(tp,o,offerPar) + $ (ovrd_tradePeriodOfferParameter(tp,o,offerPar) > 0) + = ovrd_tradePeriodOfferParameter(tp,o,offerPar) ; + +i_tradePeriodOfferParameter(tp,o,offerPar) + $ { ovrd_tradePeriodOfferParameter(tp,o,offerPar) + and (ovrd_tradePeriodOfferParameter(tp,o,offerPar) = eps ) + } = 0 ; + +* PLSR offer overrides +i_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodFastPLSRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +i_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodSustainedPLSRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +* TWDR offer overrides +i_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodFastTWDRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +i_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodSustainedTWDRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +* ILR offer overrides +i_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodFastILRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +i_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) + $ (ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) ; + +i_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) + $ { ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) + and (ovrd_tradePeriodSustainedILRoffer(tp,o,blk,bidofrCmpnt) = eps) + } = 0 ; + +* Genertion Reserve Class Capacity +i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) + $ (ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) > 0) + = ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) ; + +i_tradePeriodReserveClassGenerationMaximum(tp,o,resC) + $ { ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) + and (ovrd_tradePeriodReserveClassGenerationMaximum(tp,o,resC) = eps) + } = 0 ; + +* Enegry bid overrides +i_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) + $ (ovrd_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) > 0) + = ovrd_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) ; + +i_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) + $ { ovrd_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) + and (ovrd_tradePeriodEnergyBid(tp,bd,blk,bidofrCmpnt) = eps) + } = 0 ; + +i_tradePeriodDispatchableBid(tp,bd) + $ (ovrd_tradePeriodDispatchableBid(tp,bd) > 0) = yes ; + +i_tradePeriodDispatchableBid(tp,bd) + $ { ovrd_tradePeriodDispatchableBid(tp,bd) + and (ovrd_tradePeriodDispatchableBid(tp,bd) = eps) + } = no ; + +$offEnd + + +* End of file diff --git a/vSPDperiod.gms b/vSPDperiod.gms new file mode 100644 index 0000000..af7c1d9 --- /dev/null +++ b/vSPDperiod.gms @@ -0,0 +1,75 @@ +*===================================================================================== +* Name: vSPDPeriod.gms +* Function: Establish the set of periods selected to be solved in vSPD +* and unload to gdx file for later use in vSPDsolve.gms +* Developed by: Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* https://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: https://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Last modified on: 1 Nov 2022 +* +*===================================================================================== + +$include vSPDsettings.inc +$include vSPDcase.inc + +* If input file does not exist then go to the next input file +$ifthen exist "%inputPath%\%GDXname%.gdx" + + +*=============================================================================== +* 1. Initialize set and data +*=============================================================================== +Sets +tp 'Set of trading periods' +dt 'Set of datetime' +dt2tp(dt,tp) 'Mapping datetime to trading periods' + +stp(tp) 'Trading periods to be solved' +sdt(dt) 'Date time to be solved' +sdt2tp(dt,tp) 'Mapping solved datetime to trading periods' +; +alias (tp,tp1); + +Parameter +gdxDate(*) 'day, month, year of trade date' +; + +$gdxin "%inputPath%\%GDXname%.gdx" +$load gdxDate +$load tp = i_tradePeriod +$load dt = i_dateTime +$load dt2tp = i_dateTimeTradePeriodMap +$gdxin + +*=============================================================================== +* 2. Establish which trading periods are to be solved +*=============================================================================== +Sets +alp 'All trading periods to be solved' / All / +tmp 'Temporary list of trading period to be solved' +$include vSPDtpsToSolve.inc +; + +stp(tp) = no ; +sdt(dt) = no; + +stp(tp) $ sum[ tmp, diag(tp,tmp)] = yes ; +sdt(dt) $ sum[ tmp, diag(dt,tmp)] = yes ; + +stp(tp) $ sum[ tmp, diag(tmp,'All')] = yes ; +$if %opMode% == 'DWH' stp(tp) = yes; + +sdt(dt) $ sum[ stp(tp) $ dt2tp(dt,tp), 1 ] = yes ; +stp(tp) $ sum[ sdt(dt) $ dt2tp(dt,tp), 1 ] = yes ; + +sdt2tp(dt,tp) $ sum[ (sdt(dt), stp(tp)) $ dt2tp(dt,tp), 1 ] = yes ; + +execute_unload '%programPath%\vSPDperiod.gdx' + stp = i_TradePeriod + sdt = i_DateTime + sdt2tp = i_DateTimeTradePeriod + ; + +$endif diff --git a/vSPDreport.gms b/vSPDreport.gms new file mode 100644 index 0000000..dc3664e --- /dev/null +++ b/vSPDreport.gms @@ -0,0 +1,437 @@ +*===================================================================================== +* Name: vSPDreport.gms +* Function: Creates the detailed reports for normal SPD mode +* Developed by: Tuong Nguyen - Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* https://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: https://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Last modified on: 1 Oct 2019 +* +*===================================================================================== + +* Normal vSPD run output +*===================================================================================== +* Writing data in to CSV result files +*===================================================================================== + +* Trading period level report +$if not exist "%outputPath%\%runName%\%runName%_BusResults_TP.csv" $goto SkipTP + +* Trading period summary result +File +SummaryResults_TP / "%outputPath%\%runName%\%runName%_SummaryResults_TP.csv" / ; +SummaryResults_TP.pc = 5 ; SummaryResults_TP.lw = 0 ; +SummaryResults_TP.pw = 9999 ; SummaryResults_TP.ap = 1 ; +SummaryResults_TP.nd = 5 ; SummaryResults_TP.nw = 20 ; +put SummaryResults_TP ; +loop( (dt,rundt), + put dt.tl,rundt.tl, o_solveOK_TP(dt), o_ofv_TP(dt) + o_systemCost_TP(dt), o_systemBenefit_TP(dt) + o_penaltyCost_TP(dt), o_DefGenViolation_TP(dt) + o_SurpGenViolation_TP(dt),o_DefResv_TP(dt),o_SurpBranchFlow_TP(dt) + o_DefRampRate_TP(dt), o_SurpRampRate_TP(dt) + o_DefBranchGroupConst_TP(dt), o_SurpBranchGroupConst_TP(dt) + o_DefMnodeConst_TP(dt), o_SurpMnodeConst_TP(dt) / ; +) ; + +* Trading period island result +File IslandResults_TP /"%outputPath%\%runName%\%runName%_IslandResults_TP.csv"/; +IslandResults_TP.pc = 5 ; IslandResults_TP.lw = 0 ; +IslandResults_TP.pw = 9999 ; IslandResults_TP.ap = 1 ; +IslandResults_TP.nd = 5 ; +put IslandResults_TP ; +loop( (dt,rundt,isl), + put dt.tl,rundt.tl, isl.tl, o_islandGen_TP(dt,isl), o_islandLoad_TP(dt,isl) + o_islandClrBid_TP(dt,isl), o_islandBranchLoss_TP(dt,isl) + o_HVDCFlow_TP(dt,isl), o_HVDCLoss_TP(dt,isl) + o_islandRefPrice_TP(dt,isl), o_FIRReqd_TP(dt,isl) + o_SIRReqd_TP(dt,isl), o_FIRPrice_TP(dt,isl)o_SIRPrice_TP(dt,isl) +* NIRM output + o_FirCleared_TP(dt,isl), o_SirCleared_TP(dt,isl) + o_FirSent_TP(dt,isl), o_SirSent_TP(dt,isl) + o_FirReceived_TP(dt,isl), o_SirReceived_TP(dt,isl) + o_FirEffectiveCE_TP(dt,isl), o_SirEffectiveCE_TP(dt,isl) + o_FirEffectiveECE_TP(dt,isl), o_SirEffectiveECE_TP(dt,isl) +*NIRM output end + / ; +) ; + + +* Trading period bus result +File BusResults_TP / "%outputPath%\%runName%\%runName%_BusResults_TP.csv" / ; +BusResults_TP.pc = 5 ; +BusResults_TP.lw = 0 ; +BusResults_TP.pw = 9999 ; +BusResults_TP.ap = 1 ; +BusResults_TP.nd = 3 +put BusResults_TP ; +loop( (dt,rundt,b) $ bus(dt,b), + put dt.tl,rundt.tl, b.tl, o_busGeneration_TP(dt,b), o_busLoad_TP(dt,b) + o_busPrice_TP(dt,b), o_busDeficit_TP(dt,b), o_busSurplus_TP(dt,b) / ; +) ; + +* Trading period node result +File NodeResults_TP /"%outputPath%\%runName%\%runName%_NodeResults_TP.csv" / ; +NodeResults_TP.pc = 5 ; +NodeResults_TP.lw = 0 ; +NodeResults_TP.pw = 9999 ; +NodeResults_TP.ap = 1 ; +NodeResults_TP.nd = 4 ; +put NodeResults_TP ; +loop( (dt,rundt,n) $ node(dt,n), + put dt.tl,rundt.tl, n.tl, o_nodeGeneration_TP(dt,n), o_nodeLoad_TP(dt,n) + o_nodePrice_TP(dt,n), o_nodeDeficit_TP(dt,n), o_nodeSurplus_TP(dt,n) / ; +) ; + +* Trading period offer result +File OfferResults_TP /"%outputPath%\%runName%\%runName%_OfferResults_TP.csv"/ ; +OfferResults_TP.pc = 5 ; OfferResults_TP.lw = 0 ; +OfferResults_TP.pw = 9999 ; OfferResults_TP.ap = 1 ; +OfferResults_TP.nd = 4 ; +put OfferResults_TP ; +loop( (dt,rundt,o,trdr) $ { offer(dt,o) and OfferTrader(dt,o,trdr) }, + put dt.tl, rundt.tl, o.tl, trdr.tl + o_offerEnergy_TP(dt,o), o_offerFIR_TP(dt,o), o_offerSIR_TP(dt,o) / ; +) ; + +* Trading period bid result +File BidResults_TP / "%outputPath%\%runName%\%runName%_BidResults_TP.csv" / ; +BidResults_TP.pc = 5 ; BidResults_TP.lw = 0 ; +BidResults_TP.pw = 9999 ; BidResults_TP.ap = 1 ; +BidResults_TP.nd = 4 ; +put BidResults_TP ; +loop( (dt,rundt,bd,trdr) $ { bid(dt,bd) and BidTrader(dt,bd,trdr) }, + put dt.tl,rundt.tl, bd.tl, trdr.tl + o_bidTotalMW_TP(dt,bd), o_bidEnergy_TP(dt,bd) / ; +) ; + +* Trading period reserve result +File +ReserveResults_TP /"%outputPath%\%runName%\%runName%_ReserveResults_TP.csv" / ; +ReserveResults_TP.pc = 5 ; ReserveResults_TP.lw = 0 ; +ReserveResults_TP.pw = 9999 ; ReserveResults_TP.ap = 1 ; +ReserveResults_TP.nd = 3 ; +put ReserveResults_TP ; +loop( (dt,rundt,isl), + put dt.tl,rundt.tl, isl.tl, o_FIRReqd_TP(dt,isl), o_SIRReqd_TP(dt,isl) + o_FIRPrice_TP(dt,isl), o_SIRPrice_TP(dt,isl) + o_FIRViolation_TP(dt,isl), o_SIRViolation_TP(dt,isl) / ; +) ; + + +* Trading period risk result +File riskResults_TP / "%outputPath%\%runName%\%runName%_RiskResults_TP.csv" /; +riskResults_TP.pc = 5; riskResults_TP.lw = 0; +riskResults_TP.pw = 9999; riskResults_TP.ap = 1 ; +riskResults_TP.nd = 4 ; +put riskResults_TP ; +loop( (dt,rundt,isl,o,resC,GenRisk) + $ (o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) <> 0), + put dt.tl,rundt.tl, isl.tl, resC.tl ; + if (ContingentEvents(GenRisk), + put 'CE', 'GEN' ; + else + put 'ECE','GEN' ; + ); + + put o.tl, o_offerEnergy_TP(dt,o), o_offerRes_TP(dt,o,resC), FKband(dt,o) + FreeReserve(dt,isl,resC,GenRisk) + o_TotalIslandReserve(dt,isl,resC,GenRisk) + o_GenRiskShortfall_TP(dt,isl,o,resC,GenRisk) + o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) + o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) / ; +); + +loop( (dt,rundt,isl,resC,HVDCRisk) + $ (o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) <> 0), + put dt.tl,rundt.tl, isl.tl, resC.tl ; + if (ContingentEvents(HVDCRisk), + put 'CE', 'HVDC', 'HVDC'; + else + put 'ECE','HVDC', 'HVDC'; + ); + put o_HVDCreceived(dt,isl), 0, modulationRiskClass(dt,HVDCrisk) + o_HVDCRiskSubtractor(dt,isl,resC,HVDCrisk) + o_TotalIslandReserve(dt,isl,resC,HVDCrisk) + o_HVDCRiskShortfall_TP(dt,isl,resC,HVDCrisk) + o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) + o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) / ; +); + +loop( (dt,rundt,isl,resC,ManualRisk) + $ (o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) <> 0), + put dt.tl,rundt.tl, isl.tl, resC.tl ; + if (ContingentEvents(ManualRisk), + put 'CE', 'MANUAL', 'MANUAL'; + else + put 'ECE','MANUAL', 'MANUAL'; + ); + put IslandMinimumRisk(dt,isl,resC,ManualRisk) , 0, 0 + FreeReserve(dt,isl,resC,ManualRisk) + o_TotalIslandReserve(dt,isl,resC,ManualRisk) + o_ManualRiskShortfall_TP(dt,isl,resC,ManualRisk) + o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) + o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) / ; +); + +loop( (dt,rundt,isl,rg,resC,GenRisk) + $ (o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) <> 0), + put dt.tl,rundt.tl, isl.tl, resC.tl ; + if (ContingentEvents(GenRisk), + put 'CE', 'RISKGROUP'; + else + put 'ECE','RISKGROUP'; + ); + put rg.tl, o_groupEnergy_TP(dt,rg,GenRisk),o_groupRes_TP(dt,rg,resC,GenRisk) + o_groupFKband_TP(dt,rg,GenRisk), FreeReserve(dt,isl,resC,GenRisk) + o_TotalIslandReserve(dt,isl,resC,GenRisk) + o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,GenRisk) + o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) + o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) / ; +); + +* Trading period branch result +File +BranchResults_TP / "%outputPath%\%runName%\%runName%_BranchResults_TP.csv" / ; +BranchResults_TP.pc = 5 ; BranchResults_TP.lw = 0 ; +BranchResults_TP.pw = 9999 ; BranchResults_TP.ap = 1 ; +BranchResults_TP.nd = 5 ; +put BranchResults_TP ; +loop( (dt,rundt,br,frB,toB) $ branchDefn(dt,br,frB,toB), + put dt.tl, rundt.tl, br.tl, frB.tl, toB.tl, o_branchFlow_TP(dt,br) + o_branchCapacity_TP(dt,br), o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br), o_branchFromBusPrice_TP(dt,br) + o_branchToBusPrice_TP(dt,br), o_branchMarginalPrice_TP(dt,br) + o_branchTotalRentals_TP(dt,br) / ; +) ; + + +* Trading period branch constraint result +File BrCstrResults_TP +/ "%outputPath%\%runName%\%runName%_BrConstraintResults_TP.csv" / ; +BrCstrResults_TP.pc = 5 ; BrCstrResults_TP.lw = 0 ; +BrCstrResults_TP.pw = 9999 ; BrCstrResults_TP.ap = 1 ; +BrCstrResults_TP.nd = 5 ; +put BrCstrResults_TP ; +loop( (dt,rundt,brCstr) $ branchConstraint(dt,brCstr), + put dt.tl,rundt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) + o_brConstraintSense_TP(dt,brCstr), o_brConstraintRHS_TP(dt,brCstr) + o_brConstraintPrice_TP(dt,brCstr) / ; +) ; + + +* Trading period market node constraint result +File MnodeCstrResults_TP +/ "%outputPath%\%runName%\%runName%_MnodeConstraintResults_TP.csv" / ; +MnodeCstrResults_TP.pc = 5 ; MnodeCstrResults_TP.lw = 0 ; +MnodeCstrResults_TP.pw = 9999 ; MnodeCstrResults_TP.ap = 1 ; +MnodeCstrResults_TP.nd = 5 ; +put MnodeCstrResults_TP ; +loop( (dt,rundt,MnodeCstr) $ MnodeConstraint(dt,MnodeCstr), + put dt.tl,rundt.tl, MnodeCstr.tl, o_MnodeConstraintLHS_TP(dt,MnodeCstr) + o_MnodeConstraintSense_TP(dt,MnodeCstr) + o_MnodeConstraintRHS_TP(dt,MnodeCstr) + o_MnodeConstraintPrice_TP(dt,MnodeCstr) / ; +) ; + +$label SkipTP +*=============================================================================== + + + +*=============================================================================== +* Audit mode reporting process +*=============================================================================== +$ifthen.AuditReport %opMode%=='AUD' + +* Introduce zero tolerance to detect risk setter due to rounding issues +Scalar zeroTolerance / 0.000001 / ; + + +* Audit - branch loss result +File branchLoss_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchLoss.csv"/; +branchLoss_Audit.pc = 5 ; +branchLoss_Audit.lw = 0 ; +branchLoss_Audit.pw = 9999 ; +BranchLoss_Audit.ap = 1 ; +BranchLoss_Audit.nd = 9 ; +put BranchLoss_Audit ; +loop( (dt,rundt,br) $ branch(dt,br), + put dt.tl,rundt.tl, br.tl ; + loop(los $ o_LossSegmentBreakPoint(dt,br,los), + put o_LossSegmentBreakPoint(dt,br,los) + o_LossSegmentFactor(dt,br,los) ; + ) + put / ; +) ; + +* Audit - bus result +File busResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BusResults.csv"/; +busResults_Audit.pc = 5 ; +busResults_Audit.lw = 0 ; +busResults_Audit.pw = 9999 ; +BusResults_Audit.ap = 1 ; +BusResults_Audit.nd = 5 ; +put BusResults_Audit ; +loop( (dt,rundt,b,isl) $ { o_bus(dt,b) and busIsland(dt,b,isl) }, + put dt.tl,rundt.tl, isl.tl, b.tl, o_ACBusAngle(dt,b) + o_busPrice_TP(dt,b), o_busLoad_TP(dt,b) + o_ILBus_FIR_TP(dt,b), o_ILBus_SIR_TP(dt,b) / ; +) ; + +* Audit - market node result +File +MNodeResults_Audit /"%outputPath%\%runName%\%runName%_Audit_MNodeResults.csv"/; +MNodeResults_Audit.pc = 5 ; +MNodeResults_Audit.lw = 0 ; +MNodeResults_Audit.pw = 9999 ; +MNodeResults_Audit.ap = 1 ; +MNodeResults_Audit.nd = 5 ; +put MNodeResults_Audit ; +loop( (dt,rundt,o,isl) $ {offer(dt,o) and offerIsland(dt,o,isl) }, + put dt.tl,rundt.tl, isl.tl, o.tl, o_offerEnergy_TP(dt,o) + o_PLRO_FIR_TP(dt,o), o_PLRO_SIR_TP(dt,o) + o_TWRO_FIR_TP(dt,o), o_TWRO_SIR_TP(dt,o) / ; +) ; + +* Audit - branch result +File +brchResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchResults.csv"/; +brchResults_Audit.pc = 5 ; +brchResults_Audit.lw = 0 ; +brchResults_Audit.pw = 9999 ; +brchResults_Audit.ap = 1 ; +brchResults_Audit.nd = 9 ; +put brchResults_Audit ; +loop( (dt,rundt,br) $ branch(dt,br), + put dt.tl,rundt.tl, br.tl, o_branchFlow_TP(dt,br) + o_branchDynamicLoss_TP(dt,br), o_branchFixedLoss_TP(dt,br) + [o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br)] ; + if ( o_branchMarginalPrice_TP(dt,br) <> 0, put 'Y' ; + else put 'N' ; + ) ; + + put o_branchMarginalPrice_TP(dt,br) ; + + if( o_NonPhysicalLoss(dt,br) > NonPhysicalLossTolerance, put 'Y' / ; + else put 'N' / ; + ) ; +) ; + +* Audit - risk result +File +riskResults_Audit /"%outputPath%\%runName%\%runName%_Audit_RiskResults.csv"/; +riskResults_Audit.pc = 5 ; +riskResults_Audit.lw = 0 ; +riskResults_Audit.pw = 9999 ; +RiskResults_Audit.ap = 1 ; +RiskResults_Audit.nd = 5 ; +put RiskResults_Audit ; +loop( (dt,rundt,isl,resC), + loop( (o,GenRisk) $ { ( o_generationRiskLevel(dt,isl,o,resC,GenRisk) > 0 ) + and ( abs[ o_GenerationRiskLevel(dt,isl,o,resC,GenRisk) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, o.tl, GenRisk.tl + o_GenerationRiskLevel(dt,isl,o,resC,GenRisk) + o_ResCleared_TP(dt,isl,resC), o_EffectiveRes_TP(dt,isl,resC,GenRisk) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + + ) ; + + loop( HVDCrisk $ { (o_HVDCriskLevel(dt,isl,resC,HVDCrisk) > 0) + and ( abs[ o_HVDCriskLevel(dt,isl,resC,HVDCrisk) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, 'HVDC', HVDCrisk.tl + o_HVDCriskLevel(dt,isl,resC,HVDCrisk), o_ResCleared_TP(dt,isl,resC) + o_EffectiveRes_TP(dt,isl,resC,HVDCRisk) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + + loop( manualRisk $ { ( o_manuRiskLevel(dt,isl,resC,ManualRisk) > 0 ) + and ( abs[ o_manuRiskLevel(dt,isl,resC,manualRisk) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, 'Manual', manualRisk.tl + o_manuRiskLevel(dt,isl,resC,manualRisk),o_ResCleared_TP(dt,isl,resC) + o_EffectiveRes_TP(dt,isl,resC,manualRisk) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + + loop( (o,riskC) $ { HVDCsecRisk(riskC) + and ( o_genHVDCriskLevel(dt,isl,o,resC,riskC) > 0 ) + and ( abs[ o_genHVDCriskLevel(dt,isl,o,resC,riskC) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, o.tl, riskC.tl + o_GenHVDCRiskLevel(dt,isl,o, resC,riskC) + o_ResCleared_TP(dt,isl,resC), o_EffectiveRes_TP(dt,isl,resC,riskC) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + + loop( (o,riskC) $ { HVDCsecRisk(riskC) + and ( o_manuHVDCriskLevel(dt,isl,resC,riskC) > 0 ) + and ( abs[ o_manuHVDCriskLevel(dt,isl,resC,riskC) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, 'Manual', riskC.tl + o_manuHVDCriskLevel(dt,isl,resC,riskC) + o_ResCleared_TP(dt,isl,resC), o_EffectiveRes_TP(dt,isl,resC,riskC) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + + loop( (rg,riskC) $ { GenRisk(riskC) + and ( o_generationRiskGroupLevel(dt,isl,rg,resC,RiskC) > 0 ) + and ( abs[ o_generationRiskGroupLevel(dt,isl,rg,resC,RiskC) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, rg.tl, riskC.tl + o_generationRiskGroupLevel(dt,isl,rg,resC,RiskC) + o_ResCleared_TP(dt,isl,resC), o_EffectiveRes_TP(dt,isl,resC,riskC) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + +* Ensure still reporting for conditions with zero FIR and/or SIR required + if( (o_ReserveReqd_TP(dt,isl,resC) = 0) , + put dt.tl,rundt.tl, isl.tl, resC.tl, ' ', ' ', ' ' + o_ResCleared_TP(dt,isl,resC), o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; +) ; + +* Audit - objective result +File objResults_Audit /"%outputPath%\%runName%\%runName%_Audit_ObjResults.csv"/; +objResults_Audit.pc = 5 ; +objResults_Audit.lw = 0 ; +objResults_Audit.pw = 9999 ; +objResults_Audit.ap = 1 ; +objResults_Audit.nd = 5 ; +objResults_Audit.nw = 20 ; +put objResults_Audit +loop( (dt,rundt), + put dt.tl,rundt.tl, o_ofv_TP(dt) / +) ; + + +execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; +$endif.AuditReport +*=============================================================================== +*execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; + + + + diff --git a/vSPDreport.~gm b/vSPDreport.~gm new file mode 100644 index 0000000..5d9e344 --- /dev/null +++ b/vSPDreport.