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Between simplicity and accuracy: Effect of adding modeling details on quarter vehicle model accuracy

机译:在简单性和准确性之间:添加建模细节对四分之一车辆模型准确性的影响

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摘要

Quarter vehicle model is the simplest representation of a vehicle that belongs to lumped-mass vehicle models. It is widely used in vehicle and suspension analyses, particularly those related to ride dynamics. However, as much as its common adoption, it is also commonly accepted without quantification that this model is not as accurate as many higher-degree-of-freedom models due to its simplicity and limited degrees of freedom. This study investigates the trade-off between simplicity and accuracy within the context of quarter vehicle model by determining the effect of adding various modeling details on model accuracy. In the study, road input detail, tire detail, suspension stiffness detail and suspension damping detail were factored in, and several enhanced models were compared to the base model to assess the significance of these details. The results clearly indicated that these details do have effect on simulated vehicle response, but to various extents. In particular, road input detail and suspension damping detail have the most significance and are worth being added to quarter vehicle model, as the inclusion of these details changed the response quite fundamentally. Overall, when it comes to lumped-mass vehicle modeling, it is reasonable to say that model accuracy depends not just on the number of degrees of freedom employed, but also on the contributions from various modeling details.
机译:四分之一车辆模型是属于集总质量车辆模型的车辆的最简单表示。它广泛用于车辆和悬架分析,尤其是与行驶动力学相关的分析。但是,就其普遍采用而言,由于其简单性和有限的自由度,该模型不如许多更高自由度的模型那样准确,因此也被普遍接受而没有量化。这项研究通过确定添加各种建模细节对模型精度的影响,研究了四分之一车辆模型上下文中简单性和准确性之间的权衡。在研究中,考虑了道路输入细节,轮胎细节,悬架刚度细节和悬架阻尼细节,并且将几个增强模型与基础模型进行了比较,以评估这些细节的重要性。结果清楚地表明,这些细节确实对模拟车辆的响应产生了影响,但程度不同。特别地,道路输入细节和悬架阻尼细节具有最重要的意义,值得添加到四分之一车辆模型中,因为这些细节的加入从根本上改变了响应。总体而言,谈到集总质量车辆建模时,可以合理地说,模型的准确性不仅取决于所采用的自由度的数量,还取决于各种建模细节的贡献。

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