The outline below organizes building electrification and efficiency material on this site. For a chronological view of recent material, see our building energy thread.
- Summary heat pump resources
- Utility costs
- Heat pump analytic issues (see a video discussion of the overview or flip through slides)
- Heat pump experiences
- Our heat pump experience
- The typical refrigerant leak experience
- Our heat pump efficiency measurement
- Constituent Surveys
- Planning to support heat pump conversions
- Emerging technologies and approaches
- Energy conservation in buildings
- Climate documents
- Climate agencies
- Videos
Search for data on building energy
| Topic | Subtopic | Underlying Data | Spreadsheet | Tab | URL |
|---|---|---|---|---|---|
| Building characteristics | Square footage, etc. | American Housing Survey | American Housing Survey Extract | https://willbrownsberger.com/wp-content/uploads/2023/11/American-Housing-Survey-Extract.xlsx | |
| Insulation | Insulation potential | Mass Save Potential Studies | Insulation Potential | Unpublished notes | |
| Appliance Efficiency | Energy Use Intensity | Building Sector Technical Repoert | Fossil Appliance Efficiency Improvements | BSTR, Figures 15, 16, 18 | https://willbrownsberger.com/wp-content/uploads/2023/11/Fossil-Appliance-Efficiency-Improvements.xlsx |
| Behavior Change | Modeling | Model | Behavior-Change-1 | Summary Analysis I | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Behavior Change | Modeling | Model | Behavior-Change-1 | Summary Analysis II | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Behavior Change | Thermostat settings history | Residential Energy Consumption Survey (RECS) | Behavior-Change-1 | RECS Pivot | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Behavior Change | Thermostat settings history | Residential Energy Consumption Survey (RECS), PUMS | Behavior-Change-1 | PUMS | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Behavior Change | Thermostat settings history | Mass Save Studies | Behavior-Change-1 | Massachusetts Comparison | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Behavior Change | Thermostat settings history | American Energy Consumer | Behavior-Change-1 | American Energy Consumer | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Behavior Change | Thermostat settings history | Residential Energy Consumption Survey (RECS), older | Behavior-Change-1 | Behavior Change | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Behavior Change | Heating Degree Days vs Expenditures | Residential Energy Consumption Survey (RECS), PUMS | Behavior-Change-1 | Space heating computations | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Weather | Heating Degree Days Bedford | degreedays.net | Behavior-Change-1 | Bedford degree days | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Weather | Heating Degree Days Logan | degreedays.net | Behavior-Change-1 | Logan HDD | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Behavior Change | Early sources of data | osti.gov | Behavior-Change-1 | Inaccessible sources | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Prices | Massachusetts vs US | State energy data system (SEDS) | Behavior-Change-1 | Energy-Price Relationship | https://willbrownsberger.com/wp-content/uploads/2023/10/Behavior-Change-1.xlsx |
| Prices | Cold climate states | State energy data system (SEDS) | Climate-and-energy-prices.xls | Summary | https://willbrownsberger.com/wp-content/uploads/2023/10/Climate-and-Energy-Prices.xlsx |
| Behavior Change | Thermostat settings history | Residential Energy Consumption Survey (RECS), PUMS all years | PUMS queries | Access database | https://drive.google.com/file/d/1zL9cMIYFzlPZ6BDqnj06xDccxV_90o7D/view?usp=share_link |
| Appliance Efficiency | Burner efficiency | Model | Burner-efficiency-improvements | Efficiency Improvement Summary | https://willbrownsberger.com/wp-content/uploads/2023/10/Burner-Efficiency-Improvements.xlsx |
