Mitsuru Toyoda, T. Shen, Kunihiko Suzuki, Yuuki Okuda
{"title":"A recursive parameter identification method with on-line D-optimal experiment design","authors":"Mitsuru Toyoda, T. Shen, Kunihiko Suzuki, Yuuki Okuda","doi":"10.1109/SICE.2015.7285490","DOIUrl":null,"url":null,"abstract":"An iterative algorithm of the D-optimal experiment design and the parameter estimation for the dynamical systems is proposed in this paper. A brief review of the relation between design of experiment and the identified parameter is firstly shown and a receding horizon optimal control formulation is applied to real-time D-optimization problem. A practical implementation for an exhaust gas recirculation system simulator is illustrated to confirm that the proposed method can achieve high D-optimality.","PeriodicalId":405766,"journal":{"name":"Annual Conference of the Society of Instrument and Control Engineers of Japan","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annual Conference of the Society of Instrument and Control Engineers of Japan","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SICE.2015.7285490","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
An iterative algorithm of the D-optimal experiment design and the parameter estimation for the dynamical systems is proposed in this paper. A brief review of the relation between design of experiment and the identified parameter is firstly shown and a receding horizon optimal control formulation is applied to real-time D-optimization problem. A practical implementation for an exhaust gas recirculation system simulator is illustrated to confirm that the proposed method can achieve high D-optimality.
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