Hybrid solar systems represent a noteworthy advancement in renewable energy capture. These advanced setups intelligently integrate photovoltaic (PV) panels, which immediately change sunlight into electricity, with solar thermal collectors . The thermal component captures solar power to generate hot water or supply space temperature, consequently ex