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Scale multistage data when read from module file
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@lbonaldo
lbonaldo committed Mar 7, 2024
1 parent ab5b0b2 commit 0e9368b
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Showing 22 changed files with 545 additions and 5 deletions.
24 changes: 22 additions & 2 deletions src/load_inputs/load_multistage_data.jl
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@@ -1,9 +1,12 @@
function load_multistage_dataframe(filepath::AbstractString)
function load_multistage_dataframe(filepath::AbstractString, scale_factor::Float64)
if !isfile(filepath)
error("Multistage data file not found at $filepath")
end

multistage_in = load_dataframe(filepath)
# rename columns lowercase for internal consistency
rename!(multistage_in, lowercase.(names(multistage_in)))
scale_multistage_data!(multistage_in, scale_factor)

validate_multistage_data!(multistage_in)

Expand All @@ -12,11 +15,28 @@ end

function validate_multistage_data!(multistage_df::DataFrame)
# cols that the user must provide
required_cols = ("Lifetime","Capital_Recovery_Period")
required_cols = ("lifetime","capital_recovery_period")
# check that all required columns are present
for col in required_cols
if col ∉ names(multistage_df)
error("Multistage data file is missing column $col")
end
end
end

function scale_multistage_data!(multistage_in::DataFrame, scale_factor::Float64)
columns_to_scale = [:min_retired_cap_mw, # to GW
:min_retired_charge_cap_mw, # to GW
:min_retired_energy_cap_mw, # to GW

:min_retired_cap_inverter_mw,
:min_retired_cap_solar_mw,
:min_retired_cap_wind_mw,
:min_retired_cap_charge_dc_mw,
:min_retired_cap_charge_ac_mw,
:min_retired_cap_discharge_dc_mw,
:min_retired_cap_discharge_ac_mw,
]
scale_columns!(multistage_in, columns_to_scale, scale_factor)
return nothing
end
4 changes: 3 additions & 1 deletion src/load_inputs/load_resources_data.jl
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Expand Up @@ -657,13 +657,15 @@ Reads module dataframes, loops over files and adds columns as new attributes to
- `resources_path::AbstractString`: The path to the resources folder.
"""
function add_modules_to_resources!(resources::Vector{<:AbstractResource}, setup::Dict, resources_path::AbstractString)
scale_factor = setup["ParameterScale"] == 1 ? ModelScalingFactor : 1.0

modules = Vector{DataFrame}()

## Load all modules and add them to the list of modules to be added to resources
# Add multistage if multistage is activated
if setup["MultiStage"] == 1
filename = joinpath(resources_path, "Resource_multistage_data.csv")
multistage_in = load_multistage_dataframe(filename)
multistage_in = load_multistage_dataframe(filename, scale_factor)
push!(modules, multistage_in)
@info "Multistage data successfully read."
end
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4 changes: 2 additions & 2 deletions src/model/resources/resources.jl
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Expand Up @@ -867,9 +867,9 @@ for attr in (:min_retired_cap_inverter_mw,
:min_retired_cap_charge_dc_mw,
:min_retired_cap_discharge_ac_mw,
:min_retired_cap_charge_ac_mw,)
@eval @interface $attr default_zero VreStorage
@eval @interface $attr default_zero
cum_attr = Symbol("cum_"*String(attr))
@eval @interface $cum_attr default_zero VreStorage
@eval @interface $cum_attr default_zero
end

