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Microscopic Overtaking Model to Simulate Two-lane Highway Traffic Operation and Safety Performance

机译:模拟两车道公路交通运营和安全绩效的微观超车模型

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摘要

Rural two-lane highways make up a large portion of road networks around the world. The special geometric and traffic attributes of these highways pose special challenges to safety and traffic operation. In recent years, microscopic simulation models have gained increased acceptance as a reliable tool for investigating traffic operations and evaluating safety performance. Despite this trend, the development and application of these models to two-lane highway operations has not kept pace with those of freeways and urban networks, and this is due, in large part, to difficulties in modeling the overtaking process. This process has been rendered complex by the large number of inter-related decision factors that need to be considered by the overtaking driver in a bi-directional driving regime.In this research, a new overtaking gap-acceptance model is developed to simulate traffic operation and safety performance on two-lane highways. This model considers a wide spectrum of physical and behavioral variables that could affect overtaking. It does so by introducing a new safety-based gap-acceptance decision variable based on the overtaking driver’s perception of time-to-collision (TTC) with an opposing vehicle. The decision to overtake was expressed as a function of the perceived TTC in comparison to an established driver risk threshold (critical TTC). The distribution of critical TTC among drivers are determined through a model calibration and validation procedure based on overtaking observational data obtained from a video-recording of a one-kilometer segment of a two-lane highway. Unlike previous models, the proposed gap-acceptance model makes use of only a few calibration parameters. The proposed overtaking models along with other components of a micro-simulation traffic model are implemented in a software framework that can simulate traffic and safety operation for two-lane highways. The overall simulation results demonstrate that the proposed simulation model can provide reliable measures of traffic and safety for two-lane highway operation. The overtaking model was found to yield both consistent and transferable results. The model is then applied successfully to provide more accurate estimates of traffic measures used in level-of-service analysis for two-lane highways and to compare these results to values reported in the two versions of the Highway Capacity Manual (HCM). In another application, this model is used to investigate the impact of truck mandated speed limiters on safety and traffic operation of two-lane highways and specifically their impact on overtaking. Finally, the potential implications of adaptive cruise control for overtaking and its resultant traffic and safety impacts are studied using the developed simulation model.
机译:农村的两车道高速公路构成了全球道路网络的很大一部分。这些高速公路的特殊几何形状和交通属性对安全和交通运营提出了特殊的挑战。近年来,微观仿真模型作为一种用于调查交通运营和评估安全性能的可靠工具,已得到越来越多的接受。尽管有这种趋势,但是这些模型在两车道高速公路运营中的开发和应用并没有跟上高速公路和城市网络的发展,这在很大程度上是由于对超车过程进行建模的困难。在双向行驶过程中,超车驾驶员需要考虑大量相互关联的决策因素,从而使这一过程变得复杂。在本研究中,开发了一种新的超车差距接受模型来模拟交通运营和两车道高速公路的安全性能。该模型考虑了可能影响超车的各种身体和行为变量。它通过引入新的基于安全的差距接受决策变量来实现,该决策变量基于驾驶员对对方车辆的碰撞时间(TTC)的超车感觉。与已确定的驾驶员风险阈值(临界TTC)相比,超车的决定表示为感知的TTC的函数。驾驶员关键TTC的分配是通过模型校准和验证程序确定的,该模型基于超车的观测数据,该观测数据是从两车道高速公路的一公里路段的视频记录中获得的。与以前的模型不同,建议的间隙接受模型仅使用一些校准参数。拟议的超车模型以及微观模拟交通模型的其他组件均在可模拟两车道高速公路交通和安全运营的软件框架中实施。整体仿真结果表明,所提出的仿真模型可以为两车道高速公路运营提供可靠的交通和安全措施。发现超车模型既产生一致的结果又可传递结果。然后,成功地应用该模型,以提供用于两车道高速公路的服务水平分析中使用的交通措施的更准确估计,并将这些结果与《高速公路通行能力手册》(HCM)的两个版本中报告的值进行比较。在另一个应用中,该模型用于研究卡车强制限速器对两车道高速公路的安全和交通运营的影响,尤其是对超车的影响。最后,使用开发的仿真模型研究了自适应巡航控制对超车的潜在影响及其对交通和安全的影响。

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    Ghods Amir Hosein;

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  • 年度 2013
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  • 正文语种 en
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