Optimal coordination of over-current relays using differential evolution

S. Rodporn, D. Uthitsunthorn, T. Kulworawanichpong, R. Oonsivilai, A. Oonsivilai
{"title":"Optimal coordination of over-current relays using differential evolution","authors":"S. Rodporn, D. Uthitsunthorn, T. Kulworawanichpong, R. Oonsivilai, A. Oonsivilai","doi":"10.1109/ECTICON.2012.6254279","DOIUrl":null,"url":null,"abstract":"In this paper, the study of optimal coordination of directional over-current relays is proposed. The relay coordination problem is non-linear. It typically consists of two groups of control variables (Time Dial Setting: TDS and Plug Setting: PS). The objective function used is the operation time of the main relay in all considered fault cases. The differential evolution (DE) is employed to solve for solutions of optimal relay coordination. It is a stochastic model based on finding the answer from some random method. This algorithm was originally developed from Genetic Algorithm (GA), but the structure is simpler. A 9-bus test system was employed as the test system. The results showed that the DE can find the best solution for optimal relay coordination problems when comparing with those of GA and BFGS.","PeriodicalId":6319,"journal":{"name":"2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology","volume":"8 1","pages":"1-4"},"PeriodicalIF":0.0000,"publicationDate":"2012-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECTICON.2012.6254279","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10

Abstract

In this paper, the study of optimal coordination of directional over-current relays is proposed. The relay coordination problem is non-linear. It typically consists of two groups of control variables (Time Dial Setting: TDS and Plug Setting: PS). The objective function used is the operation time of the main relay in all considered fault cases. The differential evolution (DE) is employed to solve for solutions of optimal relay coordination. It is a stochastic model based on finding the answer from some random method. This algorithm was originally developed from Genetic Algorithm (GA), but the structure is simpler. A 9-bus test system was employed as the test system. The results showed that the DE can find the best solution for optimal relay coordination problems when comparing with those of GA and BFGS.
差动演化过流继电器的优化协调
本文对定向过流继电器的优化协调问题进行了研究。继电器协调问题是非线性的。它通常由两组控制变量组成(时间拨号设置:TDS和插头设置:PS)。所使用的目标函数是在所有考虑的故障情况下主继电器的运行时间。采用差分进化方法求解继电器最优协调问题。它是一种基于随机方法寻找答案的随机模型。该算法最初是在遗传算法(GA)的基础上发展而来的,但结构更简单。采用9总线测试系统作为测试系统。结果表明,与遗传算法和BFGS算法相比,遗传算法能够找到最优中继协调问题的最优解。
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