Internal model control design for linear parameter varying systems

In this paper, we address the design of internal model controllers (IMC) for linear parameter varying (LPV) systems. The design method presented here integrates the IMC and low-pass filter design problems. To this purpose, we formulate the design problem as a linear matrix inequality (LMI) optimization problem by imposing a constraint on the structure of the Lyapunov matrices involved to guarantee robust stability and performance of the closed-loop system. The LMI-based design procedure eventually provides the parameter-dependent state-space matrices corresponding to the IMC controller. Finally, simulation results obtained from a nonlinear system modeled in LPV framework demonstrate the effectiveness of the proposed design method, where we illustrate the improvements achieved by using the LMI-based IMC design over baseline IMC controllers amended with low-pass filters of different bandwidths.

[1]  Ian Postlethwaite,et al.  Multivariable Feedback Control: Analysis and Design , 1996 .

[2]  Vicenç Puig,et al.  Supervised Gain-Scheduling Multimodel versus Linear Parameter Varying Internal Model Control of Open-Channel Systems for Large Operating Conditions , 2010 .

[3]  Roland Toth,et al.  Modeling and Identification of Linear Parameter-Varying Systems , 2010 .

[4]  F Yang,et al.  Decoupling control design via linear matrix inequalities , 2005 .

[5]  J. Lunze,et al.  Pressure control of a two-stage turbocharged diesel engine using a novel nonlinear IMC approach , 2006, 2006 IEEE Conference on Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control.

[6]  Javad Mohammadpour,et al.  Delay-dependent H∞ control for LPV systems with fast-varying time delays , 2012, 2012 American Control Conference (ACC).

[7]  Evanghelos Zafiriou,et al.  Robust process control , 1987 .

[8]  T. Eisaka,et al.  Generalized internal model architecture for gain-scheduled control , 2008, IMA J. Math. Control. Inf..

[9]  Babu Joseph,et al.  Techniques of Model-Based Control , 2002 .

[10]  Javad Mohammadpour,et al.  Control of linear parameter varying systems with applications , 2012 .

[11]  P. Apkarian,et al.  Advanced gain-scheduling techniques for uncertain systems , 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

[12]  Benoit Boulet,et al.  An LMI approach to IMC-based robust tunable control , 2003, Proceedings of the 2003 American Control Conference, 2003..

[13]  Hannu T. Toivonen,et al.  Internal model control of nonlinear systems described by velocity-based linearizations , 2003 .

[14]  William Leithead,et al.  Survey of gain-scheduling analysis and design , 2000 .

[15]  M. Morari,et al.  Internal Model Control: extension to nonlinear system , 1986 .

[16]  Wilson J. Rugh,et al.  Research on gain scheduling , 2000, Autom..