• DocumentCode
    2468627
  • Title

    Information fusion method in fault modes

  • Author

    Weiwei Hu ; Qi, Jin ; Mou, Raowen ; Sun, Yufeng

  • Author_Institution
    Reliability & Syst. Eng. Dept., Beihang Univ., Beijing, China
  • fYear
    2012
  • fDate
    23-25 May 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    With more and more importance attached on the reliability of electronic products, in order to solve the problems occurred during the fault diagnosis and reasoning of electronic products, this paper takes the simulation-based circuit signal as the project, and in-depth studies information fusion methods for failure mode identification. Then this paper establishes the information fusion model of the fault circuit, and raises the basic probability distribution function for the neural network and enriched the applications of the DS evidence theory. In the end the failure mode identification of the circuit was achieved, which provided support for a higher level to fault reasoning.
  • Keywords
    electronic products; failure analysis; fault diagnosis; probability; production engineering computing; reliability; DS evidence theory; electronic products reasoning; electronic products reliability; failure mode identification; fault circuit; fault diagnosis; fault modes; information fusion method; information fusion methods; information fusion model; neural network; probability distribution function; simulation-based circuit signal; fault circuit; fault mode recognition; information fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Prognostics and System Health Management (PHM), 2012 IEEE Conference on
  • Conference_Location
    Beijing
  • ISSN
    2166-563X
  • Print_ISBN
    978-1-4577-1909-7
  • Electronic_ISBN
    2166-563X
  • Type

    conf

  • DOI
    10.1109/PHM.2012.6228815
  • Filename
    6228815