Logistic modeling of the equilibrium speed-density relationship

Haizhong Wang, Jia Li, Qian Yong Chen, Daiheng Ni

Research output: Contribution to journalArticle

57 Scopus citations

Abstract

The fundamental diagram, as the graphical representation of the relationships among traffic flow, speed, and density, has been the foundation of traffic flow theory and transportation engineering. Seventy-five years after the seminal Greenshields model, a variety of models have been proposed to mathematically represent the speed-density relationship which underlies the fundamental diagram. Observed in these models was a clear path toward two competing goals: mathematical elegance and empirical accuracy. As the latest development of such a pursuit, this paper presents a family of speed-density models with varying numbers of parameters. All of these models perform satisfactorily and have physically meaningful parameters. In addition, speed variation with traffic density is accounted for; this enables statistical approaches to traffic flow analysis. The results of this paper not only improve our understanding of traffic flow but also provide a sound basis for transportation engineering studies.

Original languageEnglish
Pages (from-to)554-566
Number of pages13
JournalTransportation Research Part A: Policy and Practice
Volume45
Issue number6
DOIs
StatePublished - Jul 2011

Keywords

  • Fundamental diagram
  • Generalized logistic curve
  • Logistic speed-density model

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