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  • 标题:Reachability-based fault detection method for uncertain chemical flow reactors
  • 本地全文:下载
  • 作者:Aditya Tulsyan ; Paul I. Barton
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2016
  • 卷号:49
  • 期号:7
  • 页码:1-6
  • DOI:10.1016/j.ifacol.2016.07.207
  • 语种:English
  • 出版社:Elsevier
  • 摘要:We consider the problem of computing reachable sets for continuous-time nonlinear continuous-stirred tank reactors (CSTRs) using differential inequalities method. Existing comparison-based methods yield a conservative enclosure for the reachable set due to the non-quasi-monotonic property for CSTR systems. The method proposed in Scott and Barton [2013] is effective; however, it requires a nontrivial a priori enclosure for the reachable set, which is difficult to construct for CSTR reaction systems. We propose a linear transformation to map the dynamics of the CSTR system onto a sparse state-space. Exploiting the sparsity, we construct a priori enclosure for CSTR systems. The application of the proposed method in designing a fault detection procedure is discussed, and its efficacy illustrated on an example problem.
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