{"title":"Particle swarm optimization for tuning PI controller in FOC chain of induction motors","authors":"Rayyam Marouane, Zazi Malika","doi":"10.1109/ICOA.2018.8370512","DOIUrl":null,"url":null,"abstract":"This paper proposes a novel approach for the determination of the controller gains in a Field Oriented Control (FOC) chain. Our Method utilizes the famous Particle Swarm Optimization (PSO) algorithm to resolve the optimal gains (Global best solution-gbest) for speed control of the induction Motor (IM). Simulation results confirm the effectiveness of the proposed tool in term of accuracy and dynamic performance compared to the traditional “trial and error” methods.","PeriodicalId":433166,"journal":{"name":"2018 4th International Conference on Optimization and Applications (ICOA)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 4th International Conference on Optimization and Applications (ICOA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOA.2018.8370512","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
This paper proposes a novel approach for the determination of the controller gains in a Field Oriented Control (FOC) chain. Our Method utilizes the famous Particle Swarm Optimization (PSO) algorithm to resolve the optimal gains (Global best solution-gbest) for speed control of the induction Motor (IM). Simulation results confirm the effectiveness of the proposed tool in term of accuracy and dynamic performance compared to the traditional “trial and error” methods.