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Through non-contact image measurement method and 3D inspection technology based on structured light, the system accurately calculates data such as carbon skid wear, attitude offset, horizontal angle, etc., and effectively identifies defects such as carbon skid gap, bolt off, ram's horn off deformation, etc. The system pushes detection results and abnormal alarms in real time to ensure safe train operation and improve maintenance efficiency.