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Managing traffic flows for cleaner cities: the role of green navigation systems

机译:管理更清洁城市的交通流量:绿色导航系统的作用

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摘要

Cities worldwide suffer from serious air pollution problems and are main contributors to climate change. Green Navigation systems have a great potential to reduce fuel consumption and exhaust emissions from traffic. This research evaluates the impacts of different percentages of green drivers on traffic, CO2, and NOx over the entire Madrid Region. A macroscopic traffic model was combined with an enhanced macroscopic emissions model and a GIS (Geographic Information Systems) to simulate emissions on the basis of average vehicle speeds and traffic intensity at the link level. NOx emissions are evaluated, taking into account not only the exhaust emissions produced by transport activity, but also the amount of the population exposed to these air pollutants. Results show up to 10.4% CO2 and 13.8% NOx reductions in congested traffic conditions for a 90% penetration of green drivers; however, the population´s exposure to NOx increases up to 20.2%. Moreover, while traffic volumes decrease by 13.5% for the entire region, they increase by up to 16.4% downtown. Travel times also increase by 28.7%. Since green drivers tend to choose shorter routes through downtown areas, eco-routing systems are an effective tool for fighting climate change, but are ineffective to reduce air pollution in dense urban areas.
机译:世界各地的城市都遭受严重的空气污染问题,并且是造成气候变化的主要因素。绿色导航系统具有巨大的潜力,可以减少交通中的燃油消耗和废气排放。这项研究评估了整个马德里地区不同比例的绿色驾驶员对交通,二氧化碳和氮氧化物的影响。将宏观交通模型与增强的宏观排放模型和GIS(地理信息系统)相结合,以基于平均汽车速度和链路级别的交通强度来模拟排放。评估NOx排放时,不仅要考虑运输活动产生的废气排放,还要考虑暴露于这些空气污染物的人口数量。结果显示,在拥堵的交通状况下,对于90%的绿色驾驶员而言,二氧化碳排放量减少了10.4%,氮氧化物减少了13.8%。然而,人口对NOx的暴露增加了20.2%。此外,尽管整个地区的交通量减少了13.5%,但市区的交通量却增加了16.4%。出行时间也增加了28.7%。由于绿色驾驶员倾向于选择经过市区的较短路线,因此生态路由系统是应对气候变化的有效工具,但在减少人口稠密的城市地区的空气污染方面却无济于事。

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