Merge pull request #974 from NREL/precomp-sampler

Handle precomputed sampler in run_analysis.rb

measures/BuildExistingModel/measure.rb

@@ -194,6 +194,20 @@ def run(model, runner, user_arguments)
     # Retrieve order of parameters to run
     parameters_ordered = get_parameters_ordered_from_options_lookup_tsv(lookup_csv_data, characteristics_dir)
 
+    # Check buildstock.csv has all parameters
+    missings = parameters_ordered - bldg_data.keys
+    if !missings.empty?
+      runner.registerError("Mismatch between buildstock.csv and options_lookup.tsv. Missing parameters: #{missings.join(', ')}.")
+      return false
+    end
+
+    # Check buildstock.csv doesn't have extra parameters
+    extras = bldg_data.keys - parameters_ordered - ['Building']
+    if !extras.empty?
+      runner.registerError("Mismatch between buildstock.csv and options_lookup.tsv. Extra parameters: #{extras.join(', ')}.")
+      return false
+    end
+
     # Retrieve options that have been selected for this building_id
     parameters_ordered.each do |parameter_name|
       # Register the option chosen for parameter_name with the runner

measures/BuildExistingModel/measure.xml

@@ -3,8 +3,8 @@
   <schema_version>3.0</schema_version>
   <name>build_existing_model</name>
   <uid>dedf59bb-3b88-4f16-8755-2c1ff5519cbf</uid>
-  <version_id>7be3842e-ffba-4953-b8e4-2b6122b3f730</version_id>
-  <version_modified>20220610T181704Z</version_modified>
+  <version_id>bf0b74bc-565f-481b-83f7-336257bc73f9</version_id>
+  <version_modified>20220801T171017Z</version_modified>
   <xml_checksum>2C38F48B</xml_checksum>
   <class_name>BuildExistingModel</class_name>
   <display_name>Build Existing Model</display_name>
@@ -228,7 +228,7 @@
       <filename>measure.rb</filename>
       <filetype>rb</filetype>
       <usage_type>script</usage_type>
-      <checksum>B2C9E750</checksum>
+      <checksum>EC9C259E</checksum>
     </file>
   </files>
 </measure>

test/test_run_analysis.rb

@@ -116,6 +116,26 @@ def test_errors_missing_key
     assert(cli_output.include?("Both 'build_existing_model' and 'simulation_output_report' must be included in yml."))
   end
 
+  def test_errors_precomputed_outdated_missing_parameter
+    yml = ' -y test/tests_yml_files/yml_precomputed_outdated/testing_baseline_missing.yml'
+    @command += yml
+
+    cli_output = `#{@command}` # rubocop:disable Lint/UselessAssignment
+    cli_output = File.read(File.join(@testing_baseline, 'cli_output.log'))
+
+    assert(cli_output.include?('Mismatch between buildstock.csv and options_lookup.tsv. Missing parameters: HVAC Cooling Partial Space Conditioning.'))
+  end
+
+  def test_errors_precomputed_outdated_extra_parameter
+    yml = ' -y test/tests_yml_files/yml_precomputed_outdated/testing_baseline_extra.yml'
+    @command += yml
+
+    cli_output = `#{@command}` # rubocop:disable Lint/UselessAssignment
+    cli_output = File.read(File.join(@testing_baseline, 'cli_output.log'))
+
+    assert(cli_output.include?('Mismatch between buildstock.csv and options_lookup.tsv. Extra parameters: Extra Parameter.'))
+  end
+
   def test_measures_only
     yml = ' -y test/tests_yml_files/yml_valid/testing_baseline.yml'
     @command += yml
@@ -135,7 +155,7 @@ def test_sampling_only
 
     system(@command)
 
-    _test_measure_order(File.join(@testing_baseline, 'testing_baseline-Baseline.osw'))
+    assert(!File.exist?(File.join(@testing_baseline, 'testing_baseline-Baseline.osw')))
     assert(!File.exist?(File.join(@testing_baseline, 'run1')))
     assert(File.exist?(File.join(@testing_baseline, 'buildstock.csv')))
   end
@@ -182,6 +202,18 @@ def test_relative_weather_files_path
     assert(!File.exist?(File.join(File.dirname(__FILE__), '../weather')))
   end
 
