• DocumentCode
    2234830
  • Title

    A novel approach to fault diagnostics and prognostics

  • Author

    Kwan, C. ; Zhang, X. ; Xu, R. ; Haynes, L.

  • Author_Institution
    Intelligent Autom., Inc., Rockville, MD, USA
  • Volume
    1
  • fYear
    2003
  • fDate
    14-19 Sept. 2003
  • Firstpage
    604
  • Abstract
    A novel fault diagnostics and prognostics algorithm based on hidden Markov model (HMM) is proposed. The algorithm combines fault diagnostics and prognostics in a unified framework. The algorithm has been fully tested by using experimental data from a rotating shift testbed in our laboratory.
  • Keywords
    fault location; fault simulation; hidden Markov models; machine testing; fault diagnostics; fault prognostics; hidden Markov model; rotating shaft testbed; Aircraft; Automation; Failure analysis; Fault diagnosis; Hidden Markov models; Inspection; Laboratories; Safety; Shafts; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 2003. Proceedings. ICRA '03. IEEE International Conference on
  • ISSN
    1050-4729
  • Print_ISBN
    0-7803-7736-2
  • Type

    conf

  • DOI
    10.1109/ROBOT.2003.1241660
  • Filename
    1241660
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2234830