From Linear to Nonlinear Model Predictive Control of a Building

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00220897" target="_blank" >RIV/68407700:21230/14:00220897 - isvavai.cz</a>
Alternative codes found
RIV/67985556:_____/14:00431252
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
From Linear to Nonlinear Model Predictive Control of a Building
Original language description
In the building climate control area, the linear model predictive control (LMPC)| nowadays considered a mature technique - benefits from the fact that the resulting optimization task is convex (thus easily and quickly solvable). On the other hand, whilenonlinear model predictive control (NMPC) using a more detailed nonlinear model of a building takes advantage of its more accurate predictions and the fact that it attacks the optimization task more directly, it requires more involved ways of solving thenon-convex optimization problem. In this paper, the gap between LMPC and NMPC is bridged by introducing several variants of linear time- varying model predictive controller (LTVMPC). Making use of linear time-varying model of the controlled building, LTVMPC obtains predictions which are closer to reality than those of linear time invariant model while still keeping the optimization task convex and less computationally demanding than in the case of NMPC. The concept of LTVMPC is verified
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of The 19th World Congress of the International Federation of Automatic Control
ISBN
978-3-902823-62-5
ISSN
1474-6670
e-ISSN
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Number of pages
6
Pages from-to
587-592
Publisher name
IFAC
Place of publication
Pretoria
Event location
Cape Town
Event date
Aug 24, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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