In a rapidly transforming global energy landscape, renewable sources like wind and solar are increasingly central to power generation, but they bring new challenges. Unlike traditional power plants, which provide inherent stability through mechanical inertia, renewable energy systems lack this capability, leaving grids vulnerable to frequency fluctuations. To address this, researchers from Hunan University, Shanghai Jiao Tong University, Hunan City University, and the National Electric Power..