Introduction: Cleaning robots now clear one–2 megawatts of photo voltaic panels everyday, improving security, effectiveness, and efficiency in industrial B2B photo voltaic functions. latest rooftop photo voltaic inspections revealed recurring delays as a consequence of manual cleaning troubles. Ope