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A macroscopic traffic flow model accounting for bounded acceleration. (English) Zbl 1461.35152

This paper deals with a macroscopic traffic flow model accounting for the boundedness of traffic acceleration.
The authors propose to couple the LWR model with a finite number of ordinary differential equations, each accounting for the trajectory of a leading vehicle, initially located at a downward jump in density, and accelerating at a constant rate. Hence these vehicles act as moving constraints, enforcing a zero flux along their trajectories, until they catch the downstream traffic.
Since situations with unbounded acceleration can only appear at downward jumps of density, they propose to couple the LWR model with a moving bottleneck consisting in a single vehicle accelerating at constant rate \(A > 0\) and originating at the jump location. They introduce \(I\) moving bottlenecks, where \(I \in \mathbb{N}\) is the finite number of downward jumps in the initial density \[\begin{array}{lll} &\partial_t\rho +\partial_x f(\rho)=0,&t>0,\,x\in\mathbb{R}\\ &f (\rho (t, y_i(t)))-\rho (t, y_i(t))\dot y_i(t) \leq 0,&t>0,\, i\in \{1,...,I\},\\ &\dot y_i(t) = \omega_i (t,y_i(t)),&t>0,\, i\in \{1,...,I\},\\ &\rho(0,x)=\rho_0(x),&x\in\mathbb{R},\\ &y_i(0)=y_i^0,&i\in \{1,...,I\}, \end{array}\] where \(\rho_0\) is a piecewise constant function, and for every \(y_i^0\) the initial datum has a downward jump (i.e., \(\rho_0(y_i^0-) > \rho_0(y_i^0+)),\) \[ \omega_i(t, y_i(t)) := \min \{ At + v_i^0, v(\rho (t, y_i(t)+)\},\qquad v_i^0 = v(\rho_0(y_i^0 -)), \] that is the initial speed of the moving bottleneck starting at position \(y_i^0\) and \(y_i (t)\) is the trajectory of the \(i-\)th moving bottleneck. They propose a wave-front tracking algorithm to construct approximate solutions and use this algorithm to prove the existence of entropy weak solutions to the associated Cauchy problem and provide some numerical simulations illustrating the solution behaviour.

MSC:

35L65 Hyperbolic conservation laws
90B20 Traffic problems in operations research
Full Text: DOI

References:

