Introduction: Highly developed photo voltaic cleaning robots use modular, weather-tailored patterns and AI-pushed navigation to take care of panel efficiency throughout deserts, coasts, and urban rooftops without human labor. Solar farms throughout varying landscapes deal with persistent issues from dust, salt, and concrete grime that diminish pan