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Erschienen in: The International Journal of Advanced Manufacturing Technology 9-12/2019

05.08.2019 | ORIGINAL ARTICLE

Bearing fault diagnosis in rotating machinery based on cepstrum pre-whitening of vibration and acoustic emission

verfasst von: David Ibarra-Zarate, Oscar Tamayo-Pazos, Antonio Vallejo-Guevara

Erschienen in: The International Journal of Advanced Manufacturing Technology | Ausgabe 9-12/2019

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Abstract

In this study, an experimental system was built to acquire vibration and acoustic emission (AE) signals from faulted bearings methodology based on cepstrum pre-whitening (CPW), tested for vibration signals, and was applied for both types of signals to compare and enhance results on machining condition monitoring. The methodology was applied to 9 vibration and 9 AE signals from the experimental system database. For the 18 analyzed signals, in 5 the identification of fault components was easily made, in 12 the fault identification was possible, and in 1 the identification was not completed. The comparison between vibration and AE from 9 tests of experimental system results in 6, vibration has a better result than AE, specifically in the inner race and rolling element faults, for the remaining 3 tests that correspond to outer race fault, AE has a better result.

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Metadaten
Titel
Bearing fault diagnosis in rotating machinery based on cepstrum pre-whitening of vibration and acoustic emission
verfasst von
David Ibarra-Zarate
Oscar Tamayo-Pazos
Antonio Vallejo-Guevara
Publikationsdatum
05.08.2019
Verlag
Springer London
Erschienen in
The International Journal of Advanced Manufacturing Technology / Ausgabe 9-12/2019
Print ISSN: 0268-3768
Elektronische ISSN: 1433-3015
DOI
https://doi.org/10.1007/s00170-019-04171-6

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