A Fault Diagnosis Method Based on Transfer Convolutional Neural Networks

A Fault Diagnosis Method Based on Transfer Convolutional Neural Networks

Early fault detection and diagnosis can increase the stability, reliability and safety of manufacturing equipment. It can be used for protection against unforeseen emergencies in manufacturing system. Recently, fault diagnosis (FD) methods based on deep learning (DL) have become a research hotspot f...

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Bibliographic Details
Main Authors: Qing Liu, Chenxi Huang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Fault diagnosis
data-driven
CNN
transfer learning
fine-tuning
Online Access:https://ieeexplore.ieee.org/document/8913548/

Internet

https://ieeexplore.ieee.org/document/8913548/

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