Hybrid solar systems represent a promising advancement in renewable energy generation . These advanced setups effectively combine photovoltaic (PV) panels, which instantly transform sunlight into electricity, with solar thermal panels. The thermal portion utilizes solar energy to create hot water or deliver space warmth , thereby expanding the over