Zhan Lian

Offshore Wind Turbine Gearbox Fault Identification Using Multi-Domain Feature Fusion and Hybrid Ensemble Learning

Gearbox faults are a major cause of downtime and maintenance costs in offshore wind turbines. This paper presents a gearbox fault identification method that combines multi-domain feature fusion with a hybrid ensemble learning framework. Time-domain statistical features and frequency-domain spectral features are extract...