Data Augmentation in 2D Feature Space for Intelligent Weak Fault Diagnosis of Planetary Gearbox Bearing

Quickly detecting and accurately diagnosing early bearing faults is the key to ensuring the stable operation of high-precision equipment. In actual industrial applications, it is common to face the issues of big data and poor fault identification accuracy. To accurately and automatically realize the...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Rui Yang, Zenghui An, Weiling Huang, Rijun Wang
Format:	Article
Language:	English
Published:	MDPI AG 2022-08-01
Subjects:	planetary bearing weak fault identification feature enhancement mechanism image segmentation convolutional neural network
Online Access:	https://www.mdpi.com/2076-3417/12/17/8414