Unsupervised bearing fault diagnosis and noise-robust data cleaning using a Swin transformer-based dual-module framework
Journal of Vibration and Control
Published online on January 22, 2026
Abstract
Journal of Vibration and Control, Ahead of Print.
Bearings are essential components in high-speed train bogies, playing a crucial role in ensuring safe and reliable operation. In recent years, data-driven intelligent fault diagnosis methods have demonstrated impressive performance. However, most existing ...
Bearings are essential components in high-speed train bogies, playing a crucial role in ensuring safe and reliable operation. In recent years, data-driven intelligent fault diagnosis methods have demonstrated impressive performance. However, most existing ...