Distribution-aware federated learning for wind turbine fault diagnosis in edge-cloud under data imbalance
Structural Health Monitoring: An International Journal
Published online on February 14, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
In the practical application of wind energy technology, the reliability of wind turbine systems is directly linked to the stable output of renewable electricity. Data imbalance in fault monitoring networks causes classification bias in diagnostic models, ...
In the practical application of wind energy technology, the reliability of wind turbine systems is directly linked to the stable output of renewable electricity. Data imbalance in fault monitoring networks causes classification bias in diagnostic models, ...