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Modeling different penetration rates of eco-driving in urban areas: Impacts on traffic flow and emissions

机译:模拟城市地区不同的生态驾驶渗透率:对交通流量和排放的影响

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摘要

Climate change and air quality are two main environmental challenges in metropolitan areas. As road transportation is one of the main contributors, public administrations are facing these problems with a number of complementary policy measures: shift to cleaner modes, new fuels and vehicle technologies, demand management, and the use of information and communication technologies (ICT) applied to transportation. Eco-driving is one of the measures that present large fuel savings at individual level. Although these savings are well documented in the literature, few studies focus on how eco-drivers driving patterns affect the surrounding vehicles and the traffic in general, and more particularly what would be the impact when the number of eco-drivers grows. Using a traffic microsimulation tool, four models in urban context have been built, corresponding to the different types of urban roads. Both the base-case and the parameters setting to simulate eco-driving have been calibrated with real data collected through floating vehicles performing the trips with normal and eco behaviors. In total, 72 scenarios were simulated, varying the type of road, traffic demand, and the percentage of eco-drivers. Then, the CO2 and NOx emissions have been estimated through a microscopic emission model. The results show that in scenarios with low or medium demand levels and increasing number of eco-drivers, the effects are positive in terms of emissions. On the other side, with high percentage of eco-drivers and high traffic demand, the emissions rise. Higher headways and smooth acceleration and decelerations increase congestion, producing higher emissions globally.
机译:气候变化和空气质量是大都市地区的两个主要环境挑战。由于公路运输是主要的贡献者之一,公共行政部门面临着许多补充性的政策措施来面对这些问题:转向更清洁的模式,新的燃料和车辆技术,需求管理以及所应用的信息和通信技术(ICT)的使用去运输。环保驾驶是在个人层面节省大量燃油的措施之一。尽管这些节省量在文献中有充分的文献记载,但很少有研究关注生态驾驶员的驾驶方式如何影响周围的车辆和一般交通,尤其是当生态驾驶员数量增加时会产生什么影响。使用交通微仿真工具,已经建立了四种城市环境下的模型,分别对应于不同类型的城市道路。已使用通过浮动车辆收集的真实数据对模拟环保驾驶的基本情况和参数设置进行了校准,这些实际数据是通过以正常和环保行为进行行程的浮动车辆收集的。总共模拟了72种情况,改变了道路类型,交通需求和生态驾驶员的百分比。然后,通过微观排放模型估算了CO2和NOx排放。结果表明,在需求水平较低或中等且生态驱动因素增加的情况下,排放方面的影响是积极的。另一方面,随着高比例的生态驾驶员和高流量需求,排放量增加。较高的行进速度和平稳的加减速会加剧拥堵,从而在全球范围内产生更高的排放量。

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