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Add tests and fix HAS_FUEL flag
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@lbonaldo
lbonaldo committed Feb 20, 2024
1 parent c06660b commit 0f54cc5
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Showing 10 changed files with 137 additions and 130 deletions.
8 changes: 5 additions & 3 deletions src/load_inputs/load_resources_data.jl
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Expand Up @@ -1071,7 +1071,11 @@ function add_resources_to_input_data!(inputs::Dict, setup::Dict, case_path::Abst

# Fuel
inputs["HAS_FUEL"] = ids_with_fuel(gen)

if !isempty(inputs["MULTI_FUELS"])
inputs["HAS_FUEL"] = union(inputs["HAS_FUEL"], inputs["MULTI_FUELS"])
sort!(inputs["HAS_FUEL"])
end

inputs["RESOURCES"] = gen
return nothing
end
Expand Down Expand Up @@ -1167,8 +1171,6 @@ function load_multi_fuels_data!(inputs::Dict, gen::Vector{<:AbstractResource}, s
inputs["FUEL_TYPES"] = fuel_types
inputs["MAX_NUM_FUELS"] = max_fuels
inputs["MAX_NUM_FUELS"] = max_fuels



# check whether non-zero heat rates are used for resources that only use a single fuel
for f in 1:max_fuels
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4 changes: 2 additions & 2 deletions src/model/core/fuel.jl
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Expand Up @@ -113,8 +113,8 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict)

COFIRE_MAX = [findall(g -> max_cofire_cols(g, tag=i) < 1, gen[MULTI_FUELS]) for i in 1:max_fuels]
COFIRE_MAX_START = [findall(g -> max_cofire_start_cols(g, tag=i) < 1, gen[MULTI_FUELS]) for i in 1:max_fuels]
COFIRE_MIN = [findall(g -> min_cofire_cols(g, tag=i) < 1, gen[MULTI_FUELS]) for i in 1:max_fuels]
COFIRE_MIN_START = [findall(g -> min_cofire_start_cols(g, tag=i) < 1, gen[MULTI_FUELS]) for i in 1:max_fuels]
COFIRE_MIN = [findall(g -> min_cofire_cols(g, tag=i) > 0, gen[MULTI_FUELS]) for i in 1:max_fuels]
COFIRE_MIN_START = [findall(g -> min_cofire_start_cols(g, tag=i) > 0, gen[MULTI_FUELS]) for i in 1:max_fuels]

@variable(EP, vMulFuels[y in MULTI_FUELS, i = 1:max_fuels, t = 1:T] >= 0)
@variable(EP, vMulStartFuels[y in MULTI_FUELS, i = 1:max_fuels, t = 1:T] >= 0)
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6 changes: 3 additions & 3 deletions src/model/resources/resources.jl
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Expand Up @@ -570,12 +570,12 @@ co2_capture_fraction_startup(r::AbstractResource) = get(r, :co2_capture_fraction
ccs_disposal_cost_per_metric_ton(r::AbstractResource) = get(r, :ccs_disposal_cost_per_metric_ton, default_zero)
biomass(r::AbstractResource) = get(r, :biomass, default_zero)
multi_fuels(r::AbstractResource) = get(r, :multi_fuels, default_zero)
