Title :
An interpolation strategy for discrete-time bilinear MPC problems
Author :
Bloemen, H.H.J. ; Cannon, M. ; Kouvaritakis, B.
Author_Institution :
Dept. of ITS, Delft Univ. of Technol., Netherlands
fDate :
5/1/2002 12:00:00 AM
Abstract :
Input-output (I-O) feedback linearization suffers from a number of restrictions which have limited its use in model-based predictive control. Some of these restrictions do not apply to the case of bilinear systems, but problems with input constraints and unstable zero dynamics persist. This paper overcomes these difficulties by means of an interpolation strategy. Involved in this interpolation is a feasible and stabilizing trajectory, which is computed through the use of invariant feasible sets, and a more aggressive trajectory, which can be chosen to be either the unconstrained optimal trajectory or any alternative one
Keywords :
Lyapunov methods; bilinear systems; discrete time systems; feedback; interpolation; predictive control; stability; aggressive trajectory; control Lyapunov function; discrete-time bilinear MPC problems; input-output feedback linearization; interpolation strategy; model-based predictive control; stabilizing trajectory; unconstrained optimal trajectory; unstable zero dynamics; Context modeling; Interpolation; Linear matrix inequalities; Linear systems; Lyapunov method; Nonlinear systems; Predictive control; Predictive models; Stability; State feedback;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2002.1000271