[1] L. Ambrosio, N. Fusco, and D. Pallara, Functions of Bounded Variation and Free Discontinuity Problems, vol. 254, Clarendon Press, Oxford, 2000. · Zbl 0957.49001
[2] B. Andreianov, C. Donadello, and M. D. Rosini, A second-order model for vehicular traffics with local point constraints on the flow, Math. Models Methods Appl. Sci., 26 (2016), pp. 751-802, https://doi.org/10.1142/S0218202516500172. · Zbl 1337.35086
[3] A. Aw and M. Rascle, Resurrection of “second order” models of traffic flow, SIAM J. Appl. Math., 60 (2000), pp. 916-938. · Zbl 0957.35086
[4] R. Borsche, R. M. Colombo, and M. Garavello, Mixed systems: ODEs - balance laws, J. Differential Equations, 252 (2012), pp. 2311-2338, https://doi.org/10.1016/j.jde.2011.08.051. · Zbl 1252.35193
[5] A. Bressan, Hyperbolic Systems of Conservation Laws, Oxford Lecture Series in Mathematics and Its Applications 20, Oxford University Press, Oxford, 2000. · Zbl 0987.35105
[6] G. Bretti and B. Piccoli, A tracking algorithm for car paths on road networks, SIAM J. Appl. Dyn. Syst., 7 (2008), pp. 510-531, https://doi.org/10.1137/070697768. · Zbl 1168.35389
[7] C. Chalons, M. L. Delle Monache, and P. Goatin, A conservative scheme for non-classical solutions to a strongly coupled PDE-ODE problem, Interfaces and Free Boundaries, 19 (2018), pp. 553-570. · Zbl 1404.65110
[8] R. M. Colombo and P. Goatin, A well posed conservation law with a variable unilateral constraint, J. Differential Equations, 234 (2007), pp. 654-675, https://doi.org/10.1016/j.jde.2006.10.014. · Zbl 1116.35087
[9] R. M. Colombo, P. Goatin, and M. D. Rosini, On the modelling and management of traffic, ESAIM Math. Model. Numer. Anal., 45 (2011), pp. 853-872, https://doi.org/10.1051/m2an/2010105. · Zbl 1267.90032
[10] R. M. Colombo and A. Marson, A Hölder continuous ode related to traffic flow, Proc. Roy. Soc. Edinburgh Sec. A Math., 133 (2003), pp. 759-772. · Zbl 1052.34007
[11] M. L. Delle Monache and P. Goatin, Scalar conservation laws with moving constraints arising in traffic flow modeling: an existence result, J. Differential Equations, 257 (2014), pp. 4015-4029. · Zbl 1302.35248
[12] N. S. Dymski, P. Goatin, and M. D. Rosini, Existence of \(\bold{BV}\) solutions for a non-conservative constrained Aw-Rascle-Zhang model for vehicular traffic, J. Math. Anal. Appl., 467 (2018), pp. 45-66, https://doi.org/10.1016/j.jmaa.2018.07.025. · Zbl 1403.90224
[13] N. S. Dymski, P. Goatin, and M. D. Rosini, Modeling moving bottlenecks on road networks, in Hyperbolic Problems: Theory, Numerics, Applications, AIMS on Applied Mathematics 10, 2020, pp. 419-426. · Zbl 1459.35285
[14] L. C. Evans, Partial Differential Equations, 2nd ed., Graduate Studies in Mathematics 19, American Mathematical Society, Providence, RI, 2010, https://doi.org/10.1090/gsm/019. · Zbl 1194.35001
[15] M. Garavello, P. Goatin, T. Liard, and B. Piccoli, A multiscale model for traffic regulation via autonomous vehicles, J. Differential Equations, 269 (2020), pp. 6088-6124, https://doi.org/10.1016/j.jde.2020.04.031. · Zbl 1439.90025
[16] M. Garavello, K. Han, and B. Piccoli, Models for vehicular traffic on networks, American Institute of Mathematical Sciences (AIMS) 9, Springfield, MO, 2016. · Zbl 1351.90045
[17] M. Garavello and B. Piccoli, Traffic Flow on Networks, AIMS Series on Applied Mathematics 1, American Institute of Mathematical Sciences (AIMS), Springfield, MO, 2006, Conservation laws models. · Zbl 1136.90012
[18] H. Holden and N. H. Risebro, Front Tracking for Hyperbolic Conservation Laws, 2nd ed., Applied Mathematical Sciences 152, Springer, Heidelberg, 2015. · Zbl 1346.35004
[19] C. Lattanzio, A. Maurizi, and B. Piccoli, Moving bottlenecks in car traffic flow: A PDE-ODE coupled model, SIAM J. Math. Anal., 43 (2011), pp. 50-67, https://doi.org/10.1137/090767224. · Zbl 1227.35206
[20] N. Laurent-Brouty, G. Costeseque, and P. Goatin, A coupled PDE-ODE model for bounded acceleration in macroscopic traffic flow models, IFAC-PapersOnLine, 51 (2018), pp. 37-42, https://doi.org/10.1016/j.ifacol.2018.07.007.
[21] J. Lebacque, A Two Phase Extension of the LWR Model Based on the Boundedness of Traffic Acceleration, in Transportation and Traffic Theory in the 21st Century, Emerald Group Publishing Limited, 2002, pp. 697-718.
[22] J.-P. Lebacque, Two-phase bounded-acceleration traffic flow model: Analytical solutions and applications, Transportation Research Record: Journal of the Transportation Research Board, (2003), pp. 220-230.
[23] J.-P. Lebacque, J.-B. Lesort, and F. Giorgi, Introducing buses into first-order macroscopic traffic flow models, Transportation Research Record: Journal of the Transportation Research Board, 1644 (1998), pp. 70-79.
[24] L. Leclercq, Bounded acceleration close to fixed and moving bottlenecks, Transportation Research Part B: Methodological, 41 (2007), pp. 309-319.
[25] L. Leclercq, A new numerical scheme for bounding acceleration in the LWR model, in Proceedings of the 4th IMA International Conference on Mathematics in Transport, 2007.
[26] T. Liard and B. Piccoli, On Entropic Solutions to Conservation Laws Coupled with Moving Bottlenecks, working paper or preprint, June 2019, https://hal.archives-ouvertes.fr/hal-02149946. · Zbl 1437.35491
[27] T. Liard and B. Piccoli, Well-posedness for scalar conservation laws with moving flux constraints, SIAM J. Appl. Math., 79 (2019), pp. 641-667, https://doi.org/10.1137/18M1172211. · Zbl 1437.35491
[28] M. J. Lighthill and G. B. Whitham, On kinematic waves. II. A theory of traffic flow on long crowded roads, Proc. Roy. Soc. London. Ser. A., 229 (1955), pp. 317-345, https://doi.org/10.1098/rspa.1955.0089. · Zbl 0064.20906
[29] H. J. Payne, Models of Freeway Traffic and Control, Mathematical Models of Public Systems, 1971.
[30] P. I. Richards, Shock waves on the highway, Operations Res., 4 (1956), pp. 42-51. · Zbl 1414.90094
[31] M. Treiber and A. Kesting, Traffic Flow Dynamics, Springer-Verlag, Berlin, Heidelberg, 2013. · Zbl 1211.90005
[32] S. Villa, P. Goatin, and C. Chalons, Moving bottlenecks for the Aw-Rascle-Zhang traffic flow model, Discrete Contin. Dyn. Syst. Ser. B, 22 (2017), pp. 3921-3952, https://doi.org/10.3934/dcdsb.2017202. · Zbl 1371.35173
[33] G. B. Whitham, Linear and Nonlinear Waves, vol. 42, John Wiley & Sons, New York, 1974. · Zbl 0373.76001
[34] H. M. Zhang, A non-equilibrium traffic model devoid of gas-like behavior, Transportation Research Part B: Methodological, 36 (2002), pp. 275-290.
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