Fact sheets 2023

fact_sheets_category_1.yml

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+schema_version: '0.3'
+os_version: 3.5.1
+os_sha: 22e1db7be5
+buildstock_directory: ../ # Relative to this file or absolute
+project_directory: project_national # Relative to buildstock_directory
+output_directory: national_baseline
+# weather_files_url: https://data.nrel.gov/system/files/156/BuildStock_TMY3_FIPS.zip
+weather_files_path: /shared-projects/buildstock/weather/BuildStock_TMY3_FIPS.zip
+
+sampler:
+  type: residential_quota
+  args:
+    n_datapoints: 2200000
+
+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: CO2e
+        elec_folder: data/cambium/LRMER_MidCase_15
+
+    utility_bills:
+      - scenario_name: Bills
+
+    simulation_output_report:
+      timeseries_frequency: hourly
+      include_timeseries_total_consumptions: true
+      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:
+      retain_in_idf: false
+      retain_schedules_csv: false
+
+# Federal Minimum Category
+upgrades:
+  - upgrade_name: Federal Minimum Heating
+
+    options:
+
+      # Natural Gas Boiler Federal Minimum - 90%
+      - &natural_gas_boiler_fed_min
+        option: HVAC Heating Efficiency|Fuel Boiler, 90% AFUE 
+        apply_logic:
+          - HVAC Heating Type And Fuel|Natural Gas Fuel Boiler
+          - or: 
+            - HVAC Heating Efficiency|Fuel Boiler, 72% AFUE
+            - HVAC Heating Efficiency|Fuel Boiler, 76% AFUE
+            - HVAC Heating Efficiency|Fuel Boiler, 80% AFUE
+            - HVAC Heating Efficiency|Fuel Boiler, 82% AFUE
+            - HVAC Heating Efficiency|Fuel Boiler, 85% AFUE
+
+      # Fuel Oil Boiler Federal Minimum - 87%
+      - &fuel_oil_boiler_fed_min
+        option: HVAC Heating Efficiency|Fuel Boiler, 87% AFUE 
+        apply_logic:
+          - HVAC Heating Type And Fuel|Fuel Oil Fuel Boiler
+          - or: 
+            - HVAC Heating Efficiency|Fuel Boiler, 72% AFUE
+            - HVAC Heating Efficiency|Fuel Boiler, 76% AFUE
+            - HVAC Heating Efficiency|Fuel Boiler, 80% AFUE
+            - HVAC Heating Efficiency|Fuel Boiler, 82% AFUE
+            - HVAC Heating Efficiency|Fuel Boiler, 85% AFUE
+
+      # Natural Gas Furnace Federal Minimum North - 95%
+      - &natural_gas_furnace_fed_min_north
+        option: HVAC Heating Efficiency|Fuel Furnace, 95% AFUE 
+        apply_logic:
+          - or: &northern_state_federal_minimum
+            - State|WA
+            - State|OR
+            - State|MY
+            - State|ID
+            - State|WY
+            - State|UT
+            - State|CO
+            - State|ND
+            - State|SD
+            - State|NE
+            - State|KS
+            - State|MN
+            - State|IA
+            - State|MO
+            - State|WI
+            - State|IL
+            - State|MI
+            - State|IN
+            - State|OH
+            - State|WV
+            - State|PA
+            - State|NJ
+            - State|NY
+            - State|CT
+            - State|RI
+            - State|MA
+            - State|VT
+            - State|NH
+            - State|ME
+          - HVAC Heating Type And Fuel|Natural Gas Fuel Furnace
+          - or: 
+            - HVAC Heating Efficiency|Fuel Furnace, 60% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 68% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 72% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 76% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 80% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 85% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 90% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 92.5% AFUE
+
+      # Natural Gas Furnace Federal Minimum South - 90%
+      - &natural_gas_furnace_fed_min_south
+        option: HVAC Heating Efficiency|Fuel Furnace, 90% AFUE 
+        apply_logic:
+          - or: &southern_state_federal_minimum