| Appliance Efficiency | Burner efficiency | Mass Save 2020 Baseline | Burner-efficiency-improvements | Saturation and characteristics | https://willbrownsberger.com/wp-content/uploads/2023/10/Burner-Efficiency-Improvements.xlsx |
| Appliance Efficiency | Burner efficiency | Mass Save 2022 Baseline | Burner-efficiency-improvements | Replacement studies | https://willbrownsberger.com/wp-content/uploads/2023/10/Burner-Efficiency-Improvements.xlsx |
| Appliance Efficiency | Federal standards | Federal sources on standards and efficiency | Burner-efficiency-improvements | Misc efficiency notes | https://willbrownsberger.com/wp-content/uploads/2023/10/Burner-Efficiency-Improvements.xlsx |
| Prices | Massachusetts | State energy data system (SEDS) | Electrification-share-of-decline-2 | Prices | https://willbrownsberger.com/wp-content/uploads/2023/10/Electricification-Share-of-Decline-2.xlsx |
| Appliance Efficiency | Burner efficiency | EIA studies | Electrification-share-of-decline-2 | E-Summ | https://willbrownsberger.com/wp-content/uploads/2023/10/Electricification-Share-of-Decline-2.xlsx |
| Electrification | Heating fuel | Census products — decennial, ACS American Community Survey | Electrification-share-of-decline-2 | E-Heat-Prev | https://willbrownsberger.com/wp-content/uploads/2023/10/Electricification-Share-of-Decline-2.xlsx |
| Electrification | Heating fuel | Census products — american housing survey/RECS | Electrification-share-of-decline-2 | E-Other-Prev | https://willbrownsberger.com/wp-content/uploads/2023/10/Electricification-Share-of-Decline-2.xlsx |
| Electrification | Heating fuel | Residential Energy Consumption Survey (RECS), Usage | Electrification-share-of-decline-2 | E-2009-use | https://willbrownsberger.com/wp-content/uploads/2023/10/Electricification-Share-of-Decline-2.xlsx |
| Electrification | Electricity 2022 Use | Mass Save 2022 Baseline | Electrification-share-of-decline-2 | E-2019-use | https://willbrownsberger.com/wp-content/uploads/2023/10/Electricification-Share-of-Decline-2.xlsx |
| Electrification | Heating fuel | Mass Save 2020 Baseline | Electrification-share-of-decline-2 | 2020 Baseline | https://willbrownsberger.com/wp-content/uploads/2023/10/Electricification-Share-of-Decline-2.xlsx |
| Behavior Change | Conservation behavior | Residential Energy Consumption Survey (RECS), older | Insulation History 2023_09_07 | RECS clips | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | State programs | State archives — misc links | Insulation History 2023_09_07 | State documents | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Usage | Massachusetts | State energy data system (SEDS) | Insulation History 2023_09_07 | Energy use | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Usage | US | State energy data system (SEDS) | Insulation History 2023_09_07 | Energy Use US | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Heaeting Fuel | Massachusetts | Census products — decennial, ACS American Community Survey | Insulation History 2023_09_07 | Fuel use from census | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Usage | Massachusetts | State energy data system (SEDS) (all sectors) | Insulation History 2023_09_07 | Energy Use — all Sectors | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Usage | Massachusetts vs US | State energy data system (SEDS) v state sources | Insulation History 2023_09_07 | Energy Use Excerpt | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Usage | Massachusetts vs US | State energy data system (SEDS) v state sources (EOER 1987) | Insulation History 2023_09_07 | Energy Use EOER | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Prices | Massachusetts | State energy data system (SEDS), Bureau of Labor Statistcis CPI | Insulation History 2023_09_07 | Energy Prices | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Mass Save | Insulation History 2023_09_07 | Jobs — Mass Save | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Census products — ACS American Community Survey | Insulation History 2023_09_07 | Jobs — ACS | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Census