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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
5 Resources
Publicly accessible

BuildingsBench: A 900K Building Pretraining Dataset and Evaluation Framework for Short-Term Load Forecasting

BuildingsBench is a framework for studying short-term load forecasting with large-scale generalist machine learning models. It consists of two parts. First, we introduce a synthetic pretraining dataset, Buildings-1M. Buildings-1M was created for pretraining models on the task ...
Emami, P. and Graf, P. National Renewable Energy Laboratory
Dec 31, 2018
10 Resources
In curation