{"title":"Structural identifiability: tools and applications","authors":"T. Glad, A. Sokolov","doi":"10.1109/CDC.1999.831285","DOIUrl":null,"url":null,"abstract":"The paper deals with the application of the identifiability criteria to mean-value models of turbocharged IC engines. A way of reducing such models to linear regressions using differential-algebraic tools is presented. The conditions of the global identifiability and the persistent excitation are formulated explicitly for a given set of sensors. It is accompanied with an iterative technique of the sensor set reduction. The software tools required are outlined and their complexity is discussed.","PeriodicalId":137513,"journal":{"name":"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1999-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CDC.1999.831285","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8
Abstract
The paper deals with the application of the identifiability criteria to mean-value models of turbocharged IC engines. A way of reducing such models to linear regressions using differential-algebraic tools is presented. The conditions of the global identifiability and the persistent excitation are formulated explicitly for a given set of sensors. It is accompanied with an iterative technique of the sensor set reduction. The software tools required are outlined and their complexity is discussed.
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