products — CPS current population Survey | Insulation History 2023_09_07 | Jobs — BLS OEWS | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Census products — decennial | Insulation History 2023_09_07 | Jobs — CPS | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Bureau of Labor Statistics, Quarterly Census of Employment and Wages | Insulation History 2023_09_07 | Jobs — Decennial | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Bureau of Labor Statistics, Quarterly Census of Employment and Wages | Insulation History 2023_09_07 | QCEW — Summary | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Bureau of Labor Statistics, Quarterly Census of Employment and Wages | Insulation History 2023_09_07 | QCEW — NAICS | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Bureau of Labor Statistics, Quarterly Census of Employment and Wages | Insulation History 2023_09_07 | QCEW — All Construction | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Bureau of Labor Statistics, Quarterly Census of Employment and Wages | Insulation History 2023_09_07 | QCEW — SIC | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Insulation | Insulation Jobs | Bureau of Labor Statistics, Quarterly Census of Employment and Wages | Insulation History 2023_09_07 | QCEW — US | https://willbrownsberger.com/wp-content/uploads/2023/09/Insulation-History-2023_09_07.xlsx |
| Usage | Northeast | Residential Energy Consumption Survey (RECS) | Efficiency-of-existing-housing-stock | RECS Consumption | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Emissions | Massachusetts Inventory | DEP, Department of Environmental Protection | Efficiency-of-existing-housing-stock | DEP Emissions | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Emissions | Massachusetts Inventory | State energy data system (SEDS) | Efficiency-of-existing-housing-stock | EIA Emissions | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Usage | Massachusetts | State energy data system (SEDS) | Efficiency-of-existing-housing-stock | EIA Energy Use | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Usage | Massachusetts, supplemental gaseous fuels | State energy data system (SEDS) | Efficiency-of-existing-housing-stock | Double count of SGF | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Usage | Massachusetts | EOER 1987 | Efficiency-of-existing-housing-stock | EoER 1987 | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Usage | Massachusetts vs population, housing | State energy data system (SEDS), Census, MassGIS | Efficiency-of-existing-housing-stock | Energy Use Ratios | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Housing | Housing Vintage vs units | MassGIS | Efficiency-of-existing-housing-stock | Vintage vs Units | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Usage | Housing Vintage vs energy | State energy data system (SEDS), MassGIS | Efficiency-of-existing-housing-stock | Vintage vs Energy | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Usage | Housing vintage vs energy intensity | State energy data system (SEDS), MassGIS, Building Sector Technical Report | Efficiency-of-existing-housing-stock | kbtu-sqft-year | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Weather | Heating Degree Days Bedford | degreedays.net | Efficiency-of-existing-housing-stock | Logan Data | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Weather | Heating Degree Days Bedford | degreedays.net | Efficiency-of-existing-housing-stock | Logan Pivot | https://willbrownsberger.com/wp-content/uploads/2023/09/Efficiency-of-Existing-Housing-Stock.xlsx |
| Housing | Quantity — square footage vintage | MassGIS | Housing Quantity-2023-08-27-14-12 | M_ (multiple tabs) | https://willbrownsberger.com/wp-content/uploads/2023/08/Housing-Quantity-2023-08-27-14-12.xlsx |
| Housing | Quantity — square footage vintage | Census products — decennial | Housing Quantity-2023-08-27-14-12 | C1 | https://willbrownsberger.com/wp-content/uploads/2023/08/Housing-Quantity-2023-08-27-14-12.xlsx |
