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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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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. |
format | Online Article Text |
id | pubmed-7815107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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