Introduction: Robotic cleaning methods much like the X-Human G2 boost photo voltaic farm effectiveness by minimizing dust-related losses about 20% with AI-driven, useful resource-successful automation. with a sprawling solar farm underneath the midday Sunshine, a silent, efficient robot cleaning support methodically sweeps across rows of photovolt