| Housing | Quantity — square footage vintage | Census products, housing units methodology | Housing Quantity-2023-08-27-14-12 | C2 | https://willbrownsberger.com/wp-content/uploads/2023/08/Housing-Quantity-2023-08-27-14-12.xlsx |
| Housing | Quantity — square footage vintage | MAPC and Census Products — building permits | Housing Quantity-2023-08-27-14-12 | C3 | https://willbrownsberger.com/wp-content/uploads/2023/08/Housing-Quantity-2023-08-27-14-12.xlsx |
| Housing | Quantity — square footage vintage | Census products — American Housing Survey | Housing Quantity-2023-08-27-14-12 | C4 | https://willbrownsberger.com/wp-content/uploads/2023/08/Housing-Quantity-2023-08-27-14-12.xlsx |
| Housing | Quantity — square footage vintage | Census products — survey of construction | Housing Quantity-2023-08-27-14-12 | C5 | https://willbrownsberger.com/wp-content/uploads/2023/08/Housing-Quantity-2023-08-27-14-12.xlsx |
| Housing | Quantity — square footage vintage | Census products — American Community Survey | Housing Quantity-2023-08-27-14-12 | C6 | https://willbrownsberger.com/wp-content/uploads/2023/08/Housing-Quantity-2023-08-27-14-12.xlsx |
| Housing | Quantity — square footage vintage | Bureau of Economic Analysis Construction Product Accounts | Housing Quantity-2023-08-27-14-12 | C7 | https://willbrownsberger.com/wp-content/uploads/2023/08/Housing-Quantity-2023-08-27-14-12.xlsx |
| Housing | Quantity — square footage vintage | MassGIS | MS Access Database | https://drive.google.com/file/d/1zL9cMIYFzlPZ6BDqnj06xDccxV_90o7D/view?usp=share_link | |
| Housing | Quantity — square footage vintage | MassGIS, processed . . . state wide parcel list | Spreadsheet | https://drive.google.com/file/d/1Z3StdWIJGemC4AV_BTapXOHdPKrnAwcb/view?usp=sharing | |
| Heat pumps | Installation volume | Mass Save EOEEA | Post | https://willbrownsberger.com/heat-pump-installation-volume/ | |
| Heat pumps | Second order effects | Avoided energy supply cost | Post | https://willbrownsberger.com/second-order-benefits-and-costs-of-electrification/ | |
| Heat pumps | Customer behavior | Mass Save Fuel Displacement Study | Post | https://willbrownsberger.com/customer-behavior-with-heat-pumps/ | |
| Heat pumps | Portfolio performance | Model | Post | https://willbrownsberger.com/portfolio-performance/ | |
| Heat pumps | Installation costs | Building Sector Technical Report, Mass Save, Field | Post | https://willbrownsberger.com/heat-pump-installation-costs/ | |
| Heat pumps | Natural gas leaks | Cambium, EPA, NREL, Pistochini, Mass Save | Post | https://willbrownsberger.com/natural-gas-leaks-in-the-heat-pump-analysis/ | |
| Heat pumps | Marginal emissions | DEP, Avoided enertgy supply cost | Post | https://willbrownsberger.com/massachusetts-climate-plan-emissions/ | |
| Heat pumps | Space heating usage | Workbook of energy modeling results WB Annotation | Workbook of energy modeling results WB Annotation | Residential Space heating | https://willbrownsberger.com/wp-content/uploads/2023/05/Massachusetts-Workbook-of-Energy-Modeling-Results-WB-Annotation-1.xlsx |
| Heat pumps | Energy demand | Workbook of energy modeling results WB Annotation | Workbook of energy modeling results WB Annotation | Final energy demand | https://willbrownsberger.com/wp-content/uploads/2023/05/Massachusetts-Workbook-of-Energy-Modeling-Results-WB-Annotation-1.xlsx |
| Heat pumps | Marginal emissions | Workbook of energy modeling results WB Annotation | Workbook of energy modeling results WB Annotation | Capacity | https://willbrownsberger.com/wp-content/uploads/2023/05/Massachusetts-Workbook-of-Energy-Modeling-Results-WB-Annotation-1.xlsx |
| Heat pumps | Marginal emissions | Workbook of energy modeling results WB Annotation | Workbook of energy modeling results WB Annotation | Capacity marginal | https://willbrownsberger.com/wp-content/uploads/2023/05/Massachusetts-Workbook-of-Energy-Modeling-Results-WB-Annotation-1.xlsx |
