A Microscopic Traffic Model Incorporating Vehicle Vibrations Due to Pavement Condition

Date

2023

Authors

Ali, Faryal
Khan, Zawar Hussain
Khattak, Khurram Shehzad
Gulliver, Thomas Aaron
Altamimi, Ahmed B.

Journal Title

Journal ISSN

Volume Title

Publisher

Mathematics

Abstract

A microscopic traffic flow model is developed that incorporates vehicle vibrations due to pavement condition. The Intelligent Driver (ID) model employs a fixed exponent so traffic behavior is the same regardless of the road condition. Thus, it ignores the underlying physics. To address this limitation, the proposed model employs the Pavement Condition Index (PCI) in describing traffic behavior. The performance of both models is evaluated on a 3000 m circular road using the Euler numerical discretization technique. The results show that the performance of the proposed model varies with the pavement condition (PCI), as expected. Furthermore, the traffic flow increases with vehicle speed. The oscillations in speed and density with the proposed model decrease as the PCI increases, and are larger when the speed is higher. Consequently, the results with the proposed model align more closely with reality as they are based on the PCI, and so are a more accurate representation of traffic behavior.

Description

Keywords

traffic exponent, Intelligent Driver model, microscopic traffic flow, Pavement Condition Index, vehicle vibration

Citation

Ali, F., Khan, Z. H., Khattak, K. S., Gulliver, T. A., & Altamimi, A. B. (2023). A microscopic traffic model incorporating vehicle vibrations due to pavement condition. Mathematics, 11(24), 4911. https://doi.org/10.3390/math11244911