fuel_cols(r::AbstractResource; tag::Int64) = get(r, Symbol(string("fuel",tag)), default_zero)
fuel_cols(r::AbstractResource; tag::Int64) = get(r, Symbol(string("fuel",tag)), "None")
num_fuels(r::AbstractResource) = get(r, :num_fuels, default_zero)
heat_rate_cols(r::AbstractResource; tag::Int64) = get(r, Symbol(string("heat_rate",tag, "_mmbtu_per_mwh")), default_zero)
max_cofire_cols(r::AbstractResource; tag::Int64) = get(r, Symbol(string("fuel",tag, "_max_cofire_level")), default_zero)
max_cofire_cols(r::AbstractResource; tag::Int64) = get(r, Symbol(string("fuel",tag, "_max_cofire_level")), 1)
min_cofire_cols(r::AbstractResource; tag::Int64) = get(r, Symbol(string("fuel",tag, "_min_cofire_level")), default_zero)
max_cofire_start_cols(r::AbstractResource; tag::Int64) = get(r, Symbol(string("fuel",tag, "_max_cofire_level_start")), default_zero)
max_cofire_start_cols(r::AbstractResource; tag::Int64) = get(r, Symbol(string("fuel",tag, "_max_cofire_level_start")), 1)
min_cofire_start_cols(r::AbstractResource; tag::Int64) = get(r, Symbol(string("fuel",tag, "_min_cofire_level_start")), default_zero)

# Reservoir hydro and storage
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60 changes: 30 additions & 30 deletions test/LoadResourceData/test_gen_non_colocated/Resources/Thermal.csv
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@@ -1,30 +1,30 @@
Resource,Zone,Model,MGA,Resource_Type,Min_Power,Ramp_Up_Percentage,Ramp_Dn_Percentage,Existing_Cap_MW,Cap_Size,Min_Cap_MW,Max_Cap_MW,New_Build,Can_Retire,Fuel,Inv_Cost_Per_MWyr,Fixed_Om_Cost_Per_MWyr,Var_Om_Cost_Per_MWh,Up_Time,Down_Time,Start_Cost_Per_MW,Start_Fuel_Mmbtu_Per_MW,Heat_Rate_Mmbtu_Per_MWh,Reg_Cost,Rsv_Cost,Reg_Max,Rsv_Max,Region,Cluster,PWFU_Fuel_Usage_Zero_Load_MMBTU_per_h,PWFU_Heat_Rate_MMBTU_per_MWh_1,PWFU_Heat_Rate_MMBTU_per_MWh_2,PWFU_Load_Point_MW_1,PWFU_Load_Point_MW_2,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton,Biomass
NENGREST_biomass_1,1,1,1,biomass,0.45,1,1,106.062,3.21,0,0,0,0,None,0,122976,5.08,0,0,0,0,14.58,0,0,0.083333333,0.166666667,NENGREST,1,0,0,0,0,0,0,0,0,0
NENGREST_natural_gas_fired_combined_cycle_1,1,1,1,natural_gas_fired_combined_cycle,0.468,0.64,0.64,7077.3,471.82,0,0,0,1,NENGREST_NG,0,10287,3.55,6,6,91,2,7.43,0,0,0.053333333,0.106666667,NENGREST,1,400,6,7.2,160,250,0.9,0.6,20,0
NENGREST_natural_gas_fired_combined_cycle_2,1,1,1,natural_gas_fired_combined_cycle,0.507,0.64,0.64,2684.803,244.07,0,0,0,1,NENGREST_NG,0,16291,4.5,6,6,91,2,8.29,0,0,0.053333333,0.106666667,NENGREST,2,0,0,0,0,0,0,0,0,0
NENGREST_natural_gas_fired_combustion_turbine_1,1,1,1,natural_gas_fired_combustion_turbine,0.456,3.78,3.78,302.701,43.24,0,0,0,1,NENGREST_NG,0,12080,4.6,1,1,118,3.5,10.13,0,0,0.315,0.63,NENGREST,1,0,0,0,0,0,0,0,0,0
