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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

AlphaBuilding Synthetic Buildings Operation Dataset

This is a synthetic building operation dataset which includes HVAC, lighting, miscellaneous electric loads (MELs) system operating conditions, occupant counts, environmental parameters, end-use and whole-building energy consumptions at 10-minute intervals. The data is created with...

Li, H. et al Lawrence Berkeley National Laboratory

Dec 21, 2020
5 Resources
0 Stars
Publicly accessible

SMART-DS Synthetic Electrical Network Data OpenDSS Models for SFO, GSO, and AUS

The SMART-DS datasets (Synthetic Models for Advanced, Realistic Testing: Distribution systems and Scenarios) are realistic large-scale U.S. electrical distribution models for testing advanced grid algorithms and technology analysis. This document provides a user guide for the data...

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

Dec 18, 2020
5 Resources
1 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
9 Resources
0 Stars
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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

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

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
18 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
17 Resources
0 Stars
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NREL MOIS Data for NWEI Azura July 2016

Nelson, E. National Renewable Energy Laboratory

Sep 25, 2016
19 Resources
0 Stars
Publicly accessible

Sample IEEE123 Bus system for OEDI SI

Time series load and PV data from an IEEE123 bus system. An example electrical system, named the OEDI SI feeder, is used to test the workflow in a co-simulation. The system used is the IEEE123 test system, which is a well studied test system (see link below to IEEE PES Test Feeder...

Elgindy, T. and Balasubramaniam, K. National Renewable Energy Laboratory

Sep 01, 2022
4 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura September 2015

Nelson, E. National Renewable Energy Laboratory

May 24, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura April 2016

Nelson, E. National Renewable Energy Laboratory

May 31, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura July 2015

Nelson, E. National Renewable Energy Laboratory

May 23, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura October 2015

Nelson, E. National Renewable Energy Laboratory

May 24, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura November 2015

Nelson, E. National Renewable Energy Laboratory

May 25, 2016
17 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura December 2015

Nelson, E. National Renewable Energy Laboratory

May 27, 2016
17 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura January 2016

Nelson, E. National Renewable Energy Laboratory

May 27, 2016
17 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura February 2016

Nelson, E. National Renewable Energy Laboratory

May 31, 2016
17 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura June 2015

Nelson, E. National Renewable Energy Laboratory

May 18, 2016
16 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura March 2016

Nelson, E. National Renewable Energy Laboratory

May 31, 2016
17 Resources
0 Stars
Publicly accessible

NREL MOIS Data for NWEI Azura June 2016

Nelson, E. National Renewable Energy Laboratory

Jun 30, 2016
17 Resources
0 Stars
Publicly accessible

Imperial Valley Dark Fiber Project Continuous DAS Data

The Imperial Valley Dark Fiber Project acquired Distributed Acoustic Sensing (DAS) seismic data on a ~28 km segment of dark fiber between the cities of Calipatria and Imperial in the Imperial Valley, Southern California. Dark fiber refers to unused optical fiber cables in telecomm...

Ajo-Franklin, J. et al Lawrence Berkeley National Laboratory

Nov 10, 2020
4 Resources
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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

AlphaBuilding Synthetic Buildings Operation Dataset

SMART-DS Synthetic Electrical Network Data OpenDSS Models for SFO, GSO, and AUS

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

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

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

NREL MOIS Data for NWEI Azura August 2015

NREL MOIS Data for NWEI Azura September 2016

NREL MOIS Data for NWEI Azura July 2016

Sample IEEE123 Bus system for OEDI SI

NREL MOIS Data for NWEI Azura September 2015

NREL MOIS Data for NWEI Azura April 2016

NREL MOIS Data for NWEI Azura July 2015

NREL MOIS Data for NWEI Azura October 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 June 2015

NREL MOIS Data for NWEI Azura March 2016

NREL MOIS Data for NWEI Azura June 2016

Imperial Valley Dark Fiber Project Continuous DAS Data