A swin transformer-based fault diagnosis method with dynamic feature routing and spectrum awareness
Journal of Vibration and Control
Published online on February 17, 2026
Abstract
Journal of Vibration and Control, Ahead of Print.
In industrial practical applications, the vibration signals of rolling bearings are often overwhelmed by strong background noise, resulting in a significant decline in the performance of traditional deep learning models. Although the Transformer is good ...
In industrial practical applications, the vibration signals of rolling bearings are often overwhelmed by strong background noise, resulting in a significant decline in the performance of traditional deep learning models. Although the Transformer is good ...