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Economic Operation of the Regional Integrated Energy System Based on Particle Swarm Optimization

Aiming at the problems of single planning technology and relatively few resource types in the process of regional comprehensive energy system planning at the current stage, this paper proposes a method based on the construction of regional comprehensive energy system planning and the operation model...

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Detalles Bibliográficos
Autores principales: Li, Sining, Chen, Kai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581625/
https://www.ncbi.nlm.nih.gov/pubmed/36275944
http://dx.doi.org/10.1155/2022/5055338
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author Li, Sining
Chen, Kai
author_facet Li, Sining
Chen, Kai
author_sort Li, Sining
collection PubMed
description Aiming at the problems of single planning technology and relatively few resource types in the process of regional comprehensive energy system planning at the current stage, this paper proposes a method based on the construction of regional comprehensive energy system planning and the operation model. Through the integration of the particle swarm optimization algorithm, this method can better realize the optimization and economic operation of the regional comprehensive energy system and build a system optimization mode based on two stages of planning and operation to pursue the optimal configuration of system equipment. Through the simulation algorithm, it is found that the solution time of the traditional basic particle swarm optimization algorithm is 10.49s, while the average solution time of the particle swarm optimization system proposed in this study is 7.93s; the efficiency is increased by 24.4%, and the system operation efficiency is significantly improved, providing theoretical and technical guidance for the economic operation of the regional comprehensive energy system.
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spelling pubmed-95816252022-10-20 Economic Operation of the Regional Integrated Energy System Based on Particle Swarm Optimization Li, Sining Chen, Kai Comput Intell Neurosci Research Article Aiming at the problems of single planning technology and relatively few resource types in the process of regional comprehensive energy system planning at the current stage, this paper proposes a method based on the construction of regional comprehensive energy system planning and the operation model. Through the integration of the particle swarm optimization algorithm, this method can better realize the optimization and economic operation of the regional comprehensive energy system and build a system optimization mode based on two stages of planning and operation to pursue the optimal configuration of system equipment. Through the simulation algorithm, it is found that the solution time of the traditional basic particle swarm optimization algorithm is 10.49s, while the average solution time of the particle swarm optimization system proposed in this study is 7.93s; the efficiency is increased by 24.4%, and the system operation efficiency is significantly improved, providing theoretical and technical guidance for the economic operation of the regional comprehensive energy system. Hindawi 2022-10-12 /pmc/articles/PMC9581625/ /pubmed/36275944 http://dx.doi.org/10.1155/2022/5055338 Text en Copyright © 2022 Sining Li and Kai Chen. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Li, Sining
Chen, Kai
Economic Operation of the Regional Integrated Energy System Based on Particle Swarm Optimization
title Economic Operation of the Regional Integrated Energy System Based on Particle Swarm Optimization
title_full Economic Operation of the Regional Integrated Energy System Based on Particle Swarm Optimization
title_fullStr Economic Operation of the Regional Integrated Energy System Based on Particle Swarm Optimization
title_full_unstemmed Economic Operation of the Regional Integrated Energy System Based on Particle Swarm Optimization
title_short Economic Operation of the Regional Integrated Energy System Based on Particle Swarm Optimization
title_sort economic operation of the regional integrated energy system based on particle swarm optimization
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581625/
https://www.ncbi.nlm.nih.gov/pubmed/36275944
http://dx.doi.org/10.1155/2022/5055338
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