+  def test_precomputed
+    yml = ' -y test/tests_yml_files/yml_precomputed/testing_baseline.yml'
+    @command += yml
+
+    system(@command)
+
+    _test_measure_order(File.join(@testing_baseline, 'testing_baseline-Baseline.osw'))
+    assert(File.exist?(File.join(@testing_baseline, 'run1')))
+    assert(File.exist?(File.join(@testing_baseline, 'run2')))
+    assert(!File.exist?(File.join(@testing_baseline, 'run3')))
+  end
+
   def test_testing_baseline
     yml = ' -y project_testing/testing_baseline.yml'
     @command += yml

test/tests_yml_files/yml_precomputed/buildstock.csv

@@ -0,0 +1,3 @@
+Building,Schedules,Heating Fuel,Geometry Building Type ACS,Geometry Building Type RECS,Geometry Building Number Units MF,Geometry Building Number Units SFA,Geometry Building Horizontal Location SFA,Geometry Foundation Type,Geometry Wall Type,Geometry Wall Exterior Finish,Geometry Stories,Geometry Building Type Height,Geometry Building Horizontal Location MF,Geometry Building Level MF,Geometry Stories Low Rise,Geometry Attic Type,Geometry Story Bin,Geometry Floor Area,Geometry Floor Area Bin,Geometry Garage,Bedrooms,Corridor,Vacancy Status,Occupants,Orientation,Eaves,Door Area,Window Areas,Overhangs,Neighbors,Insulation Ceiling,Insulation Roof,Radiant Barrier,Roof Material,Insulation Slab,Insulation Floor,Insulation Foundation Wall,Insulation Rim Joist,Insulation Wall,Interior Shading,Windows,Doors,Water Heater Efficiency,Hot Water Fixtures,Hot Water Distribution,Solar Hot Water,HVAC Heating Type,HVAC Cooling Type,HVAC Has Shared System,HVAC Shared Efficiencies,HVAC Heating Efficiency,HVAC Heating Type And Fuel,HVAC Secondary Heating Type And Fuel,HVAC Secondary Heating Efficiency,HVAC Cooling Efficiency,HVAC Cooling Partial Space Conditioning,HVAC System Is Faulted,HVAC System Single Speed AC Airflow,HVAC System Single Speed ASHP Airflow,HVAC System Single Speed AC Charge,HVAC System Single Speed ASHP Charge,Heating Setpoint,Cooling Setpoint,Heating Setpoint Has Offset,Cooling Setpoint Has Offset,Heating Setpoint Offset Magnitude,Cooling Setpoint Offset Magnitude,Heating Setpoint Offset Period,Cooling Setpoint Offset Period,Ceiling Fan,Dehumidifier,Refrigerator,Cooking Range,Dishwasher,Clothes Washer Presence,Clothes Washer,Clothes Dryer,Lighting,Lighting Interior Use,Lighting Other Use,Holiday Lighting,Plug Loads,Plug Load Diversity,Electric Vehicle,Misc Extra Refrigerator,Misc Freezer,Misc Gas Fireplace,Misc Gas Grill,Misc Gas Lighting,Misc Hot Tub Spa,Misc Pool,Misc Pool Heater,Misc Pool Pump,Misc Well Pump,HVAC Has Ducts,Ducts,Infiltration,Natural Ventilation,Mechanical Ventilation,Bathroom Spot Vent Hour,Range Spot Vent Hour,Has PV,PV System Size,PV Orientation,County,ASHRAE IECC Climate Zone 2004,State,Census Region,REEDS Balancing Area,Generation And Emissions Assessment Region
