English

The Traffic Reaction Model: A kinetic compartmental approach to road traffic modeling

Numerical Analysis 2024-01-03 v2 Numerical Analysis Systems and Control Systems and Control

Abstract

In this work, a family of finite volume discretization schemes for LWR-type first order traffic flow models (with possible on- and off-ramps) is proposed: the Traffic Reaction Model (TRM). These schemes yield systems of ODEs that are formally equivalent to the kinetic systems used to model chemical reaction networks. An in-depth numerical analysis of the TRM is performed. On the one hand, the analytical properties of the scheme (nonnegative, conservative, capacity-preserving, monotone) and its relation to more traditional schemes for traffic flow models (Godunov, CTM) are presented. Finally, the link between the TRM and kinetic systems is exploited to offer a novel compartmental interpretation of traffic models. In particular, kinetic theory is used to derive dynamical properties (namely persistence and Lyapunov stability) of the TRM for a specific road configuration. Two extensions of the proposed model, to networks and changing driving conditions, are also described.

Keywords

Cite

@article{arxiv.2101.10190,
  title  = {The Traffic Reaction Model: A kinetic compartmental approach to road traffic modeling},
  author = {M. Pereira and B. Kulcsár and Gy. Lipták and M. Kovács and G. Szederkényi},
  journal= {arXiv preprint arXiv:2101.10190},
  year   = {2024}
}

Comments

Pulished version of the first draft that was on ArXiv. Detailed proofs of the results and some extra analysis of the scheme were added. 24 pages, 9 figures