In order to realize the target of wind power energy closing to "controlled as conventional power" characteristics, a new type of control method of wind power energy is explored in this paper. Based on existing control technique of wind power energy, added new ideas of energy storage, aimed at the basic functions of wind farm cluster coordinated control in three aspects, namely, active power control, reactive power and voltage control, and power system security and stability constraint, the strategy of hierarchical and distributed cluster coordinated control of large-scale wind farm grid connected is proposed from three aspects, namely, multi-time-scale, multi-space-scale and function-decoupling. The effect of wind farm cluster coordinated control strategy is verified by a wind farm cluster of a certain area in Xinjiang. The results show that the effect of wind farm cluster coordination control is superior to the wind independent traditional control. The conference is provided for realizing the target of wind power energy "as conventional power control" and realizing the vision of the smart grid.