| Heat pumps | Marginal emissions | Workbook of energy modeling results WB Annotation | Workbook of energy modeling results WB Annotation | Demand clean | https://willbrownsberger.com/wp-content/uploads/2023/05/Massachusetts-Workbook-of-Energy-Modeling-Results-WB-Annotation-1.xlsx |
| Heat pumps | Marginal emissions | Workbook of energy modeling results WB Annotation | Workbook of energy modeling results WB Annotation | Generation transpose II | https://willbrownsberger.com/wp-content/uploads/2023/05/Massachusetts-Workbook-of-Energy-Modeling-Results-WB-Annotation-1.xlsx |
| Heat pumps | Marginal emissions | Workbook of energy modeling results WB Annotation | Workbook of energy modeling results WB Annotation | Electric Transmission Flow | https://willbrownsberger.com/wp-content/uploads/2023/05/Massachusetts-Workbook-of-Energy-Modeling-Results-WB-Annotation-1.xlsx |
| Heat pumps | Marginal emissions | Workbook of energy modeling results WB Annotation | Workbook of energy modeling results WB Annotation | Winter load | https://willbrownsberger.com/wp-content/uploads/2023/05/Massachusetts-Workbook-of-Energy-Modeling-Results-WB-Annotation-1.xlsx |
| Heat pumps | Marginal emissions | Cambium22_LRMER_with_comps_and_comparisons | Cambium22_LRMER_with_comps_and_comparisons | https://willbrownsberger.com/wp-content/uploads/2023/05/Cambium22_LRMER_with_comps_and_comparisons.xlsx | |
| Weather | Heating degree hours distribution | METARS weather dataset | hanscom-heat-degree-analysis | https://willbrownsberger.com/wp-content/uploads/2023/01/hanscom-heat-degree-analysis.xlsx | |
| Heat pumps | Operating costs | Mass Save, DOER, DPU | Post | Heat pump economics | https://willbrownsberger.com/heat-pumps/heat-pump-economics-2/ |
| Heat pumps | Performance | SCOP data from multiple sources | Post | Heat pump performance | https://willbrownsberger.com/real-world-heat-pump-performance/ |
| Heat pumps | Marginal emissions | ISO-NE, Cambium, Avoided Energy Supply Cost | Post | How Green will the power be? | https://willbrownsberger.com/how-green-will-the-power-be/ |
| Heat pumps | Overview | Framework model | Post | Overview of heat pump policy issues | https://willbrownsberger.com/frameworks-for-heat-pump-decisions/ |
| Heat pumps | Installation costs | Building Sector Technical Report, Mass CEC | Post | Installation costs | https://willbrownsberger.com/heat-pump-installation-costs/ |
| Heat pumps | Commission on clean heat | Commission on clean heat | Post | Commission on clean heaet | https://willbrownsberger.com/the-commission-on-clean-heat/ |
| Heat pumps | Potential market share | Mass Save, Guidehouse | Post | Heat pump potential studies | https://willbrownsberger.com/heat-pump-potential-studies/ |
| Heat pumps | Refrigerants | Post | Coming improvements in heat pumps | https://willbrownsberger.com/evolution-of-heat-pump-technology/ | |
| Heat pumps | Partial conversions | Climate plan | Post | Partial conversions | https://willbrownsberger.com/partial-conversions/ |
| Heat pumps | Refrigerants | Refrigerant leaks | Post | Refrigerant leaks | https://willbrownsberger.com/heat-pump-leaks/ |
| Heat pumps | Social Cost of Carbon | EPA | Post | Social cost of carbon | https://willbrownsberger.com/social-cost-of-carbon/ |
| Grid | Belmont Grid | Belmont Light | Post | Upgrading Belmont’s Grid | https://willbrownsberger.com/heat-pumps/ |
| Electrification | Three year planning changes | Mass Save Emissions analysis | Post | Mass Save Plan Changes | https://willbrownsberger.com/heat-pumps/mass-save-plan-changes/ |
| Heat pumps | Funding | Mass Save funding statutes | Post | Current funding for heat pumps | https://willbrownsberger.com/heat-pumps/current-funding-for-heat-pumps/ |
| Heat pumps | Funding federal | IRA inflation reduction act | Post | Home Energy Retrofit Programs in the IRA | https://willbrownsberger.com/home-energy-retrofit-programs-in-the-ira/ |
| Deep Energy Retrofits | Economics | Misc; own experiments | Post | https://willbrownsberger.com/category/environment-2/carbon/building-energy/brownsberger-deep-energy-retrofit/ | |
