Introduction: Sophisticated solar cleaning robots use modular, climate-tailored layouts and AI-pushed navigation to keep up panel effectiveness throughout deserts, coasts, and urban rooftops with no human labor. Solar farms throughout various landscapes deal with persistent worries from dust, salt, and urban grime that diminish panel general perfo