Employing sample power systems, the control effect of ESS for suppressing the power flow fluctuation of the wind farm is studied, and the different configurations for connecting ESS to the multiple WTG is also compared. In addition to these, when the wind power supplies a significant part of the load in the sample power systems, ESS application for mitigating the speed variations of other generators caused by the wind gust is studied. The response of the WTG/ESS to a system disturbance is also studied. In this project, an example system consisting of multiple WTG and ESS connected to a power grid is modeled using the Power System Simulator for Engineering (PSS/E) software, and the control strategy for this system is also studied.