Assessing the impact of Autonomous Vehicles on urban noise pollution

IF 1.7 Q2 ACOUSTICS
S. M. Patella, F. Aletta, L. Mannini
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引用次数: 11

Abstract

Abstract This paper presents the results of a noise emission study of Autonomous Vehicles (AVs) and their impact on the road network. By comparing the current situation with a future hypothetical scenario (100% AVs penetration), this study highlights the positive effect, in terms of noise pollution, of the adoption of AVs on a real road network (city of Rome). For this scope, a traffic simulation-based approach was used to investigate the effects of AVs on the network congestion. Results show that the full AVs penetration scenario leads to an improvement in the network performances in terms of travel time and average network speed. Moreover, the amount of Vehicle Kilometre Travelled (VKT) shows an 8% increase on longer extra-urban routes, due to the higher capacity impact of AVs on highways, with a consequent load reduction for intra-urban shortcutting routes. These results are also reflected in terms of noise emission. In fact, the central area would benefit from lower noise emission, whereas an increase in traffic volume and speed lead to worsened conditions for some specific highway links of the network. Overall, it was shown that a 100% AVs fleet would have a beneficial effect for the noise pollution, leading to a general reduction of noise emissions, which is more pronounced for intra-urban roads.
评估自动驾驶汽车对城市噪声污染的影响
摘要本文介绍了自动驾驶汽车的噪声排放研究结果及其对道路网络的影响。通过将当前情况与未来假设情景(100%AVs渗透率)进行比较,本研究强调了在实际道路网络(罗马市)上采用AVs在噪音污染方面的积极影响。针对这一范围,使用了一种基于流量模拟的方法来研究AV对网络拥塞的影响。结果表明,全AVs渗透场景在旅行时间和平均网络速度方面提高了网络性能。此外,由于自动车辆对高速公路的通行能力影响更大,城市外较长路线的车辆行驶公里数(VKT)增加了8%,从而降低了城市内快捷路线的负荷。这些结果也反映在噪声发射方面。事实上,中心地区将受益于较低的噪音排放,而交通量和速度的增加会导致网络中某些特定公路连接的条件恶化。总体而言,研究表明,100%的AVs车队将对噪音污染产生有益影响,从而普遍减少噪音排放,这在城市内部道路上更为明显。
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
Noise Mapping
Noise Mapping ACOUSTICS-
CiteScore
7.80
自引率
17.90%
发文量
5
审稿时长
12 weeks
期刊介绍: Ever since its inception, Noise Mapping has been offering fast and comprehensive peer-review, while featuring prominent researchers among its Advisory Board. As a result, the journal is set to acquire a growing reputation as the main publication in the field of noise mapping, thus leading to a significant Impact Factor. The journal aims to promote and disseminate knowledge on noise mapping through the publication of high quality peer-reviewed papers focusing on the following aspects: noise mapping and noise action plans: case studies; models and algorithms for source characterization and outdoor sound propagation: proposals, applications, comparisons, round robin tests; local, national and international policies and good practices for noise mapping, planning, management and control; evaluation of noise mitigation actions; evaluation of environmental noise exposure; actions and communications to increase public awareness of environmental noise issues; outdoor soundscape studies and mapping; classification, evaluation and preservation of quiet areas.
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