Post, November 13, 2025 • (National Oceanic and Atmospheric Administration) The NCEP-DOE Reanalysis 2 project is using a state-of-the-art analysis/forecast system to perform data assimilation using past data from 1979 through near present. A large subset of this data is available from PSL in its original 4 times daily format and as daily and monthly...
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Net Zero Energy Residential Test Facility Instrumented Data; Year 2
Post, September 29, 2026 • (National Institute of Standards and Technology) This dataset presents measurements from the NIST Net-Zero Energy Residential Test Facility (NZERTF) for a full year of operation. The NZERTF is a laboratory built in the form of a single-family house that serves as a testbed for technologies and operational strategies to achieve...
NH Ease-Grid Snow Cover
Post, November 13, 2025 • (National Oceanic and Atmospheric Administration) Derived from the Northern Hemisphere EASE-Grid Weekly Snow Cover and Sea Ice Extent which combines snow cover and sea ice extent at weekly intervals for October 1978 through August 1995, and snow cover only for January 1971 through October 1978. (Sea ice data was not...
NIST alloy data
Post, August 7, 2026 • (National Institute of Standards and Technology) The NIST Alloy data web application (https://trc.nist.gov/metals_data) provides access to thermophysical property data with a focus on unary, binary, and ternary metal systems. Link to Dataset NIST alloy dataDate last updated: July 29, 2022
NIST Chemistry WebBook
Post, August 7, 2026 • (National Institute of Standards and Technology) This site provides thermochemical, thermophysical, and ion energetics data compiled by NIST under the Standard Reference Data Program. Link to Dataset NIST Chemistry WebBookDate last updated: March, 2025
NIST Inorganic Crystal Structure Database (ICSD)
Post, August 7, 2026 • (National Institute of Standards and Technology) Materials discovery and development necessarily begins with the preparation and identification of product phase(s). Crystalline compounds can be identified by their characteristic diffraction patterns using X-rays, neutrons, and or electrons. An estimated 20,000 X-ray diffractometers and a comparable number of electron microscopes are used...
NIST-CSF-to-NERC-CIP-OLIR-Mapping Informative Reference Details
Post, September 29, 2026 • (National Institute of Standards and Technology) The purpose of this mapping is to provide the relationship between NIST Cybersecurity Framework (CSF) v1.1 and the NERC Critical Infrastructure Protection (CIP) Standards. Target Audience: The intended audience are NERC registered entities of the Energy Sector Critical Infrastructure, electric segment, seeking to enhance...
Nonstructural Component and System Testing Database (NIST/ATC-120)
Post, September 29, 2026 • (National Institute of Standards and Technology) This Nonstructural Component and System (NCS) Testing Database is referred to in the NIST report GCR 17-917-44, Seismic Analysis, Design, and Installation of Nonstructural Components and Systems - Background and Recommendations for Future Work. The database was developed for collecting the seismic response and...
NYSERDA New York Offshore Wind Supply Chain Dataset
Post, November 13, 2025 • (New York Open Data) The dataset contains contact and description information for local supply chain organizations, offshore wind developers, and original equipment manufacturers that provide goods and services to support New York State’s offshore wind industry. To request placement in this database, or to update your company’s information, please visit...
Oak Ridge Spoofing and Interference Test Battery (OAKBAT)- Pure Tones
Post, September 29, 2026 • (Oak Ridge National Laboratory) This dataset contains the pure 1.57542 GHz (L1) pure tone recordings provided to allow characterization of the recording equipment used to digitize the OAKBAT scenarios. The equipment includes the cable, two LNAs, and the software-defined radio. The files are binary data in the format described in...
Oil and Gas Infrastructure Mapping (OGIM) database
Post, September 29, 2026 • (MethaneSAT LLC; Environmental Defense Fund) The Oil and Gas Infrastructure Mapping (OGIM) database is a global, spatially explicit, and granular dataset of oil and gas infrastructure. It is developed by Environmental Defense Fund (EDF) (www.edf.org) and MethaneSAT, LLC (www.methanesat.org), a wholly owned subsidiary of EDF. The OGIM database helps fill a...
OpenFOAM simulations of filament fusion in embedded 3D printing
Post, August 7, 2026 • (National Institute of Standards and Technology) In embedded 3D printing, a nozzle is embedded into a support bath and extrudes filaments or droplets into the bath. However, moving the nozzle near an existing structure and writing new filaments can cause deformation and lack-of-fusion defects. Using OpenFOAM, we simulated what happens...
Oxnard Aerial USGS Imagery from the Distributed Solar Photovoltaic Array Location and Extent Data Set
Post, September 29, 2026 • (Duke University) This collection of USGS Orthoimagery data contains the .tif images files and associated .xml metadata files for the Oxnard, CA imagery data from the dataset: Bradbury, Kyle; Saboo, Raghav; Malof, Jordan; Johnson, Timothy; Devarajan, Arjun; Zhang, Wuming; Collins, Leslie; Newell, Richard: Distributed Solar Photovoltaic Array Location and Extent...
