Equilibrium analysis of morning commuting and parking under spatial capacity allocation in the autonomous vehicle environment

被引:10
作者
Zhang, Xiang [1 ]
Liu, Wei [2 ]
Levin, Michael [3 ]
Waller, S. Travis [4 ]
机构
[1] Dalian Maritime Univ, Coll Transportat Engn, Dalian, Liaoning, Peoples R China
[2] Hong Kong Polytech Univ, Dept Aeronaut & Aviat Engn, Hong Kong, Peoples R China
[3] Univ Minnesota, Dept Civil Environm & Geoengn, Minneapolis, MN USA
[4] Tech Univ Dresden, Friedrich List Fac Transport & Traff Sci, Dresden, Germany
基金
澳大利亚研究理事会; 中国国家自然科学基金;
关键词
Autonomous vehicles; Morning commute; Spatial capacity allocation; Bottleneck model; User equilibrium; System optimum; BOTTLENECK; MODEL; CONGESTION; PATTERNS; CORRIDOR; BEHAVIOR; DESIGN; RIDE; CITY; LANE;
D O I
10.1016/j.tre.2023.103071
中图分类号
F [经济];
学科分类号
02 ;
摘要
This study analytically investigates the morning commuting and parking patterns of autonomous vehicles (AVs) under different spatial road capacity allocation schemes (i.e., capacity split between inbound and outbound travel directions). Given that self-driving AV might park far away from commuters' destination, we investigate equilibrium departure/arrival and parking patterns for AVs subject to the spatial road capacity allocation. We also analyse the system optimum traffic pattern for AV morning commute under a given capacity allocation scheme. Furthermore, we examine optimal capacity allocation strategies under user equilibrium and system optimum AV traffic patterns, respectively, which aim to minimise the total system travel cost. Numerical studies are conducted to illustrate the model and analysis. The results reveal the sensitivity of different efficiency metrics with respect to AV parking supply and road capacity allocation schemes, and provide insights into the infrastructure management with future automated transport.
引用
收藏
页数:24
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