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

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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Quanling Zhang, Ningze Tang, Xing Fu, Hao Peng, Cuimei Bo, Cunsong Wang
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: MDPI AG 2023-04-01
Σειρά:Actuators
Θέματα:
bearing
multi-scale feature extractor
attention mechanism
domain adversarial
fault diagnosis
Διαθέσιμο Online:https://www.mdpi.com/2076-0825/12/5/188

Διαδίκτυο

https://www.mdpi.com/2076-0825/12/5/188

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