• DocumentCode
    2475575
  • Title

    A state searching method for model-based diagnosis

  • Author

    Jiye, Shao ; Wei, Guo

  • Author_Institution
    Sch. of Mechatron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
  • fYear
    2010
  • fDate
    17-19 Dec. 2010
  • Firstpage
    466
  • Lastpage
    469
  • Abstract
    Model-based diagnosis has a great advantage compared to other diagnostic methods. However, there are some problems existed in model-based method like large complexity, inefficient. This paper studies a state searching method using system conflicts to exclude large invalid state space and speed up the search procedure. All the tested candidate states are generated in best first order and expanded to find best solutions of the system. The simulation results prove the proposed searching method is more effective than the general method.
  • Keywords
    expert systems; fault diagnosis; diagnostic methods; model based diagnosis; state searching method; Artificial intelligence; Biological system modeling; Computational modeling; Fault diagnosis; Robots; Search problems; Space exploration; Model-based; best solution; fault diagnosis; state search;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Apperceiving Computing and Intelligence Analysis (ICACIA), 2010 International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-8025-8
  • Type

    conf

  • DOI
    10.1109/ICACIA.2010.5709942
  • Filename
    5709942