An improved multi-value cellular automata model for heterogeneous bicycle traffic flow

被引:55
作者
Jin, Sheng [1 ]
Qu, Xiaobo [2 ]
Xu, Cheng [3 ,4 ]
Ma, Dongfang [5 ]
Wang, Dianhai [1 ]
机构
[1] Zhejiang Univ, Coll Civil Engn & Architecture, Hangzhou 310058, Zhejiang, Peoples R China
[2] Griffith Univ, Griffith Sch Engn, Gold Coast 4222, Australia
[3] Zhejiang Police Coll, Dept Transportat Management Engn, Hangzhou 310053, Zhejiang, Peoples R China
[4] Jilin Univ, Coll Transportat, Changchun 130022, Peoples R China
[5] Zhejiang Univ, Ocean Coll, Hangzhou 310058, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Regular bicycle; Electric bicycle; Multi-value cellular automata model; Fundamental diagram; Capacity; SIMULATION;
D O I
10.1016/j.physleta.2015.07.031
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This letter develops an improved multi-value cellular automata model for heterogeneous bicycle traffic flow taking the higher maximum speed of electric bicycles into consideration. The update rules of both regular and electric bicycles are improved, with maximum speeds of two and three cells per second respectively. Numerical simulation results for deterministic and stochastic cases are obtained. The fundamental diagrams and multiple states effects under different model parameters are analyzed and discussed. Field observations were made to calibrate the slowdown probabilities. The results imply that the improved extended Burgers cellular automata (IEBCA) model is more consistent with the field observations than previous models and greatly enhances the realism of the bicycle traffic model. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:2409 / 2416
页数:8
相关论文
共 50 条
[31]   Cellular automata model for Urban Road traffic flow Considering Internet of Vehicles and emergency vehicles [J].
Zhao, Han-Tao ;
Zhao, Xin ;
Lu, Jian-cheng ;
Xin, Liu-yan .
JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 47
[32]   An Analysis on Mixed Traffic Flow of Conventional Passenger Cars and Microcars Using a Cellular Automata Model [J].
Mu, Rui ;
Yamamoto, Toshiyuki .
8TH INTERNATIONAL CONFERENCE ON TRAFFIC AND TRANSPORTATION STUDIES (ICTTS), 2012, 43 :457-465
[33]   A Cellular Automata Simulation for Traffic Flow on Multi-lane Freeways under Various Control Rules [J].
Ma, Ke ;
Yan, Baoyue ;
Luo, Xinggang .
2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2014, :455-460
[34]   Real highway traffic simulations based on a cellular automata model [J].
Campari, EG ;
Clemente, M ;
Levi, G ;
Quadrani, L .
Traffic and Granular Flow '03, 2005, :73-78
[35]   An improved cellular automata model for TiN inclusion precipitation [J].
Gao Xiaohan ;
Meng Xiangning ;
Cui Lei ;
Zhang Kun ;
Meng Yunfei ;
Zhu Miaoyong .
MATERIALS RESEARCH EXPRESS, 2020, 7 (05)
[36]   Cellular Automata Simulation of Urban Traffic Flow Considering Bus Lane [J].
Zhou, Tianqi ;
Peng, Lijuan .
INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2013, 9 :65-70
[37]   Simulation of Urban Macro-Traffic Flow Based on Cellular Automata [J].
Pang, Hali ;
Yang, Xu .
PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, :520-524
[38]   Cellular Automata Model Properties: Representation of Saturation Flow [J].
Spyropoulou, Ioanna .
CELLULAR AUTOMATA, ACRI 2012, 2012, 7495 :817-826
[39]   Potential field cellular automata model for pedestrian flow [J].
Zhang, Peng ;
Jian, Xiao-Xia ;
Wong, S. C. ;
Choi, Keechoo .
PHYSICAL REVIEW E, 2012, 85 (02)
[40]   Preliminary Model of Saturated Flow Using Cellular Automata [J].
De Rango, Alessio ;
Furnari, Luca ;
Giordano, Andrea ;
Senatore, Alfonso ;
D'Ambrosio, Donato ;
Straface, Salvatore ;
Mendicino, Giuseppe .
NUMERICAL COMPUTATIONS: THEORY AND ALGORITHMS, PT I, 2020, 11973 :256-268