TY - GEN
T1 - Stability Analysis of Mixed Traffic Flow with Connected and Autonomous Vehicles Based on Simplified DSM Model
AU - Long, Wenmin
AU - Lu, Guangquan
AU - Liu, Miaomiao
N1 - Publisher Copyright:
© ASCE.
PY - 2023
Y1 - 2023
N2 - The applications of mobile communication and automatic driving-related technologies in transportation have made a revolution for us in traffic information perception, vehicle cooperative control, and traffic management. Besides, the emergence and development of connected vehicles (CV) and connected and autonomous vehicles (CAV) have gradually changed the traditional traffic flow into a mixed one. In order to investigate their influences and characteristics of mixed traffic flows, this paper constructs an analysis model to derive the linear stability condition of the mixed traffic flow with CV and CAV based on the simplified desired safety margin (SDSM) model. Several numerical experiments are conducted to analyze the string stability of homogeneous and heterogeneous traffic flow, respectively. The results reveal that the presence of CAV could contribute to improving the string stability as well as reducing rear-end crashes. The higher the penetration rate of CAV, the more stable the string. And the time delay in drivers and communications is not conducive to the string stability. Besides, it is also found that controllable vehicles show great potential in preventing shockwave formation and propagation, suggesting a new way in traffic flow management.
AB - The applications of mobile communication and automatic driving-related technologies in transportation have made a revolution for us in traffic information perception, vehicle cooperative control, and traffic management. Besides, the emergence and development of connected vehicles (CV) and connected and autonomous vehicles (CAV) have gradually changed the traditional traffic flow into a mixed one. In order to investigate their influences and characteristics of mixed traffic flows, this paper constructs an analysis model to derive the linear stability condition of the mixed traffic flow with CV and CAV based on the simplified desired safety margin (SDSM) model. Several numerical experiments are conducted to analyze the string stability of homogeneous and heterogeneous traffic flow, respectively. The results reveal that the presence of CAV could contribute to improving the string stability as well as reducing rear-end crashes. The higher the penetration rate of CAV, the more stable the string. And the time delay in drivers and communications is not conducive to the string stability. Besides, it is also found that controllable vehicles show great potential in preventing shockwave formation and propagation, suggesting a new way in traffic flow management.
UR - https://www.scopus.com/pages/publications/85181532120
U2 - 10.1061/9780784485040.031
DO - 10.1061/9780784485040.031
M3 - 会议稿件
AN - SCOPUS:85181532120
T3 - CICTP 2023: Emerging Data-Driven Sustainable Technological Innovation in Transportation - Proceedings of the 23rd COTA International Conference of Transportation Professionals
SP - 310
EP - 317
BT - CICTP 2023
A2 - Chen, Yanyan
A2 - Ma, Jianming
A2 - Zhang, Guohui
A2 - Wang, Haizhong
A2 - Sun, Lijun
A2 - He, Zhengbing
PB - American Society of Civil Engineers (ASCE)
T2 - 23rd COTA International Conference of Transportation Professionals: Emerging Data-Driven Sustainable Technological Innovation in Transportation, CICTP 2023
Y2 - 14 July 2023 through 17 July 2023
ER -