Elena-Lorena Hedrea, R. Precup, C. Dragos, Ciprian Hedrea
{"title":"Tensor Product-Based Model Transformation Technique Applied to Modeling Vertical Three Tank Systems","authors":"Elena-Lorena Hedrea, R. Precup, C. Dragos, Ciprian Hedrea","doi":"10.1109/SACI.2018.8440924","DOIUrl":null,"url":null,"abstract":"This paper presents the design and validation of the Tensor Product (TP) based model of vertical three tank systems laboratory equipment using the Tensor Product based model transformation technique. The TP model is designed in order to approximately mimic the behavior of the original process, but having numerical error. Finally, the behaviors of the TP model and the linearized model are compared to the laboratory equipment behavior. The experimental results show that the TP model ensures smaller lower mean square error than the linearized one.","PeriodicalId":126087,"journal":{"name":"2018 IEEE 12th International Symposium on Applied Computational Intelligence and Informatics (SACI)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 12th International Symposium on Applied Computational Intelligence and Informatics (SACI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SACI.2018.8440924","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
This paper presents the design and validation of the Tensor Product (TP) based model of vertical three tank systems laboratory equipment using the Tensor Product based model transformation technique. The TP model is designed in order to approximately mimic the behavior of the original process, but having numerical error. Finally, the behaviors of the TP model and the linearized model are compared to the laboratory equipment behavior. The experimental results show that the TP model ensures smaller lower mean square error than the linearized one.