Fault Diagnosis of Planetary Gearbox Based on Dynamic Simulation and Partial Transfer Learning

To address the problem of insufficient real-world data on planetary gearboxes, which makes it difficult to diagnose faults using deep learning methods, it is possible to obtain sufficient simulation fault data through dynamic simulation models and then reduce the difference between simulation data a...

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Bibliographic Details

Published in:	Biomimetics
Main Authors:	Mengmeng Song, Zicheng Xiong, Jianhua Zhong, Shungen Xiao, Jihua Ren
Format:	Article
Language:	English
Published:	MDPI AG 2023-08-01
Subjects:	planetary gearbox fault diagnosis dynamics simulation partial transfer learning
Online Access:	https://www.mdpi.com/2313-7673/8/4/361