Convolutional Neural Network Based on Spiral Arrangement of Features and Its Application in Bearing Fault Diagnosis

Convolutional Neural Network Based on Spiral Arrangement of Features and Its Application in Bearing Fault Diagnosis

With the coming of artificial intelligence and the era of big data, convolutional neural network (CNN) has become one of the research hotspots in many scientific fields. However, there exist serious edge information loss problems in the information transmission process of CNN. Therefore, in order to...

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Bibliographic Details
Main Authors: Fengtao Wang, Gang Deng, Linjie Ma, Xiaofei Liu, Hongkun Li
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Vibration signal
singular value decomposition
spiral matrix
convolutional neural network
fault diagnosis
Online Access:https://ieeexplore.ieee.org/document/8712463/

Internet

https://ieeexplore.ieee.org/document/8712463/

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