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Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets
Demand response (DR) is rapidly gaining attention as a solution to enhance the grid reliability with deep renewable energy penetration. Although studies have demonstrated the benefits of DR in mitigating price volatility, there is limited work considering the choice of locations for DR for maximal i...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8816673/ https://www.ncbi.nlm.nih.gov/pubmed/35146381 http://dx.doi.org/10.1016/j.isci.2021.103723 |
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author | Lee, Kiyeob Geng, Xinbo Sivaranjani, S. Xia, Bainan Ming, Hao Shakkottai, Srinivas Xie, Le |
author_facet | Lee, Kiyeob Geng, Xinbo Sivaranjani, S. Xia, Bainan Ming, Hao Shakkottai, Srinivas Xie, Le |
author_sort | Lee, Kiyeob |
collection | PubMed |
description | Demand response (DR) is rapidly gaining attention as a solution to enhance the grid reliability with deep renewable energy penetration. Although studies have demonstrated the benefits of DR in mitigating price volatility, there is limited work considering the choice of locations for DR for maximal impact. We reveal that very small load reductions at a handful of targeted locations can lead to a significant decrease in price volatility and grid congestion levels based on a synthetic Texas grid model. We achieve this through exploiting the highly nonlinear nature of congestion dynamics and by strategically selecting DR locations. We demonstrate that we can similarly place energy storage to achieve an equivalent impact. Our findings suggest that targeted DR at specific locations, rather than across-the-board DR, can have substantial benefits to the grid. These findings can inform energy policy makers and grid operators how to target DR initiatives for improving grid reliability. |
format | Online Article Text |
id | pubmed-8816673 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-88166732022-02-09 Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets Lee, Kiyeob Geng, Xinbo Sivaranjani, S. Xia, Bainan Ming, Hao Shakkottai, Srinivas Xie, Le iScience Article Demand response (DR) is rapidly gaining attention as a solution to enhance the grid reliability with deep renewable energy penetration. Although studies have demonstrated the benefits of DR in mitigating price volatility, there is limited work considering the choice of locations for DR for maximal impact. We reveal that very small load reductions at a handful of targeted locations can lead to a significant decrease in price volatility and grid congestion levels based on a synthetic Texas grid model. We achieve this through exploiting the highly nonlinear nature of congestion dynamics and by strategically selecting DR locations. We demonstrate that we can similarly place energy storage to achieve an equivalent impact. Our findings suggest that targeted DR at specific locations, rather than across-the-board DR, can have substantial benefits to the grid. These findings can inform energy policy makers and grid operators how to target DR initiatives for improving grid reliability. Elsevier 2022-01-05 /pmc/articles/PMC8816673/ /pubmed/35146381 http://dx.doi.org/10.1016/j.isci.2021.103723 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Lee, Kiyeob Geng, Xinbo Sivaranjani, S. Xia, Bainan Ming, Hao Shakkottai, Srinivas Xie, Le Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets |
title | Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets |
title_full | Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets |
title_fullStr | Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets |
title_full_unstemmed | Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets |
title_short | Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets |
title_sort | targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic texas electricity markets |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8816673/ https://www.ncbi.nlm.nih.gov/pubmed/35146381 http://dx.doi.org/10.1016/j.isci.2021.103723 |
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