基于DLF算法的配电网DG和并联电容器最优定位和容量大小的PSO和ABC算法比较研究

Ayan Kumar Tudu, Amrita Bhaumik
{"title":"基于DLF算法的配电网DG和并联电容器最优定位和容量大小的PSO和ABC算法比较研究","authors":"Ayan Kumar Tudu, Amrita Bhaumik","doi":"10.1109/ICCMC.2018.8487996","DOIUrl":null,"url":null,"abstract":"Placement and size optimization of Distributed Generation (DG) and shunt capacitors in a radial distribution networkhelps in minimizing system power loss and maintain appropriate system voltage .Of the numerous optimization methods available in the literature Particle Swarm Optimization (PSO) and Artificial Bee Colony (ABC) algorithms are quite popular. An attempt has been made in this paper to compare the effectiveness of these two methods with the help of DLF algorithm to optimally place and size the DG and shunt capacitors in a radial distribution network. The required system data has been taken from the standard IEEE 69 bus radial distribution system. All computations were performed in MATLAB package.","PeriodicalId":6604,"journal":{"name":"2018 Second International Conference on Computing Methodologies and Communication (ICCMC)","volume":"32 1","pages":"276-280"},"PeriodicalIF":0.0000,"publicationDate":"2018-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A comparative approach of PSO and ABC algorithm for optimal positioning and capacity sizing of DG and Shunt Capacitor in a Distribution network using DLF algorithm\",\"authors\":\"Ayan Kumar Tudu, Amrita Bhaumik\",\"doi\":\"10.1109/ICCMC.2018.8487996\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Placement and size optimization of Distributed Generation (DG) and shunt capacitors in a radial distribution networkhelps in minimizing system power loss and maintain appropriate system voltage .Of the numerous optimization methods available in the literature Particle Swarm Optimization (PSO) and Artificial Bee Colony (ABC) algorithms are quite popular. An attempt has been made in this paper to compare the effectiveness of these two methods with the help of DLF algorithm to optimally place and size the DG and shunt capacitors in a radial distribution network. The required system data has been taken from the standard IEEE 69 bus radial distribution system. All computations were performed in MATLAB package.\",\"PeriodicalId\":6604,\"journal\":{\"name\":\"2018 Second International Conference on Computing Methodologies and Communication (ICCMC)\",\"volume\":\"32 1\",\"pages\":\"276-280\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 Second International Conference on Computing Methodologies and Communication (ICCMC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCMC.2018.8487996\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Second International Conference on Computing Methodologies and Communication (ICCMC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCMC.2018.8487996","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

在径向配电网中,分布式发电(DG)和并联电容器的放置和尺寸优化有助于减少系统功率损耗和保持适当的系统电压。在文献中可用的众多优化方法中,粒子群优化(PSO)和人工蜂群算法(ABC)很受欢迎。本文尝试用DLF算法比较这两种方法在径向配电网中DG和并联电容器的最佳位置和尺寸的有效性。所需的系统数据取自标准IEEE 69总线径向配电系统。所有计算均在MATLAB软件包中完成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comparative approach of PSO and ABC algorithm for optimal positioning and capacity sizing of DG and Shunt Capacitor in a Distribution network using DLF algorithm
Placement and size optimization of Distributed Generation (DG) and shunt capacitors in a radial distribution networkhelps in minimizing system power loss and maintain appropriate system voltage .Of the numerous optimization methods available in the literature Particle Swarm Optimization (PSO) and Artificial Bee Colony (ABC) algorithms are quite popular. An attempt has been made in this paper to compare the effectiveness of these two methods with the help of DLF algorithm to optimally place and size the DG and shunt capacitors in a radial distribution network. The required system data has been taken from the standard IEEE 69 bus radial distribution system. All computations were performed in MATLAB package.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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