Application of improved genetic algorithm in multiobjective distribution network planning by considering reliability evaluation

Cheng-dong Cao, Xian-rong Chang
{"title":"Application of improved genetic algorithm in multiobjective distribution network planning by considering reliability evaluation","authors":"Cheng-dong Cao, Xian-rong Chang","doi":"10.1109/AIMSEC.2011.6010077","DOIUrl":null,"url":null,"abstract":"With the development of national economy and the improving people's living standards, the supply capacity of distribution network, power quality and reliability requirements are increasing, the power company is facing many new challenges, one important issue is how to improve the quality and reliability of power supply at the same time, as much as possible to reduce operating, maintenance and construction costs, and achieved the unity of the reliability and economy. Therefore, how to balance the multi-object optimization problem in distribution network planning has become an urgent problem. The distribution network reliability evaluation model is introduced in this paper. By random sampling of fault incidents to get the original system status data, calculation the powerflow of fault state to form the reliability index, set the reliability index and the network losses as the economic index to reconstruct the distribution network, thus improving the original operation performance of network and fault recovery ability.","PeriodicalId":214011,"journal":{"name":"2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC)","volume":"120 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIMSEC.2011.6010077","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

With the development of national economy and the improving people's living standards, the supply capacity of distribution network, power quality and reliability requirements are increasing, the power company is facing many new challenges, one important issue is how to improve the quality and reliability of power supply at the same time, as much as possible to reduce operating, maintenance and construction costs, and achieved the unity of the reliability and economy. Therefore, how to balance the multi-object optimization problem in distribution network planning has become an urgent problem. The distribution network reliability evaluation model is introduced in this paper. By random sampling of fault incidents to get the original system status data, calculation the powerflow of fault state to form the reliability index, set the reliability index and the network losses as the economic index to reconstruct the distribution network, thus improving the original operation performance of network and fault recovery ability.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
改进遗传算法在考虑可靠性评估的配电网多目标规划中的应用
随着国民经济的发展和人民生活水平的提高,对配电网的供电能力、电能质量和可靠性的要求越来越高,电力公司面临着许多新的挑战,其中一个重要问题就是如何在提高供电质量和可靠性的同时,尽可能地降低运行、维护和建设成本,实现可靠性和经济性的统一。因此,如何平衡配电网规划中的多目标优化问题已成为一个迫切需要解决的问题。介绍了配电网可靠性评估模型。通过对故障事件的随机抽样得到原始系统状态数据,计算故障状态下的功率流形成可靠性指标,并以可靠性指标和网损作为经济指标对配电网进行重构,从而提高配电网的原始运行性能和故障恢复能力。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
The impact of network competence on service innovation performance under low trust level Analyses of constructing tourism leisure belt around Xingtai city Confidence interval-based important-performance analysis for determining critical service attributes Measures to enhance the hospital patient satisfaction based on perceived service quality An expert system for coal roof management information system design and research
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1