diff --git a/CHANGELOG.md b/CHANGELOG.md index b192f55b74..802582da9a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -20,6 +20,9 @@ non-representative periods (#781). charge and storage variables (#760 and #763). - Deduplicated docs on optimized scheduled maintenance for thermal resources (#745). - Removed the `CapRes_*` columns from `Network.csv` since they were not being used (#784). +- Modified `transmission.jl`, `investment_transmission.jl`, `load_network_data.jl`, +`write_transmission_flows.jl`, `write_transmision_losses.jl`, and `write_network_expansion.jl` +for implementing asymmetric bidirectional flows. (#789) ### Fixed - Add constraint to ensure that electricity charged from the grid cannot exceed diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/README.md b/example_systems/1_three_zones_asymmetric_bidirectional/README.md new file mode 100644 index 0000000000..e70820684b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/README.md @@ -0,0 +1,32 @@ +# Three Zones + +**Three Zones**, a one-year example with hourly resolution, contains zones representing Massachusetts, Connecticut, and Maine. The ten represented resources include natural gas, solar PV, wind, and lithium-ion battery storage. + +To run the model, first navigate to the example directory: + +- Using a Julia REPL: + +```bash +$ julia +julia> cd("example_systems/1_three_zones/") +``` + +- Using a terminal or command prompt: +```bash +$ cd example_systems/1_three_zones/ +``` + +Next, ensure that your settings in `settings/genx_settings.yml` are correct. The default settings use the solver `HiGHS`, time domain reduced input data (`TimeDomainReduction: 1`) and minimum capacity requirement policy (`MinCapReq: 1`) as specified in the `policies/Minimum_capacity_requirement.csv` file. Other optional policies include a capacity reserve margin, an energy share requirement (such as renewable portfolio standard (RPS) or clean electricity standard (CES) policies), a CO2 emissions cap, and a maximum capacity requirement policy (see the documentation for more details). For this example, a rate-based carbon cap of 50 gCO2 per kWh is specified in the `policies/CO2_cap.csv` input file. + +Once the settings are confirmed, run the model with the `Run.jl` script in the example directory: + +- Using a Julia REPL (recommended) +```julia +julia> include("Run.jl") +``` +- Using a terminal or command prompt: +```bash +$ julia Run.jl +``` + +Once the model has completed, results will write to the `results` directory. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/Run.jl b/example_systems/1_three_zones_asymmetric_bidirectional/Run.jl new file mode 100644 index 0000000000..b44ca23ec1 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/Run.jl @@ -0,0 +1,3 @@ +using GenX + +run_genx_case!(dirname(@__FILE__)) diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/policies/CO2_cap.csv b/example_systems/1_three_zones_asymmetric_bidirectional/policies/CO2_cap.csv new file mode 100644 index 0000000000..fbd59924ee --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/policies/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,0.05,0,0,0.018,0,0 +CT,z2,0,1,0,0,0.05,0,0,0.025,0 +ME,z3,0,0,1,0,0,0.05,0,0,0.025 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/policies/Minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional/policies/Minimum_capacity_requirement.csv new file mode 100644 index 0000000000..bd16edeeb3 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/policies/Minimum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MinCapReqConstraint,ConstraintDescription,Min_MW +1,MA_PV,5000 +2,CT_Wind,10000 +3,All_Batteries,6000 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/resources/Storage.csv b/example_systems/1_three_zones_asymmetric_bidirectional/resources/Storage.csv new file mode 100644 index 0000000000..238c5acd03 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/resources/Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MW,Min_Cap_MWh,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_battery,1,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,MA,0 +CT_battery,2,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,CT,0 +ME_battery,3,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,ME,0 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/resources/Thermal.csv b/example_systems/1_three_zones_asymmetric_bidirectional/resources/Thermal.csv new file mode 100644 index 0000000000..88fac7de0b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/resources/Thermal.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_natural_gas_combined_cycle,1,1,1,0,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,1,0,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,1,0,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/resources/Vre.csv b/example_systems/1_three_zones_asymmetric_bidirectional/resources/Vre.csv new file mode 100644 index 0000000000..0183631d73 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/resources/Vre.csv @@ -0,0 +1,5 @@ +Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_solar_pv,1,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,MA,1 +CT_onshore_wind,2,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,CT,1 +CT_solar_pv,2,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,CT,1 +ME_onshore_wind,3,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/resources/policy_assignments/Resource_minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional/resources/policy_assignments/Resource_minimum_capacity_requirement.csv new file mode 100644 index 0000000000..74f1ece070 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/resources/policy_assignments/Resource_minimum_capacity_requirement.csv @@ -0,0 +1,6 @@ +Resource,Min_Cap_1,Min_Cap_2,Min_Cap_3 +MA_solar_pv,1,0,0 +CT_onshore_wind,0,1,0 +MA_battery,0,0,1 +CT_battery,0,0,1 +ME_battery,0,0,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/settings/clp_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional/settings/clp_settings.yml new file mode 100644 index 0000000000..9018c10743 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/settings/clp_settings.yml @@ -0,0 +1,14 @@ +# Clp Solver parameters https://github.com/jump-dev/Clp.jl +# Common solver settings +Feasib_Tol: 1e-5 # Primal/Dual feasibility tolerance +TimeLimit: -1.0 # Terminate after this many seconds have passed. A negative value means no time limit +Pre_Solve: 0 # Set to 1 to disable presolve +Method: 5 # Solution method: dual simplex (0), primal simplex (1), sprint (2), barrier with crossover (3), barrier without crossover (4), automatic (5) + +#Clp-specific solver settings +DualObjectiveLimit: 1e308 # When using dual simplex (where the objective is monotonically changing), terminate when the objective exceeds this limit +MaximumIterations: 2147483647 # Terminate after performing this number of simplex iterations +LogLevel: 1 # Set to 1, 2, 3, or 4 for increasing output. Set to 0 to disable output +InfeasibleReturn: 0 # Set to 1 to return as soon as the problem is found to be infeasible (by default, an infeasibility proof is computed as well) +Scaling: 3 # 0 -off, 1 equilibrium, 2 geometric, 3 auto, 4 dynamic(later) +Perturbation: 100 # switch on perturbation (50), automatic (100), don't try perturbing (102) \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/settings/cplex_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional/settings/cplex_settings.yml new file mode 100644 index 0000000000..8d37873eef --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/settings/cplex_settings.yml @@ -0,0 +1,10 @@ +# CPLEX Solver Parameters +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +Pre_Solve: 1 # Controls presolve level. +TimeLimit: 110000 # Limits total time solver. +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +Method: 2 # Algorithm used to solve continuous models (including MIP root relaxation). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +SolutionType: 2 # Solution type for LP or QP. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/settings/genx_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional/settings/genx_settings.yml new file mode 100644 index 0000000000..9b292c3abc --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/settings/genx_settings.yml @@ -0,0 +1,14 @@ +NetworkExpansion: 1 # Transmission network expansionl; 0 = not active; 1 = active systemwide +Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic +EnergyShareRequirement: 0 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide +CapacityReserveMargin: 0 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide +CO2Cap: 2 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint +StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost) +MinCapReq: 1 # Activate minimum technology carveout constraints; 0 = not active; 1 = active +MaxCapReq: 0 # Activate maximum technology carveout constraints; 0 = not active; 1 = active +ParameterScale: 1 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide +WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active +UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering +TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) +OutputFullTimeSeries: 1 +asymmetrical_trans_flow_limit: 1 # Switch to indicate if asymmetrical bidirectional lines are included in the system or not \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/settings/gurobi_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional/settings/gurobi_settings.yml new file mode 100644 index 0000000000..fd4d9b8a83 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/settings/gurobi_settings.yml @@ -0,0 +1,15 @@ +# Gurobi Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +TimeLimit: 110000 # Limits total time solver. +Pre_Solve: 1 # Controls presolve level. +Method: 4 # Algorithm used to solve continuous models (including MIP root relaxation). + +#Gurobi-specific solver settings +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +Crossover: -1 # Barrier crossver strategy. +PreDual: 0 # Decides whether presolve should pass the primal or dual linear programming problem to the LP optimization algorithm. +AggFill: 10 # Allowed fill during presolve aggregation. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/settings/highs_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional/settings/highs_settings.yml new file mode 100644 index 0000000000..e4f1ad0245 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/settings/highs_settings.yml @@ -0,0 +1,11 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: choose # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm #HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] + +# run the crossover routine for ipx +# [type: string, advanced: "on", range: {"off", "on"}, default: "off"] +run_crossover: "on" diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/settings/time_domain_reduction_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional/settings/time_domain_reduction_settings.yml new file mode 100644 index 0000000000..537b80d797 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/settings/time_domain_reduction_settings.yml @@ -0,0 +1,151 @@ +##### +# +# TIME DOMAIN REDUCTION SETTINGS +# +# Set parameters here that organize how your full timeseries +# data will be divided into representative period clusters. +# Ensure that time_domain_reduction is set to 1 in GenX_settings.yml +# before running. Run within GenX or use PreCluster.jl to test and +# examine representative period output before proceeding. +# Specify your data input directory as inpath within Run_test.jl +# or PreCluster.jl. +# +##### + + # - TimestepsPerRepPeriod + # Typically 168 timesteps (e.g., hours) per period, this designates + # the length of each representative period. +TimestepsPerRepPeriod: 168 + + # - ClusterMethod + # Either 'kmeans' or 'kmedoids', this designates the method used to cluster + # periods and determine each point's representative period. +ClusterMethod: 'kmeans' + + # - ScalingMethod + # Either 'N' or 'S', this designates directs the module to normalize ([0,1]) + # or standardize (mean 0, variance 1) the input data. +ScalingMethod: "S" + + # - MaxPeriods + # The maximum number of periods - both clustered periods and extreme periods - + # that may be used to represent the input data. If IterativelyAddPeriods is on and the + # error threshold is never met, this will be the total number of periods. +MaxPeriods: 11 + + # - MinPeriods + # The minimum number of periods used to represent the input data. If using + # UseExtremePeriods, this must be at least the number of extreme periods requests. If + # IterativelyAddPeriods if off, this will be the total number of periods. +MinPeriods: 8 + + # - IterativelyAddPeriods + # Either 'yes' or 'no', this designates whether or not to add periods + # until the error threshold between input data and represented data is met or the maximum + # number of periods is reached. +IterativelyAddPeriods: 1 + + # - IterateMethod + # Either 'cluster' or 'extreme', this designates whether to add clusters to + # the kmeans/kmedoids method or to set aside the worst-fitting periods as a new extreme periods. + # The default option is 'cluster'. +IterateMethod: "cluster" + + # - Threshold + # Iterative period addition will end if the period farthest (Euclidean Distance) + # from its representative period is within this percentage of the total possible error (for normalization) + # or ~95% of the total possible error (for standardization). E.g., for a threshold of 0.01, + # every period must be within 1% of the spread of possible error before the clustering + # iterations will terminate (or until the max number of periods is reached). +Threshold: 0.05 + + # - nReps + # The number of times to repeat each kmeans/kmedoids clustering at the same setting. +nReps: 100 + + # - DemandWeight + # Default 1, this is an optional multiplier on demand columns in order to prioritize + # better fits for demand profiles over resource capacity factor profiles. +DemandWeight: 1 + + # - WeightTotal + # Default 8760, the sum to which the relative weights of representative periods will be scaled. +WeightTotal: 8760 + + # - ClusterFuelPrices + # Either 1 (yes) or 0 (no), this indicates whether or not to use the fuel price + # time series in Fuels_data.csv in the clustering process. If 0, this function will still write + # Fuels_data_clustered.csv with reshaped fuel prices based on the number and size of the + # representative weeks, assuming a constant time series of fuel prices with length equal to the + # number of timesteps in the raw input data. +ClusterFuelPrices: 1 + + # - UseExtremePeriods + # Either 'yes' or 'no', this designates whether or not to include + # outliers (by performance or demand/resource extreme) as their own representative periods. + # This setting automatically includes the periods with maximum demand, minimum solar cf and + # minimum wind cf as extreme periods. +UseExtremePeriods: 1 + + # - MultiStageConcatenate + # (Only considered if MultiStage = 1 in genx_settings.yml) + # If 1, this designates that the model should time domain reduce the input data + # of all model stages together. Else if 0, the model will time domain reduce each + # stage separately +MultiStageConcatenate: 0 + +# STILL IN DEVELOPMENT - Currently just uses integral max demand, integral min PV and wind. +# - ExtremePeriods +# Use this to define which periods to be included among the final representative periods +# as "Extreme Periods". +# Select by profile type: demand ("Demand"), solar PV capacity factors ("PV"), and wind capacity factors ("Wind"). +# Select whether to examine these profiles by zone ("Zone") or across the whole system ("System"). +# Select whether to look for absolute max/min at the timestep level ("Absolute") +# or max/min sum across the period ("Integral"). +# Select whether you want the maximum ("Max") or minimum ("Min") (of the prior type) for each profile type. +ExtremePeriods: + Demand: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 1 + Min: 0 + Integral: + Max: 0 + Min: 0 + PV: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + Wind: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/system/Demand_data.csv b/example_systems/1_three_zones_asymmetric_bidirectional/system/Demand_data.csv new file mode 100644 index 0000000000..8aa3bd4e4c --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/system/Demand_data.csv @@ -0,0 +1,8761 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +50000,1,1,1,2000,1,8760,8760,1,7850,2242,1070 +,2,0.9,0.04,1800,,,,2,7424,2120,1012 +,3,0.55,0.024,1100,,,,3,7107,2029,969 +,4,0.2,0.003,400,,,,4,6947,1984,947 +,,,,,,,,5,6922,1977,944 +,,,,,,,,6,7045,2012,960 +,,,,,,,,7,7307,2087,996 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+8751,1,0.3834,1,0.29992196,0.3739,1,0.82728827,1,1,1 +8752,1,0.2594,1,0.255118966,0.2229,1,0.724734783,1,1,1 +8753,1,0.078,1,0.505675673,0.0795,1,0.785910606,1,1,1 +8754,1,0,1,0.899923265,0,1,0.833322525,1,1,1 +8755,1,0,1,0.988318086,0,1,0.7449314,1,1,1 +8756,1,0,1,0.305529714,0,1,0.566415668,1,1,1 +8757,1,0,1,0.445487559,0,1,0.595831871,1,1,1 +8758,1,0,1,0.304045409,0,1,0.735717297,1,1,1 +8759,1,0,1,0.617810786,0,1,0.773955822,1,1,1 +8760,1,0,1,0.652051687,0,1,0.908408403,1,1,1 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional/system/Network.csv b/example_systems/1_three_zones_asymmetric_bidirectional/system/Network.csv new file mode 100644 index 0000000000..cfd366f7a4 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional/system/Network.csv @@ -0,0 +1,6 @@ +,Network_zones,Network_Lines,Start_Zone,End_Zone,Asymmetrical,Line_Max_Flow_MW,Line_Max_Flow_MW_Neg,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Loss_Percentage_Neg,Line_Max_Reinforcement_MW,Line_Max_Reinforcement_MW_Neg,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1 +MA,z1,1,1,2,0,2950,2950,MA_to_CT,123.0584,0.012305837,0.012305837,2950,2950,12060,0.95,0,0 +CT,z2,2,1,3,0,2000,2000,MA_to_ME,196.5385,0.019653847,0.019653847,2000,2000,19261,0.95,0,0 +ME,z3,4,1,2,1,2000,4000,MA_to_CT,123.0584,0.012305837,0.12305837,1206,2412,12075,0.95,0,0 +,,5,1,3,1,1000,800,MA_to_ME,196.5385,0.019653847,0.19653847,1926,963,19200,0.95,0,0 +,,6,2,3,1,500,1200,CT_to_ME,196.5385,0.019653847,0.19653847,1206,603,12000,0.95,0,0 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/README.md b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/README.md new file mode 100644 index 0000000000..e70820684b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/README.md @@ -0,0 +1,32 @@ +# Three Zones + +**Three Zones**, a one-year example with hourly resolution, contains zones representing Massachusetts, Connecticut, and Maine. The ten represented resources include natural gas, solar PV, wind, and lithium-ion battery storage. + +To run the model, first navigate to the example directory: + +- Using a Julia REPL: + +```bash +$ julia +julia> cd("example_systems/1_three_zones/") +``` + +- Using a terminal or command prompt: +```bash +$ cd example_systems/1_three_zones/ +``` + +Next, ensure that your settings in `settings/genx_settings.yml` are correct. The default settings use the solver `HiGHS`, time domain reduced input data (`TimeDomainReduction: 1`) and minimum capacity requirement policy (`MinCapReq: 1`) as specified in the `policies/Minimum_capacity_requirement.csv` file. Other optional policies include a capacity reserve margin, an energy share requirement (such as renewable portfolio standard (RPS) or clean electricity standard (CES) policies), a CO2 emissions cap, and a maximum capacity requirement policy (see the documentation for more details). For this example, a rate-based carbon cap of 50 gCO2 per kWh is specified in the `policies/CO2_cap.csv` input file. + +Once the settings are confirmed, run the model with the `Run.jl` script in the example directory: + +- Using a Julia REPL (recommended) +```julia +julia> include("Run.jl") +``` +- Using a terminal or command prompt: +```bash +$ julia Run.jl +``` + +Once the model has completed, results will write to the `results` directory. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/Run.jl b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/Run.jl new file mode 100644 index 0000000000..b44ca23ec1 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/Run.jl @@ -0,0 +1,3 @@ +using GenX + +run_genx_case!(dirname(@__FILE__)) diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/policies/CO2_cap.csv b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/policies/CO2_cap.csv new file mode 100644 index 0000000000..fbd59924ee --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/policies/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,0.05,0,0,0.018,0,0 +CT,z2,0,1,0,0,0.05,0,0,0.025,0 +ME,z3,0,0,1,0,0,0.05,0,0,0.025 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/policies/Minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/policies/Minimum_capacity_requirement.csv new file mode 100644 index 0000000000..bd16edeeb3 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/policies/Minimum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MinCapReqConstraint,ConstraintDescription,Min_MW +1,MA_PV,5000 +2,CT_Wind,10000 +3,All_Batteries,6000 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/Storage.csv b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/Storage.csv new file mode 100644 index 0000000000..238c5acd03 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MW,Min_Cap_MWh,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_battery,1,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,MA,0 +CT_battery,2,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,CT,0 +ME_battery,3,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,ME,0 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/Thermal.csv b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/Thermal.csv new file mode 100644 index 0000000000..88fac7de0b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/Thermal.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_natural_gas_combined_cycle,1,1,1,0,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,1,0,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,1,0,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/Vre.csv b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/Vre.csv new file mode 100644 index 0000000000..0183631d73 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/Vre.csv @@ -0,0 +1,5 @@ +Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_solar_pv,1,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,MA,1 +CT_onshore_wind,2,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,CT,1 +CT_solar_pv,2,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,CT,1 +ME_onshore_wind,3,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/policy_assignments/Resource_minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/policy_assignments/Resource_minimum_capacity_requirement.csv new file mode 100644 index 0000000000..74f1ece070 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/resources/policy_assignments/Resource_minimum_capacity_requirement.csv @@ -0,0 +1,6 @@ +Resource,Min_Cap_1,Min_Cap_2,Min_Cap_3 +MA_solar_pv,1,0,0 +CT_onshore_wind,0,1,0 +MA_battery,0,0,1 +CT_battery,0,0,1 +ME_battery,0,0,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/clp_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/clp_settings.yml new file mode 100644 index 0000000000..9018c10743 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/clp_settings.yml @@ -0,0 +1,14 @@ +# Clp Solver parameters https://github.com/jump-dev/Clp.jl +# Common solver settings +Feasib_Tol: 1e-5 # Primal/Dual feasibility tolerance +TimeLimit: -1.0 # Terminate after this many seconds have passed. A negative value means no time limit +Pre_Solve: 0 # Set to 1 to disable presolve +Method: 5 # Solution method: dual simplex (0), primal simplex (1), sprint (2), barrier with crossover (3), barrier without crossover (4), automatic (5) + +#Clp-specific solver settings +DualObjectiveLimit: 1e308 # When using dual simplex (where the objective is monotonically changing), terminate when the objective exceeds this limit +MaximumIterations: 2147483647 # Terminate after performing this number of simplex iterations +LogLevel: 1 # Set to 1, 2, 3, or 4 for increasing output. Set to 0 to disable output +InfeasibleReturn: 0 # Set to 1 to return as soon as the problem is found to be infeasible (by default, an infeasibility proof is computed as well) +Scaling: 3 # 0 -off, 1 equilibrium, 2 geometric, 3 auto, 4 dynamic(later) +Perturbation: 100 # switch on perturbation (50), automatic (100), don't try perturbing (102) \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/cplex_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/cplex_settings.yml new file mode 100644 index 0000000000..8d37873eef --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/cplex_settings.yml @@ -0,0 +1,10 @@ +# CPLEX Solver Parameters +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +Pre_Solve: 1 # Controls presolve level. +TimeLimit: 110000 # Limits total time solver. +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +Method: 2 # Algorithm used to solve continuous models (including MIP root relaxation). