• DocumentCode
    2040425
  • Title

    Possibilistic information measure of importance in fault tree analysis

  • Author

    He, Liping ; An, Zongwen

  • Author_Institution
    Sch. of Mechatron. Eng., Lanzhou Univ. of Technol., Lanzhou, China
  • Volume
    1
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    487
  • Lastpage
    491
  • Abstract
    With respect to the subjective and nonlinear factors inherent in the importance identification of a fault tree analysis (FTA), a new importance measure of FTA is proposed based upon possibilistic information entropy. After investigating the possibilistic information semantics, measure-theoretic terms and entropy-like models, a two-dimensional framework is constructed by combining both the set theory and the measure theory. By adopting the possibilistic assumption in place of the probabilistic one, an axiomatic index of importance is defined in the possibility space and an example of the fault tree is thus provided, along with the concordance analysis and otherness discussions. The more conservative numerical results of importance rankings which involved more choices could be viewed as “soft” fault identification under a certain expected value.
  • Keywords
    entropy; fault diagnosis; fault trees; possibility theory; set theory; entropy-like models; fault tree analysis; measure theory; measure-theoretic terms; possibilistic information entropy; possibilistic information measure; possibilistic information semantics; set theory; soft fault identification; Entropy; Fault trees; Indexes; Measurement uncertainty; Probabilistic logic; Semantics; Uncertainty; Improtance measure; non-specificity; possibility entropy; possibility uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569758
  • Filename
    5569758