The Performance of Observer-based Residuals for Detecting Intermittent Faults: The Limitations

T. Sedighi, P.D. Foote, Samir Khan

Research output: Contribution to journalArticle

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Abstract

In this paper a broad nonlinear system is considered. Attention is focused upon both performance of a high-gain observer-based residual and the investigation of residual effectiveness for detecting faults in actuators/components. Residual performances for different fault positions and various system complexities are compared. Both qualitative and quantitative evidence for selected fault positions indicated the performance and the effectiveness of the residuals decrease by ascending the system complexity. The poor performance of residuals in the more complex system may cause No Fault Found (NFF). The methods may be extended to the more general class of nonlinear systems and different observers. Efficiency of the proposed approach is demonstrated through the intermittent failure case in a vehicle suspension system.
Original languageEnglish
Pages (from-to)65-70
JournalProcedia CIRP
Volume22
DOIs
Publication statusPublished - 2014

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Bibliographical note

Copyright 2014 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND licence

Keywords

  • Nonlinear control systems
  • Fault detection
  • Observer-based residual
  • Mass-Spring-Damper system
  • Intermittent faults
  • No Fault Found
  • Vehicle suspension system.

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