A new methodology for fault detection in rolling element bearings using singular spectrum analysis

This paper proposes a vibration-based methodology for fault detection in rolling element bearings, which is based on pure data analysis via singular spectrum method. The method suggests building a baseline space from feature vectors made of the signals measured in the healthy/baseline bearing condit...

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Bibliographic Details
Main Authors: Bugharbee Hussein Al, Trendafilova Irina
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201814814002