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +SolutionType: 2 # Solution type for LP or QP. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/genx_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/genx_settings.yml new file mode 100644 index 0000000000..5f7e4ba325 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/genx_settings.yml @@ -0,0 +1,14 @@ +NetworkExpansion: 1 # Transmission network expansionl; 0 = not active; 1 = active systemwide +Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic +EnergyShareRequirement: 0 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide +CapacityReserveMargin: 0 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide +CO2Cap: 2 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint +StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost) +MinCapReq: 1 # Activate minimum technology carveout constraints; 0 = not active; 1 = active +MaxCapReq: 0 # Activate maximum technology carveout constraints; 0 = not active; 1 = active +ParameterScale: 1 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide +WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active +UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering +TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) +OutputFullTimeSeries: 1 +asymmetrical_trans_flow_limit: 0 # Switch to indicate if asymmetrical bidirectional lines are included in the system or not \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/gurobi_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/gurobi_settings.yml new file mode 100644 index 0000000000..fd4d9b8a83 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/gurobi_settings.yml @@ -0,0 +1,15 @@ +# Gurobi Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +TimeLimit: 110000 # Limits total time solver. +Pre_Solve: 1 # Controls presolve level. +Method: 4 # Algorithm used to solve continuous models (including MIP root relaxation). + +#Gurobi-specific solver settings +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +Crossover: -1 # Barrier crossver strategy. +PreDual: 0 # Decides whether presolve should pass the primal or dual linear programming problem to the LP optimization algorithm. +AggFill: 10 # Allowed fill during presolve aggregation. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/highs_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/highs_settings.yml new file mode 100644 index 0000000000..e4f1ad0245 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/highs_settings.yml @@ -0,0 +1,11 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: choose # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm #HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] + +# run the crossover routine for ipx +# [type: string, advanced: "on", range: {"off", "on"}, default: "off"] +run_crossover: "on" diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/time_domain_reduction_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/time_domain_reduction_settings.yml new file mode 100644 index 0000000000..537b80d797 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/settings/time_domain_reduction_settings.yml @@ -0,0 +1,151 @@ +##### +# +# TIME DOMAIN REDUCTION SETTINGS +# +# Set parameters here that organize how your full timeseries +# data will be divided into representative period clusters. +# Ensure that time_domain_reduction is set to 1 in GenX_settings.yml +# before running. Run within GenX or use PreCluster.jl to test and +# examine representative period output before proceeding. +# Specify your data input directory as inpath within Run_test.jl +# or PreCluster.jl. +# +##### + + # - TimestepsPerRepPeriod + # Typically 168 timesteps (e.g., hours) per period, this designates + # the length of each representative period. +TimestepsPerRepPeriod: 168 + + # - ClusterMethod + # Either 'kmeans' or 'kmedoids', this designates the method used to cluster + # periods and determine each point's representative period. +ClusterMethod: 'kmeans' + + # - ScalingMethod + # Either 'N' or 'S', this designates directs the module to normalize ([0,1]) + # or standardize (mean 0, variance 1) the input data. +ScalingMethod: "S" + + # - MaxPeriods + # The maximum number of periods - both clustered periods and extreme periods - + # that may be used to represent the input data. If IterativelyAddPeriods is on and the + # error threshold is never met, this will be the total number of periods. +MaxPeriods: 11 + + # - MinPeriods + # The minimum number of periods used to represent the input data. If using + # UseExtremePeriods, this must be at least the number of extreme periods requests. If + # IterativelyAddPeriods if off, this will be the total number of periods. +MinPeriods: 8 + + # - IterativelyAddPeriods + # Either 'yes' or 'no', this designates whether or not to add periods + # until the error threshold between input data and represented data is met or the maximum + # number of periods is reached. +IterativelyAddPeriods: 1 + + # - IterateMethod + # Either 'cluster' or 'extreme', this designates whether to add clusters to + # the kmeans/kmedoids method or to set aside the worst-fitting periods as a new extreme periods. + # The default option is 'cluster'. +IterateMethod: "cluster" + + # - Threshold + # Iterative period addition will end if the period farthest (Euclidean Distance) + # from its representative period is within this percentage of the total possible error (for normalization) + # or ~95% of the total possible error (for standardization). E.g., for a threshold of 0.01, + # every period must be within 1% of the spread of possible error before the clustering + # iterations will terminate (or until the max number of periods is reached). +Threshold: 0.05 + + # - nReps + # The number of times to repeat each kmeans/kmedoids clustering at the same setting. +nReps: 100 + + # - DemandWeight + # Default 1, this is an optional multiplier on demand columns in order to prioritize + # better fits for demand profiles over resource capacity factor profiles. +DemandWeight: 1 + + # - WeightTotal + # Default 8760, the sum to which the relative weights of representative periods will be scaled. +WeightTotal: 8760 + + # - ClusterFuelPrices + # Either 1 (yes) or 0 (no), this indicates whether or not to use the fuel price + # time series in Fuels_data.csv in the clustering process. If 0, this function will still write + # Fuels_data_clustered.csv with reshaped fuel prices based on the number and size of the + # representative weeks, assuming a constant time series of fuel prices with length equal to the + # number of timesteps in the raw input data. +ClusterFuelPrices: 1 + + # - UseExtremePeriods + # Either 'yes' or 'no', this designates whether or not to include + # outliers (by performance or demand/resource extreme) as their own representative periods. + # This setting automatically includes the periods with maximum demand, minimum solar cf and + # minimum wind cf as extreme periods. +UseExtremePeriods: 1 + + # - MultiStageConcatenate + # (Only considered if MultiStage = 1 in genx_settings.yml) + # If 1, this designates that the model should time domain reduce the input data + # of all model stages together. Else if 0, the model will time domain reduce each + # stage separately +MultiStageConcatenate: 0 + +# STILL IN DEVELOPMENT - Currently just uses integral max demand, integral min PV and wind. +# - ExtremePeriods +# Use this to define which periods to be included among the final representative periods +# as "Extreme Periods". +# Select by profile type: demand ("Demand"), solar PV capacity factors ("PV"), and wind capacity factors ("Wind"). +# Select whether to examine these profiles by zone ("Zone") or across the whole system ("System"). +# Select whether to look for absolute max/min at the timestep level ("Absolute") +# or max/min sum across the period ("Integral"). +# Select whether you want the maximum ("Max") or minimum ("Min") (of the prior type) for each profile type. +ExtremePeriods: + Demand: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 1 + Min: 0 + Integral: + Max: 0 + Min: 0 + PV: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + Wind: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/system/Demand_data.csv b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/system/Demand_data.csv new file mode 100644 index 0000000000..8aa3bd4e4c --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/system/Demand_data.csv @@ -0,0 +1,8761 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +50000,1,1,1,2000,1,8760,8760,1,7850,2242,1070 +,2,0.9,0.04,1800,,,,2,7424,2120,1012 +,3,0.55,0.024,1100,,,,3,7107,2029,969 +,4,0.2,0.003,400,,,,4,6947,1984,947 +,,,,,,,,5,6922,1977,944 +,,,,,,,,6,7045,2012,960 +,,,,,,,,7,7307,2087,996 +,,,,,,,,8,7544,2154,1029 +,,,,,,,,9,7946,2269,1083 +,,,,,,,,10,8340,2382,1137 +,,,,,,,,11,8578,2449,1169 +,,,,,,,,12,8666,2474,1181 +,,,,,,,,13,8707,2487,1187 +,,,,,,,,14,8630,2464,1176 +,,,,,,,,15,8544,2440,1165 +,,,,,,,,16,8594,2454,1171 +,,,,,,,,17,9431,2693,1286 +,,,,,,,,18,10225,2920,1394 +,,,,,,,,19,10165,2903,1386 +,,,,,,,,20,9854,2815,1343 +,,,,,,,,21,9490,2710,1294 +,,,,,,,,22,8982,2565,1225 +,,,,,,,,23,8353,2385,1139 +,,,,,,,,24,7648,2184,1042 +,,,,,,,,25,7051,2013,961 +,,,,,,,,26,6689,1910,912 +,,,,,,,,27,6515,1861,888 +,,,,,,,,28,6476,1849,883 +,,,,,,,,29,6618,1890,902 +,,,,,,,,30,6980,1993,951 +,,,,,,,,31,7523,2148,1025 +,,,,,,,,32,7968,2275,1086 +,,,,,,,,33,8513,2431,1161 +,,,,,,,,34,9072,2591,1236 +,,,,,,,,35,9482,2708,1292 +,,,,,,,,36,9650,2755,1316 +,,,,,,,,37,9635,2751,1313 +,,,,,,,,38,9572,2734,1305 +,,,,,,,,39,9542,2725,1301 +,,,,,,,,40,9687,2766,1321 +,,,,,,,,41,10596,3026,1444 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+8751,1,0.3834,1,0.29992196,0.3739,1,0.82728827,1,1,1 +8752,1,0.2594,1,0.255118966,0.2229,1,0.724734783,1,1,1 +8753,1,0.078,1,0.505675673,0.0795,1,0.785910606,1,1,1 +8754,1,0,1,0.899923265,0,1,0.833322525,1,1,1 +8755,1,0,1,0.988318086,0,1,0.7449314,1,1,1 +8756,1,0,1,0.305529714,0,1,0.566415668,1,1,1 +8757,1,0,1,0.445487559,0,1,0.595831871,1,1,1 +8758,1,0,1,0.304045409,0,1,0.735717297,1,1,1 +8759,1,0,1,0.617810786,0,1,0.773955822,1,1,1 +8760,1,0,1,0.652051687,0,1,0.908408403,1,1,1 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/system/Network.csv b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/system/Network.csv new file mode 100644 index 0000000000..139ab8c67a --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_Actual_Symmetric/system/Network.csv @@ -0,0 +1,6 @@ +,Network_zones,Network_Lines,Start_Zone,End_Zone,Line_Max_Flow_MW,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Max_Reinforcement_MW,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1 +MA,z1,1,1,2,2950,MA_to_CT,123.0584,0.0123,2950,12060,0.95,0,0 +CT,z2,2,1,3,2000,MA_to_ME,196.5385,0.01965,2000,19261,0.95,0,0 +ME,z3,3,1,2,4000,MA_to_CT,123.0584,0.012305837,0,12075,0.95,0,0 +,,4,1,3,800,MA_to_ME,196.5385,0.0196538,0,19200,0.95,0,0 +,,5,2,3,1200,CT_to_ME,196.5385,0.019653847,0,12000,0.95,0,0 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/README.md b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/README.md new file mode 100644 index 0000000000..e70820684b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/README.md @@ -0,0 +1,32 @@ +# Three Zones + +**Three Zones**, a one-year example with hourly resolution, contains zones representing Massachusetts, Connecticut, and Maine. The ten represented resources include natural gas, solar PV, wind, and lithium-ion battery storage. + +To run the model, first navigate to the example directory: + +- Using a Julia REPL: + +```bash +$ julia +julia> cd("example_systems/1_three_zones/") +``` + +- Using a terminal or command prompt: +```bash +$ cd example_systems/1_three_zones/ +``` + +Next, ensure that your settings in `settings/genx_settings.yml` are correct. The default settings use the solver `HiGHS`, time domain reduced input data (`TimeDomainReduction: 1`) and minimum capacity requirement policy (`MinCapReq: 1`) as specified in the `policies/Minimum_capacity_requirement.csv` file. Other optional policies include a capacity reserve margin, an energy share requirement (such as renewable portfolio standard (RPS) or clean electricity standard (CES) policies), a CO2 emissions cap, and a maximum capacity requirement policy (see the documentation for more details). For this example, a rate-based carbon cap of 50 gCO2 per kWh is specified in the `policies/CO2_cap.csv` input file. + +Once the settings are confirmed, run the model with the `Run.jl` script in the example directory: + +- Using a Julia REPL (recommended) +```julia +julia> include("Run.jl") +``` +- Using a terminal or command prompt: +```bash +$ julia Run.jl +``` + +Once the model has completed, results will write to the `results` directory. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/Run.jl b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/Run.jl new file mode 100644 index 0000000000..b44ca23ec1 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/Run.jl @@ -0,0 +1,3 @@ +using GenX + +run_genx_case!(dirname(@__FILE__)) diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/policies/CO2_cap.csv b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/policies/CO2_cap.csv new file mode 100644 index 0000000000..fbd59924ee --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/policies/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,0.05,0,0,0.018,0,0 +CT,z2,0,1,0,0,0.05,0,0,0.025,0 +ME,z3,0,0,1,0,0,0.05,0,0,0.025 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/policies/Minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/policies/Minimum_capacity_requirement.csv new file mode 100644 index 0000000000..bd16edeeb3 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/policies/Minimum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MinCapReqConstraint,ConstraintDescription,Min_MW +1,MA_PV,5000 +2,CT_Wind,10000 +3,All_Batteries,6000 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/Storage.csv b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/Storage.csv new file mode 100644 index 0000000000..238c5acd03 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MW,Min_Cap_MWh,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_battery,1,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,MA,0 +CT_battery,2,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,CT,0 +ME_battery,3,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,ME,0 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/Thermal.csv b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/Thermal.csv new file mode 100644 index 0000000000..88fac7de0b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/Thermal.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_natural_gas_combined_cycle,1,1,1,0,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,1,0,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,1,0,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/Vre.csv b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/Vre.csv new file mode 100644 index 0000000000..0183631d73 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/Vre.csv @@ -0,0 +1,5 @@ +Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_solar_pv,1,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,MA,1 +CT_onshore_wind,2,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,CT,1 +CT_solar_pv,2,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,CT,1 +ME_onshore_wind,3,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/policy_assignments/Resource_minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/policy_assignments/Resource_minimum_capacity_requirement.csv new file mode 100644 index 0000000000..74f1ece070 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/resources/policy_assignments/Resource_minimum_capacity_requirement.csv @@ -0,0 +1,6 @@ +Resource,Min_Cap_1,Min_Cap_2,Min_Cap_3 +MA_solar_pv,1,0,0 +CT_onshore_wind,0,1,0 +MA_battery,0,0,1 +CT_battery,0,0,1 +ME_battery,0,0,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/clp_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/clp_settings.yml new file mode 100644 index 0000000000..9018c10743 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/clp_settings.yml @@ -0,0 +1,14 @@ +# Clp Solver parameters https://github.com/jump-dev/Clp.jl +# Common solver settings +Feasib_Tol: 1e-5 # Primal/Dual feasibility tolerance +TimeLimit: -1.0 # Terminate after this many seconds have passed. A negative value means no time limit +Pre_Solve: 0 # Set to 1 to disable presolve +Method: 5 # Solution method: dual simplex (0), primal simplex (1), sprint (2), barrier with crossover (3), barrier without crossover (4), automatic (5) + +#Clp-specific solver settings +DualObjectiveLimit: 1e308 # When using dual simplex (where the objective is monotonically changing), terminate when the objective exceeds this limit +MaximumIterations: 2147483647 # Terminate after performing this number of simplex iterations +LogLevel: 1 # Set to 1, 2, 3, or 4 for increasing output. Set to 0 to disable output +InfeasibleReturn: 0 # Set to 1 to return as soon as the problem is found to be infeasible (by default, an infeasibility proof is computed as well) +Scaling: 3 # 0 -off, 1 equilibrium, 2 geometric, 3 auto, 4 dynamic(later) +Perturbation: 100 # switch on perturbation (50), automatic (100), don't try perturbing (102) \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/cplex_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/cplex_settings.yml new file mode 100644 index 0000000000..8d37873eef --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/cplex_settings.yml @@ -0,0 +1,10 @@ +# CPLEX Solver Parameters +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +Pre_Solve: 1 # Controls presolve level. +TimeLimit: 110000 # Limits total time solver. +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +Method: 2 # Algorithm used to solve continuous models (including MIP root relaxation). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +SolutionType: 2 # Solution type for LP or QP. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/genx_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/genx_settings.yml new file mode 100644 index 0000000000..9b292c3abc --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/genx_settings.yml @@ -0,0 +1,14 @@ +NetworkExpansion: 1 # Transmission network expansionl; 0 = not active; 1 = active systemwide +Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic +EnergyShareRequirement: 0 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide +CapacityReserveMargin: 0 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide +CO2Cap: 2 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint +StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost) +MinCapReq: 1 # Activate minimum technology carveout constraints; 0 = not active; 1 = active +MaxCapReq: 0 # Activate maximum technology carveout constraints; 0 = not active; 1 = active +ParameterScale: 1 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide +WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active +UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering +TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) +OutputFullTimeSeries: 1 +asymmetrical_trans_flow_limit: 1 # Switch to indicate if asymmetrical bidirectional lines are included in the system or not \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/gurobi_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/gurobi_settings.yml new file mode 100644 index 0000000000..fd4d9b8a83 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/gurobi_settings.yml @@ -0,0 +1,15 @@ +# Gurobi Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +TimeLimit: 110000 # Limits total time solver. +Pre_Solve: 1 # Controls presolve level. +Method: 4 # Algorithm used to solve continuous models (including MIP root relaxation). + +#Gurobi-specific solver settings +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +Crossover: -1 # Barrier crossver strategy. +PreDual: 0 # Decides whether presolve should pass the primal or dual linear programming problem to the LP optimization algorithm. +AggFill: 10 # Allowed fill during presolve aggregation. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/highs_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/highs_settings.yml new file mode 100644 index 0000000000..e4f1ad0245 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/highs_settings.yml @@ -0,0 +1,11 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: choose # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm #HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] + +# run the crossover routine for ipx +# [type: string, advanced: "on", range: {"off", "on"}, default: "off"] +run_crossover: "on" diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/time_domain_reduction_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/time_domain_reduction_settings.yml new file mode 100644 index 0000000000..537b80d797 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/settings/time_domain_reduction_settings.yml @@ -0,0 +1,151 @@ +##### +# +# TIME DOMAIN REDUCTION SETTINGS +# +# Set parameters here that organize how your full timeseries +# data will be divided into representative period clusters. +# Ensure that time_domain_reduction is set to 1 in GenX_settings.yml +# before running. Run within GenX or use PreCluster.jl to test and +# examine representative period output before proceeding. +# Specify your data input directory as inpath within Run_test.jl +# or PreCluster.jl. +# +##### + + # - TimestepsPerRepPeriod + # Typically 168 timesteps (e.g., hours) per period, this designates + # the length of each representative period. +TimestepsPerRepPeriod: 168 + + # - ClusterMethod + # Either 'kmeans' or 'kmedoids', this designates the method used to cluster + # periods and determine each point's representative period. +ClusterMethod: 'kmeans' + + # - ScalingMethod + # Either 'N' or 'S', this designates directs the module to normalize ([0,1]) + # or standardize (mean 0, variance 1) the input data. +ScalingMethod: "S" + + # - MaxPeriods + # The maximum number of periods - both clustered periods and extreme periods - + # that may be used to represent the input data. If IterativelyAddPeriods is on and the + # error threshold is never met, this will be the total number of periods. +MaxPeriods: 11 + + # - MinPeriods + # The minimum number of periods used to represent the input data. If using + # UseExtremePeriods, this must be at least the number of extreme periods requests. If + # IterativelyAddPeriods if off, this will be the total number of periods. +MinPeriods: 8 + + # - IterativelyAddPeriods + # Either 'yes' or 'no', this designates whether or not to add periods + # until the error threshold between input data and represented data is met or the maximum + # number of periods is reached. +IterativelyAddPeriods: 1 + + # - IterateMethod + # Either 'cluster' or 'extreme', this designates whether to add clusters to + # the kmeans/kmedoids method or to set aside the worst-fitting periods as a new extreme periods. + # The default option is 'cluster'. +IterateMethod: "cluster" + + # - Threshold + # Iterative period addition will end if the period farthest (Euclidean Distance) + # from its representative period is within this percentage of the total possible error (for normalization) + # or ~95% of the total possible error (for standardization). E.g., for a threshold of 0.01, + # every period must be within 1% of the spread of possible error before the clustering + # iterations will terminate (or until the max number of periods is reached). +Threshold: 0.05 + + # - nReps + # The number of times to repeat each kmeans/kmedoids clustering at the same setting. +nReps: 100 + + # - DemandWeight + # Default 1, this is an optional multiplier on demand columns in order to prioritize + # better fits for demand profiles over resource capacity factor profiles. +DemandWeight: 1 + + # - WeightTotal + # Default 8760, the sum to which the relative weights of representative periods will be scaled. +WeightTotal: 8760 + + # - ClusterFuelPrices + # Either 1 (yes) or 0 (no), this indicates whether or not to use the fuel price + # time series in Fuels_data.csv in the clustering process. If 0, this function will still write + # Fuels_data_clustered.csv with reshaped fuel prices based on the number and size of the + # representative weeks, assuming a constant time series of fuel prices with length equal to the + # number of timesteps in the raw input