REGULATION OF DISCRETE-TIME LINEAR SYSTEMS WITH POSITIVE STATE AND CONTROL CONSTRAINTS AND BOUNDED DISTURBANCES

Abstract A variety of control problems require the control action and/or state to be positive. Typical applications include situations where the operating point maximizes (steady state) efficiency so that the steady state control and/or the steady state itself lie on the boundaries of their respective constraint sets. Any deviation of the control and/or state from its steady state value must therefore be directed to the interior of its constraint set. To address these problems, we characterize a novel family of the robust control invariant sets for linear systems under positivity constraints. The existence of a constraint admissible member of this family can be checked by solving a single linear or quadratic programming problem. The solution of this optimization problem yields the corresponding controller. These results are then used to devise a robust time-optimal control scheme for regulation of uncertain linear systems under positivity constraints. Robust finite-time attractivity of an appropriately chosen member of this family is also established.

[1]  M. Morari,et al.  Robust Receding Horizon Control - analysis & synthesis , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[2]  D. Mayne,et al.  Optimal control of constrained, piecewise affine systems with bounded disturbances , 2002, Proceedings of the 41st IEEE Conference on Decision and Control, 2002..

[3]  G. Goodwin,et al.  Elucidation of the state-space regions wherein model predictive control and anti-windup strategies achieve identical control policies , 2000, Proceedings of the 2000 American Control Conference. ACC (IEEE Cat. No.00CH36334).

[4]  Alberto Bemporad,et al.  Min-max control of constrained uncertain discrete-time linear systems , 2003, IEEE Trans. Autom. Control..

[5]  D. Bertsekas,et al.  On the minimax reachability of target sets and target tubes , 1971 .

[6]  C. V. Rao,et al.  Steady states and constraints in model predictive control , 1999 .

[7]  E. Gilbert,et al.  Theory and computation of disturbance invariant sets for discrete-time linear systems , 1998 .

[8]  David Q. Mayne,et al.  Optimal Control of Constrained Piecewise Affine Discrete-Time Systems , 2003, Comput. Optim. Appl..

[9]  Alberto Bemporad,et al.  The explicit linear quadratic regulator for constrained systems , 2003, Autom..

[10]  David Q. Mayne,et al.  Constrained model predictive control: Stability and optimality , 2000, Autom..

[11]  Franco Blanchini,et al.  Minimum-time control for uncertain discrete-time linear systems , 1992, [1992] Proceedings of the 31st IEEE Conference on Decision and Control.

[12]  Stephen J. Wright,et al.  Existence and computation of infinite horizon model predictive control with active steady-state input constraints , 2003, IEEE Trans. Autom. Control..

[13]  Jean-Pierre Aubin,et al.  Viability theory , 1991 .

[14]  David Q. Mayne,et al.  Robust time-optimal control of constrained linear Systems , 1997, Autom..

[15]  M. B. Zarrop Robustness in Identification and Control , 1991 .

[16]  Alberto Bemporad,et al.  Robust model predictive control: A survey , 1998, Robustness in Identification and Control.

[17]  A. Garulli,et al.  Robustness in Identification and Control , 1989 .

[18]  Franco Blanchini,et al.  Set invariance in control , 1999, Autom..