Resonance-aware digital twin-driven data augmentation for bearing fault diagnosis under sample imbalance
Structural Health Monitoring: An International Journal
Published online on July 04, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Fault diagnosis and health monitoring of rolling bearings are crucial for ensuring the safe and reliable operation of mechanical equipment. However, the scarcity of labeled fault samples compared to the abundance of healthy data results in severe data ...
Fault diagnosis and health monitoring of rolling bearings are crucial for ensuring the safe and reliable operation of mechanical equipment. However, the scarcity of labeled fault samples compared to the abundance of healthy data results in severe data ...