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. This paper is based on the traditional wind-storage combined power generation system. A two-dimensional cloud model is used to control the variable weight filter to analyze the relationship between filter time constant, energy storage capacity and power fluctuation. In order to take the battery charge state into account, and reduce battery cycle times, we take both the filter power and SOC of battery storage double constraints into consideration when we stabilize the wind power fluctuations.

Research on cloud model control strategy for wind farm and energy storage system