The Higher Order Spectrum Analysis for Fault Pattern Extraction of Induction Motors

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

This paper presents an application based on higher order spectra (HOS) for fault pattern extraction of induction motors. The focus was put on one of major HOS measures, the bispectrum in particular. The bispectrum is the third-order frequency domain measure, which contains information that conventional spectral analysis techniques cannot provide. A series of experiments for fault diagnosis of induction motors by vibration bispectrum analysis were carried out. The experimental results showed that the bispectrum of vibration could significantly suppress the noise and therefore highlight the relevant fault symptoms. It was also found that there were unique bispectrum patterns for different faults of induction motors.
Original languageEnglish
Title of host publication9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), (Seoul, 1-5 June 2015)
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1579-1584
Number of pages6
ISBN (Electronic)9788957082546
ISBN (Print)9781479988006
DOIs
Publication statusPublished - 30 Jul 2015
Externally publishedYes
Event9th International Conference on Power Electronics and ECCE Asia - Seoul, South Korea, Korea, Democratic People's Republic of
Duration: 1 Jun 20155 Jun 2015
Conference number: 9

Conference

Conference9th International Conference on Power Electronics and ECCE Asia
Abbreviated titleICPE-ECCE Asia
CountryKorea, Democratic People's Republic of
CitySouth Korea
Period1/06/155/06/15

Fingerprint

Induction motors
Spectrum analysis
Vibration analysis
Failure analysis
Experiments

Cite this

Liang, B. (2015). The Higher Order Spectrum Analysis for Fault Pattern Extraction of Induction Motors. In 9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), (Seoul, 1-5 June 2015) (pp. 1579-1584). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICPE.2015.7167987
Liang, Bo. / The Higher Order Spectrum Analysis for Fault Pattern Extraction of Induction Motors. 9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), (Seoul, 1-5 June 2015). Institute of Electrical and Electronics Engineers Inc., 2015. pp. 1579-1584
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title = "The Higher Order Spectrum Analysis for Fault Pattern Extraction of Induction Motors",
abstract = "This paper presents an application based on higher order spectra (HOS) for fault pattern extraction of induction motors. The focus was put on one of major HOS measures, the bispectrum in particular. The bispectrum is the third-order frequency domain measure, which contains information that conventional spectral analysis techniques cannot provide. A series of experiments for fault diagnosis of induction motors by vibration bispectrum analysis were carried out. The experimental results showed that the bispectrum of vibration could significantly suppress the noise and therefore highlight the relevant fault symptoms. It was also found that there were unique bispectrum patterns for different faults of induction motors.",
keywords = "Induction motors, Rotors, Stators, Spectral analysis, Vibrations, Harmonic analysis, Couplings",
author = "Bo Liang",
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language = "English",
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Liang, B 2015, The Higher Order Spectrum Analysis for Fault Pattern Extraction of Induction Motors. in 9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), (Seoul, 1-5 June 2015). Institute of Electrical and Electronics Engineers Inc., pp. 1579-1584, 9th International Conference on Power Electronics and ECCE Asia, South Korea, Korea, Democratic People's Republic of, 1/06/15. https://doi.org/10.1109/ICPE.2015.7167987

The Higher Order Spectrum Analysis for Fault Pattern Extraction of Induction Motors. / Liang, Bo.

9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), (Seoul, 1-5 June 2015). Institute of Electrical and Electronics Engineers Inc., 2015. p. 1579-1584.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Liang, Bo

PY - 2015/7/30

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N2 - This paper presents an application based on higher order spectra (HOS) for fault pattern extraction of induction motors. The focus was put on one of major HOS measures, the bispectrum in particular. The bispectrum is the third-order frequency domain measure, which contains information that conventional spectral analysis techniques cannot provide. A series of experiments for fault diagnosis of induction motors by vibration bispectrum analysis were carried out. The experimental results showed that the bispectrum of vibration could significantly suppress the noise and therefore highlight the relevant fault symptoms. It was also found that there were unique bispectrum patterns for different faults of induction motors.

AB - This paper presents an application based on higher order spectra (HOS) for fault pattern extraction of induction motors. The focus was put on one of major HOS measures, the bispectrum in particular. The bispectrum is the third-order frequency domain measure, which contains information that conventional spectral analysis techniques cannot provide. A series of experiments for fault diagnosis of induction motors by vibration bispectrum analysis were carried out. The experimental results showed that the bispectrum of vibration could significantly suppress the noise and therefore highlight the relevant fault symptoms. It was also found that there were unique bispectrum patterns for different faults of induction motors.

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KW - Stators

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KW - Vibrations

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KW - Couplings

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Liang B. The Higher Order Spectrum Analysis for Fault Pattern Extraction of Induction Motors. In 9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), (Seoul, 1-5 June 2015). Institute of Electrical and Electronics Engineers Inc. 2015. p. 1579-1584 https://doi.org/10.1109/ICPE.2015.7167987