# CreateContributionTestScript.py # # Developed by Jeffrey Rissman # # This is a Python script that is used to generate a Vensim command script. # The Vensim command script will perform one run with all selected policies # enabled, one run with all policies disabled (a BAU run), # and one run with each defined subset (or "group") within the set of selected # policies turned off or turned on (depending on a user setting in this script). # File Names # ---------- # Rather than including input and output file names in the code below, we assign all the file # names to variables in this section. This allows the names to be easily changed if desired. ModelFile = "EPS.mdl" # The name of the Vensim model file (typically with .mdl or .vpmx extension) FirstYear = "2019" # The first year you wish to include in the output file (cannot be prior to first simulated year) FinalYear = "2050" # The last year you wish to include in the output file (cannot be later than last simulated year) OutputScript = "GeneratedContributionTestScript.cmd" # The desired filename of the Vensim command script to be generated RunResultsFile = "ContributionTestResults.tsv" # The desired filename for TSV file containing model run results OutputVarsFile = "OutputVarsForWedgeDiagram.lst" # The name of the file containing a list of variables to be included in the RunResultsFile # May optionally also be used as a SAVELIST for Vensim (see below) # Other Settings # -------------- RunName = "MostRecentRun" # The desired name for all runs performed. Used as the filename for the .vdfx files that Vensim creates EnableOrDisableGroups = "Disable" # Should each group be enabled or disabled in turn? # Essentially, this is testing either the contribution of a group in the proximity of the # BAU case ("Enable") or in the proximity of a scenario defined in the non-zero values of # the policies listed below ("Disable"). PolicySchedule = 1 # The number of the policy implementation schedule file to be used (in InputData/plcy-schd/FoPITY) # Index definitions # ----------------- # Each policy is a Python list. The numbers below are a key to the meaning of the four entries # that compose each policy, so we can refer to them by meaningful names in the code. # Note that the fourth entry in each policy, Settings, is itself a list that contains various # setting values. Do not change any names or numbers in this section. Enabled = 0 LongName = 1 ShortName = 2 Settings = 3 Group = 4 # Policy Options # -------------- # This section specifies which policies should be included in the Vensim command script # (called here "enabled" policies) and what setting values for those policies should # be included. Unless you are using "Enable" Groups mode, all non-repeating # combinations of the settings for enabled policies will # be included in the Vensim command script, so do not enable too many policies at once, or # Vensim will be unable to complete the necessary runs in a reasonable amount of time. # Each policy is on a single line: # You may change the first entry of each policy to "True" to enable the policy or "False" to disable it. # The second and third entries are the long and short name of the policy, used internally by this script. Do not change these names. # The fourth entry in each policy is a list of setting values enclosed with square brackets. # You may change these values, add more values (separated by commas), and delete values. # Any enabled policy must have a minimum of one setting value. A policy that is disabled # and a policy with a setting of zero produce identical results. # The fifth entry in each policy is its group name. By default, each policy is in its own group (and its subscripts share that group). # Change the group names so multiple policies share a name (like "financial policies") to cause them to be enabled or disabled together. PotentialPolicies = ( # Transportation Sector Policies (False,"Percentage Reduction of Separately Regulated Pollutants[LDVs,VOC]","Conventional Pollutant Standards - LDVs VOCs",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[LDVs,CO]","Conventional Pollutant Standards - LDVs CO",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[LDVs,NOx]","Conventional Pollutant Standards - LDVs NOx",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[LDVs,PM10]","Conventional Pollutant Standards - LDVs PM10",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[LDVs,PM25]","Conventional Pollutant Standards - LDVs PM2.5",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[LDVs,SOx]","Conventional Pollutant Standards - LDVs SOx",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[LDVs,BC]","Conventional Pollutant Standards - LDVs BC",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[LDVs,OC]","Conventional Pollutant Standards - LDVs OC",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[HDVs,VOC]","Conventional Pollutant Standards - HDVs VOCs",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[HDVs,CO]","Conventional Pollutant Standards - HDVs CO",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[HDVs,NOx]","Conventional Pollutant Standards - HDVs NOx",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[HDVs,PM10]","Conventional Pollutant Standards - HDVs PM10",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[HDVs,PM25]","Conventional Pollutant Standards - HDVs PM2.5",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[HDVs,SOx]","Conventional Pollutant Standards - HDVs SOx",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[HDVs,BC]","Conventional Pollutant Standards - HDVs BC",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[HDVs,OC]","Conventional Pollutant Standards - HDVs OC",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[aircraft,VOC]","Conventional Pollutant Standards - aircraft VOCs",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[aircraft,NOx]","Conventional Pollutant Standards - aircraft NOx",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[rail,VOC]","Conventional Pollutant Standards - rail VOCs",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[rail,CO]","Conventional Pollutant Standards - rail CO",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[rail,NOx]","Conventional Pollutant Standards - rail NOx",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[rail,PM10]","Conventional Pollutant Standards - rail PM10",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[rail,PM25]","Conventional Pollutant Standards - rail PM2.5",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[rail,BC]","Conventional Pollutant Standards - rail BC",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[rail,OC]","Conventional Pollutant Standards - rail OC",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[ships,VOC]","Conventional Pollutant Standards - ships VOCs",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[ships,CO]","Conventional Pollutant Standards - ships CO",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[ships,NOx]","Conventional Pollutant Standards - ships NOx",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[ships,PM10]","Conventional Pollutant Standards - ships PM10",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[ships,PM25]","Conventional Pollutant Standards - ships PM2.5",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[ships,BC]","Conventional Pollutant Standards - ships BC",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[ships,OC]","Conventional Pollutant Standards - ships OC",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[motorbikes,VOC]","Conventional Pollutant Standards - motorbikes VOCs",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[motorbikes,CO]","Conventional Pollutant Standards - motorbikes