Identification and Model Selection of Building Models

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00195251" target="_blank" >RIV/68407700:21230/12:00195251 - isvavai.cz</a>

Výsledek na webu

<a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6265853" target="_blank" >http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6265853</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/MED.2012.6265853" target="_blank" >10.1109/MED.2012.6265853</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Identification and Model Selection of Building Models

Popis výsledku v původním jazyce

Besides retrofitting, modernization and new ways of construction of the buildings, the cheaper and recently a very popular approach how to optimize energy consumption is to employ better control algorithms for the buildings. Predictive control has provento be a strategy useful in many industries and became a suitable option for the building sector as well. The main bottleneck of this approach is a need for a fine model. There exist a number of building models and identification approaches. This paper provides a brief survey of the building modeling approaches and discusses their properties and applicability for the predictive control. Having a number of potential models at hand, the procedure of the model selection suitable for predictive control is presented. Finally, the performance of the model selection procedure is examined in a two zone building. The results are then presented and the conclusions drown.

Název v anglickém jazyce

Identification and Model Selection of Building Models

Popis výsledku anglicky

Besides retrofitting, modernization and new ways of construction of the buildings, the cheaper and recently a very popular approach how to optimize energy consumption is to employ better control algorithms for the buildings. Predictive control has provento be a strategy useful in many industries and became a suitable option for the building sector as well. The main bottleneck of this approach is a need for a fine model. There exist a number of building models and identification approaches. This paper provides a brief survey of the building modeling approaches and discusses their properties and applicability for the predictive control. Having a number of potential models at hand, the procedure of the model selection suitable for predictive control is presented. Finally, the performance of the model selection procedure is examined in a two zone building. The results are then presented and the conclusions drown.

Druh

D - Stať ve sborníku

CEP obor

BC - Teorie a systémy řízení

OECD FORD obor

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Projekt

<a href="/cs/project/GAP103%2F12%2F1794" target="_blank" >GAP103/12/1794: Pokročilé metody pro analýzu a řízení složitých systémů.</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

2012 20th Mediterranean Conference on Control & Automation (MED 2012)

ISBN

978-1-4673-2530-1

ISSN

—

e-ISSN

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Počet stran výsledku

6

Strana od-do

1512-1517

Název nakladatele

IEEE

Místo vydání

Barcelona

Místo konání akce

Barcelona

Datum konání akce

3. 7. 2012

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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