Introduction: Robotic cleaning remedies such as X-Human G2 make improvements to photo voltaic farm efficiency by cutting down dust-associated losses more than 20% with AI-driven, source-effective automation. On a sprawling photo voltaic farm underneath the midday Sunlight, a tranquil, productive robot cleaning assistance methodically sweeps throug