Roller Bearing Monitoring by New Subspace-Based Damage Indicator

Roller Bearing Monitoring by New Subspace-Based Damage Indicator

A frequency-band subspace-based damage identification method for fault diagnosis in roller bearings is presented. Subspace-based damage indicators are obtained by filtering the vibration data in the frequency range where damage is likely to occur, that is, around the bearing characteristic frequenci...

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Bibliographic Details
Main Authors: G. Gautier, R. Serra, J.-M. Mencik
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2015/828093
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spelling doaj-7d784f8d6c5e4d45987ab85408f10c0a2020-11-24T22:12:54ZengHindawi LimitedShock and Vibration1070-96221875-92032015-01-01201510.1155/2015/828093828093Roller Bearing Monitoring by New Subspace-Based Damage IndicatorG. Gautier0R. Serra1J.-M. Mencik2INSA Centre Val de Loire, Laboratoire de Mécanique et Rhéologie EA 2640, 3 rue de la Chocolaterie, CS 23410, 41034 Blois Cedex, FranceINSA Centre Val de Loire, Laboratoire de Mécanique et Rhéologie EA 2640, 3 rue de la Chocolaterie, CS 23410, 41034 Blois Cedex, FranceINSA Centre Val de Loire, Laboratoire de Mécanique et Rhéologie EA 2640, 3 rue de la Chocolaterie, CS 23410, 41034 Blois Cedex, FranceA frequency-band subspace-based damage identification method for fault diagnosis in roller bearings is presented. Subspace-based damage indicators are obtained by filtering the vibration data in the frequency range where damage is likely to occur, that is, around the bearing characteristic frequencies. The proposed method is validated by considering simulated data of a damaged bearing. Also, an experimental case is considered which focuses on collecting the vibration data issued from a run-to-failure test. It is shown that the proposed method can detect bearing defects and, as such, it appears to be an efficient tool for diagnosis purpose.http://dx.doi.org/10.1155/2015/828093
collection DOAJ
language English
format Article
sources DOAJ
author G. Gautier
R. Serra
J.-M. Mencik
spellingShingle G. Gautier
R. Serra
J.-M. Mencik
Roller Bearing Monitoring by New Subspace-Based Damage Indicator
Shock and Vibration
author_facet G. Gautier
R. Serra
J.-M. Mencik
author_sort G. Gautier
title Roller Bearing Monitoring by New Subspace-Based Damage Indicator
title_short Roller Bearing Monitoring by New Subspace-Based Damage Indicator
title_full Roller Bearing Monitoring by New Subspace-Based Damage Indicator
title_fullStr Roller Bearing Monitoring by New Subspace-Based Damage Indicator
title_full_unstemmed Roller Bearing Monitoring by New Subspace-Based Damage Indicator
title_sort roller bearing monitoring by new subspace-based damage indicator
publisher Hindawi Limited
series Shock and Vibration
issn 1070-9622
1875-9203
publishDate 2015-01-01
description A frequency-band subspace-based damage identification method for fault diagnosis in roller bearings is presented. Subspace-based damage indicators are obtained by filtering the vibration data in the frequency range where damage is likely to occur, that is, around the bearing characteristic frequencies. The proposed method is validated by considering simulated data of a damaged bearing. Also, an experimental case is considered which focuses on collecting the vibration data issued from a run-to-failure test. It is shown that the proposed method can detect bearing defects and, as such, it appears to be an efficient tool for diagnosis purpose.
url http://dx.doi.org/10.1155/2015/828093
work_keys_str_mv AT ggautier rollerbearingmonitoringbynewsubspacebaseddamageindicator
AT rserra rollerbearingmonitoringbynewsubspacebaseddamageindicator
AT jmmencik rollerbearingmonitoringbynewsubspacebaseddamageindicator
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