NENGREST_natural_gas_fired_combustion_turbine_2,1,1,1,natural_gas_fired_combustion_turbine,0.488,3.78,3.78,62.704,7.84,0,0,0,1,NENGREST_NG,0,13991,4.6,1,1,118,3.5,4.74,0,0,0.315,0.63,NENGREST,2,0,0,0,0,0,0,0,0,0
NENGREST_natural_gas_steam_turbine_1,1,1,1,natural_gas_steam_turbine,0,0,0,0.6,0.6,0,0,0,1,NENGREST_NG,0,50678,1.04,0,0,86,13.7,0,0,0,0,0,NENGREST,1,0,0,0,0,0,0,0,0,0
NENGREST_nuclear_1,1,1,1,nuclear,0.5,0.25,0.25,1242,1242,0,0,0,1,new_england_uranium,0,271818,2.32,24,24,245,0,10.46,0,0,0.020833333,0.041666667,NENGREST,1,0,0,0,0,0,0,0,0,0
NENG_CT_biomass_1,2,1,1,biomass,0.348,1,1,27.248,3.41,0,0,0,0,Biomass,0,122976,5.37,0,0,0,0,15.33,0,0,0.083333333,0.166666667,NENG_CT,1,0,0,0,0,0,0.9,0.6,20,1
NENG_CT_natural_gas_fired_combined_cycle_1,2,1,1,natural_gas_fired_combined_cycle,0.338,0.64,0.64,3488.704,436.09,0,0,0,1,NENG_CT_NG,0,9698,3.57,6,6,91,2,7.12,0,0,0.053333333,0.106666667,NENG_CT,1,0,0,0,0,0,0,0,0,0
NENG_CT_natural_gas_fired_combined_cycle_2,2,1,1,natural_gas_fired_combined_cycle,0.466,0.64,0.64,35.2,17.6,0,0,0,1,NENG_CT_NG,0,16291,4.5,6,6,91,2,10.77,0,0,0.053333333,0.106666667,NENG_CT,2,0,0,0,0,0,0,0,0,0
NENG_CT_natural_gas_fired_combustion_turbine_1,2,1,1,natural_gas_fired_combustion_turbine,0.124,3.78,3.78,434,54.25,0,0,0,1,NENG_CT_NG,0,10609,4.6,1,1,118,3.5,11.06,0,0,0.315,0.63,NENG_CT,1,0,0,0,0,0,0,0,0,0
NENG_CT_natural_gas_fired_combustion_turbine_2,2,1,1,natural_gas_fired_combustion_turbine,0.476,3.78,3.78,124.9,24.98,0,0,0,1,NENG_CT_NG,0,13991,4.6,1,1,118,3.5,8.35,0,0,0.315,0.63,NENG_CT,2,0,0,0,0,0,0,0,0,0
NENG_CT_nuclear_1,2,1,1,nuclear,0.5,0.25,0.25,2162.9,1081.45,0,0,0,1,new_england_uranium,0,190920,2.32,24,24,245,0,10.46,0,0,0.020833333,0.041666667,NENG_CT,1,0,0,0,0,0,0,0,0,0
NENG_ME_biomass_1,3,1,1,biomass,0.404,1,1,24.95,2.5,0,0,0,0,None,0,122976,4.85,0,0,0,0,13.84,0,0,0.083333333,0.166666667,NENG_ME,1,0,0,0,0,0,0,0,0,0
NENG_ME_natural_gas_fired_combined_cycle_1,3,1,1,natural_gas_fired_combined_cycle,0.474,0.64,0.64,274.5,137.25,0,0,0,1,NENG_ME_NG,0,16291,4.5,6,6,91,2,12.62,0,0,0.053333333,0.106666667,NENG_ME,1,0,0,0,0,0,0,0,0,0
NENG_ME_natural_gas_fired_combined_cycle_2,3,1,1,natural_gas_fired_combined_cycle,0.386,0.64,0.64,1114.1,557.05,0,0,0,1,NENG_ME_NG,0,9668,3.57,6,6,91,2,7.65,0,0,0.053333333,0.106666667,NENG_ME,2,0,0,0,0,0,0,0,0,0
NENG_ME_natural_gas_fired_combustion_turbine_1,3,1,1,natural_gas_fired_combustion_turbine,0.697,3.78,3.78,163.5,54.5,0,0,0,1,NENG_ME_NG,0,11540,4.6,1,1,118,3.5,4.75,0,0,0.315,0.63,NENG_ME,1,0,0,0,0,0,0,0,0,0
