Characterization of switching sequences on system with dwell-time restriction for Model Predictive Control

This work proposes a Model Predictive Control (MPC) approach for a switching discrete-time linear system where the switching signal is prescribed but its future values are unknown except that at the current time. The switching signal satisfies a minimal dwell time restriction of τ steps between successive switchings (including the case of τ = 1) and is otherwise arbitrary. Under such a setting, the MPC optimization problem has to allow for all admissible switching sequences within a given horizon length. Such a formulation necessitates several other features. These include the use of a modified returnable set as the terminal constraint; the introduction of consistency constraints on the predicted controls for recursive feasibility consideration; a min-max optimization criterion as the cost function; the splitting of the horizon length into two portions for recursive feasibility consideration and exponential stability of the closed-loop system. The proposed approach is demonstrated by numerical example.

[1]  Masood Dehghan,et al.  Discrete-time switching linear system with constraints: Characterization and computation of invariant sets under dwell-time consideration , 2012, Autom..

[2]  Jianghai Hu,et al.  Exponential stabilization of discrete-time switched linear systems , 2009, Autom..

[3]  Franco Blanchini,et al.  Stability results for linear parameter varying and switching systems , 2007, Autom..

[4]  Steven Liu,et al.  Optimal Control and Scheduling of Switched Systems , 2011, IEEE Transactions on Automatic Control.

[5]  Masood Dehghan,et al.  Characterization and computation of disturbance invariant sets for constrained switched linear systems with dwell time restriction , 2012, Autom..

[6]  F. Allgöwer,et al.  Model predictive control of switched nonlinear systems under average dwell-time , 2011, ACC.

[7]  N. El‐Farra,et al.  Robust predictive control of switched systems: Satisfying uncertain schedules subject to state and control constraints , 2008 .

[8]  Grace S. Deaecto,et al.  Discrete-Time Switched Linear Systems State Feedback Design With Application to Networked Control , 2015, IEEE Transactions on Automatic Control.

[9]  Franco Blanchini,et al.  Set-theoretic methods in control , 2007 .

[10]  Patrizio Colaneri,et al.  Robust model predictive control of discrete-time switched systems , 2007, PSYCO.

[11]  Panagiotis D. Christofides,et al.  Predictive control of switched nonlinear systems with scheduled mode transitions , 2005, IEEE Transactions on Automatic Control.

[12]  Alessandro Abate,et al.  On infinite horizon switched LQR problems with state and control constraints , 2012, Syst. Control. Lett..

[13]  Duan Li,et al.  Linear-quadratic switching control with switching cost , 2012, Autom..