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Models and methodology for optimal trajectory generation in safety-critical road–vehicle manoeuvres

机译:在安全关键的道路车辆操纵中产生最佳轨迹的模型和方法

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摘要

There is currently a strongly growing interest in obtaining optimal control solutions for vehicle manoeuvres, both in order to understand optimal vehicle behaviour and, perhaps more importantly, to devise improved safety systems, either by direct deployment of the solutions or by including mimicked driving techniques of professional drivers. However, it is non-trivial to find the right combination of models, optimisation criteria, and optimisation tools to get useful results for the above purposes. Here, a platform for investigation of these aspects is developed based on a state-of-the-art optimisation tool together with adoption of existing vehicle chassis and tyre models. A minimum-time optimisation criterion is chosen for the purpose of gaining an insight into at-the-limit manoeuvres, with the overall aim of finding improved fundamental principles for future active safety systems. The proposed method to trajectory generation is evaluated in time-manoeuvres using vehicle models established in the literature. We determine the optimal control solutions for three manoeuvres using tyre and chassis models of different complexities. The results are extensively analysed and discussed. Our main conclusion is that the tyre model has a fundamental influence on the resulting control inputs. Also, for some combinations of chassis and tyre models, inherently different behaviour is obtained. However, certain variables important in vehicle safety-systems, such as the yaw moment and the body-slip angle, are similar for several of the considered model configurations in aggressive manoeuvring situations.
机译:当前,对于获得用于车辆操纵的最佳控制解决方案的兴趣日益浓厚,这既是为了理解最佳的车辆行为,也可能是更重要的是,通过直接部署解决方案或通过包括模拟驾驶技术来设计改进的安全系统。专业司机。但是,找到合适的模型,优化标准和优化工具的组合以获得上述目的有用的结果并非易事。在此,基于最先进的优化工具并采用现有的车辆底盘和轮胎模型,开发了用于调查这些方面的平台。选择最短时间优化标准是为了深入了解极限操作,总的目的是为将来的主动安全系统找到改进的基本原理。使用文献中建立的车辆模型在时间机动中评估提出的轨迹生成方法。我们使用复杂程度不同的轮胎和底盘模型确定三种操纵的最佳控制解决方案。对结果进行了广泛的分析和讨论。我们的主要结论是,轮胎模型对所得控制输入有根本影响。同样,对于底盘和轮胎模型的某些组合,可以获得本质上不同的性能。但是,对于某些在激进机动情况下考虑的模型配置,某些在车辆安全系统中重要的变量(例如偏航力矩和滑移角)相似。

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