~gm @@ -0,0 +1,437 @@ +*===================================================================================== +* Name: vSPDreport.gms +* Function: Creates the detailed reports for normal SPD mode +* Developed by: Tuong Nguyen - Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* https://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: https://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Last modified on: 1 Oct 2019 +* +*===================================================================================== + +* Normal vSPD run output +*===================================================================================== +* Writing data in to CSV result files +*===================================================================================== + +* Trading period level report +$if not exist "%outputPath%\%runName%\%runName%_BusResults_TP.csv" $goto SkipTP + +* Trading period summary result +File +SummaryResults_TP / "%outputPath%\%runName%\%runName%_SummaryResults_TP.csv" / ; +SummaryResults_TP.pc = 5 ; SummaryResults_TP.lw = 0 ; +SummaryResults_TP.pw = 9999 ; SummaryResults_TP.ap = 1 ; +SummaryResults_TP.nd = 5 ; SummaryResults_TP.nw = 20 ; +put SummaryResults_TP ; +loop( (dt,rundt), + put dt.tl,rundt.tl, o_solveOK_TP(dt), o_ofv_TP(dt) + o_systemCost_TP(dt), o_systemBenefit_TP(dt) + o_penaltyCost_TP(dt), o_DefGenViolation_TP(dt) + o_SurpGenViolation_TP(dt),o_DefResv_TP(dt),o_SurpBranchFlow_TP(dt) + o_DefRampRate_TP(dt), o_SurpRampRate_TP(dt) + o_DefBranchGroupConst_TP(dt), o_SurpBranchGroupConst_TP(dt) + o_DefMnodeConst_TP(dt), o_SurpMnodeConst_TP(dt) / ; +) ; + +* Trading period island result +File IslandResults_TP /"%outputPath%\%runName%\%runName%_IslandResults_TP.csv"/; +IslandResults_TP.pc = 5 ; IslandResults_TP.lw = 0 ; +IslandResults_TP.pw = 9999 ; IslandResults_TP.ap = 1 ; +IslandResults_TP.nd = 5 ; +put IslandResults_TP ; +loop( (dt,rundt,isl), + put dt.tl,rundt.tl, isl.tl, o_islandGen_TP(dt,isl), o_islandLoad_TP(dt,isl) + o_islandClrBid_TP(dt,isl), o_islandBranchLoss_TP(dt,isl) + o_HVDCFlow_TP(dt,isl), o_HVDCLoss_TP(dt,isl) + o_islandRefPrice_TP(dt,isl), o_FIRReqd_TP(dt,isl) + o_SIRReqd_TP(dt,isl), o_FIRPrice_TP(dt,isl)o_SIRPrice_TP(dt,isl) +* NIRM output + o_FirCleared_TP(dt,isl), o_SirCleared_TP(dt,isl) + o_FirSent_TP(dt,isl), o_SirSent_TP(dt,isl) + o_FirReceived_TP(dt,isl), o_SirReceived_TP(dt,isl) + o_FirEffectiveCE_TP(dt,isl), o_SirEffectiveCE_TP(dt,isl) + o_FirEffectiveECE_TP(dt,isl), o_SirEffectiveECE_TP(dt,isl) +*NIRM output end + / ; +) ; + + +* Trading period bus result +File BusResults_TP / "%outputPath%\%runName%\%runName%_BusResults_TP.csv" / ; +BusResults_TP.pc = 5 ; +BusResults_TP.lw = 0 ; +BusResults_TP.pw = 9999 ; +BusResults_TP.ap = 1 ; +BusResults_TP.nd = 3 +put BusResults_TP ; +loop( (dt,rundt,b) $ bus(dt,b), + put dt.tl,rundt.tl, b.tl, o_busGeneration_TP(dt,b), o_busLoad_TP(dt,b) + o_busPrice_TP(dt,b), o_busDeficit_TP(dt,b), o_busSurplus_TP(dt,b) / ; +) ; + +* Trading period node result +File NodeResults_TP /"%outputPath%\%runName%\%runName%_NodeResults_TP.csv" / ; +NodeResults_TP.pc = 5 ; +NodeResults_TP.lw = 0 ; +NodeResults_TP.pw = 9999 ; +NodeResults_TP.ap = 1 ; +NodeResults_TP.nd = 4 ; +put NodeResults_TP ; +loop( (dt,rundt,n) $ node(dt,n), + put dt.tl,rundt.tl, n.tl, o_nodeGeneration_TP(dt,n), o_nodeLoad_TP(dt,n) + o_nodePrice_TP(dt,n), o_nodeDeficit_TP(dt,n), o_nodeSurplus_TP(dt,n) / ; +) ; + +* Trading period offer result +File OfferResults_TP /"%outputPath%\%runName%\%runName%_OfferResults_TP.csv"/ ; +OfferResults_TP.pc = 5 ; OfferResults_TP.lw = 0 ; +OfferResults_TP.pw = 9999 ; OfferResults_TP.ap = 1 ; +OfferResults_TP.nd = 4 ; +put OfferResults_TP ; +loop( (dt,rundt,o,trdr) $ { offer(dt,o) and OfferTrader(dt,o,trdr) }, + put dt.tl, rundt.tl, o.tl, trdr.tl + o_offerEnergy_TP(dt,o), o_offerFIR_TP(dt,o), o_offerSIR_TP(dt,o) / ; +) ; + +* Trading period bid result +File BidResults_TP / "%outputPath%\%runName%\%runName%_BidResults_TP.csv" / ; +BidResults_TP.pc = 5 ; BidResults_TP.lw = 0 ; +BidResults_TP.pw = 9999 ; BidResults_TP.ap = 1 ; +BidResults_TP.nd = 4 ; +put BidResults_TP ; +loop( (dt,rundt,bd,trdr) $ { bid(dt,bd) and BidTrader(dt,bd,trdr) }, + put dt.tl,rundt.tl, bd.tl, trdr.tl + o_bidTotalMW_TP(dt,bd), o_bidEnergy_TP(dt,bd) / ; +) ; + +* Trading period reserve result +File +ReserveResults_TP /"%outputPath%\%runName%\%runName%_ReserveResults_TP.csv" / ; +ReserveResults_TP.pc = 5 ; ReserveResults_TP.lw = 0 ; +ReserveResults_TP.pw = 9999 ; ReserveResults_TP.ap = 1 ; +ReserveResults_TP.nd = 3 ; +put ReserveResults_TP ; +loop( (dt,rundt,isl), + put dt.tl,rundt.tl, isl.tl, o_FIRReqd_TP(dt,isl), o_SIRReqd_TP(dt,isl) + o_FIRPrice_TP(dt,isl), o_SIRPrice_TP(dt,isl) + o_FIRViolation_TP(dt,isl), o_SIRViolation_TP(dt,isl) / ; +) ; + + +* Trading period risk result +File riskResults_TP / "%outputPath%\%runName%\%runName%_RiskResults_TP.csv" /; +riskResults_TP.pc = 5; riskResults_TP.lw = 0; +riskResults_TP.pw = 9999; riskResults_TP.ap = 1 ; +riskResults_TP.nd = 4 ; +put riskResults_TP ; +loop( (dt,rundt,isl,o,resC,GenRisk) + $ (o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) <> 0), + put dt.tl,rundt.tl, isl.tl, resC.tl ; + if (ContingentEvents(GenRisk), + put 'CE', 'GEN' ; + else + put 'ECE','GEN' ; + ); + + put o.tl, o_offerEnergy_TP(dt,o), o_offerRes_TP(dt,o,resC), FKband(dt,o) + FreeReserve(dt,isl,resC,GenRisk) + o_TotalIslandReserve(dt,isl,resC,GenRisk) + o_GenRiskShortfall_TP(dt,isl,o,resC,GenRisk) + o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) + o_GenRiskPrice_TP(dt,isl,o,resC,GenRisk) / ; +); + +loop( (dt,rundt,isl,resC,HVDCRisk) + $ (o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) <> 0), + put dt.tl,rundt.tl, isl.tl, resC.tl ; + if (ContingentEvents(HVDCRisk), + put 'CE', 'HVDC', 'HVDC'; + else + put 'ECE','HVDC', 'HVDC'; + ); + put o_HVDCreceived(dt,isl), 0, modulationRiskClass(dt,HVDCrisk) + o_HVDCRiskSubtractor(dt,isl,resC,HVDCrisk) + o_TotalIslandReserve(dt,isl,resC,HVDCrisk) + o_HVDCRiskShortfall_TP(dt,isl,resC,HVDCrisk) + o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) + o_HVDCRiskPrice_TP(dt,isl,resC,HVDCrisk) / ; +); + +loop( (dt,rundt,isl,resC,ManualRisk) + $ (o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) <> 0), + put dt.tl,rundt.tl, isl.tl, resC.tl ; + if (ContingentEvents(ManualRisk), + put 'CE', 'MANUAL', 'MANUAL'; + else + put 'ECE','MANUAL', 'MANUAL'; + ); + put IslandMinimumRisk(dt,isl,resC,ManualRisk) , 0, 0 + FreeReserve(dt,isl,resC,ManualRisk) + o_TotalIslandReserve(dt,isl,resC,ManualRisk) + o_ManualRiskShortfall_TP(dt,isl,resC,ManualRisk) + o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) + o_ManualRiskPrice_TP(dt,isl,resC,ManualRisk) / ; +); + +loop( (dt,rundt,isl,rg,resC,GenRisk) + $ (o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) <> 0), + put dt.tl,rundt.tl, isl.tl, resC.tl ; + if (ContingentEvents(GenRisk), + put 'CE', 'RISKGROUP'; + else + put 'ECE','RISKGROUP'; + ); + put rg.tl, o_groupEnergy_TP(dt,rg,GenRisk),o_groupRes_TP(dt,rg,resC,GenRisk) + o_groupFKband_TP(dt,rg,GenRisk), FreeReserve(dt,isl,resC,GenRisk) + o_TotalIslandReserve(dt,isl,resC,GenRisk) + o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,GenRisk) + o_ResViolation_TP(dt,isl,resC), o_ResPrice_TP(dt,isl,resC) + o_GenRiskGroupPrice_TP(dt,isl,rg,resC,GenRisk) / ; +); + +* Trading period branch result +File +BranchResults_TP / "%outputPath%\%runName%\%runName%_BranchResults_TP.csv" / ; +BranchResults_TP.pc = 5 ; BranchResults_TP.lw = 0 ; +BranchResults_TP.pw = 9999 ; BranchResults_TP.ap = 1 ; +BranchResults_TP.nd = 5 ; +put BranchResults_TP ; +loop( (dt,rundt,br,frB,toB) $ branchDefn(dt,br,frB,toB), + put dt.tl, rundt.tl, br.tl, frB.tl, toB.tl, o_branchFlow_TP(dt,br) + o_branchCapacity_TP(dt,br), o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br), o_branchFromBusPrice_TP(dt,br) + o_branchToBusPrice_TP(dt,br), o_branchMarginalPrice_TP(dt,br) + o_branchTotalRentals_TP(dt,br) / ; +) ; + + +* Trading period branch constraint result +File BrCstrResults_TP +/ "%outputPath%\%runName%\%runName%_BrConstraintResults_TP.csv" / ; +BrCstrResults_TP.pc = 5 ; BrCstrResults_TP.lw = 0 ; +BrCstrResults_TP.pw = 9999 ; BrCstrResults_TP.ap = 1 ; +BrCstrResults_TP.nd = 5 ; +put BrCstrResults_TP ; +loop( (dt,rundt,brCstr) $ branchConstraint(dt,brCstr), + put dt.tl,rundt.tl, brCstr.tl, o_brConstraintLHS_TP(dt,brCstr) + o_brConstraintSense_TP(dt,brCstr), o_brConstraintRHS_TP(dt,brCstr) + o_brConstraintPrice_TP(dt,brCstr) / ; +) ; + + +* Trading period market node constraint result +File MnodeCstrResults_TP +/ "%outputPath%\%runName%\%runName%_MnodeConstraintResults_TP.csv" / ; +MnodeCstrResults_TP.pc = 5 ; MnodeCstrResults_TP.lw = 0 ; +MnodeCstrResults_TP.pw = 9999 ; MnodeCstrResults_TP.ap = 1 ; +MnodeCstrResults_TP.nd = 5 ; +put MnodeCstrResults_TP ; +loop( (dt,rundt,MnodeCstr) $ MnodeConstraint(dt,MnodeCstr), + put dt.tl,rundt.tl, MnodeCstr.tl, o_MnodeConstraintLHS_TP(dt,MnodeCstr) + o_MnodeConstraintSense_TP(dt,MnodeCstr) + o_MnodeConstraintRHS_TP(dt,MnodeCstr) + o_MnodeConstraintPrice_TP(dt,MnodeCstr) / ; +) ; + +$label SkipTP +*=============================================================================== + + + +*=============================================================================== +* Audit mode reporting process +*=============================================================================== +$ifthen.AuditReport %opMode%=='AUD' + +* Introduce zero tolerance to detect risk setter due to rounding issues +Scalar zeroTolerance / 0.000001 / ; + + +* Audit - branch loss result +File branchLoss_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchLoss.csv"/; +branchLoss_Audit.pc = 5 ; +branchLoss_Audit.lw = 0 ; +branchLoss_Audit.pw = 9999 ; +BranchLoss_Audit.ap = 1 ; +BranchLoss_Audit.nd = 9 ; +put BranchLoss_Audit ; +loop( (dt,rundt,br) $ branch(dt,br), + put dt.tl,rundt.tl, br.tl ; + loop(los $ o_LossSegmentBreakPoint(dt,br,los), + put o_LossSegmentBreakPoint(dt,br,los) + o_LossSegmentFactor(dt,br,los) ; + ) + put / ; +) ; + +* Audit - bus result +File busResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BusResults.csv"/; +busResults_Audit.pc = 5 ; +busResults_Audit.lw = 0 ; +busResults_Audit.pw = 9999 ; +BusResults_Audit.ap = 1 ; +BusResults_Audit.nd = 5 ; +put BusResults_Audit ; +loop( (dt,rundt,b,isl) $ { o_bus(dt,b) and busIsland(dt,b,isl) }, + put dt.tl,rundt.tl, isl.tl, b.tl, o_ACBusAngle(dt,b) + o_busPrice_TP(dt,b), o_busLoad_TP(dt,b) + o_ILBus_FIR_TP(dt,b), o_ILBus_SIR_TP(dt,b) / ; +) ; + +* Audit - market node result +File +MNodeResults_Audit /"%outputPath%\%runName%\%runName%_Audit_MNodeResults.csv"/; +MNodeResults_Audit.pc = 5 ; +MNodeResults_Audit.lw = 0 ; +MNodeResults_Audit.pw = 9999 ; +MNodeResults_Audit.ap = 1 ; +MNodeResults_Audit.nd = 5 ; +put MNodeResults_Audit ; +loop( (dt,rundt,o,isl) $ {offer(dt,o) and offerIsland(dt,o,isl) }, + put dt.tl,rundt.tl, isl.tl, o.tl, o_offerEnergy_TP(dt,o) + o_PLRO_FIR_TP(dt,o), o_PLRO_SIR_TP(dt,o) + o_TWRO_FIR_TP(dt,o), o_TWRO_SIR_TP(dt,o) / ; +) ; + +* Audit - branch result +File +brchResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchResults.csv"/; +brchResults_Audit.pc = 5 ; +brchResults_Audit.lw = 0 ; +brchResults_Audit.pw = 9999 ; +brchResults_Audit.ap = 1 ; +brchResults_Audit.nd = 9 ; +put brchResults_Audit ; +loop( (dt,rundt,br) $ branch(dt,br), + put dt.tl,rundt.tl, br.tl, o_branchFlow_TP(dt,br) + o_branchDynamicLoss_TP(dt,br), o_branchFixedLoss_TP(dt,br) + [o_branchDynamicLoss_TP(dt,br) + o_branchFixedLoss_TP(dt,br)] ; + if ( o_branchMarginalPrice_TP(dt,br) <> 0, put 'Y' ; + else put 'N' ; + ) ; + + put o_branchMarginalPrice_TP(dt,br) ; + + if( o_NonPhysicalLoss(dt,br) > NonPhysicalLossTolerance, put 'Y' / ; + else put 'N' / ; + ) ; +) ; + +* Audit - risk result +File +riskResults_Audit /"%outputPath%\%runName%\%runName%_Audit_RiskResults.csv"/; +riskResults_Audit.pc = 5 ; +riskResults_Audit.lw = 0 ; +riskResults_Audit.pw = 9999 ; +RiskResults_Audit.ap = 1 ; +RiskResults_Audit.nd = 5 ; +put RiskResults_Audit ; +loop( (dt,rundt,isl,resC), + loop( (o,GenRisk) $ { ( o_generationRiskLevel(dt,isl,o,resC,GenRisk) > 0 ) + and ( abs[ o_GenerationRiskLevel(dt,isl,o,resC,GenRisk) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, o.tl, GenRisk.tl + o_GenerationRiskLevel(dt,isl,o,resC,GenRisk) + o_ResCleared_TP(dt,isl,resC), o_EffectiveRes_TP(dt,isl,resC,GenRisk) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + + ) ; + + loop( HVDCrisk $ { (o_HVDCriskLevel(dt,isl,resC,HVDCrisk) > 0) + and ( abs[ o_HVDCriskLevel(dt,isl,resC,HVDCrisk) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, 'HVDC', HVDCrisk.tl + o_HVDCriskLevel(dt,isl,resC,HVDCrisk), o_ResCleared_TP(dt,isl,resC) + o_EffectiveRes_TP(dt,isl,resC,HVDCRisk) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + + loop( manualRisk $ { ( o_manuRiskLevel(dt,isl,resC,ManualRisk) > 0 ) + and ( abs[ o_manuRiskLevel(dt,isl,resC,manualRisk) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, 'Manual', manualRisk.tl + o_manuRiskLevel(dt,isl,resC,manualRisk),o_ResCleared_TP(dt,isl,resC) + o_EffectiveRes_TP(dt,isl,resC,manualRisk) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + + loop( (o,riskC) $ { HVDCsecRisk(riskC) + and ( o_genHVDCriskLevel(dt,isl,o,resC,riskC) > 0 ) + and ( abs[ o_genHVDCriskLevel(dt,isl,o,resC,riskC) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, o.tl, riskC.tl + o_GenHVDCRiskLevel(dt,isl,o, resC,riskC) + o_ResCleared_TP(dt,isl,resC), o_EffectiveRes_TP(dt,isl,resC,riskC) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + + loop( (o,riskC) $ { HVDCsecRisk(riskC) + and ( o_manuHVDCriskLevel(dt,isl,resC,riskC) > 0 ) + and ( abs[ o_manuHVDCriskLevel(dt,isl,resC,riskC) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, 'Manual', riskC.tl + o_manuHVDCriskLevel(dt,isl,resC,riskC) + o_ResCleared_TP(dt,isl,resC), o_EffectiveRes_TP(dt,isl,resC,riskC) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + + loop( (rg,riskC) $ { GenRisk(riskC) + and ( o_generationRiskGroupLevel(dt,isl,rg,resC,RiskC) > 0 ) + and ( abs[ o_generationRiskGroupLevel(dt,isl,rg,resC,RiskC) + - o_ReserveReqd_TP(dt,isl,resC) + ] <= ZeroTolerance ) + }, + put dt.tl,rundt.tl, isl.tl, resC.tl, rg.tl, riskC.tl + o_generationRiskGroupLevel(dt,isl,rg,resC,RiskC) + o_ResCleared_TP(dt,isl,resC), o_EffectiveRes_TP(dt,isl,resC,riskC) + o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; + +* Ensure still reporting for conditions with zero FIR and/or SIR required + if( (o_ReserveReqd_TP(dt,isl,resC) = 0) , + put dt.tl,rundt.tl, isl.tl, resC.tl, ' ', ' ', ' ' + o_ResCleared_TP(dt,isl,resC), o_ResViolation_TP(dt,isl,resC) + o_ResPrice_TP(dt,isl,resC) / ; + ) ; +) ; + +* Audit - objective result +File objResults_Audit /"%outputPath%\%runName%\%runName%_Audit_ObjResults.csv"/; +objResults_Audit.pc = 5 ; +objResults_Audit.lw = 0 ; +objResults_Audit.pw = 9999 ; +objResults_Audit.ap = 1 ; +objResults_Audit.nd = 5 ; +objResults_Audit.nw = 20 ; +put objResults_Audit +loop( (dt,rundt), + put dt.tl,rundt.tl, o_ofv_TP(dt) / +) ; + + +execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; +$endif.AuditReport +*=============================================================================== +execute_unload '%outputPath%\%runName%\%GDXname%_AllData.gdx' ; + + + + diff --git a/Output/Test_Run_All/Programs/vSPDreportSetup.gms b/vSPDreportSetup.gms similarity index 58% rename from Output/Test_Run_All/Programs/vSPDreportSetup.gms rename to vSPDreportSetup.gms index 56320d8..834398f 100644 --- a/Output/Test_Run_All/Programs/vSPDreportSetup.gms +++ b/vSPDreportSetup.gms @@ -1,4 +1,4 @@ -*===================================================================================== +*=============================================================================== * Name: vSPDreportSetup.gms * Function: Creates the report templates for normal SPD run * Developed by: Tuong Nguyen - Electricity Authority, New Zealand @@ -7,8 +7,9 @@ * Contact: Forum: https://www.emi.ea.govt.nz/forum/ * Email: emi@ea.govt.nz * Last modified on: 1 Oct 2019 -* -*===================================================================================== +* Last modified on: 21 MAr 2022 +* add RunTime to report +*=============================================================================== $include vSPDsettings.inc @@ -16,104 +17,72 @@ File rep "Write a progess report" /"ProgressReport.txt"/ ; rep.lw = 0 ; rep.ap = 1 ; putclose rep "vSPDreportSetup started at: " system.date " " system.time /; - -* System level summary -File systemResults / "%outputPath%\%runName%\%runName%_SystemResults.csv" /; -systemResults.pc = 5 ; systemResults.lw = 0 ; systemResults.pw = 9999 ; -put systemResults 'Date','NumTradePeriodsStudied', 'ObjectiveFunctionValue' - 'SystemGen (MW(half)h)','SystemLoad (MW(half)h)', 'SystemLoss (MW(half)h)' - 'SystemViolation (MW(half)h)','SystemFIR (MW(half)h)' - 'SystemSIR (MW(half)h)','SystemGenerationRevenue ($)','SystemLoadCost ($)' - 'SystemNegativeLoadRevenue ($)','SystemSurplus ($)' ; - - -* Offer level summary -File offerResults / "%outputPath%\%runName%\%runName%_OfferResults.csv" /; -offerResults.pc = 5 ; offerResults.lw = 0 ; offerResults.pw = 9999 ; -put offerResults 'Date', 'NumTradePeriodsStudied', 'Offer', 'Trader' - 'Generation (MWh)', 'FIR (MWh)', 'SIR (MWh)' ; - - -* Trader level summary -File traderResults / "%outputPath%\%runName%\%runName%_TraderResults.csv" /; -traderResults.pc = 5 ; traderResults.lw = 0 ; traderResults.pw = 9999 ; -put traderResults 'Date', 'NumTradePeriodsStudied', 'Trader' - 'Generation (MWh)', 'FIR (MWh)', 'SIR (MWh)' ; - - -* Trade Period Reports - +* Trade Period Reports ********************************************************* File summaryResults_TP / "%outputPath%\%runName%\%runName%_SummaryResults_TP.csv" /; summaryResults_TP.pc = 5; summaryResults_TP.lw = 0; summaryResults_TP.pw = 9999; -put summaryResults_TP 'DateTime', 'SolveStatus (1=OK)', 'SystemOFV' +put summaryResults_TP 'DateTime','RunTime', 'SolveStatus (1=OK)', 'SystemOFV' 'SystemCost', 'SystemBenefit', 'ViolationCost' 'DeficitGenViol (MW)', 'SurplusGenViol (MW)', 'DeficitReserveViol (MW)' 'SurplusBranchFlowViol (MW)', 'DeficitRampRateViol (MW)' 'SurplusRampRateViol (MW)', 'DeficitBranchGroupConstraintViol (MW)' 'SurplusBranchGroupConstraintViol (MW)', - 'DeficitMNodeConstraintViol (MW)', 'SurplusMNodeConstraintViol (MW)' - 'DeficitACNodeConstraintViol(MW)', 'SurplusACNodeConstraintViol (MW)' - 'DeficitMixedConstraintViol (MW)', 'SurplusMixedConstraintViol (MW)' - 'DeficitGenericConstraintViol (MW)', 'SurplusGenericConstraintViol (MW)'; + 'DeficitMNodeConstraintViol (MW)', 'SurplusMNodeConstraintViol (MW)'; File islandResults_TP / "%outputPath%\%runName%\%runName%_IslandResults_TP.csv" /; islandResults_TP.pc = 5; islandResults_TP.lw = 0; islandResults_TP.pw = 9999; -put islandResults_TP 'DateTime', 'Island', 'Gen (MW)', 'Load (MW)' +put islandResults_TP 'DateTime','RunTime', 'Island', 'Gen (MW)', 'Load (MW)' 'Bid Load (MW)', 'IslandACLoss (MW)', 'HVDCFlow (MW)', 'HVDCLoss (MW)' - 'ReferencePrice ($/MWh)', 'FIR_req (MW)', 'SIR_req (MW)', 'FIR Price ($/MWh)' - 'SIR Price ($/MWh)', 'GenerationRevenue ($)', 'LoadCost ($)' - 'NegativeLoadRevenue ($)' + 'ReferencePrice ($/MWh)', 'FIR_req (MW)', 'SIR_req (MW)', + 'FIR Price ($/MWh)', 'SIR Price ($/MWh)' * NIRM output 'FIR_Clear', 'SIR_Clear', 'FIR_Share', 'SIR_Share' - 'FIR_Receive', 'SIR_Receive', 'FIR_Effective', 'SIR_Effective' + 'FIR_Receive', 'SIR_Receive', 'FIR_Effective_CE', 'SIR_Effective_CE' + 'FIR_Effective_ECE', 'SIR_Effective_ECE' *NIRM output end ; -File scarcityResults_TP / "%outputPath%\%runName%\%runName%_ScarcityResults_TP.csv" /; -scarcityResults_TP.pc = 5; scarcityResults_TP.lw = 0; scarcityResults_TP.pw = 9999; -put scarcityResults_TP 'DateTime', 'Island' - 'Scarcity exists (0=none, 1=island, 2=national)' - 'CPT passed', 'AvgPriorGWAP ($/MWh)', 'IslandGWAP_before ($/MWh)' - 'IslandGWAP_after ($/MWh)', 'ScarcityAreaGWAP_before ($/MWh)' - 'ScarcityAreaGWAP_after ($/MWh)', 'ScarcityScalingFactor' - 'CPT_GWAPthreshold ($/MWh)', 'GWAPfloor ($/MWh)', 'GWAPceiling ($/MWh)'; - - File busResults_TP / "%outputPath%\%runName%\%runName%_BusResults_TP.csv" /; busResults_TP.pc = 5; busResults_TP.lw = 0; busResults_TP.pw = 9999; -put busResults_TP 'DateTime', 'Bus', 'Generation (MW)', 'Load (MW)' - 'Price ($/MWh)', 'Revenue ($)', 'Cost ($)', 'Deficit(MW)', 'Surplus(MW)'; +put busResults_TP 'DateTime','RunTime', 'Bus', 'Generation (MW)', 'Load (MW)' + 'Price ($/MWh)', 'Deficit(MW)', 'Surplus(MW)'; File nodeResults_TP / "%outputPath%\%runName%\%runName%_NodeResults_TP.csv" /; nodeResults_TP.pc = 5; nodeResults_TP.lw = 0; nodeResults_TP.pw = 9999; -put nodeResults_TP 'DateTime', 'Node', 'Generation (MW)', 'Load (MW)' - 'Price ($/MWh)', 'Revenue ($)', 'Cost ($)', 'Deficit(MW)', 'Surplus(MW)'; +put nodeResults_TP 'DateTime','RunTime', 'Node', 'Generation (MW)', 'Load (MW)' + 'Price ($/MWh)', 'Deficit(MW)', 'Surplus(MW)'; File offerResults_TP / "%outputPath%\%runName%\%runName%_OfferResults_TP.csv" /; offerResults_TP.pc = 5; offerResults_TP.lw = 0; offerResults_TP.pw = 9999; -put offerResults_TP 'DateTime', 'Offer', 'Generation (MW)', 'FIR (MW)', 'SIR (MW)' ; +put offerResults_TP 'DateTime','RunTime', 'Offer', 'Trader' + 'Generation (MW)', 'FIR (MW)', 'SIR (MW)' ; File bidResults_TP / "%outputPath%\%runName%\%runName%_BidResults_TP.csv" /; bidResults_TP.pc = 5; bidResults_TP.lw = 0; bidResults_TP.pw = 9999; -put bidResults_TP 'DateTime', 'Bid', 'Total Bid (MW)' - 'Cleared Bid (MW)', 'FIR (MW)', 'SIR (MW)' ; +put bidResults_TP 'DateTime','RunTime', 'Bid', 'Trader' + 'Total Bid (MW)', 'Cleared Bid (MW)' ; File reserveResults_TP / "%outputPath%\%runName%\%runName%_ReserveResults_TP.csv" /; reserveResults_TP.pc = 5; reserveResults_TP.lw = 0; reserveResults_TP.pw = 9999; -put reserveResults_TP 'DateTime', 'Island', 'FIR Reqd (MW)', 'SIR Reqd (MW)' - 'FIR Price ($/MW)', 'SIR Price ($/MW)', 'FIR Violation (MW)' - 'SIR Violation (MW)', 'Virtual FIR (MW)', 'Virtual SIR (MW)' ; +put reserveResults_TP 'DateTime','RunTime', 'Island', 'FIR Reqd (MW)', 'SIR Reqd (MW)' + 'FIR Price ($/MW)', 'SIR Price ($/MW)', 'FIR Violation (MW)', 'SIR Violation (MW)' ; + + +File riskResults_TP / "%outputPath%\%runName%\%runName%_RiskResults_TP.csv" /; +riskResults_TP.pc = 5; riskResults_TP.lw = 0; riskResults_TP.pw = 9999; +put riskResults_TP 'DateTime','RunTime', 'Island', 'ReserveClass', 'RiskClass' + 'RiskType','RiskSetter','CoveredEnergy','CoveredReserve','CoveredFKBand' + 'RiskSubtractor','Reserve','Shortfall','Deficit','ReservePrice','RiskPrice'; File branchResults_TP / "%outputPath%\%runName%\%runName%_BranchResults_TP.csv" /; branchResults_TP.pc = 5; branchResults_TP.lw = 0; branchResults_TP.pw = 9999; -put branchResults_TP 'DateTime', 'Branch', 'FromBus', 'ToBus' +put branchResults_TP 'DateTime','RunTime', 'Branch', 'FromBus', 'ToBus' 'Flow (MW) (From->To)', 'Capacity (MW)', 'DynamicLoss (MW)' 'FixedLoss (MW)', 'FromBusPrice ($/MWh)', 'ToBusPrice ($/MWh)' 'BranchPrice ($/MWh)', 'BranchRentals ($)' ; @@ -121,13 +90,13 @@ put branchResults_TP 'DateTime', 'Branch', 'FromBus', 'ToBus' File brCstrResults_TP / "%outputPath%\%runName%\%runName%_BrConstraintResults_TP.csv" /; brCstrResults_TP.pc = 5; brCstrResults_TP.lw = 0; brCstrResults_TP.pw = 9999; -put brCstrResults_TP 'DateTime', 'BranchConstraint', 'LHS (MW)' +put brCstrResults_TP 'DateTime','RunTime', 'BranchConstraint', 'LHS (MW)' 'Sense (-1:<=, 0:=, 1:>=)', 'RHS (MW)', 'Price ($/MWh)' ; File MNodeCstrResults_TP / "%outputPath%\%runName%\%runName%_MNodeConstraintResults_TP.csv" /; MNodeCstrResults_TP.pc = 5; MNodeCstrResults_TP.lw = 0; MNodeCstrResults_TP.pw = 9999 ; -put MNodeCstrResults_TP 'DateTime', 'MNodeConstraint', 'LHS (MW)' +put MNodeCstrResults_TP 'DateTime','RunTime', 'MNodeConstraint', 'LHS (MW)' 'Sense (-1:<=, 0:=, 1:>=)', 'RHS (MW)', 'Price ($/MWh)' ; @@ -138,40 +107,40 @@ $Iftheni.Audit %opMode%=='AUD' File branchLoss_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchLoss.csv"/; branchLoss_Audit.pc = 5; branchLoss_Audit.lw = 0; branchLoss_Audit.pw = 9999; -put branchLoss_Audit 'DateTime', 'Branch Name' +put branchLoss_Audit 'DateTime','RunTime', 'Branch Name' 'LS1_MW', 'LS1_Factor', 'LS2_MW', 'LS2_Factor', 'LS3_MW', 'LS3_Factor' 'LS4_MW', 'LS4_Factor', 'LS5_MW', 'LS5_Factor', 'LS6_MW', 'LS6_Factor' ; File busResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BusResults.csv"/; busResults_Audit.pc = 5; busResults_Audit.lw = 0; busResults_Audit.pw = 9999; -put busResults_Audit 'DateTime', 'Island', 'Bus', 'Angle' +put busResults_Audit 'DateTime','RunTime', 'Island', 'Bus', 'Angle' 'Price', 'Load', 'Cleared ILRO 6s', 'Cleared ILRO 60s' ; File MNodeResults_Audit /"%outputPath%\%runName%\%runName%_Audit_MNodeResults.csv"/; MNodeResults_Audit.pc = 5; MNodeResults_Audit.lw = 0; MNodeResults_Audit.pw = 9999; -put MNodeResults_Audit 'DateTime', 'Island', 'Generator', 'Cleared GenMW' +put MNodeResults_Audit 'DateTime','RunTime', 'Island', 'Generator', 'Cleared GenMW' 'Cleared PLRO 6s', 'Cleared PLRO 60s' 'Cleared TWRO 6s', 'Cleared TWRO 60s' ; File brchResults_Audit /"%outputPath%\%runName%\%runName%_Audit_BranchResults.csv"/; brchResults_Audit.pc = 5; brchResults_Audit.lw = 0; brchResults_Audit.pw = 9999; -put brchResults_Audit 'DateTime', 'Branch Name', 'Flow', 'Variable Loss' +put brchResults_Audit 'DateTime','RunTime', 'Branch Name', 'Flow', 'Variable Loss' 'Fixed Loss', 'Total Losses', 'Constrained', 'Shadow Price', 'NonPhysicalLoss'; File riskResults_Audit /"%outputPath%\%runName%\%runName%_Audit_RiskResults.csv"/; riskResults_Audit.pc = 5; riskResults_Audit.lw = 0; riskResults_Audit.pw = 9999; -put riskResults_Audit 'DateTime', 'Island', 'ReserveClass', 'Risk Setter' +put riskResults_Audit 'DateTime','RunTime', 'Island', 'ReserveClass', 'Risk Setter' 'RiskClass', 'Max Risk', 'Reserve Cleared', 'Reserve Shared' - 'Violation', 'Reserve Price', 'Virtual Reserve MW' ; + 'Violation', 'Reserve Price' ; File objResults_Audit /"%outputPath%\%runName%\%runName%_Audit_ObjResults.csv"/; objResults_Audit.pc = 5; objResults_Audit.lw = 0; objResults_Audit.pw = 9999; -put objResults_Audit 'DateTime', 'Objective Function' ; +put objResults_Audit 'DateTime','RunTime', 'Objective Function' ; $endif.Audit diff --git a/Output/Test_Run_All/Programs/vSPDsettings.inc b/vSPDsettings.inc similarity index 70% rename from Output/Test_Run_All/Programs/vSPDsettings.inc rename to vSPDsettings.inc index 76176aa..800f792 100644 --- a/Output/Test_Run_All/Programs/vSPDsettings.inc +++ b/vSPDsettings.inc @@ -3,17 +3,18 @@ $inlinecom ## ## $eolcom ! *+++ Paths +++ -$setglobal runName Test_Run_All +$setglobal runName RTDP_202209021535 + $setglobal programPath '%system.fp%' $setglobal inputPath '%system.fp%..