Integrated Control Policy for Heterogeneous Traffic in Container Terminals With Unsignalized Intersections

IF 8.4 1区 工程技术 Q1 ENGINEERING, CIVIL
Shuo Wang;Weimin Wu;Jiliang Luo;Jiazhong Zhou;Tao Zhang
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引用次数: 0

Abstract

This research investigates the control difficulties related to heterogeneous traffic flow in container terminals, featuring both connected and automated vehicles (CAVs) and human-driven vehicles (HDVs). The lack of signal control at intersections and the unpredictable routes taken by HDVs make the efficient transport of containers within a terminal quite challenging. To tackle this issue, we present an integrated traffic control policy aimed at enhancing transportation efficiency. For each unsignalized intersection, a virtual token ring system is introduced to manage the passage of vehicles, using a back pressure-based algorithm and specific token delivery rules to determine phase sequence and duration. Furthermore, we introduce an improved back pressure-based dynamic routing method for CAVs, which allows for the selection of roads with shorter travel time while adhering to a travel distance constraint when crossing an intersection. This approach aims to minimize disruptions from HDVs, reduce travel time, and prevent excessively long travel distances. Multiple experiments are conducted to verify the proposed method’s effectiveness.
无信号交叉口集装箱码头异构交通综合控制策略
本研究探讨了集装箱码头中与异构交通流相关的控制困难,包括连接和自动驾驶车辆(cav)和人类驾驶车辆(HDVs)。十字路口缺乏信号控制,高速公路的路线难以预测,这使得集装箱在码头内的高效运输非常具有挑战性。为了解决这个问题,我们提出了一项旨在提高运输效率的综合交通管制政策。对于每个无信号交叉口,引入虚拟令牌环系统来管理车辆通过,使用基于背压的算法和特定的令牌传递规则来确定相位顺序和持续时间。此外,我们还为自动驾驶汽车引入了一种改进的基于背压的动态路径选择方法,该方法允许在通过十字路口时,在遵守行驶距离约束的情况下,选择行驶时间较短的道路。这种方法旨在最大限度地减少hdv的干扰,减少旅行时间,并防止过长的旅行距离。通过多次实验验证了该方法的有效性。
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来源期刊
IEEE Transactions on Intelligent Transportation Systems
IEEE Transactions on Intelligent Transportation Systems 工程技术-工程:电子与电气
CiteScore
14.80
自引率
12.90%
发文量
1872
审稿时长
7.5 months
期刊介绍: The theoretical, experimental and operational aspects of electrical and electronics engineering and information technologies as applied to Intelligent Transportation Systems (ITS). Intelligent Transportation Systems are defined as those systems utilizing synergistic technologies and systems engineering concepts to develop and improve transportation systems of all kinds. The scope of this interdisciplinary activity includes the promotion, consolidation and coordination of ITS technical activities among IEEE entities, and providing a focus for cooperative activities, both internally and externally.
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