Impact of Autonomous Vehicles on Roundabout Capacity

被引:19
作者
Boualam, Othmane [1 ]
Borsos, Attila [1 ]
Koren, Csaba [1 ]
Nagy, Viktor [2 ]
机构
[1] Szechenyi Istvan Univ, Dept Transport Infrastruct & Water Resources Engn, Egyet Ter 1, H-9026 Gyor, Hungary
[2] Szechenyi Istvan Univ, Dept Transport, Egyet Ter 1, H-9026 Gyor, Hungary
关键词
roundabout capacity; autonomous vehicles; PTV Vissim; HCM capacity model; AUTOMATED VEHICLES; MANAGEMENT; BEHAVIOR;
D O I
10.3390/su14042203
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Studying the impact of AVs on our road infrastructure offers a lot of potential in the transportation domain; one of these issues is how capacity will be affected. This paper presents a contribution to this research area by investigating the impact of AVs on the capacity of single-lane roundabouts using a microsimulation model. For the development of the model, a roundabout situated in Gyor (Hungary) was selected and field data on the roundabout geometric characteristics as well as traffic volumes were used. Simulations using Vissim were run for various scenarios based on varying input traffic volumes and market penetration rates of AVs to assess queue lengths. The highway capacity manual (HCM) roundabout model was used to estimate the capacity of the existing roundabout. Values of follow-up times and critical gaps were set to decreasing as the penetration rate of AVs increases. The results demonstrated that 20% and 40% AVs in the flow would increase leg capacities by about 10% and 20%, respectively. Furthermore, a reduction in excessive queue lengths was estimated and capacities and queue lengths were calculated by legs. It was found that these are highly influenced by the distribution of flows among legs, and the share of flows in various directions.
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页数:14
相关论文
共 32 条
[11]   Freeway Traffic Speed Estimation of Mixed Traffic Using Data from Connected and Autonomous Vehicles with a Low Penetration Rate [J].
He, Shanglu ;
Guo, Xiaoyu ;
Ding, Fan ;
Qi, Yong ;
Chen, Tao .
JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020
[12]  
Horvath B., 2021, P 12 IEEE INT C COGN
[13]  
Hungarian Road and Rail Society, 2010, DES ROUND E UT 03 03, Ve-UT 03.03.11:2010 ed.
[14]  
KEMI, 2016, SWED CHEM AG FLOW AN
[15]   Conflicts of Automated Driving With Conventional Traffic Infrastructure [J].
Lengyel, Henrietta ;
Tettamanti, Tamas ;
Szalay, Zsolt .
IEEE ACCESS, 2020, 8 :163280-163297
[16]   Calibrating VISSIM for the German Highway Capacity Manual [J].
Leyn, Ulrike ;
Vortisch, Peter .
TRANSPORTATION RESEARCH RECORD, 2015, (2483) :74-79
[17]  
Macioszek E., 2017, P 5 INT ROUND C
[18]   Traffic management with autonomous and connected vehicles at single-lane roundabouts [J].
Martin-Gasulla, Marilo ;
Elefteriadou, Lily .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2021, 125 (125)
[19]   Trajectory control in roundabouts with a mixed fleet of automated and human-driven vehicles [J].
Mohebifard, Rasool ;
Hajbabaie, Ali .
COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING, 2022, 37 (15) :1959-1977
[20]   Studying the Safety Impact of Autonomous Vehicles Using Simulation-Based Surrogate Safety Measures [J].
Morando, Mark Mario ;
Tian, Qingyun ;
Truong, Long T. ;
Vu, Hai L. .
JOURNAL OF ADVANCED TRANSPORTATION, 2018,