Microscopic driving theory with oscillatory congested states: Model and empirical verification

被引:67
|
作者
Tian, Junfang [1 ]
Treiber, Martin [2 ]
Ma, Shoufeng [1 ]
Jia, Bin [3 ]
Zhang, Wenyi [3 ]
机构
[1] Tianjin Univ, Coll Management & Econ, Inst Syst Engn, Tianjin 300072, Peoples R China
[2] Tech Univ Dresden, Inst Transport Econ, D-01062 Dresden, Germany
[3] Beijing Jiaotong Univ, MOE Key Lab Urban Transportat Complex Syst Theory, Beijing 100044, Peoples R China
基金
中国国家自然科学基金;
关键词
Cellular automaton; Kerner's three-phase traffic flow; Fundamental Diagram Approach; Safe time gap; 3-PHASE TRAFFIC THEORY; CELLULAR-AUTOMATON MODEL; FUNDAMENTAL-DIAGRAM; SYNCHRONIZED FLOW; PHASE-TRANSITIONS; HIGHWAY; SIMULATION; STABILITY; VEHICLE; SYSTEMS;
D O I
10.1016/j.trb.2014.11.003
中图分类号
F [经济];
学科分类号
02 ;
摘要
The essential distinction between the Fundamental Diagram Approach (FDA) and Kerner's three-phase theory (KTPT) is the existence of a unique gap-speed (or flow-density) relationship in the former class. In order to verify this relationship, empirical data are analyzed with the following findings: (1) linear relationship between the actual space gap and speed can be identified when the speed difference between vehicles approximates zero; (2) vehicles accelerate or decelerate around the desired space gap most of the time. To explain these phenomena, we propose that, in congested traffic flow, the space gap between two vehicles will oscillate around the desired space gap in the deterministic limit. This assumption is formulated in terms of a cellular automaton. In contrast to FDA and KTPT, the new model does not have any congested steady-state solution. Simulations under periodic and open boundary conditions reproduce the empirical findings of KTPT. Calibrating and validating the model to detector data produces results that are better than that of previous studies. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:138 / 157
页数:20
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