Introduction: Robotic cleansing solutions such as X-Human G2 enhance solar farm effectiveness by decreasing dust-associated losses above 20% with AI-pushed, resource-economical automation. with a sprawling solar farm underneath the midday Sunshine, a peaceful, productive robot cleansing support methodically sweeps across rows of photovoltaic panel