| Literature DB >> 25004798 |
Hicham Talhaoui1, Arezki Menacer2, Abdelhalim Kessal3, Ridha Kechida4.
Abstract
This paper presents new techniques to evaluate faults in case of broken rotor bars of induction motors. Procedures are applied with closed-loop control. Electrical and mechanical variables are treated using fast Fourier transform (FFT), and discrete wavelet transform (DWT) at start-up and steady state. The wavelet transform has proven to be an excellent mathematical tool for the detection of the faults particularly broken rotor bars type. As a performance, DWT can provide a local representation of the non-stationary current signals for the healthy machine and with fault. For sensorless control, a Luenberger observer is applied; the estimation rotor speed is analyzed; the effect of the faults in the speed pulsation is compensated; a quadratic current appears and used for fault detection.Keywords: Broken rotor bars; Discrete wavelet analysis; Fast Fourier transforms; Fault diagnosis; Induction motor; Luenberger observer; Sensoless vector control; Sensorless
Year: 2014 PMID: 25004798 DOI: 10.1016/j.isatra.2014.06.003
Source DB: PubMed Journal: ISA Trans ISSN: 0019-0578 Impact factor: 5.468