Analysis of superblocks during the transition phase from traditional vehicles to fully automated vehicle environment: A case study of Barcelona City

Q1 Engineering Transportation Engineering Pub Date : 2023-09-01 DOI:10.1016/j.treng.2023.100203
Samra Sarwar , Sergi Saurí , Muhammad Tabish Bilal , Genís Majoral
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Abstract

The planning of vehicle-dependent cities across the world with emerging technologies like automated vehicles must be amended to make them pedestrian-friendly. Therefore, there is a need to reorganise the urban streets to create more spaces for pedestrians, even with the presence of automated vehicles (AVs). This research proposes the concept of a superblock model in the presence of automated vehicles to meet this challenge. This research aims to assess the impacts of AVs on pedestrian-friendly streets using a superblock approach. In the superblock model, cut-through traffic demand is restricted, and traffic generated or attracted to a superblock can have access, allowing for more room for public spaces. This study systematically discusses the superblock model implemented in a network with a grid structure using a genetic algorithm. It addresses the dynamic user equilibrium assignment for demand and topology segmentation. Three scenarios are considered due to the longer period of transition from traditional vehicles to fully AVs. The study evaluates the potential and constraints of implementing the superblock model with different penetration rates of AVs in the system by defining variable traffic demand and the variable number of superblocks. Furthermore, a cost-benefit analysis of the proposed methodology is conducted. The proposed model is implemented on a real-time network of Barcelona city, and the findings of this study are summarised by the macroscopic fundamental diagram, which depicts the improvement in the performance of the network with the inclusion of AVs.

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从传统车辆到全自动车辆环境过渡阶段的超级街区分析——以巴塞罗那市为例
必须修改世界各地拥有自动驾驶汽车等新兴技术的依赖车辆的城市的规划,使其对行人友好。因此,有必要对城市街道进行重组,为行人创造更多空间,即使有自动车辆。这项研究提出了在自动化车辆存在的情况下建立超级块模型的概念,以应对这一挑战。这项研究旨在使用超级块方法评估AV对行人友好街道的影响。在超级区块模型中,直通交通需求受到限制,生成或吸引到超级区块的交通可以访问,为公共空间留出更多空间。本研究系统地讨论了使用遗传算法在具有网格结构的网络中实现的超级块模型。它解决了需求和拓扑分割的动态用户平衡分配问题。由于从传统车辆到全电动汽车的过渡期较长,因此考虑了三种情况。该研究通过定义可变流量需求和可变数量的超级块,评估了在系统中实现具有不同AV渗透率的超级块模型的潜力和约束条件。此外,还对拟议方法进行了成本效益分析。所提出的模型在巴塞罗那市的实时网络上实现,宏观基础图总结了这项研究的结果,该图描述了加入AV后网络性能的改善。
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来源期刊
Transportation Engineering
Transportation Engineering Engineering-Automotive Engineering
CiteScore
8.10
自引率
0.00%
发文量
46
审稿时长
90 days
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