\Input\' $setglobal ovrdPath '%system.fp%..\Override\' $setglobal outputPath '%system.fp%..\Output\' -$setglobal vSPDinputOvrdData '' ! Name of override file +$setglobal vSPDinputOvrdData '' !Name of override file *+++ Model +++ -Scalar sequentialSolve / 0 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 +Scalar sequentialSolve / 1 / ; ! Vectorisation: Yes <-> i_SequentialSolve: 0 Scalar disconnectedNodePriceCorrection / 1 / ; Scalar tradePeriodReports / 1 / ; ! Specify 1 for reports at trading period level, 0 otherwise @@ -26,15 +27,15 @@ Scalar useHVDCBranchLimits / 1 / ; Scalar resolveCircularBranchFlows / 1 / ; Scalar resolveHVDCNonPhysicalLosses / 1 / ; Scalar resolveACNonPhysicalLosses / 0 / ; ! Placeholder for future code development -Scalar circularBranchFlowTolerance / 0.000001 / ; -Scalar nonPhysicalLossTolerance / 0.000001 / ; -Scalar useBranchFlowMIPTolerance / 0.000001 / ; +Scalar circularBranchFlowTolerance / 0.0001 / ; +Scalar nonPhysicalLossTolerance / 1e-6 / ; +Scalar useBranchFlowMIPTolerance / 1e-6 / ; *+++ Constraints +++ Scalar useReserveModel / 1 / ; -Scalar suppressMixedConstraint / 0 / ; -Scalar mixedMIPtolerance / 0.000001 / ; +Scalar suppressMixedConstraint / 0 / ; ! No longer used since Mixed MIP Constraints no longer exists +Scalar mixedMIPtolerance / 1e-6 / ; *+++ Solver +++ @@ -48,6 +49,4 @@ $setglobal licenseMode 1 *+++ Various switches +++ -$setglobal varResv -1 -$setglobal opMode SPD ! Leave this as SPD - +$setglobal opMode SPD ! SPD for normal SPD run diff --git a/vSPDsolve.gms b/vSPDsolve.gms new file mode 100644 index 0000000..f14a280 --- /dev/null +++ b/vSPDsolve.gms @@ -0,0 +1,2788 @@ +$ontext +*===================================================================================== +Name: vSPDsolve.gms +Function: Establish base case and override data, prepare data, and + solve the model +Developed by: Electricity Authority, New Zealand +Source: https://github.com/ElectricityAuthority/vSPD + http://www.emi.ea.govt.nz/Tools/vSPD +Contact: Forum: http://www.emi.ea.govt.nz/forum/ + Email: emi@ea.govt.nz +Created on: 1st November 2022 for Real Time Pricing + +*===================================================================================== + +Directory of code sections in vSPDsolve.gms: +1. Declare symbols and initialise some of them +2. Load data from GDX file f +3. Manage model and data compatability +4. Input data overrides - declare and apply (include vSPDoverrides.gms) +5. Initialise constraint violation penalties (CVPs) +6. The vSPD solve loop + a) Reset all sets, parameters and variables before proceeding with the next study trade period + b) Initialise current trade period and model data for the current trade period + c) Additional pre-processing on parameters and variables before model solve + d) Solve the model + e) Check if the LP results are valid + f) Resolve the model if required + g) Check for disconnected nodes and adjust prices accordingly + h) Collect and store results from the current model solve in the output (o_xxx) parameters + i) End of the solve vSPD loop +7. vSPD scarcity pricing post-processing +8. Write results to CSV report files and GDX files +$offtext + +*===================================================================================== +* 0. Initial setup +*===================================================================================== + +* Include paths, settings and case name files +$include vSPDsettings.inc +$include vSPDcase.inc + +* Update the ProgressReport.txt file +File rep "Write to a report" /"ProgressReport.txt"/; rep.lw = 0; rep.ap = 1; +putclose rep / 'Case "%GDXname%" started at: ' system.date " " system.time /; + +if(sequentialSolve, + putclose rep 'Vectorisation is switched OFF' /; +else + putclose rep 'Vectorisation is switched ON' /; +) ; + +* Set the solver for the LP and MIP +option lp = %Solver% ; +option mip = %Solver% ; + +* Set profile status +option profile = 0 ; + +* Set the solution print status in the lst file +option solprint = off; + +* Set the column (variable) and row (equation) listing in the lst file +option limcol = 0 ; +option limrow = 0 ; + +* Declare a temporary file +File temp ; + +* Allow empty data set declaration +$onempty + +*===================================================================================== +* 1. Declare symbols and initialise some of them +*===================================================================================== + +Sets + unsolvedDT(dt) 'Set of datetime that are not solved yet' + SOS1_solve(dt) 'Flag period that is resolved using SOS1' + +* Unmmaped bus defificit temporary sets + unmappedDeficitBus(dt,b) 'List of buses that have deficit generation (price) and are not mapped to any pnode - revisit' + changedDeficitBus(dt,b) 'List of buses that have deficit generation added from unmapped deficit bus - revisit' + ; + +Parameters +* Flag to apply corresponding vSPD model + VSPDModel(dt) '0=VSPD, 1=vSPD_BranchFlowMIP, 2=VSPD (last solve)' + +* MIP logic + circularBranchFlowExist(dt,br) 'Flag to indicate if circulating branch flows exist on each branch: 1 = Yes' + poleCircularBranchFlowExist(dt,pole) 'Flag to indicate if circulating branch flows exist on each an HVDC pole: 1 = Yes' + +* Calculated parameter used to check if non-physical loss occurs on HVDC + northHVDC(dt) 'HVDC MW sent from from SI to NI' + southHVDC(dt) 'HVDC MW sent from from NI to SI' + nonPhysicalLossExist(dt,br) 'Flag to indicate if non-physical losses exist on branch (applied to HVDC only): 1 = Yes' + manualBranchSegmentMWFlow(dt,br,los,fd) 'Manual calculation of the branch loss segment MW flow --> used to manually calculate hvdc branch losses' + manualLossCalculation(dt,br) 'MW losses calculated manually from the solution for each loss branch' + +* Calculated parameter used to check if circular branch flow exists on each HVDC pole + TotalHVDCpoleFlow(dt,pole) 'Total flow on an HVDC pole' + MaxHVDCpoleFlow(dt,pole) 'Maximum flow on an HVDC pole' + +* Disconnected bus post-processing + busGeneration(dt,b) 'MW generation at each bus for the study trade periods' + busLoad(dt,b) 'MW load at each bus for the study trade periods' + busPrice(dt,b) '$/MW price at each bus for the study trade periods' + busDisconnected(dt,b) 'Indication if bus is disconnected or not (1 = Yes) for the study trade periods' +* Unmmaped bus defificit temporary parameters + temp_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' +* TN - Replacing invalid prices after SOS1 + busSOSinvalid(dt,b) 'Buses with invalid bus prices after SOS1 solve' + numberofbusSOSinvalid(dt) 'Number of buses with invalid bus prices after SOS1 solve --> used to check if invalid prices can be improved (numberofbusSOSinvalid reduces after each iteration)' +* System loss calculated by SPD for RTD run + SPDLoadCalcLosses(dt,isl) 'Island losses calculated by SPD in the first solve to adjust demand' + ; + +Parameters +* Dispatch results for reporting - Trade period level - Island output + o_islandGen_TP(dt,isl) 'Island MW generation for the different time periods' + o_islandLoad_TP(dt,isl) 'Island MW fixed load for the different time periods' + o_islandClrBid_TP(dt,isl) 'Island cleared MW bid for the different time periods' + o_islandBranchLoss_TP(dt,isl) 'Intra-island branch losses for the different time periods (MW)' + o_islandRefPrice_TP(dt,isl) 'Reference prices in each island ($/MWh)' + + o_HVDCflow_TP(dt,isl) 'HVDC flow from each island (MW)' + o_HVDCloss_TP(dt,isl) 'HVDC losses (MW)' + o_HVDCpoleFixedLoss_TP(dt,isl) 'Fixed loss on inter-island HVDC (MW)' + o_HVDCreceived(dt,isl) 'Energy Recevied from HVDC into an island' + o_HVDCRiskSubtractor(dt,isl,resC,riskC) 'OutPut HVDC risk subtractor' + + o_busGeneration_TP(dt,b) 'Output MW generation at each bus for the different time periods' + o_busLoad_TP(dt,b) 'Output MW load at each bus for the different time periods' + o_busPrice_TP(dt,b) 'Output $/MW price at each bus for the different time periods' + o_busDeficit_TP(dt,b) 'Bus deficit violation for each trade period' + o_busSurplus_TP(dt,b) 'Bus surplus violation for each trade period' + + o_branchFromBusPrice_TP(dt,br) 'Output from bus price ($/MW) for branch reporting' + o_branchToBusPrice_TP(dt,br) 'Output to bus price ($/MW) for branch reporting' + o_branchMarginalPrice_TP(dt,br) 'Output marginal branch constraint price ($/MW) for branch reporting' + o_branchFlow_TP(dt,br) 'Output MW flow on each branch for the different time periods' + o_branchDynamicLoss_TP(dt,br) 'Output MW dynamic loss on each branch for the different time periods' + o_branchTotalLoss_TP(dt,br) 'Output MW total loss on each branch for the different time periods' + o_branchFixedLoss_TP(dt,br) 'Output MW fixed loss on each branch for the different time periods' + o_branchTotalRentals_TP(dt,br) 'Output $ rentals on transmission branches using total (dynamic + fixed) for the different time periods' + o_branchCapacity_TP(dt,br) 'Output MW branch capacity for branch reporting' + + o_ACbranchTotalRentals(dt) 'FTR rental - Total AC rental by trading period' + o_ACbranchLossMW(dt,br,los) 'FTR rental - MW element of the loss segment curve in MW' + o_ACbranchLossFactor(dt,br,los) 'FTR rental Loss factor element of the loss segment curve applied to' + + o_offerEnergy_TP(dt,o) 'Output MW cleared for each energy offer for each trade period' + o_offerRes_TP(dt,o,resC) 'Output MW cleared for each reserve offer for each trade period' + o_offerFIR_TP(dt,o) 'Output MW cleared for FIR for each trade period' + o_offerSIR_TP(dt,o) 'Output MW cleared for SIR for each trade period' + + o_groupEnergy_TP(dt,rg,riskC) 'Output MW cleared for risk group for each trade period' + o_groupFKband_TP(dt,rg,riskC) 'Output FK band MW applied for risk group for each trade period' + o_groupRes_TP(dt,rg,resC,riskC) 'Output reserve MW cleared for risk group for each trade period' + + o_bidEnergy_TP(dt,bd) 'Output MW cleared for each energy bid for each trade period' + o_bidTotalMW_TP(dt,bd) 'Output total MW bidded for each energy bid for each trade period' + + o_ReserveReqd_TP(dt,isl,resC) 'Output MW required for each reserve class in each trade period' + o_FIRreqd_TP(dt,isl) 'Output MW required FIR for each trade period' + o_SIRreqd_TP(dt,isl) 'Output MW required SIR for each trade period' + o_ResCleared_TP(dt,isl,resC) 'Reserve cleared from an island for each trade period' + o_FIRcleared_TP(dt,isl) 'Output - total FIR cleared by island' + o_SIRcleared_TP(dt,isl) 'Output - total SIR cleared by island' + o_ResPrice_TP(dt,isl,resC) 'Output $/MW price for each reserve classes for each trade period' + o_FIRprice_TP(dt,isl) 'Output $/MW price for FIR reserve classes for each trade period' + o_SIRprice_TP(dt,isl) 'Output $/MW price for SIR reserve classes for each trade period' + + o_GenRiskPrice_TP(dt,isl,o,resC,riskC) 'Output Gen risk marginal prices' + o_HVDCSecRiskPrice_TP(dt,isl,o,resC,riskC) 'Output HVDC risk marginal prices' + o_GenRiskGroupPrice_TP(dt,isl,rg,resC,riskC) 'Output risk group marginal prices' + o_HVDCRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' + o_ManualRiskPrice_TP(dt,isl,resC,riskC) 'Output Manual risk marginal prices' + o_HVDCSecManualRiskPrice_TP(dt,isl,resC,riskC) 'Output HVDC risk marginal prices' + + o_GenRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output Gen risk shortfall' + o_HVDCSecRiskShortfall_TP(dt,isl,o,resC,riskC) 'Output HVDC risk shortfall' + o_GenRiskGroupShortfall_TP(dt,isl,rg,resC,riskC) 'Output risk group shortfall' + o_HVDCRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' + o_ManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output Manual risk shortfall' + o_HVDCSecManualRiskShortfall_TP(dt,isl,resC,riskC) 'Output HVDC risk shortfall' + + o_ResViolation_TP(dt,isl,resC) 'Violation MW for each reserve classes for each trade period' + o_FIRviolation_TP(dt,isl) 'Violation MW for FIR reserve classes for each trade period' + o_SIRviolation_TP(dt,isl) 'Violation MW for SIR reserve classes for each trade period' + + o_nodeGeneration_TP(dt,n) 'Ouput MW generation at each node for the different time periods' + o_nodeLoad_TP(dt,n) 'Ouput MW load at each node for the different time periods' + o_nodePrice_TP(dt,n) 'Output $/MW price at each node for the different time periods' + o_nodeDeficit_TP(dt,n) 'Output node deficit violation for each trade period' + o_nodeSurplus_TP(dt,n) 'Output node surplus violation for each trade period' + o_nodeDead_TP(dt,n) 'Define if a Node (Pnode) is dead' + o_nodeDeadPrice_TP(dt,n) 'Flag to check if a dead Node has valid price' + o_nodeDeadPriceFrom_TP(dt,n,n1) 'Flag to show which price node the price of the dead node come from' +* Security constraint data + o_brConstraintSense_TP(dt,brCstr) 'Branch constraint sense for each output report' + o_brConstraintLHS_TP(dt,brCstr) 'Branch constraint LHS for each output report' + o_brConstraintRHS_TP(dt,brCstr) 'Branch constraint RHS for each output report' + o_brConstraintPrice_TP(dt,brCstr) 'Branch constraint price for each output report' +* Mnode constraint data + o_MnodeConstraintSense_TP(dt,MnodeCstr) 'Market node constraint sense for each output report' + o_MnodeConstraintLHS_TP(dt,MnodeCstr) 'Market node constraint LHS for each output report' + o_MnodeConstraintRHS_TP(dt,MnodeCstr) 'Market node constraint RHS for each output report' + o_MnodeConstraintPrice_TP(dt,MnodeCstr) 'Market node constraint price for each output report' +* TradePeriod summary report + o_solveOK_TP(dt) 'Solve status for summary report (1=OK)' + o_systemCost_TP(dt) 'System cost for summary report' + o_systemBenefit_TP(dt) 'System benefit of cleared bids for summary report' + o_ofv_TP(dt) 'Objective function value for summary report' + o_penaltyCost_TP(dt) 'Penalty cost for summary report' + o_defGenViolation_TP(dt) 'Deficit generation violation for summary report' + o_surpGenViolation_TP(dt) 'Surplus generaiton violation for summary report' + o_surpBranchFlow_TP(dt) 'Surplus branch flow violation for summary report' + o_defRampRate_TP(dt) 'Deficit ramp rate violation for summary report' + o_surpRampRate_TP(dt) 'Surplus ramp rate violation for summary report' + o_surpBranchGroupConst_TP(dt) 'Surplus branch group constraint violation for summary report' + o_defBranchGroupConst_TP(dt) 'Deficit branch group constraint violation for summary report' + o_defMnodeConst_TP(dt) 'Deficit market node constraint violation for summary report' + o_surpMnodeConst_TP(dt) 'Surplus market node constraint violation for summary report' + o_defResv_TP(dt) 'Deficit reserve violation for summary report' + +* Factor to prorate the deficit and surplus at the nodal level + totalBusAllocation(dt,b) 'Total allocation of nodes to bus' + busNodeAllocationFactor(dt,b,n) 'Bus to node allocation factor' + +* Audit - extra output declaration + o_lossSegmentBreakPoint(dt,br,los) 'Audit - loss segment MW' + o_lossSegmentFactor(dt,br,los) 'Audit - loss factor of each loss segment' + o_ACbusAngle(dt,b) 'Audit - bus voltage angle' + o_nonPhysicalLoss(dt,br) 'Audit - non physical loss' + + o_ILRO_FIR_TP(dt,o) 'Audit - ILRO FIR offer cleared (MWh)' + o_ILRO_SIR_TP(dt,o) 'Audit - ILRO SIR offer cleared (MWh)' + o_ILbus_FIR_TP(dt,b) 'Audit - ILRO FIR cleared at bus (MWh)' + o_ILbus_SIR_TP(dt,b) 'Audit - ILRO SIR cleared at bus (MWh)' + o_PLRO_FIR_TP(dt,o) 'Audit - PLRO FIR offer cleared (MWh)' + o_PLRO_SIR_TP(dt,o) 'Audit - PLRO SIR offer cleared (MWh)' + o_TWRO_FIR_TP(dt,o) 'Audit - TWRO FIR offer cleared (MWh)' + o_TWRO_SIR_TP(dt,o) 'Audit - TWRO SIR offer cleared (MWh)' + + o_generationRiskLevel(dt,isl,o,resC,riskC) 'Audit - generation risk' + + o_HVDCriskLevel(dt,isl,resC,riskC) 'Audit - DCCE and DCECE risk' + + o_manuRiskLevel(dt,isl,resC,riskC) 'Audit - manual risk' + + o_genHVDCriskLevel(dt,isl,o,resC,riskC) 'Audit - generation + HVDC secondary risk' + + o_manuHVDCriskLevel(dt,isl,resC,riskC) 'Audit - manual + HVDC secondary' + + o_generationRiskGroupLevel(dt,isl,rg,resC,riskC) 'Audit - generation group risk' + + +* TN - output parameters added for NMIR project -------------------------------- + o_FirSent_TP(dt,isl) 'FIR export from an island for each trade period' + o_SirSent_TP(dt,isl) 'SIR export from an island for each trade period' + o_FirReceived_TP(dt,isl) 'FIR received at an island for each trade period' + o_SirReceived_TP(dt,isl) 'SIR received at an island for each trade period' + o_FirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' + o_SirEffReport_TP(dt,isl) 'Effective FIR share for reporting to an island for each trade period' + o_EffectiveRes_TP(dt,isl,resC,riskC) 'Effective reserve share to an island for each trade period' + o_FirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' + o_SirEffectiveCE_TP(dt,isl) 'Effective FIR share to an island for each trade period' + o_FirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' + o_SirEffectiveECE_TP(dt,isl) 'Effective FIR share to an island for each trade period' + + o_TotalIslandReserve(dt,isl,resC,riskC) 'Total Reserve cleared in a island including shared Reserve' +* TN - output parameters added for NMIR project end ---------------------------- + ; + +Scalars + modelSolved 'Flag to indicate if the model solved successfully (1 = Yes)' / 0 / + LPmodelSolved 'Flag to indicate if the final LP model (when MIP fails) is solved successfully (1 = Yes)' / 0 / + exitLoop 'Flag to exit solve loop' / 0 / + ; + + + +*===================================================================================== +* 2. Load data from GDX file +*===================================================================================== + +* If input file does not exist then go to the next input file +$if not exist "%inputPath%\%GDXname%.gdx" $goto nextInput + +* Load trading period to be solved +$onmulti +$gdxin "vSPDPeriod.gdx" +$load tp=i_tradePeriod dt=i_dateTime dt2tp = i_dateTimeTradePeriod +$gdxin + +* Call the GDX routine and load the input data: +$gdxin "%inputPath%\%GDXname%.gdx" +* Sets +$load caseName rundt=i_runDateTime +$load b = i_bus n = i_node o = i_offer bd = i_bid trdr = i_trader +$load br = i_branch brCstr = i_branchConstraint MnodeCstr = i_MnodeConstraint +$load node = i_dateTimeNode bus = i_dateTimeBus +$load node2node = i_dateTimeNodetoNode +$load offerTrader = i_dateTimeOfferTrader +$load offerNode = i_dateTimeOfferNode +$load bidTrader = i_dateTimeBidTrader +$load bidNode = i_dateTimeBidNode +$load nodeBus = i_dateTimeNodeBus +$load busIsland = i_dateTimeBusIsland +$load branchDefn = i_dateTimeBranchDefn +$load riskGenerator = i_dateTimeRiskGenerator +$load PrimarySecondaryOffer = i_dateTimePrimarySecondaryOffer +$load dispatchableBid = i_dateTimeDispatchableBid +$load rg = i_riskGroup +$load riskGroupOffer = i_dateTimeRiskGroup + +* Parameters +$load gdxDate intervalDuration = i_intervalLength +$load offerParameter = i_dateTimeOfferParameter +$load energyOffer = i_dateTimeEnergyOffer +$load fastPLSRoffer = i_dateTimeFastPLSRoffer +$load sustainedPLSRoffer = i_dateTimeSustainedPLSRoffer +$load fastTWDRoffer = i_dateTimeFastTWDRoffer +$load sustainedTWDRoffer = i_dateTimeSustainedTWDRoffer +$load fastILRoffer = i_dateTimeFastILRoffer +$load sustainedILRoffer = i_dateTimeSustainedILRoffer + +$load energyBid = i_dateTimeEnergyBid +$load nodeDemand = i_dateTimeNodeDemand + +$load refNode = i_dateTimeReferenceNode +$load HVDCBranch = i_dateTimeHVDCBranch +$load branchParameter = i_dateTimeBranchParameter +$load branchCapacity = i_dateTimeBranchCapacity +$load branchOpenStatus = i_dateTimeBranchOpenStatus +$load nodeBusAllocationFactor = i_dateTimeNodeBusAllocationFactor +$load busElectricalIsland = i_dateTimeBusElectricalIsland + +$load riskParameter = i_dateTimeRiskParameter +$load islandMinimumRisk = i_dateTimeManualRisk +$load HVDCsecRiskEnabled = i_dateTimeHVDCsecRiskEnabled +$load HVDCsecRiskSubtractor = i_dateTimeHVDCsecRiskSubtractor +$load ReserveMaximumFactor = i_dateTimeReserveMaximumFactor + +$load branchCstrFactors = i_dateTimeBranchConstraintFactors +$load branchCstrRHS = i_dateTimeBranchConstraintRHS +$load mnCstrEnrgFactors = i_dateTimeMNCnstrEnrgFactors +$load mnCnstrResrvFactors = i_dateTimeMNCnstrResrvFactors +$load mnCnstrEnrgBidFactors = i_dateTimeMNCnstrEnrgBidFactors +$load mnCnstrResrvBidFactors = i_dateTimeMNCnstrResrvBidFactors +$load mnCnstrRHS = i_dateTimeMNCnstrRHS + +* National market for IR effective date 20 Oct 2016 +$load reserveRoundPower = i_dateTimeReserveRoundPower +$load reserveShareEnabled = i_dateTimeReserveSharing +$load modulationRiskClass = i_dateTimeModulationRisk +$load roundPower2MonoLevel = i_dateTimeRoundPower2Mono +$load bipole2MonoLevel = i_dateTimeBipole2Mono +$load monopoleMinimum = i_dateTimeReserveSharingPoleMin +$load HVDCControlBand = i_dateTimeHVDCcontrolBand +$load HVDClossScalingFactor = i_dateTimeHVDClossScalingFactor +$load sharedNFRfactor = i_dateTimeSharedNFRfactor +$load sharedNFRLoadOffset = i_dateTimeSharedNFRLoadOffset +$load effectiveFactor = i_dateTimeReserveEffectiveFactor +$load RMTreserveLimitTo = i_dateTimeRMTreserveLimit +$load rampingConstraint = i_dateTimeRampingConstraint + +*Real Time Pricing Project +$load studyMode = i_studyMode +$load useGenInitialMW = i_dateTimeUseGenInitialMW +$load runEnrgShortfallTransfer = i_dateTimeRunEnrgShortfallTransfer +$load runPriceTransfer = i_dateTimeRunPriceTransfer +$load replaceSurplusPrice = i_dateTimeReplaceSurplusPrice +$load rtdIgIncreaseLimit = i_dateTimeRtdIgIncreaseLimit +$load useActualLoad = i_dateTimeUseActualLoad +$load dontScaleNegativeLoad = i_dateTimeDontScaleNegativeLoad +$load inputInitialLoad = i_dateTimeInputInitialLoad +$load conformingFactor = i_dateTimeConformingFactor +$load nonConformingLoad = i_dateTimeNonConformingLoad +$load loadIsOverride = i_dateTimeLoadIsOverride +$load loadIsBad = i_dateTimeLoadIsBad +$load loadIsNCL = i_dateTimeLoadIsNCL +$load maxLoad = i_dateTimeMaxLoad +$load instructedloadshed = i_dateTimeInstructedLoadShed +$load instructedshedactive = i_dateTimeInstructedShedActive +$load islandMWIPS = i_dateTimeIslandMWIPS +$load islandPDS = i_dateTimeIslandPDS +$load islandLosses = i_dateTimeIslandLosses + +$load energyScarcityEnabled = i_dateTimeEnergyScarcityEnabled +$load reserveScarcityEnabled = i_dateTimeReserveScarcityEnabled +$load scarcityEnrgNationalFactor = i_dateTimeScarcityEnrgNationalFactor +$load scarcityEnrgNationalPrice = i_dateTimeScarcityEnrgNationalPrice +$load scarcityEnrgNodeFactor = i_dateTimeScarcityEnrgNodeFactor +$load scarcityEnrgNodeFactorPrice = i_dateTimeScarcityEnrgNodeFactorPrice +$load scarcityEnrgNodeLimit = i_dateTimeScarcityEnrgNodeLimit +$load scarcityEnrgNodeLimitPrice = i_dateTimeScarcityEnrgNodeLimitPrice +$load scarcityResrvIslandLimit = i_dateTimeScarcityResrvIslandLimit +$load scarcityResrvIslandPrice = i_dateTimeScarcityResrvIslandPrice +$gdxin + +*=============================================================================== +* 3. Manage model and data compatability +*=============================================================================== +* This section manages the changes to model flags to ensure backward +* compatibility given changes in the SPD model formulation over time: +* Ex: some data (sets) only starting to exist at certain time and we need to use +* GDX time to check if we can load that data (set) from gdx. + +* Gregorian date of when symbols have been included into the GDX files +Scalars inputGDXGDate 'Gregorian date of input GDX file' ; +inputGDXGDate = jdate(gdxDate('year'),gdxDate('month'),gdxDate('day')); + +* The code below is for example and not currently used +$ontext +put_utility temp 'gdxin' / '%inputPath%\%GDXname%.gdx' ; +if (inputGDXGDate >= jdate(2022,11,1) or sum[sameas(caseName,testCases),1] , + execute_load + energyScarcityEnabled = i_energyScarcityEnabled + ; +) ; +$oftext + + +*===================================================================================== +* 4. Input data overrides - declare and apply (include vSPDoverrides.gms) +*===================================================================================== + +$ontext + - At this point, vSPDoverrides.gms is included into vSPDsolve.gms if an override + file defined by the $setglobal vSPDinputOvrdData in vSPDSetting.inc exists. + - All override data symbols have the characters 'Ovrd' appended to the original + symbol name. After declaring the override symbols, the override data is + installed and the original symbols are overwritten. + - Note that the Excel interface permits a limited number of input data symbols + to be overridden. The EMI interface will create a GDX file of override values + for all data inputs to be overridden. If operating in standalone mode, + overrides can be installed by any means the user prefers - GDX file, $include + file, hard-coding, etc. But it probably makes sense to mimic the GDX file as + used by EMI. +$offtext + +$if exist "%ovrdPath%%vSPDinputOvrdData%.gdx" $include vSPDoverrides.gms + + +*=============================================================================== +* 5. Initialise model mapping and inputs +*=============================================================================== +$onend + +* Check if NMIR is enabled +UseShareReserve = 1 $ sum[ (dt,resC), reserveShareEnabled(dt,resC)] ; + +* Pre-dispatch schedule is solved sequentially +sequentialSolve $ { (studyMode >= 130) and (studyMode <= 133) } = 1 ; +sequentialSolve $ sum[dt, useGenInitialMW(dt)] = 1; +sequentialSolve $ UseShareReserve = 1; + + + +* Initialise genrating offer parameters ---------------------------------------- +GenerationStart(dt,o) = offerParameter(dt,o,'initialMW') + + sum[ o1 $ primarySecondaryOffer(dt,o,o1) + , offerParameter(dt,o1,'initialMW') ] ; +* if useGenIntitialMW = 1 --> sequential solve like PRSS, NRSS +GenerationStart(dt,o) $ { (useGenInitialMW(dt) = 1) and (ord(dt) > 1) } = 0; + +RampRateUp(dt,o) = offerParameter(dt,o,'rampUpRate') ; +RampRateDn(dt,o) = offerParameter(dt,o,'rampDnRate') ; +ReserveGenerationMaximum(dt,o) = offerParameter(dt,o,'resrvGenMax') ; +WindOffer(dt,o) = offerParameter(dt,o,'isIG') ; +FKband(dt,o) = offerParameter(dt,o,'FKbandMW') ; +PriceResponsive(dt,o) = offerParameter(dt,o,'isPriceResponse') ; +PotentialMW(dt,o) = offerParameter(dt,o,'potentialMW') ; + +* This is based on the 4.6.2.1 calculation +$ontext +For generators in the PRICERESPONSIVEIG subset, if the PotentialMWg value is +less than ReserveGenerationMaximumg,c then pre-processing sets the +ReserveGenerationMaximumg,c parameter to the PotentialMWg value, otherwise if +the PotentialMWg value is greater than or equal to the +ReserveGenerationMaximumg,c then the ReserveGenerationMaximumg,c +value is unchanged +Tuong note: this does not seems to make saense and be used. +$offtext +reserveMaximumFactor(dt,o,resC) + $ { windOffer(dt,o) and priceResponsive(dt,o) and( potentialMW(dt,o) > 0) + and (potentialMW(dt,o) < ReserveGenerationMaximum(dt,o)) } + = ReserveGenerationMaximum(dt,o) / potentialMW(dt,o) ; +*------------------------------------------------------------------------------- + + +* Initialise offer limits and prices ------------------------------------------- + +* Initialise energy offer data for the current trade period start +EnrgOfrMW(dt,o,blk) = energyOffer(dt,o,blk,'limitMW') ; +EnrgOfrPrice(dt,o,blk) = energyOffer(dt,o,blk,'price') ; + +* Initialise reserve offer data for the current trade period start +PLRO(resT) $ (ord(resT) = 1) = yes ; +TWRO(resT) $ (ord(resT) = 2) = yes ; +ILRO(resT) $ (ord(resT) = 3) = yes ; + +ResOfrPct(dt,o,blk,resC) + = (fastPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 1 ) + + (sustainedPLSRoffer(dt,o,blk,'plsrPct') / 100) $ ( ord(resC) = 2 ); + +ResOfrMW(dt,o,blk,resC,PLRO) + = fastPLSRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) + + sustainedPLSRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; + +ResOfrMW(dt,o,blk,resC,TWRO) + = fastTWDRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) + + sustainedTWDRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; + +ResOfrMW(dt,o,blk,resC,ILRO) + = fastILRoffer(dt,o,blk,'limitMW') $(ord(resC)=1) + + sustainedILRoffer(dt,o,blk,'limitMW')$(ord(resC)=2) ; + +ResOfrPrice(dt,o,blk,resC,PLRO) + = fastPLSRoffer(dt,o,blk,'price') $(ord(resC)=1) + + sustainedPLSRoffer(dt,o,blk,'price')$(ord(resC)=2) ; + +ResOfrPrice(dt,o,blk,resC,TWRO) + = fastTWDRoffer(dt,o,blk,'price') $(ord(resC)=1) + + sustainedTWDRoffer(dt,o,blk,'price')$(ord(resC)=2) ; + +ResOfrPrice(dt,o,blk,resC,ILRO) + = fastILRoffer(dt,o,blk,'price') $(ord(resC)=1) + + sustainedILRoffer(dt,o,blk,'price')$(ord(resC)=2) ; +*------------------------------------------------------------------------------- + + +* Define valid offers and valid offer block ------------------------------------ + +* Valid offer must be mapped to a bus with electrical island <> 0 +offer(dt,o) $ sum[ (n,b) $ { offerNode(dt,o,n) and nodeBus(dt,n,b) + }, busElectricalIsland(dt,b) ] = yes ; + +* IL offer with non zero total limit is always valid +offer(dt,o) $ sum[ (blk,resC,ILRO), ResOfrMW(dt,o,blk,resC,ILRO)] = yes ; + +* Valid energy offer blocks are defined as those with a positive block limit +genOfrBlk(dt,o,blk) $ ( EnrgOfrMW(dt,o,blk) > 0 ) = yes ; + +* Define set of positive (valid) energy offers +posEnrgOfr(dt,o) $ sum[ blk $ genOfrBlk(dt,o,blk), 1 ] = yes ; + +* Only reserve offer block with a positive block limit is valid +resOfrBlk(dt,o,blk,resC,resT) $ (ResOfrMW(dt,o,blk,resC,resT) > 0) = yes ; +*------------------------------------------------------------------------------- + + +* Initialise bid limits and prices --------------------------------------------- + +* Valid bid must be mapped to a bus with electrical island <> 0 +bid(dt,bd) $ sum[ (n,b) $ { bidNode(dt,bd,n) and nodeBus(dt,n,b) + }, busElectricalIsland(dt,b) ] = yes ; +* Bid energy data +DemBidMW(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'limitMW') ; +DemBidPrice(bid,blk) $ dispatchableBid(bid) = energyBid(bid,blk,'price') ; +* Valid Demand Bid Block +DemBidBlk(bid,blk) $ ( DemBidMW(bid,blk) <> 0 ) = yes ; +*------------------------------------------------------------------------------- + + +* Initialise mappings to use in later stage ------------------------------------ + +nodeIsland(dt,n,isl) $ sum[ b $ { bus(dt,b) and node(dt,n) + and nodeBus(dt,n,b) and busIsland(dt,b,isl) }, 1 + ] = yes ; +offerIsland(offer(dt,o),isl) + $ sum[ n $ { offerNode(dt,o,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; + +bidIsland(bid(dt,bd),isl) + $ sum[ n $ { bidNode(dt,bd,n) and nodeIsland(dt,n,isl) }, 1 ] = yes ; + +islandRiskGenerator(dt,isl,o) + $ { offerIsland(dt,o,isl) and riskGenerator(dt,o) } = yes ; + + +* Identification of primary and secondary units +PrimaryOffer(dt,o) = 1 ; +SecondaryOffer(dt,o) = 1 $ sum[ o1 $ primarySecondaryOffer(dt,o1,o), 1 ] ; +PrimaryOffer(dt,o) $ SecondaryOffer(dt,o) = 0 ; +*------------------------------------------------------------------------------- + + +* Initialise demand/bid data --------------------------------------------------- +RequiredLoad(node) = nodeDemand(node) ; + +* 4.9.2 Dispatchable Pnodes +$ontext +If the Pnode associated with a Dispatchable Demand Bid is not a dead Pnode then +PnodeRequiredLoadpn is set to zero. The Pnode load will be determined by +clearing the Pnode's Dispatchable Demand Bid when the LP Model is solved. +$offtext +RequiredLoad(node(dt,n)) + $ { Sum[ (bd,blk) $ bidNode(dt,bd,n), DemBidMW(dt,bd,blk) ] > 0 } = 0; + + + +* 4.10 Real Time Pricing - First RTD load calculation +if studyMode = 101 or studyMode = 201 then + +* Calculate first target total load [4.10.6.5] +* Island-level MW load forecast. For the fist loop: +* replace LoadCalcLosses(dt,isl) = islandLosses(dt,isl); + TargetTotalLoad(dt,isl) = islandMWIPS(dt,isl) + + islandPDS(dt,isl) + - islandLosses(dt,isl); + +* Flag if estimate load is scalable [4.10.6.7] +* Binary value. If True then ConformingFactor load MW will be scaled in order +* to calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +* assigned directly to EstimatedInitialLoad + EstLoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) + and (ConformingFactor(dt,n) > 0) } ; + +* Calculate estimate non-scalable load [4.10.6.8] +* For a non-conforming Pnode this will be the NonConformingLoad MW input, for +* a conforming Pnode this will be the ConformingFactor MW input if that value +* is negative, otherwise it will be zero + EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 1 ) = NonConformingLoad(dt,n); + EstNonScalableLoad(dt,n) $ ( LoadIsNCL(dt,n) = 0 ) = ConformingFactor(dt,n); + EstNonScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = 0; + +* Calculate estimate scalable load [4.10.6.10] +* For a non-conforming Pnode this value will be zero. For a conforming Pnode +* this value will be the ConformingFactor if it is non-negative, otherwise +* this value will be zero' + EstScalableLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) = ConformingFactor(dt,n); + + +* Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +* in order to calculate EstimatedInitialLoad + EstScalingFactor(dt,isl) + = (islandMWIPS(dt,isl) - islandLosses(dt,isl) + - Sum[ n $ nodeIsland(dt,n,isl), EstNonScalableLoad(dt,n) ] + ) / Sum[ n $ nodeIsland(dt,n,isl), EstScalableLoad(dt,n) ] + + ; + +* Calculate estimate initial load [4.10.6.6] +* Calculated estimate of initial MW load, available to be used as an +* alternative to InputInitialLoad + EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 1 ) + = ConformingFactor(dt,n) * Sum[ isl $ nodeisland(dt,n,isl) + , EstScalingFactor(dt,isl)] ; + EstimatedInitialLoad(dt,n) $ ( EstLoadIsScalable(dt,n) = 0 ) + = EstNonScalableLoad(dt,n); + +* Calculate initial load [4.10.6.2] +* Value that represents the Pnode load MW at the start of the solution +* interval. Depending on the inputs this value will be either actual load, +* an operator applied override or an estimated initial load + InitialLoad(dt,n) = InputInitialLoad(dt,n); + InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 0) + and ( (useActualLoad(dt) = 0) or (LoadIsBad(dt,n) = 1) ) + } = EstimatedInitialLoad(dt,n) ; + InitialLoad(dt,n) $ { (LoadIsOverride(dt,n) = 1) + and (useActualLoad(dt) = 1) + and (InitialLoad(dt,n) > MaxLoad(dt,n)) + } = MaxLoad(dt,n) ; + +* Flag if load is scalable [4.10.6.4] +* Binary value. If True then the Pnode InitialLoad will be scaled in order to +* calculate RequiredLoad, if False then Pnode InitialLoad will be directly +* assigned to RequiredLoad + LoadIsScalable(dt,n) = 1 $ { (LoadIsNCL(dt,n) = 0) + and (LoadIsOverride(dt,n) = 0) + and (InitialLoad(dt,n) >= 0) } ; + +* Calculate Island-level scaling factor [4.10.6.3] +* --> applied to InitialLoad in order to calculate RequiredLoad + LoadScalingFactor(dt,isl) + = ( TargetTotalLoad(dt,isl) + - Sum[ n $ { nodeIsland(dt,n,isl) + and (LoadIsScalable(dt,n) = 0) }, InitialLoad(dt,n) ] + ) / Sum[ n $ { nodeIsland(dt,n,isl) + and (LoadIsScalable(dt,n) = 1) }, InitialLoad(dt,n) ] + ; + +* Calculate RequiredLoad [4.10.6.1] + RequiredLoad(dt,n) $ LoadIsScalable(dt,n) + = InitialLoad(dt,n) * sum[ isl $ nodeisland(dt,n,isl) + , LoadScalingFactor(dt,isl) ]; + + RequiredLoad(dt,n) $ (LoadIsScalable(dt,n) = 0) = InitialLoad(dt,n); + + RequiredLoad(dt,n) = RequiredLoad(dt,n) + + [instructedloadshed(dt,n) $ instructedshedactive(dt,n)]; + +Endif; +*------------------------------------------------------------------------------- + + +* Initialize energy scarcity limits and prices --------------------------------- + +ScarcityEnrgLimit(dt,n,blk) + $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } + = scarcityEnrgNodeLimit(dt,n,blk); +ScarcityEnrgPrice(dt,n,blk) + $ { energyScarcityEnabled(dt) and scarcityEnrgNodeLimit(dt,n,blk) } + = scarcityEnrgNodeLimitPrice(dt,n,blk) ; + + +ScarcityEnrgLimit(dt,n,blk) + $ { energyScarcityEnabled(dt) + and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) + and scarcityEnrgNodeFactor(dt,n,blk) + and (RequiredLoad(dt,n) > 0) + } + = scarcityEnrgNodeFactor(dt,n,blk) * RequiredLoad(dt,n); +ScarcityEnrgPrice(dt,n,blk) + $ { energyScarcityEnabled(dt) + and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) + and scarcityEnrgNodeFactor(dt,n,blk) + } + = scarcityEnrgNodeFactorPrice(dt,n,blk) ; + + +ScarcityEnrgLimit(dt,n,blk) + $ { energyScarcityEnabled(dt) + and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] = 0 ) + and (RequiredLoad(dt,n) > 0) + } + = scarcityEnrgNationalFactor(dt,blk) * RequiredLoad(dt,n); +ScarcityEnrgPrice(dt,n,blk) + $ { energyScarcityEnabled(dt) + and (sum[blk1, ScarcityEnrgLimit(dt,n,blk1)] > 0 ) + } + = scarcityEnrgNationalPrice(dt,blk) ; + + +*------------------------------------------------------------------------------- + + +* Initialize AC and DC branches ------------------------------------------------ + +* Branch is defined if there is a defined terminal bus, it has a non-zero +* capacity and is closed for that trade period +* Update the pre-processing code that removes branches which have a limit of zero +* so that it removes a branch if either direction has a limit of zero. +branch(dt,br) $ { (not branchOpenStatus(dt,br)) and + (not HVDCBranch(dt,br)) and + sum[ fd $ (ord(fd)=1), branchCapacity(dt,br,fd)] and + sum[ fd $ (ord(fd)=2), branchCapacity(dt,br,fd)] and + sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and + branchDefn(dt,br,b,b1) }, 1 ] + } = yes ; + +branch(dt,br) $ { (not branchOpenStatus(dt,br)) and + (HVDCBranch(dt,br)) and + sum[ fd, branchCapacity(dt,br,fd)] and + sum[ (b,b1) $ { bus(dt,b) and bus(dt,b1) and + branchDefn(dt,br,b,b1) }, 1 ] + } = yes ; + + +branchBusDefn(branch,b,b1) $ branchDefn(branch,b,b1) = yes ; +branchFrBus(branch,frB) $ sum[ toB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +branchToBus(branch,toB) $ sum[ frB $ branchBusDefn(branch,frB,toB), 1 ] = yes ; +branchBusConnect(branch,b) $ branchFrBus(branch,b) = yes ; +branchBusConnect(branch,b) $ branchToBus(branch,b) = yes ; + + +* HVDC link and AC branch definition +HVDClink(branch) = yes $ HVDCBranch(branch) ; +ACbranch(branch) = yes $ [not HVDCBranch(branch)]; + + +* Determine sending and receiving bus for each branch flow direction +loop (frB,toB) do + ACbranchSendingBus(ACbranch,frB,fd) + $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; + + ACbranchReceivingBus(ACbranch,toB,fd) + $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 1) } = yes ; + + ACbranchSendingBus(ACbranch,toB,fd) + $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; + + ACbranchReceivingBus(ACbranch,frB,fd) + $ { branchBusDefn(ACbranch,frB,toB) and (ord(fd) = 2) } = yes ; +endloop; + +HVDClinkSendingBus(HVDClink,frB) + $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; + +HVDClinkReceivingBus(HVDClink,toB) + $ sum[ branchBusDefn(HVDClink,frB,toB), 1 ] = yes ; + +HVDClinkBus(HVDClink,b) $ HVDClinkSendingBus(HVDClink,b) = yes ; +HVDClinkBus(HVDClink,b) $ HVDClinkReceivingBus(HVDClink,b) = yes ; + +* Determine the HVDC inter-island pole in the northward and southward direction + +HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 1) and HVDClink(dt,br) } + = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 2) + and nodeIsland(dt,n,isl) + and HVDClinkSendingBus(dt,br,b) }, 1 ] ; + +HVDCpoleDirection(dt,br,fd) $ { (ord(fd) = 2) and HVDClink(dt,br) } + = yes $ sum[ (isl,NodeBus(dt,n,b)) $ { (ord(isl) = 1) + and nodeIsland(dt,n,isl) + and HVDClinkSendingBus(dt,br,b) }, 1 ] ; + +* Mapping HVDC branch to pole to account for name changes to Pole 3 +HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY1.1'), 1] = yes ; +HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN1.1'), 1] = yes ; +HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'BEN_HAY3.1'), 1] = yes ; +HVDCpoleBranchMap('Pole1',br) $ sum[ sameas(br,'HAY_BEN3.1'), 1] = yes ; +HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'BEN_HAY2.1'), 1] = yes ; +HVDCpoleBranchMap('Pole2',br) $ sum[ sameas(br,'HAY_BEN2.1'), 1] = yes ; + +* Initialise network data for the current trade period start +branchResistance(branch) = branchParameter(branch,'resistance') ; +branchSusceptance(ACbranch) = -100 * branchParameter(ACbranch,'susceptance'); +branchLossBlocks(branch) = branchParameter(branch,'numLossTranches') ; + +* Ensure fixed losses for no loss AC branches are not included +branchFixedLoss(ACbranch) = branchParameter(ACbranch,'fixedLosses') + $ (branchLossBlocks(ACbranch) > 1) ; + +branchFixedLoss(HVDClink) = branchParameter(HVDClink,'fixedLosses') ; + +* Set resistance and fixed loss to zero if do not want to use the loss model +branchResistance(ACbranch) $ (not useAClossModel) = 0 ; +branchFixedLoss(ACbranch) $ (not useAClossModel) = 0 ; +branchResistance(HVDClink) $ (not useHVDClossModel) = 0 ; +branchFixedLoss(HVDClink) $ (not useHVDClossModel) = 0 ; + +* Initialise loss tranches data for the current trade period start +* The loss factor coefficients assume that the branch capacity is in MW +* and the resistance is in p.u. + +* Loss branches with 0 loss blocks +lossSegmentMW(branch,los,fd) + $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } + = branchCapacity(branch,fd) ; + +LossSegmentFactor(branch,los,fd) + $ { (branchLossBlocks(branch) = 0) and (ord(los) = 1) } + = 0 ; + +* Loss branches with 1 loss blocks +LossSegmentMW(branch,los,fd) + $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } + = maxFlowSegment ; + +LossSegmentFactor(branch,los,fd) + $ { (branchLossBlocks(branch) = 1) and (ord(los) = 1) } + = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Loss branches with 3 loss blocks +loop branch $ (branchLossBlocks(branch) = 3) do +* Segment 1 + LossSegmentMW(branch,los,fd) $ (ord(los) = 1) + = lossCoeff_A * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) + = 0.01 * 0.75 * lossCoeff_A + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 2 + LossSegmentMW(branch,los,fd) $ (ord(los) = 2) + = (1-lossCoeff_A) * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) + = 0.01 * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 3 + LossSegmentMW(branch,los,fd) $ (ord(los) = 3) + = maxFlowSegment ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) + = 0.01 * (2 - (0.75*lossCoeff_A)) + * branchResistance(branch) * branchCapacity(branch,fd) ; +endloop; + +* Loss branches with 6 loss blocks +loop branch $ (branchLossBlocks(branch) = 6) do +* Segment 1 + LossSegmentMW(branch,los,fd) $ (ord(los) = 1) + = lossCoeff_C * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 1) + = 0.01 * 0.75 * lossCoeff_C + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 2 + LossSegmentMW(branch,los,fd) $ (ord(los) = 2) + = lossCoeff_D * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 2) + = 0.01 * lossCoeff_E + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 3 + LossSegmentMW(branch,los,fd) $ (ord(los) = 3) + = 0.5 * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 3) + = 0.01 * lossCoeff_F + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 4 + LossSegmentMW(branch,los,fd) $ (ord(los) = 4) + = (1 - lossCoeff_D) * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 4) + = 0.01 * (2 - lossCoeff_F) + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 5 + LossSegmentMW(branch,los,fd) $ (ord(los) = 5) + = (1 - lossCoeff_C) * branchCapacity(branch,fd) ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 5) + = 0.01 * (2 - lossCoeff_E) + * branchResistance(branch) * branchCapacity(branch,fd) ; + +* Segment 6 + LossSegmentMW(branch,los,fd) $ (ord(los) = 6) + = maxFlowSegment ; + + LossSegmentFactor(branch,los,fd) $ (ord(los) = 6) + = 0.01 * (2 - (0.75*lossCoeff_C)) + * branchResistance(branch) * branchCapacity(branch,fd) ; +endloop ; + +* HVDC does not have backward flow --> No loss segment for backward flow +LossSegmentMW(HVDClink,los,fd) $ (ord(fd) = 2) = 0; +LossSegmentFactor(HVDClink,los,fd) $ (ord(fd) = 2) = 0; + + +* Valid loss segment for a branch is defined as a loss segment that +* has a non-zero LossSegmentMW or a non-zero LossSegmentFactor. +validLossSegment(branch,los,fd) = yes $ { (ord(los) = 1) or + LossSegmentMW(branch,los,fd) or + LossSegmentFactor(branch,los,fd) } ; + +* HVDC loss model requires at least two loss segments and +* an additional loss block due to cumulative loss formulation +validLossSegment(HVDClink,los,fd) + $ { (branchLossBlocks(HVDClink) <= 1) and (ord(los) = 2) } = yes ; + +validLossSegment(HVDClink,los,fd) + $ { (branchLossBlocks(HVDClink) > 1) and + (ord(los) = (branchLossBlocks(HVDClink) + 1)) and + (sum[ los1, LossSegmentMW(HVDClink,los1,fd) + + LossSegmentFactor(HVDClink,los1,fd) ] > 0) + } = yes ; + +* branches that have non-zero loss factors +LossBranch(branch) $ sum[ (los,fd), LossSegmentFactor(branch,los,fd) ] = yes ; + +* Create AC branch loss segments +ACbranchLossMW(ACbranch,los,fd) + $ { validLossSegment(ACbranch,los,fd) and (ord(los) = 1) } + = LossSegmentMW(ACbranch,los,fd) ; + +ACbranchLossMW(ACbranch,los,fd) + $ { validLossSegment(ACbranch,los,fd) and (ord(los) > 1) } + = LossSegmentMW(ACbranch,los,fd) - LossSegmentMW(ACbranch,los-1,fd) ; + +ACbranchLossFactor(ACbranch,los,fd) + $ validLossSegment(ACbranch,los,fd) = LossSegmentFactor(ACbranch,los,fd) ; + +* Create HVDC loss break points +HVDCBreakPointMWFlow(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; +HVDCBreakPointMWLoss(HVDClink,bp,fd) $ (ord(bp) = 1) = 0 ; + +HVDCBreakPointMWFlow(HVDClink,bp,fd) + $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) > 1) } + = LossSegmentMW(HVDClink,bp-1,fd) ; + +HVDCBreakPointMWLoss(HVDClink,bp,fd) + $ { validLossSegment(HVDClink,bp,fd) and (ord(bp) = 2) } + = LossSegmentMW(HVDClink,bp-1,fd) * LossSegmentFactor(HVDClink,bp-1,fd) ; + +loop (HVDClink(branch),bp) $ (ord(bp) > 