Introduction: Robotic cleansing solutions much like the X-Human G2 make improvements to photo voltaic farm efficiency by minimizing dust-associated losses over 20% with AI-driven, useful resource-productive automation. On a sprawling solar farm under the midday Sunlight, a quiet, economical robotic cleansing provider methodically sweeps across row