On dual control for buildings using persistent excitation condition
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00198815" target="_blank" >RIV/68407700:21230/12:00198815 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
On dual control for buildings using persistent excitation condition
Original language description
Buildings belong to one of the biggest consumers of the final energy. The global effort for saving the energy leads to an intensive research aimed at its optimization. Predictive control has become a very popular approach in many industries with building being no exception. The main bottleneck of this method is, however, a need for a good model. When constructing a building model, it is, in many cases, already operating under the feedback control contradicting thus some of the key assumptions (such as e.g. persistence of excitation or input-noise decorrelation) of a vast majority of the identification approaches. This causes problems for both the initial system identification and model adjustments/re-identification. In latter case, a dual control is a possible ap-proach, when the problems of control and system identification are solved simultaneously. This paper presents an approach when a persistent excitation condition in form of maximization of minimal eigenvalue of information matrix is incorporated into a control criterion.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BC - Theory and management systems
OECD FORD branch
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Result continuities
Project
<a href="/en/project/FR-TI1%2F517" target="_blank" >FR-TI1/517: *Control systems for energy consumption optimization in low-energy and passive houses</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 51st IEEE Conference on Decision and Control
ISBN
978-1-4673-2066-5
ISSN
0191-2216
e-ISSN
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Number of pages
6
Pages from-to
2158-2163
Publisher name
IEEE
Place of publication
Piscataway
Event location
Wailea, Maui, Hawaii
Event date
Dec 10, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000327200402087