Diagnosis of Localized Faults in Multistage Gearboxes: A Vibrational Approach by Means of Automatic EMD-Based Algorithm
Joint Authors
Mucchi, Emiliano
Dalpiaz, Giorgio
Buzzoni, M.
D’Elia, G.
Source
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-22, 22 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-10-30
Country of Publication
Egypt
No. of Pages
22
Main Subjects
Abstract EN
The gear fault diagnosis on multistage gearboxes by vibration analysis is a challenging task due to the complexity of the vibration signal.
The localization of the gear fault occurring in a wheel located in the intermediate shaft can be particularly complex due to the superposition of the vibration signature of the synchronous wheels.
Indeed, the gear fault detection is commonly restricted to the identification of the stage containing the faulty gear rather than the faulty gear itself.
In this context, the paper advances a methodology which combines the Empirical Mode Decomposition and the Time Synchronous Average in order to separate the vibration signals of the synchronous gears mounted on the same shaft.
The physical meaningful modes are selected by means of a criterion based on Pearson’s coefficients and the fault detection is performed by dedicated condition indicators.
The proposed method is validated taking into account simulated vibrations signals and real ones.
American Psychological Association (APA)
Buzzoni, M.& Mucchi, Emiliano& D’Elia, G.& Dalpiaz, Giorgio. 2017. Diagnosis of Localized Faults in Multistage Gearboxes: A Vibrational Approach by Means of Automatic EMD-Based Algorithm. Shock and Vibration،Vol. 2017, no. 2017, pp.1-22.
https://search.emarefa.net/detail/BIM-1205084
Modern Language Association (MLA)
Buzzoni, M.…[et al.]. Diagnosis of Localized Faults in Multistage Gearboxes: A Vibrational Approach by Means of Automatic EMD-Based Algorithm. Shock and Vibration No. 2017 (2017), pp.1-22.
https://search.emarefa.net/detail/BIM-1205084
American Medical Association (AMA)
Buzzoni, M.& Mucchi, Emiliano& D’Elia, G.& Dalpiaz, Giorgio. Diagnosis of Localized Faults in Multistage Gearboxes: A Vibrational Approach by Means of Automatic EMD-Based Algorithm. Shock and Vibration. 2017. Vol. 2017, no. 2017, pp.1-22.
https://search.emarefa.net/detail/BIM-1205084
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1205084