## policies
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14 changes: 14 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p1/resources/Resource_multistage_data.csv
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Resource,WACC,Capital_Recovery_Period,capital_recovery_period_dc,tech_wacc_dc,capital_recovery_period_solar,tech_wacc_solar,capital_recovery_period_wind,tech_wacc_wind,capital_recovery_period_discharge_dc,tech_wacc_discharge_dc,capital_recovery_period_charge_dc,tech_wacc_charge_dc,capital_recovery_period_discharge_ac,tech_wacc_discharge_ac,capital_recovery_period_charge_ac,tech_wacc_charge_ac,Lifetime,Min_Retired_Cap_MW,Min_Retired_Energy_Cap_MW,Min_Retired_Charge_Cap_MW,Min_Retired_Cap_Inverter_MW,Min_Retired_Cap_Solar_MW,Min_Retired_Cap_Wind_MW,Min_Retired_Cap_Charge_DC_MW,Min_Retired_Cap_Charge_AC_MW,Min_Retired_Cap_Discharge_DC_MW,Min_Retired_Cap_Discharge_AC_MW
natural_gas_combined_cycle,0.039,20,30,0.139,40,0.239,50,0.339,60,0.439,70,0.539,80,0.639,90,0.739,20,30,0,0,0,0,0,0,0,0,0
solar_pv,0.017,20,30,0.117,40,0.217,50,0.317,60,0.417,70,0.517,80,0.617,90,0.717,20,40,0,0,0,0,0,0,0,0,0
onshore_wind,0.024,20,30,0.124,40,0.224,50,0.324,60,0.424,70,0.524,80,0.624,90,0.724,20,10,0,0,0,0,0,0,0,0,0
battery_sym,0.024,20,30,0.124,40,0.224,50,0.324,60,0.424,70,0.524,80,0.624,90,0.724,20,5,15,0,0,0,0,0,0,0,0
battery_asym,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,6,16,26,0,0,0,0,0,0,0
landbasedwind_class1_moderate,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,7,0,0,0,0,10,0,0,0,0
utilitypv_class1_moderate,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,8,0,0,27,20,0,0,0,0,0
storage_sym_discharge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,9,17,0,0,0,0,0,0,0,0
storage_asym_ac_discharge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,10,18,0,0,0,0,0,0,0,33
storage_asym_dc_discharge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,11,19,0,28,0,0,0,0,32,0
storage_sym_charge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,12,20,0,0,0,0,0,0,0,0
storage_asym_ac_charge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,13,21,0,0,0,0,0,31,0,0
storage_asym_dc_charge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,14,22,0,29,0,0,30,0,0,0
3 changes: 3 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p1/resources/Storage.csv
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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,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Resource_Type,region,cluster
battery_sym,1,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,5622,0.15,0.15,0,0.92,0.92,1,10,battery_mid,NE,0
battery_asym,1,2,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,5622,0.15,0.15,0,0.92,0.92,1,10,battery_mid,NE,0
2 changes: 2 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p1/resources/Thermal.csv
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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,MGA,Resource_Type,region,cluster
natural_gas_combined_cycle,1,1,0,1,10000,-1,0,65400,10287,3.55,7.43,NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,1,natural_gas_fired_combined_cycle,NE,1
3 changes: 3 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p1/resources/Vre.csv
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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,Heat_Rate_MMBTU_per_MWh,MGA,Resource_Type,region,cluster
solar_pv,1,1,1,1,500,-1,0,85300,18760,0,9.13,1,solar_photovoltaic,NE,1
onshore_wind,1,1,1,1,1000,-1,0,97200,43205,0.1,9.12,1,onshore_wind_turbine,NE,1
9 changes: 9 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p1/resources/Vre_stor.csv
