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
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);
Journal_Title :
Industry Applications, IEEE Transactions on
DOI :
10.1109/TIA.2013.2285958