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Vehicle steering systems---hardware-in-the-loop simulator, driving preferences, and vehicle intervention.

机译:车辆转向系统-硬件在环仿真器,驾驶偏好和车辆干预。

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摘要

The steering system is a critical component of all ground vehicles regardless of their propulsion source. Chassis directional control is provided by the steering system, which in turn relays valuable feedback about the road and vehicle behavior. As the primary feedback channel to the driver, the steering system also delivers the initial perception of a vehicle's handling and responsiveness to the consumer. Consequently, the steering system is an important aspect of the vehicle's evaluation and purchasing process, even if drivers are unaware of its direct influence in their decision making. With automobile purchases potentially hinging on the steering system, a need exists for a better understanding of steering preference through a focused research project. In this investigation, driver steering preferences have been studied using an advanced hardware-in-the-loop automobile steering simulator. Additionally, vehicle run-off-road situations have been studied, which occur when some of the vehicle wheels drift off the road surface and the driver recovers through steering commands.The Clemson University steering simulator underwent three significant generations of refinements to realize a state-of-the-art automotive engineering tool suitable for human subject testing. The first and third generation refinements focused on creating an immersive environment, while the second generation introduced the accurate reproduction of steering feel found in hydraulic systems and real-time adjustable steering feel. This laboratory simulator was the first known validated driving simulator developed for the sole purpose of supporting driver steering preference studies. The steering simulator successfully passed all validation tests (two pilot studies) leading to an extensive demographics-based driver preference study with 43 subjects. This study reflected the following preliminary trends: Drivers who used their vehicles for utility purposes preferred quicker steering ratios and heavier efforts in residential, country, and highway environments. In contrast, car enthusiasts preferred quick steering ratios in residential and country environments and light steering effort on the highway. Finally, rural drivers preferred quicker steering ratios on country roads. These relationships may be used to set steering targets for future vehicle developments to accurately match vehicles to their intended market segments.The second research aspect was the development of an objective steering metric to evaluate a driver's steering preference. In past simulator studies, driver feedback has been gathered extensively using written questionnaires. However, this delays the testing procedure and introduces an outside influence that may skew results. Through the data collected in this project, a robust objective steering preference metric has been proposed to gather steering preferences without directly communicating with the driver. The weighted steering preference metric demonstrated an excellent correlation with survey responses of r=-0.39 regardless of steering setting. This global steering preference metric used a combination of yaw rate, psi, longitudinal acceleration, ax, and lateral acceleration, ay. The objective data was further dissected and it was discovered that changes made to the steering ratio resulted in a correlation of r=-0.55 between the objective data and subjective response from the test subjects. This substantial correlation relied on