For large-scale ground fixed support projects, a customized cleaning robot scheme is designed based on the layout of the power station. The weather resistance design of the robot adapts to harsh outdoor environments, and intelligent obstacle crossing and posture recognition ensure reliable obstacle crossing of the cleaning robot. The intelligent IOT combined with cloud control realizes fully automatic unmanned intervention management.