Firstly Continuous prediction method and grey forecasting model and LSSVM forecasting model is established for wind power forecast separately in this paper. Secondly through using prediction errors of the models, an adaptively weighted combination forecasting model is created. The simulation results indicate that the proposed combination forecasting model can give full play to the advantages of each model and improve the prediction precision effectively.