Cellular Automata Model for Mixed Traffic Flow with Lane Changing Behavior

IF 0.8 Q3 ENGINEERING, MULTIDISCIPLINARY
Devaraj Hanumappa, Parthasarathy Ramachandran
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引用次数: 5

Abstract

Indian cities are seen with predominantly mixed traffic plying on the streets. Modeling the mixed traffic involving vehicles characterised of different speed, length, and width is a challenging issue. Based on the finer cell system of cellular automata (CA) models, this paper proposes to evaluate the mixed traffic behavior with cars and motorcycles for intermediate lane width, which is more common in Indian cities. The maximum car flow is observed (even with the presence of motorcycles) in the results which is higher than the Na-Sch model for cars. This increase is mainly due to the changing behavior. The car flow decreases as the density of the motorcycle increases. Furthermore, the paper proposes to evaluate the effect of lane change behavior on the speed and flow of the traffic stream using the fundamental diagrams of speed flow density curves. The simulation result suggests that lane change probability has little effect on the speed and flow of the traffic stream.
具有变道行为的混合交通流元胞自动机模型
印度城市的街道上主要是混合交通。对具有不同速度、长度和宽度特征的车辆进行混合交通建模是一个具有挑战性的问题。本文基于元胞自动机(CA)模型的精细元胞系统,对印度城市中较为常见的汽车和摩托车的混合交通行为进行了评价。在结果中观察到的最大汽车流量(即使存在摩托车)高于汽车的Na-Sch模型。这种增长主要是由于行为的改变。汽车流量随着摩托车密度的增加而减小。在此基础上,提出利用速度流密度曲线基本图来评价变道行为对交通流速度和流量的影响。仿真结果表明,变道概率对交通流的速度和流量影响不大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Modelling and Simulation in Engineering
Modelling and Simulation in Engineering ENGINEERING, MULTIDISCIPLINARY-
CiteScore
2.70
自引率
3.10%
发文量
42
审稿时长
18 weeks
期刊介绍: Modelling and Simulation in Engineering aims at providing a forum for the discussion of formalisms, methodologies and simulation tools that are intended to support the new, broader interpretation of Engineering. Competitive pressures of Global Economy have had a profound effect on the manufacturing in Europe, Japan and the USA with much of the production being outsourced. In this context the traditional interpretation of engineering profession linked to the actual manufacturing needs to be broadened to include the integration of outsourced components and the consideration of logistic, economical and human factors in the design of engineering products and services.
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