In the process of train operation, the contact friction between wheel and track will change the size of wheel set. In order to ensure the safe operation of train, it is of great significance to detect the change of wheel set size timely and accurately. On the basis of summarizing the research at home and abroad, the online dynamic detection technology of wheel set size is studied. Firstly, the overall architecture of the wheel set size online detection system is studied, the working principle of each detection module is explained, and the installation parameters of the laser displacement sensor are designed. Secondly, the machine learning algorithm of online dynamic detection technology of wheel set size is studied. The passing wheel sets are photographed by CCD camera, and then the three-dimensional model is reconstructed by point cloud data, and then the parameters of each part are measured and calculated according to the model. The wheel set size can be obtained.
机构:
Zhengzhou Univ, Sch Phys Educ, Main Campus, Zhengzhou 450001, Henan, Peoples R ChinaZhengzhou Univ, Sch Phys Educ, Main Campus, Zhengzhou 450001, Henan, Peoples R China
Chu, Zhesen
Li, Min
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机构:
Jiaozuo Normal Coll, English & Econ & Trade Dept, Jiaozuo 454000, Henan, Peoples R ChinaZhengzhou Univ, Sch Phys Educ, Main Campus, Zhengzhou 450001, Henan, Peoples R China
机构:
Xihua Univ, Sch Literature & Journalism, Chengdu 610039, Sichuan, Peoples R ChinaXihua Univ, Sch Literature & Journalism, Chengdu 610039, Sichuan, Peoples R China