Multiscale Convolutional Neural Network Based on Channel Space Attention for Gearbox Compound Fault Diagnosis

Multiscale Convolutional Neural Network Based on Channel Space Attention for Gearbox Compound Fault Diagnosis

Gearboxes are one of the most widely used speed and power transfer elements in rotating machinery. Highly accurate compound fault diagnosis of gearboxes is of great significance for the safe and reliable operation of rotating machinery systems. However, traditional compound fault diagnosis methods t...

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Bibliographic Details
Main Authors: Qinghong Xu, Hong Jiang, Xiangfeng Zhang, Jun Li, Lan Chen
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
gearboxes
compound faults
multiscale feature extraction
attentional mechanisms
multilabel classification
Online Access:https://www.mdpi.com/1424-8220/23/8/3827

Internet

https://www.mdpi.com/1424-8220/23/8/3827

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