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  • 标题:Optimal System Decomposition for Distributed Fault Detection: Insights and Numerical Results ⁎
  • 本地全文:下载
  • 作者:Chiara Gei ; Francesca Boem ; Thomas Parisini
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2018
  • 卷号:51
  • 期号:24
  • 页码:578-585
  • DOI:10.1016/j.ifacol.2018.09.634
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThe paper deals with the problem of defining the optimal topology for a distributed fault detection architecture. A partition-based distributed fault detection method is considered based on the model of the system. The system is decomposed into subsystems and each subsystem is monitored by one local diagnoser. Non-overlapping decompositions are considered. A novel cost function is proposed to measure the detectability properties of a distributed fault detection method, depending on the topology of the detection framework. Different objective functions are taken into account and compared in order to analyze the influence of the decomposition on fault detection performance. Preliminary numerical results show that the minimization of the coupling between subsystems could not be always the best choice for the fault detection performance, and that the proposed cost function minimization allows the reduction of the detection time with the considered fault detection method.
  • 关键词:KeywordsFault detectionDistributed systemsOptimal decompositionTopology
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