• DocumentCode
    2753917
  • Title

    An Improved Fuzzy Fault Diagnosis Method for Complex System

  • Author

    Jin, Zhihao ; Zhan, Hongren ; Jin, Wen ; Wen, Banchun

  • Author_Institution
    Dept. of Mech. Eng., Shenyang Inst. of Chem. Technol., Sheyang
  • Volume
    2
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    5842
  • Lastpage
    5845
  • Abstract
    Based on extension set theory, an improved fuzzy fault diagnosis method was presented. The structure of fault model expression was built which contains the classic field and admittable field of fault symptoms. The structure described the fault state was established which consists of the denotation of the fault state, the symptoms and the corresponding values. Normalized membership function and membership degree of a symptom were introduced to evaluate the possibility of the fault quantitatively. The biggest dependence rule was established to diagnose the fault. The multiple faults rule, which contains the difference field and the recognition field, was established to diagnose the multiple faults. The diagnosis example was taken to validate the method. The diagnosed result shows that the method presented can effectively be used to diagnose the complex machinery systems
  • Keywords
    fault diagnosis; fuzzy set theory; machinery; complex system; dependence rule; difference field; extension set theory; fault model expression; fault state denotation; fault symptoms; faults rule; fuzzy fault diagnosis; machinery systems; normalized membership function; recognition field; symptom membership degree; Automation; Chemical technology; Educational institutions; Fault diagnosis; Fuzzy set theory; Fuzzy systems; Machinery; Mechanical engineering; Set theory; Virtual colonoscopy; Fuzzy; complex system; fault diagnosis; membership function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
  • Conference_Location
    Dalian
  • Print_ISBN
    1-4244-0332-4
  • Type

    conf

  • DOI
    10.1109/WCICA.2006.1714197
  • Filename
    1714197