2) do + HVDCBreakPointMWLoss(branch,bp,fd) $ validLossSegment(branch,bp,fd) + = LossSegmentFactor(branch,bp-1,fd) + * [ LossSegmentMW(branch,bp-1,fd) - LossSegmentMW(branch,bp-2,fd) ] + + HVDCBreakPointMWLoss(branch,bp-1,fd) ; +endloop ; +*------------------------------------------------------------------------------- + + +* Initialise branch constraint data -------------------------------------------- +branchConstraint(dt,brCstr) + $ sum[ branch(dt,br) $ branchCstrFactors(dt,brCstr,br), 1 ] = yes ; + +branchConstraintSense(branchConstraint) + = branchCstrRHS(branchConstraint,'cnstrSense') ; + +branchConstraintLimit(branchConstraint) + = branchCstrRHS(branchConstraint,'cnstrLimit') ; +*------------------------------------------------------------------------------- + + +* Calculate parameters for NMIR project ---------------------------------------- +islandRiskGroup(dt,isl,rg,riskC) + = yes $ sum[ o $ { offerIsland(dt,o,isl) + and riskGroupOffer(dt,rg,o,riskC) }, 1 ] ; + +modulationRisk(dt) = smax[ riskC, modulationRiskClass(dt,RiskC) ]; + +reserveShareEnabledOverall(dt) = smax[ resC, reserveShareEnabled(dt,resC) ]; + +roPwrZoneExit(dt,resC) + = [ roundPower2MonoLevel(dt) - modulationRisk(dt) ]$(ord(resC)=1) + + bipole2MonoLevel(dt)$(ord(resC)=2) ; + +* National market refinement - effective date 28 Mar 2019 12:00 +$ontext + SPD pre-processing is changed so that the roundpower settings for FIR are + now the same as for SIR. Specifically: + - The RoundPowerZoneExit for FIR will be set at BipoleToMonopoleTransition + by SPD pre-processing (same as for SIR). A change from the existing where + the RoundPowerZoneExit for FIR is set at RoundPowerToMonopoleTransition + by SPD pre-processing. + - Provided that roundpower is not disabled by the MDB, the InNoReverseZone + for FIR will be removed by SPD pre-processing (same as for SIR). A change + from the existing where the InNoReverseZone for FIR is never removed by + SPD pre-processing. +$offtext + +if inputGDXGDate >= jdate(2019,03,28) then + roPwrZoneExit(dt,resC) = bipole2MonoLevel(dt) ; +endif ; + +* National market refinement end + + +* Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.2.1) +sharedNFRLoad(dt,isl) + = sum[ nodeIsland(dt,n,isl), RequiredLoad(dt,n)] + + sum[ (bd,blk) $ bidIsland(dt,bd,isl), DemBidMW(dt,bd,blk) ] + - sharedNFRLoadOffset(dt,isl) ; + +sharedNFRMax(dt,isl) = Min{ RMTReserveLimitTo(dt,isl,'FIR'), + sharedNFRFactor(dt)*sharedNFRLoad(dt,isl) } ; + +* Calculate HVDC constraint sets and HVDC Max Flow - NMIR (4.1.8 - NMIR06) +$ontext + TN on 22 May 2017: +Usually a branch group constraint that limits the HVDC flow only involves the +HVDC branch(s) in the same direction. However, during TP6 to TP9 of 18 May 2017, +the constraint HAY_BEN_High_Frequency_limit involved all four branches in the +form: HAY_BEN1.1 + HAY_BEN2.1 - BEN_HAY1.1 - BEN_HAY2.1 <= 530 MW +This method of formulating the constraint prevented the previous formulation of +monopoleConstraint and bipoleConstraintfrom working properly. Those constraints +have been reformulated (see below) in order to cope with the formulation +observed on 18 May 2017. +$offtext +monopoleConstraint(dt,isl,brCstr,br) + $ { HVDClink(dt,br) + and ( not rampingConstraint(dt,brCstr) ) + and ( branchConstraintSense(dt,brCstr) = -1 ) + and (Sum[ (br1,b) $ {HVDClinkSendingBus(dt,br1,b) and busIsland(dt,b,isl)} + , branchCstrFactors(dt,brCstr,br1) ] = 1) + and (Sum[ b $ {HVDClinkSendingBus(dt,br,b) and busIsland(dt,b,isl)} + , branchCstrFactors(dt,brCstr,br) ] = 1) + } = yes ; + +bipoleConstraint(dt,isl,brCstr) + $ { ( not rampingConstraint(dt,brCstr) ) + and ( branchConstraintSense(dt,brCstr) = -1 ) + and (Sum[ (br,b) $ { HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + and busIsland(dt,b,isl) } + , branchCstrFactors(dt,brCstr,br) ] = 2) + } = yes ; + +monoPoleCapacity(dt,isl,br) + = Sum[ (b,fd) $ { BusIsland(dt,b,isl) + and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + and ( ord(fd) = 1 ) + }, branchCapacity(dt,br,fd) ] ; + +monoPoleCapacity(dt,isl,br) + $ Sum[ brCstr $ monopoleConstraint(dt,isl,brCstr,br), 1] + = Smin[ brCstr $ monopoleConstraint(dt,isl,brCstr,br) + , branchConstraintLimit(dt,brCstr) ]; + +monoPoleCapacity(dt,isl,br) + = Min( monoPoleCapacity(dt,isl,br), + sum[ fd $ ( ord(fd) = 1 ), branchCapacity(dt,br,fd) ] ); + +biPoleCapacity(dt,isl) + $ Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] + = Smin[ brCstr $ bipoleConstraint(dt,isl,brCstr) + , branchConstraintLimit(dt,brCstr) ]; + +biPoleCapacity(dt,isl) + $ { Sum[ brCstr $ bipoleConstraint(dt,isl,brCstr), 1] = 0 } + = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + and ( ord(fd) = 1 ) + }, branchCapacity(dt,br,fd) ] ; + +HVDCMax(dt,isl) + = Min( biPoleCapacity(dt,isl), Sum[ br, monoPoleCapacity(dt,isl,br) ] ) ; + + +* Calculate HVDC HVDC Loss segment applied for NMIR ---------------------------- +$ontext +* Note: When NMIR started on 20/10/2016, the SOdecided to incorrectly calculate the HVDC loss +* curve for reserve sharing based on the HVDC capacity only (i.e. not based on in-service HVDC poles) +* Tuong Nguyen @ EA discovered this bug and the SO has fixed it as of 22/11/2016. +$offtext +if inputGDXGDate >= jdate(2016,11,22) then + HVDCCapacity(dt,isl) + = Sum[ (b,br,fd) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + and ( ord(fd) = 1 ) + }, branchCapacity(dt,br,fd) ] ; + + numberOfPoles(dt,isl) + = Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) }, 1 ] ; + + HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) + = Prod[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + }, branchResistance(dt,br) ] + / Sum[ (b,br) $ { BusIsland(dt,b,isl) and HVDClink(dt,br) + and HVDClinkSendingBus(dt,br,b) + }, branchResistance(dt,br) ] ; + + HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 1) + = Sum[ br $ monoPoleCapacity(dt,isl,br), branchResistance(dt,br) ] ; +else + HVDCCapacity(dt,isl) + = Sum[ (br,b,b1,fd) $ { (HVDCBranch(dt,br) = 1) + and busIsland(dt,b,isl) + and branchDefn(dt,br,b,b1) + and ( ord(fd) = 1 ) + }, branchCapacity(dt,br,fd) ] ; + + numberOfPoles(dt,isl) + =Sum[ (br,b,b1) $ { (HVDCBranch(dt,br) = 1) + and busIsland(dt,b,isl) + and branchDefn(dt,br,b,b1) + and sum[ fd $ ( ord(fd) = 1 ) + , branchCapacity(dt,br,fd) ] + }, 1 ] ; + + HVDCResistance(dt,isl) + = Sum[ (br,b,b1,brPar) + $ { (HVDCBranch(dt,br) = 1) + and busIsland(dt,b,isl) + and branchDefn(dt,br,b,b1) + and (ord(brPar) = 1) + }, branchParameter(dt,br,brPar) ] ; + + HVDCResistance(dt,isl) $ (numberOfPoles(dt,isl) = 2) + = Prod[ (br,b,b1,brPar) + $ { (HVDCBranch(dt,br) = 1) + and busIsland(dt,b,isl) + and branchDefn(dt,br,b,b1) + and sum[ fd $ ( ord(fd) = 1 ) + , branchCapacity(dt,br,fd) ] + and (ord(brPar) = 1) + }, branchParameter(dt,br,brPar) + ] / HVDCResistance(dt,isl) ; +endif ; + +* Segment 1 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 1) + = HVDCCapacity(dt,isl) * lossCoeff_C ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 1) + = 0.01 * 0.75 * lossCoeff_C + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 2 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 2) + = HVDCCapacity(dt,isl) * lossCoeff_D ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 2) + = 0.01 * lossCoeff_E + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 3 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 3) + = HVDCCapacity(dt,isl) * 0.5 ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 3) + = 0.01 * lossCoeff_F + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 4 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 4) + = HVDCCapacity(dt,isl) * (1 - lossCoeff_D) ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 4) + = 0.01 * (2 - lossCoeff_F) + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 5 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 5) + = HVDCCapacity(dt,isl) * (1 - lossCoeff_C) ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 5) + = 0.01 * (2 - lossCoeff_E) + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Segment 6 +HVDCLossSegmentMW(dt,isl,los) $ (ord(los) = 6) + = HVDCCapacity(dt,isl) ; + +HVDCLossSegmentFactor(dt,isl,los) $ (ord(los) = 6) + = 0.01 * (2 - (0.75*lossCoeff_C)) + * HVDCResistance(dt,isl) * HVDCCapacity(dt,isl) ; + +* Parameter for energy lambda loss model +HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) = 1) = 0 ; +HVDCSentBreakPointMWLoss(dt,isl,bp) $ (ord(bp) = 1) = 0 ; + +HVDCSentBreakPointMWFlow(dt,isl,bp) $ (ord(bp) > 1) + = HVDCLossSegmentMW(dt,isl,bp-1) ; + +loop (dt,isl,bp) $ {(ord(bp) > 1) and (ord(bp) <= 7)} do + HVDCSentBreakPointMWLoss(dt,isl,bp) + = HVDClossScalingFactor(dt) + * HVDCLossSegmentFactor(dt,isl,bp-1) + * [ HVDCLossSegmentMW(dt,isl,bp-1) + - HVDCSentBreakPointMWFlow(dt,isl,bp-1) ] + + HVDCSentBreakPointMWLoss(dt,isl,bp-1) ; +endloop ; + +* Parameter for energy+reserve lambda loss model + +* Ideally SO should use asymmetric loss curve +HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) + = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) + and ( ord(rsbp) + ord(rsbp1) = 8)} + , -HVDCSentBreakPointMWFlow(dt,isl1,rsbp1) ]; + +* SO decide to use symmetric loss curve instead +HVDCReserveBreakPointMWFlow(dt,isl,rsbp) $ (ord(rsbp) <= 7) + = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} + , -HVDCSentBreakPointMWFlow(dt,isl,rsbp1) ]; + +HVDCReserveBreakPointMWFlow(dt,isl,rsbp) + $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } + = HVDCSentBreakPointMWFlow(dt,isl,rsbp-6) ; + + +* Ideally SO should use asymmetric loss curve +HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) + = Sum[ (isl1,rsbp1) $ { ( not sameas(isl1,isl) ) + and ( ord(rsbp) + ord(rsbp1) = 8)} + , HVDCSentBreakPointMWLoss(dt,isl1,rsbp1) ]; + +* SO decide to use symmetric loss curve instead +HVDCReserveBreakPointMWLoss(dt,isl,rsbp) $ (ord(rsbp) <= 7) + = Sum[ rsbp1 $ { ord(rsbp) + ord(rsbp1) = 8} + , HVDCSentBreakPointMWLoss(dt,isl,rsbp1) ]; + +HVDCReserveBreakPointMWLoss(dt,isl,rsbp) + $ { (ord(rsbp) > 7) and (ord(rsbp) <= 13) } + = HVDCSentBreakPointMWLoss(dt,isl,rsbp-6); + +* Parameter for lambda loss model end + +* Initialze parameters for NMIR project end ---------------------------------- + + +* Initialise risk/reserve data for the current trade period start + +GenRisk(riskC) $ (ord(riskC) = 1) = yes ; +HVDCrisk(riskC) $ (ord(riskC) = 2) = yes ; +HVDCrisk(riskC) $ (ord(riskC) = 3) = yes ; +ManualRisk(riskC) $ (ord(riskC) = 4) = yes ; +GenRisk(riskC) $ (ord(riskC) = 5) = yes ; +ManualRisk(riskC) $ (ord(riskC) = 6) = yes ; +HVDCsecRisk(riskC) $ (ord(riskC) = 7) = yes ; +HVDCsecRisk(riskC) $ (ord(riskC) = 8) = yes ; + +* Define the CE and ECE risk class set to support the different CE and ECE CVP +ContingentEvents(riskC) $ (ord(riskC) = 1) = yes ; +ContingentEvents(riskC) $ (ord(riskC) = 2) = yes ; +ExtendedContingentEvent(riskC) $ (ord(riskC) = 3) = yes ; +ContingentEvents(riskC) $ (ord(riskC) = 4) = yes ; +ExtendedContingentEvent(riskC) $ (ord(riskC) = 5) = yes ; +ExtendedContingentEvent(riskC) $ (ord(riskC) = 6) = yes ; +ContingentEvents(riskC) $ (ord(riskC) = 7) = yes ; +ExtendedContingentEvent(riskC) $ (ord(riskC) = 8) = yes ; + +* Risk parameters +FreeReserve(dt,isl,resC,riskC) + = riskParameter(dt,isl,resC,riskC,'freeReserve') +* NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 + - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(dt,isl1) + ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) + and (inputGDXGDate >= jdate(2016,10,20)) } + ; + +IslandRiskAdjustmentFactor(dt,isl,resC,riskC) $ useReserveModel + = riskParameter(dt,isl,resC,riskC,'adjustFactor') ; + +* HVDC rampup max - (6.5.1.2) - SPD version 12 +HVDCpoleRampUp(dt,isl,resC,riskC) + = riskParameter(dt,isl,resC,riskC,'HVDCRampUp') ; + + + +* Initialise market node constraint data for the current trading period +MnodeConstraint(dt,MnodeCstr) + $ { sum[ (offer(dt,o),resT,resC) + $ { mnCstrEnrgFactors(dt,MnodeCstr,o) or + mnCnstrResrvFactors(dt,MnodeCstr,o,resC,resT) + }, 1 + ] + or + sum[ (bid(dt,bd),resC) + $ { mnCnstrEnrgBidFactors(dt,MnodeCstr,bd) or + mnCnstrResrvBidFactors(dt,MnodeCstr,bd,resC) + }, 1 + ] + } = yes ; + +MnodeConstraintSense(MnodeConstraint) + = mnCnstrRHS(MnodeConstraint,'cnstrSense') ; + +MnodeConstraintLimit(MnodeConstraint) + = mnCnstrRHS(MnodeConstraint,'cnstrLimit') ; + + +* Generation Ramp Pre_processing ----------------------------------------------- + +* For PRICERESPONSIVEIG generators, The RTD RampRateUp is capped: (4.7.2.2) +if studyMode = 101 or studyMode = 201 then + RampRateUp(offer(dt,o)) $ { windOffer(offer) and priceResponsive(offer) } + = Min[ RampRateUp(offer), rtdIgIncreaseLimit(dt)*60/intervalDuration ]; +endif; + +* Need to initiate value for this parameters before it is used +o_offerEnergy_TP(dt,o) = 0; + + +* TN - Pivot or demand analysis begin +$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_1.gms" +$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_1.gms" +* TN - Pivot or demand analysis begin end + +$offend +*===================================================================================== +* 7. The vSPD solve loop +*===================================================================================== +if (studyMode = 101 or studyMode = 201, +$include "vSPDsolve_RTP.gms" +) ; + + +unsolvedDT(dt) = yes; +VSPDModel(dt) = 0 ; +option clear = useBranchFlowMIP ; + +While ( Sum[ dt $ unsolvedDT(dt), 1 ], + exitLoop = 0; + loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, + +* 7a. Reset all sets, parameters and variables ------------------------------- + option clear = t ; +* Generation variables + option clear = GENERATION ; + option clear = GENERATIONBLOCK ; + option clear = GENERATIONUPDELTA ; + option clear = GENERATIONDNDELTA ; +* Purchase variables + option clear = PURCHASE ; + option clear = PURCHASEBLOCK ; +* Network variables + option clear = ACNODENETINJECTION ; + option clear = ACNODEANGLE ; + option clear = ACBRANCHFLOW ; + option clear = ACBRANCHFLOWDIRECTED ; + option clear = ACBRANCHLOSSESDIRECTED ; + option clear = ACBRANCHFLOWBLOCKDIRECTED ; + option clear = ACBRANCHLOSSESBLOCKDIRECTED ; + option clear = ACBRANCHFLOWDIRECTED_INTEGER ; + option clear = HVDCLINKFLOW ; + option clear = HVDCLINKLOSSES ; + option clear = LAMBDA ; + option clear = LAMBDAINTEGER ; + option clear = HVDCLINKFLOWDIRECTED_INTEGER ; + option clear = HVDCPOLEFLOW_INTEGER ; +* Risk/Reserve variables + option clear = RISKOFFSET ; + option clear = HVDCREC ; + option clear = ISLANDRISK ; + option clear = RESERVEBLOCK ; + option clear = RESERVE ; + option clear = ISLANDRESERVE; +* NMIR variables + option clear = SHAREDNFR ; + option clear = SHAREDRESERVE ; + option clear = HVDCSENT ; + option clear = RESERVESHAREEFFECTIVE ; + option clear = RESERVESHARERECEIVED ; + option clear = RESERVESHARESENT ; + option clear = HVDCSENDING ; + option clear = INZONE ; + option clear = HVDCSENTINSEGMENT ; + option clear = HVDCRESERVESENT ; + option clear = HVDCSENTLOSS ; + option clear = HVDCRESERVELOSS ; + option clear = LAMBDAHVDCENERGY ; + option clear = LAMBDAHVDCRESERVE ; + option clear = RESERVESHAREPENALTY ; +* Objective + option clear = NETBENEFIT ; +* Violation variables + option clear = TOTALPENALTYCOST ; + option clear = DEFICITBUSGENERATION ; + option clear = SURPLUSBUSGENERATION ; + option clear = DEFICITRESERVE_CE ; + option clear = DEFICITRESERVE_ECE ; + option clear = DEFICITBRANCHSECURITYCONSTRAINT ; + option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; + option clear = DEFICITRAMPRATE ; + option clear = SURPLUSRAMPRATE ; + option clear = DEFICITBRANCHFLOW ; + option clear = SURPLUSBRANCHFLOW ; + option clear = DEFICITMNODECONSTRAINT ; + option clear = SURPLUSMNODECONSTRAINT ; + + option clear = SCARCITYCOST; + option clear = ENERGYSCARCITYBLK ; + option clear = ENERGYSCARCITYNODE; + + option clear = RESERVESHORTFALLBLK; + option clear = RESERVESHORTFALL; + option clear = RESERVESHORTFALLUNITBLK; + option clear = RESERVESHORTFALLUNIT; + option clear = RESERVESHORTFALLGROUPBLK; + option clear = RESERVESHORTFALLGROUP; + +* Clear the pole circular branch flow flag + option clear = circularBranchFlowExist ; + option clear = poleCircularBranchFlowExist ; + option clear = northHVDC ; + option clear = southHVDC ; + option clear = manualBranchSegmentMWFlow ; + option clear = manualLossCalculation ; + option clear = nonPhysicalLossExist ; + option clear = modelSolved ; + option clear = LPmodelSolved ; +* Disconnected bus post-processing + option clear = busGeneration ; + option clear = busLoad ; + option clear = busDisconnected ; + option clear = busPrice ; + + +* End reset + + +* 7b. Initialise current trade period and model data ------------------------- + t(dt) $ sequentialSolve = yes; + t(dt1) $ (not sequentialSolve) = yes; + +* Update initial MW if run NRSS, PRSS, NRSL, PRSL + generationStart(offer(t(dt),o)) + $ (sum[ o1, generationStart(dt,o1)] = 0) + = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; + +* Additional pre-processing on parameters end + + +* 7c. Updating the variable bounds before model solve ------------------------ + +* TN - Pivot or Demand Analysis - revise input data +$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_2.gms" +$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_2.gms" +* TN - Pivot or Demand Analysis - revise input data end + +*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== + +* Offer blocks - Constraint 6.1.1.1 + GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) + = EnrgOfrMW(genOfrBlk) ; + + GENERATIONBLOCK.fx(t,o,blk) + $ (not genOfrBlk(t,o,blk)) = 0 ; + +* Constraint 6.1.1.2 - Fix the invalid generation to Zero + GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; + +* Constraint 6.1.1.3 - Set Upper Bound for intermittent generation + GENERATION.up(offer(t,o)) + $ { windOffer(offer) and priceResponsive(offer) } + = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; + +* Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid + PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) + = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; + + PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) + = 0 $ [DemBidMW(t,bd,blk)>0]; + +* Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid + PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) $ [DemBidMW(t,bd,blk)<0] = 0; + + PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) + = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; + + PURCHASEBLOCK.fx(t,bd,blk) + $ (not demBidBlk(t,bd,blk)) + = 0 ; + + PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; + +* Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block + ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; + ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; + ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; + +*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== + + +*======= HVDC TRANSMISSION EQUATIONS =========================================== + +* Ensure that variables used to specify flow and losses on HVDC link are +* zero for AC branches and for open HVDC links. + HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; + HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; + +* Apply an upper bound on the weighting parameter based on its definition + LAMBDA.up(branch,bp) = 1 ; + +* Ensure that the weighting factor value is zero for AC branches and for +* invalid loss segments on HVDC links + LAMBDA.fx(HVDClink,bp) + $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; + LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; + +*======= HVDC TRANSMISSION EQUATIONS END ======================================= + + +*======= AC TRANSMISSION EQUATIONS ============================================= + +* Ensure that variables used to specify flow and losses on AC branches are +* zero for HVDC links branches and for open AC branches + ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; + ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; + ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; + +* Ensure directed block flow and loss block variables are zero for +* non-AC branches and invalid loss segments on AC branches + ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) + $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; + + ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) + $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; + + +* Constraint 6.4.1.10 - Ensure that the bus voltage angle for the buses +* corresponding to the reference nodes are set to zero + ACNODEANGLE.fx(t,b) + $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; + +*======= AC TRANSMISSION EQUATIONS END ========================================= + + +*======= RISK & RESERVE EQUATIONS ============================================== + +* Ensure that all the invalid reserve blocks are set to zero for offers and purchasers + RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) + $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; + +* Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. + RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) + = ResOfrMW(resOfrBlk) ; + +* Fix the reserve variable for invalid reserve offers. These are offers that +* are either not connected to the grid or have no reserve quantity offered. + RESERVE.fx(t,o,resC,resT) + $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; + +* NMIR project variables + HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; + HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; + +* Total shared NFR is capped by shared NFR max(6.5.2.3) + SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; + +* No forward reserve sharing if HVDC capacity is zero + RESERVESHARESENT.fx(t,isl,resC,rd) + $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; + +* No forward reserve sharing if reserve sharing is disabled + RESERVESHARESENT.fx(t,isl,resC,rd) + $ (reserveShareEnabled(t,resC)=0) = 0; + +* No reserve sharing to cover HVDC risk + RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; + RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; + +* (6.5.2.16) - SPD version 11 - no RP zone if reserve round power disabled + INZONE.fx(t,isl,resC,z) + $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; + +* (6.5.