• DocumentCode
    2494969
  • Title

    Reasoning algorithm of multi-value fuzzy causality diagram based on cause-effect possibility allocation

  • Author

    Liang, Xinyuan ; Shi, Qingxi ; Wang, Hongchun

  • Author_Institution
    Coll. of Comput. Sci., Chongqing Technol. & Bus. Univ., Chongqing
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    6871
  • Lastpage
    6876
  • Abstract
    This paper discussed the reasoning algorithm of multi-value fuzzy causality diagram (MFCD) because the previous research on FCD only aimed at single-value, without dealing with multi-value. With the discussing of reasoning problem of MFCD a guideline to solve the problem was introduced, and a normalization method of fuzzy probability of event state was proposed to preprocess data. Based on the idea of conversion of MFCD to single-value fuzzy causality diagram (SFCD), a reasoning algorithm of MFCD based on cause-effect possibility allocation was proposed to deal with the reasoning of MFCD. An example about fault diagnosis of a steam generator in the nuclear power plant demonstrated the effect of the reasoning algorithm of MFCD, and the result was coincident with the fact. The research shows that the reasoning algorithm of MFCD is so effective to solve the problem of MFCD for fault analysis and reasoning, its reasoning process is rigorous.
  • Keywords
    cause-effect analysis; fuzzy reasoning; probability; cause-effect possibility allocation; fault analysis; fault diagnosis; fuzzy probability; multivalue fuzzy causality diagram; normalization method; nuclear power plant; reasoning algorithm; reasoning process; single value fuzzy causality diagram; steam generator; Computer science; Couplings; Educational institutions; Fault diagnosis; Fuzzy control; Fuzzy reasoning; Fuzzy set theory; Guidelines; Power generation; Probability; Causality Diagram (CD); Cause-effect Possibility Allocation (CEPA); Fuzzy Number (FN); Multi-value Fuzzy Causality Diagram (MFCD); Reasoning Algorithm (RA);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-2113-8
  • Electronic_ISBN
    978-1-4244-2114-5
  • Type

    conf

  • DOI
    10.1109/WCICA.2008.4593978
  • Filename
    4593978