data. +ClusterFuelPrices: 1 + + # - UseExtremePeriods + # Either 'yes' or 'no', this designates whether or not to include + # outliers (by performance or demand/resource extreme) as their own representative periods. + # This setting automatically includes the periods with maximum demand, minimum solar cf and + # minimum wind cf as extreme periods. +UseExtremePeriods: 1 + + # - MultiStageConcatenate + # (Only considered if MultiStage = 1 in genx_settings.yml) + # If 1, this designates that the model should time domain reduce the input data + # of all model stages together. Else if 0, the model will time domain reduce each + # stage separately +MultiStageConcatenate: 0 + +# STILL IN DEVELOPMENT - Currently just uses integral max demand, integral min PV and wind. +# - ExtremePeriods +# Use this to define which periods to be included among the final representative periods +# as "Extreme Periods". +# Select by profile type: demand ("Demand"), solar PV capacity factors ("PV"), and wind capacity factors ("Wind"). +# Select whether to examine these profiles by zone ("Zone") or across the whole system ("System"). +# Select whether to look for absolute max/min at the timestep level ("Absolute") +# or max/min sum across the period ("Integral"). +# Select whether you want the maximum ("Max") or minimum ("Min") (of the prior type) for each profile type. +ExtremePeriods: + Demand: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 1 + Min: 0 + Integral: + Max: 0 + Min: 0 + PV: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + Wind: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/system/Demand_data.csv b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/system/Demand_data.csv new file mode 100644 index 0000000000..8aa3bd4e4c --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/system/Demand_data.csv @@ -0,0 +1,8761 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +50000,1,1,1,2000,1,8760,8760,1,7850,2242,1070 +,2,0.9,0.04,1800,,,,2,7424,2120,1012 +,3,0.55,0.024,1100,,,,3,7107,2029,969 +,4,0.2,0.003,400,,,,4,6947,1984,947 +,,,,,,,,5,6922,1977,944 +,,,,,,,,6,7045,2012,960 +,,,,,,,,7,7307,2087,996 +,,,,,,,,8,7544,2154,1029 +,,,,,,,,9,7946,2269,1083 +,,,,,,,,10,8340,2382,1137 +,,,,,,,,11,8578,2449,1169 +,,,,,,,,12,8666,2474,1181 +,,,,,,,,13,8707,2487,1187 +,,,,,,,,14,8630,2464,1176 +,,,,,,,,15,8544,2440,1165 +,,,,,,,,16,8594,2454,1171 +,,,,,,,,17,9431,2693,1286 +,,,,,,,,18,10225,2920,1394 +,,,,,,,,19,10165,2903,1386 +,,,,,,,,20,9854,2815,1343 +,,,,,,,,21,9490,2710,1294 +,,,,,,,,22,8982,2565,1225 +,,,,,,,,23,8353,2385,1139 +,,,,,,,,24,7648,2184,1042 +,,,,,,,,25,7051,2013,961 +,,,,,,,,26,6689,1910,912 +,,,,,,,,27,6515,1861,888 +,,,,,,,,28,6476,1849,883 +,,,,,,,,29,6618,1890,902 +,,,,,,,,30,6980,1993,951 +,,,,,,,,31,7523,2148,1025 +,,,,,,,,32,7968,2275,1086 +,,,,,,,,33,8513,2431,1161 +,,,,,,,,34,9072,2591,1236 +,,,,,,,,35,9482,2708,1292 +,,,,,,,,36,9650,2755,1316 +,,,,,,,,37,9635,2751,1313 +,,,,,,,,38,9572,2734,1305 +,,,,,,,,39,9542,2725,1301 +,,,,,,,,40,9687,2766,1321 +,,,,,,,,41,10596,3026,1444 +,,,,,,,,42,11515,3289,1570 +,,,,,,,,43,11414,3260,1556 +,,,,,,,,44,11138,3181,1519 +,,,,,,,,45,10688,3052,1457 +,,,,,,,,46,9979,2850,1360 +,,,,,,,,47,9100,2599,1241 +,,,,,,,,48,8304,2372,1132 +,,,,,,,,49,7776,2221,1060 +,,,,,,,,50,7513,2145,1024 +,,,,,,,,51,7386,2109,1007 +,,,,,,,,52,7401,2114,1009 +,,,,,,,,53,7667,2189,1045 +,,,,,,,,54,8455,2414,1152 +,,,,,,,,55,9848,2812,1343 +,,,,,,,,56,10629,3035,1449 +,,,,,,,,57,10761,3073,1467 +,,,,,,,,58,10835,3094,1477 +,,,,,,,,59,10932,3122,1490 +,,,,,,,,60,10950,3127,1493 +,,,,,,,,61,10905,3115,1487 +,,,,,,,,62,10890,3111,1484 +,,,,,,,,63,10849,3098,1479 +,,,,,,,,64,10999,3141,1499 +,,,,,,,,65,11858,3386,1616 +,,,,,,,,66,12796,3654,1745 +,,,,,,,,67,12821,3661,1748 +,,,,,,,,68,12605,3600,1719 +,,,,,,,,69,12195,3483,1663 +,,,,,,,,70,11476,3277,1565 +,,,,,,,,71,10515,3003,1434 +,,,,,,,,72,9674,2763,1319 +,,,,,,,,73,9151,2614,1247 +,,,,,,,,74,8876,2535,1210 +,,,,,,,,75,8736,2495,1191 +,,,,,,,,76,8752,2499,1193 +,,,,,,,,77,8990,2568,1226 +,,,,,,,,78,9733,2780,1327 +,,,,,,,,79,11084,3166,1511 +,,,,,,,,80,11820,3376,1611 +,,,,,,,,81,11834,3380,1614 +,,,,,,,,82,11803,3371,1609 +,,,,,,,,83,11777,3363,1605 +,,,,,,,,84,11661,3330,1590 +,,,,,,,,85,11494,3283,1567 +,,,,,,,,86,11395,3255,1554 +,,,,,,,,87,11306,3229,1541 +,,,,,,,,88,11423,3262,1557 +,,,,,,,,89,12221,3491,1666 +,,,,,,,,90,12871,3676,1755 +,,,,,,,,91,12772,3647,1741 +,,,,,,,,92,12474,3562,1701 +,,,,,,,,93,11997,3426,1635 +,,,,,,,,94,11207,3201,1528 +,,,,,,,,95,10201,2914,1391 +,,,,,,,,96,9270,2648,1264 +,,,,,,,,97,8676,2478,1182 +,,,,,,,,98,8358,2387,1140 +,,,,,,,,99,8198,2341,1117 +,,,,,,,,100,8168,2333,1114 +,,,,,,,,101,8378,2393,1142 +,,,,,,,,102,9065,2589,1236 +,,,,,,,,103,10371,2962,1414 +,,,,,,,,104,11136,3181,1518 +,,,,,,,,105,11217,3204,1530 +,,,,,,,,106,11267,3218,1536 +,,,,,,,,107,11216,3203,1530 +,,,,,,,,108,11059,3159,1508 +,,,,,,,,109,10923,3119,1489 +,,,,,,,,110,10869,3104,1482 +,,,,,,,,111,10783,3080,1470 +,,,,,,,,112,10853,3100,1479 +,,,,,,,,113,11542,3296,1574 +,,,,,,,,114,12297,3512,1676 +,,,,,,,,115,12252,3499,1671 +,,,,,,,,116,11974,3420,1632 +,,,,,,,,117,11527,3292,1571 +,,,,,,,,118,10788,3081,1471 +,,,,,,,,119,9795,2797,1335 +,,,,,,,,120,8937,2553,1218 +,,,,,,,,121,8376,2392,1141 +,,,,,,,,122,8071,2305,1100 +,,,,,,,,123,7915,2260,1079 +,,,,,,,,124,7876,2249,1074 +,,,,,,,,125,8068,2304,1100 +,,,,,,,,126,8750,2499,1193 +,,,,,,,,127,10032,2865,1368 +,,,,,,,,128,10800,3085,1473 +,,,,,,,,129,10890,3110,1484 +,,,,,,,,130,10901,3113,1486 +,,,,,,,,131,10853,3100,1479 +,,,,,,,,132,10692,3053,1458 +,,,,,,,,133,10515,3003,1434 +,,,,,,,,134,10423,2976,1421 +,,,,,,,,135,10278,2935,1401 +,,,,,,,,136,10327,2950,1408 +,,,,,,,,137,10930,3121,1490 +,,,,,,,,138,11507,3286,1569 +,,,,,,,,139,11322,3234,1544 +,,,,,,,,140,10996,3140,1499 +,,,,,,,,141,10561,3016,1440 +,,,,,,,,142,9994,2855,1363 +,,,,,,,,143,9224,2635,1257 +,,,,,,,,144,8432,2408,1150 +,,,,,,,,145,7819,2234,1066 +,,,,,,,,146,7480,2136,1020 +,,,,,,,,147,7296,2083,994 +,,,,,,,,148,7221,2063,984 +,,,,,,,,149,7293,2083,994 +,,,,,,,,150,7571,2162,1032 +,,,,,,,,151,8073,2305,1100 +,,,,,,,,152,8602,2456,1172 +,,,,,,,,153,9143,2611,1247 +,,,,,,,,154,9471,2704,1291 +,,,,,,,,155,9563,2731,1303 +,,,,,,,,156,9486,2709,1293 +,,,,,,,,157,9312,2659,1269 +,,,,,,,,158,9115,2603,1242 +,,,,,,,,159,8976,2564,1224 +,,,,,,,,160,9072,2591,1236 +,,,,,,,,161,9736,2780,1328 +,,,,,,,,162,10403,2970,1418 +,,,,,,,,163,10280,2936,1402 +,,,,,,,,164,9950,2842,1357 +,,,,,,,,165,9638,2752,1314 +,,,,,,,,166,9187,2624,1252 +,,,,,,,,167,8597,2455,1172 +,,,,,,,,168,7948,2270,1084 +,,,,,,,,169,7404,2114,1010 +,,,,,,,,170,7089,2024,966 +,,,,,,,,171,6902,1971,941 +,,,,,,,,172,6852,1957,934 +,,,,,,,,173,6904,1972,941 +,,,,,,,,174,7105,2029,969 +,,,,,,,,175,7494,2140,1021 +,,,,,,,,176,7901,2256,1077 +,,,,,,,,177,8468,2418,1154 +,,,,,,,,178,8906,2544,1214 +,,,,,,,,179,9183,2623,1252 +,,,,,,,,180,9356,2672,1276 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+8751,1,0.3834,1,0.29992196,0.3739,1,0.82728827,1,1,1 +8752,1,0.2594,1,0.255118966,0.2229,1,0.724734783,1,1,1 +8753,1,0.078,1,0.505675673,0.0795,1,0.785910606,1,1,1 +8754,1,0,1,0.899923265,0,1,0.833322525,1,1,1 +8755,1,0,1,0.988318086,0,1,0.7449314,1,1,1 +8756,1,0,1,0.305529714,0,1,0.566415668,1,1,1 +8757,1,0,1,0.445487559,0,1,0.595831871,1,1,1 +8758,1,0,1,0.304045409,0,1,0.735717297,1,1,1 +8759,1,0,1,0.617810786,0,1,0.773955822,1,1,1 +8760,1,0,1,0.652051687,0,1,0.908408403,1,1,1 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/system/Network.csv b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/system/Network.csv new file mode 100644 index 0000000000..55791aeed7 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_benchmark_pseudo_Symmetric/system/Network.csv @@ -0,0 +1,6 @@ +,Network_zones,Network_Lines,Start_Zone,End_Zone,Asymmetrical,Line_Max_Flow_MW,Line_Max_Flow_MW_Neg,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Loss_Percentage_Neg,Line_Max_Reinforcement_MW,Line_Max_Reinforcement_MW_Neg,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1 +MA,z1,1,1,2,0,2950,2950,MA_to_CT,123.0584,0.0123,0.0123,2950,0,12060,0.95,0,0 +CT,z2,2,1,3,0,2000,2000,MA_to_ME,196.5385,0.01965,0.01965,2000,0,19261,0.95,0,0 +ME,z3,3,1,2,1,4000,4000,MA_to_CT,123.0584,0.012305837,0.012305837,0,0,12075,0.95,0,0 +,,4,1,3,1,800,800,MA_to_ME,196.5385,0.0196538,0.0196538,0,0,19200,0.95,0,0 +,,5,2,3,1,1200,1200,CT_to_ME,196.5385,0.019653847,0.019653847,0,0,12000,0.95,0,0 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/README.md b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/README.md new file mode 100644 index 0000000000..e70820684b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/README.md @@ -0,0 +1,32 @@ +# Three Zones + +**Three Zones**, a one-year example with hourly resolution, contains zones representing Massachusetts, Connecticut, and Maine. The ten represented resources include natural gas, solar PV, wind, and lithium-ion battery storage. + +To run the model, first navigate to the example directory: + +- Using a Julia REPL: + +```bash +$ julia +julia> cd("example_systems/1_three_zones/") +``` + +- Using a terminal or command prompt: +```bash +$ cd example_systems/1_three_zones/ +``` + +Next, ensure that your settings in `settings/genx_settings.yml` are correct. The default settings use the solver `HiGHS`, time domain reduced input data (`TimeDomainReduction: 1`) and minimum capacity requirement policy (`MinCapReq: 1`) as specified in the `policies/Minimum_capacity_requirement.csv` file. Other optional policies include a capacity reserve margin, an energy share requirement (such as renewable portfolio standard (RPS) or clean electricity standard (CES) policies), a CO2 emissions cap, and a maximum capacity requirement policy (see the documentation for more details). For this example, a rate-based carbon cap of 50 gCO2 per kWh is specified in the `policies/CO2_cap.csv` input file. + +Once the settings are confirmed, run the model with the `Run.jl` script in the example directory: + +- Using a Julia REPL (recommended) +```julia +julia> include("Run.jl") +``` +- Using a terminal or command prompt: +```bash +$ julia Run.jl +``` + +Once the model has completed, results will write to the `results` directory. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/Run.jl b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/Run.jl new file mode 100644 index 0000000000..b44ca23ec1 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/Run.jl @@ -0,0 +1,3 @@ +using GenX + +run_genx_case!(dirname(@__FILE__)) diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/policies/CO2_cap.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/policies/CO2_cap.csv new file mode 100644 index 0000000000..fbd59924ee --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/policies/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,0.05,0,0,0.018,0,0 +CT,z2,0,1,0,0,0.05,0,0,0.025,0 +ME,z3,0,0,1,0,0,0.05,0,0,0.025 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/policies/Minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/policies/Minimum_capacity_requirement.csv new file mode 100644 index 0000000000..bd16edeeb3 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/policies/Minimum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MinCapReqConstraint,ConstraintDescription,Min_MW +1,MA_PV,5000 +2,CT_Wind,10000 +3,All_Batteries,6000 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/Storage.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/Storage.csv new file mode 100644 index 0000000000..238c5acd03 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MW,Min_Cap_MWh,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_battery,1,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,MA,0 +CT_battery,2,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,CT,0 +ME_battery,3,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,ME,0 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/Thermal.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/Thermal.csv new file mode 100644 index 0000000000..88fac7de0b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/Thermal.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_natural_gas_combined_cycle,1,1,1,0,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,1,0,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,1,0,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/Vre.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/Vre.csv new file mode 100644 index 0000000000..0183631d73 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/Vre.csv @@ -0,0 +1,5 @@ +Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_solar_pv,1,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,MA,1 +CT_onshore_wind,2,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,CT,1 +CT_solar_pv,2,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,CT,1 +ME_onshore_wind,3,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/policy_assignments/Resource_minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/policy_assignments/Resource_minimum_capacity_requirement.csv new file mode 100644 index 0000000000..74f1ece070 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/resources/policy_assignments/Resource_minimum_capacity_requirement.csv @@ -0,0 +1,6 @@ +Resource,Min_Cap_1,Min_Cap_2,Min_Cap_3 +MA_solar_pv,1,0,0 +CT_onshore_wind,0,1,0 +MA_battery,0,0,1 +CT_battery,0,0,1 +ME_battery,0,0,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/clp_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/clp_settings.yml new file mode 100644 index 0000000000..9018c10743 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/clp_settings.yml @@ -0,0 +1,14 @@ +# Clp Solver parameters https://github.com/jump-dev/Clp.jl +# Common solver settings +Feasib_Tol: 1e-5 # Primal/Dual feasibility tolerance +TimeLimit: -1.0 # Terminate after this many seconds have passed. A negative value means no time limit +Pre_Solve: 0 # Set to 1 to disable presolve +Method: 5 # Solution method: dual simplex (0), primal simplex (1), sprint (2), barrier with crossover (3), barrier without crossover (4), automatic (5) + +#Clp-specific solver settings +DualObjectiveLimit: 1e308 # When using dual simplex (where the objective is monotonically changing), terminate when the objective exceeds this limit +MaximumIterations: 2147483647 # Terminate after performing this number of simplex iterations +LogLevel: 1 # Set to 1, 2, 3, or 4 for increasing output. Set to 0 to disable output +InfeasibleReturn: 0 # Set to 1 to return as soon as the problem is found to be infeasible (by default, an infeasibility proof is computed as well) +Scaling: 3 # 0 -off, 1 equilibrium, 2 geometric, 3 auto, 4 dynamic(later) +Perturbation: 100 # switch on perturbation (50), automatic (100), don't try perturbing (102) \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/cplex_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/cplex_settings.yml new file mode 100644 index 0000000000..8d37873eef --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/cplex_settings.yml @@ -0,0 +1,10 @@ +# CPLEX Solver Parameters +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +Pre_Solve: 1 # Controls presolve level. +TimeLimit: 110000 # Limits total time solver. +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +Method: 2 # Algorithm used to solve continuous models (including MIP root relaxation). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +SolutionType: 2 # Solution type for LP or QP. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/genx_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/genx_settings.yml new file mode 100644 index 0000000000..9b292c3abc --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/genx_settings.yml @@ -0,0 +1,14 @@ +NetworkExpansion: 1 # Transmission network expansionl; 0 = not active; 1 = active systemwide +Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic +EnergyShareRequirement: 0 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide +CapacityReserveMargin: 0 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide +CO2Cap: 2 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint +StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost) +MinCapReq: 1 # Activate minimum technology carveout constraints; 0 = not active; 1 = active +MaxCapReq: 0 # Activate maximum technology carveout constraints; 0 = not active; 1 = active +ParameterScale: 1 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide +WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active +UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering +TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) +OutputFullTimeSeries: 1 +asymmetrical_trans_flow_limit: 1 # Switch to indicate if asymmetrical bidirectional lines are included in the system or not \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/gurobi_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/gurobi_settings.yml new file mode 100644 index 0000000000..fd4d9b8a83 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/gurobi_settings.yml @@ -0,0 +1,15 @@ +# Gurobi Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +TimeLimit: 110000 # Limits total time solver. +Pre_Solve: 1 # Controls presolve level. +Method: 4 # Algorithm used to solve continuous models (including MIP root relaxation). + +#Gurobi-specific solver settings +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +Crossover: -1 # Barrier crossver strategy. +PreDual: 0 # Decides whether presolve should pass the primal or dual linear programming problem to the LP optimization algorithm. +AggFill: 10 # Allowed fill during presolve aggregation. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/highs_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/highs_settings.yml new file mode 100644 index 0000000000..e4f1ad0245 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/highs_settings.yml @@ -0,0 +1,11 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: choose # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm #HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] + +# run the crossover routine for ipx +# [type: string, advanced: "on", range: {"off", "on"}, default: "off"] +run_crossover: "on" diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/time_domain_reduction_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/time_domain_reduction_settings.yml new file mode 100644 index 0000000000..537b80d797 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/settings/time_domain_reduction_settings.yml @@ -0,0 +1,151 @@ +##### +# +# TIME DOMAIN REDUCTION SETTINGS +# +# Set parameters here that organize how your full timeseries +# data will be divided into representative period clusters. +# Ensure that time_domain_reduction is set to 1 in GenX_settings.yml +# before running. Run within GenX or use PreCluster.jl to test and +# examine representative period output before proceeding. +# Specify your data input directory as inpath within Run_test.jl +# or PreCluster.jl. +# +##### + + # - TimestepsPerRepPeriod + # Typically 168 timesteps (e.g., hours) per period, this designates + # the length of each representative period. +TimestepsPerRepPeriod: 168 + + # - ClusterMethod + # Either 'kmeans' or 'kmedoids', this designates the method used to cluster + # periods and determine each point's representative period. +ClusterMethod: 'kmeans' + + # - ScalingMethod + # Either 'N' or 'S', this designates directs the module to normalize ([0,1]) + # or standardize (mean 0, variance 1) the input data. +ScalingMethod: "S" + + # - MaxPeriods + # The maximum number of periods - both clustered periods and extreme periods - + # that may be used to represent the input data. If IterativelyAddPeriods is on and the + # error threshold is never met, this will be the total number of periods. +MaxPeriods: 11 + + # - MinPeriods + # The minimum number of periods used to represent the input data. If using + # UseExtremePeriods, this must be at least the number of extreme periods requests. If + # IterativelyAddPeriods if off, this will be the total number of periods. +MinPeriods: 8 + + # - IterativelyAddPeriods + # Either 'yes' or 'no', this designates whether or not to add periods + # until the error threshold between input data and represented data is met or the maximum + # number of periods is reached. +IterativelyAddPeriods: 1 + + # - IterateMethod + # Either 'cluster' or 'extreme', this designates whether to add clusters to + # the kmeans/kmedoids method or to set aside the worst-fitting periods as a new extreme periods. + # The default option is 'cluster'. +IterateMethod: "cluster" + + # - Threshold + # Iterative period addition will end if the period farthest (Euclidean Distance) + # from its representative period is within this percentage of the total possible error (for normalization) + # or ~95% of the total possible error (for standardization). E.g., for a threshold of 0.01, + # every period must be within 1% of the spread of possible error before the clustering + # iterations will terminate (or until the max number of periods is reached). +Threshold: 0.05 + + # - nReps + # The number of times to repeat each kmeans/kmedoids clustering at the same setting. +nReps: 100 + + # - DemandWeight + # Default 1, this is an optional multiplier on demand columns in order to prioritize + # better fits for demand profiles over resource capacity factor profiles. +DemandWeight: 1 + + # - WeightTotal + # Default 8760, the sum to which the relative weights of representative periods will be scaled. +WeightTotal: 8760 + + # - ClusterFuelPrices + # Either 1 (yes) or 0 (no), this indicates whether or not to use the fuel price + # time series in Fuels_data.csv in the clustering process. If 0, this function will still write + # Fuels_data_clustered.csv with reshaped fuel prices based on the number and size of the + # representative weeks, assuming a constant time series of fuel prices with length equal to the + # number of timesteps in the raw input data. +ClusterFuelPrices: 1 + + # - UseExtremePeriods + # Either 'yes' or 'no', this designates whether or not to include + # outliers (by performance or demand/resource extreme) as their own representative periods. + # This setting automatically includes the periods with maximum demand, minimum solar cf and + # minimum wind cf as extreme periods. +UseExtremePeriods: 1 + + # - MultiStageConcatenate + # (Only considered if MultiStage = 1 in genx_settings.yml) + # If 1, this designates that the model should time domain reduce the input data + # of all model stages together. Else if 0, the model will time domain reduce each + # stage separately +MultiStageConcatenate: 0 + +# STILL IN DEVELOPMENT - Currently just uses integral max demand, integral min PV and wind. +# - ExtremePeriods +# Use this to define which periods to be included among the final representative periods +# as "Extreme Periods". +# Select by profile type: demand ("Demand"), solar PV capacity factors ("PV"), and wind capacity factors ("Wind"). +# Select whether to examine these profiles by zone ("Zone") or across the whole system ("System"). +# Select whether to look for absolute max/min at the timestep level ("Absolute") +# or max/min sum across the period ("Integral"). +# Select whether you want the maximum ("Max") or minimum ("Min") (of the prior type) for each profile type. +ExtremePeriods: + Demand: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 1 + Min: 0 + Integral: + Max: 0 + Min: 0 + PV: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + Wind: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/system/Demand_data.