Gearbox fault diagnosis using data fusion based on self-organizing map neural network

This article aims to provide an efficient fault diagnosis method for gearbox. A self-organizing map–based fault model is developed to provide effective diagnosis of the faults of gearboxes using the gear signals extracted from gearboxes operating with zero and three different types of faults. The ge...

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Bibliographic Details
Main Authors: Zhang Qiang, Gu Jieying, Liu Junming, Tian Ying, Zhang Shilei
Format: Article
Language:English
Published: SAGE Publishing 2020-05-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1177/1550147720923476