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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...

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Autores principales: Lee, Kiyeob, Geng, Xinbo, Sivaranjani, S., Xia, Bainan, Ming, Hao, Shakkottai, Srinivas, Xie, Le
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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.
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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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