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled + INZONE.fx(t,isl,resC,z) + $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; + +* Fixing Lambda integer variable for energy sent + LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) + and (ord(bp) = 1) } = 1 ; + + LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; + +* To be reviewed NMIR + LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) + $ { (HVDCCapacity(t,isl) = 0) + and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; + + LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) + $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) + and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; + +* Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall + RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALL.fx(t,isl,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; + + RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; + + RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; +; + + +*======= RISK & RESERVE EQUATIONS END ========================================== + + +* Updating the variable bounds before model solve end + + +* 7d. Solve Models + +* Solve the LP model --------------------------------------------------------- + if( (Sum[t, VSPDModel(t)] = 0), + + if( UseShareReserve, + option bratio = 1 ; + vSPD_NMIR.Optfile = 1 ; + vSPD_NMIR.optcr = MIPOptimality ; + vSPD_NMIR.reslim = MIPTimeLimit ; + vSPD_NMIR.iterlim = MIPIterationLimit ; + solve vSPD_NMIR using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) + or (vSPD_NMIR.modelstat = 8) ) + and ( vSPD_NMIR.solvestat = 1 ) } ; + else + option bratio = 1 ; + vSPD.reslim = LPTimeLimit ; + vSPD.iterlim = LPIterationLimit ; + solve vSPD using lp maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; + ) + +* Post a progress message to the console and for use by EMI. + if((ModelSolved = 1) and (sequentialSolve = 0), + putclose rep 'The case: %GDXname% ' + 'is solved successfully.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violation Cost : ' + TOTALPENALTYCOST.l:<15:4 / + elseif((ModelSolved = 0) and (sequentialSolve = 0)), + putclose rep 'The case: %GDXname% ' + 'is solved unsuccessfully.'/ + ) ; + + if((ModelSolved = 1) and (sequentialSolve = 1), + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is solved successfully.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + ) ; + elseif((ModelSolved = 0) and (sequentialSolve = 1)), + loop(t, + unsolvedDT(t) = no; + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is solved unsuccessfully.'/ + ) ; + + ) ; +* Solve the LP model end ----------------------------------------------------- + + +* Solve the vSPD_BranchFlowMIP ----------------------------------------------- + elseif (Sum[t, VSPDModel(t)] = 1), +* Fix the values of these integer variables that are not needed + ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) + $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; + +* Fix the integer AC branch flow variable to zero for invalid branches + ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) + $ (not branch(t,br)) = 0 ; + +* Apply an upper bound on the integer weighting parameter + LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; + +* Ensure that the weighting factor value is zero for AC branches +* and for invalid loss segments on HVDC links + LAMBDAINTEGER.fx(branch(t,br),bp) + $ { ACbranch(branch) + or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) + } = 0 ; + +* Fix the lambda integer variable to zero for invalid branches + LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; + + option bratio = 1 ; + vSPD_BranchFlowMIP.Optfile = 1 ; + vSPD_BranchFlowMIP.optcr = MIPOptimality ; + vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; + vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; + solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or + (vSPD_BranchFlowMIP.modelstat = 8) + ] + and + [ vSPD_BranchFlowMIP.solvestat = 1 ] + } ; + +* Post a progress message for use by EMI. + if(ModelSolved = 1, + +* TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve + SOS1_solve(t) = yes; + + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is solved successfully for branch integer.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + ) ; + else + loop(t, + unsolvedDT(t) = yes; + VSPDModel(t) = 2; + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is solved unsuccessfully for branch integer.'/ + ) ; + ) ; +* Solve the vSPD_BranchFlowMIP model end ------------------------------------- + + +* Solve the LP model and stop ------------------------------------------------ + elseif (Sum[t, VSPDModel(t)] = 2), + + if( UseShareReserve, + option bratio = 1 ; + vSPD_NMIR.Optfile = 1 ; + vSPD_NMIR.optcr = MIPOptimality ; + vSPD_NMIR.reslim = MIPTimeLimit ; + vSPD_NMIR.iterlim = MIPIterationLimit ; + solve vSPD_NMIR using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) + or (vSPD_NMIR.modelstat = 8) ) + and ( vSPD_NMIR.solvestat = 1 ) } ; + else + option bratio = 1 ; + vSPD.reslim = LPTimeLimit ; + vSPD.iterlim = LPIterationLimit ; + solve vSPD using lp maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; + ) + +* Post a progress message for use by EMI. + if( ModelSolved = 1, + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ')' + ' integer resolve was unsuccessful.' / + 'Reverting back to linear solve and ' + 'solve successfully. ' / + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + 'Solution may have circulating flows ' + 'and/or non-physical losses.' / + ) ; + else + loop(t, + putclose rep 'The case: %GDXname% (' t.tl + ') integer solve was unsuccessful. ' + 'Reverting back to linear solve. ' + 'Linear solve unsuccessful.' / + ) ; + ) ; + + unsolvedDT(t) = no; + +* Solve the LP model and stop end -------------------------------------------- + + ) ; +* Solve the models end + + + +* 6e. Check if the LP results are valid -------------------------------------- + if((ModelSolved = 1), + useBranchFlowMIP(t) = 0 ; +* Check if there is no branch circular flow and non-physical losses + Loop( t $ (VSPDModel(t)=0) , + +* Check if there are circulating branch flows on loss AC branches + circularBranchFlowExist(ACbranch(t,br)) + $ { LossBranch(ACbranch) and + [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] + - abs(ACBRANCHFLOW.l(ACbranch)) + ) > circularBranchFlowTolerance + ] + } = 1 ; + +* Determine the circular branch flow flag on each HVDC pole + TotalHVDCpoleFlow(t,pole) + = sum[ br $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW.l(t,br) ] ; + + MaxHVDCpoleFlow(t,pole) + = smax[ br $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW.l(t,br) ] ; + + poleCircularBranchFlowExist(t,pole) + $ { ( TotalHVDCpoleFlow(t,pole) + - MaxHVDCpoleFlow(t,pole) + ) > circularBranchFlowTolerance + } = 1 ; + +* Check if there are circulating branch flows on HVDC + NorthHVDC(t) + = sum[ (isl,b,br) $ { (ord(isl) = 2) and + busIsland(t,b,isl) and + HVDClinkSendingBus(t,br,b) and + HVDClink(t,br) + }, HVDCLINKFLOW.l(t,br) + ] ; + + SouthHVDC(t) + = sum[ (isl,b,br) $ { (ord(isl) = 1) and + busIsland(t,b,isl) and + HVDClinkSendingBus(t,br,b) and + HVDClink(t,br) + }, HVDCLINKFLOW.l(t,br) + ] ; + + circularBranchFlowExist(t,br) + $ { HVDClink(t,br) and LossBranch(t,br) and + (NorthHVDC(t) > circularBranchFlowTolerance) and + (SouthHVDC(t) > circularBranchFlowTolerance) + } = 1 ; + +* Check if there are non-physical losses on HVDC links + ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) + $ { ( ord(los) <= branchLossBlocks(HVDClink) ) + and validLossSegment(t,br,los,fd) } + = Min[ Max( 0, + [ abs(HVDCLINKFLOW.l(HVDClink)) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ] + ), + ( LossSegmentMW(HVDClink,los,fd) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ) + ] ; + + ManualLossCalculation(LossBranch(HVDClink(t,br))) + = sum[ (los,fd) $ validLossSegment(t,br,los,fd) + , LossSegmentFactor(HVDClink,los,fd) + * ManualBranchSegmentMWFlow(HVDClink,los,fd) + ] ; + + NonPhysicalLossExist(LossBranch(HVDClink(t,br))) + $ { abs( HVDCLINKLOSSES.l(HVDClink) + - ManualLossCalculation(HVDClink) + ) > NonPhysicalLossTolerance + } = 1 ; + +* Set UseBranchFlowMIP = 1 if the number of circular branch flow +* and non-physical loss branches exceeds the specified tolerance + useBranchFlowMIP(t) + $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } + , resolveCircularBranchFlows + * circularBranchFlowExist(t,br) + ] + + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } + , resolveCircularBranchFlows + * circularBranchFlowExist(t,br) + + resolveHVDCnonPhysicalLosses + * NonPhysicalLossExist(t,br) + ] + + sum[ pole, resolveCircularBranchFlows + * poleCircularBranchFlowExist(t,pole) + ] + ) > UseBranchFlowMIPTolerance + } = 1 ; + +* Check if there is no branch circular flow and non-physical losses end + ); + +* A period is unsolved if MILP model is required + unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; + +* Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. + loop( unsolvedDT(t), + if( UseBranchFlowMIP(t) >= 1, + VSPDModel(t) = 1; + putclose rep 'The case: %GDXname% requires a ' + 'vSPD_BranchFlowMIP resolve for period ' + t.tl '. Switching Vectorisation OFF.'/ + ) ; + + ) ; + + sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; + exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; + +* Check if the LP results are valid end + ) ; + + + +* 6f. Check for disconnected nodes and adjust prices accordingly ------------- + +* See Rule Change Proposal August 2008 - Disconnected nodes available at +* www.systemoperator.co.nz/reports-papers +$ontext + Disconnected nodes are defined as follows: + Pre-MSP: Have no generation or load, are disconnected from the network + and has a price = CVP. + Post-MSP: Indication to SPD whether a bus is dead or not. + Dead buses are not processed by the SPD solved + Disconnected nodes' prices set by the post-process with the following rules: + Scenario A/B/D: Price for buses in live electrical island determined + by the solved + Scenario C/F/G/H/I: Buses in the dead electrical island with: + a. Null/zero load: Marked as disconnected with $0 price. + b. Positive load: Price = CVP for deficit generation + c. Negative load: Price = -CVP for surplus generation + Scenario E: Price for bus in live electrical island with zero load needs to + be adjusted since actually is disconnected. + + The Post-MSP implementation imply a mapping of a bus to an electrical island + and an indication of whether this electrical island is live of dead. + The correction of the prices is performed by SPD. +$offtext + + busGeneration(bus(t,b)) + = sum[ (o,n) $ { offerNode(t,o,n) and NodeBus(t,n,b) } + , NodeBusAllocationFactor(t,n,b) * GENERATION.l(t,o) + ] ; + + busLoad(bus(t,b)) + = sum[ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * RequiredLoad(t,n) + ] ; + + busPrice(bus(t,b)) = ACnodeNetInjectionDefinition2.m(t,b) ; + + if((disconnectedNodePriceCorrection = 1), +* Post-MSP cases +* Scenario C/F/G/H/I: + busDisconnected(bus(t,b)) $ { (busLoad(bus) = 0) + and (busElectricalIsland(bus) = 0) + } = 1 ; +* Scenario E: + busDisconnected(bus(t,b)) + $ { ( sum[ b1 $ { busElectricalIsland(t,b1) + = busElectricalIsland(bus) } + , busLoad(t,b1) ] = 0 + ) and + ( busElectricalIsland(bus) > 0 ) + } = 1 ; +* Set prices at dead buses with non-zero load + busPrice(bus(t,b)) $ { (busLoad(bus) > 0) and + (busElectricalIsland(bus)= 0) + } = DeficitBusGenerationPenalty ; + + busPrice(bus(t,b)) $ { (busLoad(bus) < 0) and + (busElectricalIsland(bus)= 0) + } = -SurplusBusGenerationPenalty ; + +* Set price at identified disconnected buses to 0 + busPrice(bus)$busDisconnected(bus) = 0 ; + ) ; + +* End Check for disconnected nodes and adjust prices accordingly + +* TN - Replacing invalid prices after SOS1 +* 6f0. Replacing invalid prices after SOS1 (7.1.3)---------------------------- + if ( SOS1_solve(dt), + busSOSinvalid(dt,b) + = 1 $ { [ ( busPrice(dt,b) = 0 ) + or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) + or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) + ] + and bus(dt,b) + and [ not busDisconnected(dt,b) ] + and [ busLoad(dt,b) = busGeneration(dt,b) ] + and [ sum[(br,fd) + $ { BranchBusConnect(dt,br,b) and branch(dt,br) } + , ACBRANCHFLOWDIRECTED.l(dt,br,fd) + ] = 0 + ] + and [ sum[ br + $ { BranchBusConnect(dt,br,b) and branch(dt,br) } + , 1 + ] > 0 + ] + }; + numberofbusSOSinvalid(dt) = 2*sum[b, busSOSinvalid(dt,b)]; + While ( sum[b, busSOSinvalid(dt,b)] < numberofbusSOSinvalid(dt) , + numberofbusSOSinvalid(dt) = sum[b, busSOSinvalid(dt,b)]; + busPrice(dt,b) + $ { busSOSinvalid(dt,b) + and ( sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] + and sum[ br $ { branch(dt,br) + and BranchBusConnect(dt,br,b) + and BranchBusConnect(dt,br,b1) + }, 1 + ] + }, 1 + ] > 0 + ) + } + = sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] + and sum[ br $ { branch(dt,br) + and BranchBusConnect(dt,br,b) + and BranchBusConnect(dt,br,b1) + }, 1 ] + }, busPrice(dt,b1) + ] + / sum[ b1 $ { [ not busSOSinvalid(dt,b1) ] + and sum[ br $ { branch(dt,br) + and BranchBusConnect(dt,br,b) + and BranchBusConnect(dt,br,b1) + }, 1 ] + }, 1 + ]; + + busSOSinvalid(dt,b) + = 1 $ { [ ( busPrice(dt,b) = 0 ) + or ( busPrice(dt,b) > 0.9 * deficitBusGenerationPenalty ) + or ( busPrice(dt,b) < -0.9 * surplusBusGenerationPenalty ) + ] + and bus(dt,b) + and [ not busDisconnected(dt,b) ] + and [ busLoad(dt,b) = busGeneration(dt,b) ] + and [ sum[(br,fd) + $ { BranchBusConnect(dt,br,b) and branch(dt,br) } + , ACBRANCHFLOWDIRECTED.l(dt,br,fd) + ] = 0 + ] + and [ sum[ br + $ { BranchBusConnect(dt,br,b) and branch(dt,br) } + , 1 + ] > 0 + ] + }; + ); + ); +* End Replacing invalid prices after SOS1 (7.1.3) ---------------------------- + + +* 6g. Collect and store results of solved periods into output parameters ----- +* Note: all the price relating outputs such as costs and revenues are calculated in section 7.b + +$iftheni.PeriodReport %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3.gms" +$elseifi.PeriodReport %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_3.gms" +$elseifi.PeriodReport %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_3.gms" +$elseifi.PeriodReport %opMode%=='DPS' $include "Demand\vSPDSolveDPS_3.gms" + +$else.PeriodReport +$onend +* Normal vSPD run - write results out for for reporting + Loop t $ (not unsolvedDT(t)) do +* Reporting at trading period start +* Node level output + o_nodeGeneration_TP(t,n) $ Node(t,n) + = sum[ o $ offerNode(t,o,n), GENERATION.l(t,o) ] ; + + o_nodeLoad_TP(t,n) $ Node(t,n) + = RequiredLoad(t,n) + + Sum[ bd $ bidNode(t,bd,n), PURCHASE.l(t,bd) ]; + + o_nodePrice_TP(t,n) $ Node(t,n) + = sum[ b $ NodeBus(t,n,b) + , NodeBusAllocationFactor(t,n,b) * busPrice(t,b) + ] ; + + if { runPriceTransfer(t) + and ( (studyMode = 101) or (studyMode = 201) or (studyMode = 130)) + } then + o_nodeDead_TP(t,n) + = 1 $ ( sum[b $ {NodeBus(t,n,b) and (not busDisconnected(t,b)) + }, NodeBusAllocationFactor(t,n,b) ] = 0 ) ; + + o_nodeDeadPriceFrom_TP(t,n,n1) + = 1 $ {o_nodeDead_TP(t,n) and node2node(t,n,n1)}; + + o_nodeDeadPrice_TP(t,n) $ o_nodeDead_TP(t,n) = 1; + + While sum[ n $ o_nodeDead_TP(t,n), o_nodeDeadPrice_TP(t,n) ] do + o_nodePrice_TP(t,n) + $ { o_nodeDead_TP(t,n) and o_nodeDeadPrice_TP(t,n) } + = sum[n1 $ o_nodeDeadPriceFrom_TP(t,n,n1) + , o_nodePrice_TP(t,n1) ] ; + + o_nodeDeadPrice_TP(t,n) + = 1 $ sum[n1 $ o_nodeDead_TP(t,n1) + , o_nodeDeadPriceFrom_TP(t,n,n1) ]; + + o_nodeDeadPriceFrom_TP(t,n,n2) $ o_nodeDeadPrice_TP(t,n) + = 1 $ { sum[ n1 $ { node2node(t,n1,n2) + and o_nodeDeadPriceFrom_TP(t,n,n1) }, 1 ] + } ; + + o_nodeDeadPriceFrom_TP(t,n,n1) $ o_nodeDead_TP(t,n1) = 0 ; + + endwhile + endif; + +* Offer output + o_offerEnergy_TP(t,o) $ offer(t,o) = GENERATION.l(t,o) ; + + o_offerRes_TP(t,o,resC) $ offer(t,o) + = sum[ resT, RESERVE.l(t,o,resC,resT) ] ; + + o_offerFIR_TP(t,o) $ offer(t,o) + = sum[ resC $ (ord(resC) = 1),o_offerRes_TP(t,o,resC) ] ; + + o_offerSIR_TP(t,o) $ offer(t,o) + = sum[ resC $ (ord(resC) = 2),o_offerRes_TP(t,o,resC) ] ; + +* Risk group output + o_groupEnergy_TP(t,rg,GenRisk) + = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerEnergy_TP(t,o) ]; + + o_groupFKband_TP(t,rg,GenRisk) + = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), FKBand(t,o) ]; + + o_groupRes_TP(t,rg,resC,GenRisk) + = sum[ o $ riskGroupOffer(t,rg,o,GenRisk), o_offerRes_TP(t,o,resC)]; + +* Bus level output + o_busGeneration_TP(t,b) $ bus(t,b) = busGeneration(t,b) ; + + o_busLoad_TP(t,b) $ bus(t,b) + = busLoad(t,b) + + Sum[ (bd,n) $ { bidNode(t,bd,n) and NodeBus(t,n,b) } + , PURCHASE.l(t,bd) ]; + + o_busPrice_TP(t,b) $ bus(t,b) = busPrice(t,b) ; + + o_busDeficit_TP(t,b) $ bus(t,b) + = DEFICITBUSGENERATION.l(t,b) + + sum[n, NodeBusAllocationFactor(t,n,b)*ENERGYSCARCITYNODE.l(t,n)]; + + o_busSurplus_TP(t,b)$bus(t,b) = SURPLUSBUSGENERATION.l(t,b) ; + +* Node level output + + totalBusAllocation(t,b) $ bus(t,b) + = sum[ n $ Node(t,n), NodeBusAllocationFactor(t,n,b)]; + + busNodeAllocationFactor(t,b,n) $ (totalBusAllocation(t,b) > 0) + = NodeBusAllocationFactor(t,n,b) / totalBusAllocation(t,b) ; + +* TN - post processing unmapped generation deficit buses start +$ontext +The following code is added post-process generation deficit bus that is not +mapped to a pnode (BusNodeAllocationFactor = 0). In post-processing, when a +deficit is detected at a bus that does not map directly to a pnode, SPD creates +a ZBR mapping by following zero impendence branches (ZBRs) until it reaches a +pnode. The price at the deficit bus is assigned directly to the pnode, +overwriting any weighted price that post-processing originally calculated for +the pnode. This is based on email from Nic Deller +on 25 Feb 2015. +The code is modified again on 16 Feb 2016 to avoid infinite loop when there are +many generation deficit buses. +This code is used to post-process generation deficit bus that is not mapped to +$offtext + unmappedDeficitBus(t,b) $ o_busDeficit_TP(t,b) + = yes $ (Sum[ n, busNodeAllocationFactor(t,b,n)] = 0); + + changedDeficitBus(t,b) = no; + + If Sum[b $ unmappedDeficitBus(t,b), 1] then + + temp_busDeficit_TP(t,b) = o_busDeficit_TP(t,b); + + Loop b $ unmappedDeficitBus(t,b) do + o_busDeficit_TP(t,b1) + $ { Sum[ br $ { ( branchLossBlocks(t,br)=0 ) + and ( branchBusDefn(t,br,b1,b) + or branchBusDefn(t,br,b,b1) ) + }, 1 ] + } = o_busDeficit_TP(t,b1) + o_busDeficit_TP(t,b) ; + + changedDeficitBus(t,b1) + $ Sum[ br $ { ( branchLossBlocks(t,br)=0 ) + and ( branchBusDefn(t,br,b1,b) + or branchBusDefn(t,br,b,b1) ) + }, 1 ] = yes; + + unmappedDeficitBus(t,b) = no; + changedDeficitBus(t,b) = no; + o_busDeficit_TP(t,b) = 0; + EndLoop; + + Loop n $ sum[ b $ changedDeficitBus(t,b) + , busNodeAllocationFactor(t,b,n)] do + o_nodePrice_TP(t,n) = deficitBusGenerationPenalty ; + o_nodeDeficit_TP(t,n) = sum[ b $ busNodeAllocationFactor(t,b,n), + busNodeAllocationFactor(t,b,n) + * o_busDeficit_TP(t,b) ] ; + EndLoop; + + o_busDeficit_TP(t,b) = temp_busDeficit_TP(t,b); + Endif; +* TN - post processing unmapped generation deficit buses end + + o_nodeDeficit_TP(t,n) $ Node(t,n) + = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) + * DEFICITBUSGENERATION.l(t,b) ] ; + + o_nodeSurplus_TP(t,n) $ Node(t,n) + = sum[ b $ NodeBus(t,n,b), busNodeAllocationFactor(t,b,n) + * SURPLUSBUSGENERATION.l(t,b) ] ; + +* branch output + o_branchFlow_TP(t,br) $ ACbranch(t,br) = ACBRANCHFLOW.l(t,br); + + o_branchFlow_TP(t,br) $ HVDClink(t,br) = HVDCLINKFLOW.l(t,br); + + o_branchDynamicLoss_TP(t,br) $ ACbranch(t,br) + = sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] ; + + o_branchDynamicLoss_TP(t,br) $ HVDClink(t,br) + = HVDCLINKLOSSES.l(t,br) ; + + o_branchFixedLoss_TP(t,br) $ branch(t,br) + = branchFixedLoss(t,br) ; + + o_branchTotalLoss_TP(t,br) $ branch(t,br) + = o_branchDynamicLoss_TP(t,br) + o_branchFixedLoss_TP(t,br) ; + + o_branchMarginalPrice_TP(t,br) $ ACbranch(t,br) + = sum[ fd, ACbranchMaximumFlow.m(t,br,fd) ] ; + + o_branchMarginalPrice_TP(t,br) $ HVDClink(t,br) + = HVDClinkMaximumFlow.m(t,br) ; + + o_branchCapacity_TP(t,br) $ branch(t,br) + = sum[ fd $ ( ord(fd) = 1 ) + , branchCapacity(t,br,fd) + ] $ { o_branchFlow_TP(t,br) >= 0 } + + sum[ fd $ ( ord(fd) = 2 ) + , branchCapacity(t,br,fd) + ] $ { o_branchFlow_TP(t,br) < 0 } ; + +* bid output + o_bidEnergy_TP(t,bd) $ bid(t,bd) = PURCHASE.l(t,bd) ; + + o_bidTotalMW_TP(t,bd) $ bid(t,bd) + = sum[ blk, DemBidMW(t,bd,blk) ] ; + +* Violation reporting based on the CE and ECE + o_ResViolation_TP(t,isl,resC) + = DEFICITRESERVE_CE.l(t,isl,resC) + + DEFICITRESERVE_ECE.l(t,isl,resC) ; + + o_FIRviolation_TP(t,isl) + = sum[ resC $ (ord(resC) = 1), o_ResViolation_TP(t,isl,resC) ] ; + + o_SIRviolation_TP(t,isl) + = sum[ resC $ (ord(resC) = 2), o_ResViolation_TP(t,isl,resC) ] ; + +* Risk marginal prices and shortfall outputs + o_GenRiskPrice_TP(t,isl,o,resC,GenRisk) + = -GenIslandRiskCalculation_1.m(t,isl,o,resC,GenRisk) ; + + o_GenRiskShortfall_TP(t,isl,o,resC,GenRisk) + = RESERVESHORTFALLUNIT.l(t,isl,o,resC,GenRisk) ; + + o_HVDCSecRiskPrice_TP(t,isl,o,resC,HVDCSecRisk) + = -HVDCIslandSecRiskCalculation_GEN_1.m(t,isl,o,resC,HVDCSecRisk) ; + + o_HVDCSecRiskShortfall_TP(t,isl,o,resC,HVDCSecRisk) + = RESERVESHORTFALLUNIT.l(t,isl,o,resC,HVDCSecRisk) ; + + o_GenRiskGroupPrice_TP(t,isl,rg,resC,GenRisk) + = -GenIslandRiskGroupCalculation_1.m(t,isl,rg,resC,GenRisk) ; + + o_GenRiskGroupShortfall_TP(t,isl,rg,resC,GenRisk) + = RESERVESHORTFALLGROUP.l(t,isl,rg,resC,GenRisk) ; + + o_HVDCRiskPrice_TP(t,isl,resC,HVDCrisk) + = -HVDCIslandRiskCalculation.m(t,isl,resC,HVDCrisk); + + o_HVDCRiskShortfall_TP(t,isl,resC,HVDCrisk) + = RESERVESHORTFALL.l(t,isl,resC,HVDCrisk); + + + o_ManualRiskPrice_TP(t,isl,resC,ManualRisk) + = -ManualIslandRiskCalculation.m(t,isl,resC,ManualRisk) ; + + o_ManualRiskShortfall_TP(t,isl,resC,ManualRisk) + = RESERVESHORTFALL.l(t,isl,resC,ManualRisk) ; + + o_HVDCSecManualRiskPrice_TP(t,isl,resC,HVDCSecRisk) + = -HVDCIslandSecRiskCalculation_Manu_1.m(t,isl,resC,HVDCSecRisk); + + o_HVDCSecManualRiskShortfall_TP(t,isl,resC,HVDCSecRisk) + = RESERVESHORTFALL.l(t,isl,resC,HVDCSecRisk) ; + +* Security constraint data + + o_brConstraintSense_TP(t,brCstr) $ branchConstraint(t,brCstr) + = branchConstraintSense(t,brCstr) ; + + o_brConstraintLHS_TP(t,brCstr) $ branchConstraint(t,brCstr) + = [ branchSecurityConstraintLE.l(t,brCstr) + $ (branchConstraintSense(t,brCstr) = -1) ] ; + + o_brConstraintRHS_TP(t,brCstr) $ branchConstraint(t,brCstr) + = branchConstraintLimit(t,brCstr) ; + + o_brConstraintPrice_TP(t,brCstr) $ branchConstraint(t,brCstr) + = [ branchSecurityConstraintLE.m(t,brCstr) + $ (branchConstraintSense(t,brCstr) = -1) ] ; + +* Mnode constraint data + o_MnodeConstraintSense_TP(t,MnodeCstr) + $ MnodeConstraint(t,MnodeCstr) + = MnodeConstraintSense(t,MnodeCstr) ; + + o_MnodeConstraintLHS_TP(t,MnodeCstr) + $ MnodeConstraint(t,MnodeCstr) + = [ MnodeSecurityConstraintLE.l(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] + + [ MnodeSecurityConstraintGE.l(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] + + [ MnodeSecurityConstraintEQ.l(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; + + o_MnodeConstraintRHS_TP(t,MnodeCstr) + $ MnodeConstraint(t,MnodeCstr) + = MnodeConstraintLimit(t,MnodeCstr) ; + + o_MnodeConstraintPrice_TP(t,MnodeCstr) + $ MnodeConstraint(t,MnodeCstr) + = [ MnodeSecurityConstraintLE.m(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = -1) ] + + [ MnodeSecurityConstraintGE.m(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = 1) ] + + [ MnodeSecurityConstraintEQ.m(t,MnodeCstr) + $ (MnodeConstraintSense(t,MnodeCstr) = 0) ] ; + +* Island output + o_ResPrice_TP(t,isl,resC)= IslandReserveCalculation.m(t,isl,resC); + + o_FIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 1) + , o_ResPrice_TP(t,isl,resC) ]; + + o_SIRprice_TP(t,isl) = sum[ resC $ (ord(resC) = 2) + , o_ResPrice_TP(t,isl,resC) ]; + + o_islandGen_TP(t,isl) + = sum[ b $ busIsland(t,b,isl), busGeneration(t,b) ] ; + + o_islandClrBid_TP(t,isl) + = sum[ bd $ bidIsland(t,bd,isl), PURCHASE.l(t,bd) ] ; + + o_islandLoad_TP(t,isl) + = sum[ b $ busIsland(t,b,isl), busLoad(t,b) ] + + o_islandClrBid_TP(t,isl) ; + + o_ResCleared_TP(t,isl,resC) = ISLANDRESERVE.l(t,isl,resC); + + o_FirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 1) + , o_ResCleared_TP(t,isl,resC) ]; + + o_SirCleared_TP(t,isl) = Sum[ resC $ (ord(resC) = 2) + , o_ResCleared_TP(t,isl,resC) ]; + + o_islandBranchLoss_TP(t,isl) + = sum[ (br,frB,toB) + $ { ACbranch(t,br) and busIsland(t,toB,isl) + and branchBusDefn(t,br,frB,toB) + }, o_branchTotalLoss_TP(t,br) ] ; + + o_HVDCflow_TP(t,isl) + = sum[ (br,frB,toB) + $ { HVDClink(t,br) and busIsland(t,frB,isl) + and branchBusDefn(t,br,frB,toB) + }, o_branchFlow_TP(t,br) ] ; + + + o_HVDCpoleFixedLoss_TP(t,isl) + = sum[ (br,frB,toB) $ { HVDClink(t,br) and + branchBusDefn(t,br,frB,toB) and + ( busIsland(t,toB,isl) or + busIsland(t,frB,isl) + ) + }, 0.5 * o_branchFixedLoss_TP(t,br) + ] ; + + o_HVDCloss_TP(t,isl) + = o_HVDCpoleFixedLoss_TP(t,isl) + + sum[ (br,frB,toB) $ { HVDClink(t,br) and + branchBusDefn(t,br,frB,toB) and + busIsland(t,toB,isl) and + (not (busIsland(t,frB,isl))) + }, o_branchDynamicLoss_TP(t,br) + ] ; + + o_HVDCreceived(t,isl) = HVDCREC.l(t,isl); + + o_HVDCRiskSubtractor(t,isl,resC,HVDCrisk) + = RISKOFFSET.l(t,isl,resC,HVDCrisk) ; + +* TN - The code below is added for NMIR project ================================ + o_EffectiveRes_TP(t,isl,resC,riskC) $ reserveShareEnabled(t,resC) + = RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ; + + If Sum[ resC $ (ord(resC) = 1), reserveShareEnabled(t,resC)] then + + o_FirSent_TP(t,isl) + = Sum[ (rd,resC) $ (ord(resC) = 1) + , RESERVESHARESENT.l(t,isl,resC,rd)]; + + o_FirReceived_TP(t,isl) + = Sum[ (rd,resC) $ (ord(resC) = 1) + , RESERVESHARERECEIVED.l(t,isl,resC,rd) ]; + + o_FirEffectiveCE_TP(t,isl) + = Smax[ (resC,riskC) + $ { (ord(resC) = 1) and ContingentEvents(riskC) } + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + o_FirEffectiveECE_TP(t,isl) + = Smax[ (resC,riskC) + $ { (ord(resC) = 1) and ExtendedContingentEvent(riskC) } + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + o_FirEffReport_TP(t,isl) + = Smax[ (resC,riskC) $ (ord(resC)=1) + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + Endif; + + If Sum[ resC $ (ord(resC) = 2), reserveShareEnabled(t,resC)] then + + o_SirSent_TP(t,isl) + = Sum[ (rd,resC) $ (ord(resC) = 2), + RESERVESHARESENT.l(t,isl,resC,rd) ]; + + o_SirReceived_TP(t,isl) + = Sum[ (fd,resC) $ (ord(resC) = 2), + RESERVESHARERECEIVED.l(t,isl,resC,fd) ]; + + o_SirEffectiveCE_TP(t,isl) + = Smax[ (resC,riskC) + $ { (ord(resC) = 2) and ContingentEvents(riskC) } + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + o_SirEffectiveECE_TP(t,isl) + = Smax[ (resC,riskC) + $ { (ord(resC) = 2) and ExtendedContingentEvent(riskC) } + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + + o_SirEffReport_TP(t,isl) + = Smax[ (resC,riskC) $ (ord(resC)=2) + , RESERVESHAREEFFECTIVE.l(t,isl,resC,riskC) ]; + Endif; + + o_TotalIslandReserve(t,isl,resC,riskC) + = o_ResCleared_TP(t,isl,resC) + o_EffectiveRes_TP(t,isl,resC,riskC); + + +* TN - The code for NMIR project end =========================================== + +* Additional output for audit reporting + o_ACbusAngle(t,b) = ACNODEANGLE.l(t,b) ; + +* Check if there are non-physical losses on AC branches + ManualBranchSegmentMWFlow(LossBranch(ACbranch(t,br)),los,fd) + $ { ( ord(los) <= branchLossBlocks(ACbranch) ) + and validLossSegment(ACbranch,los,fd) + and ( ACBRANCHFLOWDIRECTED.l(ACbranch,fd) > 0 ) + } + = Min[ Max( 0, + [ abs(o_branchFlow_TP(t,br)) + - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] + ] + ), + ( LossSegmentMW(ACbranch,los,fd) + - [LossSegmentMW(ACbranch,los-1,fd) $ (ord(los) > 1)] + ) + ] ; + + ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) + $ { ( ord(los) <= branchLossBlocks(HVDClink) ) + and validLossSegment(HVDClink,los,fd) and ( ord(fd) = 1 ) + } + = Min[ Max( 0, + [ abs(o_branchFlow_TP(t,br)) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ] + ), + ( LossSegmentMW(HVDClink,los,fd) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ) + ] ; + + ManualLossCalculation(LossBranch(branch(t,br))) + = sum[ (los,fd), LossSegmentFactor(branch,los,fd) + * ManualBranchSegmentMWFlow(branch,los,fd) ] ; + + o_nonPhysicalLoss(t,br) = o_branchDynamicLoss_TP(t,br) + - ManualLossCalculation(t,br) ; + + o_lossSegmentBreakPoint(t,br,los) + = sum [ fd $ { validLossSegment(t,br,los,fd) + and (ord(fd) = 1) + }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } + + sum [ fd $ { validLossSegment(t,br,los,fd) + and (ord(fd) = 2) + }, LossSegmentMW(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } + ; + + o_lossSegmentFactor(t,br,los) + = sum [ fd $ { validLossSegment(t,br,los,fd) + and (ord(fd) = 1) + }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) >= 0 } + + sum [ fd $ { validLossSegment(t,br,los,fd) + and (ord(fd) = 2) + }, LossSegmentFactor(t,br,los,fd) ] $ { o_branchFlow_TP(t,br) < 0 } + ; + + o_PLRO_FIR_TP(t,o) $ offer(t,o) + = sum[(resC,PLRO) $ (ord(resC)=1) + , RESERVE.l(t,o,resC,PLRO) ] ; + + o_PLRO_SIR_TP(t,o) $ offer(t,o) + = sum[(resC,PLRO) $ (ord(resC)=2) + , RESERVE.l(t,o,resC,PLRO)] ; + + o_TWRO_FIR_TP(t,o) $ offer(t,o) + = sum[(resC,TWRO) $ (ord(resC)=1) + , RESERVE.l(t,o,resC,TWRO)] ; + + o_TWRO_SIR_TP(t,o) $ offer(t,o) + = sum[(resC,TWRO) $ (ord(resC)=2) + , RESERVE.l(t,o,resC,TWRO)] ; + + o_ILRO_FIR_TP(t,o) $ offer(t,o) + = sum[ (resC,ILRO) $ (ord(resC)=1) + , RESERVE.l(t,o,resC,ILRO)] ; + + o_ILRO_SIR_TP(t,o) $ offer(t,o) + = sum[ (resC,ILRO) $ (ord(resC)=2) + , RESERVE.l(t,o,resC,ILRO)] ; + + o_ILbus_FIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and + offerNode(t,o,n) + }, o_ILRO_FIR_TP(t,o) ] ; + + o_ILbus_SIR_TP(t,b) = sum[ (o,n) $ { NodeBus(t,n,b) and + offerNode(t,o,n) + }, o_ILRO_SIR_TP(t,o) ] ; + + o_generationRiskLevel(t,isl,o,resC,GenRisk) + = GENISLANDRISK.l(t,isl,o,resC,GenRisk) + + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) + ; + + o_HVDCriskLevel(t,isl,resC,HVDCrisk) + = ISLANDRISK.l(t,isl,resC,HVDCrisk) ; + + o_manuRiskLevel(t,isl,resC,ManualRisk) + = ISLANDRISK.l(t,isl,resC,ManualRisk) + + RESERVESHAREEFFECTIVE.l(t,isl,resC,ManualRisk) + ; + + o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) + = HVDCGENISLANDRISK.l(t,isl,o,resC,HVDCsecRisk) ; + + o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) + = HVDCMANISLANDRISK.l(t,isl,resC,HVDCsecRisk); + + o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) + $ islandRiskGroup(t,isl,rg,GenRisk) + = GENISLANDRISKGROUP.l(t,isl,rg,resC,GenRisk) + + RESERVESHAREEFFECTIVE.l(t,isl,resC,GenRisk) + ; + +* FIR and SIR required based on calculations of the island risk to +* overcome reporting issues of the risk setter under degenerate +* conditions when reserve price = 0 - See below + + o_ReserveReqd_TP(t,isl,resC) + = Max[ 0, + smax[(o,GenRisk) , o_generationRiskLevel(t,isl,o,resC,GenRisk)], + smax[ HVDCrisk , o_HVDCriskLevel(t,isl,resC,HVDCrisk) ] , + smax[ ManualRisk , o_manuRiskLevel(t,isl,resC,ManualRisk) ] , + smax[ (o,HVDCsecRisk), o_genHVDCriskLevel(t,isl,o,resC,HVDCsecRisk) ] , + smax[ HVDCsecRisk , o_manuHVDCriskLevel(t,isl,resC,HVDCsecRisk) ] , + smax[ (rg,GenRisk) , o_generationRiskGroupLevel(t,isl,rg,resC,GenRisk) ] + ] ; + + o_FIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=1), o_ReserveReqd_TP(t,isl,resC) ] ; + o_SIRreqd_TP(t,isl) = sum[ resC $ (ord(resC)=2), o_ReserveReqd_TP(t,isl,resC) ] ; + +* Summary reporting by trading period + o_solveOK_TP(t) = ModelSolved ; + + o_systemCost_TP(t) = SYSTEMCOST.l(t) ; + + o_systemBenefit_TP(t) = SYSTEMBENEFIT.l(t) ; + + o_penaltyCost_TP(t) = SYSTEMPENALTYCOST.l(t) ; + + o_ofv_TP(t) = o_systemBenefit_TP(t) + - o_systemCost_TP(t) + - o_penaltyCost_TP(t); + + +* Separete violation reporting at trade period level + o_defGenViolation_TP(t) = sum[ b, o_busDeficit_TP(t,b) ] ; + + o_surpGenViolation_TP(t) = sum[ b, o_busSurplus_TP(t,b) ] ; + + o_surpBranchFlow_TP(t) + = sum[ br$branch(t,br), SURPLUSBRANCHFLOW.l(t,br) ] ; + + o_defRampRate_TP(t) + = sum[ o $ offer(t,o), DEFICITRAMPRATE.l(t,o) ] ; + + o_surpRampRate_TP(t) + = sum[ o $ offer(t,o), SURPLUSRAMPRATE.l(t,o) ] ; + + o_surpBranchGroupConst_TP(t) + = sum[ brCstr $ branchConstraint(t,brCstr) + , SURPLUSBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; + + o_defBranchGroupConst_TP(t) + = sum[ brCstr $ branchConstraint(t,brCstr) + , DEFICITBRANCHSECURITYCONSTRAINT.l(t,brCstr) ] ; + + o_defMnodeConst_TP(t) + = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) + , DEFICITMnodeCONSTRAINT.l(t,MnodeCstr) ] ; + + o_surpMnodeConst_TP(t) + = sum[ MnodeCstr $ MnodeConstraint(t,MnodeCstr) + , SURPLUSMnodeCONSTRAINT.l(t,MnodeCstr) ] ; + + o_defResv_TP(t) + = sum[ (isl,resC) , o_ResViolation_TP(t,isl,resC) ] ; + +* Reporting at trading period end + EndLoop; +$offend + +$endif.PeriodReport + +* End of the solve vSPD loop + ] ; +* End of the While loop +); + + +* Summary reports - only applied for normal and audit vSPD run. +$iftheni.SummaryReport %opMode%=='DWH' display 'No summary report for data warehouse mode'; +$elseifi.SummaryReport %opMode%=='FTR' display 'No summary report for FTR rental mode'; +$elseifi.SummaryReport %opMode%=='PVT' display 'No summary report for pivot analysis mode'; +$elseifi.SummaryReport %opMode%=='DPS' display 'No summary report for demand analysis mode'; +$else.SummaryReport + +* System level + + +* Offer level - This does not include revenue from wind generators for +* final pricing because the wind generation is netted off against load +* at the particular bus for the final pricing solves + +$endif.SummaryReport + + +* 8b. Calculating price-relating outputs -------------------------------------- + +$iftheni.PriceRelatedOutputs %opMode%=='DWH' +$elseifi.PriceRelatedOutputs %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_3a.gms" +$else.PriceRelatedOutputs +loop (dt, + +* branch output update + o_branchFromBusPrice_TP(dt,br) $ branch(dt,br) + = sum[ b $ branchFrBus(dt,br,b), o_busPrice_TP(dt,b) ] ; + + o_branchToBusPrice_TP(dt,br) $ branch(dt,br) + = sum[ b $ branchToBus(dt,br,b), o_busPrice_TP(dt,b) ] ; + + o_branchTotalRentals_TP(dt,br) + $ { branch(dt,br) and (o_branchFlow_TP(dt,br) >= 0) } + = (intervalDuration/60) + * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) + - o_branchToBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) + - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) + ] ; + + o_branchTotalRentals_TP(dt,br) + $ { branch(dt,br) and (o_branchFlow_TP(dt,br) < 0) } + = (intervalDuration/60) + * [ o_branchToBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) + - o_branchFromBusPrice_TP(dt,br) * o_branchFlow_TP(dt,br) + - o_branchFromBusPrice_TP(dt,br) * o_branchTotalLoss_TP(dt,br) + ] ; + +* Island output + o_islandRefPrice_TP(dt,isl) + = sum[ n $ { refNode(dt,n) + and nodeIsland(dt,n,isl) } , o_nodePrice_TP(dt,n) ] ; +) ; + +$endif.PriceRelatedOutputs +* Calculating price-relating outputs end ------------------------------------- + +*===================================================================================== +* 9. Write results to CSV report files and GDX files +*===================================================================================== +* TN - Pivot analysis end +$iftheni.Output %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_4.gms" +$elseifi.Output %opMode%=='DPS' $include "Demand\vSPDSolveDPS_4.gms" +$elseifi.Output %opMode%=='FTR' $include "FTRental\vSPDSolveFTR_4.gms" +$elseifi.Output %opMode%=='DWH' $include "DWmode\vSPDSolveDWH_4.gms" +$else.Output $include "vSPDreport.gms" +$endif.Output + + +* Post a progress message for use by EMI. +putclose rep 'Case: %GDXname% is complete in ',timeExec,'(secs)'/ ; +putclose rep 'Case: %GDXname% is finished in ',timeElapsed,'(secs)'/ ; + +* Go to the next input file +$label nextInput + +* Post a progress message for use by EMI. +$if not exist "%inputPath%\%GDXname%.gdx" putclose rep 'The file %inputPath%\%GDXname%.gdx could not be found (', system.time, ').' // ; diff --git a/vSPDsolve_RTP.gms b/vSPDsolve_RTP.gms new file mode 100644 index 0000000..65f373f --- /dev/null +++ b/vSPDsolve_RTP.gms @@ -0,0 +1,831 @@ +*===================================================================================== +* Name: vSPDsolve_RTP.gms +* Function: First RTD solve to update island loss in order to +* adjust node demand +* A new development for Rea +* Developed by: Electricity Authority, New Zealand +* Source: https://github.com/ElectricityAuthority/vSPD +* http://www.emi.ea.govt.nz/Tools/vSPD +* Contact: Forum: http://www.emi.ea.govt.nz/forum/ +* Email: emi@ea.govt.nz +* Created on: 14 Jan 2022 + +*===================================================================================== + +* 7d. Solve Models First Time For Real Time Pricing +*===================================================================================== +* 7. The vSPD solve loop +*===================================================================================== +put_utility temp 'gdxin' / '%inputPath%\%GDXname%.gdx' ; +execute_load SPDLoadCalcLosses = i_dateTimeSPDLoadCalcLosses ; +put_utility temp 'gdxin' ; + +unsolvedDT(dt) = yes; +VSPDModel(dt) = 0 ; +option clear = useBranchFlowMIP ; + +While ( Sum[ dt $ unsolvedDT(dt), 1 ], + exitLoop = 0; + loop[ dt $ {unsolvedDT(dt) and (exitLoop = 0)}, + +* 7a. Reset all sets, parameters and variables ------------------------------- + option clear = t ; +* Generation variables + option clear = GENERATION ; + option clear = GENERATIONBLOCK ; + option clear = GENERATIONUPDELTA ; + option clear = GENERATIONDNDELTA ; +* Purchase variables + option clear = PURCHASE ; + option clear = PURCHASEBLOCK ; +* Network variables + option clear = ACNODENETINJECTION ; + option clear = ACNODEANGLE ; + option clear = ACBRANCHFLOW ; + option clear = ACBRANCHFLOWDIRECTED ; + option clear = ACBRANCHLOSSESDIRECTED ; + option clear = ACBRANCHFLOWBLOCKDIRECTED ; + option clear = ACBRANCHLOSSESBLOCKDIRECTED ; + option clear = ACBRANCHFLOWDIRECTED_INTEGER ; + option clear = HVDCLINKFLOW ; + option clear = HVDCLINKLOSSES ; + option clear = LAMBDA ; + option clear = LAMBDAINTEGER ; + option clear = HVDCLINKFLOWDIRECTED_INTEGER ; + option clear = HVDCPOLEFLOW_INTEGER ; +* Risk/Reserve variables + option clear = RISKOFFSET ; + option clear = HVDCREC ; + option clear = ISLANDRISK ; + option clear = RESERVEBLOCK ; + option clear = RESERVE ; + option clear = ISLANDRESERVE; +* NMIR variables + option clear = SHAREDNFR ; + option clear = SHAREDRESERVE ; + option clear = HVDCSENT ; + option clear = RESERVESHAREEFFECTIVE ; + option clear = RESERVESHARERECEIVED ; + option clear = RESERVESHARESENT ; + option clear = HVDCSENDING ; + option clear = INZONE ; + option clear = HVDCSENTINSEGMENT ; + option clear = HVDCRESERVESENT ; + option clear = HVDCSENTLOSS ; + option clear = HVDCRESERVELOSS ; + option clear = LAMBDAHVDCENERGY ; + option clear = LAMBDAHVDCRESERVE ; + option clear = RESERVESHAREPENALTY ; +* Objective + option clear = NETBENEFIT ; +* Violation variables + option clear = TOTALPENALTYCOST ; + option clear = DEFICITBUSGENERATION ; + option clear = SURPLUSBUSGENERATION ; + option clear = DEFICITRESERVE_CE ; + option clear = DEFICITRESERVE_ECE ; + option clear = DEFICITBRANCHSECURITYCONSTRAINT ; + option clear = SURPLUSBRANCHSECURITYCONSTRAINT ; + option clear = DEFICITRAMPRATE ; + option clear = SURPLUSRAMPRATE ; + option clear = DEFICITBRANCHFLOW ; + option clear = SURPLUSBRANCHFLOW ; + option clear = DEFICITMNODECONSTRAINT ; + option clear = SURPLUSMNODECONSTRAINT ; + + option clear = SCARCITYCOST; + option clear = ENERGYSCARCITYBLK ; + option clear = ENERGYSCARCITYNODE; + +* Clear the pole circular branch flow flag + option clear = circularBranchFlowExist ; + option clear = poleCircularBranchFlowExist ; + option clear = northHVDC ; + option clear = southHVDC ; + option clear = manualBranchSegmentMWFlow ; + option clear = manualLossCalculation ; + option clear = nonPhysicalLossExist ; + option clear = modelSolved ; + option clear = LPmodelSolved ; +* Disconnected bus post-processing + option clear = busGeneration ; + option clear = busLoad ; + option clear = busDisconnected ; + option clear = busPrice ; + + +* End reset + + +* 7b. Initialise current trade period and model data ------------------------- + t(dt) $ sequentialSolve = yes; + t(dt1) $ (not sequentialSolve) = yes; + +* Update initial MW if run NRSS, PRSS, NRSL, PRSL + generationStart(offer(t(dt),o)) + $ (sum[ o1, generationStart(dt,o1)] = 0) + = sum[ dt1 $ (ord(dt1) = ord(dt)-1), o_offerEnergy_TP(dt1,o) ] ; + +$ontext +these are not used anymore +* Calculation of generation upper limits due to ramp rate limits +* Calculation 5.3.1.2. - For primary-secondary offers, only primary offer +* initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeUp(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateUp(offer) } + = Min[ intervalDuration , ( generationMaximum(offer) + - generationStart(offer) + ) / rampRateUp(offer) + ] ; + +* Calculation 5.3.1.3. - For primary-secondary offers, only primary offer +* initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndUp(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = generationStart(offer) + rampRateUp(offer)*rampTimeUp(offer) ; + + +* Calculation of generation lower limits due to ramp rate limits + +* Calculation 5.3.2.2. - For primary-secondary offers, only primary offer +* initial MW and ramp rate is used - Reference: Transpower Market Services + rampTimeDown(offer(t(tp),o)) + $ { (not hasPrimaryOffer(offer)) and rampRateDown(offer) } + = Min[ intervalDuration, ( generationStart(offer) + - generationMinimum(offer) + ) / rampRateDown(offer) + ] ; + +* Calculation 5.3.2.3. - For primary-secondary offers, only primary offer +* initial MW and ramp rate is used - Reference: Transpower Market Services + generationEndDown(offer(t(tp),o)) $ (not hasPrimaryOffer(offer)) + = Max[ 0, generationStart(offer) + - rampRateDown(offer)*rampTimeDown(offer) ] ; +$offtext +* Additional pre-processing on parameters end + + +* 7c. Updating the variable bounds before model solve ------------------------ + +* TN - Pivot or Demand Analysis - revise input data +$Ifi %opMode%=='PVT' $include "Pivot\vSPDSolvePivot_2.gms" +$Ifi %opMode%=='DPS' $include "Demand\vSPDSolveDPS_2.gms" +* TN - Pivot or Demand Analysis - revise input data end + +*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS ======================== + +* Offer blocks - Constraint 6.1.1.1 + GENERATIONBLOCK.up(genOfrBlk(t,o,blk)) + = EnrgOfrMW(genOfrBlk) ; + + GENERATIONBLOCK.fx(t,o,blk) + $ (not genOfrBlk(t,o,blk)) = 0 ; + +* Constraint 6.1.1.2 - Fix the invalid generation to Zero + GENERATION.fx(offer(t,o)) $ (not posEnrgOfr(offer)) = 0 ; + +* Constraint 6.1.1.3 - Set Upper Bound for intermittent generation + GENERATION.up(offer(t,o)) + $ { windOffer(offer) and priceResponsive(offer) } + = min[ potentialMW(offer), ReserveGenerationMaximum(offer) ] ; + +* Constraint 6.1.1.4 - Set Upper/Lower Bound for Positive Demand Bid + PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) + = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)>0]; + + PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) + = 0 $ [DemBidMW(t,bd,blk)>0]; + +* Constraint 6.1.1.5 - Set Upper/Lower Bound for Negativetive Demand Bid + PURCHASEBLOCK.up(demBidBlk(t,bd,blk)) + = 0 $ [DemBidMW(t,bd,blk)<0]; + + PURCHASEBLOCK.lo(demBidBlk(t,bd,blk)) + = DemBidMW(t,bd,blk) $ [DemBidMW(t,bd,blk)<0]; + + PURCHASEBLOCK.fx(t,bd,blk) + $ (not demBidBlk(t,bd,blk)) + = 0 ; + + PURCHASE.fx(t,bd) $ (sum[blk $ demBidBlk(t,bd,blk), 1] = 0) = 0 ; + +* Constraint 6.1.1.7 - Set Upper Bound for Energy Scaricty Block + ENERGYSCARCITYBLK.up(t,n,blk) = ScarcityEnrgLimit(t,n,blk) ; + ENERGYSCARCITYBLK.fx(t,n,blk) $ (not EnergyScarcityEnabled(t)) = 0; + ENERGYSCARCITYNODE.fx(t,n) $ (not EnergyScarcityEnabled(t)) = 0; + +*======= GENERATION, DEMAND AND LOAD FORECAST EQUATIONS END ==================== + + +*======= HVDC TRANSMISSION EQUATIONS =========================================== + +* Ensure that variables used to specify flow and losses on HVDC link are +* zero for AC branches and for open HVDC links. + HVDCLINKFLOW.fx(t,br) $ (not HVDClink(t,br)) = 0 ; + HVDCLINKLOSSES.fx(t,br) $ (not HVDClink(t,br)) = 0 ; + +* Apply an upper bound on the weighting parameter based on its definition + LAMBDA.up(branch,bp) = 1 ; + +* Ensure that the weighting factor value is zero for AC branches and for +* invalid loss segments on HVDC links + LAMBDA.fx(HVDClink,bp) + $ ( sum[fd $ validLossSegment(HVDClink,bp,fd),1] = 0 ) = 0 ; + LAMBDA.fx(t,br,bp) $ (not HVDClink(t,br)) = 0 ; + +*======= HVDC TRANSMISSION EQUATIONS END ======================================= + + +*======= AC TRANSMISSION EQUATIONS ============================================= + +* Ensure that variables used to specify flow and losses on AC branches are +* zero for HVDC links branches and for open AC branches + ACBRANCHFLOW.fx(t,br) $ (not ACbranch(t,br)) = 0 ; + ACBRANCHFLOWDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; + ACBRANCHLOSSESDIRECTED.fx(t,br,fd) $ (not ACbranch(t,br)) = 0 ; + +* Ensure directed block flow and loss block variables are zero for +* non-AC branches and invalid loss segments on AC branches + ACBRANCHFLOWBLOCKDIRECTED.fx(t,br,los,fd) + $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; + + ACBRANCHLOSSESBLOCKDIRECTED.fx(t,br,los,fd) + $ { not(ACbranch(t,br) and validLossSegment(t,br,los,fd)) } = 0 ; + + +* Constraint 3.3.1.10 - Ensure that the bus voltage angle for the buses +* corresponding to the reference nodes and the HVDC nodes are set to zero + ACNODEANGLE.fx(t,b) + $ sum[ n $ { NodeBus(t,n,b) and refNode(t,n) }, 1 ] = 0 ; + +*======= AC TRANSMISSION EQUATIONS END ========================================= + + +*======= RISK & RESERVE EQUATIONS ============================================== + +* Ensure that all the invalid reserve blocks are set to zero for offers and purchasers + RESERVEBLOCK.fx(offer(t,o),blk,resC,resT) + $ (not resOfrBlk(offer,blk,resC,resT)) = 0 ; + +* Reserve block maximum for offers and purchasers - Constraint 6.5.3.2. + RESERVEBLOCK.up(resOfrBlk(t,o,blk,resC,resT)) + = ResOfrMW(resOfrBlk) ; + +* Fix the reserve variable for invalid reserve offers. These are offers that +* are either not connected to the grid or have no reserve quantity offered. + RESERVE.fx(t,o,resC,resT) + $ (not sum[ blk $ resOfrBlk(t,o,blk,resC,resT), 1 ] ) = 0 ; + +* NMIR project variables + HVDCSENT.