CO",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[motorbikes,NOx]","Conventional Pollutant Standards - motorbikes NOx",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[motorbikes,PM10]","Conventional Pollutant Standards - motorbikes PM10",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[motorbikes,PM25]","Conventional Pollutant Standards - motorbikes PM2.5",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[motorbikes,SOx]","Conventional Pollutant Standards - motorbikes SOx",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[motorbikes,BC]","Conventional Pollutant Standards - motorbikes BC",[0,1],"Conventional Pollutant Standard"), (False,"Percentage Reduction of Separately Regulated Pollutants[motorbikes,OC]","Conventional Pollutant Standards - motorbikes OC",[0,1],"Conventional Pollutant Standard"), (False,"EV Charger Deployment","Electric Vehicle Charger Deployment",[0,300],"EV Charger Deployment"), (False,"Reduce EV Range Anxiety and Charging Time","Electric Vehicle Range n Charging Time",[0,1],"EV Range n Charging Time"), (True,"Additional Minimum Required EV Sales Percentage[passenger,LDVs]","Electric Vehicle Sales Mandate - Passenger LDVs",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[freight,LDVs]","Electric Vehicle Sales Mandate - Freight LDVs",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[passenger,HDVs]","Electric Vehicle Sales Mandate - Passenger HDVs",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[freight,HDVs]","Electric Vehicle Sales Mandate - Freight HDVs",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[passenger,aircraft]","Electric Vehicle Sales Mandate - Passenger Aircraft",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[freight,aircraft]","Electric Vehicle Sales Mandate - Freight Aircraft",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[passenger,rail]","Electric Vehicle Sales Mandate - Passenger Rail",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[freight,rail]","Electric Vehicle Sales Mandate - Freight Rail",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[passenger,ships]","Electric Vehicle Sales Mandate - Passenger Ships",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[freight,ships]","Electric Vehicle Sales Mandate - Freight Ships",[0,1],"EV Sales Mandate"), (False,"Additional Minimum Required EV Sales Percentage[passenger,motorbikes]","Electric Vehicle Sales Mandate - Passenger Motorbikes",[0,1],"EV Sales Mandate"), (False,"Additional EV Subsidy Percentage[passenger,LDVs]","Electric Vehicle Subsidy - Passenger LDVs",[0,0.5],"EV Subsidy"), (False,"LDVs Feebate Rate","Feebate",[0,1],"Feebate"), (True,"Percentage Additional Improvement of Fuel Economy Std[passenger,LDVs]","Fuel Economy Standard - Passenger LDVs",[0,1],"Vehicle Fuel Economy Standards"), (True,"Percentage Additional Improvement of Fuel Economy Std[freight,LDVs]","Fuel Economy Standard - Freight LDVs",[0,1],"Vehicle Fuel Economy Standards"), (True,"Percentage Additional Improvement of Fuel Economy Std[passenger,HDVs]","Fuel Economy Standard - Passenger HDVs",[0,0.66],"Vehicle Fuel Economy Standards"), (True,"Percentage Additional Improvement of Fuel Economy Std[freight,HDVs]","Fuel Economy Standard - Freight HDVs",[0,0.66],"Vehicle Fuel Economy Standards"), (False,"Percentage Additional Improvement of Fuel Economy Std[passenger,aircraft]","Fuel Economy Standard - Passenger Aircraft",[0,0.54],"Vehicle Fuel Economy Standards"), (False,"Percentage Additional Improvement of Fuel Economy Std[freight,aircraft]","Fuel Economy Standard - Freight Aircraft",[0,0.54],"Vehicle Fuel Economy Standards"), (False,"Percentage Additional Improvement of Fuel Economy Std[passenger,rail]","Fuel Economy Standard - Passenger Rail",[0,0.2],"Vehicle Fuel Economy Standards"), (False,"Percentage Additional Improvement of Fuel Economy Std[freight,rail]","Fuel Economy Standard - Freight Rail",[0,0.2],"Vehicle Fuel Economy Standards"), (False,"Percentage Additional Improvement of Fuel Economy Std[passenger,ships]","Fuel Economy Standard - Passenger Ships",[0,0.2],"Vehicle Fuel Economy Standards"), (False,"Percentage Additional Improvement of Fuel Economy Std[freight,ships]","Fuel Economy Standard - Freight Ships",[0,0.2],"Vehicle Fuel Economy Standards"), (False,"Percentage Additional Improvement of Fuel Economy Std[passenger,motorbikes]","Fuel Economy Standard - Passenger Motorbikes",[0,0.74],"Vehicle Fuel Economy Standards"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[passenger,LDVs]","Hydrogen Vehicle Sales Mandate - Passenger LDVs",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[freight,LDVs]","Hydrogen Vehicle Sales Mandate - Freight LDVs",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[passenger,HDVs]","Hydrogen Vehicle Sales Mandate - Passenger HDVs",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[freight,HDVs]","Hydrogen Vehicle Sales Mandate - Freight HDVs",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[passenger,aircraft]","Hydrogen Vehicle Sales Mandate - Passenger Aircraft",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[freight,aircraft]","Hydrogen Vehicle Sales Mandate - Freight Aircraft",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[passenger,rail]","Hydrogen Vehicle Sales Mandate - Passenger Rail",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[freight,rail]","Hydrogen Vehicle Sales Mandate - Freight Rail",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[passenger,ships]","Hydrogen Vehicle Sales Mandate - Passenger Ships",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Minimum Required Hydrogen Vehicle Sales Percentage[freight,ships]","Hydrogen Vehicle Sales Mandate - Freight Ships",[0,1],"Hydrogen Veh Sales Mandate"), (False,"Additional LCFS Percentage","Low Carbon Fuel Standard",[0,0.2],"Low Carbon Fuel Standard"), (False,"Fraction of TDM Package Implemented[passenger]","Transportation Demand Management - Passengers",[0,1],"Transportation Demand Management"), (False,"Fraction of TDM Package Implemented[freight]","Transportation Demand Management - Freight",[0,1],"Transportation Demand Management"), # Buildings Sector Policies (True,"Fraction of New Bldg Components Shifted to Other Fuels[heating,urban residential]","Building Component Electrification - Urban Residential Heating",[0,1],"Building Component Electrification"), (False,"Fraction of New Bldg Components Shifted to Other Fuels[appliances,urban residential]","Building Component Electrification - Urban Residential Appliances",[0,1],"Building Component Electrification"), (False,"Fraction of New Bldg Components Shifted to Other Fuels[other component,urban residential]","Building Component Electrification - Urban Residential Other Components",[0,1],"Building Component Electrification"), (True,"Fraction of New Bldg Components Shifted to Other Fuels[heating,rural residential]","Building Component Electrification - Rural Residential Heating",[0,1],"Building Component Electrification"), (False,"Fraction of New Bldg Components Shifted to Other Fuels[appliances,rural residential]","Building Component Electrification - Rural Residential Appliances",[0,1],"Building Component Electrification"), (False,"Fraction of New Bldg Components Shifted to Other Fuels[other component,rural residential]","Building Component Electrification - Rural Residential Other Components",[0,1],"Building Component Electrification"), (True,"Fraction of New Bldg Components Shifted to Other Fuels[heating,commercial]","Building Component Electrification - Commercial Heating",[0,1],"Building Component Electrification"), (False,"Fraction of New Bldg Components Shifted to Other Fuels[appliances,commercial]","Building Component Electrification - Commercial Appliances",[0,1],"Building Component Electrification"), (False,"Fraction of New Bldg