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A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States
Efficient electricity market operations and cost-effective electricity generations are fundamental to a low-carbon energy future. The Western Electricity Coordinating Council (WECC) and Northeast Power Coordinating Council (NPCC) systems were built to provide efficient electrical grid simulation sol...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516854/ https://www.ncbi.nlm.nih.gov/pubmed/37736750 http://dx.doi.org/10.1038/s41597-023-02448-w |
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author | Zhang, Qiwei Li, Fangxing |
author_facet | Zhang, Qiwei Li, Fangxing |
author_sort | Zhang, Qiwei |
collection | PubMed |
description | Efficient electricity market operations and cost-effective electricity generations are fundamental to a low-carbon energy future. The Western Electricity Coordinating Council (WECC) and Northeast Power Coordinating Council (NPCC) systems were built to provide efficient electrical grid simulation solutions for their respective U.S. regions. Data reuse for electricity economic studies remains a challenge due to the lack of credible and realistic economic data. This paper delivers a comprehensive dataset containing generator aggregations, generator costs, transmission limits, load distributions, and electricity prices for the WECC and NPCC systems based on real-world grid operation data at year 2020, including power plant geographic locations, generation profiles, regional power flow interchanges, and load distributions in both regions. The electricity price from the developed dataset is simulated based on the other items in the dataset, and we show that the variation of the simulated electricity price reasonably aligns with the real-world electricity price in both the WECC and NPCC regions. Overall, the developed dataset is of interest for various electricity market and economic studies, such as the economic dispatch and locational marginal price (LMP) analysis. |
format | Online Article Text |
id | pubmed-10516854 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105168542023-09-24 A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States Zhang, Qiwei Li, Fangxing Sci Data Data Descriptor Efficient electricity market operations and cost-effective electricity generations are fundamental to a low-carbon energy future. The Western Electricity Coordinating Council (WECC) and Northeast Power Coordinating Council (NPCC) systems were built to provide efficient electrical grid simulation solutions for their respective U.S. regions. Data reuse for electricity economic studies remains a challenge due to the lack of credible and realistic economic data. This paper delivers a comprehensive dataset containing generator aggregations, generator costs, transmission limits, load distributions, and electricity prices for the WECC and NPCC systems based on real-world grid operation data at year 2020, including power plant geographic locations, generation profiles, regional power flow interchanges, and load distributions in both regions. The electricity price from the developed dataset is simulated based on the other items in the dataset, and we show that the variation of the simulated electricity price reasonably aligns with the real-world electricity price in both the WECC and NPCC regions. Overall, the developed dataset is of interest for various electricity market and economic studies, such as the economic dispatch and locational marginal price (LMP) analysis. Nature Publishing Group UK 2023-09-22 /pmc/articles/PMC10516854/ /pubmed/37736750 http://dx.doi.org/10.1038/s41597-023-02448-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Data Descriptor Zhang, Qiwei Li, Fangxing A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States |
title | A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States |
title_full | A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States |
title_fullStr | A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States |
title_full_unstemmed | A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States |
title_short | A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States |
title_sort | dataset for electricity market studies on western and northeastern power grids in the united states |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516854/ https://www.ncbi.nlm.nih.gov/pubmed/37736750 http://dx.doi.org/10.1038/s41597-023-02448-w |
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