RAIICE Cycle 3 Energy Lifecycle Dataset Catalog

Mapping of NIST Cybersecurity Framework Subcategories to Threat Scenarios from the National Electric Sector Cybersecurity Organization Resource (NESCOR) Electric Sector Failure Scenarios and Impact Analyses-Version 3.0

(National Institute of Standards and Technology) This document identifies the NIST Cybersecurity Framework Subcategories that map closely to the potential mitigations within Advanced Metering Infrastructure…
The Urban Energy-Water Nexus: Utility-Level Water Flows and Embedded Energy

(University of Illinois at Urbana-Champaign) There are limited open source data available for determining water production/treatment and required energy for cities across the United States.…
Mapping of NIST Cybersecurity Framework v 1.1 to NERC CIP Reliability Standards

(National Institute of Standards and Technology) The spreadsheets in this data set map National Institute of Standards and Technology (NIST) Cybersecurity Framework Subcategory outcomes to…
Generator Fleet Characteristics Model

(National Institute of Standards and Technology) This manuscript presents the Generator Fleet Characteristics Model (GFCM), a general purpose tool for the analysis of power system…
Life Cycle Assessment Models for Building Systems

(National Institute of Standards and Technology) This dataset is a set of life cycle assessment (LCA) models for select building systems and components that have…
Data tables for Annual Supplement to Handbook 135- 2025 Release

(National Institute of Standards and Technology) Data tables for the 2025 edition of energy price indices and discount factors for performing life-cycle cost analyses of…
Data and Code for Analysis presented in NIST TN 2137: Quantifying Operational Resilience Benefits of the Smart Grid

(National Institute of Standards and Technology) Automated systems for network protection, outage management, and restoration enable electric utilities to maintain service continuity through network reconfiguration.…
Data Sets for Evaluation of Building Fault Detection and Diagnostics Algorithms

(Lawrence Berkeley National Laboratory) This documentation and dataset can be used to test the performance of automated fault detection and diagnostics algorithms for buildings. The…

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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