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  • 标题:Robust Fault Detection using Zonotopic Parameter Estimation
  • 本地全文:下载
  • 作者:Sergio E. Samada ; Vicenç Puig ; Fatiha Nejjari
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2022
  • 卷号:55
  • 期号:6
  • 页码:157-162
  • DOI:10.1016/j.ifacol.2022.07.122
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper addresses the system identification problem, as well as its application to robust fault detection, considering parametric uncertainty and using zonotopes. As a result, a Zonotopic Recursive Least Squares (ZRLS) estimator is proposed and compared with the Setmembership (SM) approach when applied to fault detection, taking as a reference the minimum detectable fault generated in the worst-case. To illustrate the effectiveness of the proposed robust parameter estimation and fault detection methodologies, a quadruple tank process is employed
  • 关键词:Keywordszonotopesleast squaresset-membershipfault detectionminimum detectable fault
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