Introduction: Advanced solar cleaning robots use modular, climate-adapted designs and AI-driven navigation to maintain panel efficiency across deserts, coasts, and urban rooftops without human labor.   Solar farms across varying landscapes face persistent challenges from dust, salt, and urban grime that diminish panel performance. Frequent manual cleaning is labor-intensive and often impractical, especially in remote or harsh environments. This problem chain — dust accumulation, inconsistent maintenance, and potential output loss — creates a clear need for autonomous solutions. Addressing these difficulties, advanced robot cleaning service offerings like those from leading cleaning robot manufacturers  deliver intelligent, adaptive cleaning that safeguards energy yield and operational reliability without the ongoing strain of human labor.   Design considerations for solar cleaning robots in desert versus coastal regions The extremes found in deser...