Title :
A comparison of spectrum estimation techniques for nonstationary signals in induction motor drive measurements
Author :
Aiello, Massimo ; Cataliotti, Antonio ; Nuccio, Salvatore
Author_Institution :
Electr., Electron., & Telecomunication Eng. Dept., Univ. di Palermo, Italy
Abstract :
This paper compares different spectrum estimation techniques applied to nonstationary signals in order to determine which is the most suitable in analyzing the spectral harmonic content of signals in a very close frequency band. The comparison examines a specific application in which spectral analysis is applied to nonstationary signals, such as currents or voltages in induction motor drives. A test signal and some performance parameters are defined. Experimental tests were carried out by applying different spectral analysis algorithms in order to compare their behavior in detecting defined harmonic frequencies. The results show that the chirp-Z transform outperforms other techniques especially when a restricted frequency band has to be analyzed.
Keywords :
Z transforms; frequency-domain analysis; harmonic analysis; induction motor drives; spectral analysis; chirp-Z transform; induction motor drive measurements; nonstationary signals; spectral analysis; spectral harmonic content; spectrum estimation; Frequency estimation; Frequency measurement; Induction motor drives; Sampling methods; Signal analysis; Signal processing; Signal resolution; Spectral analysis; Testing; Velocity measurement; Chirp-Z transform (CZT); nonstationary signals; spectral analysis;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2005.858519