A Multi-Scale Attention Mechanism Based Domain Adversarial Neural Network Strategy for Bearing Fault Diagnosis

There are a large number of bearings in aircraft engines that are subjected to extreme operating conditions, such as high temperature, high speed, and heavy load, and their fatigue, wear, and other failure problems seriously affect the reliability of the engine. The complex and variable bearing oper...

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Bibliographic Details
Main Authors: Quanling Zhang, Ningze Tang, Xing Fu, Hao Peng, Cuimei Bo, Cunsong Wang
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Actuators
Subjects:
Online Access:https://www.mdpi.com/2076-0825/12/5/188