A knowledge and data collaboration-driven method with modified stacked broad autoencoder for few-shot bearing fault diagnosis
Structural Health Monitoring: An International Journal
Published online on March 27, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Data-driven fault diagnosis methods have made substantial advancements in bearing prediction and health management. However, the scarcity of fault samples hinders their application in engineering practice. To tackle this challenge, we put forward a novel ...
Data-driven fault diagnosis methods have made substantial advancements in bearing prediction and health management. However, the scarcity of fault samples hinders their application in engineering practice. To tackle this challenge, we put forward a novel ...