• DocumentCode
    507212
  • Title

    Fault Diagnosis Reliability Evaluation of Turbo-generator Based on Information Fusion Technology

  • Author

    Liao, Wei ; Li, Feng ; Song, Yunfeng

  • Author_Institution
    Hebei Univ. of Eng., Handan, China
  • Volume
    6
  • fYear
    2009
  • fDate
    14-16 Aug. 2009
  • Firstpage
    195
  • Lastpage
    198
  • Abstract
    The core of turbo-generator fault diagnosis reliability of the multi-level fuzzy comprehensive evaluation is the realization of the conversion from various index memberships to the targets membership. The current methods membership conversions have the problem that there are indicators of membership in the target classification of non-functional redundancy which has also been used to calculate the value of the goal of membership. The Membership Conversion is a information fusion technology, excavating the knowledge information hidden in various indicators on the goal of membership in the classification of target, clearing the redundant Numeric indicators of membership in the target classification which does not work on the value of redundancy index memberships and then to achieve Membership conversion in the absence of interference to Redundant data. This algorithm based on the information fusion technology assess the reliability of Turbo-generator fault diagnosis that meet the requirements of dynamic and real-time in the reliability of assessing.
  • Keywords
    fault diagnosis; fuzzy set theory; pattern classification; power generation reliability; redundancy; sensor fusion; turbogenerators; fault diagnosis reliability evaluation; index memberships; information fusion technology; knowledge information; membership conversions; multilevel fuzzy comprehensive evaluation; nonfunctional redundancy; redundant data; redundant numeric indicators; target classification; targets membership; turbo-generator; Fault diagnosis; Fuzzy systems; Interference; Knowledge engineering; Neural networks; Pattern recognition; Redundancy; Reliability engineering; Testing; Turbogenerators; Turbo-generator; distinguish weight; fault diagnosis; membership conversion; ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-0-7695-3735-1
  • Type

    conf

  • DOI
    10.1109/FSKD.2009.646
  • Filename
    5359826