Introduction: Intelligent photo voltaic panel cleaning robots with AI navigation and distant administration enhance efficiency and reduce labor throughout numerous fixed and tracking photo voltaic arrays. In these days’s photo voltaic Electrical power landscape, day-to-day routine maintenance routines usually pass up the mark, leading to panels