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/system/Demand_data.csv new file mode 100644 index 0000000000..8aa3bd4e4c --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/system/Demand_data.csv @@ -0,0 +1,8761 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +50000,1,1,1,2000,1,8760,8760,1,7850,2242,1070 +,2,0.9,0.04,1800,,,,2,7424,2120,1012 +,3,0.55,0.024,1100,,,,3,7107,2029,969 +,4,0.2,0.003,400,,,,4,6947,1984,947 +,,,,,,,,5,6922,1977,944 +,,,,,,,,6,7045,2012,960 +,,,,,,,,7,7307,2087,996 +,,,,,,,,8,7544,2154,1029 +,,,,,,,,9,7946,2269,1083 +,,,,,,,,10,8340,2382,1137 +,,,,,,,,11,8578,2449,1169 +,,,,,,,,12,8666,2474,1181 +,,,,,,,,13,8707,2487,1187 +,,,,,,,,14,8630,2464,1176 +,,,,,,,,15,8544,2440,1165 +,,,,,,,,16,8594,2454,1171 +,,,,,,,,17,9431,2693,1286 +,,,,,,,,18,10225,2920,1394 +,,,,,,,,19,10165,2903,1386 +,,,,,,,,20,9854,2815,1343 +,,,,,,,,21,9490,2710,1294 +,,,,,,,,22,8982,2565,1225 +,,,,,,,,23,8353,2385,1139 +,,,,,,,,24,7648,2184,1042 +,,,,,,,,25,7051,2013,961 +,,,,,,,,26,6689,1910,912 +,,,,,,,,27,6515,1861,888 +,,,,,,,,28,6476,1849,883 +,,,,,,,,29,6618,1890,902 +,,,,,,,,30,6980,1993,951 +,,,,,,,,31,7523,2148,1025 +,,,,,,,,32,7968,2275,1086 +,,,,,,,,33,8513,2431,1161 +,,,,,,,,34,9072,2591,1236 +,,,,,,,,35,9482,2708,1292 +,,,,,,,,36,9650,2755,1316 +,,,,,,,,37,9635,2751,1313 +,,,,,,,,38,9572,2734,1305 +,,,,,,,,39,9542,2725,1301 +,,,,,,,,40,9687,2766,1321 +,,,,,,,,41,10596,3026,1444 +,,,,,,,,42,11515,3289,1570 +,,,,,,,,43,11414,3260,1556 +,,,,,,,,44,11138,3181,1519 +,,,,,,,,45,10688,3052,1457 +,,,,,,,,46,9979,2850,1360 +,,,,,,,,47,9100,2599,1241 +,,,,,,,,48,8304,2372,1132 +,,,,,,,,49,7776,2221,1060 +,,,,,,,,50,7513,2145,1024 +,,,,,,,,51,7386,2109,1007 +,,,,,,,,52,7401,2114,1009 +,,,,,,,,53,7667,2189,1045 +,,,,,,,,54,8455,2414,1152 +,,,,,,,,55,9848,2812,1343 +,,,,,,,,56,10629,3035,1449 +,,,,,,,,57,10761,3073,1467 +,,,,,,,,58,10835,3094,1477 +,,,,,,,,59,10932,3122,1490 +,,,,,,,,60,10950,3127,1493 +,,,,,,,,61,10905,3115,1487 +,,,,,,,,62,10890,3111,1484 +,,,,,,,,63,10849,3098,1479 +,,,,,,,,64,10999,3141,1499 +,,,,,,,,65,11858,3386,1616 +,,,,,,,,66,12796,3654,1745 +,,,,,,,,67,12821,3661,1748 +,,,,,,,,68,12605,3600,1719 +,,,,,,,,69,12195,3483,1663 +,,,,,,,,70,11476,3277,1565 +,,,,,,,,71,10515,3003,1434 +,,,,,,,,72,9674,2763,1319 +,,,,,,,,73,9151,2614,1247 +,,,,,,,,74,8876,2535,1210 +,,,,,,,,75,8736,2495,1191 +,,,,,,,,76,8752,2499,1193 +,,,,,,,,77,8990,2568,1226 +,,,,,,,,78,9733,2780,1327 +,,,,,,,,79,11084,3166,1511 +,,,,,,,,80,11820,3376,1611 +,,,,,,,,81,11834,3380,1614 +,,,,,,,,82,11803,3371,1609 +,,,,,,,,83,11777,3363,1605 +,,,,,,,,84,11661,3330,1590 +,,,,,,,,85,11494,3283,1567 +,,,,,,,,86,11395,3255,1554 +,,,,,,,,87,11306,3229,1541 +,,,,,,,,88,11423,3262,1557 +,,,,,,,,89,12221,3491,1666 +,,,,,,,,90,12871,3676,1755 +,,,,,,,,91,12772,3647,1741 +,,,,,,,,92,12474,3562,1701 +,,,,,,,,93,11997,3426,1635 +,,,,,,,,94,11207,3201,1528 +,,,,,,,,95,10201,2914,1391 +,,,,,,,,96,9270,2648,1264 +,,,,,,,,97,8676,2478,1182 +,,,,,,,,98,8358,2387,1140 +,,,,,,,,99,8198,2341,1117 +,,,,,,,,100,8168,2333,1114 +,,,,,,,,101,8378,2393,1142 +,,,,,,,,102,9065,2589,1236 +,,,,,,,,103,10371,2962,1414 +,,,,,,,,104,11136,3181,1518 +,,,,,,,,105,11217,3204,1530 +,,,,,,,,106,11267,3218,1536 +,,,,,,,,107,11216,3203,1530 +,,,,,,,,108,11059,3159,1508 +,,,,,,,,109,10923,3119,1489 +,,,,,,,,110,10869,3104,1482 +,,,,,,,,111,10783,3080,1470 +,,,,,,,,112,10853,3100,1479 +,,,,,,,,113,11542,3296,1574 +,,,,,,,,114,12297,3512,1676 +,,,,,,,,115,12252,3499,1671 +,,,,,,,,116,11974,3420,1632 +,,,,,,,,117,11527,3292,1571 +,,,,,,,,118,10788,3081,1471 +,,,,,,,,119,9795,2797,1335 +,,,,,,,,120,8937,2553,1218 +,,,,,,,,121,8376,2392,1141 +,,,,,,,,122,8071,2305,1100 +,,,,,,,,123,7915,2260,1079 +,,,,,,,,124,7876,2249,1074 +,,,,,,,,125,8068,2304,1100 +,,,,,,,,126,8750,2499,1193 +,,,,,,,,127,10032,2865,1368 +,,,,,,,,128,10800,3085,1473 +,,,,,,,,129,10890,3110,1484 +,,,,,,,,130,10901,3113,1486 +,,,,,,,,131,10853,3100,1479 +,,,,,,,,132,10692,3053,1458 +,,,,,,,,133,10515,3003,1434 +,,,,,,,,134,10423,2976,1421 +,,,,,,,,135,10278,2935,1401 +,,,,,,,,136,10327,2950,1408 +,,,,,,,,137,10930,3121,1490 +,,,,,,,,138,11507,3286,1569 +,,,,,,,,139,11322,3234,1544 +,,,,,,,,140,10996,3140,1499 +,,,,,,,,141,10561,3016,1440 +,,,,,,,,142,9994,2855,1363 +,,,,,,,,143,9224,2635,1257 +,,,,,,,,144,8432,2408,1150 +,,,,,,,,145,7819,2234,1066 +,,,,,,,,146,7480,2136,1020 +,,,,,,,,147,7296,2083,994 +,,,,,,,,148,7221,2063,984 +,,,,,,,,149,7293,2083,994 +,,,,,,,,150,7571,2162,1032 +,,,,,,,,151,8073,2305,1100 +,,,,,,,,152,8602,2456,1172 +,,,,,,,,153,9143,2611,1247 +,,,,,,,,154,9471,2704,1291 +,,,,,,,,155,9563,2731,1303 +,,,,,,,,156,9486,2709,1293 +,,,,,,,,157,9312,2659,1269 +,,,,,,,,158,9115,2603,1242 +,,,,,,,,159,8976,2564,1224 +,,,,,,,,160,9072,2591,1236 +,,,,,,,,161,9736,2780,1328 +,,,,,,,,162,10403,2970,1418 +,,,,,,,,163,10280,2936,1402 +,,,,,,,,164,9950,2842,1357 +,,,,,,,,165,9638,2752,1314 +,,,,,,,,166,9187,2624,1252 +,,,,,,,,167,8597,2455,1172 +,,,,,,,,168,7948,2270,1084 +,,,,,,,,169,7404,2114,1010 +,,,,,,,,170,7089,2024,966 +,,,,,,,,171,6902,1971,941 +,,,,,,,,172,6852,1957,934 +,,,,,,,,173,6904,1972,941 +,,,,,,,,174,7105,2029,969 +,,,,,,,,175,7494,2140,1021 +,,,,,,,,176,7901,2256,1077 +,,,,,,,,177,8468,2418,1154 +,,,,,,,,178,8906,2544,1214 +,,,,,,,,179,9183,2623,1252 +,,,,,,,,180,9356,2672,1276 +,,,,,,,,181,9386,2680,1280 +,,,,,,,,182,9334,2665,1272 +,,,,,,,,183,9301,2656,1268 +,,,,,,,,184,9431,2694,1286 +,,,,,,,,185,10240,2925,1396 +,,,,,,,,186,11081,3165,1511 +,,,,,,,,187,11064,3160,1509 +,,,,,,,,188,10779,3078,1469 +,,,,,,,,189,10405,2971,1418 +,,,,,,,,190,9791,2796,1335 +,,,,,,,,191,8983,2565,1225 +,,,,,,,,192,8276,2364,1128 +,,,,,,,,193,7813,2231,1065 +,,,,,,,,194,7590,2168,1035 +,,,,,,,,195,7507,2144,1024 +,,,,,,,,196,7536,2152,1027 +,,,,,,,,197,7808,2230,1065 +,,,,,,,,198,8592,2454,1171 +,,,,,,,,199,10003,2857,1363 +,,,,,,,,200,10818,3090,1475 +,,,,,,,,201,10898,3112,1486 +,,,,,,,,202,10909,3115,1487 +,,,,,,,,203,10903,3114,1487 +,,,,,,,,204,10810,3087,1474 +,,,,,,,,205,10627,3035,1449 +,,,,,,,,206,10513,3002,1434 +,,,,,,,,207,10366,2960,1414 +,,,,,,,,208,10401,2970,1418 +,,,,,,,,209,11101,3170,1514 +,,,,,,,,210,12044,3440,1642 +,,,,,,,,211,12015,3431,1638 +,,,,,,,,212,11693,3339,1594 +,,,,,,,,213,11225,3205,1530 +,,,,,,,,214,10453,2985,1425 +,,,,,,,,215,9470,2704,1291 +,,,,,,,,216,8600,2456,1172 +,,,,,,,,217,8029,2293,1095 +,,,,,,,,218,7745,2212,1055 +,,,,,,,,219,7589,2167,1035 +,,,,,,,,220,7578,2164,1033 +,,,,,,,,221,7797,2227,1063 +,,,,,,,,222,8521,2434,1161 +,,,,,,,,223,9893,2825,1349 +,,,,,,,,224,10626,3035,1449 +,,,,,,,,225,10665,3046,1454 +,,,,,,,,226,10719,3061,1461 +,,,,,,,,227,10723,3062,1462 +,,,,,,,,228,10619,3033,1448 +,,,,,,,,229,10444,2983,1424 +,,,,,,,,230,10355,2957,1412 +,,,,,,,,231,10262,2930,1399 +,,,,,,,,232,10332,2950,1408 +,,,,,,,,233,11008,3144,1501 +,,,,,,,,234,11778,3363,1605 +,,,,,,,,235,11691,3339,1594 +,,,,,,,,236,11401,3256,1555 +,,,,,,,,237,10973,3134,1496 +,,,,,,,,238,10250,2927,1398 +,,,,,,,,239,9297,2655,1267 +,,,,,,,,240,8468,2418,1154 +,,,,,,,,241,7942,2269,1083 +,,,,,,,,242,7679,2193,1047 +,,,,,,,,243,7558,2158,1030 +,,,,,,,,244,7592,2168,1035 +,,,,,,,,245,7830,2236,1067 +,,,,,,,,246,8613,2459,1174 +,,,,,,,,247,9991,2854,1363 +,,,,,,,,248,10722,3062,1462 +,,,,,,,,249,10723,3062,1462 +,,,,,,,,250,10659,3044,1453 +,,,,,,,,251,10621,3033,1448 +,,,,,,,,252,10536,3009,1436 +,,,,,,,,253,10388,2966,1416 +,,,,,,,,254,10328,2950,1408 +,,,,,,,,255,10230,2921,1394 +,,,,,,,,256,10299,2941,1404 +,,,,,,,,257,10965,3131,1495 +,,,,,,,,258,11781,3365,1606 +,,,,,,,,259,11737,3352,1600 +,,,,,,,,260,11448,3270,1560 +,,,,,,,,261,11009,3144,1501 +,,,,,,,,262,10255,2929,1398 +,,,,,,,,263,9275,2649,1265 +,,,,,,,,264,8412,2402,1146 +,,,,,,,,265,7842,2239,1069 +,,,,,,,,266,7529,2150,1026 +,,,,,,,,267,7381,2108,1006 +,,,,,,,,268,7378,2107,1005 +,,,,,,,,269,7607,2172,1037 +,,,,,,,,270,8322,2376,1135 +,,,,,,,,271,9608,2744,1310 +,,,,,,,,272,10497,2998,1431 +,,,,,,,,273,10744,3068,1464 +,,,,,,,,274,10919,3119,1489 +,,,,,,,,275,11073,3162,1509 +,,,,,,,,276,11112,3173,1515 +,,,,,,,,277,11068,3161,1509 +,,,,,,,,278,11019,3147,1502 +,,,,,,,,279,10873,3105,1482 +,,,,,,,,280,10847,3098,1479 +,,,,,,,,281,11364,3246,1550 +,,,,,,,,282,11951,3413,1630 +,,,,,,,,283,11830,3378,1613 +,,,,,,,,284,11479,3278,1565 +,,,,,,,,285,10997,3140,1499 +,,,,,,,,286,10224,2920,1393 +,,,,,,,,287,9251,2642,1261 +,,,,,,,,288,8405,2400,1146 +,,,,,,,,289,7811,2231,1065 +,,,,,,,,290,7513,2145,1024 +,,,,,,,,291,7371,2105,1004 +,,,,,,,,292,7344,2098,1001 +,,,,,,,,293,7542,2154,1028 +,,,,,,,,294,8217,2347,1120 +,,,,,,,,295,9501,2713,1295 +,,,,,,,,296,10340,2953,1409 +,,,,,,,,297,10503,3000,1432 +,,,,,,,,298,10548,3012,1438 +,,,,,,,,299,10562,3016,1440 +,,,,,,,,300,10516,3003,1434 +,,,,,,,,301,10420,2976,1421 +,,,,,,,,302,10378,2964,1415 +,,,,,,,,303,10339,2953,1409 +,,,,,,,,304,10489,2995,1430 +,,,,,,,,305,11141,3182,1519 +,,,,,,,,306,11795,3369,1608 +,,,,,,,,307,11688,3338,1594 +,,,,,,,,308,11389,3253,1553 +,,,,,,,,309,11010,3145,1501 +,,,,,,,,310,10445,2983,1424 +,,,,,,,,311,9687,2766,1321 +,,,,,,,,312,8931,2550,1217 +,,,,,,,,313,8341,2382,1137 +,,,,,,,,314,7996,2284,1090 +,,,,,,,,315,7802,2229,1064 +,,,,,,,,316,7742,2211,1055 +,,,,,,,,317,7823,2234,1066 +,,,,,,,,318,8097,2313,1104 +,,,,,,,,319,8611,2459,1174 +,,,,,,,,320,9128,2607,1244 +,,,,,,,,321,9713,2774,1324 +,,,,,,,,322,10173,2905,1387 +,,,,,,,,323,10367,2960,1414 +,,,,,,,,324,10302,2942,1404 +,,,,,,,,325,10138,2895,1383 +,,,,,,,,326,9948,2841,1356 +,,,,,,,,327,9858,2815,1344 +,,,,,,,,328,9938,2838,1355 +,,,,,,,,329,10586,3023,1444 +,,,,,,,,330,11470,3276,1564 +,,,,,,,,331,11467,3275,1564 +,,,,,,,,332,11210,3201,1529 +,,,,,,,,333,10857,3101,1480 +,,,,,,,,334,10427,2978,1422 +,,,,,,,,335,9916,2832,1352 +,,,,,,,,336,9321,2662,1271 +,,,,,,,,337,8761,2502,1195 +,,,,,,,,338,8426,2406,1149 +,,,,,,,,339,8290,2368,1130 +,,,,,,,,340,8274,2363,1128 +,,,,,,,,341,8367,2389,1140 +,,,,,,,,342,8600,2456,1172 +,,,,,,,,343,9002,2571,1227 +,,,,,,,,344,9436,2694,1287 +,,,,,,,,345,10049,2870,1370 +,,,,,,,,346,10510,3001,1433 +,,,,,,,,347,10762,3073,1467 +,,,,,,,,348,10846,3097,1479 +,,,,,,,,349,10837,3095,1478 +,,,,,,,,350,10727,3064,1463 +,,,,,,,,351,10661,3045,1454 +,,,,,,,,352,10747,3069,1465 +,,,,,,,,353,11443,3268,1560 +,,,,,,,,354,12353,3528,1684 +,,,,,,,,355,12368,3532,1686 +,,,,,,,,356,12024,3434,1640 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+8751,1,0.3834,1,0.29992196,0.3739,1,0.82728827,1,1,1 +8752,1,0.2594,1,0.255118966,0.2229,1,0.724734783,1,1,1 +8753,1,0.078,1,0.505675673,0.0795,1,0.785910606,1,1,1 +8754,1,0,1,0.899923265,0,1,0.833322525,1,1,1 +8755,1,0,1,0.988318086,0,1,0.7449314,1,1,1 +8756,1,0,1,0.305529714,0,1,0.566415668,1,1,1 +8757,1,0,1,0.445487559,0,1,0.595831871,1,1,1 +8758,1,0,1,0.304045409,0,1,0.735717297,1,1,1 +8759,1,0,1,0.617810786,0,1,0.773955822,1,1,1 +8760,1,0,1,0.652051687,0,1,0.908408403,1,1,1 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/system/Network.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/system/Network.csv new file mode 100644 index 0000000000..65c7133289 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive/system/Network.csv @@ -0,0 +1,6 @@ +,Network_zones,Network_Lines,Start_Zone,End_Zone,Asymmetrical,Line_Max_Flow_MW,Line_Max_Flow_MW_Neg,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Loss_Percentage_Neg,Line_Max_Reinforcement_MW,Line_Max_Reinforcement_MW_Neg,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1 +MA,z1,1,1,2,0,2950,2950,MA_to_CT,123.0584,0.012305837,0.012305837,2950,0,12060,0.95,0,0 +CT,z2,2,1,3,0,2000,2000,MA_to_ME,196.5385,0.019653847,0.019653847,2000,0,19261,0.95,0,0 +ME,z3,4,1,2,1,0,4000,MA_to_CT,123.0584,0.012305837,0.12305837,0,0,12075,0.95,0,0 +,,5,1,3,1,0,800,MA_to_ME,196.5385,0.019653847,0.19653847,0,0,19200,0.95,0,0 +,,6,2,3,1,0,1200,CT_to_ME,196.5385,0.019653847,0.19653847,0,0,12000,0.95,0,0 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/README.md b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/README.md new file mode 100644 index 0000000000..e70820684b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/README.md @@ -0,0 +1,32 @@ +# Three Zones + +**Three Zones**, a one-year example with hourly resolution, contains zones representing Massachusetts, Connecticut, and Maine. The ten represented resources include natural gas, solar PV, wind, and lithium-ion battery storage. + +To run the model, first navigate to the example directory: + +- Using a Julia REPL: + +```bash +$ julia +julia> cd("example_systems/1_three_zones/") +``` + +- Using a terminal or command prompt: +```bash +$ cd example_systems/1_three_zones/ +``` + +Next, ensure that your settings in `settings/genx_settings.yml` are correct. The default settings use the solver `HiGHS`, time domain reduced input data (`TimeDomainReduction: 1`) and minimum capacity requirement policy (`MinCapReq: 1`) as specified in the `policies/Minimum_capacity_requirement.csv` file. Other optional policies include a capacity reserve margin, an energy share requirement (such as renewable portfolio standard (RPS) or clean electricity standard (CES) policies), a CO2 emissions cap, and a maximum capacity requirement policy (see the documentation for more details). For this example, a rate-based carbon cap of 50 gCO2 per kWh is specified in the `policies/CO2_cap.csv` input file. + +Once the settings are confirmed, run the model with the `Run.jl` script in the example directory: + +- Using a Julia REPL (recommended) +```julia +julia> include("Run.jl") +``` +- Using a terminal or command prompt: +```bash +$ julia Run.jl +``` + +Once the model has completed, results will write to the `results` directory. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/Run.jl b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/Run.jl new file mode 100644 index 0000000000..b44ca23ec1 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/Run.jl @@ -0,0 +1,3 @@ +using GenX + +run_genx_case!(dirname(@__FILE__)) diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/policies/CO2_cap.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/policies/CO2_cap.csv new file mode 100644 index 0000000000..fbd59924ee --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/policies/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,0.05,0,0,0.018,0,0 +CT,z2,0,1,0,0,0.05,0,0,0.025,0 +ME,z3,0,0,1,0,0,0.05,0,0,0.025 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/policies/Minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/policies/Minimum_capacity_requirement.csv new file mode 100644 index 0000000000..bd16edeeb3 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/policies/Minimum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MinCapReqConstraint,ConstraintDescription,Min_MW +1,MA_PV,5000 +2,CT_Wind,10000 +3,All_Batteries,6000 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/Storage.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/Storage.csv new file mode 100644 index 0000000000..238c5acd03 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MW,Min_Cap_MWh,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_battery,1,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,MA,0 +CT_battery,2,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,CT,0 +ME_battery,3,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,ME,0 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/Thermal.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/Thermal.csv new file mode 100644 index 0000000000..88fac7de0b --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/Thermal.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_natural_gas_combined_cycle,1,1,1,0,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,1,0,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,1,0,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/Vre.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/Vre.csv new file mode 100644 index 0000000000..0183631d73 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/Vre.csv @@ -0,0 +1,5 @@ +Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_solar_pv,1,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,MA,1 +CT_onshore_wind,2,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,CT,1 +CT_solar_pv,2,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,CT,1 +ME_onshore_wind,3,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/policy_assignments/Resource_minimum_capacity_requirement.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/policy_assignments/Resource_minimum_capacity_requirement.csv new file mode 100644 index 0000000000..74f1ece070 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/resources/policy_assignments/Resource_minimum_capacity_requirement.csv @@ -0,0 +1,6 @@ +Resource,Min_Cap_1,Min_Cap_2,Min_Cap_3 +MA_solar_pv,1,0,0 +CT_onshore_wind,0,1,0 +MA_battery,0,0,1 +CT_battery,0,0,1 +ME_battery,0,0,1 \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/clp_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/clp_settings.yml new file mode 100644 index 0000000000..9018c10743 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/clp_settings.yml @@ -0,0 +1,14 @@ +# Clp Solver parameters https://github.com/jump-dev/Clp.jl +# Common solver settings +Feasib_Tol: 1e-5 # Primal/Dual feasibility tolerance +TimeLimit: -1.0 # Terminate after this many seconds have passed. A negative value means no time limit +Pre_Solve: 0 # Set to 1 to disable presolve +Method: 5 # Solution method: dual simplex (0), primal simplex (1), sprint (2), barrier with crossover (3), barrier without crossover (4), automatic (5) + +#Clp-specific solver settings +DualObjectiveLimit: 1e308 # When using dual simplex (where the objective is monotonically changing), terminate when the objective exceeds this limit +MaximumIterations: 2147483647 # Terminate after performing this number of simplex iterations +LogLevel: 1 # Set to 1, 2, 3, or 4 for increasing output. Set to 0 to disable output +InfeasibleReturn: 0 # Set to 1 to return as soon as the problem is found to be infeasible (by default, an infeasibility proof is computed as well) +Scaling: 3 # 0 -off, 1 equilibrium, 2 geometric, 3 auto, 4 dynamic(later) +Perturbation: 100 # switch on perturbation (50), automatic (100), don't try perturbing (102) \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/cplex_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/cplex_settings.yml new file mode 100644 index 0000000000..8d37873eef --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/cplex_settings.yml @@ -0,0 +1,10 @@ +# CPLEX Solver Parameters +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +Pre_Solve: 1 # Controls presolve level. +TimeLimit: 110000 # Limits total time solver. +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +Method: 2 # Algorithm used to solve continuous models (including MIP root relaxation). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +SolutionType: 2 # Solution type for LP or QP. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/genx_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/genx_settings.yml new file mode 100644 index 0000000000..9b292c3abc --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/genx_settings.yml @@ -0,0 +1,14 @@ +NetworkExpansion: 1 # Transmission network expansionl; 0 = not active; 1 = active systemwide +Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic +EnergyShareRequirement: 0 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide +CapacityReserveMargin: 0 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide +CO2Cap: 2 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint +StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost) +MinCapReq: 1 # Activate minimum technology carveout constraints; 0 = not active; 1 = active +MaxCapReq: 0 # Activate maximum technology carveout constraints; 0 = not active; 1 = active +ParameterScale: 1 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide +WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active +UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering +TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) +OutputFullTimeSeries: 1 +asymmetrical_trans_flow_limit: 1 # Switch to indicate if asymmetrical bidirectional lines are included in the system or not \ No newline at end of file diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/gurobi_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/gurobi_settings.yml new file mode 100644 index 0000000000..fd4d9b8a83 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/gurobi_settings.yml @@ -0,0 +1,15 @@ +# Gurobi Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +TimeLimit: 110000 # Limits total time solver. +Pre_Solve: 1 # Controls presolve level. +Method: 4 # Algorithm used to solve continuous models (including MIP root relaxation). + +#Gurobi-specific solver settings +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +Crossover: -1 # Barrier crossver strategy. +PreDual: 0 # Decides whether presolve should pass the primal or dual linear programming problem to the LP optimization algorithm. +AggFill: 10 # Allowed fill during presolve aggregation. diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/highs_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/highs_settings.yml new file mode 100644 index 0000000000..e4f1ad0245 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/highs_settings.yml @@ -0,0 +1,11 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: choose # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm #HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] + +# run the crossover routine for ipx +# [type: string, advanced: "on", range: {"off", "on"}, default: "off"] +run_crossover: "on" diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/time_domain_reduction_settings.yml b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/time_domain_reduction_settings.yml new file mode 100644 index 0000000000..537b80d797 --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/settings/time_domain_reduction_settings.yml @@ -0,0 +1,151 @@ +##### +# +# TIME DOMAIN REDUCTION SETTINGS +# +# Set parameters here that organize how your full timeseries +# data will be divided into representative period clusters. +# Ensure that time_domain_reduction is set to 1 in GenX_settings.yml +# before running. Run within GenX or use PreCluster.jl to test and +# examine representative period output before proceeding. +# Specify your data input directory as inpath within Run_test.jl +# or PreCluster.jl. +# +##### + + # - TimestepsPerRepPeriod + # Typically 168 timesteps (e.g., hours) per period, this designates + # the length of each representative period. +TimestepsPerRepPeriod: 168 + + # - ClusterMethod + # Either 'kmeans' or 'kmedoids', this designates the method used to cluster + # periods and determine each point's representative period. +ClusterMethod: 'kmeans' + + # - ScalingMethod + # Either 'N' or 'S', this designates directs the module to normalize ([0,1]) + # or standardize (mean 0, variance 1) the input data. +ScalingMethod: "S" + + # - MaxPeriods + # The maximum number of periods - both clustered periods and extreme periods - + # that may be used to represent the input data. If IterativelyAddPeriods is on and the + # error threshold is never met, this will be the total number of periods. +MaxPeriods: 11 + + # - MinPeriods + # The minimum number of periods used to represent the input data. If using + # UseExtremePeriods, this must be at least the number of extreme periods requests. If + # IterativelyAddPeriods if off, this will be the total number of periods. +MinPeriods: 8 + + # - IterativelyAddPeriods + # Either 'yes' or 'no', this designates whether or not to add periods + # until the error threshold between input data and represented data is met or the maximum + # number of periods is reached. +IterativelyAddPeriods: 1 + + # - IterateMethod + # Either 'cluster' or 'extreme', this designates whether to add clusters to + # the kmeans/kmedoids method or to set aside the worst-fitting periods as a new extreme periods. + # The default option is 'cluster'. +IterateMethod: "cluster" + + # - Threshold + # Iterative period addition will end if the period farthest (Euclidean Distance) + # from its representative period is within this percentage of the total possible error (for normalization) + # or ~95% of the total possible error (for standardization). E.g., for a threshold of 0.01, + # every period must be within 1% of the spread of possible error before the clustering + # iterations will terminate (or until the max number of periods is reached). +Threshold: 0.05 + + # - nReps + # The number of times to repeat each kmeans/kmedoids clustering at the same setting. +nReps: 100 + + # - DemandWeight + # Default 1, this is an optional multiplier on demand columns in order to prioritize + # better fits for demand profiles over resource capacity factor profiles. +DemandWeight: 1 + + # - WeightTotal + # Default 8760, the sum to which the relative weights of representative periods will be scaled. +WeightTotal: 8760 + + # - ClusterFuelPrices + # Either 1 (yes) or 0 (no), this indicates whether or not to use the fuel price + # time series in Fuels_data.csv in the clustering process. If 0, this function will still write + # Fuels_data_clustered.csv with reshaped fuel prices based on the number and size of the + # representative weeks, assuming a constant time series of fuel prices with length equal to the + # number of timesteps in the raw input data. +ClusterFuelPrices: 1 + + # - UseExtremePeriods + # Either 'yes' or 'no', this designates whether or not to include + # outliers (by performance or demand/resource extreme) as their own representative periods. + # This setting automatically includes the periods with maximum demand, minimum solar cf and + # minimum wind cf as extreme periods. +UseExtremePeriods: 1 + + # - MultiStageConcatenate + # (Only considered if MultiStage = 1 in genx_settings.yml) + # If 1, this designates that the model should time domain reduce the input data + # of all model stages together. Else if 0, the model will time domain reduce each + # stage separately +MultiStageConcatenate: 0 + +# STILL IN DEVELOPMENT - Currently just uses integral max demand, integral min PV and wind. +# - ExtremePeriods +# Use this to define which periods to be included among the final representative periods +# as "Extreme Periods". +# Select by profile type: demand ("Demand"), solar PV capacity factors ("PV"), and wind capacity factors ("Wind"). +# Select whether to examine these profiles by zone ("Zone") or across the whole system ("System"). +# Select whether to look for absolute max/min at the timestep level ("Absolute") +# or max/min sum across the period ("Integral"). +# Select whether you want the maximum ("Max") or minimum ("Min") (of the prior type) for each profile type. +ExtremePeriods: + Demand: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 1 + Min: 0 + Integral: + Max: 0 + Min: 0 + PV: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + Wind: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/system/Demand_data.