Components Shifted to Other Fuels[other component,commercial]","Building Component Electrification - Commercial Other Components",[0,1],"Building Component Electrification"), (False,"Reduction in E Use Allowed by Component Eff Std[heating,urban residential]","Building Energy Efficiency Standards - Urban Residential Heating",[0,0.22],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[cooling and ventilation,urban residential]","Building Energy Efficiency Standards - Urban Residential Cooling and Ventilation",[0,0.38],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[envelope,urban residential]","Building Energy Efficiency Standards - Urban Residential Envelope",[0,0.38],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[lighting,urban residential]","Building Energy Efficiency Standards - Urban Residential Lighting",[0,0.4],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[appliances,urban residential]","Building Energy Efficiency Standards - Urban Residential Appliances",[0,0.38],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[other component,urban residential]","Building Energy Efficiency Standards - Urban Residential Other Components",[0,0.11],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[heating,rural residential]","Building Energy Efficiency Standards - Rural Residential Heating",[0,0.22],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[cooling and ventilation,rural residential]","Building Energy Efficiency Standards - Rural Residential Cooling and Ventilation",[0,0.38],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[envelope,rural residential]","Building Energy Efficiency Standards - Rural Residential Envelope",[0,0.38],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[lighting,rural residential]","Building Energy Efficiency Standards - Rural Residential Lighting",[0,0.4],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[appliances,rural residential]","Building Energy Efficiency Standards - Rural Residential Appliances",[0,0.38],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[other component,rural residential]","Building Energy Efficiency Standards - Rural Residential Other Components",[0,0.11],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[heating,commercial]","Building Energy Efficiency Standards - Commercial Heating",[0,0.22],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[cooling and ventilation,commercial]","Building Energy Efficiency Standards - Commercial Cooling and Ventilation",[0,0.38],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[envelope,commercial]","Building Energy Efficiency Standards - Commercial Envelope",[0,0.38],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[lighting,commercial]","Building Energy Efficiency Standards - Commercial Lighting",[0,0.4],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[appliances,commercial]","Building Energy Efficiency Standards - Commercial Appliances",[0,0.38],"Building Energy Efficiency Standards"), (False,"Reduction in E Use Allowed by Component Eff Std[other component,commercial]","Building Energy Efficiency Standards - Commercial Other Components",[0,0.11],"Building Energy Efficiency Standards"), (False,"Boolean Improved Contractor Edu and Training","Contractor Training",[0,1],"Contractor Training"), (False,"Min Fraction of Total Elec Demand to be Met by Distributed Solar PV","Distributed Solar Carve-Out",[0,0.24],"Distributed Solar Promotion"), (False,"Perc Subsidy for Distributed Solar PV Capacity","Distributed Solar Subsidy",[0,0.5],"Distributed Solar Promotion"), (False,"Boolean Improved Device Labeling","Improved Labeling",[0,1],"Improved Labeling"), (False,"Share of Preexisting Buildings Subject to Retrofitting[urban residential]","Retrofit Existing Buildings - Urban Residential",[0,0.5],"Increased Retrofitting"), (False,"Share of Preexisting Buildings Subject to Retrofitting[rural residential]","Retrofit Existing Buildings - Rural Residential",[0,0.5],"Increased Retrofitting"), (False,"Share of Preexisting Buildings Subject to Retrofitting[commercial]","Retrofit Existing Buildings - Commercial",[0,0.5],"Increased Retrofitting"), (False,"Boolean Rebate Program for Efficient Components[heating]","Rebate for Efficient Products - Heating",[0,1],"Rebate for Efficient Products"), (False,"Boolean Rebate Program for Efficient Components[cooling and ventilation]","Rebate for Efficient Products - Cooling and Ventilation",[0,1],"Rebate for Efficient Products"), (False,"Boolean Rebate Program for Efficient Components[appliances]","Rebate for Efficient Products - Appliances",[0,1],"Rebate for Efficient Products"), # Electricity Sector Policies (False,"Boolean Ban New Power Plants[hard coal es]","Ban New Power Plants - Hard Coal",[0,1],"Ban New Power Plants"), (False,"Boolean Ban New Power Plants[natural gas nonpeaker es]","Ban New Power Plants - Natural Gas Nonpeaker",[0,1],"Ban New Power Plants"), (False,"Boolean Ban New Power Plants[nuclear es]","Ban New Power Plants - Nuclear",[0,1],"Ban New Power Plants"), (False,"Boolean Ban New Power Plants[hydro es]","Ban New Power Plants - Hydro",[0,1],"Ban New Power Plants"), (False,"Boolean Ban New Power Plants[lignite es]","Ban New Power Plants - Lignite",[0,1],"Ban New Power Plants"), (True,"Renewable Portfolio Std Percentage","Carbon-free Electricity Standard",[0,1],"Carbon-free Electricity Standard"), (False,"Percent Change in Electricity Exports","Change Electricity Exports",[-0.5,1],"Electricity Imports and Exports"), (False,"Percent Change in Electricity Imports[hard coal es]","Change Electricity Imports - Hard Coal",[-0.5,1],"Electricity Imports and Exports"), (False,"Percent Change in Electricity Imports[natural gas nonpeaker es]","Change Electricity Imports - Natural Gas Nonpeaker",[-0.5,1],"Electricity Imports and Exports"), (False,"Percent Change in Electricity Imports[nuclear es]","Change Electricity Imports - Nuclear",[-0.5,1],"Electricity Imports and Exports"), (False,"Percent Change in Electricity Imports[hydro es]","Change Electricity Imports - Hydro",[-0.5,1],"Electricity Imports and Exports"), (False,"Percent Change in Electricity Imports[onshore wind es]","Change Electricity Imports - Onshore Wind",[-0.5,1],"Electricity Imports and Exports"), (False,"Percent Change in Electricity Imports[solar PV es]","Change Electricity Imports - Solar PV",[-0.5,1],"Electricity Imports and Exports"), (False,"Percent Change in Electricity Imports[biomass es]","Change Electricity Imports - Biomass",[-0.5,1],"Electricity Imports and Exports"), (False,"Percent Change in Electricity Imports[petroleum es]","Change Electricity Imports - Petroleum",[-0.5,1],"Electricity Imports and Exports"), (False,"Fraction of Additional Demand Response Potential Achieved","Demand Response",[0,1],"Demand Response"), (False,"Annual Additional Capacity Retired due to Early Retirement Policy[hard coal es]","Early Retirement of Power Plants - Hard Coal",[0,10000],"Early Retirement of Power Plants"), (False,"Annual Additional Capacity Retired due to Early Retirement Policy[nuclear es]","Early Retirement of Power Plants - Nuclear",[0,10000],"Early Retirement of Power Plants"), (False,"Additional Battery Storage Annual Growth Percentage","Grid-Scale Electricity Storage",[0,0.16],"Grid-Scale Electricity Storage"), (False,"Percentage Increase in Transmission Capacity vs BAU","Increase Transmission",[0,1.13],"Increase Transmission"), (False,"Percentage Reduction in Plant Downtime[natural gas nonpeaker es,preexisting retiring]","Reduce Plant Downtime - Preexisting Natural Gas Nonpeaker",[0,0.6],"Reduce Plant Downtime"), (False,"Percentage Reduction in Plant Downtime[onshore wind es,newly built]","Reduce Plant Downtime - New Onshore Wind",[0,0.25],"Reduce Plant Downtime"), (False,"Percentage