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Resource,Zone,SOLAR,WIND,STOR_DC_DISCHARGE,STOR_DC_CHARGE,STOR_AC_DISCHARGE,STOR_AC_CHARGE,LDS_VRE_STOR,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Cap_Inverter_MW,Existing_Cap_Solar_MW,Existing_Cap_Wind_MW,Existing_Cap_Discharge_DC_MW,Existing_Cap_Charge_DC_MW,Existing_Cap_Discharge_AC_MW,Existing_Cap_Charge_AC_MW,Min_Cap_MW,Min_Cap_MWh,Min_Cap_Inverter_MW,Min_Cap_Solar_MW,Min_Cap_Wind_MW,Min_Cap_Discharge_DC_MW,Min_Cap_Charge_DC_MW,Min_Cap_Discharge_AC_MW,Min_Cap_Charge_AC_MW,Max_Cap_MW,Max_Cap_MWh,Max_Cap_Inverter_MW,Max_Cap_Solar_MW,Max_Cap_Wind_MW,Max_Cap_Discharge_DC_MW,Max_Cap_Charge_DC_MW,Max_Cap_Discharge_AC_MW,Max_Cap_Charge_AC_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Inv_Cost_Inverter_per_MWyr,Inv_Cost_Solar_per_MWyr,Inv_Cost_Wind_per_MWyr,Inv_Cost_Discharge_DC_per_MWyr,Inv_Cost_Charge_DC_per_MWyr,Inv_Cost_Discharge_AC_per_MWyr,Inv_Cost_Charge_AC_per_MWyr,Fixed_OM_Inverter_Cost_per_MWyr,Fixed_OM_Solar_Cost_per_MWyr,Fixed_OM_Wind_Cost_per_MWyr,Fixed_OM_Cost_Discharge_DC_per_MWyr,Fixed_OM_Cost_Charge_DC_per_MWyr,Fixed_OM_Cost_Discharge_AC_per_MWyr,Fixed_OM_Cost_Charge_AC_per_MWyr,Var_OM_Cost_per_MWh_Solar,Var_OM_Cost_per_MWh_Wind,Var_OM_Cost_per_MWh_Discharge_DC,Var_OM_Cost_per_MWh_Charge_DC,Var_OM_Cost_per_MWh_Discharge_AC,Var_OM_Cost_per_MWh_Charge_AC,EtaInverter,Inverter_Ratio_Wind,Inverter_Ratio_Solar,Power_to_Energy_DC,Power_to_Energy_AC,Self_Disch,Eff_Up_DC,Eff_Down_DC,Eff_Up_AC,Eff_Down_AC,region,cluster
landbasedwind_class1_moderate,1,0,1,1,1,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,117315.5,-1,-1,-1,-1,14198,0,0,0,0.15,7522,0,56816,0,0,0,0,1875,0,36613,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
utilitypv_class1_moderate,1,1,0,1,1,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,1351663.04,-1,-1,-1,-1,-1,8863,0,0,0,0.15,7522,22706,0,0,0,0,0,1875,12550,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_sym_discharge,1,0,0,1,1,0,0,1,1,1,0,0,0,0,0,0,0,0,0,-1,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7522,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_asym_ac_discharge,1,0,0,0,0,2,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7303,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_asym_dc_discharge,1,0,0,2,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7303,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_sym_charge,1,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7609,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_asym_ac_charge,1,0,0,0,0,0,2,1,1,1,0,0,0,0,0,0,0,0,0,-1,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7609,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_asym_dc_charge,1,0,0,0,2,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7609,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
121 changes: 121 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p1/system/Demand_data.csv
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Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1
50000,1,1,1,5,24,24.0,1,11122.0
,,,,,,3672.0,2,10655.0
,,,,,,5016.0,3,10441.0
,,,,,,24.0,4,10365.0
,,,,,,24.0,5,10639.0
,,,,,,,6,11577.0
,,,,,,,7,13349.0
,,,,,,,8,14550.0
,,,,,,,9,14922.0
,,,,,,,10,15165.0
,,,,,,,11,15328.0
,,,,,,,12,15380.0
,,,,,,,13,15275.0
,,,,,,,14,15154.0
,,,,,,,15,14953.0
,,,,,,,16,14885.0
,,,,,,,17,15340.0
,,,,,,,18,16003.0
,,,,,,,19,15767.0
,,,,,,,20,15236.0
,,,,,,,21,14663.0
,,,,,,,22,13889.0
,,,,,,,23,12855.0
,,,,,,,24,11809.0
,,,,,,,25,9702.0
,,,,,,,26,9229.0
,,,,,,,27,9004.0
,,,,,,,28,8951.0
,,,,,,,29,9188.0
,,,,,,,30,10087.0
,,,,,,,31,11929.0
,,,,,,,32,13166.0
,,,,,,,33,13504.0
,,,,,,,34,13632.0
,,,,,,,35,13724.0
,,,,,,,36,13742.0
,,,,,,,37,13665.0
,,,,,,,38,13641.0
,,,,,,,39,13501.0
,,,,,,,40,13366.0
,,,,,,,41,13376.0
,,,,,,,42,13524.0
,,,,,,,43,13736.0
,,,,,,,44,14401.0
,,,,,,,45,14006.0
,,,,,,,46,13006.0
,,,,,,,47,11658.0
,,,,,,,48,10416.0
,,,,,,,49,10219.0
,,,,,,,50,9671.0
,,,,,,,51,9383.0
,,,,,,,52,9269.0
,,,,,,,53,9483.0
,,,,,,,54,10103.0
,,,,,,,55,11573.0
,,,,,,,56,13059.0
,,,,,,,57,13905.0
,,,,,,,58,14430.0
,,,,,,,59,14873.0
