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End-Use Load Profiles for the U.S. Building Stock

The United States is embarking on an ambitious transition to a 100% clean energy economy by 2050, which will require improving the flexibility of electric grids. One way to achieve grid flexibility is to shed or shift demand to align with changing grid needs. To facilitate this, i...

Wilson, E. et al National Renewable Energy Laboratory (NREL)

Oct 14, 2021
8 Resources
3 Stars
Publicly accessible

Demand-Side Grid (dsgrid) Building Load Profiles using ResStock and ComStock v2021

This dataset contains simulated hourly end use load profiles of the residential and commercial building sector in the contiguous United States for every other year from 2010 to 2050. Data were produced in 2021 using ResStock and ComStock, which are building stock energy models of ...

Liu, L. et al National Renewable Energy Lab (NREL)

Apr 12, 2021
9 Resources
1 Stars
Publicly accessible

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
1 Stars
Publicly accessible

ARPA-E PERFORM datasets

Time-coincident load, wind, and solar data including actual and probabilistic forecast datasets at 5-min resolution for ERCOT, MISO, NYISO, and SPP. Wind and solar profiles are supplied for existing sites as well as planned sites based on interconnection queue projects as of 2021....

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

Aug 18, 2022
3 Resources
2 Stars
Publicly accessible

PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy

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 incorporating stakeholder perspectives and advancing energy resilience for all Puerto Rican...

Sky, H. et al National Renewable Energy Laboratory (NREL)

Jul 01, 2022
17 Resources
1 Stars
Publicly accessible

NWEI AZURA Data for March 2018 Measured by MOIS (NREL)

Performance data (motion, power, mooring loads, position, heading, MOIS status) for the AZURA WEC operating at the Hawaii Wave Energy Test Site (WETS). Measured by Modular Ocean Instrumentation System (MOIS). These data are for the month of March 2018. Channel descriptions are in...

Driscoll, R. National Renewable Energy Laboratory

Sep 30, 2018
8 Resources
0 Stars
Publicly accessible

Wind and Structural Loads on Heliostats

Wind loading is a main contributor to structural design costs of Concentrating Solar Power (CSP) collectors, such as heliostats. These structures must resist the mechanical forces generated by turbulent wind. At the same time, the reflector surfaces must exhibit the necessary rigi...

Egerer, U. et al National Laboratory of the Rockies (NLR)

Dec 24, 2025
4 Resources
0 Stars
Publicly accessible

NWEI AZURA Data for April 2018 Measured by MOIS (NREL)

Driscoll, R. National Renewable Energy Laboratory

Sep 30, 2018
8 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
8 Resources
0 Stars
Publicly accessible

NWEI AZURA Data for February 2018 Measured by MOIS (NREL)

Driscoll, R. National Renewable Energy Laboratory

Sep 30, 2018
8 Resources
0 Stars
Publicly accessible

Wind and Structural Loads on Parabolic Trough Solar Collectors at Nevada Solar One

Wind loading is a main contributor to structural design costs of Concentrating Solar Power (CSP) collectors, such as heliostats and parabolic troughs. These structures must resist the mechanical forces generated by turbulent wind. At the same time, the reflector surfaces must exhi...

Egerer, U. et al National Renewable Energy Laboratory (NREL)

Oct 01, 2021
4 Resources
0 Stars
Publicly accessible

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
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura April 2016

Nelson, E. National Renewable Energy Laboratory

May 31, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura July 2016

Nelson, E. National Renewable Energy Laboratory

Sep 25, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura August 2016

Nelson, E. National Renewable Energy Laboratory

Oct 03, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura July 2015

Nelson, E. National Renewable Energy Laboratory

May 23, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura October 2015

Nelson, E. National Renewable Energy Laboratory

May 24, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura December 2015

Nelson, E. National Renewable Energy Laboratory

May 27, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura February 2016

Nelson, E. National Renewable Energy Laboratory

May 31, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura June 2015

Nelson, E. National Renewable Energy Laboratory

May 18, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura March 2016

Nelson, E. National Renewable Energy Laboratory

May 31, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura June 2016

Nelson, E. National Renewable Energy Laboratory

Jun 30, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura November 2015

Nelson, E. National Renewable Energy Laboratory

May 25, 2016
8 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura September 2015

Nelson, E. National Renewable Energy Laboratory

May 24, 2016
8 Resources
0 Stars
Publicly accessible

Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (EFS)

This data set contains the full-resolution and state-level data described in the linked technical report (https://www.nrel.gov/docs/fy18osti/71492.pdf). It can be accessed with the NREL-dsgrid-legacy-efs-api, available on GitHub at https://github.com/dsgrid/dsgrid-legacy-efs-api a...

Hale, E. et al National Renewable Energy Laboratory

Jul 08, 2018
6 Resources
1 Stars
Publicly accessible

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End-Use Load Profiles for the U.S. Building Stock

Demand-Side Grid (dsgrid) Building Load Profiles using ResStock and ComStock v2021

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

ARPA-E PERFORM datasets

PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy

NWEI AZURA Data for March 2018 Measured by MOIS (NREL)

Wind and Structural Loads on Heliostats

NWEI AZURA Data for April 2018 Measured by MOIS (NREL)

NREL MOIS Data for NWEI Azura September 2016

NWEI AZURA Data for February 2018 Measured by MOIS (NREL)

Wind and Structural Loads on Parabolic Trough Solar Collectors at Nevada Solar One

NREL MOIS Data for NWEI Azura August 2015

NREL MOIS Data for NWEI Azura April 2016

NREL MOIS Data for NWEI Azura July 2016

NREL MOIS Data for NWEI Azura August 2016

NREL MOIS Data for NWEI Azura July 2015

NREL MOIS Data for NWEI Azura October 2015

NREL MOIS Data for NWEI Azura December 2015

NREL MOIS Data for NWEI Azura February 2016

NREL MOIS Data for NWEI Azura June 2015

NREL MOIS Data for NWEI Azura March 2016

NREL MOIS Data for NWEI Azura June 2016

NREL MOIS Data for NWEI Azura November 2015

NREL MOIS Data for NWEI Azura September 2015

Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (EFS)