Introduction: Intelligent photo voltaic panel cleansing robots with AI navigation and distant administration enhance performance and cut down labor across various fixed and monitoring photo voltaic arrays. In nowadays’s solar energy landscape, day by day upkeep routines generally pass up the mark, producing panels to get rid of performance on ac