Modelling lane flow distribution on multi-lane highways: Insights from built-up and non-built-up areas

Kwame Kwakwa Osei , Zakari Abdul Karim Awini , Williams Ackaah
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Abstract

This study investigated lane flow distribution on selected sections on the Kumasi – Accra multilane highway, with a specific focus on a section located in a built-up area, characterized by side frictions and driveways, and another in a non-built up area, characterized by flat terrain with no access or side friction. The study sought to (1) explore the lane flow distribution patterns under varying traffic conditions and roadway environmental types (urban and non-urban), and (2) investigate the combined effect of roadway and traffic conditions on lane flow distribution. Traffic volume data was extracted from video recordings made at the two study sites for two days. At the same time, vehicular speeds were measured with the use of a radar speed gun. The data were explored descriptively, after which multiple linear regression was employed to model the lane flow distribution in the median lane. The results indicated pronounced disparities in lane utilization between the two sites with different vehicle categories exhibiting distinct lane preferences. The model suggested that roadway environment type, proportion of motorcycles in the traffic stream, and total link flow significantly determine the proportion of traffic flow that travel in the median lane whereas the proportion of trotros and the average link speed have marginal influence. The findings emphasize the importance of considering local contextual factors and driver behaviors in modelling lane flow distribution, particularly in developing countries with heterogeneous roadway and traffic conditions.
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多车道高速公路车道流量分布建模:城市建成区和非城市建成区的启示
本研究调查了库马西-阿克拉多车道高速公路部分路段的车道流量分布情况,重点是位于建筑密集区的路段(该路段的特点是有侧向摩擦和车道)和位于非建筑密集区的路段(该路段的特点是地势平坦,没有通道或侧向摩擦)。研究旨在:(1) 探索不同交通条件和道路环境类型(城市和非城市)下的车道流量分布模式;(2) 研究道路和交通条件对车道流量分布的综合影响。交通流量数据是从两个研究地点两天的视频记录中提取的。同时,还使用雷达测速枪测量了车辆速度。对数据进行了描述性探讨,然后采用多元线性回归法对中间车道的车道流量分布进行建模。结果表明,两个地点的车道利用率存在明显差异,不同类别的车辆表现出不同的车道偏好。该模型表明,道路环境类型、交通流中摩托车的比例和总链接流量在很大程度上决定了在中间车道行驶的交通流比例,而三轮摩托车的比例和平均链接速度的影响微乎其微。研究结果强调了在模拟车道流量分布时考虑当地环境因素和驾驶员行为的重要性,尤其是在道路和交通条件各不相同的发展中国家。
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