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/system/Demand_data.csv new file mode 100644 index 0000000000..8aa3bd4e4c --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/system/Demand_data.csv @@ -0,0 +1,8761 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +50000,1,1,1,2000,1,8760,8760,1,7850,2242,1070 +,2,0.9,0.04,1800,,,,2,7424,2120,1012 +,3,0.55,0.024,1100,,,,3,7107,2029,969 +,4,0.2,0.003,400,,,,4,6947,1984,947 +,,,,,,,,5,6922,1977,944 +,,,,,,,,6,7045,2012,960 +,,,,,,,,7,7307,2087,996 +,,,,,,,,8,7544,2154,1029 +,,,,,,,,9,7946,2269,1083 +,,,,,,,,10,8340,2382,1137 +,,,,,,,,11,8578,2449,1169 +,,,,,,,,12,8666,2474,1181 +,,,,,,,,13,8707,2487,1187 +,,,,,,,,14,8630,2464,1176 +,,,,,,,,15,8544,2440,1165 +,,,,,,,,16,8594,2454,1171 +,,,,,,,,17,9431,2693,1286 +,,,,,,,,18,10225,2920,1394 +,,,,,,,,19,10165,2903,1386 +,,,,,,,,20,9854,2815,1343 +,,,,,,,,21,9490,2710,1294 +,,,,,,,,22,8982,2565,1225 +,,,,,,,,23,8353,2385,1139 +,,,,,,,,24,7648,2184,1042 +,,,,,,,,25,7051,2013,961 +,,,,,,,,26,6689,1910,912 +,,,,,,,,27,6515,1861,888 +,,,,,,,,28,6476,1849,883 +,,,,,,,,29,6618,1890,902 +,,,,,,,,30,6980,1993,951 +,,,,,,,,31,7523,2148,1025 +,,,,,,,,32,7968,2275,1086 +,,,,,,,,33,8513,2431,1161 +,,,,,,,,34,9072,2591,1236 +,,,,,,,,35,9482,2708,1292 +,,,,,,,,36,9650,2755,1316 +,,,,,,,,37,9635,2751,1313 +,,,,,,,,38,9572,2734,1305 +,,,,,,,,39,9542,2725,1301 +,,,,,,,,40,9687,2766,1321 +,,,,,,,,41,10596,3026,1444 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+8751,1,0.3834,1,0.29992196,0.3739,1,0.82728827,1,1,1 +8752,1,0.2594,1,0.255118966,0.2229,1,0.724734783,1,1,1 +8753,1,0.078,1,0.505675673,0.0795,1,0.785910606,1,1,1 +8754,1,0,1,0.899923265,0,1,0.833322525,1,1,1 +8755,1,0,1,0.988318086,0,1,0.7449314,1,1,1 +8756,1,0,1,0.305529714,0,1,0.566415668,1,1,1 +8757,1,0,1,0.445487559,0,1,0.595831871,1,1,1 +8758,1,0,1,0.304045409,0,1,0.735717297,1,1,1 +8759,1,0,1,0.617810786,0,1,0.773955822,1,1,1 +8760,1,0,1,0.652051687,0,1,0.908408403,1,1,1 diff --git a/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/system/Network.csv b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/system/Network.csv new file mode 100644 index 0000000000..a8f28c1ebf --- /dev/null +++ b/example_systems/1_three_zones_asymmetric_bidirectional_zero_positive_another/system/Network.csv @@ -0,0 +1,6 @@ +,Network_zones,Network_Lines,Start_Zone,End_Zone,Asymmetrical,Line_Max_Flow_MW,Line_Max_Flow_MW_Neg,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Loss_Percentage_Neg,Line_Max_Reinforcement_MW,Line_Max_Reinforcement_MW_Neg,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1 +MA,z1,1,1,2,0,2950,2950,MA_to_CT,123.0584,0.0123,0.0123,2950,0,12060,0.95,0,0 +CT,z2,2,1,3,0,2000,2000,MA_to_ME,196.5385,0.01965,0.01965,2000,1000,19261,0.95,0,0 +ME,z3,3,1,2,1,4000,0,MA_to_CT,123.0584,0.012305837,0.12305837,0,0,12075,0.95,0,0 +,,4,1,3,1,800,0,MA_to_ME,196.5385,0.0196538,0.1965384,0,0,19200,0.95,0,0 +,,5,2,3,1,1200,0,CT_to_ME,196.5385,0.019653847,0.19653847,0,0,12000,0.95,0,0 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/README.md b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/README.md new file mode 100644 index 0000000000..934ac3feca --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/README.md @@ -0,0 +1,38 @@ +# Three Zones Multi-Stage + +This is a toy multi-stage example with hourly resolution which contains zones representing Massachusetts, Connecticut, and Maine. It is designed to show how to run multi-stage investment planning models. The ten represented resources include natural gas, solar PV, wind, and lithium-ion battery storage. + +To run the model, first navigate to the example directory: + +- Using a Julia REPL: + +```bash +$ julia +julia> cd("example_systems/6_three_zones_w_multistage/") +``` + +- Using a terminal or command prompt: +```bash +$ cd example_systems/6_three_zones_w_multistage/ +``` + +Next, ensure that your settings in `settings/genx_settings.yml` are correct. The default settings use the solver HiGHS and time domain reduced input data (`TimeDomainReduction: 1`). + +The `settings/multi_stage_settings.yml` file contains settings parameters specific to multi-stage modeling. This example is configured for three model periods (`NumPeriods: 3`) of 10 years in length each (`PeriodLength: 10`). + +Multi-period modeling in GenX requires a separate set of model inputs for each period to be modeled, which are located in the directories `inputs/inputs_p$`, where `$` is the number of the model period. Although separate model periods can have different costs and policy parameters, the resources names and types, specified in each resource `.csv` files (included in the `resources` folder) must be identical across model periods. In addition, multi-stage modeling with a single zone requires an additional input file, `Resource_multistage_data.csv`, also located in the `resources` directory, which contains fields related to resource lifetimes, capital recovery periods, and endogenous retirements. + +A rate-based carbon cap becomes more stringent across the three model periods and for each zone, declining from of 1,000 gCO2 per kWh in the first period, 500 gCO2 per kWh in the second period, and 50 gCO2 per kWh in the third period, as specified in the `policies/CO2_cap.csv` input files in `inputs/inputs_p1`, `inputs/inputs_p2`, and `inputs/inputs_p3` respectively. + +Once the settings are confirmed, run the model with the `Run.jl` script in the example directory: + +- Using a Julia REPL (recommended) +```julia +julia> include("Run.jl") +``` +- Using a terminal or command prompt: +```bash +$ julia Run.jl +``` + +Once the model has completed, results will write to the `results` directory. \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/Run.jl b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/Run.jl new file mode 100644 index 0000000000..b44ca23ec1 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/Run.jl @@ -0,0 +1,3 @@ +using GenX + +run_genx_case!(dirname(@__FILE__)) diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/policies/CO2_cap.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/policies/CO2_cap.csv new file mode 100644 index 0000000000..6667d9f1df --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/policies/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,1,0,0,0.018,0,0 +CT,z2,0,1,0,0,1,0,0,0.025,0 +ME,z3,0,0,1,0,0,1,0,0,0.025 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Resource_multistage_data.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Resource_multistage_data.csv new file mode 100644 index 0000000000..6ba94ae5d7 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Resource_multistage_data.csv @@ -0,0 +1,11 @@ +Resource,WACC,Capital_Recovery_Period,Lifetime,Min_Retired_Cap_MW,Min_Retired_Energy_Cap_MW,Min_Retired_Charge_Cap_MW +MA_natural_gas_combined_cycle,0.039,20,20,0,0,0 +MA_solar_pv,0.017,20,20,0,0,0 +CT_natural_gas_combined_cycle,0.039,20,20,0,0,0 +CT_onshore_wind,0.024,20,20,0,0,0 +CT_solar_pv,0.017,20,20,0,0,0 +ME_natural_gas_combined_cycle,0.039,20,20,0,0,0 +ME_onshore_wind,0.024,20,20,0,0,0 +MA_battery,0.027,20,20,0,0,0 +CT_battery,0.027,20,20,0,0,0 +ME_battery,0.027,20,20,0,0,0 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Storage.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Storage.csv new file mode 100644 index 0000000000..0425507ebe --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MW,Min_Cap_MWh,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_battery,1,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,MA,0 +CT_battery,2,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,CT,0 +ME_battery,3,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,ME,0 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Thermal.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Thermal.csv new file mode 100644 index 0000000000..df3665fe52 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Thermal.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_natural_gas_combined_cycle,1,1,1,1,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,1,1,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,1,1,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Vre.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Vre.csv new file mode 100644 index 0000000000..12d317ff1e --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/resources/Vre.csv @@ -0,0 +1,5 @@ +Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_solar_pv,1,1,1,1,0,-1,0,85300,18760,0,0,0,0,0,MA,1 +CT_onshore_wind,2,1,1,1,0,-1,0,97200,43205,0.1,0,0,0,0,CT,1 +CT_solar_pv,2,1,1,1,0,-1,0,85300,18760,0,0,0,0,0,CT,1 +ME_onshore_wind,3,1,1,1,0,-1,0,97200,43205,0.1,0,0,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/system/Demand_data.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/system/Demand_data.csv new file mode 100644 index 0000000000..8aa3bd4e4c --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/system/Demand_data.csv @@ -0,0 +1,8761 @@ 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+8760,1,0,1,0.652051687,0,1,0.908408403,1,1,1 diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/system/Network.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/system/Network.csv new file mode 100644 index 0000000000..e233912403 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p1/system/Network.csv @@ -0,0 +1,4 @@ +,Network_zones,Network_Lines,Start_Zone,End_Zone,Line_Max_Flow_MW,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Max_Reinforcement_MW,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1,Line_Max_Flow_Possible_MW,WACC,Capital_Recovery_Period +MA,z1,1,1,2,2950,MA_to_CT,123.0584,0.012305837,2950,12060,0.95,0,0,7000,0.062,30 +CT,z2,2,1,3,2000,MA_to_ME,196.5385,0.019653847,2000,19261,0.95,0,0,5000,0.062,30 +ME,z3,,,,,,,,,,,,,,, diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/policies/CO2_cap.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/policies/CO2_cap.csv new file mode 100644 index 0000000000..d992c71d69 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/policies/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,0.5,0,0,0.018,0,0 +CT,z2,0,1,0,0,0.5,0,0,0.025,0 +ME,z3,0,0,1,0,0,0.5,0,0,0.025 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Resource_multistage_data.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Resource_multistage_data.csv new file mode 100644 index 0000000000..6ba94ae5d7 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Resource_multistage_data.csv @@ -0,0 +1,11 @@ +Resource,WACC,Capital_Recovery_Period,Lifetime,Min_Retired_Cap_MW,Min_Retired_Energy_Cap_MW,Min_Retired_Charge_Cap_MW +MA_natural_gas_combined_cycle,0.039,20,20,0,0,0 +MA_solar_pv,0.017,20,20,0,0,0 +CT_natural_gas_combined_cycle,0.039,20,20,0,0,0 +CT_onshore_wind,0.024,20,20,0,0,0 +CT_solar_pv,0.017,20,20,0,0,0 +ME_natural_gas_combined_cycle,0.039,20,20,0,0,0 +ME_onshore_wind,0.024,20,20,0,0,0 +MA_battery,0.027,20,20,0,0,0 +CT_battery,0.027,20,20,0,0,0 +ME_battery,0.027,20,20,0,0,0 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Storage.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Storage.csv new file mode 100644 index 0000000000..0425507ebe --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MW,Min_Cap_MWh,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_battery,1,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,MA,0 +CT_battery,2,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,CT,0 +ME_battery,3,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,ME,0 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Thermal.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Thermal.csv new file mode 100644 index 0000000000..df3665fe52 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Thermal.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_natural_gas_combined_cycle,1,1,1,1,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,1,1,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,1,1,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Vre.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Vre.csv new file mode 100644 index 0000000000..12d317ff1e --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/resources/Vre.csv @@ -0,0 +1,5 @@ +Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_solar_pv,1,1,1,1,0,-1,0,85300,18760,0,0,0,0,0,MA,1 +CT_onshore_wind,2,1,1,1,0,-1,0,97200,43205,0.1,0,0,0,0,CT,1 +CT_solar_pv,2,1,1,1,0,-1,0,85300,18760,0,0,0,0,0,CT,1 +ME_onshore_wind,3,1,1,1,0,-1,0,97200,43205,0.1,0,0,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/system/Demand_data.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/system/Demand_data.csv new file mode 100644 index 0000000000..8aa3bd4e4c --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/system/Demand_data.csv @@ -0,0 +1,8761 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +50000,1,1,1,2000,1,8760,8760,1,7850,2242,1070 +,2,0.9,0.04,1800,,,,2,7424,2120,1012 +,3,0.55,0.024,1100,,,,3,7107,2029,969 +,4,0.2,0.003,400,,,,4,6947,1984,947 +,,,,,,,,5,6922,1977,944 +,,,,,,,,6,7045,2012,960 +,,,,,,,,7,7307,2087,996 +,,,,,,,,8,7544,2154,1029 +,,,,,,,,9,7946,2269,1083 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+8751,1,0.3834,1,0.29992196,0.3739,1,0.82728827,1,1,1 +8752,1,0.2594,1,0.255118966,0.2229,1,0.724734783,1,1,1 +8753,1,0.078,1,0.505675673,0.0795,1,0.785910606,1,1,1 +8754,1,0,1,0.899923265,0,1,0.833322525,1,1,1 +8755,1,0,1,0.988318086,0,1,0.7449314,1,1,1 +8756,1,0,1,0.305529714,0,1,0.566415668,1,1,1 +8757,1,0,1,0.445487559,0,1,0.595831871,1,1,1 +8758,1,0,1,0.304045409,0,1,0.735717297,1,1,1 +8759,1,0,1,0.617810786,0,1,0.773955822,1,1,1 +8760,1,0,1,0.652051687,0,1,0.908408403,1,1,1 diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/system/Network.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/system/Network.csv new file mode 100644 index 0000000000..e233912403 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p2/system/Network.csv @@ -0,0 +1,4 @@ +,Network_zones,Network_Lines,Start_Zone,End_Zone,Line_Max_Flow_MW,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Max_Reinforcement_MW,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1,Line_Max_Flow_Possible_MW,WACC,Capital_Recovery_Period +MA,z1,1,1,2,2950,MA_to_CT,123.0584,0.012305837,2950,12060,0.95,0,0,7000,0.062,30 +CT,z2,2,1,3,2000,MA_to_ME,196.5385,0.019653847,2000,19261,0.95,0,0,5000,0.062,30 +ME,z3,,,,,,,,,,,,,,, diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/policies/CO2_cap.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/policies/CO2_cap.csv new file mode 100644 index 0000000000..fbd59924ee --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/policies/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,0.05,0,0,0.018,0,0 +CT,z2,0,1,0,0,0.05,0,0,0.025,0 +ME,z3,0,0,1,0,0,0.05,0,0,0.025 diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Resource_multistage_data.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Resource_multistage_data.csv new file mode 100644 index 0000000000..6ba94ae5d7 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Resource_multistage_data.csv @@ -0,0 +1,11 @@ +Resource,WACC,Capital_Recovery_Period,Lifetime,Min_Retired_Cap_MW,Min_Retired_Energy_Cap_MW,Min_Retired_Charge_Cap_MW +MA_natural_gas_combined_cycle,0.039,20,20,0,0,0 +MA_solar_pv,0.017,20,20,0,0,0 +CT_natural_gas_combined_cycle,0.039,20,20,0,0,0 +CT_onshore_wind,0.024,20,20,0,0,0 +CT_solar_pv,0.017,20,20,0,0,0 +ME_natural_gas_combined_cycle,0.039,20,20,0,0,0 +ME_onshore_wind,0.024,20,20,0,0,0 +MA_battery,0.027,20,20,0,0,0 +CT_battery,0.027,20,20,0,0,0 +ME_battery,0.027,20,20,0,0,0 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Storage.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Storage.csv new file mode 100644 index 0000000000..0425507ebe --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MW,Min_Cap_MWh,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_battery,1,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,MA,0 +CT_battery,2,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,CT,0 +ME_battery,3,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,ME,0 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Thermal.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Thermal.csv new file mode 100644 index 0000000000..df3665fe52 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Thermal.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_natural_gas_combined_cycle,1,1,1,1,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,1,1,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,1,1,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Vre.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Vre.csv new file mode 100644 index 0000000000..12d317ff1e --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/resources/Vre.csv @@ -0,0 +1,5 @@ +Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_solar_pv,1,1,1,1,0,-1,0,85300,18760,0,0,0,0,0,MA,1 +CT_onshore_wind,2,1,1,1,0,-1,0,97200,43205,0.1,0,0,0,0,CT,1 +CT_solar_pv,2,1,1,1,0,-1,0,85300,18760,0,0,0,0,0,CT,1 +ME_onshore_wind,3,1,1,1,0,-1,0,97200,43205,0.1,0,0,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/system/Demand_data.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/system/Demand_data.csv new file mode 100644 index 0000000000..245c7b4009 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/system/Demand_data.csv @@ -0,0 +1,8761 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +50000,1,1,1,2000,1,8760,8760,1,7850,2242,1070 +,2,0.9,0.04,1800,,,,2,7424,2120,1012 +,3,0.55,0.024,1100,,,,3,7107,2029,969 +,4,0.2,0.003,400,,,,4,6947,1984,947 +,,,,,,,,5,6922,1977,944 +,,,,,,,,6,7045,2012,960 +,,,,,,,,7,7307,2087,996 +,,,,,,,,8,7544,2154,1029 +,,,,,,,,9,7946,2269,1083 +,,,,,,,,10,8340,2382,1137 +,,,,,,,,11,8578,2449,1169 +,,,,,,,,12,8666,2474,1181 +,,,,,,,,13,8707,2487,1187 +,,,,,,,,14,8630,2464,1176 +,,,,,,,,15,8544,2440,1165 +,,,,,,,,16,8594,2454,1171 +,,,,,,,,17,9431,2693,1286 +,,,,,,,,18,10225,2920,1394 +,,,,,,,,19,10165,2903,1386 +,,,,,,,,20,9854,2815,1343 +,,,,,,,,21,9490,2710,1294 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+8760,1,0,1,0.652051687,0,1,0.908408403,1,1,1 diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/system/Network.csv b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/system/Network.csv new file mode 100644 index 0000000000..e233912403 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/inputs/inputs_p3/system/Network.csv @@ -0,0 +1,4 @@ +,Network_zones,Network_Lines,Start_Zone,End_Zone,Line_Max_Flow_MW,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Max_Reinforcement_MW,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1,Line_Max_Flow_Possible_MW,WACC,Capital_Recovery_Period +MA,z1,1,1,2,2950,MA_to_CT,123.0584,0.012305837,2950,12060,0.95,0,0,7000,0.062,30 +CT,z2,2,1,3,2000,MA_to_ME,196.5385,0.019653847,2000,19261,0.95,0,0,5000,0.062,30 +ME,z3,,,,,,,,,,,,,,, diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/clp_settings.yml b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/clp_settings.yml new file mode 100644 index 0000000000..9018c10743 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/clp_settings.yml @@ -0,0 +1,14 @@ +# Clp Solver parameters https://github.com/jump-dev/Clp.jl +# Common solver settings +Feasib_Tol: 1e-5 # Primal/Dual feasibility tolerance +TimeLimit: -1.0 # Terminate after this many seconds have passed. A negative value means no time limit +Pre_Solve: 0 # Set to 1 to disable presolve +Method: 5 # Solution method: dual simplex (0), primal simplex (1), sprint (2), barrier with crossover (3), barrier without crossover (4), automatic (5) + +#Clp-specific solver settings +DualObjectiveLimit: 1e308 # When using dual simplex (where the objective is monotonically changing), terminate when the objective exceeds this limit +MaximumIterations: 2147483647 # Terminate after performing this number of simplex iterations +LogLevel: 1 # Set to 1, 2, 3, or 4 for increasing output. Set to 0 to disable output +InfeasibleReturn: 0 # Set to 1 to return as soon as the problem is found to be infeasible (by default, an infeasibility proof is computed as well) +Scaling: 3 # 0 -off, 1 equilibrium, 2 geometric, 3 auto, 4 dynamic(later) +Perturbation: 100 # switch on perturbation (50), automatic (100), don't try perturbing (102) \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/cplex_settings.yml b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/cplex_settings.yml new file mode 100644 index 0000000000..8d37873eef --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/cplex_settings.yml @@ -0,0 +1,10 @@ +# CPLEX Solver Parameters +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +Pre_Solve: 1 # Controls presolve level. +TimeLimit: 110000 # Limits total time solver. +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +Method: 2 # Algorithm used to solve continuous models (including MIP root relaxation). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +SolutionType: 2 # Solution type for LP or QP. diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/genx_settings.yml b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/genx_settings.yml new file mode 100644 index 0000000000..58256f4102 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/genx_settings.yml @@ -0,0 +1,13 @@ +NetworkExpansion: 1 # Transmission network expansionl; 0 = not active; 1 = active systemwide +Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic +EnergyShareRequirement: 0 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide +CapacityReserveMargin: 0 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide +CO2Cap: 2 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint +StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost) +MinCapReq: 0 # Activate minimum technology carveout constraints; 0 = not active; 1 = active +MaxCapReq: 0 # Activate maximum technology carveout constraints; 0 = not active; 1 = active +ParameterScale: 1 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide +UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering +TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) +MultiStage: 1 # 0 = Single-stage GenX, 1 = Multi-stage GenX +asymmetrical_trans_flow_limit: 1 # Switch to indicate if asymmetrical bidirectional lines are included in the system or not diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/gurobi_settings.yml b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/gurobi_settings.yml new file mode 100644 index 0000000000..6593f70370 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/gurobi_settings.yml @@ -0,0 +1,16 @@ +# Gurobi Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +TimeLimit: 110000 # Limits total time solver. +Pre_Solve: 1 # Controls presolve level. +Method: 4 # Algorithm used to solve continuous models (including MIP root relaxation). + +#Gurobi-specific solver settings +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +Crossover: -1 # Barrier crossver strategy. +PreDual: 0 # Decides whether presolve should pass the primal or dual linear programming problem to the LP optimization algorithm. +AggFill: 10 # Allowed fill during presolve aggregation. +OutputFlag: 0 # Controls Gurobi output.s diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/highs_settings.yml b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/highs_settings.yml new file mode 100644 index 0000000000..7257ed4da6 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/highs_settings.yml @@ -0,0 +1,12 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: choose # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm #HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] + +# run the crossover routine for ipx +# [type: string, advanced: "on", range: {"off", "on"}, default: "off"] +run_crossover: "on" + diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/multi_stage_settings.yml b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/multi_stage_settings.yml new file mode 100644 index 0000000000..945956ea0d --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/multi_stage_settings.yml @@ -0,0 +1,6 @@ +NumStages: 3 # Number of model investment planning stages +StageLengths: [10,10,10] # Length of each model stage (years) +WACC: 0.045 # Weighted average cost of capital +ConvergenceTolerance: 0.01 # Relative optimality gap used for convergence +Myopic: 1 # If using multi-stage GenX, 1 = myopic, 0 = dual dynamic programming +WriteIntermittentOutputs: 0 # If 1, write intermediate outputs to disk \ No newline at end of file diff --git a/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/time_domain_reduction_settings.yml b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/time_domain_reduction_settings.yml new file mode 100644 index 0000000000..4994fbdde4 --- /dev/null +++ b/example_systems/6_three_zones_w_multistage_asymmetric_bidirectional/settings/time_domain_reduction_settings.yml @@ -0,0 +1,150 @@ +##### +# +# TIME DOMAIN REDUCTION SETTINGS +# +# Set parameters here that organize how your full timeseries +# data will be divided into representative period clusters. +# Ensure that time_domain_reduction is set to 1 in GenX_settings.yml +# before running. Run within GenX or use PreCluster.jl to test and +# examine representative period output before proceeding. +# Specify your data input directory as inpath within Run_test.jl +# or PreCluster.jl. +# +##### + + # - TimestepsPerRepPeriod + # Typically 168 timesteps (e.g., hours) per period, this designates + # the length of each representative period. +TimestepsPerRepPeriod: 168 + + # - ClusterMethod + # Either 'kmeans' or 'kmedoids', this designates the method used to cluster + # periods and determine each point's representative period. +ClusterMethod: 'kmeans' + + # - ScalingMethod + # Either 'N' or 'S', this designates directs the module to normalize ([0,1]) + # or standardize (mean 0, variance 1) the input data. +ScalingMethod: "S" + + # - MaxPeriods + # The maximum number of periods - both clustered periods and extreme periods - + # that may be used to represent the input data. If IterativelyAddPeriods is on and the + # error threshold is never met, this will be the total number of periods. +MaxPeriods: 11 + + # - MinPeriods + # The minimum number of periods used to represent the input data. If using + # UseExtremePeriods, this must be at least the number of extreme periods requests. If + # IterativelyAddPeriods if off, this will be the total number of periods. +MinPeriods: 11 + + # - IterativelyAddPeriods + # Either 1 (yes) or 0 (no), this designates whether or not to add periods + # until the error threshold between input data and represented data is met or the maximum + # number of periods is reached. +IterativelyAddPeriods: 0 + + # - IterateMethod + # Either 'cluster' or 'extreme', this designates whether to add clusters to + # the kmeans/kmedoids method or to set aside the worst-fitting periods as a new extreme periods. + # The default option is 'cluster'. +IterateMethod: "cluster" + + # - Threshold + # Iterative period addition will end if the period farthest (Euclidean Distance) + # from its representative period is within this percentage of the total possible error (for normalization) + # or ~95% of the total possible error (for standardization). E.g., for a threshold of 0.01, + # every period must be within 1% of the spread of possible error before the clustering + # iterations will terminate (or until the max number of periods is reached). +Threshold: 0.05 + + # - nReps + # The number of times to repeat each kmeans/kmedoids clustering at the same setting. +nReps: 100 + + # - DemandWeight + # Default 1, this is an optional multiplier on demand columns in order to prioritize + # better fits for demand profiles over resource capacity factor profiles. +DemandWeight: 1 + + # - WeightTotal + # Default 8760, the sum to which the relative weights of representative periods will be scaled. +WeightTotal: 8760 + + # - ClusterFuelPrices + # Either 1 (yes) or 0 (no), this indicates whether or not to use the fuel price + # time series in Fuels_data.csv in the clustering process. If 0, this function will still write + # Fuels_data_clustered.csv with reshaped fuel prices based on the number and size of the + # representative weeks, assuming a constant time series of fuel prices with length equal to the + # number of timesteps in the raw input data. +ClusterFuelPrices: 1 + + # - MultiStageConcatenate + # (Only considered if MultiStage = 1 in genx_settings.yml) + # If 1, this designates that the model should time domain reduce the input data + # of all model stages together. Else if 0, the model will time domain reduce each + # stage separately +MultiStageConcatenate: 0 + + # - UseExtremePeriods + # Either 1 (yes) or 0 (no), this designates whether or not to include + # outliers (by performance or demand/resource extreme) as their own representative periods. + # This setting automatically includes the periods with maximum demand, minimum solar cf and + # minimum wind cf as extreme periods. +UseExtremePeriods: 1 + +# - ExtremePeriods +# Use this to define which periods to be included among the final representative periods +# as "Extreme Periods". +# Select by profile type: demand ("Demand"), solar PV capacity factors ("PV"), and wind capacity factors ("Wind"). +# Select whether to examine these profiles by zone ("Zone") or across the whole system ("System"). +# Select whether to look for absolute max/min at the timestep level ("Absolute") +# or max/min sum across the period ("Integral"). +# Select whether you want the maximum ("Max") or minimum ("Min") (of the prior type) for each profile type. +ExtremePeriods: + Demand: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 1 + Min: 0 + Integral: + Max: 0 + Min: 0 + PV: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + Wind: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 diff --git a/src/configure_settings/configure_settings.jl b/src/configure_settings/configure_settings.jl index 01d4603179..ae5ca3eead 100644 --- a/src/configure_settings/configure_settings.jl +++ b/src/configure_settings/configure_settings.jl @@ -36,7 +36,9 @@ function default_settings() "ResourcePoliciesFolder" => "policy_assignments", "SystemFolder" => "system", "PoliciesFolder" => "policies", - "ObjScale" => 1) + "ObjScale" => 1, + "asymmetrical_trans_flow_limit" => 0 + ) end @doc raw""" diff --git a/src/load_inputs/load_network_data.jl b/src/load_inputs/load_network_data.jl index ac7f2b1c8c..0d02af0123 100644 --- a/src/load_inputs/load_network_data.jl +++ b/src/load_inputs/load_network_data.jl @@ -15,24 +15,59 @@ function load_network_data!(setup::Dict, path::AbstractString, inputs_nw::Dict) # Number of zones in the network Z = length(as_vector(:Network_zones)) inputs_nw["Z"] = Z - # Number of lines in the network L = length(as_vector(:Network_Lines)) inputs_nw["L"] = L + L_asym = 0 # Default number of asymmetrical lines + if setup["asymmetrical_trans_flow_limit"] == 1 + L_asym = length(filtered_vector(network_var, :Asymmetrical, :Network_Lines)) #Number of asymmetrical lines + end + #println("Number of asymmetric lines: $L_asym") + inputs_nw["L_asym"] = L_asym + # Number of symmetric lines in the network + L_sym = L - L_asym + inputs_nw["L_sym"] = L_sym # Topology of the network source-sink matrix inputs_nw["pNet_Map"] = load_network_map(network_var, Z, L) - # Transmission capacity of the network (in MW) - inputs_nw["pTrans_Max"] = to_floats(:Line_Max_Flow_MW) / scale_factor # convert to GW + if setup["asymmetrical_trans_flow_limit"] == 1 + # Topology of the network source-sink matrix with asymmetric bidirectional flow lines + inputs_nw["pNet_Map_asym"] = load_network_map(network_var, Z, L_asym) + end + + # Transmission capacity of the network (in MW) & Maximum possible flow after reinforcement for use in linear segments of piecewise approximation + if setup["asymmetrical_trans_flow_limit"] == 1 + inputs_nw["pTrans_Max_Possible"] = inputs_nw["pTrans_Max"] = convert(Array{Float64}, filtered_vector_sym(network_var, :Asymmetrical, :Line_Max_Flow_MW)) / scale_factor + # Transmission capacity of the network for asymmetrical lines; onward direction (in MW) + inputs_nw["pTrans_Max_Possible_Pos"] = inputs_nw["pTrans_Max_Pos"] = convert(Array{Float64}, filtered_vector(network_var, :Asymmetrical, :Line_Max_Flow_MW))/ scale_factor # convert to GW + # Transmission capacity of the network for asymmetrical lines; return direction(in MW) + inputs_nw["pTrans_Max_Possible_Neg"] = inputs_nw["pTrans_Max_Neg"] = convert(Array{Float64}, filtered_vector(network_var, :Asymmetrical, :Line_Max_Flow_MW_Neg)) / scale_factor # convert to GW + else + inputs_nw["pTrans_Max_Possible"] = inputs_nw["pTrans_Max"] = to_floats(:Line_Max_Flow_MW) / scale_factor # convert to GW + end + + # Transmission line (between zone) loss coefficient (resistance/voltage^2) + inputs_nw["pTrans_Loss_Coef"] = zeros(Float64, L) if setup["Trans_Loss_Segments"] == 1 # Line percentage Loss - valid for case when modeling losses as a fixed percent of absolute value of power flows - inputs_nw["pPercent_Loss"] = to_floats(:Line_Loss_Percentage) + if setup["asymmetrical_trans_flow_limit"] == 1 + inputs_nw["pTrans_Loss_Coef"] = inputs_nw["pPercent_Loss"] = convert(Array{Float64}, filtered_vector_sym(network_var, :Asymmetrical, :Line_Loss_Percentage)) + # Line percentage Loss - valid for case when modeling losses as a fixed percent of absolute value of power flows + inputs_nw["pTrans_Loss_Coef_Pos"] = inputs_nw["pPercent_Loss_Pos"] = convert(Array{Float64}, filtered_vector(network_var, :Asymmetrical, :Line_Loss_Percentage)) + # Line percentage Loss - valid for case when modeling losses as a fixed percent of absolute value of power flows + inputs_nw["pTrans_Loss_Coef_Neg"] = inputs_nw["pPercent_Loss_Neg"] = convert(Array{Float64}, filtered_vector(network_var, :Asymmetrical, :Line_Loss_Percentage_Neg)) + else + inputs_nw["pTrans_Loss_Coef"] = inputs_nw["pPercent_Loss"] = to_floats(:Line_Loss_Percentage) + end elseif setup["Trans_Loss_Segments"] >= 2 # Transmission line voltage (in kV) inputs_nw["kV"] = to_floats(:Line_Voltage_kV) # Transmission line resistance (in Ohms) - Used when modeling quadratic transmission losses inputs_nw["Ohms"] = to_floats(:Line_Resistance_Ohms) + # If zones are connected, loss coefficient is R/V^2 where R is resistance in Ohms and V is voltage in Volts + inputs_nw["pTrans_Loss_Coef"] = (inputs_nw["Ohms"] / 10^6) ./ + (inputs_nw["kV"] / 10^3)^2 * scale_factor # 1/GW *** end ## Inputs for the DC-OPF @@ -54,18 +89,37 @@ function load_network_data!(setup::Dict, path::AbstractString, inputs_nw::Dict) scale_factor end - # Maximum possible flow after reinforcement for use in linear segments of piecewise approximation - inputs_nw["pTrans_Max_Possible"] = inputs_nw["pTrans_Max"] - if setup["NetworkExpansion"] == 1 - # Read between zone network reinforcement costs per peak MW of capacity added - inputs_nw["pC_Line_Reinforcement"] = to_floats(:Line_Reinforcement_Cost_per_MWyr) / - scale_factor # convert to million $/GW/yr with objective function in millions - # Maximum reinforcement allowed in MW - #NOTE: values <0 indicate no expansion possible - inputs_nw["pMax_Line_Reinforcement"] = map(x -> max(0, x), - to_floats(:Line_Max_Reinforcement_MW)) / scale_factor # convert to GW - inputs_nw["pTrans_Max_Possible"] += inputs_nw["pMax_Line_Reinforcement"] + if setup["asymmetrical_trans_flow_limit"] == 1 + # Maximum reinforcement allowed in MW + # Read between zone network reinforcement costs per peak MW of capacity added + inputs_nw["pC_Line_Reinforcement"] = to_floats(:Line_Reinforcement_Cost_per_MWyr) / + scale_factor # convert to million $/GW/yr with objective function in millions + # Maximum reinforcement allowed in MW + #NOTE: values <0 indicate no expansion possible + inputs_nw["pMax_Line_Reinforcement"] = map(x -> max(0, x), + convert(Array{Float64}, filtered_vector_sym(network_var, :Asymmetrical, :Line_Max_Reinforcement_MW))) / scale_factor # convert to GW + inputs_nw["pTrans_Max_Possible"] += inputs_nw["pMax_Line_Reinforcement"] + #NOTE: values <0 indicate no expansion possible + inputs_nw["pMax_Line_Reinforcement_Pos"] = map(x -> max(0, x), + convert(Array{Float64}, filtered_vector(network_var, :Asymmetrical, :Line_Max_Reinforcement_MW))) / scale_factor # convert to GW + inputs_nw["pTrans_Max_Possible_Pos"] += inputs_nw["pMax_Line_Reinforcement_Pos"] + + # Maximum reinforcement allowed in MW + #NOTE: values <0 indicate no expansion possible + inputs_nw["pMax_Line_Reinforcement_Neg"] = map(x -> max(0, x), + convert(Array{Float64}, filtered_vector(network_var, :Asymmetrical, :Line_Max_Reinforcement_MW_Neg))) / scale_factor # convert to GW + inputs_nw["pTrans_Max_Possible_Neg"] += inputs_nw["pMax_Line_Reinforcement_Neg"] + else + # Read between zone network reinforcement costs per peak MW of capacity added + inputs_nw["pC_Line_Reinforcement"] = to_floats(:Line_Reinforcement_Cost_per_MWyr) / + scale_factor # convert to million $/GW/yr with objective function in millions + # Maximum reinforcement allowed in MW + #NOTE: values <0 indicate no expansion possible + inputs_nw["pMax_Line_Reinforcement"] = map(x -> max(0, x), + to_floats(:Line_Max_Reinforcement_MW)) / scale_factor # convert to GW + inputs_nw["pTrans_Max_Possible"] += inputs_nw["pMax_Line_Reinforcement"] + end end # Multi-Stage @@ -77,28 +131,36 @@ function load_network_data!(setup::Dict, path::AbstractString, inputs_nw::Dict) end # Max Flow Possible on Each Line - inputs_nw["pLine_Max_Flow_Possible_MW"] = to_floats(:Line_Max_Flow_Possible_MW) / + if setup["asymmetrical_trans_flow_limit"] == 1 + inputs_nw["pLine_Max_Flow_Possible_MW_Pos"] = to_floats(:Line_Max_Flow_Possible_MW_Pos) / + scale_factor # Convert to GW + inputs_nw["pLine_Max_Flow_Possible_MW_Neg"] = to_floats(:Line_Max_Flow_Possible_MW_Neg) / + scale_factor # Convert to GW + else + inputs_nw["pLine_Max_Flow_Possible_MW"] = to_floats(:Line_Max_Flow_Possible_MW) / scale_factor # Convert to GW - end - - # Transmission line (between zone) loss coefficient (resistance/voltage^2) - inputs_nw["pTrans_Loss_Coef"] = zeros(Float64, L) - if setup["Trans_Loss_Segments"] == 1 - inputs_nw["pTrans_Loss_Coef"] = inputs_nw["pPercent_Loss"] - elseif setup["Trans_Loss_Segments"] >= 2 - # If zones are connected, loss coefficient is R/V^2 where R is resistance in Ohms and V is voltage in Volts - inputs_nw["pTrans_Loss_Coef"] = (inputs_nw["Ohms"] / 10^6) ./ - (inputs_nw["kV"] / 10^3)^2 * scale_factor # 1/GW *** + end end ## Sets and indices for transmission losses and expansion inputs_nw["TRANS_LOSS_SEGS"] = setup["Trans_Loss_Segments"] # Number of segments used in piecewise linear approximations quadratic loss functions - inputs_nw["LOSS_LINES"] = findall(inputs_nw["pTrans_Loss_Coef"] .!= 0) # Lines for which loss coefficients apply (are non-zero); + if setup["asymmetrical_trans_flow_limit"] == 1 + inputs_nw["LOSS_LINES_SYM"] = findall(inputs_nw["pTrans_Loss_Coef"] .!= 0) # Lines for which loss coefficients apply (are non-zero); + inputs_nw["LOSS_LINES_ASYM"] = findall((inputs_nw["pTrans_Loss_Coef_Pos"] .!= 0) .| (inputs_nw["pTrans_Loss_Coef_Neg"] .!= 0)) # Lines for which loss coefficients apply (are non-zero); + else + inputs_nw["LOSS_LINES"] = findall(inputs_nw["pTrans_Loss_Coef"] .!= 0) # Lines for which loss coefficients apply (are non-zero); + end if setup["NetworkExpansion"] == 1 # Network lines and zones that are expandable have non-negative maximum reinforcement inputs - inputs_nw["EXPANSION_LINES"] = findall(inputs_nw["pMax_Line_Reinforcement"] .>= 0) - inputs_nw["NO_EXPANSION_LINES"] = findall(inputs_nw["pMax_Line_Reinforcement"] .< 0) + if setup["asymmetrical_trans_flow_limit"] == 1 + inputs_nw["EXPANSION_LINES"] = findall(inputs_nw["pMax_Line_Reinforcement"] .>= 0) + inputs_nw["EXPANSION_LINES_ASYM"] = findall((inputs_nw["pMax_Line_Reinforcement_Pos"] .> 0) .| (inputs_nw["pMax_Line_Reinforcement_Neg"] .> 0)) + inputs_nw["NO_EXPANSION_LINES_ASYM"] = findall((inputs_nw["pMax_Line_Reinforcement_Pos"] .<= 0) .& (inputs_nw["pMax_Line_Reinforcement_Neg"] .<= 0)) + else + inputs_nw["EXPANSION_LINES"] = findall(inputs_nw["pMax_Line_Reinforcement"] .>= 0) + inputs_nw["NO_EXPANSION_LINES"] = findall(inputs_nw["pMax_Line_Reinforcement"] .< 0) + end end println(filename * " Successfully Read!") @@ -181,3 +243,13 @@ function network_map_matrix_format_deprecation_warning() 3, 2, 3, """ maxlog=1 end + +function filtered_vector(df::DataFrame, condition_col::Symbol, data_col::Symbol) + filtered_df = df[df[!,condition_col] .== 1, :] + return collect(skipmissing(filtered_df[!, data_col])) +end + +function filtered_vector_sym(df::DataFrame, condition_col::Symbol, data_col::Symbol) + filtered_df = df[df[!,condition_col] .== 0, :] + return collect(skipmissing(filtered_df[!, data_col])) +end \ No newline at end of file diff --git a/src/model/core/transmission/investment_transmission.jl b/src/model/core/transmission/investment_transmission.jl index f80b898e9a..e6b00721d1 100644 --- a/src/model/core/transmission/investment_transmission.jl +++ b/src/model/core/transmission/investment_transmission.jl @@ -1,16 +1,37 @@ @doc raw""" investment_transmission!(EP::Model, inputs::Dict, setup::Dict) -This function model transmission expansion and adds transmission reinforcement or construction costs to the objective function. Transmission reinforcement costs are equal to the sum across all lines of the product between the transmission reinforcement/construction cost, $\pi^{TCAP}_{l}$, times the additional transmission capacity variable, $\bigtriangleup\varphi^{cap}_{l}$. + +This function model transmission expansion and adds transmission reinforcement or construction costs to the objective function. Transmission reinforcement costs are equal to the sum across all lines of the product between the transmission reinforcement/construction cost, $pi^{TCAP}_{l}$, times the additional transmission capacity variable, $\bigtriangleup\varphi^{cap}_{l}$. +For asymmetric bidirectional flows, the reinforcement costs are equal to the sum across all lines of the product between the transmission reinforcement/construction costs for the onward and return directions, $pi^{TCAP+}_{l}$ and $pi^{TCAP-}_{l}$, respectively, times the additional transmission capacity variables, $\bigtriangleup\varphi^{cap+}_{l}$ and $\bigtriangleup\varphi^{cap-}_{l}$ + ```math \begin{aligned} & \sum_{l \in \mathcal{L}}\left(\pi^{TCAP}_{l} \times \bigtriangleup\varphi^{cap}_{l}\right) \end{aligned} ``` +For asymmetric bidirectional lines + +```math +\begin{aligned} + & \sum_{l \in \mathcal{L_{asym}}}\left(\pi^{TCAP+}_{l} \times \bigtriangleup\varphi^{cap+}_{l}\right) +\end{aligned} +``` + +and + +```math +\begin{aligned} + & \sum_{l \in \mathcal{L_{asym}}}\left(\pi^{TCAP-}_{l} \times \bigtriangleup\varphi^{cap-}_{l}\right) +\end{aligned} +``` + Note that fixed O\&M and replacement capital costs (depreciation) for existing transmission capacity is treated as a sunk cost and not included explicitly in the GenX objective function. **Accounting for Transmission Between Zones** -Available transmission capacity between zones is set equal to the existing line's maximum power transfer capacity, $\overline{\varphi^{cap}_{l}}$, plus any transmission capacity added on that line (for lines eligible for expansion in the set $\mathcal{E}$). +Available transmission capacity between zones is set equal to the existing line's maximum power transfer capacity, $\overline{\varphi^{cap}_{l}}$ ($\overline{\varphi^{cap+}_{l}}$ +and $\overline{\varphi^{cap-}_{l}}$ for positive and negative directions, respectively, for asymmetrical lines), plus any transmission capacity added on that line (for lines eligible for expansion in the set $\mathcal{E}$). + ```math \begin{aligned} &\varphi^{cap}_{l} = \overline{\varphi^{cap}_{l}} , &\quad \forall l \in (\mathcal{L} \setminus \mathcal{E} ),\forall t \in \mathcal{T}\\ @@ -18,7 +39,9 @@ Available transmission capacity between zones is set equal to the existing line' &\varphi^{cap}_{l} = \overline{\varphi^{cap}_{l}} + \bigtriangleup\varphi^{cap}_{l} , &\quad \forall l \in \mathcal{E},\forall t \in \mathcal{T} \end{aligned} ``` -The additional transmission capacity, $\bigtriangleup\varphi^{cap}_{l} $, is constrained by a maximum allowed reinforcement, $\overline{\bigtriangleup\varphi^{cap}_{l}}$, for each line $l \in \mathcal{E}$. +The additional transmission capacity, $\bigtriangleup\varphi^{cap}_{l} $ ($\bigtriangleup\varphi^{cap+}_{l} $ and $\bigtriangleup\varphi^{cap-}_{l} $ respectively for asymmetric lines), +is constrained by a maximum allowed reinforcement, $\overline{\bigtriangleup\varphi^{cap}_{l}}$ ($\overline{\bigtriangleup\varphi^{cap+}_{l}}$ +and $\overline{\bigtriangleup\varphi^{cap-}_{l}}$ respectively for asymmetric lines), for each line $l \in \mathcal{E}$. ```math \begin{aligned} & \bigtriangleup\varphi^{cap}_{l} \leq \overline{\bigtriangleup\varphi^{cap}_{l}}, &\quad \forall l \in \mathcal{E} @@ -28,54 +51,129 @@ The additional transmission capacity, $\bigtriangleup\varphi^{cap}_{l} $, is con function investment_transmission!(EP::Model, inputs::Dict, setup::Dict) println("Investment Transmission Module") - L = inputs["L"] # Number of transmission lines + + # Number of lines in the network + L_sym = inputs["L_sym"] + L_asym = 0 #Default number of asymmetrical lines + if setup["asymmetrical_trans_flow_limit"] == 1 + L_asym = inputs["L_asym"] #Number of transmission lines with different capacities in two directions + end + L = L_sym + L_asym + NetworkExpansion = setup["NetworkExpansion"] MultiStage = setup["MultiStage"] if NetworkExpansion == 1 # Network lines and zones that are expandable have non-negative maximum reinforcement inputs - EXPANSION_LINES = inputs["EXPANSION_LINES"] + if setup["asymmetrical_trans_flow_limit"] == 1 + EXPANSION_LINES_ASYM = inputs["EXPANSION_LINES_ASYM"] + EXPANSION_LINES = inputs["EXPANSION_LINES"] + else + EXPANSION_LINES = inputs["EXPANSION_LINES"] + end end ### Variables ### if MultiStage == 1 - @variable(EP, vTRANSMAX[l = 1:L]>=0) + if setup["asymmetrical_trans_flow_limit"] == 1 + @variable(EP, vTRANSMAX[l = 1:L_sym]>=0) + @variable(EP, vTRANSMAX_Pos[l = 1:L_asym]>=0) + @variable(EP, vTRANSMAX_Neg[l = 1:L_asym]>=0) + else + @variable(EP, vTRANSMAX[l = 1:L]>=0) + end end if NetworkExpansion == 1 # Transmission network capacity reinforcements per line - @variable(EP, vNEW_TRANS_CAP[l in EXPANSION_LINES]>=0) + + if setup["asymmetrical_trans_flow_limit"] == 1 + @variable(EP, vNEW_TRANS_CAP_Pos[l in EXPANSION_LINES_ASYM]>=0) + @variable(EP, vNEW_TRANS_CAP_Neg[l in EXPANSION_LINES_ASYM]>=0) + @variable(EP, vNEW_TRANS_CAP[l in EXPANSION_LINES]>=0) + else + @variable(EP, vNEW_TRANS_CAP[l in EXPANSION_LINES]>=0) + end end ### Expressions ### if MultiStage == 1 - @expression(EP, eTransMax[l = 1:L], vTRANSMAX[l]) + if setup["asymmetrical_trans_flow_limit"] == 1 + @expression(EP, eTransMax[l = 1:L_sym], vTRANSMAX[l]) + @expression(EP, eTransMax_Pos[l = 1:L_asym], vTRANSMAX_Pos[l]) + @expression(EP, eTransMax_Neg[l = 1:L_asym], vTRANSMAX_Neg[l]) + else + @expression(EP, eTransMax[l = 1:L], vTRANSMAX[l]) + end else - @expression(EP, eTransMax[l = 1:L], inputs["pTrans_Max"][l]) + if setup["asymmetrical_trans_flow_limit"] == 1 + @expression(EP, eTransMax_Pos[l = 1:L_asym], inputs["pTrans_Max_Pos"][l]) + @expression(EP, eTransMax_Neg[l = 1:L_asym], inputs["pTrans_Max_Neg"][l]) + @expression(EP, eTransMax[l = 1:L_sym], inputs["pTrans_Max"][l]) + else + @expression(EP, eTransMax[l = 1:L], inputs["pTrans_Max"][l]) + end end ## Transmission power flow and loss related expressions: # Total availabile maximum transmission capacity is the sum of existing maximum transmission capacity plus new transmission capacity - if NetworkExpansion == 1 - @expression(EP, eAvail_Trans_Cap[l = 1:L], - if l in EXPANSION_LINES - eTransMax[l] + vNEW_TRANS_CAP[l] - else - eTransMax[l] - end) + if setup["asymmetrical_trans_flow_limit"] ==1 + if NetworkExpansion == 1 + @expression(EP, eAvail_Trans_Cap[l = 1:L_sym], + if l in EXPANSION_LINES + eTransMax[l] + vNEW_TRANS_CAP[l] + else + eTransMax[l] + end) + @expression(EP, eAvail_Trans_Cap_Pos[l = 1:L_asym], + if l in EXPANSION_LINES_ASYM + eTransMax_Pos[l] + vNEW_TRANS_CAP_Pos[l] + else + eTransMax_Pos[l] + end) + @expression(EP, eAvail_Trans_Cap_Neg[l = 1:L_asym], + if l in EXPANSION_LINES_ASYM + eTransMax_Neg[l] + vNEW_TRANS_CAP_Neg[l] + else + eTransMax_Neg[l] + end) + else + @expression(EP, eAvail_Trans_Cap[l = 1:L_sym], eTransMax[l]) + @expression(EP, eAvail_Trans_Cap_Pos[l = 1:L_asym], eTransMax_Pos[l]) + @expression(EP, eAvail_Trans_Cap_Neg[l = 1:L_asym], eTransMax_Neg[l]) + end else - @expression(EP, eAvail_Trans_Cap[l = 1:L], eTransMax[l]) + if NetworkExpansion == 1 + @expression(EP, eAvail_Trans_Cap[l = 1:L], + if l in EXPANSION_LINES + eTransMax[l] + vNEW_TRANS_CAP[l] + else + eTransMax[l] + end) + else + @expression(EP, eAvail_Trans_Cap[l = 1:L], eTransMax[l]) + end end - ## Objective Function Expressions ## if NetworkExpansion == 1 @expression(EP, eTotalCNetworkExp, - sum(vNEW_TRANS_CAP[l] * inputs["pC_Line_Reinforcement"][l] - for l in EXPANSION_LINES)) + if setup["asymmetrical_trans_flow_limit"] == 1 + sum(vNEW_TRANS_CAP[l] * inputs["pC_Line_Reinforcement"][l] + for l in EXPANSION_LINES; + init = 0)+sum(vNEW_TRANS_CAP_Pos[l] * inputs["pC_Line_Reinforcement"][l] + for l in EXPANSION_LINES_ASYM; + init = 0)+sum(vNEW_TRANS_CAP_Neg[l] * inputs["pC_Line_Reinforcement"][l] + for l in EXPANSION_LINES_ASYM; + init = 0) + else + sum(vNEW_TRANS_CAP[l] * inputs["pC_Line_Reinforcement"][l] + for l in EXPANSION_LINES; + init = 0) + end) if MultiStage == 1 # OPEX multiplier to count multiple years between two model stages @@ -93,7 +191,13 @@ function investment_transmission!