{"title":"基于粒子群优化无功调度的有功损耗最小化","authors":"Hardik P. Modha, Vishnu B. Patel","doi":"10.1109/ETI4.051663.2021.9619313","DOIUrl":null,"url":null,"abstract":"For operational analysis, scheduling and energy management of power system various optimizing tools are used. An optimal power flow is more important as it is capable to deal with various situations and involves the optimization of different objective functions within a set of operational and physical constraints. This paper present a comprehensive study of optimal power flow problem as constrained non-linear, single objective or multi-objective optimization problems. This paper presents particle swarm optimization technique for solution ofa reactive power dispatch problem. The results from this technic is less sensitive to the complexity of the objective function. The proposed method is applied to minimum the real power loss in power system. By examined & tested on IEEE 14 bus test system for evaluate the performance, the results are shows the effectiveness and robustness of the proposed method.","PeriodicalId":129682,"journal":{"name":"2021 Emerging Trends in Industry 4.0 (ETI 4.0)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Minimization of Active Power Loss for Optimum Reactive Power Dispatch using PSO\",\"authors\":\"Hardik P. Modha, Vishnu B. Patel\",\"doi\":\"10.1109/ETI4.051663.2021.9619313\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"For operational analysis, scheduling and energy management of power system various optimizing tools are used. An optimal power flow is more important as it is capable to deal with various situations and involves the optimization of different objective functions within a set of operational and physical constraints. This paper present a comprehensive study of optimal power flow problem as constrained non-linear, single objective or multi-objective optimization problems. This paper presents particle swarm optimization technique for solution ofa reactive power dispatch problem. The results from this technic is less sensitive to the complexity of the objective function. The proposed method is applied to minimum the real power loss in power system. By examined & tested on IEEE 14 bus test system for evaluate the performance, the results are shows the effectiveness and robustness of the proposed method.\",\"PeriodicalId\":129682,\"journal\":{\"name\":\"2021 Emerging Trends in Industry 4.0 (ETI 4.0)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-05-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 Emerging Trends in Industry 4.0 (ETI 4.0)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ETI4.051663.2021.9619313\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 Emerging Trends in Industry 4.0 (ETI 4.0)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ETI4.051663.2021.9619313","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Minimization of Active Power Loss for Optimum Reactive Power Dispatch using PSO
For operational analysis, scheduling and energy management of power system various optimizing tools are used. An optimal power flow is more important as it is capable to deal with various situations and involves the optimization of different objective functions within a set of operational and physical constraints. This paper present a comprehensive study of optimal power flow problem as constrained non-linear, single objective or multi-objective optimization problems. This paper presents particle swarm optimization technique for solution ofa reactive power dispatch problem. The results from this technic is less sensitive to the complexity of the objective function. The proposed method is applied to minimum the real power loss in power system. By examined & tested on IEEE 14 bus test system for evaluate the performance, the results are shows the effectiveness and robustness of the proposed method.