ECNN: Intelligent Fault Diagnosis Method Using Efficient Convolutional Neural Network

ECNN: Intelligent Fault Diagnosis Method Using Efficient Convolutional Neural Network

With outstanding deep feature learning and nonlinear classification abilities, Convolutional Neural Networks (CNN) have been gradually applied to deal with various fault diagnosis tasks. Affected by variable working conditions and strong noises, the empirical datum always has different probability d...

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Bibliographic Details
Main Authors: Chao Zhang, Qixuan Huang, Chaoyi Zhang, Ke Yang, Liye Cheng, Zhan Li
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Actuators
Subjects:
intelligent fault diagnosis
efficient convolutional neural network
pyramidal dilated convolution
residual neural network
feature calibration and fusion
Online Access:https://www.mdpi.com/2076-0825/11/10/275

Internet

https://www.mdpi.com/2076-0825/11/10/275

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