Least-restrictive robust periodic model predictive control applied to room temperature regulation |
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Authors: | Ravi Gondhalekar Frauke Oldewurtel Colin N. Jones |
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Affiliation: | 1. Department of Chemical Engineering, University of California Santa Barbara (UCSB), USA;2. Power Systems Laboratory, Swiss Federal Institute of Technology Zurich (ETHZ), Switzerland;3. Automatic Control Laboratory, Department of Mechanical Engineering, École Polytechnique Fédérale de Lausanne (EPFL), Switzerland |
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Abstract: | State-feedback model predictive control (MPC) of constrained discrete-time periodic affine systems is considered. The periodic systems’ states and inputs are subject to periodically time-dependent, hard, polyhedral constraints. Disturbances are additive, bounded and subject to periodically time-dependent bounds. The objective is to design MPC laws that robustly enforce constraint satisfaction in a manner that is least-restrictive, i.e., have the largest possible domain. The proposed design method is demonstrated on a building climate control example. The proposed method is directly applicable to time-invariant MPC. |
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Keywords: | Model predictive control Constrained control Robust control Periodic control Building climate control |
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