Identification for Model Based Predictive Control Applied to an Office Building with a Thermally Activated Building Systems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00207895" target="_blank" >RIV/68407700:21230/13:00207895 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21720/13:00207895
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Identification for Model Based Predictive Control Applied to an Office Building with a Thermally Activated Building Systems
Original language description
In recent years, the number of applications that use advanced control algorithms such as Model Predictive Control (MPC) for building climate control is increasing. These control strategies provide substantial savings potential, but for their optimal behaviour it is necessary to have a good mathematical model of the building. Creation of a mathematical model appropriate for MPC is a delicate task. This is especially in the case of real applications, characterized by a lack of available measurements and by data of poor quality. This paper presents a system identification (SI) procedure to obtain a building model based on real measurement data. The innovative character of the presented SI method is mainly the choice of the identification procedure cost function - multi-step prediction error criterion - which directly corresponds to the MPC cost function. The resulting model is suitable for use within the MPC framework, where the model should be accurate even during long time horizons. Bei
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
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Clima 2013 - 11th REHVA World Congress & 8th International Conference on IAQVEC - "Energy Efficient, Smart and Healthy Buildings"
ISBN
978-80-260-4001-9
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
2430-2439
Publisher name
Společnost pro techniku prostředí
Place of publication
Praha
Event location
Praha
Event date
Jun 16, 2013
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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