A new collaborative lifelong learning framework based on channel distillation and pseudo-feature replay for class-incremental bearing fault diagnosis
Structural Health Monitoring: An International Journal
Published online on October 21, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
Deep learning has achieved notable advancements in mechanical fault diagnosis and health monitoring. However, in real-world industrial settings, machinery may develop new fault types that models fail to recognize, resulting in diminished performance and ...
Deep learning has achieved notable advancements in mechanical fault diagnosis and health monitoring. However, in real-world industrial settings, machinery may develop new fault types that models fail to recognize, resulting in diminished performance and ...