The Electrification Futures Insight project aims to provide the impact of electrification on the load shapes of residential, commercial, industrial, public, and transportation sectors across all U.S. states, for variable electrification adaptation rates for different end-uses, and variable full electrification target years that depend on state and federal policies.
Current EFInsight work is supporting the development of the North American Electrification Loadshape Forecasting tool which can be found here. The tool can also be run locally using marimo.
This tool currently performs loadshape forecasting for residential and commercial buildings using publicly available datasets. Building loadshapes are generated using NREL ResStock and ComStock data sets.
Coming soon.
To run the marimo notebook locally, you'll need to install the dependencies.
python3 -m venv .
. bin/activate
pip install -r requirements.txt
The app can be run with the simple command
marimo run app.py
For more information on editing a marimo notebook, please refer to the marimo documentation.
Please see the "Cite this repository" link on the landing page of this repository in the right sidebar for the citation in APA and BibTeX formats.
We want your help/feedback! If you would like to contribute, it is recommended to fork the repository and submit a pull request with your changes. Alternatively, you can submit an Issue with a detailed description of what you would like to report.