American Institute of Mathematical Sciences

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June  2014, 7(3): 435-447. doi: 10.3934/dcdss.2014.7.435

A front tracking method for a strongly coupled PDE-ODE system with moving density constraints in traffic flow

Maria Laura Delle Monache 1, and  Paola Goatin 2,

1. 

Inria Sophia Antipolis-Méditerranée - EPI OPALE, 2004, Route des Lucioles - BP 93, 06902 - Sophia Antipolis Cedex, France
2. 

INRIA Sophia Antipolis - Méditerranée, EPI OPALE, 2004, route des Lucioles - BP 93, 06902 Sophia Antipolis Cedex

Received  July 2013 Revised  August 2013 Published  January 2014

In this paper we introduce a numerical method for tracking a bus trajectory on a road network. The mathematical model taken into consideration is a strongly coupled PDE-ODE system: the PDE is a scalar hyperbolic conservation law describing the traffic flow while the ODE, that describes the bus trajectory, needs to be intended in a Carathéodory sense. The moving constraint is given by an inequality on the flux which accounts for the bottleneck created by the bus on the road. The finite volume algorithm uses a locally non-uniform moving mesh which tracks the bus position. Some numerical tests are shown to describe the behavior of the solution.
Keywords: PDE-ODE model, Conservation laws with constraints, numerical simulations, front-tracking methods., traffic flow modeling.
Mathematics Subject Classification: Primary: 58J45, 35L65; Secondary: 90B2.
Citation: Maria Laura Delle Monache, Paola Goatin. A front tracking method for a strongly coupled PDE-ODE system with moving density constraints in traffic flow. Discrete & Continuous Dynamical Systems - S, 2014, 7 (3) : 435-447. doi: 10.3934/dcdss.2014.7.435
References:
[1]

B. Andreianov, P. Goatin and N. Seguin, Finite volume scheme for locally constrained conservation laws,, Numer. Math., 115 (2010), 609.  doi: 10.1007/s00211-009-0286-7.  Google Scholar

[2]

C. Bardos, A. Y. LeRoux and J. C. Nédélec, First order quasilinear equations with boundary conditions,, Comm. Partial Differential Equations, 4 (1979), 1017.  doi: 10.1080/03605307908820117.  Google Scholar

[3]

R. Borsche, R. M. Colombo and M. Garavello, Mixed systems: ODEs - Balance laws,, Journal of Differential equations, 252 (2012), 2311.  doi: 10.1016/j.jde.2011.08.051.  Google Scholar

[4]

B. Boutin, C. Chalons, F. Lagoutière and P. G. LeFloch, A convergent and conservative scheme for nonclassical solutions based on kinetic relations. I,, Interfaces and Free Boundaries, 10 (2008), 399.  doi: 10.4171/IFB/195.  Google Scholar

[5]

G. Bretti and B. Piccoli, A tracking algorithm for car paths on road networks,, SIAM Journal of Applied Dynamical Systems, 7 (2008), 510.  doi: 10.1137/070697768.  Google Scholar

[6]

C. Chalons, P. Goatin and N. Seguin, General constrained conservation laws. Application to pedestrian flow modeling,, Netw. Heterog. Media, 8 (2013), 433.  doi: 10.3934/nhm.2013.8.433.  Google Scholar

[7]

R. M. Colombo and P. Goatin, A well posed conservation law with variable unilateral constraint,, Journal of Differential Equations, 234 (2007), 654.  doi: 10.1016/j.jde.2006.10.014.  Google Scholar

[8]

R. M. Colombo and A. Marson, A Hölder continuous O.D.E. related to traffic flow,, The Royal Society of Edinburgh Proceedings A, 133 (2003), 759.  doi: 10.1017/S0308210500002663.  Google Scholar

[9]

C. F. Daganzo and J. A. Laval, On the numerical treatement of moving bottlenecks,, Transportation Research Part B, 39 (2005), 31.  doi: 10.1016/j.trb.2004.02.003.  Google Scholar

[10]

C. F. Daganzo and J. A. Laval, Moving bottlenecks: A numerical method that converges in flows,, Transportation Research Part B, 39 (2005), 855.  doi: 10.1016/j.trb.2004.10.004.  Google Scholar

[11]

M. L. Delle Monache and P. Goatin, Scalar Conservation Laws with Moving Density Constraints, INRIA Research Report, n.8119, 2012. Available from: , ().   Google Scholar

[12]

Florence Giorgi, Prise en Compte des Transports en Commune de Surface dans la Mod\'elisation Macroscopique de l'Écoulement du Trafic,, Ph.D thesis, (2002).   Google Scholar

[13]

S. K. Godunov, A finite difference method for the numerical computation of discontinuous solutions of the equations of fluid dynamics,, Matematicheskii Sbornik, 47 (1959), 271.   Google Scholar

[14]

N. Kružhkov, First order quasilinear equations with several independent variables,, Matematicheskii Sbornik, 81 (1970), 228.   Google Scholar

[15]

