Hybrid solar systems represent a promising advancement in renewable energy capture. These innovative setups effectively combine photovoltaic (PV) panels, which instantly convert sunlight into electricity, with solar thermal collectors . The thermal portion harnesses solar energy to create hot water or supply space warmth , as a result augmenting th