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Multi-energy conversion based on game theory in the industrial interconnection

The multi-energy conversion system (MCS) plays an important role in improving the utilization of energy resources and realizing the energy transition. With the application of the new generation of information technologies, the new MCS can realize real-time information interaction, multi-energy colla...

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Detalles Bibliográficos
Autores principales: He, Jianjia, Wu, Xiumeng, Li, Junxiang, He, Shengxue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7815107/
https://www.ncbi.nlm.nih.gov/pubmed/33465129
http://dx.doi.org/10.1371/journal.pone.0245622
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author He, Jianjia
Wu, Xiumeng
Li, Junxiang
He, Shengxue
author_facet He, Jianjia
Wu, Xiumeng
Li, Junxiang
He, Shengxue
author_sort He, Jianjia
collection PubMed
description The multi-energy conversion system (MCS) plays an important role in improving the utilization of energy resources and realizing the energy transition. With the application of the new generation of information technologies, the new MCS can realize real-time information interaction, multi-energy collaboration, and real-time demand response, in which energy suppliers can intelligently motivate consumers' energy use behavior. In this paper, an MCS coupled with a cloud platform is proposed to address information explosion and data security issues. Due to the development of Internet technology, the increasing energy data, and the serious energy coupling, it is difficult for traditional optimization methods to deal with the interaction between participants of the MCS. Therefore, the non-cooperative game is used to formulate the interactions between participants with the aim of maximizing the energy suppliers' profit and minimizing the customers' cost. It is proved that the game model is an ordinary game with one Nash equilibrium. The simulation was performed with a gradient projection algorithm and the results show that the proposed MCS improves energy utilization efficiency through energy conversion while ensuring consumer satisfaction, and benefits both the customers and suppliers by reducing the energy consumption cost and the peak load demand, which effectively improve the supply quality and enrich the energy consumption patterns.
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spelling pubmed-78151072021-01-27 Multi-energy conversion based on game theory in the industrial interconnection He, Jianjia Wu, Xiumeng Li, Junxiang He, Shengxue PLoS One Research Article The multi-energy conversion system (MCS) plays an important role in improving the utilization of energy resources and realizing the energy transition. With the application of the new generation of information technologies, the new MCS can realize real-time information interaction, multi-energy collaboration, and real-time demand response, in which energy suppliers can intelligently motivate consumers' energy use behavior. In this paper, an MCS coupled with a cloud platform is proposed to address information explosion and data security issues. Due to the development of Internet technology, the increasing energy data, and the serious energy coupling, it is difficult for traditional optimization methods to deal with the interaction between participants of the MCS. Therefore, the non-cooperative game is used to formulate the interactions between participants with the aim of maximizing the energy suppliers' profit and minimizing the customers' cost. It is proved that the game model is an ordinary game with one Nash equilibrium. The simulation was performed with a gradient projection algorithm and the results show that the proposed MCS improves energy utilization efficiency through energy conversion while ensuring consumer satisfaction, and benefits both the customers and suppliers by reducing the energy consumption cost and the peak load demand, which effectively improve the supply quality and enrich the energy consumption patterns. Public Library of Science 2021-01-19 /pmc/articles/PMC7815107/ /pubmed/33465129 http://dx.doi.org/10.1371/journal.pone.0245622 Text en © 2021 He et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
He, Jianjia
Wu, Xiumeng
Li, Junxiang
He, Shengxue
Multi-energy conversion based on game theory in the industrial interconnection
title Multi-energy conversion based on game theory in the industrial interconnection
title_full Multi-energy conversion based on game theory in the industrial interconnection
title_fullStr Multi-energy conversion based on game theory in the industrial interconnection
title_full_unstemmed Multi-energy conversion based on game theory in the industrial interconnection
title_short Multi-energy conversion based on game theory in the industrial interconnection
title_sort multi-energy conversion based on game theory in the industrial interconnection
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7815107/
https://www.ncbi.nlm.nih.gov/pubmed/33465129
http://dx.doi.org/10.1371/journal.pone.0245622
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