• DocumentCode
    2638818
  • Title

    A connectionist model algorithm based on probabilistic causal network

  • Author

    Dong, Song ; Lin, Pei

  • Author_Institution
    Sch. of Aeronaut., Northwestern Polytech. Univ., Xi´´an
  • fYear
    2008
  • fDate
    10-12 Dec. 2008
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    For the difficult problem of multi-level, multi-node complicated causal network reasoning, the thesis puts forward the competition-based connectionist model resolving algorithm based on probabilistic causal network, the algorithm gives a good solution for fault diagnosis model based on the probabilistic causal network, and verifies the superiority and engineering utility for this arithmetic by solving the probabilistic causal model of electronic fault diagnosis on the wings of Boeing 777.
  • Keywords
    diagnostic reasoning; fault diagnosis; neural nets; Boeing 777 wings; competition-based connectionist model resolving algorithm; electronic fault diagnosis; fault diagnosis model; multi-level multi-node complicated causal network reasoning; probabilistic causal network; Arithmetic; Fault diagnosis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems and Control in Aerospace and Astronautics, 2008. ISSCAA 2008. 2nd International Symposium on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4244-3908-9
  • Electronic_ISBN
    978-1-4244-2386-6
  • Type

    conf

  • DOI
    10.1109/ISSCAA.2008.4776337
  • Filename
    4776337