The integration of digital twin technology into wind turbine maintenance represents a significant advancement in the renewable energy sector. By enabling real-time monitoring and predictive analytics, ...

This paper proposes a new fault detection and identification framework for drivetrain gearboxes of wind turbines equipped with doubly-fed induction generators (DFIGs) based on the fusion of DFIG ...

Data collected from the supervisory control and data acquisition (SCADA) system are widely used in wind farms to detect wind turbines' (WTs) faults. However, it is challenging to extract wind turbines ...