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Research of the Correlation of Vehicle Handling Subjective Evaluation and KC Characteristics

机译:车辆操纵性主观评价与K&C特征的相关性研究

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Research Objective Vehicle ride and handling, which is important to the overall vehicle safety, is one of the performances that the customers are most concerned about. Therefore, the vehicle handling development, highly relied on subjective evaluation, is indispensable during the vehicle development process. Suspension K&C (Kinematics and Compliance) characteristics, which have direct influence on vehicle handling performance, are the key technique targets during vehicle design and validation processes. However, due to the lack of reliable link between subjective assessments and K&C objective measurements, lots of chassis tuning work still need to be done in order to accomplish the vehicle handling development targets, even though advanced design and CAE tools have already widely used in chassis design. In this paper, a methodology of analyzing the correlation between subjective evaluation and K&C measurements is further studied in order to reduce the developing time and cost. Methodology In this paper, six popular cars in Chinese market were chosen for subjective assessments by expert six drivers and K&C objective tests by test rig. In the subjective assessment, some parameters of the vehicle were evaluated. On the K&C test rig, the vehicles were measured in different load cases such as vertical test, roll test, side force test, brake force test, etc. And then a statistical methodology of multiple regressions was applied to analyze the correlation between K&C measurement results and subjective assessments. According to the multiple regression analysis, the correlations of K&C characteristics and subjective evaluation can be defined by coefficient, and the regression equation can be used to predict the subjective evaluation results of the vehicle. Results With this methodology, vehicle handling performance is more predictable and the relationships between subjective handling and K&C characteristics are more reliable. Limitations of this study The mainly limitation of this study is the accuracy of the regression equation. In order to increase the credit of regression equation, more vehicle samples need to be test in the future work. What does the paper offer that is new in the field: Although a lot of studies have already done in K&C and vehicle handling performance field, the link between K&C and vehicle handling subjective feelings is still lack of reliability. In this paper, using multiple regression to study the correlation between subjective evaluation of vehicle handling and K&C objective measurement is a new methodology in this field. Conclusion This research can reduce the chassis tuning work cycles during vehicle handling development and will also benefit the cost and time savings.
机译:研究目标车辆的行驶和搬运对于整个车辆的安全至关重要,是客户最关心的性能之一。因此,在车辆开发过程中,高度依赖主观评估的车辆操作开发是必不可少的。悬架K&C(运动学和合规性)特性直接影响车辆的操纵性能,是车辆设计和验证过程中的关键技术目标。但是,由于主观评估与K&C客观测量之间缺乏可靠的联系,尽管先进的设计和CAE工具已经广泛应用于底盘中,但仍需要完成许多底盘调整工作才能实现车辆操纵性开发目标。设计。在本文中,为了减少开发时间和成本,进一步研究了一种分析主观评价与K&C度量之间的相关性的方法。方法论在本文中,专家六位驾驶员选择了六辆中国市场上的流行汽车进行主观评估,并通过测试台进行了K&C客观测试。在主观评估中,对车辆的一些参数进行了评估。在K&C测试台上,车辆在不同的载荷情况下进行了测量,例如垂直测试,侧倾测试,侧向力测试,制动力测试等。然后,采用多元回归的统计方法分析了K&C测量结果之间的相关性。和主观评估。根据多元回归分析,可以通过系数定义K&C特性与主观评估之间的相关性,并且可以使用回归方程来预测车辆的主观评估结果。结果使用这种方法,车辆的操纵性能更加可预测,主观操纵与K&C特性之间的关系更加可靠。本研究的局限性本研究的主要局限性在于回归方程的准确性。为了增加回归方程的可信度,在未来的工作中需要测试更多的车辆样本。该论文提供了该领域的新功能:尽管在K&C和车辆操纵性能领域已经进行了大量研究,但是K&C和车辆操纵主观感觉之间的联系仍然缺乏可靠性。本文采用多元回归研究车辆操纵的主观评价与K&C客观测量之间的相关性,是该领域的一种新方法。结论这项研究可以减少车辆操纵开发过程中的底盘调整工作周期,也将节省成本和时间。

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