| Behavior Change | Thermostat settings | Residential Energy Consumption Survey (RECS), PUMS 2020 | Distribution of thermostat settings | https://willbrownsberger.com/wp-content/uploads/2023/11/Distribution-of-thermotat-settings.xlsx | |
| Usage | MA and other states | State energy data system (SEDS) | Energy-decline-comparisons | https://willbrownsberger.com/wp-content/uploads/2023/11/Energy-Decline-Comparisons.xlsx | |
| Usage | Energy Use Intensity | Building Sector Technical Report | Fossil-appliance-efficiency-improvements | BSTR | https://willbrownsberger.com/wp-content/uploads/2023/11/Fossil-Appliance-Efficiency-Improvements-1.xlsx |
| Insulation | Impact savings | Mass Save | Masssave-efficiency-expectations | https://willbrownsberger.com/wp-content/uploads/2023/11/MassSave-Efficiency-Expectations.xlsx | |
| Insulation | Prevalence | Residential Energy Consumption Survey (RECS), old clips | insulation-RECS-data | RECS | https://willbrownsberger.com/wp-content/uploads/2023/11/Insulation-RECS-data.xlsx |
| Behavior Change | Thermostat settings | Residential Energy Consumption Survey (RECS), PUMS 2020 | recs2020_public_MICRODATA | https://willbrownsberger.com/wp-content/uploads/2023/11/recs2020_public_MICRODATA.xlsx | |
| Heat pumps | Efficiency | Brownsberger test case | Brownsberger heat pump efficiency | HDD Fit | https://willbrownsberger.com/wp-content/uploads/2023/06/Brownsberger-heat-pump-efficiency.xlsx |
| Weather | Degree Day | degreedays.net | Brownsberger heat pump efficiency | Multiple downloads | https://willbrownsberger.com/wp-content/uploads/2023/06/Brownsberger-heat-pump-efficiency.xlsx |
| Deep Energy Retrofits | Economics | Misc; own experiments | Brownsberger-cost-benefit-analysis | Cost-benefit-analysis | https://willbrownsberger.com/wp-content/uploads/2011/03/Brownsberger-cost-benefit-analysis-3-15-11-posted.xls |
| Deep Energy Retrofits | Industry subsidies | Misc; | Brownsberger-cost-benefit-analysis | Industry subsidies | https://willbrownsberger.com/wp-content/uploads/2011/03/Brownsberger-cost-benefit-analysis-3-15-11-posted.xls |
| Deep Energy Retrofits | HERS Rating | HERS Rater | Brownsberger-cost-benefit-analysis | HERS analysis in Full | https://willbrownsberger.com/wp-content/uploads/2011/03/Brownsberger-cost-benefit-analysis-3-15-11-posted.xls |
| Heat pumps | Efficiency | Mass Save Fuel Displacement Study | Heat pump computations | Key Tables | https://willbrownsberger.com/wp-content/uploads/2023/11/Heat-Pump-computations.xlsx |
| Heat pumps | Benefit Cost Analysis | Mass Save BCR filings | Heat pump computations | Oil heat at $128 SCC | https://willbrownsberger.com/wp-content/uploads/2023/11/Heat-Pump-computations.xlsx |
| Heat pumps | Social Cost of Carbon | Mass Save BCR filings; EIA | Heat pump computations | SCC Assumptions | https://willbrownsberger.com/wp-content/uploads/2023/11/Heat-Pump-computations.xlsx |
| Heat pumps | Measurements | Emporia Vue Sense | Heat pump modeling | Upstairs Measurement Check | https://willbrownsberger.com/wp-content/uploads/2023/04/Heat-Pump-Modeling1.xlsx |
| Heat pumps | Measurements | Meter readings | Heat pump modeling | Historic meter readings | https://willbrownsberger.com/wp-content/uploads/2023/04/Heat-Pump-Modeling1.xlsx |
| Heat pumps | Load patterns | Emporia Vue Sense | Heat pump modeling | 1 day 15 minute . . . | https://willbrownsberger.com/wp-content/uploads/2023/04/Heat-Pump-Modeling1.xlsx |
| Heat pumps | Overview | Misc | Heat Pump Good Slides | Powerpoint | https://willbrownsberger.com/wp-content/uploads/2023/11/Heat-Pump-Good-Slides.pptx |
| Heat pumps | Marginal emissions | Avoided Energy Supply Cost AESC | marginal emissions comparisons | https://willbrownsberger.com/wp-content/uploads/2023/11/Heat-Pump-Good-Slides.pptx | |
| Heat pumps | Marginal emissions | Avoided Energy Supply Cost AESC | marginal emissions comparisons | https://willbrownsberger.com/wp-content/uploads/2023/11/marginal-energy-costs.xlsx | |
| Insulation | Mass Save Results | Mass Save Studies | https://willbrownsberger.com/wp-content/uploads/2023/11/MassSave-Efficiency-Expectations-2.xlsx |