The system precisely calculates data such as carbon slider wear, attitude deviation, and horizontal angle through non-contact image measurement and three-dimensional detection technology based on structured light. It can also effectively identify defects such as notches on the carbon slider, bolt detachment, and deformation due to the detachment of the horn. The system pushes the detection results and abnormal alarms in real time, ensuring the safe operation of trains and improving maintenance efficiency.