NENGREST_naturalgas_ccccsavgcf_mid_0,1,1,1,naturalgas_ccccsavgcf_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENGREST_NG_ccs90,229388,27483,5.82,6,6,103,0,7.52,0,0,0.053333333,0.106666667,NENGREST,0,0,0,0,0,0,0,0,0,0
NENGREST_naturalgas_ccavgcf_mid_0,1,1,1,naturalgas_ccavgcf_mid,0.2,0.64,0.64,0,500,0,-1,1,1,NENGREST_NG,110025,12441,1.61,6,6,103,2,6.27,0,0,0.053333333,0.106666667,NENGREST,0,0,0,0,0,0,0,0,0,0
NENGREST_naturalgas_ctavgcf_mid_0,1,1,1,naturalgas_ctavgcf_mid,0.3,3.78,3.78,0,100,0,-1,1,1,NENGREST_NG,81998,6960,4.49,1,1,134,3.5,9.9,0,0,0.315,0.63,NENGREST,0,0,0,0,0,0,0,0,0,0
NENGREST_naturalgas_ccs100_mid_0,1,1,1,naturalgas_ccs100_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENGREST_NG_ccs100,239841,37153,6.26,6,6,103,0,7.89,0,0,0.053333333,0.106666667,NENGREST,0,0,0,0,0,0,0,0,0,0
NENG_CT_naturalgas_ccccsavgcf_mid_0,2,1,1,naturalgas_ccccsavgcf_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENG_CT_NG_ccs90,229388,27483,5.82,6,6,103,0,7.52,0,0,0.053333333,0.106666667,NENG_CT,0,0,0,0,0,0,0,0,0,0
NENG_CT_naturalgas_ccavgcf_mid_0,2,1,1,naturalgas_ccavgcf_mid,0.2,0.64,0.64,0,500,0,-1,1,1,NENG_CT_NG,110025,12441,1.61,6,6,103,2,6.27,0,0,0.053333333,0.106666667,NENG_CT,0,0,0,0,0,0,0,0,0,0
NENG_CT_naturalgas_ctavgcf_mid_0,2,1,1,naturalgas_ctavgcf_mid,0.3,3.78,3.78,0,100,0,-1,1,1,NENG_CT_NG,81998,6960,4.49,1,1,134,3.5,9.9,0,0,0.315,0.63,NENG_CT,0,0,0,0,0,0,0,0,0,0
NENG_CT_naturalgas_ccs100_mid_0,2,1,1,naturalgas_ccs100_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENG_CT_NG_ccs100,239841,37153,6.26,6,6,103,0,7.89,0,0,0.053333333,0.106666667,NENG_CT,0,0,0,0,0,0,0,0,0,0
NENG_ME_naturalgas_ccccsavgcf_mid_0,3,1,1,naturalgas_ccccsavgcf_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENG_ME_NG_ccs90,229388,27483,5.82,6,6,103,0,7.52,0,0,0.053333333,0.106666667,NENG_ME,0,0,0,0,0,0,0,0,0,0
NENG_ME_naturalgas_ccavgcf_mid_0,3,1,1,naturalgas_ccavgcf_mid,0.2,0.64,0.64,0,500,0,-1,1,1,NENG_ME_NG,110025,12441,1.61,6,6,103,2,6.27,0,0,0.053333333,0.106666667,NENG_ME,0,0,0,0,0,0,0,0,0,0
NENG_ME_naturalgas_ctavgcf_mid_0,3,1,1,naturalgas_ctavgcf_mid,0.3,3.78,3.78,0,100,0,-1,1,1,NENG_ME_NG,81998,6960,4.49,1,1,134,3.5,9.9,0,0,0.315,0.63,NENG_ME,0,0,0,0,0,0,0,0,0,0
NENG_ME_naturalgas_ccs100_mid_0,3,1,1,naturalgas_ccs100_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENG_ME_NG_ccs100,239841,37153,6.26,6,6,103,0,7.89,0,0,0.053333333,0.106666667,NENG_ME,0,0,0,0,0,0,0,0,0,0
