AI-driven solar maintenance robots are autonomous systems designed to monitor, clean, and repair solar panels using artificial intelligence. They use sensors, computer vision, and machine-learning algorithms to detect faults, optimize cleaning schedules, and navigate solar farms efficiently. By reducing manual labor, increasing panel efficiency, and enabling predictive maintenance, these robots help lower operational costs and improve the overall performance and lifespan of solar energy installations.