Combination of principal component analysis and time-frequency representations of multichannel vibration data for gearbox fault detection

Combination of principal component analysis and time-frequency representations of multichannel vibration data for gearbox fault detection

A multichannel vibration data processing method in the context of local damage detection in gearboxes is presented in this paper. The purpose of the approach is to achieve more reliable information about local damage by using several channels in comparison to results obtained by single channel vibra...

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Bibliographic Details
Main Authors: Jacek Wodecki, Pawel Stefaniak, Jakub Obuchowski, Agnieszka Wylomanska, Radoslaw Zimroz
Format: Article
Language:English
Published: JVE International 2016-06-01
Series:Journal of Vibroengineering
Subjects:
local damage detection
gearbox
vibration
multichannel data
PCA
spectrogram
Online Access:https://www.jvejournals.com/article/17114

Internet

https://www.jvejournals.com/article/17114

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