• DocumentCode
    3453421
  • Title

    Fault Prediction for Dynamic Systems with State-Dependent Faults

  • Author

    Xu, Guibin ; Zhou, Donghua

  • Author_Institution
    Dept. of Autom., Tsinghua Univ., Beijing, China
  • fYear
    2009
  • fDate
    7-9 Dec. 2009
  • Firstpage
    207
  • Lastpage
    210
  • Abstract
    This paper is concerned with the fault prediction problem for a class of systems with state-dependent faults. we first bring forward the idea of separating the internal stimulated faults from the external stimulated ones. The fault is modeled as the product of the external and internal stimulation sources. A State Dependent Fault Prediction (SDFP) recursive algorithm is proposed to solve this problem. Simulation results validate the effectiveness of the proposed method.
  • Keywords
    fault diagnosis; nonlinear dynamical systems; recursive estimation; dynamic systems; fault prediction; recursive algorithm; state dependent fault prediction; Automatic control; Automation; Control systems; Fault detection; Fault diagnosis; Humidity; Industrial accidents; Linear systems; Prediction algorithms; Temperature;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Computing, Information and Control (ICICIC), 2009 Fourth International Conference on
  • Conference_Location
    Kaohsiung
  • Print_ISBN
    978-1-4244-5543-0
  • Type

    conf

  • DOI
    10.1109/ICICIC.2009.206
  • Filename
    5412198