Hybrid solar systems represent a noteworthy advancement in renewable energy generation . These advanced setups seamlessly merge photovoltaic (PV) panels, which instantly convert sunlight into electricity, with solar thermal panels. The thermal portion captures solar power to generate hot water or provide space warmth , consequently expanding the co