Using Smart Traffic Lights to Reduce CO2 Emissions and Improve Traffic Flow at Intersections: Simulation of an Intersection in a Small Portuguese City

被引:2
|
作者
Santos, Osvaldo [1 ]
Ribeiro, Fernando [1 ]
Metrolho, Jose [1 ]
Dionisio, Rogerio [1 ]
机构
[1] Polytech Inst Castelo Branco, R&D Unit Digital Serv Applicat & Content, P-6000767 Castelo Branco, Portugal
关键词
CO2; emissions; smart traffic lights; smart intersections; estimation; reducing CO2; road traffic simulation; vehicle specific power; consumption estimation; intelligent traffic lights; EXTREME WEATHER; SIGNALS; EVENTS;
D O I
10.3390/asi7010003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Reducing CO(2 )emissions is currently a key policy in most developed countries. In this article, we evaluate whether smart traffic lights can have a relevant role in reducing CO2 emissions in small cities, considering their specific traffic profiles. The research method is a quantitative modelling approach tested by computational simulation. We propose a novel microscopic traffic simulation framework, designed to simulate realistic vehicle kinematics and driver behaviour, and accurately estimate CO(2 )emissions. We also propose and evaluate a routing algorithm for smart traffic lights, specially designed to optimize CO(2 )emissions at intersections. The simulations reveal that deploying smart traffic lights at a single intersection can reduce CO2 emissions by 32% to 40% in the vicinity of the intersection, depending on the traffic density. The simulations show other advantages for drivers: an increase in average speed of 60% to 101% and a reduction in waiting time of 53% to 95%. These findings can be useful for city-level decision makers who wish to adopt smart technologies to improve traffic flows and reduce CO2 emissions. This work also demonstrates that the simulator can play an important role as a tool to study the impact of smart traffic lights and foster the improvement in smart routing algorithms to reduce CO2 emissions.
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页数:18
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