传感技术学报2017，Vol.30Issue(6)：899-903,5.DOI:10.3969/j.issn.1004-1699.2017.06.016
关于汽车动态载荷智能测量的研究
Study of Intelligent Measurement for Vehicle Dynamic Weighing
李鹏越 1李晓林1
作者信息
- 1. 太原理工大学信息工程学院,太原 030024
- 折叠
摘要
Abstract
Although vehicle dynamic weighing system can adapt to the high-speed dynamic weighing,its weighing accuracy declined. In order to ensure weighing accuracy and fast weighing,WIM data processing method based on improved Levenberg-Marquardt algorithm is presented. Firstly,the high frequency random disturbances of dynamic loads is filtered by using wavelet transform. Then, the low frequency dynamic loads is removed by using the im-proved Levenberg-Marquardt algorithm. Finally,the static load can be obtained by subtracting the fitting dynamic load from the weighing signal. Simulation and experiments show that the proposed method can effectively reduce the impact of dynamic load on the weighing accuracy,the maximum relative error is less than 2%. So it has some signif-icance for solving the problem of high-speed dynamic vehicle weighting.关键词
动态称重/动态载荷/改进L-M算法/小波变换/精度Key words
weight-in-motion/dynamic weighing/modified Levenberg-Marquardt algorithm/wavelet transform/accuracy分类
信息技术与安全科学引用本文复制引用
李鹏越,李晓林..关于汽车动态载荷智能测量的研究[J].传感技术学报,2017,30(6):899-903,5.
