On dual control for buildings using persistent excitation condition

Kód výsledku v 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>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

On dual control for buildings using persistent excitation condition

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

On dual control for buildings using persistent excitation condition

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

BC - Teorie a systémy řízení

OECD FORD obor

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Projekt

<a href="/cs/project/FR-TI1%2F517" target="_blank" >FR-TI1/517: *Řídicí systémy pro optimalizaci spotřeby energie v nízkoenergetických a pasivních domech</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2012

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

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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Počet stran výsledku

6

Strana od-do

2158-2163

Název nakladatele

IEEE

Místo vydání

Piscataway

Místo konání akce

Wailea, Maui, Hawaii

Datum konání akce

10. 12. 2012

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000327200402087