Resource,Zone,Model,MGA,Resource_Type,Min_Power,Ramp_Up_Percentage,Ramp_Dn_Percentage,Existing_Cap_MW,Cap_Size,Min_Cap_MW,Max_Cap_MW,New_Build,Can_Retire,Fuel,Inv_Cost_Per_MWyr,Fixed_Om_Cost_Per_MWyr,Var_Om_Cost_Per_MWh,Up_Time,Down_Time,Start_Cost_Per_MW,Start_Fuel_Mmbtu_Per_MW,Heat_Rate_Mmbtu_Per_MWh,Reg_Cost,Rsv_Cost,Reg_Max,Rsv_Max,Region,Cluster,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton,Biomass,MULTI_FUELS,Num_Fuels,Fuel1,Heat_Rate1_MMBTU_per_MWh,Fuel1_Min_Cofire_Level,Fuel1_Min_Cofire_Level_Start,Fuel1_Max_Cofire_Level,Fuel1_Max_Cofire_Level_Start,Fuel2,Heat_Rate2_MMBTU_per_MWh,Fuel2_Min_Cofire_Level,Fuel2_Max_Cofire_Level,Fuel2_Min_Cofire_Level_Start,Fuel2_Max_Cofire_Level_Start
NENGREST_biomass_1,1,1,1,biomass,0.45,1,1,106.062,3.21,0,0,0,0,None,0,122976,5.08,0,0,0,0,14.58,0,0,0.083333333,0.166666667,NENGREST,1,0,0,-39,0,1,2,mountain_naturalgas,6.36,0,0,0.12,1,hydrogen,6.36,0,0.12,0,0.12
NENGREST_natural_gas_fired_combined_cycle_1,1,1,1,natural_gas_fired_combined_cycle,0.468,0.64,0.64,7077.3,471.82,0,0,0,1,NENGREST_NG,0,10287,3.55,6,6,91,2,7.43,0,0,0.053333333,0.106666667,NENGREST,1,0,0,-39,0,1,2,mountain_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
NENGREST_natural_gas_fired_combined_cycle_2,1,1,1,natural_gas_fired_combined_cycle,0.507,0.64,0.64,2684.803,244.07,0,0,0,1,NENGREST_NG,0,16291,4.5,6,6,91,2,8.29,0,0,0.053333333,0.106666667,NENGREST,2,0.9,0.9,-28.936,0,1,2,pacific_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
NENGREST_natural_gas_fired_combustion_turbine_1,1,1,1,natural_gas_fired_combustion_turbine,0.456,3.78,3.78,302.701,43.24,0,0,0,1,NENGREST_NG,0,12080,4.6,1,1,118,3.5,10.13,0,0,0.315,0.63,NENGREST,1,0,0,-39,0,1,2,pacific_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
NENGREST_natural_gas_fired_combustion_turbine_2,1,1,1,natural_gas_fired_combustion_turbine,0.488,3.78,3.78,62.704,7.84,0,0,0,1,NENGREST_NG,0,13991,4.6,1,1,118,3.5,4.74,0,0,0.315,0.63,NENGREST,2,0,0,-39,0,1,2,pacific_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
NENGREST_natural_gas_steam_turbine_1,1,1,1,natural_gas_steam_turbine,0,0,0,0.6,0.6,0,0,0,1,NENGREST_NG,0,50678,1.04,0,0,86,13.7,0,0,0,0,0,NENGREST,1,0.9,0.9,-20.634,0,1,2,pacific_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
NENGREST_nuclear_1,1,1,1,nuclear,0.5,0.25,0.25,1242,1242,0,0,0,1,new_england_uranium,0,271818,2.32,24,24,245,0,10.46,0,0,0.020833333,0.041666667,NENGREST,1,0,0,-39,0,1,2,pacific_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
NENG_CT_biomass_1,2,1,1,biomass,0.348,1,1,27.248,3.41,0,0,0,0,Biomass,0,122976,5.37,0,0,0,0,15.33,0,0,0.083333333,0.166666667,NENG_CT,1,0,0,-39,1,1,2,pacific_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
NENG_CT_natural_gas_fired_combined_cycle_1,2,1,1,natural_gas_fired_combined_cycle,0.338,0.64,0.64,3488.704,436.09,0,0,0,1,NENG_CT_NG,0,9698,3.57,6,6,91,2,7.12,0,0,0.053333333,0.106666667,NENG_CT,1,0.9,0.9,-26.5,0,1,2,south_atlantic_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
