D. Xue, Zhen Chen, Lina Hao, Xinjian Xu, Yanmei Liu
{"title":"Modeling for Piezoelectric Smart Materials based on intelligent method","authors":"D. Xue, Zhen Chen, Lina Hao, Xinjian Xu, Yanmei Liu","doi":"10.1109/WCICA.2010.5554464","DOIUrl":null,"url":null,"abstract":"Based on the static Preisach hysteresis model, the technology of ANN is applied for the Piezoelectric Smart Materials. The BP network is chosen as the method of identifying non-linear system. Adopting this method one sample's hysteresis model is built. The results have shown that this method is correct and effective.","PeriodicalId":315420,"journal":{"name":"2010 8th World Congress on Intelligent Control and Automation","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 8th World Congress on Intelligent Control and Automation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WCICA.2010.5554464","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
Based on the static Preisach hysteresis model, the technology of ANN is applied for the Piezoelectric Smart Materials. The BP network is chosen as the method of identifying non-linear system. Adopting this method one sample's hysteresis model is built. The results have shown that this method is correct and effective.