Platoon Formation: Optimized Car to Platoon Assignment Strategies and Protocols

Julian Heinovski, F. Dressler
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引用次数: 31

Abstract

We study the problem of platoon formation, trying to optimize traveling time and fuel consumption based on car-to- platoon assignments. The general concept of platooning, i.e., cars traveling in form of a road train with minimized safety gaps, has been studied in depth and we see first field trials on the road. Currently, most research focuses on improved reliability of the necessary communication protocols to achieve perfect string stability with guaranteed safety measures. One aspect, however, remained quite unexplored: the problem of assigning cars to platoons. Based on the capabilities of individual cars (e.g., max. acceleration or speed) and preferences of the driver (e.g., min/max. traveling speed, preference on travel time vs. fuel consumption), the assignment decision will be different. We formulate an optimization problem and develop a set of protocols (centralized and distributed) to support platoon formation. In an extensive series of simulation experiments, we show that our protocols not just help forming platoons, but also take care of the individual requirements of cars and drivers.
排的形成:优化的车到排的分配策略和协议
研究了基于车对排分配的车辆组队问题,试图优化车辆的行驶时间和燃油消耗。队列的一般概念,即汽车以最小化安全间隙的公路列车形式行驶,已经进行了深入研究,我们看到了第一次在道路上的现场试验。目前,大多数研究都集中在提高必要的通信协议的可靠性上,以保证安全措施的同时达到完美的管柱稳定性。然而,有一个方面仍未被探索:将车辆分配到队列的问题。基于单个汽车的能力(例如,max。加速或速度)和驾驶员的偏好(例如,最小/最大。出行速度,出行时间和燃油消耗的偏好),分配决策会有所不同。我们制定了一个优化问题,并制定了一套协议(集中式和分布式)来支持排的形成。在一系列广泛的模拟实验中,我们表明,我们的协议不仅有助于形成队列,而且还照顾到汽车和司机的个人需求。
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