+1,Default,Other Fuel,Single-Family Attached,Single-Family Attached,None,144,Right,Unheated Basement,Wood Frame,"Wood, Medium/Dark",3,Single-Family Attached,None,None,3,Finished Attic or Cathedral Ceilings,<8,4000+,4000+,None,5,Not Applicable,Occupied,9,NNW,3 ft,40 ft^2,F30 B30 L30 R30,"2ft, Right Windows",27,None,"Finished, R-38",None,Wood Shingles,None,Ceiling R-38,"Wall R-15, Exterior","R-15, Exterior","Wood Stud, R-19","Summer = 0.5, Winter = 0.95","Single, Clear, Non-metal, Exterior Clear Storm",Fiberglass,Propane Tankless,"100% Usage, Low Flow","R-5, Timer","40 sqft, West, Latitude + 15 degrees",Non-Ducted Heating,None,None,None,Other,None,None,None,None,None,Yes,700.2 cfm/ton,700.2 cfm/ton,1.405 Charge Frac,1.405 Charge Frac,78F,78F,No,No,0F,0F,None,None,"Premium Efficiency, 0.5F Offset","65 pints/day, 50% RH, 2.0 EF","EF 21.9, 105% Usage","Electric, Induction, 120% Usage",None,Yes,"CEE Advanced Tier, 120% Usage",None,None,None,None,None,144%,25%,"EV, 5000 miles, 0.3 kWh/mi",EF 19.9,"EF 20, 2008 Energy Star Most Efficient",National Average,National Average,Gas Lighting,None,None,None,None,Typical Efficiency,Yes,"0% Leakage, Uninsulated",40 ACH50,None,"ERV, 72%",Hour22,Hour18,Yes,13.0 kWDC,West,"NY, New York County",4A,NY,Northeast,127,NYSTc
+2,Stochastic,Propane,Single-Family Detached,Single-Family Detached,None,None,None,Unheated Basement,Wood Frame,"Vinyl, Light",3,Single-Family Detached,None,None,3,Finished Attic or Cathedral Ceilings,<8,3000-3999,2500-3999,None,5,Not Applicable,Vacant,10+,Northwest,2 ft,40 ft^2,None,"2ft, Left Windows",None,None,"Finished, R-49",None,"Tile, Concrete",None,Ceiling R-30,"Wall R-13, Interior","R-13, Interior","Wood Stud, R-15","Summer = 0.7, Winter = 0.95","Triple, Low-E, Non-metal, Air, L-Gain",Steel,Propane Standard,"200% Usage, Low Flow","R-2, Demand","40 sqft, West, Latitude + 15 degrees",Non-Ducted Heating,Room AC,None,None,"Fuel Wall/Floor Furnace, 68% AFUE",Propane Fuel Wall/Floor Furnace,None,None,"Room AC, EER 12.0",100% Conditioned,No,None,None,None,None,80F,80F,Yes,Yes,12F,9F,Night -5h,Night Setup -5h,"Standard Efficiency, 0.5F Offset","65 pints/day, 60% RH",None,None,"318 Rated kWh, 120% Usage",None,None,None,20% LED,95% Usage,95% Usage,No Exterior Use,166%,50%,"EV, 4000 miles, 0.3 kWh/mi",None,None,Gas Fireplace,Gas Grill,National Average,None,None,None,None,High Efficiency,No,"30% Leakage, R-8",50 ACH50,"Cooling Season, 7 days/wk","HRV, 60%",Hour23,Hour17,No,None,None,"TX, Harris County",2A,TX,South,67,ERCTc

