• DocumentCode
    55352
  • Title

    Advanced Diagnosis of Outer Cage Damage in Double-Squirrel-Cage Induction Motors Under Time-Varying Conditions Based on Wavelet Analysis

  • Author

    Gritli, Y. ; Sang Bin Lee ; Filippetti, Fiorenzo ; Zarri, Luca

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Tunis El Manar, Tunis, Tunisia
  • Volume
    50
  • Issue
    3
  • fYear
    2014
  • fDate
    May-June 2014
  • Firstpage
    1791
  • Lastpage
    1800
  • Abstract
    It is known that classical fast-Fourier-transform-based steady-state spectrum analysis, such as motor current signature analysis, may fail to detect outer cage damage in double-squirrel-cage induction motors. This is because the magnitude of the rotor fault frequency components (RFFCs) in the current spectrum of faulty motors is small, due to the low-magnitude current circulation in the outer cage under a steady-state operation. The probability of misdetection is higher in time-varying load applications, such as conveyor belts, pulverizers, etc., for which double-cage motors are frequently employed. In case of load variation, the small RFFCs are spread in a bandwidth proportional to the speed variation, which makes them even more difficult to detect. A diagnosis method based on discrete wavelet transform and optimized for sensitive detection under transient operating conditions is proposed in this paper. An experimental study on a custom-built fabricated Cu double-cage-rotor induction motor shows that the proposed method can provide improved detection of outer cage faults particularly used in time-varying load applications.
  • Keywords
    discrete wavelet transforms; fault diagnosis; squirrel cage motors; discrete wavelet transform; double squirrel cage induction motors; low magnitude current circulation; outer cage damage; rotor fault frequency components; sensitive detection; time varying conditions; wavelet analysis; Approximation methods; Bars; Circuit faults; Discrete wavelet transforms; Induction motors; Rotors; Stators; Double Squirrel Cage induction machine; Double-squirrel-cage induction machine; fault diagnosis; time-varying conditions; wavelet transform; wavelet transform (WT);
  • fLanguage
    English
  • Journal_Title
    Industry Applications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0093-9994
  • Type

    jour

  • DOI
    10.1109/TIA.2013.2285958
  • Filename
    6634268