+            - State|CA
+            - State|NV
+            - State|AZ
+            - State|NM
+            - State|OK
+            - State|TX
+            - State|AR
+            - State|LA
+            - State|KY
+            - State|TN
+            - State|MS
+            - State|AL
+            - State|GA
+            - State|FL
+            - State|SC
+            - State|NC
+            - State|VA
+            - State|DC
+            - State|MD
+            - State|DE
+          - HVAC Heating Type And Fuel|Natural Gas Fuel Furnace
+          - or: 
+            - HVAC Heating Efficiency|Fuel Furnace, 60% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 68% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 72% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 76% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 80% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 85% AFUE
+
+      # Fuel Oil Furnace Federal Minimum - 85%
+      - &fuel_oil_furnace_fed_min
+        option: HVAC Heating Efficiency|Fuel Furnace, 85% AFUE 
+        apply_logic:
+          - HVAC Heating Type And Fuel|Fuel Oil Fuel Furnace
+          - or: 
+            - HVAC Heating Efficiency|Fuel Furnace, 60% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 68% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 72% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 76% AFUE
+            - HVAC Heating Efficiency|Fuel Furnace, 80% AFUE
+
+      ####
+      # HSPF >= 8.8 for heat pumps, this includes the constraint of SEER 14 for northern states and SEER 15 for southern states 
+      # southern states
+      - &heat_pump_fed_min_ducted_southern
+        option: HVAC Heating Efficiency|ASHP, SEER 15, 8.8 HSPF # same as base option
+        apply_logic: &fed_min_heat_pump_ASHP_ducted_southern
+          - *southern_state_federal_minimum
+          - HVAC Has Ducts|Yes
+          - or: &not_ASHP_greater_than_8_8_HSPF
+            - HVAC Heating Efficiency|ASHP, SEER 10, 6.2 HSPF
+            - HVAC Heating Efficiency|ASHP, SEER 10.3, 7.0 HSPF
+            - HVAC Heating Efficiency|ASHP, SEER 11.5, 7.5 HSPF
+            - HVAC Heating Efficiency|ASHP, SEER 13, 7.7 HSPF
+            - HVAC Heating Efficiency|ASHP, SEER 13, 8.0 HSPF
+            - HVAC Heating Efficiency|ASHP, SEER 14, 8.2 HSPF
+            - HVAC Heating Efficiency|ASHP, SEER 14.3, 8.5 HSPF
+            - HVAC Heating Efficiency|ASHP, SEER 15, 8.5 HSPF
+        costs: &costs_ashp_ducted_SEER_15_9_HSPF
+        # Source: Custom regression by Brennan Less. Ducted heat pump project costs were regressed on nameplate tons and HSPF,
+        # from data described in in Less et al. https://doi.org/10.20357/B7FP4D. 2019$ inflated to 2022$ using 1.12 factor.
+        # Ducted ASHP regression n=317. Implicitly includes electrical upgrades and electric backup.
+          - value: 3907.01 # for HSPF 9
+            multiplier: Fixed (1)
+          - value: 155.17
+            multiplier: Size, Heating System Primary (kBtu/h)
+        lifetime: &lifetime_ashp_ducted_SEER_15_9_HSPF 15
+      # MSHP
+      - &heat_pump_fed_min_ductless_southern
+        option: HVAC Heating Efficiency|MSHP, SEER 15, 8.8 HSPF
+        apply_logic: &fed_min_heat_pump_MSHP_ductless_southern
+          - *southern_state_federal_minimum
+          - and:
+            - HVAC Has Ducts|No
+            - or: &not_MSHP_greater_than_8_8_HSPF
+              - HVAC Heating Efficiency|MSHP, SEER 14.5, 8.2 HSPF
+        costs: &costs_mshp_ductless_SEER_15_9_HSPF
+        # Source: Custom regression by Brennan Less. Ductless heat pump project costs were regressed on nameplate tons,
+        # from data described in in Less et al. https://doi.org/10.20357/B7FP4D. 2019$ inflated to 2022$ using 1.12 factor.
+        # Ductless MSHP n=173, HSPF median 11, range 9.3–14.2. Implicitly includes multiple zones and electrical upgrades.
