A novel fault diagnosis of high-speed train axle box bearings with adaptive curriculum self-paced learning under noisy labels
Structural Health Monitoring: An International Journal
Published online on January 31, 2025
Abstract
Structural Health Monitoring, Volume 25, Issue 3, Page 1850-1868, May 2026.
Due to uncontrollable or objective reasons, mismarked labels (i.e., noise labels) are inevitably generated in the supervised fault diagnosis dataset of train axle box bearings. Self-paced learning is an effective method to deal with noise, but it needs to ...
Due to uncontrollable or objective reasons, mismarked labels (i.e., noise labels) are inevitably generated in the supervised fault diagnosis dataset of train axle box bearings. Self-paced learning is an effective method to deal with noise, but it needs to ...