Bemporad, Alberto and Ferrari-Trecate, Giancarlo and Mignone, Domenico and Morari, Manfred and Torrisi, Fabio Danilo Model predictive control - ideas for the next generation. In: European Control Conference , Karlsruhe, Germany (1999)
Full text not available from this repository.Abstract
Mixed Logical Dynamical (MLD) systems are introduced as a new system type. The MLD form is capable to model a broad class of systems arising in many applications: linear hybrid systems; sequential logical systems (finite state machines, automata); nonlinear dynamic systems, where the nonlinearity can be expressed through combinational logic; some classes of discrete event systems; constrained linear systems. Controllability/verification and observability of MLD systems and other system theoretic properties are defined. Tests for these properties are formulated in the form of Mixed-Integer Linear Programs. Moving horizon control and estimation strategies with stability guarantees are proposed. These strategies require the iterative solution of Mixed-Integer Quadratic Programs. Several examples communicate the power and versatility of the proposed framework.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Subjects: | Q Science > QA Mathematics T Technology > TJ Mechanical engineering and machinery |
| Research Area: | Computer Science and Applications |
| Depositing User: | Professor Alberto Bemporad |
| Date Deposited: | 27 Jul 2011 09:18 |
| Last Modified: | 16 Jul 2014 14:21 |
| URI: | http://eprints.imtlucca.it/id/eprint/610 |
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