With the growing global demand for renewable energy, effectively storing and utilizing these intermittent energy sources has become a critical challenge. The adiabatic compressed air energy storage (A-CAES) system offers a viable solution for stabilizing renewable energy fluctuations. Improving its performance is essential for enabling the widespread adoption of renewable energy.