CATS - California Test System
A geographically-accurate synthetic grid in California.
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Project Link: https://github.com/WISPO-POP/SyntheticCaliforniaGrid
Time-series data (load and renewable generation) link: https://tinyurl.com/SyntheticCaliforniaGridData
Description
This repository contains the data files the California Test System (CATS), which is a geographically-accurate, synthetic electric grid model that is located in California. This model was created using publicly available geographic data of California's actual transmission lines, substations, and power plants, which we combined with invented connections and parameters that are "realistic but not real". For more information about how this network model was created, please refer to our publication: California Test System (CATS): A Geographically Accurate Test System based on the California Grid.
The grid model is available in two formats. The MATPOWER file format is suitable for electric power system simulation and optimization. The geographic information systems (GIS) files, in .GEOJSON and .CSV formats, are suitable for geospatial analyses.
We also provide the load and renewable generation profiles that we used in the creation and evaluation of this grid. Since some of these data files exceed the size limit on GitHub, they are available in a Google Drive folder at this link: https://tinyurl.com/SyntheticCaliforniaGridData.
Usage
Clone the repository
git clone https://github.com/WISPO-POP/CATS-CaliforniaTestSystem.gitRun a DC optimal power flow using PowerModels.jl by executing the file run_opf.jl.
Recent Updates
The CATS was updated on November 11, 2023. All previous versions are available in the 'Archive' directory.
Citation
If you use this repository, please cite our publication:
@misc{CATS2022,
doi = {10.48550/ARXIV.2210.04351},
url = {https://arxiv.org/abs/2210.04351},
author = {Taylor, Sofia and Rangarajan, Aditya and Rhodes, Noah and Snodgrass, Jonathan and Lesieutre, Bernie and Roald, Line A.},
title = {California Test System (CATS): A Geographically Accurate Test System based on the California Grid},
publisher = {arXiv},
year = {2022},
copyright = {arXiv.org perpetual, non-exclusive license}
}
Acknowledgments
The California Test System was developed by researchers at the University of Wisconsin-Madison and Texas A&M University:
- Sofia Taylor*, UW Madison
- Aditya Rangarajan*, UW Madison
- Noah Rhodes, UW Madison
- Jonathan Snodgrass, Texas A&M
- Bernie Lesieutre, UW Madison
- Line A. Roald, UW Madison
* Indicates equal contribution.
This work is funded in part by the Power Systems Engineering Research Center (PSERC) through project S-91, the National Science Foundation (NSF) under Grant. No. ECCS-2045860, and the NSF Graduate Research Fellowship Program under Grant No. DGE-1747503.