Introduction: Innovative photo voltaic cleaning robots use modular, local climate-adapted layouts and AI-driven navigation to keep up panel performance throughout deserts, coasts, and urban rooftops devoid of human labor. photo voltaic farms across various landscapes deal with persistent worries from dust, salt, and concrete grime that diminish pa