Hybrid solar systems represent a significant advancement in renewable energy generation . These advanced setups intelligently combine photovoltaic (PV) panels, which immediately transform sunlight into electricity, with solar thermal systems . The thermal component utilizes solar heat to produce hot water or deliver space temperature, consequently