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

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

    Research output: Contribution to journalArticle

    2 Citations (Scopus)
    31 Downloads (Pure)

    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

    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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