Effect of stochastic transition in the fundamental diagram of traffic flow
Siqueira, AF; Peixoto, CJT; Wu, C; Qian, WL; Qian, WL (reprint author), Univ Sao Paulo, Escola Engn Lorena, Dept Ciencias Basicas & Ambientais, BR-05508 Sao Paulo, SP, Brazil.
2016
发表期刊TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
ISSN0191-2615
卷号87期号:-页码:1—13
文章类型期刊文献
摘要In this work, we propose an alternative stochastic model for the fundamental diagram of traffic flow with minimal number of parameters. Our approach is based on a mesoscopic viewpoint of the traffic system in terms of the dynamics of vehicle speed transitions. A key feature of the present approach lies in its stochastic nature which makes it possible to study not only the flow-concentration relation, namely, the fundamental diagram, but also its uncertainty, namely, the variance of the fundamental diagram an important characteristic in the observed traffic flow data. It is shown that in the simplified versions of the model consisting of only a few speed states, analytic solutions for both quantities can be obtained, which facilitate the discussion of the corresponding physical content. We also show that the effect of vehicle size can be included into the model by introducing the maximal congestion density kmax. By making use of this parameter, the free flow region and congested flow region are naturally divided, and the transition is characterized by the capacity drop at the maximum of the flow-concentration relation. The model parameters are then adjusted to the observed traffic flow on the 1-80 Freeway Dataset in the San Francisco area from the NGSIM program, where both the fundamental diagram and its variance are reasonably reproduced. Despite its simplicity, we argue that the current model provides an alternative description for the fundamental diagram and its uncertainty in the study of traffic flow. (C) 2016 Elsevier Ltd. All rights reserved.
关键词Cellular-automaton Model Car-following Model Variational Formulation Differential-equations Simulation Time Stabilization Noise Congestion Derivation
DOI10.1016/j.trb.2016.02.003
收录类别SCI
语种英语
WOS记录号WOS:000375512100001
引用统计
被引频次:5[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.sinap.ac.cn/handle/331007/25699
专题中科院上海应用物理研究所2011-2018年
通讯作者Qian, WL (reprint author), Univ Sao Paulo, Escola Engn Lorena, Dept Ciencias Basicas & Ambientais, BR-05508 Sao Paulo, SP, Brazil.
推荐引用方式
GB/T 7714
Siqueira, AF,Peixoto, CJT,Wu, C,et al. Effect of stochastic transition in the fundamental diagram of traffic flow[J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL,2016,87(-):1—13.
APA Siqueira, AF,Peixoto, CJT,Wu, C,Qian, WL,&Qian, WL .(2016).Effect of stochastic transition in the fundamental diagram of traffic flow.TRANSPORTATION RESEARCH PART B-METHODOLOGICAL,87(-),1—13.
MLA Siqueira, AF,et al."Effect of stochastic transition in the fundamental diagram of traffic flow".TRANSPORTATION RESEARCH PART B-METHODOLOGICAL 87.-(2016):1—13.
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