A Traffic Simulation Package Based on Travel Demand
Commenced in January 2007
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A Traffic Simulation Package Based on Travel Demand

Authors: Tuong Huan Nguyen, Quoc Bao Vo, Hai L. Vu

Abstract:

In this paper we propose a new traffic simulation package, TDMSim, which supports both macroscopic and microscopic simulation on free-flowing and regulated traffic systems. Both simulators are based on travel demands, which specify the numbers of vehicles departing from origins to arrive at different destinations. The microscopic simulator implements the carfollowing model given the pre-defined routes of the vehicles but also supports the rerouting of vehicles. We also propose a macroscopic simulator which is built in integration with the microscopic simulator to allow the simulation to be scaled for larger networks without sacrificing the precision achievable through the microscopic simulator. The macroscopic simulator also enables the reuse of previous simulation results when simulating traffic on the same networks at later time. Validations have been conducted to show the correctness of both simulators.

Keywords: Macroscopic, Microscopic, Simulation, Traffic, Travel demand, Fundamental diagrams.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1077750

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[1] J. Miller, and E. Horowitz, "FreeSim - A Free Real-Time Freeway Traffic Simulator", Proc. IEEE Conference on Intelligent Transportation Systems, ITSC, pp. 18-23, 2007.
[2] Owen, E. Larry, Y. Zhang, L. Rao, and G. McHale, "Traffic Flow Simulation Using CORSIM." Proceedings of the 2000 Winter Simulation Conference, December 10-13, 2000.
[3] Q. Yang, and H. N. Koutsopoulos, "A Microscopic Traffic Simulator for Evaluation of Dynamic Traffic Management Systems." Transpn Res., Part C, Volume 4, Number 3, 1996.
[4] Cameron, Gordon, J.N. Wylie, and D. McArthur, "Paramics: Moving Vehicles on the Connection Machine." Proceedings of the 1994 ACM/IEEE Conference on Supercomputing, November 14-19, 1994.
[5] Wang, Yibing, MarkosPapageorgiou, Albert Messmer,"RENAISSANCE: A Real-Time Freeway Network Traffic Surveillance Tool." IEEE 9th International Intelligent Transportation Systems Conference, September 17-20, 2006.
[6] Redmill, A. Keith, and U.Ozguner, "VATSIM: A Vehicle and Traffic Simulator." IEEE 2nd Inetrnational Intelligent Transportation Systems Conference, October 5-8, 2001.
[7] Fellendorf, Martin, "VISSIM: A Microscopic Simulation Tool to Evaluate Actuated Signal Control Including Bus Priority." 64th Institute of Transportation Engineers Annual Meeting, October 1994.
[8] Ch. L. Barrett, S. Eubank, K. Nagel, S. Rasmussen, J. Riordan, and M. Wolinsky, "Issues in the Representation of Traffic Using Multi- Resolution Cellular Automata", Los Alamos National Laboratory Technical Report: LA/UR 95-2658.
[9] P. Wagner, "Traffic Simulations Using Cellular Automata: Comparison with Reality", Traffic and Granular Flow, 1996.
[10] J. Esser, M. Schreckenberg, "Microscopic simulation of urban traffic based on cellular automata", International Journal of Modern Physics C, vol. 8, no. 5, pp. 1025-1036, 1997.
[11] J. Maroto, E. Delso, J. Flez, and J. M, Cabanellas, "Real-time traffic simulation with a microscopic model", IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 4, pp. 513-527, 2006.
[12] Q. Yang, and H. N. Koutsopoulos, "A microscopic traffic simulator for evaluation of dynamic traffic management systems", Transp. Res. Part C, vol. 4, no. 3, pp. 113-129, 1996.
[13] G. I. Duncan, "PARAMICS wide area microscopic simulation of ATT and traffic management", Proc. 28th ISATA Conf., Stuttgart, Germany, pp. 475-484, 1995.
[14] J. Barcelo, J. F. Ferrer, D. Garcia, M. Florian, and L. E.Saux, "The parallelization of AIMSUN2 microscopic simulator for ITS applications", Proc. 3rd World Congr. Intell. Transp. Syst., Orlando, FL, 1996.
[15] J. Li, andY. Xu, "Dependence patterns associated with the fundamental diagram: a copula function approach", Journal of Zhejiang University- Science A, vol. 11, no. 1, pp. 18-24, 2010.
[16] H. Greenberg, "An analysis of traffic flow". Operations Research, vol. 7, pp. 79-85, 1959.
[17] G. F. Newell, "Instability in Dense Highway Traffic", Proceedings of 2nd International Symposium on the Theory of Road Traffic Flow, pp. 73-83, 1965.