An Intelligent Deep Feature Learning Method With Improved Activation Functions for Machine Fault Diagnosis

An Intelligent Deep Feature Learning Method With Improved Activation Functions for Machine Fault Diagnosis

Rotating machinery has been developed with high complexity and precision, and bearings and gears are crucial components in the machinery system. Deep learning has attracted considerable attention from researchers in this area. The convolutional neural network (CNN) is a typical deep learning model t...

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Bibliographic Details
Main Authors: Wei You, Changqing Shen, Dong Wang, Liang Chen, Xingxing Jiang, Zhongkui Zhu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Rotating machinery
convolutional neural network
fault diagnosis
activation function
Online Access:https://ieeexplore.ieee.org/document/8944015/

Internet

https://ieeexplore.ieee.org/document/8944015/

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