An Active Learning Method Based on Uncertainty and Complexity for Gearbox Fault Diagnosis

It is crucial to implement an effective and accurate fault diagnosis of a gearbox for mechanical systems. However, being composed of many mechanical parts, a gearbox has a variety of failure modes resulting in the difficulty of accurate fault diagnosis. Moreover, it is easy to obtain raw vibration s...

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Bibliographic Details
Main Authors: Jiayu Chen, Dong Zhou, Ziyue Guo, Jing Lin, Chuan Lyu, Chen Lu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8601196/