论文标题

实时跨腿帕累托式卡车排协调

Real-Time Cross-Fleet Pareto-Improving Truck Platoon Coordination

论文作者

Johansson, Alexander, Mårtensson, Jonas, Sun, Xiaotong, Yin, Yafeng

论文摘要

本文研究了运输网络中的多型排队协调系统,该系统部署轮毂以形成卡车成排成排。这些卡车属于不同的舰队,他们有兴趣通过跨舰队增加利润。每个车队的利润都包含了排队奖励和等待中心的成本。每辆卡车都有固定的路线和等待时间的预算,可以在其路线沿线的轮毂上花费。为了确保所有舰队愿意参与该系统,我们制定了跨果帕累托的协调策略,该策略比没有跨弗莱特排的协调策略保证了船队利润更高。通过利用多个枢纽进行排组,可以实时和分布式的方式实施协调策略,同时在很大程度上减少了要共享用于系统范围的协调的旅行信息的数量。我们在瑞典运输网络的仿真研究中评估了拟议的策略。与单盘排的相比,跨弗里特的排队策略可显着提高舰队的利润,尤其是较小的车队的利润。与系统规划人员优化所有车队的总利润相比,跨流向排队策略在系统范围内的利润方面也表现出强大的竞争力。

This paper studies a multi-fleet platoon coordination system in transport networks that deploy hubs to form trucks into platoons. The trucks belong to different fleets that are interested in increasing their profits by platooning across fleets. The profit of each fleet incorporates platooning rewards and costs for waiting at hubs. Each truck has a fixed route and a waiting time budget to spend at the hubs along its route. To ensure that all fleets are willing to participate in the system, we develop a cross-fleet Pareto-improving coordination strategy that guarantees higher fleet profits than a coordination strategy without cross-fleet platoons. By leveraging multiple hubs for platoon formation, the coordination strategy can be implemented in a real-time and distributed fashion while largely reducing the amount of travel information to be shared for system-wide coordination. We evaluate the proposed strategy in a simulation study over the Swedish transportation network. The cross-fleet platooning strategy significantly improves fleets' profits compared with single-fleet platooning, especially the profits from smaller fleets. The cross-fleet platooning strategy also shows strong competitiveness in terms of the system-wide profit compared to the case when a system planner optimizes all fleets' total profit.

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