C. Lattanzio, A. Maurizi and B. Piccoli, Moving bottlenecks in car traffic flow: a pde-ode coupled model,, SIAM Journal of Mathematical Analysis, 43 (2011), 50.  doi: 10.1137/090767224.  Google Scholar

[16]

M. J. Lighthill and G. B. Whitham, On kinetic waves. II. Theory of traffic flows on long crowded roads,, Proceedings of the Royal Society of London Series A, 229 (1955), 317.  doi: 10.1098/rspa.1955.0089.  Google Scholar

[17]

P. I. Richards, Shock waves on the highways,, Operational Research, 4 (1956), 42.  doi: 10.1287/opre.4.1.42.  Google Scholar

[18]

X. Zhong, T. Y. Hou and P. G. LeFloch, Computational Methods for propagating phase boundaries,, Journal of Computational Physics, 124 (1996), 192.  doi: 10.1006/jcph.1996.0053.  Google Scholar

show all references

References:
[1]

B. Andreianov, P. Goatin and N. Seguin, Finite volume scheme for locally constrained conservation laws,, Numer. Math., 115 (2010), 609.  doi: 10.1007/s00211-009-0286-7.  Google Scholar

[2]

C. Bardos, A. Y. LeRoux and J. C. Nédélec, First order quasilinear equations with boundary conditions,, Comm. Partial Differential Equations, 4 (1979), 1017.  doi: 10.1080/03605307908820117.  Google Scholar

[3]

R. Borsche, R. M. Colombo and M. Garavello, Mixed systems: ODEs - Balance laws,, Journal of Differential equations, 252 (2012), 2311.  doi: 10.1016/j.jde.2011.08.051.  Google Scholar

[4]

B. Boutin, C. Chalons, F. Lagoutière and P. G. LeFloch, A convergent and conservative scheme for nonclassical solutions based on kinetic relations. I,, Interfaces and Free Boundaries, 10 (2008), 399.  doi: 10.4171/IFB/195.  Google Scholar

[5]

G. Bretti and B. Piccoli, A tracking algorithm for car paths on road networks,, SIAM Journal of Applied Dynamical Systems, 7 (2008), 510.  doi: 10.1137/070697768.  Google Scholar

[6]

C. Chalons, P. Goatin and N. Seguin, General constrained conservation laws. Application to pedestrian flow modeling,, Netw. Heterog. Media, 8 (2013), 433.  doi: 10.3934/nhm.2013.8.433.  Google Scholar

[7]

R. M. Colombo and P. Goatin, A well posed conservation law with variable unilateral constraint,, Journal of Differential Equations, 234 (2007), 654.  doi: 10.1016/j.jde.2006.10.014.  Google Scholar

[8]

R. M. Colombo and A. Marson, A Hölder continuous O.D.E. related to traffic flow,, The Royal Society of Edinburgh Proceedings A, 133 (2003), 759.  doi: 10.1017/S0308210500002663.  Google Scholar

[9]

C. F. Daganzo and J. A. Laval, On the numerical treatement of moving bottlenecks,, Transportation Research Part B, 39 (2005), 31.  doi: 10.1016/j.trb.2004.02.003.  Google Scholar

[10]

C. F. Daganzo and J. A. Laval, Moving bottlenecks: A numerical method that converges in flows,, Transportation Research Part B, 39 (2005), 855.  doi: 10.1016/j.trb.2004.10.004.  Google Scholar

[11]

M. L. Delle Monache and P. Goatin, Scalar Conservation Laws with Moving Density Constraints, INRIA Research Report, n.8119, 2012. Available from: , ().   Google Scholar

[12]

Florence Giorgi, Prise en Compte des Transports en Commune de Surface dans la Mod\'elisation Macroscopique de l'Écoulement du Trafic,, Ph.D thesis, (2002).   Google Scholar

[13]

S. K. Godunov, A finite difference method for the numerical computation of discontinuous solutions of the equations of fluid dynamics,, Matematicheskii Sbornik, 47 (1959), 271.   Google Scholar

[14]

N. Kružhkov, First order quasilinear equations with several independent variables,, Matematicheskii Sbornik, 81 (1970), 228.   Google Scholar

[15]

C. Lattanzio, A. Maurizi and B. Piccoli, Moving bottlenecks in car traffic flow: a pde-ode coupled model,, SIAM Journal of Mathematical Analysis, 43 (2011), 50.  doi: 10.1137/090767224.  Google Scholar

[16]

M. J. Lighthill and G. B. Whitham, On kinetic waves. II. Theory of traffic flows on long crowded roads,, Proceedings of the Royal Society of London Series A, 229 (1955), 317.  doi: 10.1098/rspa.1955.0089.  Google Scholar

[17]

P. I. Richards, Shock waves on the highways,, Operational Research, 4 (1956), 42.  doi: 10.1287/opre.4.1.42.  Google Scholar

[18]

X. Zhong, T. Y. Hou and P. G. LeFloch, Computational Methods for propagating phase boundaries,, Journal of Computational Physics, 124 (1996), 192.  doi: 10.1006/jcph.1996.0053.  Google Scholar

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