NENG_CT_natural_gas_fired_combined_cycle_2,2,1,1,natural_gas_fired_combined_cycle,0.466,0.64,0.64,35.2,17.6,0,0,0,1,NENG_CT_NG,0,16291,4.5,6,6,91,2,10.77,0,0,0.053333333,0.106666667,NENG_CT,2,0,0,-39,0,1,2,south_atlantic_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
NENG_CT_natural_gas_fired_combustion_turbine_1,2,1,1,natural_gas_fired_combustion_turbine,0.124,3.78,3.78,434,54.25,0,0,0,1,NENG_CT_NG,0,10609,4.6,1,1,118,3.5,11.06,0,0,0.315,0.63,NENG_CT,1,0,0,-39,0,1,2,south_atlantic_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
NENG_CT_natural_gas_fired_combustion_turbine_2,2,1,1,natural_gas_fired_combustion_turbine,0.476,3.78,3.78,124.9,24.98,0,0,0,1,NENG_CT_NG,0,13991,4.6,1,1,118,3.5,8.35,0,0,0.315,0.63,NENG_CT,2,0,0,-39,0,1,2,new_england_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
NENG_CT_nuclear_1,2,1,1,nuclear,0.5,0.25,0.25,2162.9,1081.45,0,0,0,1,new_england_uranium,0,190920,2.32,24,24,245,0,10.46,0,0,0.020833333,0.041666667,NENG_CT,1,0,0,-39,0,1,2,new_england_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
NENG_ME_biomass_1,3,1,1,biomass,0.404,1,1,24.95,2.5,0,0,0,0,None,0,122976,4.85,0,0,0,0,13.84,0,0,0.083333333,0.166666667,NENG_ME,1,0.9,0.9,-24.632,0,1,2,east_north_central_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
NENG_ME_natural_gas_fired_combined_cycle_1,3,1,1,natural_gas_fired_combined_cycle,0.474,0.64,0.64,274.5,137.25,0,0,0,1,NENG_ME_NG,0,16291,4.5,6,6,91,2,12.62,0,0,0.053333333,0.106666667,NENG_ME,1,0,0,-39,0,0,1,east_north_central_coal,0,0,0,1,1,hydrogen,0,0,1,0,1
NENG_ME_natural_gas_fired_combined_cycle_2,3,1,1,natural_gas_fired_combined_cycle,0.386,0.64,0.64,1114.1,557.05,0,0,0,1,NENG_ME_NG,0,9668,3.57,6,6,91,2,7.65,0,0,0.053333333,0.106666667,NENG_ME,2,0,0,-39,0,0,1,pacific_coal,0,0,0,1,1,hydrogen,0,0,1,0,1
NENG_ME_natural_gas_fired_combustion_turbine_1,3,1,1,natural_gas_fired_combustion_turbine,0.697,3.78,3.78,163.5,54.5,0,0,0,1,NENG_ME_NG,0,11540,4.6,1,1,118,3.5,4.75,0,0,0.315,0.63,NENG_ME,1,0.9,0.9,-24.632,0,1,2,east_north_central_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
NENGREST_naturalgas_ccccsavgcf_mid_0,1,1,1,naturalgas_ccccsavgcf_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENGREST_NG_ccs90,229388,27483,5.82,6,6,103,0,7.52,0,0,0.053333333,0.106666667,NENGREST,0,0,0,-39,0,1,2,east_north_central_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
NENGREST_naturalgas_ccavgcf_mid_0,1,1,1,naturalgas_ccavgcf_mid,0.2,0.64,0.64,0,500,0,-1,1,1,NENGREST_NG,110025,12441,1.61,6,6,103,2,6.27,0,0,0.053333333,0.106666667,NENGREST,0,0,0,-39,0,1,2,east_north_central_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