Reduction in Plant Downtime[solar PV es,newly built]","Reduce Plant Downtime - New Solar PV",[0,0.3],"Reduce Plant Downtime"), (False,"Percentage Reduction in Plant Downtime[offshore wind es,newly built]","Reduce Plant Downtime - New Offshore Wind",[0,0.25],"Reduce Plant Downtime"), (False,"Percent Reduction in Soft Costs of Capacity Construction[onshore wind es]","Reduce Soft Costs - Onshore Wind",[0,0.9],"Reduce Soft Costs"), (False,"Percent Reduction in Soft Costs of Capacity Construction[solar PV es]","Reduce Soft Costs - Solar PV",[0,0.9],"Reduce Soft Costs"), (False,"Percent Reduction in Soft Costs of Capacity Construction[offshore wind es]","Reduce Soft Costs - Offshore Wind",[0,0.9],"Reduce Soft Costs"), (False,"Percentage TnD Losses Avoided","Reduce Transmission n Distribution Losses",[0,0.4],"Reduce TnD Losses"), (False,"Perc Subsidy for Elec Capacity Construction[nuclear es]","Subsidy for Capacity Construction - Nuclear",[0,1],"Subsidy for Capacity Construction"), (False,"Perc Subsidy for Elec Capacity Construction[onshore wind es]","Subsidy for Capacity Construction - Onshore Wind",[0,1],"Subsidy for Capacity Construction"), (False,"Perc Subsidy for Elec Capacity Construction[solar PV es]","Subsidy for Capacity Construction - Solar PV",[0,1],"Subsidy for Capacity Construction"), (False,"Perc Subsidy for Elec Capacity Construction[solar thermal es]","Subsidy for Capacity Construction - Solar Thermal",[0,1],"Subsidy for Capacity Construction"), (False,"Perc Subsidy for Elec Capacity Construction[biomass es]","Subsidy for Capacity Construction - Biomass",[0,1],"Subsidy for Capacity Construction"), (False,"Perc Subsidy for Elec Capacity Construction[offshore wind es]","Subsidy for Capacity Construction - Offshore Wind",[0,1],"Subsidy for Capacity Construction"), (False,"Subsidy for Elec Production by Fuel[nuclear es]","Subsidy for Electricity Production - Nuclear",[0,60],"Subsidy for Electricity Production"), (False,"Subsidy for Elec Production by Fuel[onshore wind es]","Subsidy for Electricity Production - Onshore Wind",[0,60],"Subsidy for Electricity Production"), (False,"Subsidy for Elec Production by Fuel[solar PV es]","Subsidy for Electricity Production - Solar PV",[0,60],"Subsidy for Electricity Production"), (False,"Subsidy for Elec Production by Fuel[solar thermal es]","Subsidy for Electricity Production - Solar Thermal",[0,60],"Subsidy for Electricity Production"), (False,"Subsidy for Elec Production by Fuel[biomass es]","Subsidy for Electricity Production - Biomass",[0,60],"Subsidy for Electricity Production"), (False,"Subsidy for Elec Production by Fuel[offshore wind es]","Subsidy for Electricity Production - Offshore Wind",[0,60],"Subsidy for Electricity Production"), # Industry Sector Policies (False,"Fraction of Cement Measures Achieved","Cement Clinker Substitution",[0,1],"Cement Clinker Substitution"), (False,"Fraction of Potential Cogeneration and Waste Heat Recovery Adopted","Cogeneration and Waste Heat Recovery",[0,1],"Cogeneration and Waste Heat Recovery"), (False,"Fraction of Energy Savings from Early Facility Retirement Achieved","Early Retirement of Industrial Facilities",[0,1],"Early Retirement of Industrial Facilities"), (False,"Percentage Improvement in Eqpt Efficiency Standards above BAU[cement and other carbonates]","Industry Energy Efficiency Standards - Cement Industry",[0,0.33],"Industry Energy Efficiency Standards"), (False,"Percentage Improvement in Eqpt Efficiency Standards above BAU[natural gas and petroleum systems]","Industry Energy Efficiency Standards - Natural Gas and Petroleum Industry",[0,0.33],"Industry Energy Efficiency Standards"), (False,"Percentage Improvement in Eqpt Efficiency Standards above BAU[iron and steel]","Industry Energy Efficiency Standards - Iron and Steel Industry",[0,0.33],"Industry Energy Efficiency Standards"), (False,"Percentage Improvement in Eqpt Efficiency Standards above BAU[chemicals]","Industry Energy Efficiency Standards - Chemicals Industry",[0,0.33],"Industry Energy Efficiency Standards"), (False,"Percentage Improvement in Eqpt Efficiency Standards above BAU[coal mining]","Industry Energy Efficiency Standards - Coal Mining Industry",[0,0.33],"Industry Energy Efficiency Standards"), (False,"Percentage Improvement in Eqpt Efficiency Standards above BAU[waste management]","Industry Energy Efficiency Standards - Water n Waste",[0,0.33],"Industry Energy Efficiency Standards"), (False,"Percentage Improvement in Eqpt Efficiency Standards above BAU[agriculture]","Industry Energy Efficiency Standards - Agriculture",[0,0.33],"Industry Energy Efficiency Standards"), (False,"Percentage Improvement in Eqpt Efficiency Standards above BAU[other industries]","Industry Energy Efficiency Standards - Other Industries",[0,0.33],"Industry Energy Efficiency Standards"), (False,"Fraction of Installation and System Integration Issues Remedied","Improved System Design",[0,1],"Improved System Design"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[cement and other carbonates,hard coal if]","Electrification + Hydrogen - Cement Industry Coal Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[cement and other carbonates,natural gas if]","Electrification + Hydrogen - Cement Industry Natural Gas Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[cement and other carbonates,biomass if]","Electrification + Hydrogen - Cement Industry Biomass Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[cement and other carbonates,petroleum diesel if]","Electrification + Hydrogen - Cement Industry Petroleum Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[cement and other carbonates,heavy or residual fuel oil if]","Electrification + Hydrogen - Cement Industry Heavy or Residual Fuel Oil Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[cement and other carbonates,LPG propane or butane if]","Electrification + Hydrogen - Cement Industry LPG Propane or Butane Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[natural gas and petroleum systems,hard coal if]","Electrification + Hydrogen - Natural Gas and Petroleum Industry Coal Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[natural gas and petroleum systems,natural gas if]","Electrification + Hydrogen - Natural Gas and Petroleum Industry Natural Gas Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[natural gas and petroleum systems,biomass if]","Electrification + Hydrogen - Natural Gas and Petroleum Industry Biomass Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[natural gas and petroleum systems,crude oil if]","Electrification + Hydrogen - Natural Gas and Petroleum Industry Crude Oil Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[iron and steel,hard coal if]","Electrification + Hydrogen - Iron and Steel Industry Coal Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[iron and steel,natural gas if]","Electrification + Hydrogen - Iron and Steel Industry Natural Gas Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[iron and steel,petroleum diesel if]","Electrification + Hydrogen - Iron and Steel Industry Petroleum Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[iron and steel,heavy or residual fuel oil if]","Electrification + Hydrogen - Iron and Steel Industry Heavy or Residual Fuel Oil Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[iron and steel,LPG propane or butane if]","Electrification + Hydrogen - Iron and Steel Industry LPG Propane or Butane Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[chemicals,hard coal if]","Electrification + Hydrogen - Chemicals Industry Coal Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[chemicals,natural gas if]","Electrification + Hydrogen - Chemicals Industry Natural Gas Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[chemicals,petroleum diesel