,,,,,,,60,15179.0
,,,,,,,61,15323.0
,,,,,,,62,15515.0
,,,,,,,63,15537.0
,,,,,,,64,15481.0
,,,,,,,65,15485.0
,,,,,,,66,15440.0
,,,,,,,67,15208.0
,,,,,,,68,15028.0
,,,,,,,69,15221.0
,,,,,,,70,14913.0
,,,,,,,71,13573.0
,,,,,,,72,12159.0
,,,,,,,73,14935.0
,,,,,,,74,14062.0
,,,,,,,75,13498.0
,,,,,,,76,13146.0
,,,,,,,77,13178.0
,,,,,,,78,13712.0
,,,,,,,79,15192.0
,,,,,,,80,17114.0
,,,,,,,81,18656.0
,,,,,,,82,20020.0
,,,,,,,83,21201.0
,,,,,,,84,22009.0
,,,,,,,85,22567.0
,,,,,,,86,23070.0
,,,,,,,87,23388.0
,,,,,,,88,23629.0
,,,,,,,89,23770.0
,,,,,,,90,23575.0
,,,,,,,91,23034.0
,,,,,,,92,22325.0
,,,,,,,93,21921.0
,,,,,,,94,21122.0
,,,,,,,95,19311.0
,,,,,,,96,17514.0
,,,,,,,97,11232.0
,,,,,,,98,10825.0
,,,,,,,99,10632.0
,,,,,,,100,10622.0
,,,,,,,101,10948.0
,,,,,,,102,11984.0
,,,,,,,103,13879.0
,,,,,,,104,14890.0
,,,,,,,105,15134.0
,,,,,,,106,15241.0
,,,,,,,107,15360.0
,,,,,,,108,15407.0
,,,,,,,109,15385.0
,,,,,,,110,15372.0
,,,,,,,111,15285.0
,,,,,,,112,15482.0
,,,,,,,113,16544.0
,,,,,,,114,17247.0
,,,,,,,115,17114.0
,,,,,,,116,16657.0
,,,,,,,117,15936.0
,,,,,,,118,14783.0
,,,,,,,119,13342.0
,,,,,,,120,12052.0
14 changes: 14 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p2/resources/Resource_multistage_data.csv
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Resource,WACC,Capital_Recovery_Period,capital_recovery_period_dc,tech_wacc_dc,capital_recovery_period_solar,tech_wacc_solar,capital_recovery_period_wind,tech_wacc_wind,capital_recovery_period_discharge_dc,tech_wacc_discharge_dc,capital_recovery_period_charge_dc,tech_wacc_charge_dc,capital_recovery_period_discharge_ac,tech_wacc_discharge_ac,capital_recovery_period_charge_ac,tech_wacc_charge_ac,Lifetime,Min_Retired_Cap_MW,Min_Retired_Energy_Cap_MW,Min_Retired_Charge_Cap_MW,Min_Retired_Cap_Inverter_MW,Min_Retired_Cap_Solar_MW,Min_Retired_Cap_Wind_MW,Min_Retired_Cap_Charge_DC_MW,Min_Retired_Cap_Charge_AC_MW,Min_Retired_Cap_Discharge_DC_MW,Min_Retired_Cap_Discharge_AC_MW
natural_gas_combined_cycle,0.039,20,30,0.139,40,0.239,50,0.339,60,0.439,70,0.539,80,0.639,90,0.739,20,31,0,0,0,0,0,0,0,0,0
solar_pv,0.017,20,30,0.117,40,0.217,50,0.317,60,0.417,70,0.517,80,0.617,90,0.717,20,41,0,0,0,0,0,0,0,0,0
onshore_wind,0.024,20,30,0.124,40,0.224,50,0.324,60,0.424,70,0.524,80,0.624,90,0.724,20,11,0,0,0,0,0,0,0,0,0
battery_sym,0.024,20,30,0.124,40,0.224,50,0.324,60,0.424,70,0.524,80,0.624,90,0.724,20,6,16,0,0,0,0,0,0,0,0
battery_asym,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,7,17,27,0,0,0,0,0,0,0
landbasedwind_class1_moderate,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,8,0,0,0,0,11,0,0,0,0
utilitypv_class1_moderate,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,9,0,0,28,21,0,0,0,0,0
storage_sym_discharge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,10,18,0,0,0,0,0,0,0,0
storage_asym_ac_discharge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,11,19,0,0,0,0,0,0,0,34
storage_asym_dc_discharge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,12,20,0,29,0,0,0,0,33,0
storage_sym_charge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,13,21,0,0,0,0,0,0,0,0
storage_asym_ac_charge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,14,22,0,0,0,0,0,32,0,0
storage_asym_dc_charge,0.027,20,30,0.127,40,0.227,50,0.327,60,0.427,70,0.527,80,0.627,90,0.727,20,15,23,0,30,0,0,31,0,0,0
3 changes: 3 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p2/resources/Storage.csv
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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,Fixed_OM_Cost_Charge_per_MWyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Resource_Type,region,cluster
battery_sym,1,1,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,5622,0.15,0.15,0,0.92,0.92,1,10,battery_mid,NE,0
battery_asym,1,2,1,1,0,0,-1,-1,0,0,19584,22494,4895,5622,5622,0.15,0.15,0,0.92,0.92,1,10,battery_mid,NE,0
