智能网联汽车环境下工作区域咨询系统的安全效应:微观模拟方法

Suyi Mao;Guiming Xiao;Jaeyoung Lee;Ling Wang;Zijin Wang;Helai Huang
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引用次数: 10

摘要

目的——本研究旨在调查工作区咨询系统的安全影响。传统系统包括动态消息标志(DMS),而高级系统包括联网车辆(CV)环境下的车内工作区警告应用程序。设计/方法/方法-基于微观模拟实验进行比较分析。调查结果-结果表明,基于CV的警告系统优于DMS。根据这项研究,放置DMS的最佳距离因不同的交通条件而异。然而,当交通量较大时,距离工作区过远的DMS的负面影响将更加明显。因此,如果交通堵塞,建议缩短DMS与工作区的最佳距离。研究还表明,在良好的流量条件下,CV的市场渗透率越高,网络就越安全。研究局限性/影响-因为这项研究只使用了微观模拟,结果并没有反映现实世界中驾驶员对DMS和CV警告信息的反应。为了研究尚未解决的相关问题,需要进行一系列驾驶模拟器实验来捕捉真实的驾驶行为。需要使用人机界面来模拟车载警告信息传递的过程。由于数据限制,没有对模拟模型进行验证。实际意义-它建议了最佳DMS布局,以提高CV环境下的整体效率和安全性。独创性/价值-通过交通仿真,提出了一种兼顾效率和安全性的交通网络评价方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Safety effects of work zone advisory systems under the intelligent connected vehicle environment: A microsimulation approach
Purpose - This study aims to investigate the safety effects of work zone advisory systems. The traditional system includes a dynamic message sign (DMS), whereas the advanced system includes an in-vehicle work zone warning application under the connected vehicle (CV) environment. Design/methodology/approach - A comparative analysis was conducted based on the microsimulation experiments. Findings - The results indicate that the CV-based warning system outperforms the DMS. From this study, the optimal distances of placing a DMS varies according to different traffic conditions. Nevertheless, negative influence of excessive distance DMS placed from the work zone would be more obvious when there is heavier traffic volume. Thus, it is recommended that the optimal distance DMS placed from the work zone should be shortened if there is a traffic congestion. It was also revealed that higher market penetration rate of CVs will lead to safer network under good traffic conditions. Research limitations/implications - Because this study used only microsimulation, the results do not reflect the real-world drivers' reactions to DMS and CV warning messages. A series of driving simulator experiments need to be conducted to capture the real driving behaviors so as to investigate the unresolved-related issues. Human machine interface needs be used to simulate the process of in-vehicle warning information delivery. The validation of the simulation model was not conducted because of the data limitation. Practical implications - It suggests for the optimal DMS placement for improving the overall efficiency and safety under the CV environment. Originality/value - A traffic network evaluation method considering both efficiency and safety is proposed by applying traffic simulation.
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