Introduction: Intelligent solar panel cleansing robots with AI navigation and remote management enhance effectiveness and lessen labor across varied set and monitoring photo voltaic arrays. In today’s photo voltaic Electricity landscape, daily upkeep routines frequently miss the mark, triggering panels to shed effectiveness due to gathered dust