{"title":"Identification and control of a generic-type plant using genetic algorithms","authors":"A. Lázaro, I. Serrano, E. G. Cueto","doi":"10.1109/ETFA.1999.813094","DOIUrl":null,"url":null,"abstract":"This work deals with the automatic control of a system without the intervention of an operator. It consists of the identification of the equations that define the behaviour of the plant by means of a genetic algorithm, and the calculation of a regulator using the identification results. Genetic algorithms are useful for system identification because of their power in searching for an optimal solution among a large number of possibilities due to their evolutive characteristics. A modification of the algorithm is carried out for its real time operation.","PeriodicalId":119106,"journal":{"name":"1999 7th IEEE International Conference on Emerging Technologies and Factory Automation. Proceedings ETFA '99 (Cat. No.99TH8467)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1999-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"1999 7th IEEE International Conference on Emerging Technologies and Factory Automation. Proceedings ETFA '99 (Cat. No.99TH8467)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ETFA.1999.813094","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This work deals with the automatic control of a system without the intervention of an operator. It consists of the identification of the equations that define the behaviour of the plant by means of a genetic algorithm, and the calculation of a regulator using the identification results. Genetic algorithms are useful for system identification because of their power in searching for an optimal solution among a large number of possibilities due to their evolutive characteristics. A modification of the algorithm is carried out for its real time operation.
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