if]","Electrification + Hydrogen - Chemicals Industry Petroleum Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[chemicals,heavy or residual fuel oil if]","Electrification + Hydrogen - Chemicals Industry Heavy or Residual Fuel Oil Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[chemicals,LPG propane or butane if]","Electrification + Hydrogen - Chemicals Industry LPG Propane or Butane Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[coal mining,hard coal if]","Electrification + Hydrogen - Coal Mining Industry Coal Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[coal mining,natural gas if]","Electrification + Hydrogen - Coal Mining Industry Natural Gas Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[coal mining,petroleum diesel if]","Electrification + Hydrogen - Coal Mining Industry Petroleum Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[coal mining,heavy or residual fuel oil if]","Electrification + Hydrogen - Coal Mining Industry Heavy or Residual Fuel Oil Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[agriculture,natural gas if]","Electrification + Hydrogen - Agriculture Natural Gas Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[agriculture,petroleum diesel if]","Electrification + Hydrogen - Agriculture Petroleum Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[agriculture,heavy or residual fuel oil if]","Electrification + Hydrogen - Agriculture Heavy or Residual Fuel Oil Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[agriculture,LPG propane or butane if]","Electrification + Hydrogen - Agriculture LPG Propane or Butane Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[other industries,hard coal if]","Electrification + Hydrogen - Other Industries Coal Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[other industries,natural gas if]","Electrification + Hydrogen - Other Industries Natural Gas Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[other industries,petroleum diesel if]","Electrification + Hydrogen - Other Industries Petroleum Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[other industries,heavy or residual fuel oil if]","Electrification + Hydrogen - Other Industries Heavy or Residual Fuel Oil Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of Industrial Fuel Use Shifted to Other Fuels[other industries,LPG propane or butane if]","Electrification + Hydrogen - Other Industries LPG Propane or Butane Use",[0,1],"Electrification + Hydrogen"), (True,"Fraction of F Gas Substitution Achieved","F-Gas Substitution",[0,1],"F-gas Measures"), (True,"Fraction of F Gas Destruction Achieved","F-Gas Destruction",[0,1],"F-gas Measures"), (True,"Fraction of F Gas Recovery Achieved","F-Gas Recovery",[0,1],"F-gas Measures"), (True,"Fraction of F Gas Inspct Maint Retrofit Achieved","F-Gas Eqpt. Maintenance n Retrofits",[0,1],"F-gas Measures"), (False,"Percent Reduction in Nonenergy Nonagriculture Industry Product Demand[cement and other carbonates]","Material Efficiency, Longevity, n Re-Use - Cement Industry",[0,1],"Material Efficiency, Longevity, n Re-Use"), (False,"Percent Reduction in Nonenergy Nonagriculture Industry Product Demand[iron and steel]","Material Efficiency, Longevity, n Re-Use - Iron and Steel Industry",[0,1],"Material Efficiency, Longevity, n Re-Use"), (False,"Percent Reduction in Nonenergy Nonagriculture Industry Product Demand[chemicals]","Material Efficiency, Longevity, n Re-Use - Chemicals Industry",[0,1],"Material Efficiency, Longevity, n Re-Use"), (False,"Percent Reduction in Nonenergy Nonagriculture Industry Product Demand[waste management]","Material Efficiency, Longevity, n Re-Use - Water n Waste",[0,1],"Material Efficiency, Longevity, n Re-Use"), (False,"Percent Reduction in Nonenergy Nonagriculture Industry Product Demand[other industries]","Material Efficiency, Longevity, n Re-Use - Other Industries",[0,1],"Material Efficiency, Longevity, n Re-Use"), (True,"Fraction of Methane Capture Opportunities Achieved[natural gas and petroleum systems]","Methane Capture - Natural Gas and Petroleum Industry",[0,1],"Methane Capture and Destruction"), (True,"Fraction of Methane Capture Opportunities Achieved[coal mining]","Methane Capture - Coal Mining Industry",[0,1],"Methane Capture and Destruction"), (True,"Fraction of Methane Capture Opportunities Achieved[waste management]","Methane Capture - Water n Waste",[0,1],"Methane Capture and Destruction"), (True,"Fraction of Methane Destruction Opportunities Achieved[natural gas and petroleum systems]","Methane Destruction - Natural Gas and Petroleum Industry",[0,1],"Methane Capture and Destruction"), (True,"Fraction of Methane Destruction Opportunities Achieved[coal mining]","Methane Destruction - Coal Mining Industry",[0,1],"Methane Capture and Destruction"), (True,"Fraction of Methane Destruction Opportunities Achieved[waste management]","Methane Destruction - Water n Waste",[0,1],"Methane Capture and Destruction"), (False,"Percent Reduction in Fossil Fuel Exports[hard coal]","Reduce Fossil Fuel Exports - Hard Coal",[0,1],"Percent Reduction in Fossil Fuel Exports"), (False,"Percent Reduction in Fossil Fuel Exports[natural gas]","Reduce Fossil Fuel Exports - Natural Gas",[0,1],"Percent Reduction in Fossil Fuel Exports"), (False,"Percent Reduction in Fossil Fuel Exports[petroleum gasoline]","Reduce Fossil Fuel Exports - Petroleum Gasoline",[0,1],"Percent Reduction in Fossil Fuel Exports"), (False,"Percent Reduction in Fossil Fuel Exports[petroleum diesel]","Reduce Fossil Fuel Exports - Petroleum Diesel",[0,1],"Percent Reduction in Fossil Fuel Exports"), (False,"Percent Reduction in Fossil Fuel Exports[jet fuel or kerosene]","Reduce Fossil Fuel Exports - Jet Fuel/Kerosene",[0,1],"Percent Reduction in Fossil Fuel Exports"), (False,"Percent Reduction in Fossil Fuel Exports[crude oil]","Reduce Fossil Fuel Exports - Crude Oil",[0,1],"Percent Reduction in Fossil Fuel Exports"), (False,"Percent Reduction in Fossil Fuel Exports[heavy or residual fuel oil]","Reduce Fossil Fuel Exports - Heavy/Residual Fuel Oil",[0,1],"Percent Reduction in Fossil Fuel Exports"), (False,"Percent Reduction in Fossil Fuel Exports[LPG propane or butane]","Reduce Fossil Fuel Exports - LPG/Propane/Butane",[0,1],"Percent Reduction in Fossil Fuel Exports"), # Agriculture, Land Use, and Forestry Policies (True,"Fraction of Afforestation and Reforestation Achieved","Afforestation and Reforestation",[0,1],"Afforestation and Reforestation"), (False,"Fraction of Forest Set Asides Achieved","Forest Set-Asides",[0,1],"Forest Set-Asides"), (False,"Fraction of Cropland and Rice Measures Achieved","Cropland and Rice Measures",[0,1],"Cropland and Rice Measures"), (True,"Fraction of Improved Forest Management Achieved","Improved Forest Management",[0,1],"Improved Forest Management"), (True,"Fraction of Livestock Measures Achieved","Livestock Measures",[0,1],"Livestock Measures"), (True,"Percent Animal Products Shifted to Nonanimal Products","Shift to Non-Animal Products",[0,1],"Shift to Non-Animal Products"), # District Heat and Hydrogen Sector Policies (True,"Fraction of Non CHP Heat Production Converted to CHP","Use CHP for District Heat",[0,1],"District Heat CHP"), (False,"Fraction of District Heat Fuel Use Shifted to Other Fuels","Produce District Heat with Hydrogen",[0,1],"District Heat Fuel Switching"), (True,"Fraction of Hydrogen Production Pathways Shifted","Shift Hydrogen Production to Electrolysis",[0,1],"Hydrogen Electrolysis"), # Cross-Sector Policies (False,"Fraction of Potential Additional CCS Achieved[electricity sector]","Carbon Capture and Sequestration - Electricity Sector",[0,0.3],"Carbon Capture and Sequestration"), (True,"Fraction of Potential Additional CCS Achieved[industry sector]","Carbon Capture and Sequestration - Industry Sector",[0,0.3],"Carbon