2 changes: 2 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p2/resources/Thermal.csv
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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,MGA,Resource_Type,region,cluster
natural_gas_combined_cycle,1,1,0,1,10000,-1,0,65400,10287,3.55,7.43,NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,1,natural_gas_fired_combined_cycle,NE,1
3 changes: 3 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p2/resources/Vre.csv
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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,Heat_Rate_MMBTU_per_MWh,MGA,Resource_Type,region,cluster
solar_pv,1,1,1,1,500,-1,0,85300,18760,0,9.13,1,solar_photovoltaic,NE,1
onshore_wind,1,1,1,1,1000,-1,0,97200,43205,0.1,9.12,1,onshore_wind_turbine,NE,1
9 changes: 9 additions & 0 deletions test/multi_stage/cum_min_ret/inputs_p2/resources/Vre_stor.csv
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Resource,Zone,SOLAR,WIND,STOR_DC_DISCHARGE,STOR_DC_CHARGE,STOR_AC_DISCHARGE,STOR_AC_CHARGE,LDS_VRE_STOR,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Existing_Cap_Inverter_MW,Existing_Cap_Solar_MW,Existing_Cap_Wind_MW,Existing_Cap_Discharge_DC_MW,Existing_Cap_Charge_DC_MW,Existing_Cap_Discharge_AC_MW,Existing_Cap_Charge_AC_MW,Min_Cap_MW,Min_Cap_MWh,Min_Cap_Inverter_MW,Min_Cap_Solar_MW,Min_Cap_Wind_MW,Min_Cap_Discharge_DC_MW,Min_Cap_Charge_DC_MW,Min_Cap_Discharge_AC_MW,Min_Cap_Charge_AC_MW,Max_Cap_MW,Max_Cap_MWh,Max_Cap_Inverter_MW,Max_Cap_Solar_MW,Max_Cap_Wind_MW,Max_Cap_Discharge_DC_MW,Max_Cap_Charge_DC_MW,Max_Cap_Discharge_AC_MW,Max_Cap_Charge_AC_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Inv_Cost_Inverter_per_MWyr,Inv_Cost_Solar_per_MWyr,Inv_Cost_Wind_per_MWyr,Inv_Cost_Discharge_DC_per_MWyr,Inv_Cost_Charge_DC_per_MWyr,Inv_Cost_Discharge_AC_per_MWyr,Inv_Cost_Charge_AC_per_MWyr,Fixed_OM_Inverter_Cost_per_MWyr,Fixed_OM_Solar_Cost_per_MWyr,Fixed_OM_Wind_Cost_per_MWyr,Fixed_OM_Cost_Discharge_DC_per_MWyr,Fixed_OM_Cost_Charge_DC_per_MWyr,Fixed_OM_Cost_Discharge_AC_per_MWyr,Fixed_OM_Cost_Charge_AC_per_MWyr,Var_OM_Cost_per_MWh_Solar,Var_OM_Cost_per_MWh_Wind,Var_OM_Cost_per_MWh_Discharge_DC,Var_OM_Cost_per_MWh_Charge_DC,Var_OM_Cost_per_MWh_Discharge_AC,Var_OM_Cost_per_MWh_Charge_AC,EtaInverter,Inverter_Ratio_Wind,Inverter_Ratio_Solar,Power_to_Energy_DC,Power_to_Energy_AC,Self_Disch,Eff_Up_DC,Eff_Down_DC,Eff_Up_AC,Eff_Down_AC,region,cluster
landbasedwind_class1_moderate,1,0,1,1,1,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,117315.5,-1,-1,-1,-1,14198,0,0,0,0.15,7522,0,56816,0,0,0,0,1875,0,36613,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
utilitypv_class1_moderate,1,1,0,1,1,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,1351663.04,-1,-1,-1,-1,-1,8863,0,0,0,0.15,7522,22706,0,0,0,0,0,1875,12550,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_sym_discharge,1,0,0,1,1,0,0,1,1,1,0,0,0,0,0,0,0,0,0,-1,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7522,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_asym_ac_discharge,1,0,0,0,0,2,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7303,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_asym_dc_discharge,1,0,0,2,0,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7303,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_sym_charge,1,0,0,0,0,1,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7609,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_asym_ac_charge,1,0,0,0,0,0,2,1,1,1,0,0,0,0,0,0,0,0,0,-1,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7609,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
storage_asym_dc_charge,1,0,0,0,2,0,0,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-1,-1,-1,-1,-1,-1,-1,-1,-1,0,0,0,0,0.15,7609,0,0,0,0,0,0,1875,0,0,0,0,0,0,0,0,0.15,0.15,0,0,0.967,-1,-1,0.005,0.005,0,0.65,0.65,0.65,0.65,NE,0
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