Distributed LPV state-feedback control with application to motorway ramp metering

In this paper, we develop a distributed state-feedback controller synthesis algorithm for a discrete-time LPV system that is composed of the interconnection of several sub-systems each scheduled by its own parameters. A set of LMI conditions are derived for robust ℒ2-gain performance of such a system in the framework of multiplier-based LPV synthesis. The results have been oriented to be applied in traffic flow control in motorways by ramp metering. First, with the use of a proper transformation, the nonlinear traffic flow model has been represented as the interconnection of LPV subsystems. Then the developed synthesis results have been used to design a gain-scheduled distributed state-feedback controller that keeps the density of all segments around a desired value by the use of ramp metering.

[1]  Tamás Péni,et al.  Constrained Freeway Traffic Control via Linear Parameter Varying Paradigms , 2012 .

[2]  Mario Innocenti,et al.  LPV Synthesis with Integral Quadratic Constraints for Distributed Control of Interconnected Systems , 2009 .

[3]  A. Packard Gain scheduling via linear fractional transformations , 1994 .

[4]  Goele Pipeleers,et al.  Control of linear parameter-varying systems using B-splines , 2016, 2016 IEEE 55th Conference on Decision and Control (CDC).

[5]  Azita Dabiri,et al.  Incident parameter estimation , 2013, 2013 European Control Conference (ECC).

[6]  Geir E. Dullerud,et al.  Distributed control of heterogeneous systems , 2004, IEEE Transactions on Automatic Control.

[7]  Cédric Langbort,et al.  Distributed control design for systems interconnected over an arbitrary graph , 2004, IEEE Transactions on Automatic Control.

[8]  Hai Yan Wang Linear Matrix Inequality and its Application in Control Theory , 2013 .

[9]  Geir E. Dullerud,et al.  Distributed control design for spatially interconnected systems , 2003, IEEE Trans. Autom. Control..

[10]  Carsten W. Scherer,et al.  Scheduled control for robust attenuation of non-stationary sinusoidal disturbances with measurable frequencies , 2011, Autom..

[11]  Balázs Kulcsár,et al.  Incident Parameter Scheduled Freeway Traffic Control - a Ramp Meter Approach , 2014 .

[12]  C. Scherer,et al.  LPV design for a CD player: an experimental evaluation of performance , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

[13]  Carsten W. Scherer,et al.  LPV control and full block multipliers , 2001, Autom..

[14]  Michel Verhaegen,et al.  Distributed Control Methods for Structured Large-Scale Systems , 2010 .

[15]  C. Scherer,et al.  Lecture Notes DISC Course on Linear Matrix Inequalities in Control , 1999 .

[16]  József Bokor,et al.  Parameter-dependent modeling of freeway traffic flow , 2010 .

[17]  Michael Athans,et al.  Guaranteed properties of gain scheduled control for linear parameter-varying plants , 1991, Autom..

[18]  Markos Papageorgiou,et al.  Modelling and real-time control of traffic flow on the southern part of Boulevard Peripherique in Paris: Part II: Coordinated on-ramp metering , 1990 .