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Modeled Electricity Demand Profiles for Electric Airport Ground Support Equipment in the United States

Electric airport ground support equipment (eGSE) hourly annual (8760) load datasets for the top 50 U.S. airports (by enplanements), as described in Liu et al. (2025).Please cite as:Liu, Bo, Kevin Robby, Jayaraj Rane, Adway Das, Kara Podkaminer, and Brennan Borlaug. 2025. Initial E...

Liu. . et al National Renewable Energy Laboratory

Jan 17, 2025
3 Resources
0 Stars
Publicly accessible

Dataset for Evaluating the Impact of Wildfire Smoke on Solar Photovoltaic Production

This dataset was used to support machine learning model development for wildfire impacts on utility-scale solar in the United States. The dataset includes information regarding energy generation, PM2.5, clearness index, temperature, wind speed, precipitation, and site size.

Gilletly, S. et al Sandia National Laboratories

May 15, 2023
3 Resources
0 Stars
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HERO WEC Belt Test Data

The following submission includes raw and processed data from the 2024 Hydraulic and Electric Reverse Osmosis Wave Energy Converter (HERO WEC) belt tests conducted using NREL's Large Amplitude Motion Platform (LAMP). A description of the motion profiles run during testing can be f...

Jenne, S. et al National Renewable Energy Laboratory

Sep 01, 2024
7 Resources
0 Stars
Publicly accessible

ARPA-E Grid Optimization (GO) Competition Challenge 3

Synthetic Input Data and Team Results for the GO Competition Challenge 3 for Events 1 4 and the Sandbox, along with problem and format descriptions and code to validate data and solutions, are available here. Data for industry scenarios will not be made public. The Grid Optimizat...

Elbert, S. et al Pacific Northwest National Laboratory

May 02, 2024
39 Resources
1 Stars
Publicly accessible

FERC Form 1 Electric Utility Cost, Energy Sales, Peak Demand, and Customer Count Data 1994-2019

This spreadsheet contains information reported by over 200 investor-owned utilities to the Federal Energy Regulatory Commission in the annual filing FERC Form 1 for the years 1994-2019. It contains 1) annual capital costs for new transmission, distribution, and administrative infr...

Fares, R. and King, C. National Renewable Energy Laboratory

Jan 04, 2017
2 Resources
0 Stars
Publicly accessible

SmartGrid.gov Quarterly Data Summaries

This dataset represents a historical repository of all the numerical data from the smartgrid.gov website condensed into spreadsheets to enable analysis of the data. Below are a couple of things worth noting: * The data visible on the smartgrid.gov website is dynamic. As new d...

Lewis, J. and SmartGrid.gov, . National Renewable Energy Laboratory

Nov 25, 2014
6 Resources
0 Stars
In curation

Workplace Charging Data

A data set gathered and maintained by NREL that tracks over 300 vehicles during the course of a 4-year period and how they behave in a workplace charging capacity. The data is further enriched by examining the effect of free charging versus paid charging. There is also a distincti...

Neuman. . et al National Renewable Energy Laboratory

Jan 04, 2022
2 Resources
0 Stars
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Development of Integrated Screening, Cultivar Optimization, and Verification Research (DISCOVR)

The objective of the DISCOVR consortia is to develop an integrated algae strain screening platform for the discovery of high-productivity and resilient strains of algae that can be cultivated outdoors year-round via crop rotation. The data includes annual weather data, algae culti...

Knoshaug, E. National Renewable Energy Laboratory (NREL)

Sep 01, 2016
12 Resources
0 Stars
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Wind Integration National Dataset (WIND) Toolkit

Wind resource data for North America was produced using the Weather Research and Forecasting Model (WRF). The WRF model was initialized with the European Centre for Medium Range Weather Forecasts Interim Reanalysis (ERA-Interm) data set with an initial grid spacing of 54 km. Thre...

Maclaurin, G. et al National Renewable Energy Laboratory

Sep 26, 2014
6 Resources
1 Stars
Publicly accessible

Long-Run Marginal Emission Rates for Electricity Workbooks for 2023 Cambium Data

These workbooks contain modeled estimates of long-run marginal emission rates (LRMER) for the contiguous United States' electric sector. A LRMER is an estimate of the rate of emissions that would be either induced or avoided by a change in electric demand, taking into account how ...

GagnonNational Renewable Energy Laboratory

Feb 15, 2024
2 Resources
0 Stars
Publicly accessible

NWEI Azura February 2018 Data

Data files for the NWEI Azura grid-connected deployment at the 30-meter berth of the US Navys Wave Energy Test Site (WETS 30m Site) at the Kaneohe Marine Corps Base Hawaii (MCBH) on the windward (northeast) coast of the island of Oahu, HI. See general documentation describing spe...