(EP::Model, inputs::Dict, setup::Dict) if MultiStage == 1 # Linking constraint for existing transmission capacity - @constraint(EP, cExistingTransCap[l = 1:L], vTRANSMAX[l]==inputs["pTrans_Max"][l]) + if setup["asymmetrical_trans_flow_limit"] == 1 + @constraint(EP, cExistingTransCap[l = 1:L_sym], vTRANSMAX[l]==inputs["pTrans_Max"][l]) + @constraint(EP, cExistingTransCapPos[l = 1:L_asym], vTRANSMAX_Pos[l]==inputs["pTrans_Max_Pos"][l]) + @constraint(EP, cExistingTransCapNeg[l = 1:L_asym], vTRANSMAX_Neg[l]==inputs["pTrans_Max_Neg"][l]) + else + @constraint(EP, cExistingTransCap[l = 1:L], vTRANSMAX[l]==inputs["pTrans_Max"][l]) + end end # If network expansion is used: @@ -101,15 +205,39 @@ function investment_transmission!(EP::Model, inputs::Dict, setup::Dict) # Transmission network related power flow and capacity constraints if MultiStage == 1 # Constrain maximum possible flow for lines eligible for expansion regardless of previous expansions - @constraint(EP, - cMaxFlowPossible[l in EXPANSION_LINES], - eAvail_Trans_Cap[l]<=inputs["pTrans_Max_Possible"][l]) + if setup["asymmetrical_trans_flow_limit"] == 1 + @constraint(EP, + cMaxFlowPossible[l in EXPANSION_LINES], + eAvail_Trans_Cap[l]<=inputs["pTrans_Max_Possible"][l]) + @constraint(EP, + cMaxFlowPossible_Pos[l in EXPANSION_LINES_ASYM], + eAvail_Trans_Cap_Pos[l]<=inputs["pTrans_Max_Possible_Pos"][l]) + @constraint(EP, + cMaxFlowPossible_Neg[l in EXPANSION_LINES_ASYM], + eAvail_Trans_Cap_Neg[l]<=inputs["pTrans_Max_Possible_Neg"][l]) + else + @constraint(EP, + cMaxFlowPossible[l in EXPANSION_LINES], + eAvail_Trans_Cap[l]<=inputs["pTrans_Max_Possible"][l]) + end end # Constrain maximum single-stage line capacity reinforcement for lines eligible for expansion - @constraint(EP, - cMaxLineReinforcement[l in EXPANSION_LINES], - vNEW_TRANS_CAP[l]<=inputs["pMax_Line_Reinforcement"][l]) + if setup["asymmetrical_trans_flow_limit"] == 1 + @constraint(EP, + cMaxLineReinforcement[l in EXPANSION_LINES], + vNEW_TRANS_CAP[l]<=inputs["pMax_Line_Reinforcement"][l]) + @constraint(EP, + cMaxLineReinforcement_Pos[l in EXPANSION_LINES_ASYM], + vNEW_TRANS_CAP_Pos[l]<=inputs["pMax_Line_Reinforcement_Pos"][l]) + @constraint(EP, + cMaxLineReinforcement_Neg[l in EXPANSION_LINES_ASYM], + vNEW_TRANS_CAP_Neg[l]<=inputs["pMax_Line_Reinforcement_Neg"][l]) + else + @constraint(EP, + cMaxLineReinforcement[l in EXPANSION_LINES], + vNEW_TRANS_CAP[l]<=inputs["pMax_Line_Reinforcement"][l]) + end end #END network expansion contraints -end +end \ No newline at end of file diff --git a/src/model/core/transmission/transmission.jl b/src/model/core/transmission/transmission.jl index 4020c8ea2e..f95d519082 100644 --- a/src/model/core/transmission/transmission.jl +++ b/src/model/core/transmission/transmission.jl @@ -1,6 +1,7 @@ @doc raw""" transmission!(EP::Model, inputs::Dict, setup::Dict) -This function establishes decisions, expressions, and constraints related to transmission power flows between model zones and associated transmission losses (if modeled). +This function establishes decisions, expressions, and constraints related to transmission power flows between model zones and associated transmission +losses (if modeled). Power flow and transmission loss terms are also added to the power balance constraint for each zone: ```math @@ -8,15 +9,33 @@ Power flow and transmission loss terms are also added to the power balance const & - \sum_{l\in \mathcal{L}}{(\varphi^{map}_{l,z} \times \Phi_{l,t})} - \frac{1}{2} \sum_{l\in \mathcal{L}}{(\varphi^{map}_{l,z} \times \beta_{l,t}(\cdot))} \end{aligned} ``` -Power flows, $\Phi_{l,t}$, on each line $l$ into or out of a zone (defined by the network map $\varphi^{map}_{l,z}$), are considered in the demand balance equation for each zone. By definition, power flows leaving their reference zone are positive, thus the minus sign is used for this term. Losses due to power flows increase demand, and one-half of losses across a line linking two zones are attributed to each connected zone. The losses function $\beta_{l,t}(\cdot)$ will depend on the configuration used to model losses (see below). +Power flows, $\Phi_{l,t}$, on each line $l$ into or out of a zone (defined by the network map $\varphi^{map}_{l,z}$), are considered in the demand balance +equation for each zone. By definition, power flows leaving their reference zone are positive, thus the minus sign is used for this term. +Losses due to power flows increase demand, and one-half of losses across a line linking two zones are attributed to each connected zone. +The losses function $\beta_{l,t}(\cdot)$ will depend on the configuration used to model losses (see below). + **Accounting for Transmission Between Zones** -Power flow, $\Phi_{l,t}$, on each line (or more likely a `path' aggregating flows across multiple parallel lines) is constrained to be less than or equal to the line's power transfer capacity, $\varphi^{cap}_{l}$, plus any transmission capacity added on that line (for lines eligible for expansion in the set $\mathcal{E}$). The additional transmission capacity, $\bigtriangleup\varphi^{cap}_{l} $, is constrained by a maximum allowed reinforcement, $\overline{\bigtriangleup\varphi^{cap}_{l}}$, for each line $l \in \mathcal{E}$. +Power flow, $\Phi_{l,t}$, on each line (or more likely a `path' aggregating flows across multiple parallel lines) is constrained to be less than or +equal to the line's power transfer capacity, $\varphi^{cap}_{l}$, plus any transmission capacity added on that line (for lines eligible for expansion +in the set $\mathcal{E}$). The additional transmission capacity, $\bigtriangleup\varphi^{cap}_{l} $, is constrained by a maximum allowed +reinforcement, $\overline{\bigtriangleup\varphi^{cap}_{l}}$, for each line $l \in \mathcal{E}$. For asymmetric bidirectional lines, the capacity added +in the two directions are considered separately and are denoted as $\varphi^{cap}_{l}^{+}$ and $\varphi^{cap}_{l}^{-}$, respectively, plus any any transmission +capacity added, denoted by $\bigtriangleup\varphi^{cap}_{l}^{+}$ and $\bigtriangleup\varphi^{cap}_{l}^{-}$, respectively. ```math \begin{aligned} % trasmission constraints &-\varphi^{cap}_{l} \leq \Phi_{l,t} \leq \varphi^{cap}_{l} , &\quad \forall l \in \mathcal{L},\forall t \in \mathcal{T}\\ \end{aligned} ``` + +**Accounting for Transmission Between Zones with Asymmetrical Flow Limits** +```math +\begin{aligned} + % trasmission constraints + &-\varphi^{cap}_{l}^{-} \leq \Phi_{l,t} \leq \varphi^{cap}_{l}^{+} , &\quad \forall l \in \mathcal{L_{asym}},\forall t \in \mathcal{T}\\ +\end{aligned} +``` + **Accounting for Transmission Losses** Transmission losses due to power flows can be accounted for in three different ways. The first option is to neglect losses entirely, setting the value of the losses function to zero for all lines at all hours. The second option is to assume that losses are a fixed percentage, $\varphi^{loss}_{l}$, of the magnitude of power flow on each line, $\mid \Phi_{l,t} \mid$ (e.g., losses are a linear function of power flows). Finally, the third option is to calculate losses, $\ell_{l,t}$, by approximating a quadratic-loss function of power flow across the line using a piecewise-linear function with total number of segments equal to the size of the set $\mathcal{M}$. ```math @@ -25,13 +44,25 @@ Transmission losses due to power flows can be accounted for in three different w & \beta_{l,t}(\cdot) = \begin{cases} 0 & \text{if~} \text{losses.~0} \\ \\ \varphi^{loss}_{l}\times \mid \Phi_{l,t} \mid & \text{if~} \text{losses.~1} \\ \\ \ell_{l,t} &\text{if~} \text{losses.~2} \end{cases}, &\quad \forall l \in \mathcal{L},\forall t \in \mathcal{T} \end{aligned} ``` -For the second option, an absolute value approximation is utilized to calculate the magnitude of the power flow on each line (reflecting the fact that negative power flows for a line linking nodes $i$ and $j$ represents flows from node $j$ to $i$ and causes the same magnitude of losses as an equal power flow from $i$ to $j$). This absolute value function is linearized such that the flow in the line must be equal to the subtraction of the auxiliary variable for flow in the positive direction, $\Phi^{+}_{l,t}$, and the auxiliary variable for flow in the negative direction, $\Phi^{-}_{l,t}$, of the line. Then, the magnitude of the flow is calculated as the sum of the two auxiliary variables. The sum of positive and negative directional flows are also constrained by the line flow capacity. + +In the above, when accounting for asymmetrical lines + +```math +\begin{aligned} +%configurable losses formulation + & \beta_{l,t}(\cdot) = \begin{cases} 0 & \text{if~} \text{losses.~0} \\ \\ \varphi^{loss (+)}_{l} \times \Phi^{+}_{l,t} + \varphi^{loss (-)}_{l} \times \Phi^{-}_{l,t} & \text{if~} \text{losses.~1} \\ \\ \ell^{+}_{l,t}, \ell^{+}_{l,t}, &\text{if~} \text{losses.~2} \end{cases}, &\quad \forall l \in \mathcal{L},\forall t \in \mathcal{T} +\end{aligned} +``` + +For the second option, an absolute value approximation is utilized to calculate the magnitude of the power flow on each line (reflecting the fact that negative power flows for a line linking nodes $i$ and $j$ represents flows from node $j$ to $i$ and causes the same magnitude of losses as an equal power flow from $i$ to $j$). This absolute value function is linearized such that the flow in the line must be equal to the subtraction of the auxiliary variable for flow in the positive direction, $\Phi^{+}_{l,t}$, and the auxiliary variable for flow in the negative direction, $\Phi^{+}_{l,t}$, of the line. Then, the magnitude of the flow is calculated as the sum of the two auxiliary variables. The sum of positive and negative directional flows are also constrained by the line flow capacity. + ```math \begin{aligned} % trasmission losses simple &\Phi_{l,t} = \Phi^{+}_{l,t} - \Phi^{-}_{l,t}, &\quad \forall l \in \mathcal{L}, \forall t \in \mathcal{T}\\ &\mid \Phi_{l,t} \mid = \Phi^{+}_{l,t} + \Phi^{-}_{l,t}, &\quad \forall l \in \mathcal{L}, \forall t \in \mathcal{T}\\ - &\Phi^{+}_{l,t} + \Phi^{-}_{l,t} \leq \varphi^{cap}_{l}, &\quad \forall l \in \mathcal{L}, \forall t \in \mathcal{T} + &\Phi^{+}_{l,t} + \Phi^{-}_{l,t} \leq \varphi^{cap}_{l}, &\quad \forall l \in \mathcal{L}, \forall t \in \mathcal{T}\\ + &\Phi^{+}_{l,t} + \Phi^{-}_{l,t} \leq \text{min}(\varphi^{cap(+)}_{l}, \varphi^{cap(-)}_{l}) &\quad \forall l \in \mathcal{L_{asym}}, \forall t \in \mathcal{T} \end{aligned} ``` If discrete unit commitment decisions are modeled, ``phantom losses'' can be observed wherein the auxiliary variables for flows in both directions ($\Phi^{+}_{l,t}$ and $\Phi^{-}_{l,t}$) are both increased to produce increased losses so as to avoid cycling a thermal generator and incurring start-up costs or opportunity costs related to minimum down times. This unrealistic behavior can be eliminated via inclusion of additional constraints and a set of auxiliary binary variables, $ON^{+}_{l,t} \in {0,1} \forall l \in \mathcal{L}$. Then the following additional constraints are created: @@ -49,7 +80,8 @@ where $TransON^{+}_{l,t}$ is a continuous variable, representing the product of TransON^{+}_{l,t} \geq \varphi^{cap}_{l} - (\overline{\varphi^{cap}_{l}} + \overline{\bigtriangleup\varphi^{cap}_{l}}) \times(1- TransON^{+}_{l,t}), &\quad \forall l \in \mathcal{L}, \forall t \in \mathcal{T} \\ \end{aligned} ``` -These constraints permit only the positive or negative auxiliary flow variables to be non-zero at a given time period, not both. +These constraints permit only the positive or negative auxiliary flow variables to be non-zero at a given time period, not both. In case of asymmetric lines, +there will be two sets of the equations written above, one set for ech direction, with corresponding auxiliary variables and directional transmission flow limits. For the third option, losses are calculated as a piecewise-linear approximation of a quadratic function of power flows. In order to do this, we represent the absolute value of the line flow variable by the sum of positive stepwise flow variables $(\mathcal{S}^{+}_{m,l,t}, \mathcal{S}^{-}_{m,l,t})$, associated with each partition of line losses computed using the corresponding linear expressions. This can be understood as a segmentwise linear fitting (or first order approximation) of the quadratic losses function. The first constraint below computes the losses a the accumulated sum of losses for each linear stepwise segment of the approximated quadratic function, including both positive domain and negative domain segments. A second constraint ensures that the stepwise variables do not exceed the maximum size per segment. The slope and maximum size for each segment are calculated as per the method in \cite{Zhang2013}. ```math \begin{aligned} @@ -82,12 +114,19 @@ As with losses option 2, this segment-wise approximation of a quadratic loss fun &\mathcal{S}^{-}_{0,l,t} \leq \varphi^{max}_{l} \times (1- ON^{-}_{1,l,t}), &\quad \forall l \in \mathcal{L}, \forall t \in \mathcal{T} \end{aligned} ``` +As before, for asymmetric lines, there will be two sets of the above constraints for each direction. """ function transmission!(EP::Model, inputs::Dict, setup::Dict) println("Transmission Module") T = inputs["T"] # Number of time steps (hours) Z = inputs["Z"] # Number of zones - L = inputs["L"] # Number of transmission lines + L_sym = inputs["L_sym"] # Number of transmission lines with symmetrical bidirectional flow + L_asym = 0 #Default number of asymmetrical lines + # Number of lines in the network + if setup["asymmetrical_trans_flow_limit"] == 1 + L_asym = inputs["L_asym"] #Number of transmission lines with different capacities in two directions + end + L = L_sym + L_asym UCommit = setup["UCommit"] CapacityReserveMargin = setup["CapacityReserveMargin"] @@ -96,41 +135,100 @@ function transmission!(EP::Model, inputs::Dict, setup::Dict) ## sets and indices for transmission losses TRANS_LOSS_SEGS = inputs["TRANS_LOSS_SEGS"] # Number of segments used in piecewise linear approximations quadratic loss functions - can only take values of TRANS_LOSS_SEGS =1, 2 - LOSS_LINES = inputs["LOSS_LINES"] # Lines for which loss coefficients apply (are non-zero); - + if setup["asymmetrical_trans_flow_limit"] == 1 + LOSS_LINES_ASYM = inputs["LOSS_LINES_ASYM"] # Lines for which loss coefficients apply (are non-zero); + LOSS_LINES_SYM = inputs["LOSS_LINES_SYM"] + else + LOSS_LINES = inputs["LOSS_LINES"] # Lines for which loss coefficients apply (are non-zero); + end + #= + if setup["asymmetrical_trans_flow_limit"] == 0 + inputs["pPercent_Loss_Pos"] = inputs["pPercent_Loss_Neg"] = inputs["pPercent_Loss"] + inputs["pTrans_Max_Possible_Pos"] = inputs["pTrans_Max_Possible_Neg"] = inputs["pTrans_Max_Possible"] + inputs["pTrans_Loss_Coef_Pos"] = inputs["pTrans_Loss_Coef_Neg"] = inputs["pTrans_Loss_Coef"] + EP[:eAvail_Trans_Cap_Pos] = EP[:eAvail_Trans_Cap_Neg] = EP[:eAvail_Trans_Cap] + end + =# ### Variables ### # Power flow on each transmission line "l" at hour "t" @variable(EP, vFLOW[l = 1:L, t = 1:T]) if (TRANS_LOSS_SEGS == 1) #loss is a constant times absolute value of power flow - # Positive and negative flow variables - @variable(EP, vTAUX_NEG[l in LOSS_LINES, t = 1:T]>=0) - @variable(EP, vTAUX_POS[l in LOSS_LINES, t = 1:T]>=0) - - if UCommit == 1 - # Single binary variable to ensure positive or negative flows only - @variable(EP, vTAUX_POS_ON[l in LOSS_LINES, t = 1:T], Bin) - # Continuous variable representing product of binary variable (vTAUX_POS_ON) and avail transmission capacity - @variable(EP, vPROD_TRANSCAP_ON[l in LOSS_LINES, t = 1:T]>=0) + if setup["asymmetrical_trans_flow_limit"] == 1 + # Positive and negative flow variables + @variable(EP, vTAUX_NEG_ASYM[l in LOSS_LINES_ASYM, t = 1:T]>=0) + @variable(EP, vTAUX_POS_ASYM[l in LOSS_LINES_ASYM, t = 1:T]>=0) + @variable(EP, vTAUX_NEG[l in LOSS_LINES_SYM, t = 1:T]>=0) + @variable(EP, vTAUX_POS[l in LOSS_LINES_SYM, t = 1:T]>=0) + if UCommit == 1 + # Single binary variable to ensure positive or negative flows only + @variable(EP, vTAUX_POS_ON_ASYM[l in LOSS_LINES_ASYM, t = 1:T], Bin) + # Continuous variable representing product of binary variable (vTAUX_POS_ON) and avail transmission capacity in positive direction + @variable(EP, vPROD_TRANSCAP_ON_POS_ASYM[l in LOSS_LINES_ASYM, t = 1:T]>=0) + # Continuous variable representing product of binary variable (vTAUX_POS_ON) and avail transmission capacity in negative direction + @variable(EP, vPROD_TRANSCAP_ON_NEG_ASYM[l in LOSS_LINES_ASYM, t = 1:T]>=0) + @variable(EP, vTAUX_POS_ON[l in LOSS_LINES_SYM, t = 1:T], Bin) + # Continuous variable representing product of binary variable (vTAUX_POS_ON) and avail transmission capacity + @variable(EP, vPROD_TRANSCAP_ON[l in LOSS_LINES_SYM, t = 1:T]>=0) + end + else + # Positive and negative flow variables + @variable(EP, vTAUX_NEG[l in LOSS_LINES, t = 1:T]>=0) + @variable(EP, vTAUX_POS[l in LOSS_LINES, t = 1:T]>=0) + + if UCommit == 1 + # Single binary variable to ensure positive or negative flows only + @variable(EP, vTAUX_POS_ON[l in LOSS_LINES, t = 1:T], Bin) + # Continuous variable representing product of binary variable (vTAUX_POS_ON) and avail transmission capacity + @variable(EP, vPROD_TRANSCAP_ON[l in LOSS_LINES, t = 1:T]>=0) + end end else # TRANS_LOSS_SEGS>1 - # Auxiliary variables for linear piecewise interpolation of quadratic losses - @variable(EP, vTAUX_NEG[l in LOSS_LINES, s = 0:TRANS_LOSS_SEGS, t = 1:T]>=0) - @variable(EP, vTAUX_POS[l in LOSS_LINES, s = 0:TRANS_LOSS_SEGS, t = 1:T]>=0) - if UCommit == 1 - # Binary auxilary variables for each segment >1 to ensure segments fill in order - @variable(EP, - vTAUX_POS_ON[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], - Bin) - @variable(EP, - vTAUX_NEG_ON[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], - Bin) + if setup["asymmetrical_trans_flow_limit"] == 1 + # Auxiliary variables for linear piecewise interpolation of quadratic losses + @variable(EP, vTAUX_NEG_ASYM[l in LOSS_LINES_ASYM, s = 0:TRANS_LOSS_SEGS, t = 1:T]>=0) + @variable(EP, vTAUX_POS_ASYM[l in LOSS_LINES_ASYM, s = 0:TRANS_LOSS_SEGS, t = 1:T]>=0) + @variable(EP, vTAUX_NEG[l in LOSS_LINES_SYM, s = 0:TRANS_LOSS_SEGS, t = 1:T]>=0) + @variable(EP, vTAUX_POS[l in LOSS_LINES_SYM, s = 0:TRANS_LOSS_SEGS, t = 1:T]>=0) + if UCommit == 1 + # Binary auxilary variables for each segment >1 to ensure segments fill in order + @variable(EP, + vTAUX_POS_ON_ASYM[l in LOSS_LINES_ASYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + Bin) + @variable(EP, + vTAUX_NEG_ON_ASYM[l in LOSS_LINES_ASYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + Bin) + @variable(EP, + vTAUX_POS_ON[l in LOSS_LINES_SYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + Bin) + @variable(EP, + vTAUX_NEG_ON[l in LOSS_LINES_SYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + Bin) + end + else + # Auxiliary variables for linear piecewise interpolation of quadratic losses + @variable(EP, vTAUX_NEG[l in LOSS_LINES, s = 0:TRANS_LOSS_SEGS, t = 1:T]>=0) + @variable(EP, vTAUX_POS[l in LOSS_LINES, s = 0:TRANS_LOSS_SEGS, t = 1:T]>=0) + if UCommit == 1 + # Binary auxilary variables for each segment >1 to ensure segments fill in order + @variable(EP, + vTAUX_POS_ON[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], + Bin) + @variable(EP, + vTAUX_NEG_ON[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], + Bin) + end end end # Transmission losses on each transmission line "l" at hour "t" - @variable(EP, vTLOSS[l in LOSS_LINES, t = 1:T]>=0) + if setup["asymmetrical_trans_flow_limit"] == 1 + @variable(EP, vTLOSS_ASYM[l in LOSS_LINES_ASYM, t = 1:T]>=0) + @variable(EP, vTLOSS[l in LOSS_LINES_SYM, t = 1:T]>=0) + else + @variable(EP, vTLOSS[l in LOSS_LINES, t = 1:T]>=0) + end ### Expressions ### @@ -142,9 +240,16 @@ function transmission!(EP::Model, inputs::Dict, setup::Dict) sum(inputs["pNet_Map"][l, z] * vFLOW[l, t] for l in 1:L)) # Losses from power flows into or out of zone "z" in MW - @expression(EP, - eLosses_By_Zone[z = 1:Z, t = 1:T], - sum(abs(inputs["pNet_Map"][l, z]) * (1 / 2) * vTLOSS[l, t] for l in LOSS_LINES)) + if setup["asymmetrical_trans_flow_limit"] == 1 + @expression(EP, + eLosses_By_Zone[z = 1:Z, t = 1:T], + sum(abs(inputs["pNet_Map"][l, z]) * (1 / 2) * vTLOSS[l, t] for l in LOSS_LINES_SYM) + + sum(abs(inputs["pNet_Map"][l, z]) * (1 / 2) * vTLOSS_ASYM[l, t] for l in LOSS_LINES_ASYM)) + else + @expression(EP, + eLosses_By_Zone[z = 1:Z, t = 1:T], + sum(abs(inputs["pNet_Map"][l, z]) * (1 / 2) * vTLOSS[l, t] for l in LOSS_LINES)) + end ## Power Balance Expressions ## @@ -172,138 +277,421 @@ function transmission!