• DocumentCode
    2626198
  • Title

    Researches on the Fault Diagnosis of Circuit by Energy Based Information Entropy

  • Author

    Wei, Liu ; Lei, Xu ; Yang, Han

  • Author_Institution
    Acad. of Armored Force Eng., Beijing, China
  • Volume
    3
  • fYear
    2011
  • fDate
    6-7 Jan. 2011
  • Firstpage
    161
  • Lastpage
    166
  • Abstract
    The quantitative descriptions of fault responses´ characters are the chiefly presupposition of circuit fault analysis and diagnosis. Aimed to solving the deficiency of traditional information entropy theory in characters extraction of the information mutation, an energy based information entropy model is proposed to measure the complexity feature of signals. Firstly, the energy distribution uncertainty and asymmetry degree of signal sequence in different characteristic space are denoted by the compositional distribution probability of energy based information entropy, furthermore the system states´ mutations and fault responses are converted to the quantitative descriptions of energy based information entropy. Methods in this article are proved feasible to extract signal feature and fault characters by theoretical analysis and experimentations.
  • Keywords
    entropy; fault diagnosis; feature extraction; network analysis; probability; circuit fault analysis; circuit fault diagnosis; compositional distribution probability; energy distribution; information entropy theory; information mutation; signal complexity feature; signal sequence; Capacitance; Circuit faults; Data mining; Equations; Fault diagnosis; Information entropy; Mathematical model; Character extraction; Energy information entropy; Fault diagnosis; Quantitative evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
  • Conference_Location
    Shangshai
  • Print_ISBN
    978-1-4244-9010-3
  • Type

    conf

  • DOI
    10.1109/ICMTMA.2011.612
  • Filename
    5721449