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Fault detection for piecewise affine systems with application to ship propulsion systems

  • Ying Yang
  • , Li Linlin*
  • , Steven X. Ding
  • , Jianbin Qiu
  • , Kaixiang Peng
  • *Corresponding author for this work
  • Peking University
  • University of Science and Technology Beijing
  • University of Duisburg-Essen

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, the design approach of non-synchronized diagnostic observer-based fault detection (FD) systems is investigated for piecewise affine processes via continuous piecewise Lyapunov functions. Considering that the dynamics of piecewise affine systems in different regions can be considerably different, the weighting matrices are used to weight the residual of each region, so as to optimize the fault detectability. A numerical example and a case study on a ship propulsion system are presented in the end to demonstrate the effectiveness of the proposed results.

Original languageEnglish
Pages (from-to)3-9
Number of pages7
JournalISA Transactions
Volume78
DOIs
StatePublished - Jul 2018

Keywords

  • Continuous piecewise Lyapunov function
  • Diagnostic observer
  • Fault detection (FD) systems
  • Piecewise affine systems

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