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The initiative for wind power active power output control for grid security, economic and reliable operation has the important practical significance. This paper discussed the relation between wind farm output and qualitative system load. From the angle of reducing wind power grid-connected operation impact, proposed an improved wind power output control strategy. Under the consideration of peak load and wind farm power output control requirements, the configuration optimization scheme of energy storage device was proposed. And the proposed method was validated by simulation.