NENGREST_naturalgas_ctavgcf_mid_0,1,1,1,naturalgas_ctavgcf_mid,0.3,3.78,3.78,0,100,0,-1,1,1,NENGREST_NG,81998,6960,4.49,1,1,134,3.5,9.9,0,0,0.315,0.63,NENGREST,0,0.9,0.9,-26.989,0,1,2,west_south_central_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
NENGREST_naturalgas_ccs100_mid_0,1,1,1,naturalgas_ccs100_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENGREST_NG_ccs100,239841,37153,6.26,6,6,103,0,7.89,0,0,0.053333333,0.106666667,NENGREST,0,0,0,-39,0,1,2,west_south_central_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
NENG_CT_naturalgas_ccccsavgcf_mid_0,2,1,1,naturalgas_ccccsavgcf_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENG_CT_NG_ccs90,229388,27483,5.82,6,6,103,0,7.52,0,0,0.053333333,0.106666667,NENG_CT,0,0,0,-39,0,1,2,west_south_central_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
NENG_CT_naturalgas_ccavgcf_mid_0,2,1,1,naturalgas_ccavgcf_mid,0.2,0.64,0.64,0,500,0,-1,1,1,NENG_CT_NG,110025,12441,1.61,6,6,103,2,6.27,0,0,0.053333333,0.106666667,NENG_CT,0,0.9,0.9,-24.632,0,1,2,east_north_central_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
NENG_CT_naturalgas_ctavgcf_mid_0,2,1,1,naturalgas_ctavgcf_mid,0.3,3.78,3.78,0,100,0,-1,1,1,NENG_CT_NG,81998,6960,4.49,1,1,134,3.5,9.9,0,0,0.315,0.63,NENG_CT,0,0,0,-39,0,1,2,east_north_central_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
NENG_CT_naturalgas_ccs100_mid_0,2,1,1,naturalgas_ccs100_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENG_CT_NG_ccs100,239841,37153,6.26,6,6,103,0,7.89,0,0,0.053333333,0.106666667,NENG_CT,0,0,0,-39,0,1,2,east_north_central_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
NENG_ME_naturalgas_ccccsavgcf_mid_0,3,1,1,naturalgas_ccccsavgcf_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENG_ME_NG_ccs90,229388,27483,5.82,6,6,103,0,7.52,0,0,0.053333333,0.106666667,NENG_ME,0,0.9,0.9,-18.389,0,1,2,pacific_naturalgas,7.16,0,0,1,1,hydrogen,7.16,0,0.12,0,0.12
NENG_ME_naturalgas_ccavgcf_mid_0,3,1,1,naturalgas_ccavgcf_mid,0.2,0.64,0.64,0,500,0,-1,1,1,NENG_ME_NG,110025,12441,1.61,6,6,103,2,6.27,0,0,0.053333333,0.106666667,NENG_ME,0,0,0,-39,0,1,2,pacific_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
NENG_ME_naturalgas_ctavgcf_mid_0,3,1,1,naturalgas_ctavgcf_mid,0.3,3.78,3.78,0,100,0,-1,1,1,NENG_ME_NG,81998,6960,4.49,1,1,134,3.5,9.9,0,0,0.315,0.63,NENG_ME,0,0,0,-39,0,1,2,pacific_naturalgas,9.72,0,0,1,1,hydrogen,9.72,0,0.12,0,0.12
NENG_ME_naturalgas_ccs100_mid_0,3,1,1,naturalgas_ccs100_mid,0.6,0.64,0.64,0,500,0,-1,0,1,NENG_ME_NG_ccs100,239841,37153,6.26,6,6,103,0,7.89,0,0,0.053333333,0.106666667,NENG_ME,0,0,0,-39,0,1,2,middle_atlantic_naturalgas,6.36,0,0,1,1,hydrogen,6.36,0,0.12,0,0.12
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