Abstract
In this paper we investigate some analysis and control problems for discrete-time hybrid systems in the piece-wise affine form. By using arguments from the dissipativity theory for nonlinear systems, we show that H∞ analysis and synthesis problems can be formulated and solved via Linear Matrix Inequalities by taking into account the switching structure of the considered system. In this paper we address the generalized problem of controlling hybrid systems whose switching structure does not depend only on the state but also on the control input.
This research has been supported by the Swiss National Science Foundation.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Bemporad, A., Morari, M.: Control of Systems Integrating Logic, Dynamics, and Constraints. Automatica, 35(3), (1999), 407–427.
Bemporad, A., Morari, M., Dua, V., Pistikopoulos, E. N.: The Explicit Linear Quadratic Regulator for Constrained Systems. American Control Conference, Chicago, IL, (2000).
Bemporad, A., Ferrari-Trecate, G., Morari, M.: Observability and Controllability of Piecewise Affine and Hybrid Systems. IEEE Transactions on Automatic Control, 45(10), (2000), 1864–1876.
Bemporad, A., Torrisi, F.D., Morari, M.: Optimization-Based Verification and Stability Characterization of Piecewise Affine and Hybrid Systems. Proceedings 3rd International Workshop on Hybrid Systems, Lecture Notes in Computer Science, Springer-Verlag, Pittsburgh, USA (2000).
Byrnes, C. I., Lin, W.: Passivity and absolute stabilization of a class of discretetime nonlinear systems. Automatica, 31(2), (1995), 263–268.
de Oliveira, M. C., Bernussou, J., Geromel, J. C.: A new discrete-time robust stability condition. System & Control Letters, 37, (1999), 261–265.
Ferrari-Trecate, G., Cuzzola, F. A., Mignone, D., Morari, M.: Analysis of Discrete-Time Piecewise Affine and Hybrid Systems. Submitted for publication.
Gahinet, P., Nemirowski, A., Laub, A. J., Chilali, M.: LMI Control Toolbox, The MathWorks Inc., (1994).
Heemels, W.P.M.H., De Schutter, B.: On the Equivalence of Classes of Hybrid Systems: Mixed Logical Dynamical and Complementarity Systems. T.R. 00 I/04, Technische Universiteit Eindhoven, (2000).
Heiming, B., Lunze, J.: Definition of the Three-Tank Benchmark Problem for Controller Reconfiguration, European Control Conference, Karlshrue, Germany, (1999).
Johansen, T. A.: Computation of Lyapunov functions for smooth nonlinear systems using convex optimisation. Automatica, 36, (2000), 1617–1626.
Johansson, M., Rantzer, A.: Computation of Piecewise Quadratic Lyapunov Functions for Hybrid Systems. IEEE Transactions on Automatic Control, 43(4), (2000), 555–559.
Johansson, M., Rantzer, A.: Piecewise Linear Quadratic Optimal Control. IEEE Transactions on Automatic Control, 43(4), (2000), 629–637.
Lin, W., Byrnes, C. I.: H1 Control of Discrete-Time Nonlinear Systems. IEEE Transactions on Automatic Control, 41(4), (1996), 494–510.
Mignone, D., Ferrari-Trecate, G., Morari, M.: Stability and Stabilization of Piecewise Affine and Hybrid Systems: An LMI Approach, IEEE Conference on Decision and Control, Sydney, Australia, (2000).
Scherer, C. W., Gahinet, P., Chilali, M.: Multi-Objective Output-Feedback Control via LMI Optimization. IEEE Transactions on Automatic Control, 42(7), (1997), 896–911.
Sontag, E.D.: Interconnected automata and linear systems: A theoretical framework in discrete-time. Hybrid Systems III-Verification and Control, R. Alur, T.A. Henzinger and E.D. Sontag eds., 1066, Lecture Notes in Computer Science. Springer-Verlag, Pittsburgh, USA, (1996), 436–448.
Van der Schaft, A. J.: L 2-gain analysis of nonlinear systems and nonlinear H∓ control, IEEE Transactions on Automatic Control, 37, (1992), 770–784.
Willems, J. C.: Dissipative dynamic systems, Arch. Rational Mechanics Analysis, 45, (1972), 321–393.
Yakubovich, V. A.: S-Procedure in nonlinear control theory. Vestnik Leninggradskogo Universiteta, Ser. Matematika, (1971), 62–77.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2001 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Cuzzola, F.A., Morari, M. (2001). A Generalized Approach for Analysis and Control of Discrete-Time Piecewise Affine and Hybrid Systems. In: Di Benedetto, M.D., Sangiovanni-Vincentelli, A. (eds) Hybrid Systems: Computation and Control. HSCC 2001. Lecture Notes in Computer Science, vol 2034. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45351-2_18
Download citation
DOI: https://doi.org/10.1007/3-540-45351-2_18
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-41866-5
Online ISBN: 978-3-540-45351-2
eBook Packages: Springer Book Archive