Introduction: robotic cleansing services with smart navigation and h2o-effective technological know-how boost photo voltaic panel effectiveness and lifespan though lowering upkeep time and h2o use. Neglecting frequent maintenance of photo voltaic panels can silently erode their efficiency, occasionally resulting in significant Electricity losses t