RAIICE Cycle 3 Energy Lifecycle Dataset Catalog

LBNL FDD Data Sets Boiler Plant

(Lawrence Berkeley National Laboratory) The DOE and Berkeley Lab have partnered across the national laboratory complex and with the research community to curate, validate, and…
EPA eGRID — Emissions & Generation Resource Integrated Database

(U.S. Environmental Protections Agency, Catalyst Cooperative) The Emissions & Generation Resource Integrated Database (eGRID) is a comprehensive source of data from EPA’s Clean Air Power…
U.S. Energy Information Adminstration, 2025, “U.S. Energy Information Administration Projection Reports, 2017”

(U.S. Energy Information Administration) Reports in pdf and csv format from the US Energy Information Administration (EIA) with forecast models on crude oil and petroleum…
Storage Sizing GridView and Model Output Dataset

(Pacific Northwest National Laboratory) This dataset contains time series of output operational features from production cost simulations over historical weather conditions. Datasets are presented with…
An experimental database of cell performance for vanadium redox flow battery

(Pacific Northwest National Laboratory) The continual growth in energy demand has resulted in the deployment of renewable energy generators to reduce the impact of fossil…
Data-Driven Decision-Making for Buildings and Infrastructure

(Pacific Northwest National Laboratory) Current methods for product or material input-output inventory data often require significant time and effort from manufacturers to compile. Additionally, without…
End-Use Load Profiles for the U.S. Building Stock

(National Laboratory of the Rockies) The United States is embarking on an ambitious transition to a 100% clean energy economy by 2050, which will require…
Electricity and Gas IDS

(Pacific Northwest National Laboratory) This dataset includes the results of high-fidelity, hardware in the loop experimentation on simulated models of representative electric and natural gas…

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Battery & Energy Storage Data

Building, HVAC, & Data Center Operations Data

Energy-Water Nexus Data

Grid Operational Data

Grid Optimization Data

Grid Planning Data

Image, Thermal, & Sensor Data for Asset Inspection

Microgrid & Wildfire-Related Data

Oil, Gas, Methane, & Flaring Data

Seismic & Subsurface Data

Smart Community, IoT, Edge, & Human/Health Performance Data

Synthetic/Augmented Cybersecurity Datasets

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American Society of Heating, Refrigerating, and Air-Conditioning Engineers

American Electric Power

Argonne National Laboratory

Catalyst Cooperative

Drexel University

Duke University

Environmental Protection Agency

Flint Geothermal

Harvard University

Illinois State Geological Survey

Iowa Lakes Community College

Iowa State University

Lawrence Berkeley National Laboratory

Midwest Geological Sequestration Consortium

National Aeronautics and Space Administration

Nevada Bureau of Mines and Geology

National Institute of Standards and Technology

National Oceanic and Atmospheric Administration

National Laboratory of the Rockies

Ohio State University

Oak Ridge National Laboratory

Pacific Northwest National Laboratory

Sandia National Laboratories

Space Research Organisation Netherlands

Stanford University

Texas A&M University

University of Illinois at Urbana-Champaign

University of Central Florida

University of Connecticut

University of Michigan

University of Texas, Dallas

University of Utah

University of Wisconsin

U.S. Energy Information Administration

U.S. Department of Agriculture Forest Service

Washington State University