Motor Fault Diagnosis Using Attention-Based Multisensor Feature Fusion

In order to reduce the influence of environmental noise and different operating conditions on the accuracy of motor fault diagnosis, this paper proposes a capsule network method combining multi-channel signals and the efficient channel attention (ECA) mechanism, sampling the data from multiple senso...

Full description

Bibliographic Details
Main Authors: Zhuoyao Miao, Wenshan Feng, Zhuo Long, Gongping Wu, Le Deng, Xuan Zhou, Liwei Xie
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/17/16/4053