Front wheel angle tracking control research of intelligent heavy vehicle steering system

被引:4
|
作者
Huang, Shijun [1 ]
Cao, Wenliang [1 ]
Qian, Ruochen [1 ]
Liu, Yulong [2 ]
Ji, Xuewu [2 ]
机构
[1] Yanshan Univ, Coll Mech Engn, Qinhuangdao, Hebei, Peoples R China
[2] Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R China
关键词
Electro-hydraulic coupling power steering system; model reference adaptive control; fuzzy neural network; identification; heavy vehicle; DESIGN;
D O I
10.1177/0954406220965617
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper conducts the front wheel angle tracking compensation control of the electro-hydraulic coupling power steering system (EHCPS) of the intelligent heavy vehicle (IHV). It has been found from the results of mathematic analysis, simulation and open-loop frequency test of the EHCPS that front wheel angle slightly lags behind handwheel angle at low frequencies. In this paper, a kind of fuzzy neural network controller (FNNC) based on model reference adaptive control (MRAC) is designed. Fuzzy neural network is also used to identify the EHCPS on-line. Membership function and inference rules of the FNNC and fuzzy neural network identification (FNNI) are renewed by the self-learning function of neural network to achieve on-line regulation of controller's parameters. Reference model with certain bandwidth and control algorithm are designed to ensure that actual front wheel angle follows desired front wheel angle. Finally, the hardware-in-the-loop experiment and simulation results indicate that the control strategy presented in this paper is effective in compensating front wheel angle tracking within certain bandwidth of EHCPS.
引用
收藏
页码:3454 / 3467
页数:14
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