A freeway traffic control model by first order hybrid Petri nets

The paper proposes a model for real time control of freeways by ramp metering, an emerging technique for efficient freeway management. A modular framework based on first order hybrid Petri nets models the vehicle flows by a first order fluid approximation. Moreover, the lane interruptions and the signal timing plan controlling on-ramps are described by the discrete event dynamics using timed Petri nets. The proposed formalism enables the network designer to choose suitable ramp metering control signals in order to maximize the traffic flow by optimizing a suitable objective function. The optimal mode of operation is performed based on the state knowledge of the obtained linear discrete-time, time-varying state variable model of the freeway to react to unpredictable events such as the blocking of a lane due to an accident or to work in progress. The proposed model is applied to a case study to show its effectiveness.

[1]  Alessandro Giua,et al.  First-order hybrid Petri nets: a model for optimization and control , 2000, IEEE Trans. Robotics Autom..

[2]  Mariagrazia Dotoli,et al.  An urban traffic network model by first order hybrid Petri nets , 2008, 2008 IEEE International Conference on Systems, Man and Cybernetics.

[3]  René K. Boel,et al.  A Continuous Petri Net Approach for Model Predictive Control of Traffic Systems , 2010, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[4]  Angela Di Febbraro,et al.  On modelling urban transportation networks via hybrid Petri nets , 2004 .

[5]  D. Giglio,et al.  On applying Petri nets to determine optimal offsets for coordinated traffic light timings , 2002, Proceedings. The IEEE 5th International Conference on Intelligent Transportation Systems.

[6]  Mariagrazia Dotoli,et al.  A signal timing plan formulation for urban traffic control , 2006 .

[7]  Myer Kutz,et al.  Handbook of Transportation Engineering , 2003 .

[8]  Markos Papageorgiou,et al.  Freeway ramp metering: an overview , 2002, IEEE Trans. Intell. Transp. Syst..

[9]  Mariagrazia Dotoli,et al.  An urban traffic network model via coloured timed Petri nets , 2004 .

[10]  Geert Wets,et al.  Model Predictive Control for Ramp Metering Combined with Extended Kalman Filter-Based Traffic State Estimation , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[11]  Isabel Demongodin,et al.  Modeling and Analysis of Transportation Networks Using Batches Petri Nets with Controllable Batch Speed , 2009, Petri Nets.