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; + HVDCSENTLOSS.fx(t,isl) $ (HVDCCapacity(t,isl) = 0) = 0 ; + +* (3.4.2.3) - SPD version 11.0 + SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; + +* No forward reserve sharing if HVDC capacity is zero + RESERVESHARESENT.fx(t,isl,resC,rd) + $ { (HVDCCapacity(t,isl) = 0) and (ord(rd) = 1) } = 0 ; + +* No forward reserve sharing if reserve sharing is disabled + RESERVESHARESENT.fx(t,isl,resC,rd) + $ (reserveShareEnabled(t,resC)=0) = 0; + +* No reserve sharing to cover HVDC risk + RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCrisk) = 0; + RESERVESHAREEFFECTIVE.fx(t,isl,resC,HVDCsecRisk) = 0; + +* (3.4.2.16) - SPD version 11 - no RP zone if reserve round power disabled + INZONE.fx(t,isl,resC,z) + $ {(ord(z) = 1) and (not reserveRoundPower(t,resC))} = 0; + +* (3.4.2.17) - SPD version 11 - no no-reserve zone for SIR zone if reserve RP enabled + INZONE.fx(t,isl,resC,z) + $ {(ord(resC)=2) and (ord(z)=2) and reserveRoundPower(t,resC)} = 0; + +* Fixing Lambda integer variable for energy sent + LAMBDAHVDCENERGY.fx(t,isl,bp) $ { (HVDCCapacity(t,isl) = 0) + and (ord(bp) = 1) } = 1 ; + + LAMBDAHVDCENERGY.fx(t,isl,bp) $ (ord(bp) > 7) = 0 ; + +* To be reviewed NMIR + LAMBDAHVDCRESERVE.fx(t,isl,resC,rd,rsbp) + $ { (HVDCCapacity(t,isl) = 0) + and (ord(rsbp) = 7) and (ord(rd) = 1) } = 1 ; + + LAMBDAHVDCRESERVE.fx(t,isl1,resC,rd,rsbp) + $ { (sum[ isl $ (not sameas(isl,isl1)), HVDCCapacity(t,isl) ] = 0) + and (ord(rsbp) < 7) and (ord(rd) = 2) } = 0 ; + +* Contraint 6.5.4.2 - Set Upper Bound for reserve shortfall + RESERVESHORTFALLBLK.up(t,isl,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLBLK.fx(t,isl,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALL.fx(t,isl,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; + + RESERVESHORTFALLUNITBLK.up(t,isl,o,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLUNITBLK.fx(t,isl,o,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALLUNIT.fx(t,isl,o,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; + + RESERVESHORTFALLGROUPBLK.up(t,isl,rg,resC,riskC,blk) + = scarcityResrvIslandLimit(t,isl,resC,blk) $ reserveScarcityEnabled(t); + RESERVESHORTFALLGROUPBLK.fx(t,isl,rg,resC,riskC,blk) + $ (not reserveScarcityEnabled(t)) = 0; + RESERVESHORTFALLGROUP.fx(t,isl,rg,resC,riskC) + $ (not reserveScarcityEnabled(t)) = 0; +; + + +*======= RISK & RESERVE EQUATIONS END ========================================== + + +* Updating the variable bounds before model solve end + + +* 7d. Solve Models +* Solve the LP model --------------------------------------------------------- + if( (Sum[t, VSPDModel(t)] = 0), + + if( UseShareReserve, + option bratio = 1 ; + vSPD_NMIR.Optfile = 1 ; + vSPD_NMIR.optcr = MIPOptimality ; + vSPD_NMIR.reslim = MIPTimeLimit ; + vSPD_NMIR.iterlim = MIPIterationLimit ; + solve vSPD_NMIR using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) + or (vSPD_NMIR.modelstat = 8) ) + and ( vSPD_NMIR.solvestat = 1 ) } ; + else + option bratio = 1 ; + vSPD.reslim = LPTimeLimit ; + vSPD.iterlim = LPIterationLimit ; + solve vSPD using lp maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; + ) + +* Post a progress message to the console and for use by EMI. + if((ModelSolved = 1) and (sequentialSolve = 0), + putclose rep 'The case: %GDXname% ' + 'is 1st solved successfully.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violation Cost : ' + TOTALPENALTYCOST.l:<15:4 / + elseif((ModelSolved = 0) and (sequentialSolve = 0)), + putclose rep 'The case: %GDXname% ' + 'is 1st solved unsuccessfully.'/ + ) ; + + if((ModelSolved = 1) and (sequentialSolve = 1), + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is 1st solved successfully.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + ) ; + elseif((ModelSolved = 0) and (sequentialSolve = 1)), + loop(t, + unsolvedDT(t) = no; + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is 1st solved unsuccessfully.'/ + ) ; + + ) ; +* Solve the LP model end ----------------------------------------------------- + +* Solve the vSPD_BranchFlowMIP ----------------------------------------------- + elseif (Sum[t, VSPDModel(t)] = 1), +* Fix the values of these integer variables that are not needed + ACBRANCHFLOWDIRECTED_INTEGER.fx(branch(t,br),fd) + $ { (not ACbranch(t,br)) or (not LossBranch(branch)) } = 0 ; + +* Fix the integer AC branch flow variable to zero for invalid branches + ACBRANCHFLOWDIRECTED_INTEGER.fx(t,br,fd) + $ (not branch(t,br)) = 0 ; + +* Apply an upper bound on the integer weighting parameter + LAMBDAINTEGER.up(branch(t,br),bp) = 1 ; + +* Ensure that the weighting factor value is zero for AC branches +* and for invalid loss segments on HVDC links + LAMBDAINTEGER.fx(branch(t,br),bp) + $ { ACbranch(branch) + or ( sum[fd $ validLossSegment(branch,bp,fd),1 ] = 0 ) + } = 0 ; + +* Fix the lambda integer variable to zero for invalid branches + LAMBDAINTEGER.fx(t,br,bp) $ (not branch(t,br)) = 0 ; + + option bratio = 1 ; + vSPD_BranchFlowMIP.Optfile = 1 ; + vSPD_BranchFlowMIP.optcr = MIPOptimality ; + vSPD_BranchFlowMIP.reslim = MIPTimeLimit ; + vSPD_BranchFlowMIP.iterlim = MIPIterationLimit ; + solve vSPD_BranchFlowMIP using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { [ ( vSPD_BranchFlowMIP.modelstat = 1) or + (vSPD_BranchFlowMIP.modelstat = 8) + ] + and + [ vSPD_BranchFlowMIP.solvestat = 1 ] + } ; + +* Post a progress message for use by EMI. + if(ModelSolved = 1, + +* TN - Replacing invalid prices after SOS1 - Flag to show the period that required SOS1 solve + SOS1_solve(t) = yes; + + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is 1st solved successfully for branch integer.'/ + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + ) ; + else + loop(t, + unsolvedDT(t) = yes; + VSPDModel(t) = 2; + putclose rep 'The case: %GDXname% (' t.tl ') ' + 'is 1st solved unsuccessfully for branch integer.'/ + ) ; + ) ; +* Solve the vSPD_BranchFlowMIP model end ------------------------------------- + + + +* Solve the LP model and stop ------------------------------------------------ + elseif (Sum[t, VSPDModel(t)] = 2), + + if( UseShareReserve, + option bratio = 1 ; + vSPD_NMIR.Optfile = 1 ; + vSPD_NMIR.optcr = MIPOptimality ; + vSPD_NMIR.reslim = MIPTimeLimit ; + vSPD_NMIR.iterlim = MIPIterationLimit ; + solve vSPD_NMIR using mip maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { ( (vSPD_NMIR.modelstat = 1) + or (vSPD_NMIR.modelstat = 8) ) + and ( vSPD_NMIR.solvestat = 1 ) } ; + else + option bratio = 1 ; + vSPD.reslim = LPTimeLimit ; + vSPD.iterlim = LPIterationLimit ; + solve vSPD using lp maximizing NETBENEFIT ; +* Set the model solve status + ModelSolved = 1 $ { (vSPD.modelstat = 1) and (vSPD.solvestat = 1) }; + ) + +* Post a progress message for use by EMI. + if( ModelSolved = 1, + loop(t, + putclose rep 'The case: %GDXname% (' t.tl ')' + ' integer resolve was unsuccessful.' / + 'Reverting back to linear solve and ' + 'solve successfully. ' / + 'Objective function value: ' + NETBENEFIT.l:<15:4 / + 'Violations cost : ' + TOTALPENALTYCOST.l:<15:4 / + 'Solution may have circulating flows ' + 'and/or non-physical losses.' / + ) ; + else + loop(t, + putclose rep 'The case: %GDXname% (' t.tl + ') integer solve was unsuccessful. ' + 'Reverting back to linear solve. ' + 'Linear solve unsuccessful.' / + ) ; + ) ; + + unsolvedDT(t) = no; + +* Solve the LP model and stop end -------------------------------------------- + + ) ; +* Solve the models end + + + +* 6e. Check if the LP results are valid -------------------------------------- + if((ModelSolved = 1), + useBranchFlowMIP(t) = 0 ; +* Check if there is no branch circular flow and non-physical losses + Loop( t $ (VSPDModel(t)=0) , + +* Check if there are circulating branch flows on loss AC branches + circularBranchFlowExist(ACbranch(t,br)) + $ { LossBranch(ACbranch) and + [ ( sum[ fd, ACBRANCHFLOWDIRECTED.l(ACbranch,fd) ] + - abs(ACBRANCHFLOW.l(ACbranch)) + ) > circularBranchFlowTolerance + ] + } = 1 ; + +* Determine the circular branch flow flag on each HVDC pole + TotalHVDCpoleFlow(t,pole) + = sum[ br $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW.l(t,br) ] ; + + MaxHVDCpoleFlow(t,pole) + = smax[ br $ HVDCpoleBranchMap(pole,br) + , HVDCLINKFLOW.l(t,br) ] ; + + poleCircularBranchFlowExist(t,pole) + $ { ( TotalHVDCpoleFlow(t,pole) + - MaxHVDCpoleFlow(t,pole) + ) > circularBranchFlowTolerance + } = 1 ; + +* Check if there are circulating branch flows on HVDC + NorthHVDC(t) + = sum[ (isl,b,br) $ { (ord(isl) = 2) and + busIsland(t,b,isl) and + HVDClinkSendingBus(t,br,b) and + HVDClink(t,br) + }, HVDCLINKFLOW.l(t,br) + ] ; + + SouthHVDC(t) + = sum[ (isl,b,br) $ { (ord(isl) = 1) and + busIsland(t,b,isl) and + HVDClinkSendingBus(t,br,b) and + HVDClink(t,br) + }, HVDCLINKFLOW.l(t,br) + ] ; + + circularBranchFlowExist(t,br) + $ { HVDClink(t,br) and LossBranch(t,br) and + (NorthHVDC(t) > circularBranchFlowTolerance) and + (SouthHVDC(t) > circularBranchFlowTolerance) + } = 1 ; + +* Check if there are non-physical losses on HVDC links + ManualBranchSegmentMWFlow(LossBranch(HVDClink(t,br)),los,fd) + $ { ( ord(los) <= branchLossBlocks(HVDClink) ) + and validLossSegment(t,br,los,fd) } + = Min[ Max( 0, + [ abs(HVDCLINKFLOW.l(HVDClink)) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ] + ), + ( LossSegmentMW(HVDClink,los,fd) + - [LossSegmentMW(HVDClink,los-1,fd) $ (ord(los) > 1)] + ) + ] ; + + ManualLossCalculation(LossBranch(HVDClink(t,br))) + = sum[ (los,fd) $ validLossSegment(t,br,los,fd) + , LossSegmentFactor(HVDClink,los,fd) + * ManualBranchSegmentMWFlow(HVDClink,los,fd) + ] ; + + NonPhysicalLossExist(LossBranch(HVDClink(t,br))) + $ { abs( HVDCLINKLOSSES.l(HVDClink) + - ManualLossCalculation(HVDClink) + ) > NonPhysicalLossTolerance + } = 1 ; + +* Set UseBranchFlowMIP = 1 if the number of circular branch flow +* and non-physical loss branches exceeds the specified tolerance + useBranchFlowMIP(t) + $ { ( sum[ br $ { ACbranch(t,br) and LossBranch(t,br) } + , resolveCircularBranchFlows + * circularBranchFlowExist(t,br) + ] + + sum[ br $ { HVDClink(t,br) and LossBranch(t,br) } + , resolveCircularBranchFlows + * circularBranchFlowExist(t,br) + + resolveHVDCnonPhysicalLosses + * NonPhysicalLossExist(t,br) + ] + + sum[ pole, resolveCircularBranchFlows + * poleCircularBranchFlowExist(t,pole) + ] + ) > UseBranchFlowMIPTolerance + } = 1 ; + +* Check if there is no branch circular flow and non-physical losses end + ); + +* A period is unsolved if MILP model is required + unsolvedDT(t) = yes $ UseBranchFlowMIP(t) ; + +* Post a progress message for use by EMI. Reverting to the sequential mode for integer resolves. + loop( unsolvedDT(t), + if( UseBranchFlowMIP(t) >= 1, + VSPDModel(t) = 1; + putclose rep 'The case: %GDXname% requires a ' + 'vSPD_BranchFlowMIP resolve for period ' + t.tl '. Switching Vectorisation OFF.'/ + ) ; + + ) ; + + sequentialSolve $ Sum[ unsolvedDT(t), 1 ] = 1 ; + exitLoop = 1 $ Sum[ unsolvedDT(t), 1 ]; + +* Check if the LP results are valid end + ) ; + +* End of the solve vSPD loop + ] ; +* End of the While loop +); + + +* Real Time Pricing - Second RTD load calculation + +* Calculate Island-level MW losses used to calculate the Island-level load +* forecast from the InputIPS and the IslandPSD. +* 2nd solve loop --> SystemLosses as calculated in section 8.1' + LoadCalcLosses(t,isl) + = Sum[ (br,frB,toB) + $ { ACbranch(t,br) and busIsland(t,toB,isl) + and branchBusDefn(t,br,frB,toB) + }, sum[ fd, ACBRANCHLOSSESDIRECTED.l(t,br,fd) ] + + branchFixedLoss(t,br) + ] + + + Sum[ (br,frB,toB) $ { HVDClink(t,br) and + branchBusDefn(t,br,frB,toB) and + ( busIsland(t,toB,isl) or + busIsland(t,frB,isl) + ) + }, 0.5 * branchFixedLoss(t,br) + ] + + Sum[ (br,frB,toB) $ { HVDClink(t,br) and + branchBusDefn(t,br,frB,toB) and + busIsland(t,toB,isl) and + (not (busIsland(t,frB,isl))) + }, HVDCLINKLOSSES.l(t,br) + ] + ; + +* Check if vSPD LoadCalcLosses = SPD LoadCalcLosses +* if not, let's just use SPD LoadCalcLosses + loop ( (t,isl), + if ( ( SPDLoadCalcLosses(t,isl) > 0 ) + and ( abs( SPDLoadCalcLosses(t,isl)-LoadCalcLosses(t,isl) )>0.001 ) , + + putclose rep 'Recalulated losses for ' isl.tl ' are different ' + 'between vSPD (' LoadCalcLosses(t,isl):<7:4 + ') and SPD (' SPDLoadCalcLosses(t,isl):<7:4 + '). We use SPD number instead' / ; + LoadCalcLosses(t,isl) = SPDLoadCalcLosses(t,isl) ; + + ); + ); + + +* Calculate first target total load [4.10.6.5] +* Island-level MW load forecast. For the second loop: +* replace LoadCalcLosses(tp,isl) = islandLosses(tp,isl); + TargetTotalLoad(t,isl) = islandMWIPS(t,isl) + + islandPDS(t,isl) + - LoadCalcLosses(t,isl) ; + +* Flag if estimate load is scalable [4.10.6.7] +* Binary value. If True then ConformingFactor load MW will be scaled in order to +* calculate EstimatedInitialLoad. If False then EstNonScalableLoad will be +* assigned directly to EstimatedInitialLoad + EstLoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) + and (ConformingFactor(t,n) > 0) } ; + +* Calculate estimate non-scalable load 4.10.6.8] +* For a non-conforming Pnode this will be the NonConformingLoad MW input, for a +* conforming Pnode this will be the ConformingFactor MW input if that value is +* negative, otherwise it will be zero + EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 1 ) = NonConformingLoad(t,n); + EstNonScalableLoad(t,n) $ ( LoadIsNCL(t,n) = 0 ) = ConformingFactor(t,n); + EstNonScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = 0; + +* Calculate estimate scalable load [4.10.6.10] +* For a non-conforming Pnode this value will be zero. For a conforming Pnode +* this value will be the ConformingFactor if it is non-negative, otherwise this +* value will be zero' + EstScalableLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) = ConformingFactor(t,n); + + +* Calculate Scaling applied to ConformingFactor load MW [4.10.6.9] +* in order to calculate EstimatedInitialLoad + EstScalingFactor(t,isl) + = (islandMWIPS(t,isl) - LoadCalcLosses(t,isl) + - Sum[ n $ nodeIsland(t,n,isl), EstNonScalableLoad(t,n) ] + ) / Sum[ n $ nodeIsland(t,n,isl), EstScalableLoad(t,n) ] + + ; + +* Calculate estimate initial load [4.10.6.6] +* Calculated estimate of initial MW load, available to be used as an +* alternative to InputInitialLoad + EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 1 ) + = ConformingFactor(t,n) * Sum[ isl $ nodeisland(t,n,isl) + , EstScalingFactor(t,isl)] ; +* TN- There is a bug in this equarion + EstimatedInitialLoad(t,n) $ ( EstLoadIsScalable(t,n) = 0 ) +* = NonConformingLoad(t,n); + = EstNonScalableLoad(t,n); + +* Calculate initial load [4.10.6.2] +* Value that represents the Pnode load MW at the start of the solution +* interval. Depending on the inputs this value will be either actual load, +* an operator applied override or an estimated initial load + InitialLoad(t,n) = InputInitialLoad(t,n); + InitialLoad(t,n) $ { (LoadIsOverride(t,n) = 0) + and ( (useActualLoad(t) = 0) + or (LoadIsBad(t,n) = 1) ) + } = EstimatedInitialLoad(t,n) ; + +* Flag if load is scalable [4.10.6.4] +* Binary value. If True then the Pnode InitialLoad will be scaled in order to +* calculate RequiredLoad, if False then Pnode InitialLoad will be directly +* assigned to RequiredLoad + LoadIsScalable(t,n) = 1 $ { (LoadIsNCL(t,n) = 0) + and (LoadIsOverride(t,n) = 0) + and (InitialLoad(t,n) >= 0) } ; + +* Calculate Island-level scaling factor [4.10.6.3] +* --> applied to InitialLoad in order to calculate RequiredLoad + LoadScalingFactor(t,isl) + = ( TargetTotalLoad(t,isl) + - Sum[ n $ { nodeIsland(t,n,isl) + and (LoadIsScalable(t,n) = 0) }, InitialLoad(t,n) ] + ) / Sum[ n $ { nodeIsland(t,n,isl) + and (LoadIsScalable(t,n) = 1) }, InitialLoad(t,n) ] + ; + +* Calculate RequiredLoad [4.10.6.1] + RequiredLoad(t,n) $ LoadIsScalable(t,n) + = InitialLoad(t,n) * sum[ isl $ nodeisland(t,n,isl) + , LoadScalingFactor(t,isl) ]; + + RequiredLoad(t,n) $ (LoadIsScalable(t,n) = 0) = InitialLoad(t,n); + + RequiredLoad(t,n) = RequiredLoad(t,n) + + [instructedloadshed(t,n) $ instructedshedactive(t,n)] ; + + +* Recalculate energy scarcity limits ------------------------------------------- +ScarcityEnrgLimit(t,n,blk) = 0 ; + +ScarcityEnrgLimit(t,n,blk) $ energyScarcityEnabled(t) + = scarcityEnrgNodeLimit(t,n,blk); + +ScarcityEnrgLimit(t,n,blk) + $ { energyScarcityEnabled(t) + and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) + and (RequiredLoad(t,n) > 0) + } + = scarcityEnrgNodeFactor(t,n,blk) * RequiredLoad(t,n); + +ScarcityEnrgLimit(t,n,blk) + $ { energyScarcityEnabled(t) + and (sum[blk1, ScarcityEnrgLimit(t,n,blk1)] = 0 ) + and (RequiredLoad(t,n) > 0) + } + = scarcityEnrgNationalFactor(t,blk) * RequiredLoad(t,n); +*------------------------------------------------------------------------------- + + + +* Update Free Reserve and SharedNFRmax +* Pre-processing: Shared Net Free Reserve (NFR) calculation - NMIR (4.5.1.2) + sharedNFRLoad(t,isl) + = sum[ nodeIsland(t,n,isl), RequiredLoad(t,n)] + + sum[ (bd,blk) $ bidIsland(t,bd,isl), DemBidMW(t,bd,blk) ] + - sharedNFRLoadOffset(t,isl) ; + + sharedNFRMax(t,isl) = Min{ RMTReserveLimitTo(t,isl,'FIR'), + sharedNFRFactor(t)*sharedNFRLoad(t,isl) } ; + +* Risk parameters + FreeReserve(t,isl,resC,riskC) + = riskParameter(t,isl,resC,riskC,'freeReserve') +* NMIR - Subtract shareNFRMax from current NFR -(5.2.1.4) - SPD version 11 + - sum[ isl1 $ (not sameas(isl,isl1)),sharedNFRMax(t,isl1) + ] $ { (ord(resC)=1) and ( (GenRisk(riskC)) or (ManualRisk(riskC)) ) + and (inputGDXGDate >= jdate(2016,10,20)) } + ; + +* 6.5.2.3 Total shared NFR is capped by shared NFR max + SHAREDNFR.up(t,isl) = Max[0,sharedNFRMax(t,isl)] ; + +*); + + + diff --git a/Output/Test_Run_All/Programs/vSPDtpsToSolve.inc b/vSPDtpsToSolve.inc similarity index 91% rename from Output/Test_Run_All/Programs/vSPDtpsToSolve.inc rename to vSPDtpsToSolve.inc index 92103e0..fdad4af 100644 --- a/Output/Test_Run_All/Programs/vSPDtpsToSolve.inc +++ b/vSPDtpsToSolve.inc @@ -13,5 +13,7 @@ $OFFTEXT *============================================= // ========================================== / +*TP31 +*'02-SEP-2022 15:35' All / \ No newline at end of file From ea122740ce3f2b597fc844f926ae742f7cbb0ef7 Mon Sep 17 00:00:00 2001 From: Tuong Nguyen Date: Tue, 18 Oct 2022 16:56:59 +1300 Subject: [PATCH 2/3] Adding test cases (gdx) and run vspd --- ...21530_21302022080330347_20220802153312.gdx | Bin 0 -> 896763 bytes ...01230_91302022102330479_20221010123314.gdx | Bin 0 -> 919602 bytes ...21535_22012022090335962_20220902153406.gdx | Bin 0 -> 148144 bytes ...21535_21012022090335962_20220902153405.gdx | Bin 0 -> 148098 bytes ...01250_91012022102350483_20221010124902.gdx | Bin 0 -> 149246 bytes .../Run_All_Cases/Programs/cplex.opt | 0 .../Run_All_Cases/Programs/runvSPD.gms | 0 .../Run_All_Cases/Programs/vSPDfileList.inc | 7 + .../Run_All_Cases/Programs/vSPDmodel.gms | 0 .../Run_All_Cases/Programs/vSPDoverrides.gms | 0 .../Run_All_Cases/Programs/vSPDperiod.gms | 0 .../Run_All_Cases/Programs/vSPDreport.gms | 0 .../Programs/vSPDreportSetup.gms | 0 .../Run_All_Cases/Programs/vSPDsettings.inc | 2 +- .../Run_All_Cases/Programs/vSPDsolve.gms | 0 .../Run_All_Cases/Programs/vSPDsolve_RTP.gms | 0 .../Run_All_Cases/Programs/vSPDtpsToSolve.inc | 0 Output/Run_All_Cases/ProgressReport.txt | 114 + .../Run_All_Cases_BidResults_TP.csv | 483 + .../Run_All_Cases_BrConstraintResults_TP.csv | 340 + .../Run_All_Cases_BranchResults_TP.csv | 20691 ++++++++++++++++ .../Run_All_Cases_BusResults_TP.csv | 17638 +++++++++++++ .../Run_All_Cases_IslandResults_TP.csv | 39 + ...un_All_Cases_MNodeConstraintResults_TP.csv | 153 + .../Run_All_Cases_NodeResults_TP.csv | 9998 ++++++++ .../Run_All_Cases_OfferResults_TP.csv | 1878 ++ .../Run_All_Cases_ReserveResults_TP.csv | 39 + .../Run_All_Cases_RiskResults_TP.csv | 69 + .../Run_All_Cases_SummaryResults_TP.csv | 20 + Override/emptyoverride.txt | 0 Clean_up.bat => Programs/Clean_up.bat | 0 .../DWmode}/DWHreportSetup.gms | 0 .../DWmode}/vSPDSolveDWH_3.gms | 0 .../DWmode}/vSPDSolveDWH_4.gms | 0 Programs/cplex.opt | 4 + ...21530_21302022080330347_20220802153312.lst | 4547 ++++ ...01230_91302022102330479_20221010123314.lst | 4543 ++++ ...21535_22012022090335962_20220902153406.lst | 4233 ++++ ...21535_21012022090335962_20220902153405.lst | 4233 ++++ ...01250_91012022102350483_20221010124902.lst | 4077 +++ runvSPD.bat => Programs/runvSPD.bat | 0 Programs/runvSPD.gms | 149 + vSPD.gpr => Programs/vSPD.gpr | 0 Programs/vSPDfileList.inc | 7 + vSPDmodel.g00 => Programs/vSPDmodel.g00 | Bin 339459 -> 339459 bytes Programs/vSPDmodel.gms | 2067 ++ Programs/vSPDoverrides.gms | 425 + Programs/vSPDperiod.gms | 75 + vSPDreport.~gm => Programs/vSPDreport.gms | 2 +- Programs/vSPDreportSetup.gms | 146 + Programs/vSPDsettings.inc | 52 + Programs/vSPDsolve.gms | 2788 +++ Programs/vSPDsolve_RTP.gms | 831 + Programs/vSPDtpsToSolve.inc | 19 + vSPDfileList.inc | 4 - 55 files changed, 79667 insertions(+), 6 deletions(-) create mode 100644 Input/PRSS_202208021530_21302022080330347_20220802153312.gdx create mode 100644 Input/PRSS_202210101230_91302022102330479_20221010123314.gdx create mode 100644 Input/RTDP_202209021535_22012022090335962_20220902153406.gdx create mode 100644 Input/RTD_202209021535_21012022090335962_20220902153405.gdx create mode 100644 Input/RTD_202210101250_91012022102350483_20221010124902.gdx rename cplex.opt => Output/Run_All_Cases/Programs/cplex.opt (100%) rename runvSPD.gms => Output/Run_All_Cases/Programs/runvSPD.gms (100%) create mode 100644 Output/Run_All_Cases/Programs/vSPDfileList.inc rename vSPDmodel.gms => Output/Run_All_Cases/Programs/vSPDmodel.gms (100%) rename vSPDoverrides.gms => Output/Run_All_Cases/Programs/vSPDoverrides.gms (100%) rename vSPDperiod.gms => Output/Run_All_Cases/Programs/vSPDperiod.gms (100%) rename vSPDreport.gms => Output/Run_All_Cases/Programs/vSPDreport.gms (100%) rename vSPDreportSetup.gms => Output/Run_All_Cases/Programs/vSPDreportSetup.gms (100%) rename vSPDsettings.inc => Output/Run_All_Cases/Programs/vSPDsettings.inc (97%) rename vSPDsolve.gms => Output/Run_All_Cases/Programs/vSPDsolve.gms (100%) rename vSPDsolve_RTP.gms => Output/Run_All_Cases/Programs/vSPDsolve_RTP.gms (100%) rename vSPDtpsToSolve.inc => Output/Run_All_Cases/Programs/vSPDtpsToSolve.inc (100%) create mode 100644 Output/Run_All_Cases/ProgressReport.txt create mode 100644 Output/Run_All_Cases/Run_All_Cases_BidResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_BrConstraintResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_BranchResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_BusResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_IslandResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_MNodeConstraintResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_NodeResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_OfferResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_ReserveResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_RiskResults_TP.csv create mode 100644 Output/Run_All_Cases/Run_All_Cases_SummaryResults_TP.csv create mode 100644 Override/emptyoverride.txt rename Clean_up.bat => Programs/Clean_up.bat (100%) rename {DWmode => Programs/DWmode}/DWHreportSetup.gms (100%) rename {DWmode => Programs/DWmode}/vSPDSolveDWH_3.gms (100%) rename {DWmode => Programs/DWmode}/vSPDSolveDWH_4.gms (100%) create mode 100644 Programs/cplex.opt create mode 100644 Programs/lst/PRSS_202208021530_21302022080330347_20220802153312.lst create mode 100644 Programs/lst/PRSS_202210101230_91302022102330479_20221010123314.lst create mode 100644 Programs/lst/RTDP_202209021535_22012022090335962_20220902153406.lst create mode 100644 Programs/lst/RTD_202209021535_21012022090335962_20220902153405.lst create mode 100644 Programs/lst/RTD_202210101250_91012022102350483_20221010124902.lst rename runvSPD.bat => Programs/runvSPD.bat (100%) create mode 100644 Programs/runvSPD.gms rename vSPD.gpr => 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