Introduction: cleansing robots now cleanse one–two megawatts of solar panels everyday, boosting protection, effectiveness, and efficiency in business B2B photo voltaic functions. latest rooftop solar inspections exposed recurring delays as a consequence of manual cleaning issues. Operator