The system is installed on the warehousing line of urban rail vehicles, and uses optical section image measurement technology, high-precision displacement detection technology and image pattern recognition technology to dynamically and automatically detect the wheelset dimensions, wheel rolling circle scratches and tread surface defects of various urban rail vehicles on line.