The thesis presents a numerical modeling and performance analysis of solar-powered adsorption cooling systems, addressing the issue of high electricity demand for cooling in Turkey. It evaluates various adsorption cycles, conditions, and models, concluding that implementing heat recovery can enhance system performance, while future work will involve further modeling and experimental validation. The study emphasizes the need for sustainable solutions to meet increasing cooling loads, especially in coastal regions like Antalya.