China Mechanical Engineering ›› 2023, Vol. 34 ›› Issue (04): 490-497.DOI: 10.3969/j.issn.1004-132X.2023.04.014

Previous Articles     Next Articles

Semi-active Control of Hydro-pneumatic Suspensions for Mining Dump Trucks Based on Grey Wolf Algorithm

SUN Dong1;WANG Ruochen1;DING Renkai2;CHEN Yijie3   

  1. 1.School of Automotive and Traffic Engineering,Jiangsu University,Zhenjiang,Jiangsu,212013
    2.Automotive Engineering Research Institute,Jiangsu University,Zhenjiang,Jiangsu,212013
    3.China North Vehicle Research Institute,Beijing,224144
  • Online:2023-02-25 Published:2023-03-17

基于灰狼算法的矿用自卸车油气悬架半主动控制

孙东1;汪若尘1;丁仁凯2;陈轶杰3   

  1. 1.江苏大学汽车与交通工程学院,镇江,212013
    2.江苏大学汽车工程研究院,镇江,212013
    3.中国北方车辆研究所,北京,224144
  • 通讯作者: 汪若尘(通信作者),男,1977年生,教授、博士研究生导师。研究方向为车辆动态性能模拟与控制。E-mail:wrc@ujs.edu.cn。
  • 作者简介:孙东,男,1995年生,硕士、实验师。研究方向为电控悬架系统开发。E-mail:1000005646@ujs.edu.cn。
  • 基金资助:
    国家自然科学基金 (51575240,51975253);江苏省高等学校自然科学研究面上项目(22KJD440001,20KJB580004)

Abstract:  A valve-controllable semi-active hydro-pneumatic suspension system was proposed to coordinate the contradictions between the ride comfort and road friendliness of a mining dump truck. The AMESim physical models of the hydro-pneumatic spring considering the friction were established for the first time. The polynomial mechanics models of the controllable damping valve were built. The modified skyhook control strategy was designed by taking the driving voltage of the controllable damping valve as the semi-active control object. And two key control parameters of the strategy were optimized based on the grey wolf optimization algorithm. The co-simulation results show that the body acceleration of the proposed suspension systems is decreased by 11.4% while the tire dynamic load is slightly deteriorated by 1.1% on the D-class random roads. Compared with the traditional skyhook control, the modified skyhook strategy attains the better trade-off between the ride comfort and road friendliness of a mining dump truck. The hardware-in-loop test results also verify the effectiveness and feasibility of the proposed control scheme. 

Key words: mining dump truck, hydro-pneumatic suspension, grey wolf optimization, controllable damping valve, modified skyhook control, hardware-in-loop

摘要: 为解决矿用自卸车乘坐舒适性与道路友好性相矛盾的问题,提出了一种可控阻尼阀式半主动油气悬架系统。搭建了包含摩擦力的油气弹簧AMESim物理模型,建立了可控阻尼阀的多项式力学模型;设计了一种以可控阻尼阀驱动电压为半主动控制对象的改进天棚控制策略,并基于灰狼优化算法对改进天棚策略关键控制参数进行优化。联合仿真结果表明:D级随机路面下,半主动油气悬架的车身加速度相比被动悬架减小了11.4%,而轮胎动载荷仅增加了1.1%,相比传统天棚控制策略,更好地兼顾了矿用自卸车的乘坐舒适性和道路友好性。硬件在环试验结果也验证了该控制策略的有效性和可行性。

关键词: 矿用自卸车, 油气悬架, 灰狼算法, 可控阻尼阀, 改进天棚控制, 硬件在环

CLC Number: