Title :
Detection of Rotor Faults in Brushless DC Motors Operating Under Nonstationary Conditions
Author :
Rajagopalan, Satish ; Aller, José M. ; Restrepo, José A. ; Habetler, Thomas G. ; Harley, Ronald G.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA
Abstract :
There are several applications where the motor is operating in continuous nonstationary operating conditions. Actuators and servo motors in the aerospace and transportation industries are examples of this kind of operation. Detection of faults in such applications is, however, challenging because of the need for complex signal processing techniques. Two novel methods using windowed Fourier ridges and Wigner-Ville-based distributions are proposed for the detection of rotor faults in brushless dc motors operating under continuous nonstationarity. Experimental results are presented to validate the concepts and illustrate the ability of the proposed algorithms to track and identify rotor faults. The proposed algorithms are also implemented on a digital signal processor to study their usefulness for commercial implementation
Keywords :
Fourier analysis; Wigner distribution; brushless DC motors; electric actuators; fault diagnosis; rotors; servomotors; Wigner-Ville-based distributions; actuators; aerospace industries; brushless dc motor; complex signal processing techniques; fault identification; fault tracking; rotor faults detection; servo motors; transportation industries; windowed Fourier ridges; Actuators; Aerospace industry; Brushless DC motors; DC motors; Fault detection; Rotors; Servomechanisms; Servomotors; Signal processing algorithms; Transportation; Condition monitoring; Wigner–Ville distribution (WVD); eccentricity; electric machines; nonstationary; rotor faults; spectrogram;
Journal_Title :
Industry Applications, IEEE Transactions on
DOI :
10.1109/TIA.2006.882613