Introduction: Robot cleansing providers with intelligent navigation and water-economical technologies Improve photo voltaic panel performance and lifespan though lowering routine maintenance time and water use. Neglecting frequent upkeep of photo voltaic panels can silently erode their performance, at times bringing about sizeable Vitality losses