In combination of phase space reconstruction theory and the advantage of LSSVM, this paper proposes a kind of forecasting method for wind power based on chaotic LSSVM, making use of the feedback mechanism of error evaluation function. By the feed back mechanism, wind power model with reasonable parameters is designed. The simulation results show that the proposed forecasting model has better nonlinear fitting capability and more precise forecasting. 