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City and County Commercial Building Inventories

The Commercial Building Inventories provide modeled data on commercial building type, vintage, and area for each U.S. city and county. Please note this data is modeled and more precise data may be available through county assessors or other sources. Commercial building stock data ...

Day, M. et al National Renewable Energy Laboratory

Apr 01, 2020
9 Resources
1 Stars
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City and County Energy Profiles

The City and County Energy Profiles lookup table provides modeled electricity and natural gas consumption and expenditures, on-road vehicle fuel consumption, vehicle miles traveled, and associated emissions for each U.S. city and county. Please note this data is modeled and more p...

Day, M. National Renewable Energy Laboratory

Dec 20, 2019
5 Resources
1 Stars
Publicly accessible

BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting

The BuildingsBench datasets consist of: Buildings-900K: A large-scale dataset of 900K buildings for pretraining models on the task of short-term load forecasting (STLF). Buildings-900K is statistically representative of the entire U.S. building stock. 7 real residential and com...

Emami, P. and Graf, P. National Renewable Energy Laboratory

Dec 31, 2018
6 Resources
1 Stars
Publicly accessible

Industrial Assessment Centers Database

The Industrial Assessment Centers (IAC) Database is a collection of all the publicly available data from energy efficiency assessments conducted by IACs at small and medium-sized industrial facilities. The data includes information beginning in 1981 on the type of facility assesse...

Smegal, J. and Muller, M. Office of Energy Efficiency & Renewable Energy

Nov 25, 2014
6 Resources
0 Stars
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AlphaBuilding Synthetic Buildings Operation Dataset

This is a synthetic building operation dataset which includes HVAC, lighting, miscellaneous electric loads (MELs) system operating conditions, occupant counts, environmental parameters, end-use and whole-building energy consumptions at 10-minute intervals. The data is created with...

Li, H. et al Lawrence Berkeley National Laboratory

Dec 21, 2020
5 Resources
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Commercial Reference Building: Small Office

Commercial reference buildings provide complete descriptions for whole building energy analysis using EnergyPlus (see "About EnergyPlus" resource link) simulation software. Included here is data pertaining to the reference building type "Small Office" for each of the 16 climate zo...

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
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Commercial Reference Building: Supermarket

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
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Commercial Reference Building: Warehouse

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Midrise Apartment

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
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Commercial Reference Building: Secondary School

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Primary School

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Strip Mall

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
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ResStock: Annual Baseline Results with Component Loads

The ResStock Analysis Tool was developed by NREL with support from the U.S. Department of Energy to provide a new approach to large-scale residential analysis by combining large public and private data sources, statistical sampling, detailed sub hourly building simulations, and hi...

Speake, A. et al National Renewable Energy Lab

Mar 03, 2023
6 Resources
0 Stars
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Commercial Reference Building: Large Hotel

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Hospital

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Outpatient Health Care

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
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Commercial Reference Building: Quick Service Restaurant

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Stand-alone Retail

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Full Service Restaurant

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Medium Office

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Small Hotel

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Commercial Reference Building: Large Office

Deru, M. et al National Renewable Energy Laboratory

Nov 25, 2014
8 Resources
0 Stars
Publicly accessible

Super-Resolution for Renewable Energy Resource Data with Climate Change Impacts (Sup3rCC)

The Super-Resolution for Renewable Energy Resource Data with Climate Change Impacts (Sup3rCC) data is a collection of 4km hourly wind, solar, temperature, humidity, and pressure fields for the contiguous United States under various climate change scenarios. Sup3rCC is downscaled ...

Buster, G. et al National Renewable Energy Laboratory (NREL)

Apr 19, 2023
7 Resources
2 Stars
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End-Use Load Profiles for the U.S. Building Stock

The United States is embarking on an ambitious transition to a 100% clean energy economy by 2050, which will require improving the flexibility of electric grids. One way to achieve grid flexibility is to shed or shift demand to align with changing grid needs. To facilitate this, i...

Wilson, E. et al National Renewable Energy Laboratory (NREL)

Oct 14, 2021
8 Resources
2 Stars
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Fuel Economy Data

Fuel economy data are the result of vehicle testing done at the Environmental Protection Agency's National Vehicle and Fuel Emissions Laboratory in Ann Arbor, Michigan, and by vehicle manufacturers with oversight by EPA. The Find a Car vehicle table contains fuel economy inform...

Webmaster, F. and (EERE), O. Oak Ridge National Laboratory

Nov 25, 2014
2 Resources
0 Stars
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City and County Commercial Building Inventories

City and County Energy Profiles

BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting

Industrial Assessment Centers Database

AlphaBuilding Synthetic Buildings Operation Dataset

Commercial Reference Building: Small Office

Commercial Reference Building: Supermarket

Commercial Reference Building: Warehouse

Commercial Reference Building: Midrise Apartment

Commercial Reference Building: Secondary School

Commercial Reference Building: Primary School

Commercial Reference Building: Strip Mall

ResStock: Annual Baseline Results with Component Loads

Commercial Reference Building: Large Hotel

Commercial Reference Building: Hospital

Commercial Reference Building: Outpatient Health Care

Commercial Reference Building: Quick Service Restaurant

Commercial Reference Building: Stand-alone Retail

Commercial Reference Building: Full Service Restaurant

Commercial Reference Building: Medium Office

Commercial Reference Building: Small Hotel

Commercial Reference Building: Large Office

Super-Resolution for Renewable Energy Resource Data with Climate Change Impacts (Sup3rCC)

End-Use Load Profiles for the U.S. Building Stock

Fuel Economy Data