Feature Mining and Sensitivity Analysis with Adaptive Sparse Attention for Bearing Fault Diagnosis

Feature Mining and Sensitivity Analysis with Adaptive Sparse Attention for Bearing Fault Diagnosis

Bearing fault diagnosis for equipment-safe operation has a crucial role. In recent years, more achievements have been made in bearing fault diagnosis. However, for the fault diagnosis model, the representation and sensitivity of bearing fault features have a great influence on the diagnosis output r...

Full description

Bibliographic Details
Main Authors: Qinglei Jiang, Binbin Bao, Xiuqun Hou, Anzheng Huang, Jiajie Jiang, Zhiwei Mao
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
deep learning
attention mechanism
sparsity
fault mechanism
fault diagnosis
Online Access:https://www.mdpi.com/2076-3417/13/2/718

Internet

https://www.mdpi.com/2076-3417/13/2/718

Similar Items