Title :
Eccentricity diagnosis in Inverter - Fed Induction Motors via the Analytic Wavelet Transform of transient currents
Author :
Pons-Llinares, J. ; Antonino-Daviu, J. ; Roger-Folch, J. ; Moríñigo-Sotelo, D. ; Duque-Pérez, O.
Author_Institution :
Inst. de Ing. Energetica, Univ. Politec. de Valencia, València, Spain
Abstract :
In this paper a recently developed induction motors diagnosis methodology is applied to detect mixed eccentricity in Inverter-Fed Induction Motors (IFIMs). The classic FFT method can not be applied when the stator current captured is not in steady state (which is common in IFIMs). The approach is based on obtaining a 2D time - frequency plot representing the time - frequency evolution of the main components in a stator transient current. The time-frequency maps are generated with high detail using the Analytic Wavelet Transform. Thanks to this, the evolutions of the main Winding Harmonics, Principal Slot Harmonics and Eccentricity Related Harmonics are traced precisely. As a consequence, the time-frequency plane characteristic patterns produced by the Eccentricity Related Harmonics are easily and clearly identified enabling a reliable diagnosis. The methodology capabilities have been shown successfully diagnosing a healthy IFIM and an IFIM with mixed eccentricity. The transients analyzed consist of a startup and a decrease in the assigned frequency.
Keywords :
fast Fourier transforms; induction motors; invertors; stators; time-frequency analysis; wavelet transforms; 2D time frequency plot; FFT method; analytic wavelet transform; eccentricity diagnosis; eccentricity related harmonics; healthy IFIM; inverter fed induction motor diagnosis; principal slot harmonics; stator transient current; time frequency evolution; time frequency maps; time frequency plane characteristic patterns; winding harmonics; Harmonic analysis; Stators; Steady-state; Time frequency analysis; Transforms; Transient analysis; Wavelet analysis; Eccentricities; fault diagnosis; induction motors; transient analysis; wavelet transforms;
Conference_Titel :
Electrical Machines (ICEM), 2010 XIX International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4244-4174-7
Electronic_ISBN :
978-1-4244-4175-4
DOI :
10.1109/ICELMACH.2010.5607938