Integrated energy system planning study based on load prediction

The planning of integrated energy system is a very complex multi-objective, multi-constraint, nonlinear, random uncertain hybrid combination optimization problem, its planning and design process should consider not only the system capacity, energy exchange, energy storage, energy and other links bet...

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Main Authors: Yang Jialin, Li Zhen, Wang Nan, Zhao Pengxiang, Zhou Xichao, Cong Lin, Xue Lu, Wang Yongli
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/21/e3sconf_aeecs2021_01057.pdf
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spelling doaj-0a964f5bc5e7475bb77e6cc6d5f9386c2021-05-04T12:17:01ZengEDP SciencesE3S Web of Conferences2267-12422021-01-012450105710.1051/e3sconf/202124501057e3sconf_aeecs2021_01057Integrated energy system planning study based on load predictionYang Jialin0Li Zhen1Wang Nan2Zhao Pengxiang3Zhou Xichao4Cong Lin5Xue Lu6Wang Yongli7State Grid Integrated Energy Service Group Co., Ltd.State Grid Integrated Energy Service Group Co., Ltd.State Grid Integrated Energy Service Group Co., Ltd.State Grid Integrated Energy Service Group Co., Ltd.State Grid Integrated Energy Service Group Co., Ltd.State Grid Integrated Energy Service Group Co., Ltd.North China Electric Power UniversityNorth China Electric Power UniversityThe planning of integrated energy system is a very complex multi-objective, multi-constraint, nonlinear, random uncertain hybrid combination optimization problem, its planning and design process should consider not only the system capacity, energy exchange, energy storage, energy and other links between the interdependence, but also the interaction and mixing of cold, hot, electricity and other multi-energy flow, which is essentially a non-deterministic polynomial problem. Based on load prediction technology, combined with scene generation, multi-interconnected energy system modeling and other technologies, around the integrated energy system planning and design, consider the comprehensive evaluation of the whole life cycle, an optimal configuration of the integrated energy system is formed.https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/21/e3sconf_aeecs2021_01057.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Yang Jialin
Li Zhen
Wang Nan
Zhao Pengxiang
Zhou Xichao
Cong Lin
Xue Lu
Wang Yongli
spellingShingle Yang Jialin
Li Zhen
Wang Nan
Zhao Pengxiang
Zhou Xichao
Cong Lin
Xue Lu
Wang Yongli
Integrated energy system planning study based on load prediction
E3S Web of Conferences
author_facet Yang Jialin
Li Zhen
Wang Nan
Zhao Pengxiang
Zhou Xichao
Cong Lin
Xue Lu
Wang Yongli
author_sort Yang Jialin
title Integrated energy system planning study based on load prediction
title_short Integrated energy system planning study based on load prediction
title_full Integrated energy system planning study based on load prediction
title_fullStr Integrated energy system planning study based on load prediction
title_full_unstemmed Integrated energy system planning study based on load prediction
title_sort integrated energy system planning study based on load prediction
publisher EDP Sciences
series E3S Web of Conferences
issn 2267-1242
publishDate 2021-01-01
description The planning of integrated energy system is a very complex multi-objective, multi-constraint, nonlinear, random uncertain hybrid combination optimization problem, its planning and design process should consider not only the system capacity, energy exchange, energy storage, energy and other links between the interdependence, but also the interaction and mixing of cold, hot, electricity and other multi-energy flow, which is essentially a non-deterministic polynomial problem. Based on load prediction technology, combined with scene generation, multi-interconnected energy system modeling and other technologies, around the integrated energy system planning and design, consider the comprehensive evaluation of the whole life cycle, an optimal configuration of the integrated energy system is formed.
url https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/21/e3sconf_aeecs2021_01057.pdf
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AT zhaopengxiang integratedenergysystemplanningstudybasedonloadprediction
AT zhouxichao integratedenergysystemplanningstudybasedonloadprediction
AT conglin integratedenergysystemplanningstudybasedonloadprediction
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AT wangyongli integratedenergysystemplanningstudybasedonloadprediction
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