The article discusses a new intelligent control algorithm used in solar power systems to maximize energy generation. Traditional methods struggle to find the best power output, but this new algorithm can quickly locate the optimal point even in complex conditions like partial shading. By adjusting the system based on battery and load voltages, the algorithm achieves high-speed and precise tracking of the maximum power point. This approach improves the efficiency of photovoltaic systems using quasi-Z-source inverters, making them more effective in generating electricity from sunlight.