This work was supported by the Hunan Provincial Natural Science Regional Joint Fund (2023JJ50341,2023JJ50340), Hunan Provincial Department of Education Outstanding Youth Project (23B0742,23C0319), Research on Hybrid Energy storage Configuration and Control Technology of Wind Farm with Active Response to frequency modulation and peak Regulation (DG2-D02-2023).