Progressive Improved Convolutional Neural Network for Avionics Fault Diagnosis

Progressive Improved Convolutional Neural Network for Avionics Fault Diagnosis

Among deep learning methods, convolutional neural networks (CNNs) are able to extract features automatically and have increasingly been used in intelligent fault diagnosis studies. However, studies seldomly concentrate on the weakness associated with a highly imbalanced distribution of fault types d...

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Bibliographic Details
Main Authors: Shuwen Chen, Hongjuan Ge, Jing Li, Michael Pecht
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Fault diagnosis
convolutional neural network
imbalanced classification
confusable fault types
Online Access:https://ieeexplore.ieee.org/document/8905998/

Internet

https://ieeexplore.ieee.org/document/8905998/

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