车辆队列对公路拥堵的影响建模:一种流体排队方法

Li Jin, Mladen Čičić, Saurabh Amin, K. Johansson
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引用次数: 30

摘要

车辆排队是一项很有前途的技术,可以显著节省燃料和减少排放。然而,车辆排对公路交通的宏观影响尚未得到很好的理解。本文提出了一种新的流体排队模型,用于研究高速公路瓶颈处随机到达的车辆队列与背景交通之间的宏观相互作用。将该模型视为一个随机切换系统,分析了两个实际相关的优先级规则:比例(或混合)优先级和分段优先级。我们提供了直观的稳定性条件,并得到了两种优先级规则下队列的长期平均长度和方差的界。我们利用这些结果来研究队列引起的拥堵如何随队列车辆的比例变化,以及它们的特征,如队列内间距和到达率。我们的分析揭示了由随机队列到达引起的拥堵和由于更紧密的队列间隔而获得的效率之间的基本权衡。这自然会导致比例优先级优于分段优先级的情况。令人惊讶的是,我们的分析结果与基于更复杂的两类细胞传输模型的模拟结果一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling the Impact of Vehicle Platooning on Highway Congestion: A Fluid Queuing Approach
Vehicle platooning is a promising technology that can lead to significant fuel savings and emission reduction. However, the macroscopic impact of vehicle platoons on highway traffic is not yet well understood. In this article, we propose a new fluid queuing model to study the macroscopic interaction between randomly arriving vehicle platoons and the background traffic at highway bottlenecks. This model, viewed as a stochastic switched system, is analyzed for two practically relevant priority rules: proportional (or mixed) and segmented priority. We provide intuitive stability conditions, and obtain bounds on the long-run average length and variance of queues for both priority rules. We use these results to study how platoon-induced congestion varies with the fraction of platooned vehicles, and their characteristics such as intra-platoon spacing and arrival rate. Our analysis reveals a basic tradeoff between congestion induced by the randomness of platoon arrivals, and efficiency gain due to a tighter intra-platoon spacing. This naturally leads to conditions under which the proportional priority is preferred over segmented priority. Somewhat surprisingly, our analytical results are in agreement with the simulation results based on a more sophisticated two-class cell transmission model.
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