Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis

J. Rosero; J. Cusidó; A. Garcia Espinosa; J. A. Ortega; L. Romeral

doi:10.1109/ISIE.2007.4375165

Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis

J. Rosero^*
, J. Cusidó
, A. Garcia Espinosa
, J. A. Ortega
, L. Romeral

^*Corresponding author for this work

Polytechnic University of Catalonia

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

47 Citations (Scopus)

Abstract

This work is an approach to develop new and reliable tools in order to diagnose mechanical faults in PMSM motors under non constant working conditions. These kinds of faults (especially damaged bearings) are more present in the industry. The paper presents a theoretical overview of the different techniques for a joint time frequency analysis and an experimental study of detection and diagnosis of damaged bearings on a Permanent Magnet Synchronous Motor (PMSM). The experiments were performed with variable rotor speed in such a way that the conventional methods such as MCSA do not work well. The stator current is analysed by means of STFT and Gabor Spectrogram. Both results are presented and discussed.

Original language	English
Title of host publication	2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Proceedings
Pages	3415-3419
Number of pages	5
DOIs	https://doi.org/10.1109/ISIE.2007.4375165
Publication status	Published - 2007
Externally published	Yes
Event	2007 IEEE International Symposium on Industrial Electronics, ISIE 2007 - Caixanova - Vigo, Spain Duration: 4 Jun 2007 → 7 Jun 2007

Publication series

Name	IEEE International Symposium on Industrial Electronics

Conference

Conference	2007 IEEE International Symposium on Industrial Electronics, ISIE 2007
Country/Territory	Spain
City	Caixanova - Vigo
Period	4/06/07 → 7/06/07

Keywords

Bearing damage
Fault detection
Gabor Spectrogram
PMSM drives
STFT

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/ISIE.2007.4375165

Cite this

Rosero, J., Cusidó, J., Garcia Espinosa, A., Ortega, J. A., & Romeral, L. (2007). Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis. In 2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Proceedings (pp. 3415-3419). Article 4375165 (IEEE International Symposium on Industrial Electronics). https://doi.org/10.1109/ISIE.2007.4375165

Rosero, J. ; Cusidó, J. ; Garcia Espinosa, A. et al. / Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis. 2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Proceedings. 2007. pp. 3415-3419 (IEEE International Symposium on Industrial Electronics).

@inproceedings{9168af5ef21540cebfe37e50ab15376e,

title = "Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis",

abstract = "This work is an approach to develop new and reliable tools in order to diagnose mechanical faults in PMSM motors under non constant working conditions. These kinds of faults (especially damaged bearings) are more present in the industry. The paper presents a theoretical overview of the different techniques for a joint time frequency analysis and an experimental study of detection and diagnosis of damaged bearings on a Permanent Magnet Synchronous Motor (PMSM). The experiments were performed with variable rotor speed in such a way that the conventional methods such as MCSA do not work well. The stator current is analysed by means of STFT and Gabor Spectrogram. Both results are presented and discussed.",

keywords = "Bearing damage, Fault detection, Gabor Spectrogram, PMSM drives, STFT",

author = "J. Rosero and J. Cusid{\'o} and \{Garcia Espinosa\}, A. and Ortega, \{J. A.\} and L. Romeral",

year = "2007",

doi = "10.1109/ISIE.2007.4375165",

language = "English",

isbn = "1424407559",

series = "IEEE International Symposium on Industrial Electronics",

pages = "3415--3419",

booktitle = "2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Proceedings",

note = "2007 IEEE International Symposium on Industrial Electronics, ISIE 2007 ; Conference date: 04-06-2007 Through 07-06-2007",

}

Rosero, J, Cusidó, J, Garcia Espinosa, A, Ortega, JA & Romeral, L 2007, Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis. in 2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Proceedings., 4375165, IEEE International Symposium on Industrial Electronics, pp. 3415-3419, 2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Caixanova - Vigo, Spain, 4/06/07. https://doi.org/10.1109/ISIE.2007.4375165

Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis. / Rosero, J.; Cusidó, J.; Garcia Espinosa, A. et al.
2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Proceedings. 2007. p. 3415-3419 4375165 (IEEE International Symposium on Industrial Electronics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis

AU - Rosero, J.

AU - Cusidó, J.

AU - Garcia Espinosa, A.

AU - Ortega, J. A.

AU - Romeral, L.

PY - 2007

Y1 - 2007

N2 - This work is an approach to develop new and reliable tools in order to diagnose mechanical faults in PMSM motors under non constant working conditions. These kinds of faults (especially damaged bearings) are more present in the industry. The paper presents a theoretical overview of the different techniques for a joint time frequency analysis and an experimental study of detection and diagnosis of damaged bearings on a Permanent Magnet Synchronous Motor (PMSM). The experiments were performed with variable rotor speed in such a way that the conventional methods such as MCSA do not work well. The stator current is analysed by means of STFT and Gabor Spectrogram. Both results are presented and discussed.

AB - This work is an approach to develop new and reliable tools in order to diagnose mechanical faults in PMSM motors under non constant working conditions. These kinds of faults (especially damaged bearings) are more present in the industry. The paper presents a theoretical overview of the different techniques for a joint time frequency analysis and an experimental study of detection and diagnosis of damaged bearings on a Permanent Magnet Synchronous Motor (PMSM). The experiments were performed with variable rotor speed in such a way that the conventional methods such as MCSA do not work well. The stator current is analysed by means of STFT and Gabor Spectrogram. Both results are presented and discussed.

KW - Bearing damage

KW - Fault detection

KW - Gabor Spectrogram

KW - PMSM drives

KW - STFT

UR - https://www.scopus.com/pages/publications/50149090262

U2 - 10.1109/ISIE.2007.4375165

DO - 10.1109/ISIE.2007.4375165

M3 - Conference contribution

AN - SCOPUS:50149090262

SN - 1424407559

SN - 9781424407552

T3 - IEEE International Symposium on Industrial Electronics

SP - 3415

EP - 3419

BT - 2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Proceedings

T2 - 2007 IEEE International Symposium on Industrial Electronics, ISIE 2007

Y2 - 4 June 2007 through 7 June 2007

ER -

Rosero J, Cusidó J, Garcia Espinosa A, Ortega JA, Romeral L. Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis. In 2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Proceedings. 2007. p. 3415-3419. 4375165. (IEEE International Symposium on Industrial Electronics). doi: 10.1109/ISIE.2007.4375165

Broken bearings fault detection for a permanent magnet synchronous motor under non-constant working conditions by means of a joint time frequency analysis

Abstract

Publication series

Conference

Keywords

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this