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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
0 Stars
Publicly accessible

Demand-Side Grid (dsgrid) TEMPO Light-Duty Vehicle Charging Profiles v2022

Simulated hourly electric vehicle charging profiles for light-duty household passenger vehicles in the contiguous United States, 2018-2050. Profiles are differentiated by scenario, county, household and vehicle types, and charging type. Data was produced in 2022 using the Transpor...

Yip, A. et al National Renewable Energy Laboratory

Aug 29, 2023
8 Resources
0 Stars
Curated

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

Commercial and Residential Hourly Load Profiles for all TMY3 Locations in the United States

Note: This dataset has been superseded by the dataset found at "End-Use Load Profiles for the U.S. Building Stock" (submission 4520; linked in the submission resources), which is a comprehensive and validated representation of hourly load profiles in the U.S. commercial and reside...

Ong, S. and Clark, N. National Renewable Energy Laboratory

Nov 25, 2014
22 Resources
0 Stars
Curated

Randomized Hourly Load Data for use with Taxonomy Distribution Feeders

This dataset was developed by NREL's distributed energy systems integration group as part of a study on high penetrations of distributed solar PV [1]. It consists of hourly load data in CSV format for use with the PNNL taxonomy of distribution feeders [2]. These feeders were deve...

Hoke, A. and Laboratory, N. National Renewable Energy Laboratory

Nov 25, 2014
1 Resources
1 Stars
In curation

North and South Dakota High Resolution 50m Wind Resource

Annual average wind resource potential for North and South Dakota at a 50 meter height in a GIS shapefile and links to US national wind resource information tools. This data set was produced and validated by NREL using their WRAM model.

Langle, N. and Lopez, A. National Renewable Energy Laboratory

Nov 25, 2014
4 Resources
0 Stars
Curated

NREL MOIS Data for NWEI Azura August 2015

NREL Modular Ocean Instrumentation System (MOIS) data files for the 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, ...

Nelson, E. National Renewable Energy Laboratory

May 23, 2016
17 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura September 2016

NREL Modular Ocean Instrumentation System (MOIS) data files for the 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, H...

Nelson, E. National Renewable Energy Laboratory

Oct 07, 2016
16 Resources
0 Stars
Publicly accessible

University of Miami Coupled Model (UMCM) for Hurricanes Ike and Sandy

The University of Miami Coupled Model (UMCM) is a coupled model that integrates atmospheric, wave, and ocean components to produce wind, wave, and current data. Atmospheric data is produced using the [Weather Research and Forecasting model](https://www.mmm.ucar.edu/weather-researc...

Phillipes, C. et al National Renewable Energy Laboratory

Sep 30, 2015
5 Resources
0 Stars
Curated

NREL MOIS Data for NWEI Azura July 2016

Nelson, E. National Renewable Energy Laboratory

Sep 25, 2016
18 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura July 2015

Nelson, E. National Renewable Energy Laboratory

May 23, 2016
15 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura September 2015

Nelson, E. National Renewable Energy Laboratory

May 24, 2016
15 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura October 2015

Nelson, E. National Renewable Energy Laboratory

May 24, 2016
15 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura June 2015

Nelson, E. National Renewable Energy Laboratory

May 18, 2016
15 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura November 2015

Nelson, E. National Renewable Energy Laboratory

May 25, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura December 2015

Nelson, E. National Renewable Energy Laboratory

May 27, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura January 2016

Nelson, E. National Renewable Energy Laboratory

May 27, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura February 2016

Nelson, E. National Renewable Energy Laboratory

May 31, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura March 2016

Nelson, E. National Renewable Energy Laboratory

May 31, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura April 2016

Nelson, E. National Renewable Energy Laboratory

May 31, 2016
15 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura August 2016

Nelson, E. National Renewable Energy Laboratory

Oct 03, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura June 2016

Nelson, E. National Renewable Energy Laboratory

Jun 30, 2016
16 Resources
0 Stars
Publicly accessible

Gearbox Fault Diagnosis Data

Gearbox Fault Diagnosis Data set include the vibration dataset recorded by using SpectraQuest’s Gearbox Fault Diagnostics Simulator. Dataset has been recorded with the help of 4 vibration sensors placed in four different direction. Data set has been recorded under variation of...

Pandya, Y. National Renewable Energy Laboratory

Jun 02, 2018
1 Resources
0 Stars
In curation

Description of the NSW Australia Electricity Network

Information about the New South Wales (NSW) electricity network is available. The information was taken from a line diagram of the NSW (Australia) Electricity network circa 2002 containing electrical bus and transmission line properties for use in load flow analysis. The results o...

Neale, D. and Management, M. National Renewable Energy Laboratory

Jan 01, 2002
1 Resources
0 Stars
In curation

MOIS Installation on NWEI Azura Half Scale WEC WETS Testing Documentation

This submission includes documentation on the Modular Ocean Instrumentation System (MOIS) installation on the Azura 1/2 scale wave energy converter at the Marine Station Kaneohe Bay (MCBH). Data from the deployment will be uploaded over the course of the test. The instrumentatio...

Nelson, E. National Renewable Energy Laboratory

May 30, 2015
7 Resources
0 Stars
Publicly accessible

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

Demand-Side Grid (dsgrid) TEMPO Light-Duty Vehicle Charging Profiles v2022

Wind Integration National Dataset (WIND) Toolkit

Commercial and Residential Hourly Load Profiles for all TMY3 Locations in the United States

Randomized Hourly Load Data for use with Taxonomy Distribution Feeders

North and South Dakota High Resolution 50m Wind Resource

NREL MOIS Data for NWEI Azura August 2015

NREL MOIS Data for NWEI Azura September 2016

University of Miami Coupled Model (UMCM) for Hurricanes Ike and Sandy

NREL MOIS Data for NWEI Azura July 2016

NREL MOIS Data for NWEI Azura July 2015

NREL MOIS Data for NWEI Azura September 2015

NREL MOIS Data for NWEI Azura October 2015

NREL MOIS Data for NWEI Azura June 2015

NREL MOIS Data for NWEI Azura November 2015

NREL MOIS Data for NWEI Azura December 2015

NREL MOIS Data for NWEI Azura January 2016

NREL MOIS Data for NWEI Azura February 2016

NREL MOIS Data for NWEI Azura March 2016

NREL MOIS Data for NWEI Azura April 2016

NREL MOIS Data for NWEI Azura August 2016

NREL MOIS Data for NWEI Azura June 2016

Gearbox Fault Diagnosis Data

Description of the NSW Australia Electricity Network

MOIS Installation on NWEI Azura Half Scale WEC WETS Testing Documentation