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More efficient predictive control
Authors:Lars Imsland [Author Vitae] [Author Vitae]  Bjarne A. Foss [Author Vitae]
Affiliation:Department of Engineering Cybernetics, Norwegian University of Science and Technology, N-7491 Trondheim, Norway
Abstract:An approach for constrained predictive control of linear systems (or uncertain systems described by polytopic uncertainty models) is presented. The approach consists of (in general non-convex, but often convex) offline optimization, and very efficient online optimization. Two examples, one being a laboratory experiment, compare the approach to existing approaches, revealing both advantages and disadvantages.
Keywords:Model predictive control   Constrained systems   Invariant sets   Computational efficiency
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