test/tests_yml_files/yml_precomputed/testing_baseline.yml

@@ -0,0 +1,57 @@
+schema_version: '0.3'
+buildstock_directory: ../../../ # Relative to this file or absolute
+project_directory: project_testing # Relative to buildstock_directory
+output_directory: testing_baseline
+weather_files_url: https://data.nrel.gov/system/files/156/BuildStock_TMY3_FIPS.zip
+# weather_files_path: c:/OpenStudio/BuildStock_TMY3_FIPS.zip
+
+sampler:
+  type: precomputed
+  args:
+    sample_file: buildstock.csv
+
+workflow_generator:
+  type: residential_hpxml
+  args:
+    build_existing_model:
+      simulation_control_timestep: 60
+      simulation_control_run_period_begin_month: 1
+      simulation_control_run_period_begin_day_of_month: 1
+      simulation_control_run_period_end_month: 12
+      simulation_control_run_period_end_day_of_month: 31
+      simulation_control_run_period_calendar_year: 2007
+
+    emissions:
+      - scenario_name: LRMER_MidCase_15
+        type: CO2
+        elec_folder: data/cambium/LRMER_MidCase_15
+        gas_value: 117.6
+        propane_value: 136.6
+        oil_value: 161.0
+        wood_value: 200.0
+
+    simulation_output_report:
+      timeseries_frequency: hourly
+      include_timeseries_fuel_consumptions: true
+      include_timeseries_end_use_consumptions: true
+      include_timeseries_emissions: true
+      include_timeseries_total_loads: false
+
+    reporting_measures:
+      - measure_dir_name: QOIReport
+
+    server_directory_cleanup:
+      debug: true
+
+baseline:
+  n_buildings_represented: 110000000
+
+eagle:
+  n_jobs: 2
+  minutes_per_sim: 1
+  account: <account you are authorized to use>
+  sampling:
+    time: 10
+  postprocessing:
+    time: 10
+    n_workers: 1

