Home // EMERGING 2019, The Eleventh International Conference on Emerging Networks and Systems Intelligence // View article

Vibration Analysis with Application in Predictive Maintenance of Rolling Element Bearings

Authors:
Theodor D. Popescu
Dorel Aiordachioaie
Anisia Culea-Florescu

Keywords: Fault detection and diagnosis; Rolling element bearings; Optimal segmentation; Vibrating signals, Case study.

Abstract:
The paper presents vibration analysis problem with application in predictive maintenance of Rolling Elements Bearings (REB). After an overview of maintenance approach, the condition monitoring in predictive maintenance is presented. A general view on change detection problem, with application in vibration monitoring, precedes some experimental results obtained in REB operating, for multiple faults and faults which gradually occur, with the conceptual description of the algorithm used. The approach proved to offer more robust detection of faults in REB, able to assure proactive actions in predictive maintenance.

Pages: 28 to 33

Copyright: Copyright (c) IARIA, 2019

Publication date: September 22, 2019

Published in: conference

ISSN: 2326-9383

ISBN: 978-1-61208-740-5

Location: Porto, Portugal

Dates: from September 22, 2019 to September 26, 2019