The multi-objective optimization of Distribution System management in deregulated electricity market

R. Tanaka, Shinya Sekizaki, I. Nishizaki, Tomohiro Hayashida
{"title":"The multi-objective optimization of Distribution System management in deregulated electricity market","authors":"R. Tanaka, Shinya Sekizaki, I. Nishizaki, Tomohiro Hayashida","doi":"10.1109/IWCIA.2015.7449482","DOIUrl":null,"url":null,"abstract":"In the electricity deregulation, the electricity consumption of consumers depending on the electricity prices will change because the electricity prices are expected to fluctuate according to the market conditions. Therefore, the fluctuation of the electricity consumption can cause difficulty of distribution system operation, e.g. minimizing the distribution line losses, improving the voltage profile, and so on. Previous studies show that Distribution System Reconfiguration (DSR) is effective to minimize distribution line losses and improve voltage profile on the distribution lines. However, the DSR problems in the literatures considering the electricity deregulation are not studied sufficiently. In this paper, we formulate a multi-objective optimization problem about the distribution system operation with DSR, and search for quasi-Pareto optimal solutions using Non-dominated Sorting Genetic Algorithm-II (NSGA-II).","PeriodicalId":298756,"journal":{"name":"2015 IEEE 8th International Workshop on Computational Intelligence and Applications (IWCIA)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE 8th International Workshop on Computational Intelligence and Applications (IWCIA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IWCIA.2015.7449482","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

In the electricity deregulation, the electricity consumption of consumers depending on the electricity prices will change because the electricity prices are expected to fluctuate according to the market conditions. Therefore, the fluctuation of the electricity consumption can cause difficulty of distribution system operation, e.g. minimizing the distribution line losses, improving the voltage profile, and so on. Previous studies show that Distribution System Reconfiguration (DSR) is effective to minimize distribution line losses and improve voltage profile on the distribution lines. However, the DSR problems in the literatures considering the electricity deregulation are not studied sufficiently. In this paper, we formulate a multi-objective optimization problem about the distribution system operation with DSR, and search for quasi-Pareto optimal solutions using Non-dominated Sorting Genetic Algorithm-II (NSGA-II).
电力市场放松管制下配电系统管理的多目标优化
在电力放松管制中,消费者的用电量取决于电价,因为预计电价会随着市场情况而波动。因此,用电量的波动会给配电系统的运行带来困难,如减小配电线路损耗、改善电压分布等。已有研究表明,配电系统重构(DSR)是降低配电线路损耗和改善配电线路电压分布的有效方法。然而,文献中考虑电力放松管制的DSR问题研究不够。本文建立了具有DSR的配电系统运行多目标优化问题,并利用非支配排序遗传算法(NSGA-II)寻找拟pareto最优解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信