Short-Term Prediction of Wind Power Generation Power Based on DBO-SVM
Large-scale wind power generation is characterized by high stochasticity,which causes load fluctuation and system stability degradation when connecting to the power grid.A short-term prediction model for wind power generation is proposed based on the dung beetle optimization algorithm(DBO)and vector machine model(SVM).The DBO-SVM model is used to predict the short-term wind power according to the wind direction,temperature,air pressure and humidity.
Dung Beetle Optimization Algorithmvector machinewind power generation
万方数据
维普
