On the Relationship between Traffic Hysteresis and String Stability of Vehicle Platoons

被引:4
作者
Mattas, K. [1 ]
Albano, G. [2 ]
Dona, R. [1 ]
He, Y. [3 ]
Ciuffo, B. [1 ]
机构
[1] European Commiss Joint Res Ctr, Ispra, VA, Italy
[2] Seidor Italia, Milan, Italy
[3] Univ Surrey, Sch Mech Engn, Guildford, England
关键词
Traffic hysteresis; Vehicles' String Stability; Traffic oscillations; Connected and Automated Vehicles; CAR-FOLLOWING MODELS; OSCILLATIONS; FLOW; INSTABILITY; CONGESTION; MECHANISM; DYNAMICS;
D O I
10.1016/j.trb.2023.102785
中图分类号
F [经济];
学科分类号
02 ;
摘要
The existence, source, and characteristics of hysteresis loops in traffic oscillations have been extensively investigated in the past decades. At the same time, the string stability of vehicle platoons has also attracted significant attention and has been considered the main cause of the spontaneously emerging oscillations. However, the relationship between these two seemingly related properties remains underexplored, leading to deficits in knowledge about the effect of microscopic controllers' operations on macroscopic traffic characteristics. Filling this gap be-comes important with the advent of driving automation and the possibility to make future road transport not only safer but also more efficient. This would however require setting proper re-quirements to their operations, able to ensure that they would generate an efficient traffic flow without limiting too much the freedom of the system developers.By analyzing both simulation and real-world data, the present work has confirmed the exis-tence of a strong correlation between hysteresis and string instability. In particular, string un-stable platoons are found to be also hysteretic, while only a limited number of string stable platoons were hysteretic. Further, for a simple linear car following model, hysteresis loops are shown to emerge in the absence of inter-driver and/or intra-driver heterogeneity, which have been suggested as the main sources of hysteresis. This implies a new mechanism that can lead to hysteresis, emerging as a characteristic of the driving behavior. An analytical investigation of this mechanism shows a link to string instability, at least for the simple linear model used. Although further research will be needed in order to generalize the findings of this paper, the present results strongly suggest that introducing a requirement for string stability may lead to a significant reduction in the occurrence and the negative effects of traffic oscillations.
引用
收藏
页数:16
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