Artificial Bee Colony algorithm for optimal reactive power dispatch to improve voltage stability

K. Rayudu, G. Yesuratnam, A. Jayalaxmi
{"title":"Artificial Bee Colony algorithm for optimal reactive power dispatch to improve voltage stability","authors":"K. Rayudu, G. Yesuratnam, A. Jayalaxmi","doi":"10.1109/ICCPCT.2016.7530203","DOIUrl":null,"url":null,"abstract":"Several traditional and Artificial Intelligence techniques have been proposed for reactive power dispatch to improve voltage stability of the system. This paper presents Artificial Bee Colony (ABC) Algorithm approach for system parameters enhancement and optimal reactive power dispatch. The transformers tap changers, Generator exciters, switchable VAR sources/Static VAR compensators (SVC) are used as control variables for improvement of system parameters and voltage stability. The proposed methodology is based on the minimization of voltage deviations at all load buses. The developed ABC Algorithm is tested on an IEEE Equivalent practical Indian 24-bus system. The performance of ABC is compared with conventional Linear Programming (LP) method and results are presented for illustration purpose. The correctiveness of voltage stability is measured in terms of system parameters.","PeriodicalId":431894,"journal":{"name":"2016 International Conference on Circuit, Power and Computing Technologies (ICCPCT)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 International Conference on Circuit, Power and Computing Technologies (ICCPCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCPCT.2016.7530203","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12

Abstract

Several traditional and Artificial Intelligence techniques have been proposed for reactive power dispatch to improve voltage stability of the system. This paper presents Artificial Bee Colony (ABC) Algorithm approach for system parameters enhancement and optimal reactive power dispatch. The transformers tap changers, Generator exciters, switchable VAR sources/Static VAR compensators (SVC) are used as control variables for improvement of system parameters and voltage stability. The proposed methodology is based on the minimization of voltage deviations at all load buses. The developed ABC Algorithm is tested on an IEEE Equivalent practical Indian 24-bus system. The performance of ABC is compared with conventional Linear Programming (LP) method and results are presented for illustration purpose. The correctiveness of voltage stability is measured in terms of system parameters.
人工蜂群算法优化无功调度,提高电压稳定性
为了提高系统的电压稳定性,提出了几种传统的和人工智能的无功调度技术。提出了一种基于人工蜂群算法的系统参数增强和无功优化调度方法。利用变压器分接开关、发电机励磁器、可切换无功源/静态无功补偿器(SVC)作为控制变量,提高系统参数和电压稳定性。所提出的方法是基于在所有负载总线电压偏差的最小化。所开发的ABC算法在IEEE等效实用印度24总线系统上进行了测试。将ABC算法的性能与传统的线性规划(LP)方法进行了比较,并给出了结果以供说明。用系统参数来测量电压稳定性的正确性。
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