Wind power energy is unpredictable, making it challenging to connect wind farms to the power grid. Energy storage devices can help by providing flexibility and compatibility. This review discusses how energy storage can be used with wind power to effectively integrate renewable energy into the grid. It covers the current development of energy storage devices, their characteristics, and application areas. The study also explores future trends in energy storage research.