Traffic Signal Controller Optimization Through VISSIM to Minimize Traffic Congestion, CO and NOx Emissions, and Fuel Consumption

D. Gunarathne, N. Amarasingha, Vasantha Wickramasighe
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引用次数: 1

Abstract

In developing countries with heterogeneous traffic, such as Sri Lanka, it is possible to observe severe traffic congestion at intersections and traffic corridors. The main objective of this study was to demonstrate the optimization of traffic signal controllers using VISSIM microsimulation software. It aimed to minimize traffic congestion, emissions, and fuel consumption. This study focused on developing a traffic signal controller optimization program for a congested traffic corridor which consisted of a three-legged signalized intersection, a four-legged unsignalized intersection, and a three-legged unsignalized intersection. The entire corridor was modeled here, and the already signalized three-legged intersection was optimized. Traffic signal controller optimization was done separately through the built-in optimization features in VISSIM and Webster’s Method. The results showed that emissions and fuel consumption were reduced by 14.89 % in VISSIM optimization and 14.11% in optimization using Webster’s Method. Through the comparison between the VISSIM optimized signal timing and manually calculated signal timing, it was found that the signal timing optimization provides much more improved results than the manual signal timing calculations. Using the proposed methodology, the traffic signal controllers can be optimized within a short duration in very few steps without any iterations compared to the existing traffic signal controller optimization techniques. Therefore, the proposed methodology is a good alternative method to optimize the traffic signal controllers.
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通过VISSIM优化交通信号控制器,最大限度地减少交通拥堵、CO和NOx排放以及燃料消耗
在交通状况各异的发展中国家,如斯里兰卡,可能会在十字路口和交通走廊看到严重的交通拥堵。本研究的主要目的是利用VISSIM微仿真软件对交通信号控制器进行优化。它旨在最大限度地减少交通拥堵、排放和燃料消耗。本研究主要针对由三条腿有信号交叉口、四条腿无信号交叉口和三条腿无信号交叉口组成的拥挤交通走廊,开发交通信号控制器优化方案。整个走廊在这里建模,并优化了已经有信号的三脚交叉口。通过VISSIM内置的优化功能和韦伯斯特方法分别对交通信号控制器进行优化。结果表明,VISSIM优化和Webster优化分别降低了14.89%和14.11%的排放和燃油消耗。通过VISSIM优化信号配时与人工计算信号配时的比较,发现信号配时优化比人工计算信号配时提供了更多的改进结果。与现有的交通信号控制器优化技术相比,使用该方法可以在短时间内以很少的步骤优化交通信号控制器,而无需任何迭代。因此,所提出的方法是优化交通信号控制器的一种很好的替代方法。
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