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, it is critical to understand how and when energy is used. High quality end-use load profiles (EULPs) provide this information, and can help cities, states, and utilities understand the time-sensitive value of energy efficiency, demand response, and distributed energy resources. Publicly available EULPs have traditionally had limited application because of age and incomplete geographic representation. To help fill this gap, the U.S. Department of Energy (DOE) funded a three-year project, End-Use Load Profiles for the U.S. Building Stock, that culminated in this publicly available dataset of calibrated and validated 15-minute resolution load profiles for all major residential and commercial building types and end uses, across all climate regions in the United States. These EULPs were created by calibrating the ResStock and ComStock physics-based building stock models using many different measured datasets, as described in the "Technical Report Documenting Methodology" linked in the submission.
Resources
8 resources available
-
Web-Based Data Viewer for Commercial Load Profiles
HTML -
FAQ for End-Use Load Profiles Dataset
HTML -
Aggregate and Individual Building Timeseries End Use Load Profiles
HTML -
README.md
MD -
End-Use Load Profiles Data Registry on AWS
HTML -
Web-Based Data Viewer for Residential Load Profiles
HTML -
Website for End Use Load Profiles project
HTML -
Technical Report Documenting Methodology
PDF
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"019:20"
]
|
| contactPoint |
{
"fn": "NREL Load Profiles Project Team",
"@type": "vcard:Contact",
"hasEmail": "mailto:load.profiles@nlr.gov"
}
|
| dataQuality |
true
|
| description | 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, it is critical to understand how and when energy is used. High quality end-use load profiles (EULPs) provide this information, and can help cities, states, and utilities understand the time-sensitive value of energy efficiency, demand response, and distributed energy resources. Publicly available EULPs have traditionally had limited application because of age and incomplete geographic representation. To help fill this gap, the U.S. Department of Energy (DOE) funded a three-year project, End-Use Load Profiles for the U.S. Building Stock, that culminated in this publicly available dataset of calibrated and validated 15-minute resolution load profiles for all major residential and commercial building types and end uses, across all climate regions in the United States. These EULPs were created by calibrating the ResStock and ComStock physics-based building stock models using many different measured datasets, as described in the "Technical Report Documenting Methodology" linked in the submission. |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "Web-Based Data Viewer for Commercial Load Profiles",
"format": "HTML",
"accessURL": "https://comstock.nrel.gov/page/datasets",
"mediaType": "text/html",
"description": "This web-based data viewer allows you to explore the Commercial dataset. It is built on the same individual building load profiles provided in the End-Use Load Profiles dataset."
},
{
"@type": "dcat:Distribution",
"title": "FAQ for End-Use Load Profiles Dataset",
"format": "HTML",
"accessURL": "https://comstock.nrel.gov/page/faq",
"mediaType": "text/html",
"description": "Answers to frequently asked questions about the End-Use Load Profiles dataset and ComStock/ResStock data viewers. "
},
{
"@type": "dcat:Distribution",
"title": "Aggregate and Individual Building Timeseries End Use Load Profiles",
"format": "HTML",
"accessURL": "https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=nrel-pds-building-stock%2Fend-use-load-profiles-for-us-building-stock%2F",
"mediaType": "text/html",
"description": "Aggregate and individual building timeseries end use load profiles. See README.md file inside the dataset for data hierarchy, organization, etc."
},
{
"@type": "dcat:Distribution",
"title": "README.md",
"format": "md",
"accessURL": "https://oedi-data-lake.s3.amazonaws.com/nrel-pds-building-stock/end-use-load-profiles-for-us-building-stock/README.md",
"mediaType": "application/octet-stream",
"description": "This file describes the organization of the datasets."
},
{
"@type": "dcat:Distribution",
"title": "End-Use Load Profiles Data Registry on AWS",
"format": "HTML",
"accessURL": "https://registry.opendata.aws/nrel-pds-building-stock/",
"mediaType": "text/html",
"description": "AWS public dataset program registry page for data released as a part of the End-Use Load Profiles for the U.S. Building Stock project. The registry page contains information about dataset documentation, access, and contact, for each of the End-Use Load Profiles datasets."
},
{
"@type": "dcat:Distribution",
"title": "Web-Based Data Viewer for Residential Load Profiles",
"format": "HTML",
"accessURL": "https://resstock.nrel.gov/datasets",
"mediaType": "text/html",
"description": "This web-based data viewer allows you to explore the Residential dataset. It is built on the same individual building load profiles provided in the End-Use Load Profiles dataset."
},
{
"@type": "dcat:Distribution",
"title": "Website for End Use Load Profiles project",
"format": "html",
"accessURL": "https://www.nrel.gov/buildings/end-use-load-profiles.html",
"mediaType": "text/html",
"description": "Website with a detailed project description plus links to reports describing the methodology used to create the dataset."
},
{
"@type": "dcat:Distribution",
"title": "Technical Report Documenting Methodology",
"format": "pdf",
"accessURL": "https://www.nrel.gov/docs/fy22osti/80889.pdf",
"mediaType": "application/pdf",
"description": "Publication on the methodology and results of model calibration, validation, and uncertainty quantification for the End-Use Load Profiles study."
}
]
|
| DOI | 10.25984/1876417 |
| identifier | https://data.openei.org/submissions/4520 |
| issued | 2021-10-14T06:00:00Z |
| keyword |
[
"Building Stock",
"ComStock",
"EULP",
"End Use Load Profiles",
"ResStock",
"US Building Stock",
"building",
"building efficiency",
"building science",
"buildings",
"commercial",
"demand response",
"electricity",
"end use",
"energy",
"grid",
"grid flexibility",
"load",
"load profile",
"load profiles",
"load shape",
"models",
"natural gas",
"power",
"residential"
]
|
| landingPage | https://data.openei.org/submissions/4520 |
| license | https://creativecommons.org/licenses/by/4.0/ |
| modified | 2024-03-28T21:44:29Z |
| programCode |
[
"019:000",
"019:002"
]
|
| projectNumber | FY19 AOP 3.4.6.57 |
| projectTitle | End-Use Load Profiles for the U.S. Building Stock |
| publisher |
{
"name": "National Renewable Energy Laboratory (NREL)",
"@type": "org:Organization"
}
|
| spatial |
"{"type":"Polygon","coordinates":[[[-180,-83],[180,-83],[180,83],[-180,83],[-180,-83]]]}"
|
| title | End-Use Load Profiles for the U.S. Building Stock |
