“A hybrid energy storage system configuration scheme for wind power stabilization is proposed to address the issues of volatility and discontinuity in wind power generation. Lithium ion batteries and supercapacitors are integrated into the wind power system to solve the problem of wind power instability. The research progress in the field of new energy generation is introduced. The research team has established a full lifecycle optimization configuration model for hybrid energy storage systems, providing a solution to the stability problem of wind power grid connection.”