Integrating data-driven and physics-based approaches for robust wind power prediction: A comprehensive ML-PINN-Simulink framework
AUGUST 7, 2025
A detailed MATLAB Simulink model was developed to replicate turbine behaviour under identical wind conditions, physically, providing robust validation for ML predictions. The Stacking ensemble demonstrated superior performance, achieving an exceptional R2 of 0.998 and RMSE of 0.11, significantly outperforming individual algorithms.
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