Title :
Closed-loop stabilizing MPC for discrete time bilinear systems
Author :
Bloemen, H.H.J. ; Cannon, M. ; Kouvaritakis, B.
Author_Institution :
Dept. of Inf. Tech. & Syst., Delft Univ. of Technol., Delft, Netherlands
Abstract :
Model-based Predictive Control (MPC) strategies for discrete time bilinear systems are developed, which incorporate the guarantee of nominal closed loop stability. It is demonstrated how the structure of the bilinear model can be exploited, both for a MPC strategy which is based on the combined use of an end point weighting and end point inequality constraint, and for a MPC strategy which uses the closed loop paradigm, deploying perturbations on an off-line designed control law. These two MPC algorithms are compared by means of a numerical example.
Keywords :
bilinear systems; closed loop systems; control system synthesis; discrete time systems; perturbation theory; predictive control; stability; closed-loop stabilizing MPC; discrete time bilinear systems; end point inequality constraint; end point weighting constraint; model-based predictive control strategies; nominal closed loop stability; off-line designed control law; perturbations; Algorithm design and analysis; Computational modeling; Ellipsoids; Equations; Linear matrix inequalities; Mathematical model; Optimization; Bilinear; Closed-loop stability; Predictive control;
Conference_Titel :
Control Conference (ECC), 2001 European
Conference_Location :
Porto
Print_ISBN :
978-3-9524173-6-2