A Novel Attentional Feature Fusion with Inception Based on Capsule Network and Application to the Fault Diagnosis of Bearing with Small Data Samples

Fault diagnosis of bearing with small data samples is always a research hotspot in the field of bearing fault diagnosis. To solve the problem, a convolutional block attention module (CBAM)-based attentional feature fusion with an inception module based on a capsule network (Capsnet) is proposed in t...

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Bibliographic Details
Main Authors: Zengbing Xu, Ying Wang, Wen Xiong, Zhigang Wang
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Machines
Subjects:
Online Access:https://www.mdpi.com/2075-1702/10/9/789