Lettenmaier, T. Northwest Energy Innovations

May 11, 2018
5 Resources
0 Stars
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Wind for Schools Wind Turbine Data

This dataset is a series of wind turbine data collected for the Wind for Schools project. The U.S. Department of Energy funded the Wind for Schools project, which helped develop a future wind energy workforce by encouraging students at higher education institutions to join Wind Ap...

Summerville, B. et al National Renewable Energy Laboratory (NREL)

Jan 01, 2012
4 Resources
0 Stars
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NWEI Azura July 2015 Data

Data files for the NWEI Azura grid-connected deployment at the 30-meter berth of the US Navy's Wave Energy Test Site (WETS 30m Site) at the Kaneohe Marine Corps Base Hawaii (MCBH) on the windward (northeast) coast of the island of Oahu, HI. See general documentation describing sp...

Lettenmaier, T. Northwest Energy Innovations

Dec 14, 2015
8 Resources
0 Stars
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NWEI Azura March 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Mar 31, 2016
8 Resources
0 Stars
Publicly accessible

NWEI Azura May 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Jun 07, 2016
8 Resources
0 Stars
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LandRAY PTO Testing Utilizing the NREL NWTC 5MW Dynamometer

The overarching project objective is to demonstrate the feasibility of using an innovative PowerTake-Off (PTO) Module in Columbia Power's utility-scale wave energy converter (WEC). The PTO Module uniquely combines a large-diameter, direct-drive, rotary permanent magnet generator; ...

Lenee-Bluhm, P. and Rhinefrank, K. Columbia Power Technologies, Inc.

Jun 13, 2016
3 Resources
0 Stars
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NWEI Azura June 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Aug 31, 2016
8 Resources
0 Stars
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NWEI Azura November 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Dec 07, 2016
8 Resources
0 Stars
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NWEI Azura August 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Oct 14, 2016
8 Resources
0 Stars
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NWEI Azura September 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Oct 15, 2016
8 Resources
0 Stars
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Draft Buildings Technology Baseline

The Buildings Technology Baseline is a curated and regularly updated dataset of current and projected performance, retail, and installed price data for all major building energy technologies needed to enable cost/benefit analyses. Building technology analyses require an up-to-date...

Moore, N. and Wilson, E. National Renewable Energy Lab NREL

Sep 30, 2024
3 Resources
0 Stars
In progress

NWEI Azura Sept 2015 Data

Lettenmaier, T. Northwest Energy Innovations

Dec 14, 2015
8 Resources
0 Stars
Publicly accessible

NWEI Azura December 2015 Data

Data files for the NWEI Azura grid-connected deployment at the 30-meter berth of the US Navy's Wave Energy Test Site (WETS 30m Site) at the Kaneohe Marine Corps Base Hawai'i (MCBH) on the windward (northeast) coast of the island of O'ahu, HI. See general documentation describing ...

Lettenmaier, T. Northwest Energy Innovations

Feb 21, 2016
8 Resources
0 Stars
Publicly accessible

NWEI Azura February 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Mar 07, 2016
8 Resources
0 Stars
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NWEI Azura July 2016 Data

Lettenmaier, T. Northwest Energy Innovations

Aug 31, 2016
9 Resources
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Modeled Electricity Demand Profiles for Electric Airport Ground Support Equipment in the United States

Dataset for Evaluating the Impact of Wildfire Smoke on Solar Photovoltaic Production

HERO WEC Belt Test Data

ARPA-E Grid Optimization (GO) Competition Challenge 3

FERC Form 1 Electric Utility Cost, Energy Sales, Peak Demand, and Customer Count Data 1994-2019

SmartGrid.gov Quarterly Data Summaries

Workplace Charging Data

Development of Integrated Screening, Cultivar Optimization, and Verification Research (DISCOVR)

Wind Integration National Dataset (WIND) Toolkit

Long-Run Marginal Emission Rates for Electricity Workbooks for 2023 Cambium Data

NWEI Azura February 2018 Data

Wind for Schools Wind Turbine Data

NWEI Azura July 2015 Data

NWEI Azura March 2016 Data

NWEI Azura May 2016 Data

LandRAY PTO Testing Utilizing the NREL NWTC 5MW Dynamometer

NWEI Azura June 2016 Data

NWEI Azura November 2016 Data

NWEI Azura August 2016 Data

NWEI Azura September 2016 Data

Draft Buildings Technology Baseline

NWEI Azura Sept 2015 Data

NWEI Azura December 2015 Data

NWEI Azura February 2016 Data

NWEI Azura July 2016 Data