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Demand-Side Grid Model (dsgrid) Data from the Electrification Futures Project (EFS)
OwnerNational Renewable Energy Laboratory (NREL) - view all
Update frequencyunknown
Last updatedabout 1 year ago
Format
Overview

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 and through PyPI (pip install NREL-dsgrid-legacy-efs-api). The data format is HDF5. The API is written in Python. This initial dsgrid data set, whose description was originally published in 2018, covers electricity demand in the contiguous United States (CONUS) for the historical year of 2012. It is a proof-of-concept demonstrating the feasibility of reconciling bottom-up demand modeling results with top-down information about electricity demand to create a more detailed description than is possible with either type of data source on its own. The result is demand data that is more highly resolved along geographic, temporal, sectoral, and end-use dimensions as may be helpful for conducting electricity sector-wide "what-if" analysis of, e.g., energy efficiency, electrification, and/or demand flexibility. Although we conducted bottom-up versus top-down validation, the final residuals were significant, especially at higher geographic and temporal resolution. Please see the Executive Summary and/or Section 3 of the report to obtain an understanding of the data set limitations before deciding whether these data are suitable for any particular use case. New dsgrid datasets are under development. Please visit https://www.nrel.gov/analysis/dsgrid.html for the latest information which is also linked in the data resources.

Electrification Futures StudyPyPlanalysiscontiguous United Statesdatademanddemand flexibilitydemand sidedemand-sidedsgridelectricalelectricityelectricity demandelectrificationenergygridhigh-resolutionhistorial yearloadmodelmodeled datapowerprocessed datapythonvalidation
Additional Information
KeyValue
dcat_issued2018-07-08T06:00:00Z
dcat_modified2021-10-01T15:12:37Z
dcat_publisher_nameNational Renewable Energy Laboratory
guidhttps://data.openei.org/submissions/4130
ib1_trust_framework[]
language
Files
  • PDF
    The Demand-side Grid dsgrid Model Documentation
  • HTML
    dsgrid Homepage
  • HTML
    Electrification Futures Study Homepage
  • HTML
    Demand-Side Grid Model Data
  • HTML
    Demand-Side Grid Model EFS API
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