Wheelset Flat Inspection System (flat wheel) is installed on the main running line of urban rail vehicles, By installing high-precision vibration acceleration sensor on the rail to collect the impact on the rail when the wheels of various urban rail vehicles pass through, the rail shock waveform is analyzed by using data processing and pattern recognition technology, so as to realize the scratch detection of passing wheels.