Investigation of steer preview methods to improve predictive control methods on off-road vehicles with realistic actuator delays

IF 2.4 3区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL
Andries J. Peenze, P. Schalk Els
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Abstract

This paper investigates improvements that can be made to predictive control methods for off-road vehicles by adding of realistic steering preview. The objective of this study is to improve the performance and efficacy of predictive controllers by accounting for significant time delays in active and semi-active systems on vehicles. Traditional zero-order and first-order hold methods for steer preview are compared to a more realistic steer preview method. Semi-active suspension, rear wheel steering, and individual brake actuation are used as the actuators on this off-road vehicle. The results show that the addition of a realistic steering preview improves the handling performance of the vehicle in a severe double lane change manoeuvre on rough roads. Up to 10% reduction in roll angle can be achieved with semi-active suspension control. A 34% reduction in side-slip angle is possible with rear wheel steering control and a 15% reduction in side-slip angle is achieved with differential braking control. The controllers can pre-empt and consider the effect of the actuator time delays, and the preview states from the predictive controller are more representative over the prediction horizon. The findings suggest that the addition of a realistic steering preview can improve the performance of predictive controllers on vehicles. Further investigation of other disturbances and their preview effects on the system should be conducted to find further improvements for predictive control strategies on vehicles.
研究转向预览方法,以改进具有实际执行器延迟的越野车预测控制方法
本文研究了通过添加真实转向预览来改进越野车预测控制方法的可能性。本研究的目的是通过考虑车辆主动和半主动系统中的重大时间延迟,提高预测控制器的性能和功效。将用于转向预览的传统零阶和一阶保持方法与更逼真的转向预览方法进行了比较。半主动悬架、后轮转向和单独的制动装置被用作该越野车的执行器。结果表明,在崎岖路面上进行严重的双车道变道操作时,增加真实的转向预览可提高车辆的操控性能。通过半主动悬架控制,侧倾角最多可减少 10%。通过后轮转向控制可将侧滑角减少 34%,通过差速制动控制可将侧滑角减少 15%。控制器可以预先考虑执行器时间延迟的影响,而且预测控制器的预览状态在预测范围内更具代表性。研究结果表明,增加现实的转向预览可以提高车辆预测控制器的性能。应进一步研究其他干扰及其对系统的预览影响,以进一步改进车辆的预测控制策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Terramechanics
Journal of Terramechanics 工程技术-工程:环境
CiteScore
5.90
自引率
8.30%
发文量
33
审稿时长
15.3 weeks
期刊介绍: The Journal of Terramechanics is primarily devoted to scientific articles concerned with research, design, and equipment utilization in the field of terramechanics. The Journal of Terramechanics is the leading international journal serving the multidisciplinary global off-road vehicle and soil working machinery industries, and related user community, governmental agencies and universities. The Journal of Terramechanics provides a forum for those involved in research, development, design, innovation, testing, application and utilization of off-road vehicles and soil working machinery, and their sub-systems and components. The Journal presents a cross-section of technical papers, reviews, comments and discussions, and serves as a medium for recording recent progress in the field.
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