test/tests_yml_files/yml_precomputed_outdated/buildstock_extra.csv

@@ -0,0 +1,3 @@
+Building,Schedules,Heating Fuel,Geometry Building Type ACS,Geometry Building Type RECS,Geometry Building Number Units MF,Geometry Building Number Units SFA,Geometry Building Horizontal Location SFA,Geometry Foundation Type,Geometry Wall Type,Geometry Wall Exterior Finish,Geometry Stories,Geometry Building Type Height,Geometry Building Horizontal Location MF,Geometry Building Level MF,Geometry Stories Low Rise,Geometry Attic Type,Geometry Story Bin,Geometry Floor Area,Geometry Floor Area Bin,Geometry Garage,Bedrooms,Corridor,Vacancy Status,Occupants,Orientation,Eaves,Door Area,Window Areas,Overhangs,Neighbors,Insulation Ceiling,Insulation Roof,Radiant Barrier,Roof Material,Insulation Slab,Insulation Floor,Insulation Foundation Wall,Insulation Rim Joist,Insulation Wall,Interior Shading,Windows,Doors,Water Heater Efficiency,Hot Water Fixtures,Hot Water Distribution,Solar Hot Water,HVAC Heating Type,HVAC Cooling Type,HVAC Has Shared System,HVAC Shared Efficiencies,HVAC Heating Efficiency,HVAC Heating Type And Fuel,HVAC Secondary Heating Type And Fuel,HVAC Secondary Heating Efficiency,HVAC Cooling Efficiency,HVAC Cooling Partial Space Conditioning,Extra Parameter,HVAC System Is Faulted,HVAC System Single Speed AC Airflow,HVAC System Single Speed ASHP Airflow,HVAC System Single Speed AC Charge,HVAC System Single Speed ASHP Charge,Heating Setpoint,Cooling Setpoint,Heating Setpoint Has Offset,Cooling Setpoint Has Offset,Heating Setpoint Offset Magnitude,Cooling Setpoint Offset Magnitude,Heating Setpoint Offset Period,Cooling Setpoint Offset Period,Ceiling Fan,Dehumidifier,Refrigerator,Cooking Range,Dishwasher,Clothes Washer Presence,Clothes Washer,Clothes Dryer,Lighting,Lighting Interior Use,Lighting Other Use,Holiday Lighting,Plug Loads,Plug Load Diversity,Electric Vehicle,Misc Extra Refrigerator,Misc Freezer,Misc Gas Fireplace,Misc Gas Grill,Misc Gas Lighting,Misc Hot Tub Spa,Misc Pool,Misc Pool Heater,Misc Pool Pump,Misc Well Pump,HVAC Has Ducts,Ducts,Infiltration,Natural Ventilation,Mechanical Ventilation,Bathroom Spot Vent Hour,Range Spot Vent Hour,Has PV,PV System Size,PV Orientation,County,ASHRAE IECC Climate Zone 2004,State,Census Region,REEDS Balancing Area,Generation And Emissions Assessment Region
+1,Default,Other Fuel,Single-Family Attached,Single-Family Attached,None,144,Right,Unheated Basement,Wood Frame,"Wood, Medium/Dark",3,Single-Family Attached,None,None,3,Finished Attic or Cathedral Ceilings,<8,4000+,4000+,None,5,Not Applicable,Occupied,9,NNW,3 ft,40 ft^2,F30 B30 L30 R30,"2ft, Right Windows",27,None,"Finished, R-38",None,Wood Shingles,None,Ceiling R-38,"Wall R-15, Exterior","R-15, Exterior","Wood Stud, R-19","Summer = 0.5, Winter = 0.95","Single, Clear, Non-metal, Exterior Clear Storm",Fiberglass,Propane Tankless,"100% Usage, Low Flow","R-5, Timer","40 sqft, West, Latitude + 15 degrees",Non-Ducted Heating,None,None,None,Other,None,None,None,None,None,1,Yes,700.2 cfm/ton,700.2 cfm/ton,1.405 Charge Frac,1.405 Charge Frac,78F,78F,No,No,0F,0F,None,None,"Premium Efficiency, 0.5F Offset","65 pints/day, 50% RH, 2.0 EF","EF 21.9, 105% Usage","Electric, Induction, 120% Usage",None,Yes,"CEE Advanced Tier, 120% Usage",None,None,None,None,None,144%,25%,"EV, 5000 miles, 0.3 kWh/mi",EF 19.9,"EF 20, 2008 Energy Star Most Efficient",National Average,National Average,Gas Lighting,None,None,None,None,Typical Efficiency,Yes,"0% Leakage, Uninsulated",40 ACH50,None,"ERV, 72%",Hour22,Hour18,Yes,13.0 kWDC,West,"NY, New York County",4A,NY,Northeast,127,NYSTc
+2,Stochastic,Propane,Single-Family Detached,Single-Family Detached,None,None,None,Unheated Basement,Wood Frame,"Vinyl, Light",3,Single-Family Detached,None,None,3,Finished Attic or Cathedral Ceilings,<8,3000-3999,2500-3999,None,5,Not Applicable,Vacant,10+,Northwest,2 ft,40 ft^2,None,"2ft, Left Windows",None,None,"Finished, R-49",None,"Tile, Concrete",None,Ceiling R-30,"Wall R-13, Interior","R-13, Interior","Wood Stud, R-15","Summer = 0.7, Winter = 0.95","Triple, Low-E, Non-metal, Air, L-Gain",Steel,Propane Standard,"200% Usage, Low Flow","R-2, Demand","40 sqft, West, Latitude + 15 degrees",Non-Ducted Heating,Room AC,None,None,"Fuel Wall/Floor Furnace, 68% AFUE",Propane Fuel Wall/Floor Furnace,None,None,"Room AC, EER 12.0",100% Conditioned,2,No,None,None,None,None,80F,80F,Yes,Yes,12F,9F,Night -5h,Night Setup -5h,"Standard Efficiency, 0.5F Offset","65 pints/day, 60% RH",None,None,"318 Rated kWh, 120% Usage",None,None,None,20% LED,95% Usage,95% Usage,No Exterior Use,166%,50%,"EV, 4000 miles, 0.3 kWh/mi",None,None,Gas Fireplace,Gas Grill,National Average,None,None,None,None,High Efficiency,No,"30% Leakage, R-8",50 ACH50,"Cooling Season, 7 days/wk","HRV, 60%",Hour23,Hour17,No,None,None,"TX, Harris County",2A,TX,South,67,ERCTc

