Research on Wind Power Prediction Method Considering Numerical Weather Forecast System
With the growth of global energy demand and the pressure of environmental protection,wind energy,as a clean and renewable energy source,has received widespread attention.However,the intermittency and volatility of wind power pose challenges to the stable operation of the power grid.The article proposes a wind power prediction method based on numerical weather forecasting by analyzing the characteristics and working principles of numerical weather forecasting systems,combined with the demand for wind power prediction.The effectiveness and reliability of the method are verified through virtual case analysis,and the results show that the prediction accuracy of the proposed method is significantly better than traditional methods.This study provides scientific basis and strong support for the operation and scheduling of wind farms and the stable operation of power systems,and has broad application prospects.
numerical weather forecastwind power predictionmeteorological datamodel optimization