Effects on Traffic Performance Due to Heterogeneity of Automated Vehicles on Motorways: A Microscopic Simulation Study

被引:10
|
作者
Postigo, Ivan [1 ,2 ]
Olstam, Johan [1 ,2 ]
Rydergren, Clas [2 ]
机构
[1] Swedish Natl Rd & Transport Res Inst VTI, Linkoping, Sweden
[2] Linkoping Univ, Dept Sci & Technol, Norrkoping, Sweden
基金
欧盟地平线“2020”;
关键词
Automated Vehicles; Automated Driving; Microscopic Simulation; Mixed Traffic;
D O I
10.5220/0010450701420151
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The introduction of automated vehicles (AVs) is commonly expected to improve different aspects of transportation. A long transition period is expected until AVs become prevalent on roads. During this period, different types of AVs with different driving logics will coexist along human driven vehicles. Using microscopic traffic simulation, this study investigates the range of potential impacts on traffic performance in terms of throughput and travel delays for different types of AVs and human driven vehicles on motorways. The simulation experiment includes scenarios with combinations of three different driving logics for AVs together with human driven vehicles at increasing penetration rates. The utilized AV driving logics represent the evolution of AVs, they were defined in the microscopic simulation tool Vissim and were created by modifying and extending the human driver behaviour models. The results of the simulation experiment show a decrease in vehicle throughput and significant effects on delay times when AVs with a more cautious driving logic are predominant. Overall, results show higher vehicle throughput and lower travel delays as AVs evolve to more advanced driving logics.
引用
收藏
页码:142 / 151
页数:10
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