+        # Regression results in costs that are 15–30% higher than costs from The Heat Pump Store as documented in https://redwoodenergy.net/wp-content/uploads/2021/02/Pocket-Guide-to-All-Electric-Retrofits-of-Single-Family-Homes.pdf 
+        # LBNL data were not sufficient to include a relationship between SEER or HSPF and cost, so cost deltas for higher 
+        # and lower HSPF were added using the relationship between HSPF and cost for ductless MSHPs in REMDB (https://remdb.nrel.gov/).
+          - value: 2472.60
+            multiplier: Fixed (1)
+          - value: 320.42
+            multiplier: Size, Heating System Primary (kBtu/h)
+        lifetime: &lifetime_mshp_ductless_SEER_15_9_HSPF 
+          15
+      #global
+      - option: HVAC Cooling Efficiency|Heat Pump # Applied regardless of which option is applied
+        apply_logic:
+          or:
+            - *fed_min_heat_pump_ASHP_ducted_southern
+            - *fed_min_heat_pump_MSHP_ductless_southern
+
+      # northern states
+      - &heat_pump_fed_min_ducted_northern
+        option: HVAC Heating Efficiency|ASHP, SEER 14, 8.8 HSPF # same as base option
+        apply_logic: &fed_min_heat_pump_ASHP_ducted_northern
+          - *northern_state_federal_minimum
+          - HVAC Has Ducts|Yes
+          - or: *not_ASHP_greater_than_8_8_HSPF
+        costs: *costs_ashp_ducted_SEER_15_9_HSPF
+        lifetime: *lifetime_ashp_ducted_SEER_15_9_HSPF
+
+      # MSHP
+      - &heat_pump_fed_min_ductless_northern
+        option: HVAC Heating Efficiency|MSHP, SEER 14, 8.8 HSPF
+        apply_logic: &fed_min_heat_pump_MSHP_ductless_northern
+          - *northern_state_federal_minimum
+          - and:
+            - HVAC Has Ducts|No
+            - or: *not_MSHP_greater_than_8_8_HSPF
+        costs: *costs_mshp_ductless_SEER_15_9_HSPF
+        lifetime: *lifetime_mshp_ductless_SEER_15_9_HSPF 
+      #global
+      - option: HVAC Cooling Efficiency|Heat Pump # Applied regardless of which option is applied
+        apply_logic:
+          or:
+            - *fed_min_heat_pump_ASHP_ducted_northern
+            - *fed_min_heat_pump_MSHP_ductless_northern
+
+
+  - upgrade_name: Federal Minimum Cooling
+    options:
+      ####
+      # Federal minimum SEER 14 for northern states and SEER 15 for southern states for centrally air conditioned dwellings, split AC systems and Heat Pumps
+      # CEER 11.0 for Room AC units (assuming capacity is <= 8,000 BTU/h)
+
+      # Southern states, central AC
+      - &central_AC_fed_min_southern
+        option: HVAC Cooling Efficiency|AC, SEER 15
+        apply_logic:
+          - *southern_state_federal_minimum
+          - or: 
+            - HVAC Cooling Efficiency|AC, SEER 8
+            - HVAC Cooling Efficiency|AC, SEER 10
+            - HVAC Cooling Efficiency|AC, SEER 13
+            - HVAC Cooling Efficiency|AC, SEER 14
+          - HVAC Cooling Type|Central AC
+
+
+      # Northern states, central AC
+      - &central_AC_fed_min_northern
+        option: HVAC Cooling Efficiency|AC, SEER 14
+        apply_logic:
+          - *northern_state_federal_minimum
+          - or: 
+            - HVAC Cooling Efficiency|AC, SEER 8
+            - HVAC Cooling Efficiency|AC, SEER 10
+            - HVAC Cooling Efficiency|AC, SEER 13
+          - HVAC Cooling Type|Central AC
+
+      # Room AC
+      - &room_AC_fed_min
+        option: HVAC Cooling Efficiency|Room AC, EER 11.11 # 1.01 * CEER = EER, so here 1.01 * 11 = 11.11
+        apply_logic:
+          - or: 
