{"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}
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.