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

Bo Liang

doi:10.1109/ICPE.2015.7167987

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

Bo Liang

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

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 language	English
Title of host publication	9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), (Seoul, 1-5 June 2015)
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1579-1584
Number of pages	6
ISBN (Electronic)	9788957082546
ISBN (Print)	9781479988006
DOIs	https://doi.org/10.1109/ICPE.2015.7167987
Publication status	Published - 30 Jul 2015
Externally published	Yes
Event	9th International Conference on Power Electronics and ECCE Asia - Seoul, South Korea, Korea, Democratic People's Republic of Duration: 1 Jun 2015 → 5 Jun 2015 Conference number: 9

Conference

Conference	9th International Conference on Power Electronics and ECCE Asia
Abbreviated title	ICPE-ECCE Asia
Country/Territory	Korea, Democratic People's Republic of
City	South Korea
Period	1/06/15 → 5/06/15

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10.1109/ICPE.2015.7167987Licence: Unspecified

Cite this

@inproceedings{9490806520e840a392812d9b4667a61e,

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",

year = "2015",

month = jul,

day = "30",

doi = "10.1109/ICPE.2015.7167987",

language = "English",

isbn = "9781479988006",

pages = "1579--1584",

booktitle = "9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), (Seoul, 1-5 June 2015)",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

note = "9th International Conference on Power Electronics and ECCE Asia, ICPE-ECCE Asia ; Conference date: 01-06-2015 Through 05-06-2015",

}

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 proceeding › Conference contribution › peer-review

TY - GEN

T1 - The Higher Order Spectrum Analysis for Fault Pattern Extraction of Induction Motors

AU - Liang, Bo

N1 - Conference code: 9

PY - 2015/7/30

Y1 - 2015/7/30

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.

KW - Induction motors

KW - Rotors

KW - Stators

KW - Spectral analysis

KW - Vibrations

KW - Harmonic analysis

KW - Couplings

UR - http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1002517

U2 - 10.1109/ICPE.2015.7167987

DO - 10.1109/ICPE.2015.7167987

M3 - Conference contribution

SN - 9781479988006

SP - 1579

EP - 1584

BT - 9th International Conference on Power Electronics and ECCE Asia (ICPE-ECCE Asia), (Seoul, 1-5 June 2015)

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 9th International Conference on Power Electronics and ECCE Asia

Y2 - 1 June 2015 through 5 June 2015

ER -

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

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Bo Liang

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

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Bo Liang

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