+            - HVAC Cooling Efficiency|Room AC, EER 8.5
+            - HVAC Cooling Efficiency|Room AC, EER 9.8
+            - HVAC Cooling Efficiency|Room AC, EER 10.7
+          - HVAC Cooling Type|Room AC
+
+      # Heat Pumps
+      # SEER 14 for northern states and SEER 15 for southern states, comes with HSPF == 8.8 which is the federal minimum
+      # southern states
+      - *heat_pump_fed_min_ducted_southern
+      - *heat_pump_fed_min_ductless_southern
+      - *heat_pump_fed_min_ducted_northern
+      - *heat_pump_fed_min_ductless_northern
+      #global
+      - option: HVAC Cooling Efficiency|Heat Pump # Applied regardless of which option is applied
+        apply_logic:
+          or:
+            - *fed_min_heat_pump_ASHP_ducted_northern
+            - *fed_min_heat_pump_MSHP_ductless_northern
+            - *fed_min_heat_pump_ASHP_ducted_southern
+            - *fed_min_heat_pump_MSHP_ductless_southern
+
+
+
+  - upgrade_name: Federal Minimum Heating and Cooling
+    options:
+    ####
+    # Federal minimum heat pumps
+      - *heat_pump_fed_min_ducted_southern
+      - *heat_pump_fed_min_ductless_southern
+      - *heat_pump_fed_min_ducted_northern
+      - *heat_pump_fed_min_ductless_northern
+
+      - option: HVAC Cooling Efficiency|Heat Pump # Applied regardless of which option is applied
+        apply_logic:
+          or:
+            - *fed_min_heat_pump_ASHP_ducted_northern
+            - *fed_min_heat_pump_MSHP_ductless_northern
+            - *fed_min_heat_pump_ASHP_ducted_southern
+            - *fed_min_heat_pump_MSHP_ductless_southern
+
+    # Federal minimum AC - central and room
+      - *room_AC_fed_min
+      - *central_AC_fed_min_southern
+      - *central_AC_fed_min_northern
+
+    # Federal minimum boilers - NG and fuel oil
+      - *natural_gas_boiler_fed_min
+      - *fuel_oil_boiler_fed_min
+
+    # Federal minimum furnaces - NG and fuel oil
+      - *natural_gas_furnace_fed_min_north
+      - *natural_gas_furnace_fed_min_south
+      - *fuel_oil_furnace_fed_min
+
+
+
+  - upgrade_name: Federal Minimum Water Heating
+    options:
+    ####
+
+  - upgrade_name: Federal Minimum Heating, Cooling, and Water Heating
+
+    options:
+    ####
+    # Federal minimum heat pumps
+      - *heat_pump_fed_min_ducted_southern
+      - *heat_pump_fed_min_ductless_southern
+      - *heat_pump_fed_min_ducted_northern
+      - *heat_pump_fed_min_ductless_northern
+
+      - option: HVAC Cooling Efficiency|Heat Pump # Applied regardless of which option is applied
+        apply_logic:
+          or:
+            - *fed_min_heat_pump_ASHP_ducted_northern
+            - *fed_min_heat_pump_MSHP_ductless_northern
+            - *fed_min_heat_pump_ASHP_ducted_southern
+            - *fed_min_heat_pump_MSHP_ductless_southern
+
+    # Federal minimum AC - central and room
+      - *room_AC_fed_min
+      - *central_AC_fed_min_southern
+      - *central_AC_fed_min_northern
+
+    # Federal minimum boilers - NG and fuel oil
+      - *natural_gas_boiler_fed_min
+      - *fuel_oil_boiler_fed_min
+
+    # Federal minimum furnaces - NG and fuel oil
+      - *natural_gas_furnace_fed_min_north
+      - *natural_gas_furnace_fed_min_south
+      - *fuel_oil_furnace_fed_min
+
+
+baseline:
+  n_buildings_represented: 136569411 # American Community Survey 2019 5-year, B25001, does not include AK, HI, and territories
+
+eagle:
+  n_jobs: 3
+  minutes_per_sim: 30
+  account: <account you are authorized to use>
+  postprocessing:
+    time: 20
+    n_workers: 1
+  sampling:
+    time: 5