{"title":"动态系统一阶特征模型与线性伺服系统自适应迭代学习控制","authors":"Sun Mingxuan, Li Zhile, YU Linjiang","doi":"10.12341/JSSMS11897","DOIUrl":null,"url":null,"abstract":"This paper presents the first-order time-varying difference equation,the characteristic model.Only two parameters are involved in the equation.The adaptive iterative learning control method is suggested to deal with the characteristic-model based control problem, where the learning identification algorithms with a forgetting factor are introduced to estimate the time-varying unknowns.For PMLSM servo-systems,in this paper,an adaptive iterative learning control scheme is proposed based on the LQ optimal control strategy.Numerical and expereiment results are presented to demonstrate effectiveness of the control scheme.","PeriodicalId":265315,"journal":{"name":"Journal of Systems Science and Mathematical Sciences","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"THE FIRST-ORDER CHARACTERISTIC MODELS OF DYNAMIC SYSTEMS AND ADAPTIVE ITERATIVE LEARNING CONTROL OF LINEAR SERVO SYSTEMS\",\"authors\":\"Sun Mingxuan, Li Zhile, YU Linjiang\",\"doi\":\"10.12341/JSSMS11897\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents the first-order time-varying difference equation,the characteristic model.Only two parameters are involved in the equation.The adaptive iterative learning control method is suggested to deal with the characteristic-model based control problem, where the learning identification algorithms with a forgetting factor are introduced to estimate the time-varying unknowns.For PMLSM servo-systems,in this paper,an adaptive iterative learning control scheme is proposed based on the LQ optimal control strategy.Numerical and expereiment results are presented to demonstrate effectiveness of the control scheme.\",\"PeriodicalId\":265315,\"journal\":{\"name\":\"Journal of Systems Science and Mathematical Sciences\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-06-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Systems Science and Mathematical Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.12341/JSSMS11897\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Systems Science and Mathematical Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12341/JSSMS11897","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
THE FIRST-ORDER CHARACTERISTIC MODELS OF DYNAMIC SYSTEMS AND ADAPTIVE ITERATIVE LEARNING CONTROL OF LINEAR SERVO SYSTEMS
This paper presents the first-order time-varying difference equation,the characteristic model.Only two parameters are involved in the equation.The adaptive iterative learning control method is suggested to deal with the characteristic-model based control problem, where the learning identification algorithms with a forgetting factor are introduced to estimate the time-varying unknowns.For PMLSM servo-systems,in this paper,an adaptive iterative learning control scheme is proposed based on the LQ optimal control strategy.Numerical and expereiment results are presented to demonstrate effectiveness of the control scheme.