Hybrid solar systems represent a significant advancement in renewable energy generation . These cutting-edge setups intelligently combine photovoltaic (PV) panels, which directly convert sunlight into electricity, with solar thermal collectors . The thermal portion harnesses solar energy to generate hot water or deliver space warmth , consequently