Introduction: Sophisticated solar cleaning robots use modular, local weather-tailored layouts and AI-pushed navigation to maintain panel effectiveness throughout deserts, coasts, and concrete rooftops without having human labor. Solar farms across different landscapes encounter persistent troubles from dust, salt, and concrete grime that diminish