{"title":"采用免疫算法对具有扰动函数的PID控制器进行智能整定","authors":"Dong Hwa Kim, Jae-Hoon Cho","doi":"10.1109/CIMSA.2004.1397243","DOIUrl":null,"url":null,"abstract":"Strictly maintaining the steam temperature can be difficult due to heating value variation to the fuel source, time delay changes in the main steam temperature, the change of the dynamic characteristics in the reheater. Up to the present time, PID controller has been used to operate this system because of its implementational advantages. However, it is very difficult to achieve an optimal PID gain with no experience, since the gain of the PID controller has to be manually tuned by trial and error. This paper focuses on tuning of the PID controller with disturbance rejection using immune network algorithm. To decide the performance of response, an ITSE (integral of time weighted squared error) is used in this paper.","PeriodicalId":102405,"journal":{"name":"2004 IEEE International Conference onComputational Intelligence for Measurement Systems and Applications, 2004. CIMSA.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"23","resultStr":"{\"title\":\"Intelligent tuning of PID controller with disturbance function using immune algorithm\",\"authors\":\"Dong Hwa Kim, Jae-Hoon Cho\",\"doi\":\"10.1109/CIMSA.2004.1397243\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Strictly maintaining the steam temperature can be difficult due to heating value variation to the fuel source, time delay changes in the main steam temperature, the change of the dynamic characteristics in the reheater. Up to the present time, PID controller has been used to operate this system because of its implementational advantages. However, it is very difficult to achieve an optimal PID gain with no experience, since the gain of the PID controller has to be manually tuned by trial and error. This paper focuses on tuning of the PID controller with disturbance rejection using immune network algorithm. To decide the performance of response, an ITSE (integral of time weighted squared error) is used in this paper.\",\"PeriodicalId\":102405,\"journal\":{\"name\":\"2004 IEEE International Conference onComputational Intelligence for Measurement Systems and Applications, 2004. CIMSA.\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-06-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"23\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2004 IEEE International Conference onComputational Intelligence for Measurement Systems and Applications, 2004. CIMSA.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CIMSA.2004.1397243\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2004 IEEE International Conference onComputational Intelligence for Measurement Systems and Applications, 2004. CIMSA.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIMSA.2004.1397243","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Intelligent tuning of PID controller with disturbance function using immune algorithm
Strictly maintaining the steam temperature can be difficult due to heating value variation to the fuel source, time delay changes in the main steam temperature, the change of the dynamic characteristics in the reheater. Up to the present time, PID controller has been used to operate this system because of its implementational advantages. However, it is very difficult to achieve an optimal PID gain with no experience, since the gain of the PID controller has to be manually tuned by trial and error. This paper focuses on tuning of the PID controller with disturbance rejection using immune network algorithm. To decide the performance of response, an ITSE (integral of time weighted squared error) is used in this paper.