Capture and Sequestration"), (False,"Additional Carbon Tax Rate[transportation sector]","Carbon Tax - Transportation Sector",[0,300],"Carbon Tax"), (True,"Additional Carbon Tax Rate[electricity sector]","Carbon Tax - Electricity Sector",[0,40],"Carbon Tax"), (False,"Additional Carbon Tax Rate[residential buildings sector]","Carbon Tax - Residential Bldg Sector",[0,300],"Carbon Tax"), (False,"Additional Carbon Tax Rate[commercial buildings sector]","Carbon Tax - Commercial Bldg Sector",[0,300],"Carbon Tax"), (True,"Additional Carbon Tax Rate[industry sector]","Carbon Tax - Industry Sector",[0,40],"Carbon Tax"), (False,"Additional Carbon Tax Rate[district heat and hydrogen sector]","Carbon Tax - District Heat n Hydrogen Sector",[0,300],"Carbon Tax"), (False,"Toggle Whether Carbon Tax Affects Process Emissions","Carbon Tax Applies to Process Emissions",[0,1],"Carbon Tax on Process Emissions"), (False,"Percent Reduction in BAU Subsidies[hard coal]","End Existing Subsidies - Hard Coal",[0,1],"End Existing Subsidies"), (False,"Percent Reduction in BAU Subsidies[natural gas]","End Existing Subsidies - Natural Gas",[0,1],"End Existing Subsidies"), (False,"Percent Reduction in BAU Subsidies[nuclear]","End Existing Subsidies - Nuclear",[0,1],"End Existing Subsidies"), (False,"Percent Reduction in BAU Subsidies[solar]","End Existing Subsidies - Solar",[0,1],"End Existing Subsidies"), (False,"Percent Reduction in BAU Subsidies[petroleum gasoline]","End Existing Subsidies - Petroleum Gasoline",[0,1],"End Existing Subsidies"), (False,"Percent Reduction in BAU Subsidies[petroleum diesel]","End Existing Subsidies - Petroleum Diesel",[0,1],"End Existing Subsidies"), (False,"Additional Fuel Tax Rate by Fuel[electricity]","Fuel Taxes - Electricity",[0,0.2],"Fuel Taxes"), (False,"Additional Fuel Tax Rate by Fuel[hard coal]","Fuel Taxes - Hard Coal",[0,0.2],"Fuel Taxes"), (False,"Additional Fuel Tax Rate by Fuel[natural gas]","Fuel Taxes - Natural Gas",[0,0.2],"Fuel Taxes"), (False,"Additional Fuel Tax Rate by Fuel[petroleum gasoline]","Fuel Taxes - Petroleum Gasoline",[0,0.2],"Fuel Taxes"), (False,"Additional Fuel Tax Rate by Fuel[petroleum diesel]","Fuel Taxes - Petroleum Diesel",[0,0.2],"Fuel Taxes"), # Research & Development Levers (False,"RnD Building Capital Cost Perc Reduction[heating]","Capital Cost Reduction - Buildings: Heating",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Building Capital Cost Perc Reduction[cooling and ventilation]","Capital Cost Reduction - Buildings: Cooling and Ventilation",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Building Capital Cost Perc Reduction[envelope]","Capital Cost Reduction - Buildings: Envelope",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Building Capital Cost Perc Reduction[lighting]","Capital Cost Reduction - Buildings: Lighting",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Building Capital Cost Perc Reduction[appliances]","Capital Cost Reduction - Buildings: Appliances",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Building Capital Cost Perc Reduction[other component]","Capital Cost Reduction - Buildings: Other Components",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD CCS Capital Cost Perc Reduction","Capital Cost Reduction",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[hard coal es]","Capital Cost Reduction - Electricity: Hard Coal",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[natural gas nonpeaker es]","Capital Cost Reduction - Electricity: Natural Gas Nonpeaker",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[nuclear es]","Capital Cost Reduction - Electricity: Nuclear",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[hydro es]","Capital Cost Reduction - Electricity: Hydro",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[onshore wind es]","Capital Cost Reduction - Electricity: Onshore Wind",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[solar PV es]","Capital Cost Reduction - Electricity: Solar PV",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[solar thermal es]","Capital Cost Reduction - Electricity: Solar Thermal",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[biomass es]","Capital Cost Reduction - Electricity: Biomass",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[natural gas peaker es]","Capital Cost Reduction - Electricity: Natural Gas Peaker",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[lignite es]","Capital Cost Reduction - Electricity: Lignite",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Electricity Capital Cost Perc Reduction[offshore wind es]","Capital Cost Reduction - Electricity: Offshore Wind",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Industry Capital Cost Perc Reduction[cement and other carbonates]","Capital Cost Reduction - Industry: Cement",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Industry Capital Cost Perc Reduction[natural gas and petroleum systems]","Capital Cost Reduction - Industry: Natural Gas and Petroleum",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Industry Capital Cost Perc Reduction[iron and steel]","Capital Cost Reduction - Industry: Iron and Steel",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Industry Capital Cost Perc Reduction[chemicals]","Capital Cost Reduction - Industry: Chemicals",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Industry Capital Cost Perc Reduction[coal mining]","Capital Cost Reduction - Industry: Mining",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Industry Capital Cost Perc Reduction[waste management]","Capital Cost Reduction - Industry: Water n Waste",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Industry Capital Cost Perc Reduction[agriculture]","Capital Cost Reduction - Industry: Agriculture",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Industry Capital Cost Perc Reduction[other industries]","Capital Cost Reduction - Industry: Other Industries",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Transportation Capital Cost Perc Reduction[battery electric vehicle]","Capital Cost Reduction - Vehicles: Battery Electric",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Transportation Capital Cost Perc Reduction[natural gas vehicle]","Capital Cost Reduction - Vehicles: Natural Gas",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Transportation Capital Cost Perc Reduction[gasoline vehicle]","Capital Cost Reduction - Vehicles: Gasoline Engine",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Transportation Capital Cost Perc Reduction[diesel vehicle]","Capital Cost Reduction - Vehicles: Diesel Engine",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Transportation Capital Cost Perc Reduction[plugin hybrid vehicle]","Capital Cost Reduction - Vehicles: Plug-in Hybrid",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Transportation Capital Cost Perc Reduction[LPG vehicle]","Capital Cost Reduction - Vehicles: LPG",[0,0.4],"RnD Capital Cost Reductions"), (False,"RnD Transportation Capital Cost Perc Reduction[hydrogen vehicle]","Capital Cost Reduction - Vehicles: Hydrogen",[0,0.4],"RnD Capital Cost Reductions"), (False,"Fraction of Direct Air Capture Potential Achieved","Direct Air Capture",[0,1],"Direct Air Capture"), (False,"RnD Building Fuel Use Perc Reduction[heating]","Fuel Use Reduction - Buildings: Heating",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Building Fuel Use Perc Reduction[cooling and ventilation]","Fuel Use Reduction - Buildings: Cooling and Ventilation",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Building Fuel Use Perc Reduction[lighting]","Fuel Use Reduction - Buildings: Lighting",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Building Fuel Use Perc Reduction[appliances]","Fuel Use Reduction - Buildings: Appliances",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Building Fuel Use Perc Reduction[other component]","Fuel Use Reduction - Buildings: Other Components",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD CCS Fuel Use Perc Reduction","Fuel Use Reduction",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Electricity Fuel Use Perc Reduction[hard coal es]","Fuel Use Reduction - Electricity: Hard Coal",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Electricity Fuel Use Perc Reduction[natural gas nonpeaker es]","Fuel Use Reduction - Electricity: Natural Gas Nonpeaker",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Electricity Fuel Use Perc Reduction[nuclear es]","Fuel Use Reduction - Electricity: Nuclear",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Electricity Fuel Use Perc Reduction[biomass es]","Fuel Use Reduction - Electricity: Biomass",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Electricity Fuel Use Perc Reduction[natural gas peaker es]","Fuel Use Reduction - Electricity: Natural Gas Peaker",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Electricity Fuel Use Perc Reduction[lignite es]","Fuel Use Reduction - Electricity: Lignite",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Industry Fuel Use Perc Reduction[cement and other carbonates]","Fuel Use Reduction - Industry: Cement",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Industry Fuel Use Perc Reduction[natural gas and petroleum systems]","Fuel Use Reduction - Industry: Natural Gas and Petroleum",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Industry Fuel Use Perc Reduction[iron and steel]","Fuel Use Reduction - Industry: Iron and Steel",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Industry Fuel Use Perc Reduction[chemicals]","Fuel Use Reduction - Industry: Chemicals",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Industry Fuel Use Perc Reduction[coal mining]","Fuel Use Reduction - Industry: Mining",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Industry Fuel Use Perc Reduction[waste management]","Fuel Use Reduction - Industry: Water n Waste",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Industry Fuel Use Perc Reduction[agriculture]","Fuel Use Reduction - Industry: Agriculture",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Industry Fuel Use Perc Reduction[other industries]","Fuel Use Reduction - Industry: Other Industries",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Transportation Fuel Use Perc Reduction[battery electric vehicle]","Fuel Use Reduction - Vehicles: Battery Electric",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Transportation Fuel Use Perc Reduction[natural gas vehicle]","Fuel Use Reduction - Vehicles: Natural Gas",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Transportation Fuel Use Perc Reduction[gasoline vehicle]","Fuel Use Reduction - Vehicles: Gasoline Engine",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Transportation Fuel Use Perc Reduction[diesel vehicle]","Fuel Use Reduction - Vehicles: Diesel Engine",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Transportation Fuel Use Perc Reduction[plugin hybrid vehicle]","Fuel Use Reduction - Vehicles: Plug-in Hybrid",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Transportation Fuel Use Perc Reduction[LPG vehicle]","Fuel Use Reduction - Vehicles: LPG",[0,0.4],"RnD Fuel Use Reductions"), (False,"RnD Transportation Fuel Use Perc Reduction[hydrogen vehicle]","Fuel Use Reduction - Vehicles: Hydrogen",[0,0.4],"RnD Fuel Use Reductions"), # Control Settings (False,"GDPGR Alternative Base Case GDP Growth Rate","COVID-19 Recession",[-0.1,0.02],""), (False,"GRA for Carbon Tax Revenue[regular spending]","Carbon Tax Revenue - Regular Spending",[0,10],""), (False,"GRA for Carbon Tax Revenue[deficit spending]","Carbon Tax Revenue - Deficit Spending",[0,10],""), (False,"GRA for Carbon Tax Revenue[household taxes]","Carbon Tax Revenue - Household Taxes",[0,10],""), (False,"GRA for Carbon Tax Revenue[payroll taxes]","Carbon Tax Revenue - Payroll Taxes",[0,10],""), (False,"GRA for Carbon Tax Revenue[corporate taxes]","Carbon Tax Revenue - Corporate Income Taxes",[0,10],""), (False,"GRA for Fuel Tax Revenue[regular spending]","Fuel Tax Revenue - Regular Spending",[0,10],""), (False,"GRA for Fuel Tax Revenue[deficit spending]","Fuel Tax Revenue - Deficit Spending",[0,10],""), (False,"GRA for Fuel Tax Revenue[household taxes]","Fuel Tax Revenue - Household Taxes",[0,10],""), (False,"GRA for Fuel Tax Revenue[payroll taxes]","Fuel Tax Revenue - Payroll Taxes",[0,10],""), (False,"GRA for Fuel Tax Revenue[corporate taxes]","Fuel Tax Revenue - Corporate Income Taxes",[0,10],""), (False,"GRA for EV Subsidy[regular spending]","EV Subsidy - Regular Spending",[0,10],""), (False,"GRA for EV Subsidy[deficit spending]","EV Subsidy - Deficit Spending",[0,10],""), (False,"GRA for EV Subsidy[household taxes]","EV Subsidy - Household Taxes",[0,10],""), (False,"GRA for EV Subsidy[payroll taxes]","EV Subsidy - Payroll Taxes",[0,10],""), (False,"GRA for EV Subsidy[corporate taxes]","EV Subsidy - Corporate Income Taxes",[0,10],""), (False,"GRA for Electricity Generation Subsidies[regular spending]","Electricity Generation Subsidy - Regular Spending",[0,10],""), (False,"GRA for Electricity Generation Subsidies[deficit spending]","Electricity Generation Subsidy - Deficit Spending",[0,10],""), (False,"GRA for Electricity Generation Subsidies[household taxes]","Electricity Generation Subsidy - Household Taxes",[0,10],""), (False,"GRA for Electricity Generation Subsidies[payroll taxes]","Electricity Generation Subsidy - Payroll Taxes",[0,10],""), (False,"GRA for Electricity Generation Subsidies[corporate taxes]","Electricity Generation Subsidy - Corporate Income Taxes",[0,10],""), (False,"GRA for Electricity Capacity Construction Subsidies[regular spending]","Electricity Capacity Construction Subsidy - Regular Spending",[0,10],""), (False,"GRA for Electricity Capacity Construction Subsidies[deficit spending]","Electricity Capacity Construction Subsidy - Deficit Spending",[0,10],""), (False,"GRA for Electricity Capacity Construction Subsidies[household taxes]","Electricity Capacity Construction Subsidy - Household Taxes",[0,10],""), (False,"GRA for Electricity Capacity Construction Subsidies[payroll taxes]","Electricity Capacity Construction Subsidy - Payroll Taxes",[0,10],""), (False,"GRA for Electricity Capacity Construction Subsidies[corporate taxes]","Electricity Capacity Construction Subsidy - Corporate Income Taxes",[0,10],""), (False,"GRA for Distributed Solar Subsidy[regular spending]","Distributed Solar Subsidy - Regular Spending",[0,10],""), (False,"GRA for Distributed Solar Subsidy[deficit spending]","Distributed Solar Subsidy - Deficit Spending",[0,10],""), (False,"GRA for Distributed Solar Subsidy[household taxes]","Distributed Solar Subsidy - Household Taxes",[0,10],""), (False,"GRA for Distributed Solar Subsidy[payroll taxes]","Distributed Solar Subsidy - Payroll Taxes",[0,10],""), (False,"GRA for Distributed Solar Subsidy[corporate taxes]","Distributed Solar Subsidy - Corporate Income Taxes",[0,10],""), (False,"GRA for Fuel Subsidies[regular spending]","Fuel Subsidy - Regular Spending",[0,10],""), (False,"GRA for Fuel Subsidies[deficit spending]","Fuel Subsidy - Deficit Spending",[0,10],""), (False,"GRA for Fuel Subsidies[household taxes]","Fuel Subsidy - Household Taxes",[0,10],""), (False,"GRA for Fuel Subsidies[payroll taxes]","Fuel Subsidy - Payroll Taxes",[0,10],""), (False,"GRA for Fuel Subsidies[corporate taxes]","Fuel Subsidy - Corporate Income Taxes",[0,10],""), (False,"GRA for National Debt Interest[regular spending]","National Debt Interest - Regular Spending",[0,10],""), (False,"GRA for National Debt Interest[deficit spending]","National Debt Interest - Deficit Spending",[0,10],""), (False,"GRA for National Debt Interest[household taxes]","National Debt Interest - Household Taxes",[0,10],""), (False,"GRA for National Debt Interest[payroll taxes]","National Debt Interest - Payroll Taxes",[0,10],""), (False,"GRA for National Debt Interest[corporate taxes]","National Debt Interest - Corporate Income Taxes",[0,10],""), (False,"GRA for Remaining Government Cash Flow Changes[regular spending]","Remaining Government Cash Flows - Regular Spending",[0,10],""), (False,"GRA for Remaining Government Cash Flow Changes[deficit spending]","Remaining Government Cash Flows - Deficit Spending",[0,10],""), (False,"GRA for Remaining Government Cash Flow Changes[household taxes]","Remaining Government Cash Flows - Household Taxes",[0,10],""), (False,"GRA for Remaining Government Cash Flow Changes[payroll taxes]","Remaining Government Cash Flows - Payroll Taxes",[0,10],""), (False,"GRA for Remaining Government Cash Flow Changes[corporate taxes]","Remaining Government Cash Flows - Corporate Income Taxes",[0,10],"") ) # Building the Policy List # ------------------------ # Every policy, whether enabled or not, appears in a tuple called "PotentialPolicies" that was constructed above. # Now we construct the actual list of policies to be included (named "Policies") by # checking which of the policies have been enabled. Policies = [] for PotentialPolicy in PotentialPolicies: if PotentialPolicy[Enabled]: Policies.append(PotentialPolicy) # Exit with an error if no policies were enabled in the script. We write the error to the output # file because it's likely a user will run this without a console and won't be able to see the # message produced by sys.exit() if len(Policies) < 1: f = open(OutputScript, 'w') ErrorMessage = "Error: No policies were enabled in the Python script. Before running the script, you must enable at least one policy." f.write(ErrorMessage) f.close() import sys sys.exit(ErrorMessage) # Building the Groups List # ------------------------ # We create a list of all the unique groups that are used by enabled policies. Groups = [] for Policy in Policies: if Policy[Group] not in Groups: Groups.append(Policy[Group]) # Generate Vensim Command Script # ------------------------------ # We begin by creating a new file to serve as the Vensim command script (overwriting # any older version at that filename). We then tell Vensim to load # the model file, and we give it a RUNNAME that will be used for all runs. (It is # overwritten each run.) f = open(OutputScript, 'w') f.write('SPECIAL>LOADMODEL|"' + ModelFile + '"\n') f.write("SIMULATE>RUNNAME|" + RunName + "\n") # The following options may be useful in certain cases, but they may slow Vensim down # or increase the odds that Vensim crashes during execution of a batch of runs (though # it is hard to tell for sure). These lines are usually best left commented out. # f.write("SPECIAL>NOINTERACTION\n") # f.write("SIMULATE>SAVELIST|" + OutputVarsFile + "\n") f.write("\n") def PerformRunsWithEnabledGroups(): # First, we do a run with all of the groups disabled f.write("MENU>RUN|O\n") f.write("MENU>VDF2TAB|" + RunName + ".vdfx|" + RunResultsFile + "|" + OutputVarsFile + "|||" + FirstYear + "|" + FinalYear + "|:") f.write("\tEnabledPolicyGroup=None") f.write("\tEnabledPolicies=None\n\n") # Next, we do a run with each group enabled in turn for EnabledGroup in Groups: # We create an empty string that we'll use to track the policies enabled in each group EnabledPolicies="" # We activate policies if their group name matches the currently enabled group for Policy in Policies: if Policy[Group] == EnabledGroup: f.write("SIMULATE>SETVAL|" + Policy[LongName] + "=" + str(Policy[Settings][1]) + "\n") # We add the policy to the EnabledPolicies string if len(EnabledPolicies) > 0: EnabledPolicies += ", " EnabledPolicies += Policy[ShortName] # We include a SETVAL instruction to select the correct policy implementation schedule file f.write("SIMULATE>SETVAL|Policy Implementation Schedule Selector=" + str(PolicySchedule) + "\n") # We perform our run and log the output f.write("MENU>RUN|O\n") f.write("MENU>VDF2TAB|" + RunName + ".vdfx|" + RunResultsFile + "|" + OutputVarsFile + "|+!||" + FirstYear + "|" + FinalYear + "|:") f.write("\tEnabledPolicyGroup=" + str(EnabledGroup)) f.write("\tEnabledPolicies=" + EnabledPolicies + "\n\n") # Finally, we do a run with all of the policy groups enabled (a full policy case run) # We include a SETVAL instruction to select the correct policy implementation schedule file f.write("SIMULATE>SETVAL|Policy Implementation Schedule Selector=" + str(PolicySchedule) + "\n") f.write("MENU>RUN|O\n") f.write("MENU>VDF2TAB|" + RunName + ".vdfx|" + RunResultsFile + "|" + OutputVarsFile + "|+!||" + FirstYear + "|" + FinalYear + "|:") f.write("\tEnabledPolicyGroup=All") f.write("\tEnabledPolicies=All") f.write("\n") # We instruct Vensim to delete the .vdfx file, to prevent it from getting picked up by # sync software, such as DropBox or Google Drive. If sync software locks the file, # Vensim won't be able to overwrite it on the next model run, ruining the batch. f.write("FILE>DELETE|" + RunName + ".vdfx") f.write("\n\n") def PerformRunsWithDisabledGroups(): # First, we do a run with all of the groups enabled for Policy in Policies: f.write("SIMULATE>SETVAL|" + Policy[LongName] + "=" + str(Policy[Settings][1]) + "\n") # We include a SETVAL instruction to select the correct policy implementation schedule file f.write("SIMULATE>SETVAL|Policy Implementation Schedule Selector=" + str(PolicySchedule) + "\n") f.write("MENU>RUN|O\n") f.write("MENU>VDF2TAB|" + RunName + ".vdfx|" + RunResultsFile + "|" + OutputVarsFile + "|||" + FirstYear + "|" + FinalYear + "|:") f.write("\tDisabledPolicyGroup=None") f.write("\tDisabledPolicies=None\n\n") # Next, we do a run with each group disabled in turn for DisabledGroup in Groups: # We create an empty string that we'll use to track the policies disabled in each group DisabledPolicies="" # We activate policies if their group name does not match the currently disabled group for Policy in Policies: if Policy[Group] != DisabledGroup: f.write("SIMULATE>SETVAL|" + Policy[LongName] + "=" + str(Policy[Settings][1]) + "\n") # Otherwise, we add the policy to the DisabledPolicies string else: if len(DisabledPolicies) > 0: DisabledPolicies += ", " DisabledPolicies += Policy[ShortName] # We include a SETVAL instruction to select the correct policy implementation schedule file f.write("SIMULATE>SETVAL|Policy Implementation Schedule Selector=" + str(PolicySchedule) + "\n") # We perform our run and log the output f.write("MENU>RUN|O\n") f.write("MENU>VDF2TAB|" + RunName + ".vdfx|" + RunResultsFile + "|" + OutputVarsFile + "|+!||" + FirstYear + "|" + FinalYear + "|:") f.write("\tDisabledPolicyGroup=" + str(DisabledGroup)) f.write("\tDisabledPolicies=" + DisabledPolicies + "\n\n") # Finally, we do a run with all of the groups disabled (a BAU case run) f.write("MENU>RUN|O\n") f.write("MENU>VDF2TAB|" + RunName + ".vdfx|" + RunResultsFile + "|" + OutputVarsFile + "|+!||" + FirstYear + "|" + FinalYear + "|:") f.write("\tDisabledPolicyGroup=All") f.write("\tDisabledPolicies=All") f.write("\n") # We instruct Vensim to delete the .vdfx file, to prevent it from getting picked up by # sync software, such as DropBox or Google Drive. If sync software locks the file, # Vensim won't be able to overwrite it on the next model run, ruining the batch. f.write("FILE>DELETE|" + RunName + ".vdfx") f.write("\n\n") if EnableOrDisableGroups == "Enable": PerformRunsWithEnabledGroups() else: PerformRunsWithDisabledGroups() # We are done writing the Vensim command script and therefore close the file. f.close()