test/tests_yml_files/yml_precomputed_outdated/buildstock_missing.csv

@@ -0,0 +1,3 @@
+Building,Schedules,Heating Fuel,Geometry Building Type ACS,Geometry Building Type RECS,Geometry Building Number Units MF,Geometry Building Number Units SFA,Geometry Building Horizontal Location SFA,Geometry Foundation Type,Geometry Wall Type,Geometry Wall Exterior Finish,Geometry Stories,Geometry Building Type Height,Geometry Building Horizontal Location MF,Geometry Building Level MF,Geometry Stories Low Rise,Geometry Attic Type,Geometry Story Bin,Geometry Floor Area,Geometry Floor Area Bin,Geometry Garage,Bedrooms,Corridor,Vacancy Status,Occupants,Orientation,Eaves,Door Area,Window Areas,Overhangs,Neighbors,Insulation Ceiling,Insulation Roof,Radiant Barrier,Roof Material,Insulation Slab,Insulation Floor,Insulation Foundation Wall,Insulation Rim Joist,Insulation Wall,Interior Shading,Windows,Doors,Water Heater Efficiency,Hot Water Fixtures,Hot Water Distribution,Solar Hot Water,HVAC Heating Type,HVAC Cooling Type,HVAC Has Shared System,HVAC Shared Efficiencies,HVAC Heating Efficiency,HVAC Heating Type And Fuel,HVAC Secondary Heating Type And Fuel,HVAC Secondary Heating Efficiency,HVAC Cooling Efficiency,HVAC System Is Faulted,HVAC System Single Speed AC Airflow,HVAC System Single Speed ASHP Airflow,HVAC System Single Speed AC Charge,HVAC System Single Speed ASHP Charge,Heating Setpoint,Cooling Setpoint,Heating Setpoint Has Offset,Cooling Setpoint Has Offset,Heating Setpoint Offset Magnitude,Cooling Setpoint Offset Magnitude,Heating Setpoint Offset Period,Cooling Setpoint Offset Period,Ceiling Fan,Dehumidifier,Refrigerator,Cooking Range,Dishwasher,Clothes Washer Presence,Clothes Washer,Clothes Dryer,Lighting,Lighting Interior Use,Lighting Other Use,Holiday Lighting,Plug Loads,Plug Load Diversity,Electric Vehicle,Misc Extra Refrigerator,Misc Freezer,Misc Gas Fireplace,Misc Gas Grill,Misc Gas Lighting,Misc Hot Tub Spa,Misc Pool,Misc Pool Heater,Misc Pool Pump,Misc Well Pump,HVAC Has Ducts,Ducts,Infiltration,Natural Ventilation,Mechanical Ventilation,Bathroom Spot Vent Hour,Range Spot Vent Hour,Has PV,PV System Size,PV Orientation,County,ASHRAE IECC Climate Zone 2004,State,Census Region,REEDS Balancing Area,Generation And Emissions Assessment Region
+1,Default,Other Fuel,Single-Family Attached,Single-Family Attached,None,144,Right,Unheated Basement,Wood Frame,"Wood, Medium/Dark",3,Single-Family Attached,None,None,3,Finished Attic or Cathedral Ceilings,<8,4000+,4000+,None,5,Not Applicable,Occupied,9,NNW,3 ft,40 ft^2,F30 B30 L30 R30,"2ft, Right Windows",27,None,"Finished, R-38",None,Wood Shingles,None,Ceiling R-38,"Wall R-15, Exterior","R-15, Exterior","Wood Stud, R-19","Summer = 0.5, Winter = 0.95","Single, Clear, Non-metal, Exterior Clear Storm",Fiberglass,Propane Tankless,"100% Usage, Low Flow","R-5, Timer","40 sqft, West, Latitude + 15 degrees",Non-Ducted Heating,None,None,None,Other,None,None,None,None,Yes,700.2 cfm/ton,700.2 cfm/ton,1.405 Charge Frac,1.405 Charge Frac,78F,78F,No,No,0F,0F,None,None,"Premium Efficiency, 0.5F Offset","65 pints/day, 50% RH, 2.0 EF","EF 21.9, 105% Usage","Electric, Induction, 120% Usage",None,Yes,"CEE Advanced Tier, 120% Usage",None,None,None,None,None,144%,25%,"EV, 5000 miles, 0.3 kWh/mi",EF 19.9,"EF 20, 2008 Energy Star Most Efficient",National Average,National Average,Gas Lighting,None,None,None,None,Typical Efficiency,Yes,"0% Leakage, Uninsulated",40 ACH50,None,"ERV, 72%",Hour22,Hour18,Yes,13.0 kWDC,West,"NY, New York County",4A,NY,Northeast,127,NYSTc
+2,Stochastic,Propane,Single-Family Detached,Single-Family Detached,None,None,None,Unheated Basement,Wood Frame,"Vinyl, Light",3,Single-Family Detached,None,None,3,Finished Attic or Cathedral Ceilings,<8,3000-3999,2500-3999,None,5,Not Applicable,Vacant,10+,Northwest,2 ft,40 ft^2,None,"2ft, Left Windows",None,None,"Finished, R-49",None,"Tile, Concrete",None,Ceiling R-30,"Wall R-13, Interior","R-13, Interior","Wood Stud, R-15","Summer = 0.7, Winter = 0.95","Triple, Low-E, Non-metal, Air, L-Gain",Steel,Propane Standard,"200% Usage, Low Flow","R-2, Demand","40 sqft, West, Latitude + 15 degrees",Non-Ducted Heating,Room AC,None,None,"Fuel Wall/Floor Furnace, 68% AFUE",Propane Fuel Wall/Floor Furnace,None,None,"Room AC, EER 12.0",No,None,None,None,None,80F,80F,Yes,Yes,12F,9F,Night -5h,Night Setup -5h,"Standard Efficiency, 0.5F Offset","65 pints/day, 60% RH",None,None,"318 Rated kWh, 120% Usage",None,None,None,20% LED,95% Usage,95% Usage,No Exterior Use,166%,50%,"EV, 4000 miles, 0.3 kWh/mi",None,None,Gas Fireplace,Gas Grill,National Average,None,None,None,None,High Efficiency,No,"30% Leakage, R-8",50 ACH50,"Cooling Season, 7 days/wk","HRV, 60%",Hour23,Hour17,No,None,None,"TX, Harris County",2A,TX,South,67,ERCTc