DocumentCode :
3601607
Title :
Diagnosis of Induction Motors Under Varying Speed Operation by Principal Slot Harmonic Tracking
Author :
Climente-Alarcon, Vicente ; Antonino-Daviu, Jose A. ; Haavisto, Ari ; Arkkio, Antero
Author_Institution :
Dept. of Electr. Eng. & Autom., Aalto Univ., Espoo, Finland
Volume :
51
Issue :
5
fYear :
2015
Firstpage :
3591
Lastpage :
3599
Abstract :
A detailed study on the energy content of a principal slot harmonic (PSH) in an induction motor operating at variable slip is carried out. The machine is tested under different faulty conditions, namely, broken rotor bar, mixed eccentricity, and interturn short circuit. The use of a combined time-frequency analysis and particle filtering feature extraction procedure allows tracking the evolution of a PSH under different load profiles and integrating its energy. The proposed fault indicator provides values that are equivalent with the traditional one for stationary operation even in the case of pulsating load. The results show that the energy in the PSH reflects the overall state of the machine under these conditions. Furthermore, procedures to discern the different faults in real applications are proposed.
Keywords :
fault diagnosis; feature extraction; harmonic analysis; induction motors; particle filtering (numerical methods); short-circuit currents; slip (asynchronous machines); time-frequency analysis; PSH; induction motor diagnosis; interturn short circuit; load profile; particle filtering feature extraction; principal slot harmonic tracking; rotor bar; time-frequency analysis; variable slip; Circuit faults; Harmonic analysis; Power harmonic filters; Rotors; Stator windings; Time-frequency analysis; Fault diagnosis; Principal Slot Harmonic; Wigner-Ville Distribution; Wigner???Ville distribution (WVD); induction motors; principal slot harmonic (PSH); time-frequency analysis; time???frequency analysis; variable load;
fLanguage :
English
Journal_Title :
Industry Applications, IEEE Transactions on
Publisher :
ieee
ISSN :
0093-9994
Type :
jour
DOI :
10.1109/TIA.2015.2413963
Filename :
7061972
Link To Document :
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