{"title":"Neural generalized predictive self-tuning controllers","authors":"J. Quero, E. Camacho","doi":"10.1109/ICSYSE.1990.203123","DOIUrl":null,"url":null,"abstract":"A way in which Hopfield (see J.J. Hopfield, Proc. Nat. Acad. Sci. USA, vol.81, p.3088-92, (1984)) networks can be used to implement generalized predictive controllers is presented. A CARMA model of the process to be controlled, which is valid for most processes in industry, is used to illustrate the method. A set of recursive formulas to obtain the network parameters is given","PeriodicalId":259801,"journal":{"name":"1990 IEEE International Conference on Systems Engineering","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1990-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"1990 IEEE International Conference on Systems Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSYSE.1990.203123","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11
Abstract
A way in which Hopfield (see J.J. Hopfield, Proc. Nat. Acad. Sci. USA, vol.81, p.3088-92, (1984)) networks can be used to implement generalized predictive controllers is presented. A CARMA model of the process to be controlled, which is valid for most processes in industry, is used to illustrate the method. A set of recursive formulas to obtain the network parameters is given
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