the longitudinal acceleration, ax, left front tire angle, deltalf, and throttle position, TPS.Beyond steering preferences, vehicle safety remains a major concern for automotive manufacturers. One important type of crash results from the vehicle leaving the road surface and then returning abruptly due to large steering wheel inputs: road runoff and return. A subset of run-off-road crashes that involves a steep hard shoulder has been labeled "shoulder induced accidents". An active steering controller was developed to mitigate these "shoulder induced accidents". A cornering stiffness estimation technique, using a Kalman filter, was coupled with a full state feedback controller and "driver intention" module to create a safe solution without excessive intervention. The concept was designed to not only work for shoulder induced accidents, but also for similar road surface fluctuations like patched ice. The vehicle crossed the centerline after 1.0s in the baseline case the controller was able to improve this to 1.3s for a 30% improvement regardless of driver expertise level. For the case of an attentive driver, the final heading angle of the vehicle was reduced by 47% from 0.48 rad to 0.255 rad.These laboratory investigations have clearly demonstrated that advancements in driver preference and vehicle safety may be realized using simulator technology. The opportunity to apply these tools should result in better vehicles and greater safety of driver and occupants. With the development of the objective steering preference metric, future research opportunities exist. For prior steering preference research, the feedback loop has typically required interaction with the subject to rate a setting before continuing. However, the objective steering preference metric allows this step to be automated, opening the door for the development of an automatic tuning steering system.
机译:转向系统是所有地面车辆的重要组成部分,无论其动力来源如何。转向系统提供底盘方向控制,转向系统继而传递有关道路和车辆行为的宝贵反馈。作为驾驶员的主要反馈渠道,转向系统还向消费者传递了对车辆操纵和响应能力的初步感知。因此,转向系统是车辆评估和购买过程中的重要方面,即使驾驶员并未意识到其在决策过程中的直接影响。由于汽车购买可能依赖于转向系统,因此有必要通过一项有针对性的研究项目来更好地理解转向偏好。在这项研究中,已经使用先进的硬件在环汽车转向模拟器研究了驾驶员的转向偏好。此外,还研究了车辆的越野情况,这种情况发生在某些车轮偏离路面并且驾驶员通过转向命令恢复的情况下。克莱姆森大学转向模拟器进行了三代重大改进,以实现状态-适用于人体测试的最先进的汽车工程工具。第一代和第三代改进专注于创建沉浸式环境,而第二代则引入了液压系统中转向感的精确再现和实时可调转向感。该实验室模拟器是第一个已知的经过验证的驾驶模拟器,其唯一目的是支持驾驶员转向偏好研究。转向模拟器成功通过了所有验证测试(两次试点研究),从而导致了针对43位受试者的广泛基于人口统计学的驾驶员偏好研究。这项研究反映了以下初步趋势:在公共,乡村和高速公路环境中,将车辆用于公用事业的驾驶员倾向于更快的转向比和更大的努力。相比之下,汽车爱好者更喜欢在居民和乡村环境中使用快速转向比,并希望在高速公路上进行轻度转向。最后,农村驾驶员更喜欢在乡村道路上更快的转向比。这些关系可以用来为将来的车辆开发设定转向目标,以使车辆与目标市场准确匹配。第二个研究方面是制定客观的转向指标以评估驾驶员的转向偏好。在过去的模拟器研究中,已使用书面调查表广泛收集了驾驶员反馈。但是,这延迟了测试过程,并引入了可能影响结果的外部影响。通过在该项目中收集的数据,提出了一种鲁棒的客观转向偏好度量标准,以收集转向偏好,而无需与驾驶员直接进行交流。无论转向设置如何,加权转向偏好度量都显示出与r = -0.39的调查响应具有极好的相关性。该全局转向偏好度量标准使用了偏航率,psi,纵向加速度ax和横向加速度ay的组合。进一步剖析客观数据,发现转向比的变化导致客观数据与测试对象的主观反应之间的相关性r = -0.55。这种重要的相关性取决于纵向加速度,轴,左前轮胎角度,deltalf和节气门位置TPS。除了转向偏好之外,车辆安全仍然是汽车制造商关注的主要问题。一种重要的碰撞类型是由于车辆离开路面然后由于方向盘输入大而突然返回所致:道路径流和返回。涉及陡峭的坚硬路肩的部分越野撞车事故被标记为“路肩诱发事故”。开发了主动转向控制器来减轻这些“肩膀引起的事故”。使用卡尔曼滤波器的转弯刚度估算技术与全状态反馈控制器和“驾驶员意图”模块结合在一起,可在无需过多干预的情况下创建安全的解决方案。该概念的设计不仅适用于肩部引起的事故,而且适用于类似路面起伏的冰块。在基线情况下,车辆在1.0s后越过中心线,无论驾驶员的专业水平如何,控制器都可以将其提高到1.3s,从而提高了30%。对于细心的驾驶员,车辆的最终航向角从0.48 rad降低到0.255 rad,降低了47%。这些实验室研究清楚地表明,使用模拟器技术可以实现驾驶员偏爱和车辆安全的进步。应用这些工具的机会应能带来更好的车辆以及驾驶员和乘员的更高安全性。随着目标转向偏好度量的发展,存在未来的研究机会。对于先前的转向偏好研究,反馈回路通常需要与受试者进行交互以对设置进行评分,然后再继续。但是,客观的转向偏好度量标准可以使这一步骤实现自动化,从而为自动调整转向系统的开发打开了大门。

著录项

  • 作者

    Black, Jesse David.;

  • 作者单位

    Clemson University.;

  • 授予单位 Clemson University.;
  • 学科 Engineering Automotive.Engineering Mechanical.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 233 p.
  • 总页数 233
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:37:05

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