Introduction: Innovative photo voltaic cleaning robots use modular, local weather-tailored types and AI-driven navigation to maintain panel efficiency across deserts, coasts, and concrete rooftops without human labor. photo voltaic farms throughout varying landscapes face persistent troubles from dust, salt, and urban grime that diminish panel gen