{"title":"Newton-Raphson迭代系统识别方法研究","authors":"Wanjun Zhang, Feng Zhang, Jingxuan Zhang, Jingyi Zhang, Jingyan Zhang","doi":"10.1109/icomssc45026.2018.8941745","DOIUrl":null,"url":null,"abstract":"System identification method and hybrid modeling method, using a mathematical model established by the same theoretical method, due to the uncertainty of the structure, parameters, and environment of the controlled object, are affected by factors such as the specific environment. In different environments, the specific structural parameters of the mathematical model are not exactly the same. Therefore, the system identification method has more practical application value than the theoretical modeling method. In this paper, a Newton-Raphson evaluation system identification method is proposed. The shortcomings of the previous identification system can be satisfactorily identified, and simulation experiments and physical experiments can be carried out. The feasibility and effectiveness of the proposed identification and modeling method are verified.","PeriodicalId":332213,"journal":{"name":"2018 International Computers, Signals and Systems Conference (ICOMSSC)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"20","resultStr":"{\"title\":\"Study on System Recognition Method for Newton-Raphson Iterations\",\"authors\":\"Wanjun Zhang, Feng Zhang, Jingxuan Zhang, Jingyi Zhang, Jingyan Zhang\",\"doi\":\"10.1109/icomssc45026.2018.8941745\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"System identification method and hybrid modeling method, using a mathematical model established by the same theoretical method, due to the uncertainty of the structure, parameters, and environment of the controlled object, are affected by factors such as the specific environment. In different environments, the specific structural parameters of the mathematical model are not exactly the same. Therefore, the system identification method has more practical application value than the theoretical modeling method. In this paper, a Newton-Raphson evaluation system identification method is proposed. The shortcomings of the previous identification system can be satisfactorily identified, and simulation experiments and physical experiments can be carried out. The feasibility and effectiveness of the proposed identification and modeling method are verified.\",\"PeriodicalId\":332213,\"journal\":{\"name\":\"2018 International Computers, Signals and Systems Conference (ICOMSSC)\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"20\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Computers, Signals and Systems Conference (ICOMSSC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/icomssc45026.2018.8941745\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Computers, Signals and Systems Conference (ICOMSSC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/icomssc45026.2018.8941745","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Study on System Recognition Method for Newton-Raphson Iterations
System identification method and hybrid modeling method, using a mathematical model established by the same theoretical method, due to the uncertainty of the structure, parameters, and environment of the controlled object, are affected by factors such as the specific environment. In different environments, the specific structural parameters of the mathematical model are not exactly the same. Therefore, the system identification method has more practical application value than the theoretical modeling method. In this paper, a Newton-Raphson evaluation system identification method is proposed. The shortcomings of the previous identification system can be satisfactorily identified, and simulation experiments and physical experiments can be carried out. The feasibility and effectiveness of the proposed identification and modeling method are verified.