NDLI: The use of a modified Prony's method to track the broken rotor bars characteristic frequencies and amplitudes, in three-phase induction motors

Content Provider	IEEE Xplore Digital Library
Author	Sahraoui, M. Cardoso, A.J.M. Ghoggal, A.
Copyright Year	2014
Description	Author affiliation: LGEB, Univ. of Biskra, Biskra, Algeria (Sahraoui, M.) \|\| Res. Centre, Univ. of Beira, Covilha, Portugal (Cardoso, A.J.M.) \|\| Electr. Eng. Dept., Univ. of Biskra, Biskra, Algeria (Ghoggal, A.)
Abstract	The knowledge of the broken rotor bars characteristic frequencies and amplitudes has a great importance for all related diagnostic methods. The monitoring of motor faults requires a high resolution spectrum to separate different frequency components. The Discrete Fourier Transform (DFT) has been widely used to achieve these requirements. However, DFT can give meaningful information only for stationary harmonics which cannot be guaranteed in real cases. In addition, a long data sequence is necessary for DFT to get high frequency resolution. Nevertheless, the signals are time-varying, and the steady-state conditions can be lost for a long time acquisition. As a solution for these problems, this paper proposes an efficient time-domain technique based on a modified Prony's method for the estimation of the frequencies/amplitudes of broken rotor bar faults. Using this technique, the stator current is divided into short overlapped time windows, and each one is analyzed by the Least Squares Prony's method. The proposed technique provides a linear-time frequency/amplitude representation with high frequency resolution and adjustable time resolution. It is shown that this technique allows tracking the frequencies and amplitudes of the sidebands around the fundamental frequency component with a very high accuracy. The efficiency of the proposed method is verified by simulation and experimental tests.
Starting Page	210
Ending Page	215
File Size	569129
Page Count	6
File Format	PDF
ISBN	9781479947492
DOI	10.1109/SPEEDAM.2014.6871940
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-06-18
Publisher Place	Italy
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	MCSA Time-frequency analysis Filtering Discrete Fourier transforms Rotors Prony's method Harmonic analysis Frequency estimation Frequency resolution Mathematical model Power harmonic filters
Content Type	Text
Resource Type	Article

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