Title :
The Detection of Unbalanced Faults in Inverter-Fed Induction Machines
Author :
Barendse, P.S. ; Pillay, P.
Author_Institution :
Univ. of Cape Town, Cape Town
Abstract :
Fault diagnosis of electrical machines has primarily been focused on steady state operation of the machine due to the limitations in signal processing techniques. However, the advancement in this area has led to the development of a new class of algorithms which are time-frequency based signal processing techniques. In this paper we explore the concept of identifying faults by analyzing the transient machine currents. We apply a new transient technique which extracts the nonstationary fundamental current component and analyzes the residual currents using wavelets. It will be shown that the technique shows a considerable improvement in detecting unbalanced faults in drive-connected induction machines.
Keywords :
asynchronous machines; fault diagnosis; induction motor drives; invertors; rotors; signal processing; time-frequency analysis; transient analysis; wavelet transforms; AC drives; condition monitoring; drive-connected induction machines; electrical machines; fault diagnosis; inverter-fed induction machines; nonstationary fundamental current component; residual currents; steady state operation; time-frequency based signal processing techniques; transient machine currents; transient technique; unbalanced fault detection; unbalanced rotor; wavelets; Condition monitoring; Fault detection; Fault diagnosis; Frequency; Induction machines; Induction motors; Signal processing algorithms; Stators; Steady-state; Transient analysis; AC drives; condition monitoring; induction machine; unbalanced rotor; wavelets;
Conference_Titel :
Diagnostics for Electric Machines, Power Electronics and Drives, 2007. SDEMPED 2007. IEEE International Symposium on
Conference_Location :
Cracow
Print_ISBN :
978-1-4244-1061-3
Electronic_ISBN :
978-1-4244-1062-0
DOI :
10.1109/DEMPED.2007.4393069