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Simulation-based Variable Speed Limit Systems Modelling: An Overview and A Case Study on Istanbul Freeways

机译:基于仿真的变速极限系统建模:伊斯坦布尔高速公路的概述和案例研究

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Abstract: Modern transportation systems aim at maximizing the use of available resources in a sustainable manner to deliver efficient and safe movement of traffic. Variable Speed Limit (VSL) system is one of the techniques adopted in order to improve mobility. In this study, we analyse this system using simulation techniques on a 5.2 kilometre section of Istanbul Freeway D100. Being one of the most congested cities in the world, Istanbul freeways provide an excellent opportunity to test the potential benefits of VSL systems. Latest advancements along with comprehensive literature of this field based on simulation are included in this study. Microscopic traffic simulation software VISSIM is used along with MATLAB to implement VSL algorithm based on volume, occupancy and average speed. Remote Traffic Microwave Sensor (RTMS) data is provided by Istanbul municipality which is used to calibrate VISSIM.Scenarios with and without VSL system were simulated for morning hours. It is concluded that driver compliance to VSLs is an important factor for better results. Although 100% driver Compliance Level (CL) for VSL results in significantly higher improvement in performance compared to lower compliance, it is not a practical approach therefore results at 75% and 50% CL has been discussed in this study. Evaluation of network performance is done in terms of Total Travel Time (TTT) in network along with volume, speed and occupancy. Results show reduction in TTT and occupancy level along with improvement in average speed and volume. Fuel consumption and emissions is also found to be reduced in the network indicating sustainable and environmental friendly mobility.
机译:摘要:现代交通运输系统旨在以可持续的方式最大限度地利用可用资源,以实现交通的高效和安全运输。变速限制(VSL)系统是为了提高机动性而采用的技术之一。在这项研究中,我们使用仿真技术在伊斯坦布尔高速公路D100的5.2公里处对该系统进行了分析。作为世界上最拥挤的城市之一,伊斯坦布尔高速公路为测试VSL系统的潜在优势提供了绝佳的机会。这项研究包括基于仿真的该领域的最新进展以及综合文献。微观交通仿真软件VISSIM与MATLAB结合使用,可基于体积,占用率和平均速度来实现VSL算法。由伊斯坦布尔市政府提供的远程交通微波传感器(RTMS)数据用于校准VISSIM。模拟了有无VSL系统的情况。结论是,驾驶员遵守VSL是获得更好结果的重要因素。尽管与较低的合规性相比,VSL的100%驱动程序合规性水平(CL)可以显着提高性能,但是这不是实际的方法,因此本研究中讨论了在75%和50%的CL下获得的结果。网络性能的评估是根据网络中的总旅行时间(TTT)以及数量,速度和占用率来进行的。结果显示,TTT和占用率均降低,平均速度和音量得到改善。还发现网络中的燃料消耗和排放减少了,这表明可持续和环境友好的机动性。

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