Journal of South China University of Technology (Natural Science Edition) ›› 2021, Vol. 49 ›› Issue (5): 135-144.doi: 10.12141/j.issn.1000-565X.200461

Special Issue: 2021年机械工程

• Mechanical Engineering • Previous Articles    

Research on Coupling Effect Experiment and Decoupling Method of 3-D Force Measuring Platform

ZHANG Yirui SU Jian XU Guan   

  1. School of Transportation,Jilin University,Changchun 130022,Jilin,China
  • Received:2020-08-04 Revised:2020-10-12 Online:2021-05-25 Published:2021-04-30
  • Contact: 张益瑞(1986-),男,博士生,主要从事汽车智能化检测与诊断研究。 E-mail:zyr86913@163.com
  • About author:张益瑞(1986-),男,博士生,主要从事汽车智能化检测与诊断研究。
  • Supported by:
    Supported by the National Natural Science Foundation of China(51875247) and the Natural Science Foundation of Jilin Province(20170101214JC)

Abstract: In order to measure the force loaded on bogie test bench and improve the measurement accuracy, a three-dimensional (3-D) force measuring platform with multiple force sensors connected in parallel was designed. Its measurement principle was analyzed theoretically and a Wheatstone bridge measurement circuit was built. 3-D force measuring platform is a kind of shear stress sensor, and the analysis shows that the output voltage of its mea-surement circuit has a definite linear relationship with the force loaded. The static calibration test of 3-D force measuring platform under uniaxial load was carried out and the output characteristics under uniaxial load and the interdimensional coupling effect of load measurement were analyzed. It finds that under uniaxial load, the voltage output of the measurement circuit corresponding to the loaded axis has good linearity, but the voltage output of the non-loaded axis measuring circuit is small. In this paper, the coupling degree evaluating coupling effect between dimensions and the numerical decoupling method based on least square method and BP neural network were also proposed, and their effectiveness was verified by experiments. At the same time, the orthogonal method was used to carry out the multi-axis loading test of the three-dimensional force measuring platform. The results show that the single-axis measurement error and the overall measurement error are not more than 1.5%, thus the measurement accuracy meets the test requirements.

Key words: bogie test bench, 3-D force measuring platform, interdimensional coupling, least square method, BP neural network, coupling degree

CLC Number: