Impacts of autonomous on-demand mobility service: A simulation experiment in the City of Athens

被引:6
|
作者
Mourtakos, Vasileios [1 ]
Oikonomou, Maria G. [1 ]
Kopelias, Pantelis [2 ]
Vlahogianni, Eleni, I [1 ]
Yannis, George [1 ]
机构
[1] Natl Tech Univ Athens, Dept Transportat Planning & Engn, 5 Heroon Polytech St, GR-15773 Athens, Greece
[2] Univ Thessaly, Dept Civil Engn, Volos, Greece
基金
欧盟地平线“2020”;
关键词
CAVs; shuttle service; DARP; optimization; traffic microsimulation; impact assessment; VEHICLE-ROUTING PROBLEM;
D O I
10.1080/19427867.2021.2000571
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
High-capacity Connected and Autonomous Vehicles (CAVs) are expected to be extensively utilized by on-demand services. This paper aims to assess the impacts of large-scale autonomous on-demand mobility services on traffic, environment, and road safety, under various service specifications using microsimulation. To that end, an urban on-demand shuttle service was designed, optimized, based on a variation of the Dial-a-Ride optimization problem (DARP), and implemented in the road network of the city of Athens to serve different portions of demand with various capacity specifications. It was then investigated through forty mobility scenarios, with differences in policy implementation and market penetration rate of CAVs. Findings show that it led to improved network level traffic conditions, as delays decreased, and that traffic impacts evolve with fleet capacity and served demand. Furthermore, the number of conflicts decreased and the environmental conditions significantly improved, with CAVs in the network, while the traveled distance increased.
引用
收藏
页码:1138 / 1150
页数:13
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