TY - JOUR PY - 2023// TI - The impact of connected automated vehicles and platoons on the traffic safety and stability in complex heterogeneous traffic systems JO - Physica A: statistical mechanics and its applications A1 - Zeng, Junwei A1 - Qian, Yongsheng A1 - Wang, Wenhai A1 - Xu, Dejie A1 - Li, Haijun SP - e129195 EP - e129195 VL - 629 IS - N2 - This paper proposes a cellular automata model for highway heterogeneous traffic flow mixed with CAVs (connected automated vehicles) and HDVs (human-driven vehicles). The classic Gipps safety distance model as well as the four car-following modes between CAVs and HDVs are introduced into the model. By considering the platooning behavior of CAVs, the influence of CAVs (platoons) on the of heterogeneous traffic flow is simulated under different densities and penetration rates. The results show that CAVs (platoons) contribute to improve the passing capacity of heterogeneous traffic flow. Specifically, CAVs (platoons) can reduce the congestion extent and accelerate the dissipation of congestion, and this effect is more obvious with the increase of penetration rate. Besides, different penetration rates correspond to different optimal platoon length, and the optimal platoon length is 6-8 vehicles. From the TERCRI index, it can be found that CAVs can improve the overall road safety.

Language: en

LA - en SN - 0378-4371 UR - http://dx.doi.org/10.1016/j.physa.2023.129195 ID - ref1 ER -