Photopolymer Additive Manufacturing 2025 Workshop Report: Building a Unified Vision from Research to Regulation
Post, August 7, 2026 • (National Institute of Standards and Technology) The third biannual Photopolymer Additive Manufacturing Alliance Workshop was held on September 15-16, 2025, at the University of Colorado Boulder to continue its mission of advancing photopolymer additive manufacturing (PAM). Building on the 2023 PAMA Workshop, the 2025 iteration brought together leaders from industry,...
Photovoltaic Data Acquisition (PVDAQ) Public Datasets
Post, September 29, 2026 • (National Laboratory of the Rockies) The NLR PVDAQ is a large-scale time-series database containing system metadata and performance data from a variety of experimental PV sites and commercial public PV sites. The datasets are used to perform on-going performance and degradation analysis. Some of the sets can exhibit common elements...
Photovoltaic Module Current-Voltage and Electroluminescence Image Data (PV-IV-EL)
Post, November 13, 2025 • (Sandia National Laboratories) This dataset consists of 613 sets of corresponding current-voltage trace (IV) flash test data and electroluminescence (EL) image data for commercial PV modules from the Photovoltaic Systems Evaluation Laboratory at Sandia National Laboratories. PV modules are from fielded systems in Albuquerque, New Mexico, USA. Measurements of corresponding...
Power plant analysis results by county
Post, November 13, 2025 • (Sandia National Laboratories) Raw data in excel format to be submitted as supplemental material as part of a journal article submission titled "Distributional Health Impacts of Replacing Power-Plants with Energy Storage and PV" These data include a list of counties in the continental U.S., the number percent of people that...
Power plant analysis results by facility
Post, November 13, 2025 • (Sandia National Laboratories) Raw data in excel format to be submitted as supplemental material as part of a journal article submission titled "Distributional Health Impacts of Replacing Power-Plants with Energy Storage and PV" These data include a list of powerplants in the continental U.S., how much air pollution they produced...
Power-plant replacement results
Post, November 13, 2025 • (Sandia National Laboratories) Raw data in excel format to be submitted as supplemental material as part of a journal article submission titled "Distributional Health Impacts of Replacing Power-Plants with Energy Storage and PV" These data include a list of powerplants in the continental U.S., how expensive each would be to...
Power, voltage, frequency and temperature dataset from Mesa del Sol microgrid
Post, August 7, 2026 • (University of New Mexico) This paper presents a dataset of power data collected from Mesa Del Sol microgrid located in Albuquerque, New Mexico. The dataset includes measurements of voltage, current, power, and energy for microgrid's components. This dataset contains 18 features and was collected over the past 13 months. Link...
PowerBench Dataset – Part 2: Cyber Attacks on PVs and Sensors
Post, September 29, 2026 • (University of Texas at Dallas) This dataset is part of the PowerBench benchmark suite designed to support machine learning research in resilient and secure power distribution networks. It includes two out of the three types of cyberattacks modeled on IEEE 34-bus, 123-bus, and 8500-node test feeders: Sensor Attacks and PV Attack. Sensor...
PowerBench Dataset – Part 3: Cyber Attacks on EVCS
Post, September 29, 2026 • (University of Texas at Dallas) This dataset is part of the PowerBench benchmark suite designed to support machine learning research in resilient and secure power distribution networks. It includes one out of the three types of cyberattacks modeled on IEEE 34-bus, 123-bus, and 8500-node test feeders: EVCS Attacks. It includes adversarial manipulation...
PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy
Post, September 29, 2026 • (National Laboratory of the Rockies, Sandia National Laboratories, Argonne National Laboratory, Pacific Northwest National Laboratory, Lawrence Berkeley National Laboratory, Oak Ridge National Laboratory) The Puerto Rico Grid Resilience and Transitions to 100% Renewable Energy Study (PR100) comprehensively analyzes possible pathways for Puerto Rico to achieve its renewable energy goals while...
Prediction of microstructure formation in laser powder bed fusion process
Post, August 7, 2026 • (Oak Ridge National Laboratory) The datasets are results analyzing the predicted microstructures in a single track during the laser powder bed fusion additive manufacturing process. They are the outputs by running the opensource code, muMatScale (The code can be cited at: Yuan, Lang, Fattebert, Jean-Luc, and Sabau, Adrian. (2023, August...
Process Monitoring Dataset from the Additive Manufacturing Metrology Testbed (AMMT): Overhang Part X4
Post, August 7, 2026 • (National Institute of Standards and Technology) This dataset includes files from the experiment titled 'OverhangPartX4' pertaining to a three-dimensional (3D) additive manufacturing (AM) build performed on the Additive Manufacturing Metrology Testbed (AMMT) by Ho Yeung and Brandon Lane on June 28, 2019. The files include the input command files, materials...
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