{"title":"基于多目标差分进化的飞控系统鲁棒FOPID优化设计","authors":"Parvesh Kumar, Jetesh Raheja","doi":"10.1109/RAECS.2015.7453283","DOIUrl":null,"url":null,"abstract":"Metaheuristics algorithms are the most popular and robust algorithms for the optimization of the real world problems like pitch control of an aircraft system. This paper introduces Differential Evolution technique for the weighted multi-objective optimization based designing of the fractional order PID controller. The optimized values obtained from the techniques have been implemented for the Pitch control of an aircraft system to obtain the desired robust response. In this paper a mixed sensitivity H∞ problem is designed and simulated using Matlab. It has been shown that the design of FOPID using multi-objective Differential Evolution technique gives better results than tuning of classical PID using Differential Evolution.","PeriodicalId":256314,"journal":{"name":"2015 2nd International Conference on Recent Advances in Engineering & Computational Sciences (RAECS)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Optimal design of robust FOPID for the flight control system using multi-objective Differential Evolution\",\"authors\":\"Parvesh Kumar, Jetesh Raheja\",\"doi\":\"10.1109/RAECS.2015.7453283\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Metaheuristics algorithms are the most popular and robust algorithms for the optimization of the real world problems like pitch control of an aircraft system. This paper introduces Differential Evolution technique for the weighted multi-objective optimization based designing of the fractional order PID controller. The optimized values obtained from the techniques have been implemented for the Pitch control of an aircraft system to obtain the desired robust response. In this paper a mixed sensitivity H∞ problem is designed and simulated using Matlab. It has been shown that the design of FOPID using multi-objective Differential Evolution technique gives better results than tuning of classical PID using Differential Evolution.\",\"PeriodicalId\":256314,\"journal\":{\"name\":\"2015 2nd International Conference on Recent Advances in Engineering & Computational Sciences (RAECS)\",\"volume\":\"67 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 2nd International Conference on Recent Advances in Engineering & Computational Sciences (RAECS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RAECS.2015.7453283\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 2nd International Conference on Recent Advances in Engineering & Computational Sciences (RAECS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RAECS.2015.7453283","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Optimal design of robust FOPID for the flight control system using multi-objective Differential Evolution
Metaheuristics algorithms are the most popular and robust algorithms for the optimization of the real world problems like pitch control of an aircraft system. This paper introduces Differential Evolution technique for the weighted multi-objective optimization based designing of the fractional order PID controller. The optimized values obtained from the techniques have been implemented for the Pitch control of an aircraft system to obtain the desired robust response. In this paper a mixed sensitivity H∞ problem is designed and simulated using Matlab. It has been shown that the design of FOPID using multi-objective Differential Evolution technique gives better results than tuning of classical PID using Differential Evolution.