(EP::Model, inputs::Dict, setup::Dict) ## Power flow and transmission (between zone) loss related constraints # Maximum power flows, power flow on each transmission line cannot exceed maximum capacity of the line at any hour "t" - @constraints(EP, + + + if setup["asymmetrical_trans_flow_limit"] ==1 + # Maximum power flows, power flow on each transmission line cannot exceed maximum capacity of the line at any hour "t" + println(EP[:eAvail_Trans_Cap_Pos]) + @constraints(EP, + begin + cMaxFlow_out[l = 1:L_sym, t = 1:T], vFLOW[l, t] <= EP[:eAvail_Trans_Cap][l] + cMaxFlow_in[l = 1:L_sym, t = 1:T], vFLOW[l, t] >= -EP[:eAvail_Trans_Cap][l] + cMaxFlow_out_asym[l = 1:L_asym, t = 1:T], vFLOW[(l+L_sym), t] <= EP[:eAvail_Trans_Cap_Pos][l] #Change these with Auxiliary + cMaxFlow_in_asym[l = 1:L_asym, t = 1:T], vFLOW[(l+L_sym), t] >= -EP[:eAvail_Trans_Cap_Neg][l] #Change these with Auxiliary + end) + else + @constraints(EP, begin cMaxFlow_out[l = 1:L, t = 1:T], vFLOW[l, t] <= EP[:eAvail_Trans_Cap][l] cMaxFlow_in[l = 1:L, t = 1:T], vFLOW[l, t] >= -EP[:eAvail_Trans_Cap][l] end) - + end + # Transmission loss related constraints - linear losses as a function of absolute value if TRANS_LOSS_SEGS == 1 - @constraints(EP, - begin - # Losses are alpha times absolute values - cTLoss[l in LOSS_LINES, t = 1:T], - vTLOSS[l, t] == - inputs["pPercent_Loss"][l] * (vTAUX_POS[l, t] + vTAUX_NEG[l, t]) + if setup["asymmetrical_trans_flow_limit"] ==1 + @constraints(EP, + begin + # Losses are alpha times absolute values + cTLoss[l in LOSS_LINES_SYM, t = 1:T], + vTLOSS[l, t] == + inputs["pPercent_Loss"][l] * ((vTAUX_POS[l, t]) + (vTAUX_NEG[l, t])) - # Power flow is sum of positive and negative components - cTAuxSum[l in LOSS_LINES, t = 1:T], - vTAUX_POS[l, t] - vTAUX_NEG[l, t] == vFLOW[l, t] + # Power flow is sum of positive and negative components + cTAuxSum[l in LOSS_LINES_SYM, t = 1:T], + vTAUX_POS[l, t] - vTAUX_NEG[l, t] == vFLOW[l, t] - # Sum of auxiliary flow variables in either direction cannot exceed maximum line flow capacity - cTAuxLimit[l in LOSS_LINES, t = 1:T], - vTAUX_POS[l, t] + vTAUX_NEG[l, t] <= EP[:eAvail_Trans_Cap][l] - end) + # Sum of auxiliary flow variables in either direction cannot exceed maximum line flow capacity + cTAuxLimit[l in LOSS_LINES_SYM, t = 1:T], + vTAUX_POS[l, t] + vTAUX_NEG[l, t] <= EP[:eAvail_Trans_Cap][l] + end) + @constraints(EP, + begin + # Losses are alpha times absolute values + cTLoss_asym[l in LOSS_LINES_ASYM, t = 1:T], + vTLOSS_ASYM[l, t] == + inputs["pPercent_Loss_Pos"][l] * (vTAUX_POS_ASYM[l, t]) + inputs["pPercent_Loss_Neg"][l] * (vTAUX_NEG_ASYM[l, t]) + + # Power flow is sum of positive and negative components + cTAuxSum_asym[l in LOSS_LINES_ASYM, t = 1:T], + vTAUX_POS_ASYM[l, t] - vTAUX_NEG_ASYM[l, t] == vFLOW[(l+L_sym), t] + + # Sum of auxiliary flow variables in either direction cannot exceed maximum line flow capacity + #Having both these constraints will ensure that the minimum of the two RHS is the most binding constraint + cTAuxLimit_1[l in LOSS_LINES_ASYM, t = 1:T], + vTAUX_POS_ASYM[l, t] + vTAUX_NEG_ASYM[l, t] <= EP[:eAvail_Trans_Cap_Pos][l] + cTAuxLimit_2[l in LOSS_LINES_ASYM, t = 1:T], + vTAUX_POS_ASYM[l, t] + vTAUX_NEG_ASYM[l, t] <= EP[:eAvail_Trans_Cap_Neg][l] + end) + + if UCommit == 1 + # Constraints to limit phantom losses that can occur to avoid discrete cycling costs/opportunity costs due to min down + @constraints(EP, + begin + cTAuxPosUB[l in LOSS_LINES_SYM, t = 1:T], + vTAUX_POS[l, t] <= vPROD_TRANSCAP_ON[l, t] + + # Either negative or positive flows are activated, not both + cTAuxNegUB[l in LOSS_LINES_SYM, t = 1:T], + vTAUX_NEG[l, t] <= EP[:eAvail_Trans_Cap][l] - vPROD_TRANSCAP_ON[l, t] + + # McCormick representation of product of continuous and binary variable + # (in this case, of: vPROD_TRANSCAP_ON[l,t] = EP[:eAvail_Trans_Cap][l] * vTAUX_POS_ON[l,t]) + # McCormick constraint 1 + [l in LOSS_LINES_SYM, t = 1:T], + vPROD_TRANSCAP_ON[l, t] <= + inputs["pTrans_Max_Possible_Pos"][l] * vTAUX_POS_ON[l, t] + + # McCormick constraint 2 + [l in LOSS_LINES_SYM, t = 1:T], + vPROD_TRANSCAP_ON[l, t] <= EP[:eAvail_Trans_Cap][l] + + # McCormick constraint 3 + [l in LOSS_LINES_SYM, t = 1:T], + vPROD_TRANSCAP_ON[l, t] >= + EP[:eAvail_Trans_Cap][l] - + (1 - vTAUX_POS_ON[l, t]) * inputs["pTrans_Max_Possible"][l] + end) + + @constraints(EP, + begin + cTAuxPos1UB_asym[l in LOSS_LINES_ASYM, t = 1:T], + vTAUX_POS_ASYM[l, t] <= vPROD_TRANSCAP_ON_POS_ASYM[l, t] + + # Either negative or positive flows are activated, not both + cTAuxNeg1UB_asym[l in LOSS_LINES_ASYM, t = 1:T], + vTAUX_NEG_ASYM[l, t] <= EP[:eAvail_Trans_Cap_Neg][l] - vPROD_TRANSCAP_ON_NEG_ASYM[l, t] + + cTAuxNeg2UB_asym[l in LOSS_LINES_ASYM, t = 1:T], + vTAUX_NEG_ASYM[l, t] <= vPROD_TRANSCAP_ON_NEG_ASYM[l, t] + + # Either negative or positive flows are activated, not both + cTAuxPos2UB_asym[l in LOSS_LINES_ASYM, t = 1:T], + vTAUX_POS_ASYM[l, t] <= EP[:eAvail_Trans_Cap_Pos][l] - vPROD_TRANSCAP_ON_POS_ASYM[l, t] + + # McCormick representation of product of continuous and binary variable + # (in this case, of: vPROD_TRANSCAP_ON[l,t] = EP[:eAvail_Trans_Cap][l] * vTAUX_POS_ON[l,t]) + # McCormick constraint 1 + [l in LOSS_LINES_ASYM, t = 1:T], + vPROD_TRANSCAP_ON_POS_ASYM[l, t] <= + inputs["pTrans_Max_Possible_Pos"][l] * vTAUX_POS_ON_ASYM[l, t] + + [l in LOSS_LINES_ASYM, t = 1:T], + vPROD_TRANSCAP_ON_NEG_ASYM[l, t] <= + inputs["pTrans_Max_Possible_Neg"][l] * vTAUX_NEG_ON_ASYM[l, t] + + # McCormick constraint 2 + [l in LOSS_LINES_ASYM, t = 1:T], + vPROD_TRANSCAP_ON_POS_ASYM[l, t] <= EP[:eAvail_Trans_Cap_Pos][l] + + [l in LOSS_LINES_ASYM, t = 1:T], + vPROD_TRANSCAP_ON_NEG_ASYM[l, t] <= EP[:eAvail_Trans_Cap_Neg][l] + + # McCormick constraint 3 + [l in LOSS_LINES_ASYM, t = 1:T], + vPROD_TRANSCAP_ON_POS_ASYM[l, t] >= + EP[:eAvail_Trans_Cap_Pos][l] - + (1 - vTAUX_POS_ON_POS_ASYM[l, t]) * inputs["pTrans_Max_Possible_Pos"][l] - if UCommit == 1 - # Constraints to limit phantom losses that can occur to avoid discrete cycling costs/opportunity costs due to min down + [l in LOSS_LINES_ASYM, t = 1:T], + vPROD_TRANSCAP_ON_NEG_ASYM[l, t] >= + EP[:eAvail_Trans_Cap_Neg][l] - + (1 - vTAUX_POS_ON_NEG_ASYM[l, t]) * inputs["pTrans_Max_Possible_Neg"][l] + end) + end + else @constraints(EP, begin - cTAuxPosUB[l in LOSS_LINES, t = 1:T], - vTAUX_POS[l, t] <= vPROD_TRANSCAP_ON[l, t] - - # Either negative or positive flows are activated, not both - cTAuxNegUB[l in LOSS_LINES, t = 1:T], - vTAUX_NEG[l, t] <= EP[:eAvail_Trans_Cap][l] - vPROD_TRANSCAP_ON[l, t] - - # McCormick representation of product of continuous and binary variable - # (in this case, of: vPROD_TRANSCAP_ON[l,t] = EP[:eAvail_Trans_Cap][l] * vTAUX_POS_ON[l,t]) - # McCormick constraint 1 - [l in LOSS_LINES, t = 1:T], - vPROD_TRANSCAP_ON[l, t] <= - inputs["pTrans_Max_Possible"][l] * vTAUX_POS_ON[l, t] - - # McCormick constraint 2 - [l in LOSS_LINES, t = 1:T], - vPROD_TRANSCAP_ON[l, t] <= EP[:eAvail_Trans_Cap][l] - - # McCormick constraint 3 - [l in LOSS_LINES, t = 1:T], - vPROD_TRANSCAP_ON[l, t] >= - EP[:eAvail_Trans_Cap][l] - - (1 - vTAUX_POS_ON[l, t]) * inputs["pTrans_Max_Possible"][l] + # Losses are alpha times absolute values + cTLoss[l in LOSS_LINES, t = 1:T], + vTLOSS[l, t] == + inputs["pPercent_Loss"][l] * ((vTAUX_POS[l, t]) + (vTAUX_NEG[l, t])) + + # Power flow is sum of positive and negative components + cTAuxSum[l in LOSS_LINES, t = 1:T], + vTAUX_POS[l, t] - vTAUX_NEG[l, t] == vFLOW[l, t] + + # Sum of auxiliary flow variables in either direction cannot exceed maximum line flow capacity + cTAuxLimit[l in LOSS_LINES, t = 1:T], + vTAUX_POS[l, t] + vTAUX_NEG[l, t] <= EP[:eAvail_Trans_Cap][l] end) - end - end # End if(TRANS_LOSS_SEGS == 1) block + if UCommit == 1 + # Constraints to limit phantom losses that can occur to avoid discrete cycling costs/opportunity costs due to min down + @constraints(EP, + begin + cTAuxPosUB[l in LOSS_LINES, t = 1:T], + vTAUX_POS[l, t] <= vPROD_TRANSCAP_ON[l, t] + + # Either negative or positive flows are activated, not both + cTAuxNegUB[l in LOSS_LINES, t = 1:T], + vTAUX_NEG[l, t] <= EP[:eAvail_Trans_Cap][l] - vPROD_TRANSCAP_ON[l, t] + + # McCormick representation of product of continuous and binary variable + # (in this case, of: vPROD_TRANSCAP_ON[l,t] = EP[:eAvail_Trans_Cap][l] * vTAUX_POS_ON[l,t]) + # McCormick constraint 1 + [l in LOSS_LINES, t = 1:T], + vPROD_TRANSCAP_ON[l, t] <= + inputs["pTrans_Max_Possible"][l] * vTAUX_POS_ON[l, t] + + # McCormick constraint 2 + [l in LOSS_LINES, t = 1:T], + vPROD_TRANSCAP_ON[l, t] <= EP[:eAvail_Trans_Cap][l] + + # McCormick constraint 3 + [l in LOSS_LINES, t = 1:T], + vPROD_TRANSCAP_ON[l, t] >= + EP[:eAvail_Trans_Cap][l] - + (1 - vTAUX_POS_ON[l, t]) * inputs["pTrans_Max_Possible"][l] + end) + end + end # End if(TRANS_LOSS_SEGS == 1) block + end # When number of segments is greater than 1 if (TRANS_LOSS_SEGS > 1) - ## between zone transmission loss constraints - # Losses are expressed as a piecewise approximation of a quadratic function of power flows across each line - # Eq 1: Total losses are function of loss coefficient times the sum of auxilary segment variables across all segments of piecewise approximation - # (Includes both positive domain and negative domain segments) - @constraint(EP, - cTLoss[l in LOSS_LINES, t = 1:T], - vTLOSS[l, - t]== - (inputs["pTrans_Loss_Coef"][l] * - sum((2 * s - 1) * (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * - vTAUX_POS[l, s, t] for s in 1:TRANS_LOSS_SEGS)) + - (inputs["pTrans_Loss_Coef"][l] * - sum((2 * s - 1) * (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * - vTAUX_NEG[l, s, t] for s in 1:TRANS_LOSS_SEGS))) - # Eq 2: Sum of auxilary segment variables (s >= 1) minus the "zero" segment (which allows values to go negative) - # from both positive and negative domains must total the actual power flow across the line - @constraints(EP, - begin - cTAuxSumPos[l in LOSS_LINES, t = 1:T], - sum(vTAUX_POS[l, s, t] for s in 1:TRANS_LOSS_SEGS) - vTAUX_POS[l, 0, t] == - vFLOW[l, t] - cTAuxSumNeg[l in LOSS_LINES, t = 1:T], - sum(vTAUX_NEG[l, s, t] for s in 1:TRANS_LOSS_SEGS) - vTAUX_NEG[l, 0, t] == - -vFLOW[l, t] - end) - if UCommit == 0 || UCommit == 2 - # Eq 3: Each auxilary segment variables (s >= 1) must be less than the maximum power flow in the zone / number of segments + if setup["asymmetrical_trans_flow_limit"] ==1 + ##***FOR SYMMETRICAL LINES*** + ## between zone transmission loss constraints + # Losses are expressed as a piecewise approximation of a quadratic function of power flows across each line + # Eq 1: Total losses are function of loss coefficient times the sum of auxilary segment variables across all segments of piecewise approximation + # (Includes both positive domain and negative domain segments) + @constraint(EP, + cTLoss[l in LOSS_LINES_SYM, t = 1:T], + vTLOSS[l, + t]== + (inputs["pTrans_Loss_Coef"][l] * + sum((2 * s - 1) * (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_POS[l, s, t] for s in 1:TRANS_LOSS_SEGS)) + + (inputs["pTrans_Loss_Coef"][l] * + sum((2 * s - 1) * (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_NEG[l, s, t] for s in 1:TRANS_LOSS_SEGS))) + # Eq 2: Sum of auxilary segment variables (s >= 1) minus the "zero" segment (which allows values to go negative) + # from both positive and negative domains must total the actual power flow across the line @constraints(EP, begin - cTAuxMaxPos[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], - vTAUX_POS[l, s, t] <= - (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) - cTAuxMaxNeg[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], - vTAUX_NEG[l, s, t] <= - (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) + cTAuxSumPos[l in LOSS_LINES_SYM, t = 1:T], + sum(vTAUX_POS[l, s, t] for s in 1:TRANS_LOSS_SEGS) - vTAUX_POS[l, 0, t] == + vFLOW[l, t] + cTAuxSumNeg[l in LOSS_LINES_SYM, t = 1:T], + sum(vTAUX_NEG[l, s, t] for s in 1:TRANS_LOSS_SEGS) - vTAUX_NEG[l, 0, t] == + -vFLOW[l, t] end) - else # Constraints that can be ommitted if problem is convex (i.e. if not using MILP unit commitment constraints) - # Eqs 3-4: Ensure that auxilary segment variables do not exceed maximum value per segment and that they - # "fill" in order: i.e. one segment cannot be non-zero unless prior segment is at it's maximum value - # (These constraints are necessary to prevents phantom losses in MILP problems) + if UCommit == 0 || UCommit == 2 + # Eq 3: Each auxilary segment variables (s >= 1) must be less than the maximum power flow in the zone / number of segments + @constraints(EP, + begin + cTAuxMaxPos[l in LOSS_LINES_SYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_POS[l, s, t] <= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) + cTAuxMaxNeg[l in LOSS_LINES_SYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_NEG[l, s, t] <= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) + end) + else # Constraints that can be ommitted if problem is convex (i.e. if not using MILP unit commitment constraints) + # Eqs 3-4: Ensure that auxilary segment variables do not exceed maximum value per segment and that they + # "fill" in order: i.e. one segment cannot be non-zero unless prior segment is at it's maximum value + # (These constraints are necessary to prevents phantom losses in MILP problems) + @constraints(EP, + begin + cTAuxOrderPos1[l in LOSS_LINES_SYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_POS[l, s, t] <= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_POS_ON[l, s, t] + cTAuxOrderNeg1[l in LOSS_LINES_SYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_NEG[l, s, t] <= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_NEG_ON[l, s, t] + cTAuxOrderPos2[l in LOSS_LINES_SYM, s = 1:(TRANS_LOSS_SEGS - 1), t = 1:T], + vTAUX_POS[l, s, t] >= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_POS_ON[l, s + 1, t] + cTAuxOrderNeg2[l in LOSS_LINES_SYM, s = 1:(TRANS_LOSS_SEGS - 1), t = 1:T], + vTAUX_NEG[l, s, t] >= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_NEG_ON[l, s + 1, t] + end) + + # Eq 5: Binary constraints to deal with absolute value of vFLOW. + @constraints(EP, + begin + # If flow is positive, vTAUX_POS segment 0 must be zero; If flow is negative, vTAUX_POS segment 0 must be positive + # (and takes on value of the full negative flow), forcing all vTAUX_POS other segments (s>=1) to be zero + cTAuxSegmentZeroPos[l in LOSS_LINES_SYM, t = 1:T], + vTAUX_POS[l, 0, t] <= + inputs["pTrans_Max_Possible"][l] * (1 - vTAUX_POS_ON[l, 1, t]) + + # If flow is negative, vTAUX_NEG segment 0 must be zero; If flow is positive, vTAUX_NEG segment 0 must be positive + # (and takes on value of the full positive flow), forcing all other vTAUX_NEG segments (s>=1) to be zero + cTAuxSegmentZeroNeg[l in LOSS_LINES_SYM, t = 1:T], + vTAUX_NEG[l, 0, t] <= + inputs["pTrans_Max_Possible"][l] * (1 - vTAUX_NEG_ON[l, 1, t]) + end) + end + + ##***FOR ASYMMETRICAL LINES*** + ## between zone transmission loss constraints + # Losses are expressed as a piecewise approximation of a quadratic function of power flows across each line + # Eq 1: Total losses are function of loss coefficient times the sum of auxilary segment variables across all segments of piecewise approximation + # (Includes both positive domain and negative domain segments) + @constraint(EP, + cTLoss_asym[l in LOSS_LINES_ASYM, t = 1:T], + vTLOSS_ASYM[l, + t]== + (inputs["pTrans_Loss_Coef_Pos"][l] * + sum((2 * s - 1) * (inputs["pTrans_Max_Possible_Pos"][l] / TRANS_LOSS_SEGS) * + vTAUX_POS_ASYM[l, s, t] for s in 1:TRANS_LOSS_SEGS)) + + (inputs["pTrans_Loss_Coef_Neg"][l] * + sum((2 * s - 1) * (inputs["pTrans_Max_Possible_Neg"][l] / TRANS_LOSS_SEGS) * + vTAUX_NEG_ASYM[l, s, t] for s in 1:TRANS_LOSS_SEGS))) + # Eq 2: Sum of auxilary segment variables (s >= 1) minus the "zero" segment (which allows values to go negative) + # from both positive and negative domains must total the actual power flow across the line @constraints(EP, begin - cTAuxOrderPos1[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], - vTAUX_POS[l, s, t] <= - (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * - vTAUX_POS_ON[l, s, t] - cTAuxOrderNeg1[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], - vTAUX_NEG[l, s, t] <= - (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * - vTAUX_NEG_ON[l, s, t] - cTAuxOrderPos2[l in LOSS_LINES, s = 1:(TRANS_LOSS_SEGS - 1), t = 1:T], - vTAUX_POS[l, s, t] >= - (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * - vTAUX_POS_ON[l, s + 1, t] - cTAuxOrderNeg2[l in LOSS_LINES, s = 1:(TRANS_LOSS_SEGS - 1), t = 1:T], - vTAUX_NEG[l, s, t] >= - (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * - vTAUX_NEG_ON[l, s + 1, t] + cTAuxSumPos_asym[l in LOSS_LINES_ASYM, t = 1:T], + sum(vTAUX_POS_ASYM[l, s, t] for s in 1:TRANS_LOSS_SEGS) - vTAUX_POS_ASYM[l, 0, t] == + vFLOW[(l+L_sym), t] + cTAuxSumNeg_asym[l in LOSS_LINES_ASYM, t = 1:T], + sum(vTAUX_NEG_ASYM[l, s, t] for s in 1:TRANS_LOSS_SEGS) - vTAUX_NEG_ASYM[l, 0, t] == + -vFLOW[(l+L_sym), t] end) + if UCommit == 0 || UCommit == 2 + # Eq 3: Each auxilary segment variables (s >= 1) must be less than the maximum power flow in the zone / number of segments + @constraints(EP, + begin + cTAuxMaxPos_asym[l in LOSS_LINES_ASYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_POS_ASYM[l, s, t] <= + (inputs["pTrans_Max_Possible_Pos"][l] / TRANS_LOSS_SEGS) + cTAuxMaxNeg_asym[l in LOSS_LINES_ASYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_NEG_ASYM[l, s, t] <= + (inputs["pTrans_Max_Possible_Neg"][l] / TRANS_LOSS_SEGS) + end) + else # Constraints that can be ommitted if problem is convex (i.e. if not using MILP unit commitment constraints) + # Eqs 3-4: Ensure that auxilary segment variables do not exceed maximum value per segment and that they + # "fill" in order: i.e. one segment cannot be non-zero unless prior segment is at it's maximum value + # (These constraints are necessary to prevents phantom losses in MILP problems) + @constraints(EP, + begin + cTAuxOrderPos1_asym[l in LOSS_LINES_ASYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_POS_ASYM[l, s, t] <= + (inputs["pTrans_Max_Possible_Pos"][l] / TRANS_LOSS_SEGS) * + vTAUX_POS_ON_ASYM[l, s, t] + cTAuxOrderNeg1_asym[l in LOSS_LINES_ASYM, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_NEG_ASYM[l, s, t] <= + (inputs["pTrans_Max_Possible_Neg"][l] / TRANS_LOSS_SEGS) * + vTAUX_NEG_ON_ASYM[l, s, t] + cTAuxOrderPos2_asym[l in LOSS_LINES_ASYM, s = 1:(TRANS_LOSS_SEGS - 1), t = 1:T], + vTAUX_POS_ASYM[l, s, t] >= + (inputs["pTrans_Max_Possible_Pos"][l] / TRANS_LOSS_SEGS) * + vTAUX_POS_ON_ASYM[l, s + 1, t] + cTAuxOrderNeg2_asym[l in LOSS_LINES_ASYM, s = 1:(TRANS_LOSS_SEGS - 1), t = 1:T], + vTAUX_NEG_ASYM[l, s, t] >= + (inputs["pTrans_Max_Possible_Neg"][l] / TRANS_LOSS_SEGS) * + vTAUX_NEG_ON_ASYM[l, s + 1, t] + end) - # Eq 5: Binary constraints to deal with absolute value of vFLOW. + # Eq 5: Binary constraints to deal with absolute value of vFLOW. + @constraints(EP, + begin + # If flow is positive, vTAUX_POS segment 0 must be zero; If flow is negative, vTAUX_POS segment 0 must be positive + # (and takes on value of the full negative flow), forcing all vTAUX_POS other segments (s>=1) to be zero + cTAuxSegmentZeroPos_asym[l in LOSS_LINES_ASYM, t = 1:T], + vTAUX_POS_ASYM[l, 0, t] <= + inputs["pTrans_Max_Possible_Pos"][l] * (1 - vTAUX_POS_ON_ASYM[l, 1, t]) + + # If flow is negative, vTAUX_NEG segment 0 must be zero; If flow is positive, vTAUX_NEG segment 0 must be positive + # (and takes on value of the full positive flow), forcing all other vTAUX_NEG segments (s>=1) to be zero + cTAuxSegmentZeroNeg_asym[l in LOSS_LINES_ASYM, t = 1:T], + vTAUX_NEG_ASYM[l, 0, t] <= + inputs["pTrans_Max_Possible_Neg"][l] * (1 - vTAUX_NEG_ON_ASYM[l, 1, t]) + end) + end + else + ## between zone transmission loss constraints + # Losses are expressed as a piecewise approximation of a quadratic function of power flows across each line + # Eq 1: Total losses are function of loss coefficient times the sum of auxilary segment variables across all segments of piecewise approximation + # (Includes both positive domain and negative domain segments) + @constraint(EP, + cTLoss[l in LOSS_LINES, t = 1:T], + vTLOSS[l, + t]== + (inputs["pTrans_Loss_Coef"][l] * + sum((2 * s - 1) * (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_POS[l, s, t] for s in 1:TRANS_LOSS_SEGS)) + + (inputs["pTrans_Loss_Coef"][l] * + sum((2 * s - 1) * (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_NEG[l, s, t] for s in 1:TRANS_LOSS_SEGS))) + # Eq 2: Sum of auxilary segment variables (s >= 1) minus the "zero" segment (which allows values to go negative) + # from both positive and negative domains must total the actual power flow across the line @constraints(EP, begin - # If flow is positive, vTAUX_POS segment 0 must be zero; If flow is negative, vTAUX_POS segment 0 must be positive - # (and takes on value of the full negative flow), forcing all vTAUX_POS other segments (s>=1) to be zero - cTAuxSegmentZeroPos[l in LOSS_LINES, t = 1:T], - vTAUX_POS[l, 0, t] <= - inputs["pTrans_Max_Possible"][l] * (1 - vTAUX_POS_ON[l, 1, t]) - - # If flow is negative, vTAUX_NEG segment 0 must be zero; If flow is positive, vTAUX_NEG segment 0 must be positive - # (and takes on value of the full positive flow), forcing all other vTAUX_NEG segments (s>=1) to be zero - cTAuxSegmentZeroNeg[l in LOSS_LINES, t = 1:T], - vTAUX_NEG[l, 0, t] <= - inputs["pTrans_Max_Possible"][l] * (1 - vTAUX_NEG_ON[l, 1, t]) + cTAuxSumPos[l in LOSS_LINES, t = 1:T], + sum(vTAUX_POS[l, s, t] for s in 1:TRANS_LOSS_SEGS) - vTAUX_POS[l, 0, t] == + vFLOW[l, t] + cTAuxSumNeg[l in LOSS_LINES, t = 1:T], + sum(vTAUX_NEG[l, s, t] for s in 1:TRANS_LOSS_SEGS) - vTAUX_NEG[l, 0, t] == + -vFLOW[l, t] end) + if UCommit == 0 || UCommit == 2 + # Eq 3: Each auxilary segment variables (s >= 1) must be less than the maximum power flow in the zone / number of segments + @constraints(EP, + begin + cTAuxMaxPos[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_POS[l, s, t] <= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) + cTAuxMaxNeg[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_NEG[l, s, t] <= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) + end) + else # Constraints that can be ommitted if problem is convex (i.e. if not using MILP unit commitment constraints) + # Eqs 3-4: Ensure that auxilary segment variables do not exceed maximum value per segment and that they + # "fill" in order: i.e. one segment cannot be non-zero unless prior segment is at it's maximum value + # (These constraints are necessary to prevents phantom losses in MILP problems) + @constraints(EP, + begin + cTAuxOrderPos1[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_POS[l, s, t] <= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_POS_ON[l, s, t] + cTAuxOrderNeg1[l in LOSS_LINES, s = 1:TRANS_LOSS_SEGS, t = 1:T], + vTAUX_NEG[l, s, t] <= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_NEG_ON[l, s, t] + cTAuxOrderPos2[l in LOSS_LINES, s = 1:(TRANS_LOSS_SEGS - 1), t = 1:T], + vTAUX_POS[l, s, t] >= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_POS_ON[l, s + 1, t] + cTAuxOrderNeg2[l in LOSS_LINES, s = 1:(TRANS_LOSS_SEGS - 1), t = 1:T], + vTAUX_NEG[l, s, t] >= + (inputs["pTrans_Max_Possible"][l] / TRANS_LOSS_SEGS) * + vTAUX_NEG_ON[l, s + 1, t] + end) + + # Eq 5: Binary constraints to deal with absolute value of vFLOW. + @constraints(EP, + begin + # If flow is positive, vTAUX_POS segment 0 must be zero; If flow is negative, vTAUX_POS segment 0 must be positive + # (and takes on value of the full negative flow), forcing all vTAUX_POS other segments (s>=1) to be zero + cTAuxSegmentZeroPos[l in LOSS_LINES, t = 1:T], + vTAUX_POS[l, 0, t] <= + inputs["pTrans_Max_Possible"][l] * (1 - vTAUX_POS_ON[l, 1, t]) + + # If flow is negative, vTAUX_NEG segment 0 must be zero; If flow is positive, vTAUX_NEG segment 0 must be positive + # (and takes on value of the full positive flow), forcing all other vTAUX_NEG segments (s>=1) to be zero + cTAuxSegmentZeroNeg[l in LOSS_LINES, t = 1:T], + vTAUX_NEG[l, 0, t] <= + inputs["pTrans_Max_Possible"][l] * (1 - vTAUX_NEG_ON[l, 1, t]) + end) + end end end # End if(TRANS_LOSS_SEGS > 0) block diff --git a/src/write_outputs/transmission/write_nw_expansion.jl b/src/write_outputs/transmission/write_nw_expansion.jl index f89e1bfe1f..4a6e993fce 100644 --- a/src/write_outputs/transmission/write_nw_expansion.jl +++ b/src/write_outputs/transmission/write_nw_expansion.jl @@ -1,11 +1,22 @@ function write_nw_expansion(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) - L = inputs["L"] # Number of transmission lines + L_sym = inputs["L_sym"] # Number of transmission lines with symmetrical bidirectional flow + L_asym = 0 #Default number of asymmetrical lines + # Number of lines in the network + if setup["asymmetrical_trans_flow_limit"] == 1 + L_asym = inputs["L_asym"] #Number of transmission lines with different capacities in two directions + end + L = L_sym + L_asym # Transmission network reinforcements transcap = zeros(L) + transcap_pos = zeros(L_asym) + transcap_neg = zeros(L_asym) for i in 1:L if i in inputs["EXPANSION_LINES"] transcap[i] = value.(EP[:vNEW_TRANS_CAP][i]) + elseif i in inputs["EXPANSION_LINES_ASYM"] + transcap_pos[i] = value.(EP[:vNEW_TRANS_CAP_Pos][i]) + transcap_neg[i] = value.(EP[:vNEW_TRANS_CAP_Neg][i]) end end diff --git a/src/write_outputs/transmission/write_transmission_flows.jl b/src/write_outputs/transmission/write_transmission_flows.jl index 5290d71afe..d92c410f59 100644 --- a/src/write_outputs/transmission/write_transmission_flows.jl +++ b/src/write_outputs/transmission/write_transmission_flows.jl @@ -4,7 +4,13 @@ function write_transmission_flows(path::AbstractString, EP::Model) # Transmission related values T = inputs["T"] # Number of time steps (hours) - L = inputs["L"] # Number of transmission lines + L_sym = inputs["L_sym"] # Number of transmission lines with symmetrical bidirectional flow + L_asym = 0 #Default number of asymmetrical lines + # Number of lines in the network + if setup["asymmetrical_trans_flow_limit"] == 1 + L_asym = inputs["L_asym"] #Number of transmission lines with different capacities in two directions + end + L = L_sym + L_asym # Power flows on transmission lines at each time step dfFlow = DataFrame(Line = 1:L) flow = value.(EP[:vFLOW]) diff --git a/src/write_outputs/transmission/write_transmission_losses.jl b/src/write_outputs/transmission/write_transmission_losses.jl index a76bca1180..9b83b56f3d 100644 --- a/src/write_outputs/transmission/write_transmission_losses.jl +++ b/src/write_outputs/transmission/write_transmission_losses.jl @@ -3,14 +3,36 @@ function write_transmission_losses(path::AbstractString, setup::Dict, EP::Model) T = inputs["T"] # Number of time steps (hours) - L = inputs["L"] # Number of transmission lines - LOSS_LINES = inputs["LOSS_LINES"] + L_sym = inputs["L_sym"] # Number of transmission lines with symmetrical bidirectional flow + L_asym = 0 #Default number of asymmetrical lines + # Number of lines in the network + if setup["asymmetrical_trans_flow_limit"] == 1 + L_asym = inputs["L_asym"] #Number of transmission lines with different capacities in two directions + end + L = L_sym + L_asym + if setup["asymmetrical_trans_flow_limit"] == 1 + LOSS_LINES_ASYM = inputs["LOSS_LINES_ASYM"] # Lines for which loss coefficients apply (are non-zero); + LOSS_LINES_SYM = inputs["LOSS_LINES_SYM"] + #println(inputs["LOSS_LINES_ASYM"]) + #println(inputs["LOSS_LINES_SYM"]) + else + LOSS_LINES = inputs["LOSS_LINES"] # Lines for which loss coefficients apply (are non-zero); + end # Power losses for transmission between zones at each time step dfTLosses = DataFrame(Line = 1:L) tlosses = zeros(L, T) - tlosses[LOSS_LINES, :] = value.(EP[:vTLOSS][LOSS_LINES, :]) - if setup["ParameterScale"] == 1 - tlosses[LOSS_LINES, :] *= ModelScalingFactor + if setup["asymmetrical_trans_flow_limit"] == 1 # Asymmetrical transmission losses # Thank you GitHub Co-Pilot + tlosses[LOSS_LINES_ASYM, :] = value.(EP[:vTLOSS_ASYM][LOSS_LINES_ASYM, :]) # Losses for asymmetrical lines + tlosses[LOSS_LINES_SYM, :] = value.(EP[:vTLOSS][LOSS_LINES_SYM, :]) # Losses for symmetrical lines + if setup["ParameterScale"] == 1 + tlosses[LOSS_LINES_ASYM, :] *= ModelScalingFactor + tlosses[LOSS_LINES_SYM, :] *= ModelScalingFactor + end + else + tlosses[LOSS_LINES, :] = value.(EP[:vTLOSS][LOSS_LINES, :]) + if setup["ParameterScale"] == 1 + tlosses[LOSS_LINES, :] *= ModelScalingFactor + end end dfTLosses.AnnualSum = tlosses * inputs["omega"]