{"title":"系统识别","authors":"Satish Nagarajaiah","doi":"10.1201/b10384-126","DOIUrl":null,"url":null,"abstract":"The basic objective is to construct a Transfer function of the given system. Closed loop system identification and validation are important components in dynamic system modeling. In this report a comprehensive literature survey is compiled on System Identification with a specific focus on closed loop system identification and issues of identification experiment design and model validation. This is followed by simulated experiment on a known Non-Linear system. The identified model structure can be compared with various mathematical models like ARX model, ARMAX model & OE model.","PeriodicalId":131575,"journal":{"name":"The Control Systems Handbook","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"System Identification\",\"authors\":\"Satish Nagarajaiah\",\"doi\":\"10.1201/b10384-126\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The basic objective is to construct a Transfer function of the given system. Closed loop system identification and validation are important components in dynamic system modeling. In this report a comprehensive literature survey is compiled on System Identification with a specific focus on closed loop system identification and issues of identification experiment design and model validation. This is followed by simulated experiment on a known Non-Linear system. The identified model structure can be compared with various mathematical models like ARX model, ARMAX model & OE model.\",\"PeriodicalId\":131575,\"journal\":{\"name\":\"The Control Systems Handbook\",\"volume\":\"27 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-10-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The Control Systems Handbook\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1201/b10384-126\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Control Systems Handbook","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1201/b10384-126","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The basic objective is to construct a Transfer function of the given system. Closed loop system identification and validation are important components in dynamic system modeling. In this report a comprehensive literature survey is compiled on System Identification with a specific focus on closed loop system identification and issues of identification experiment design and model validation. This is followed by simulated experiment on a known Non-Linear system. The identified model structure can be compared with various mathematical models like ARX model, ARMAX model & OE model.
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