About: Notes on Finding Black-Box Model of a Large Building

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Finding a suitable dynamic, linear, time-invariant model is a major obstacle for the use of model-predictive control of buildings. While finding models based on physical properties of the system is time consuming, statistical models need the system to be excited, which is not always possible. This paper presents possibilities for finding a suitable model based on subspace identification methods for unexcited data and data containing a specially designed identification experiment, and presents practical experiences gained while finding suitable models for a large building. Finally, some other possibilities of finding a model by incorporating prior information to the identification process are discussed, and the performance of the models is evaluated with respect to their use as a part of an MPC controller. Finding a suitable dynamic, linear, time-invariant model is a major obstacle for the use of model-predictive control of buildings. While finding models based on physical properties of the system is time consuming, statistical models need the system to be excited, which is not always possible. This paper presents possibilities for finding a suitable model based on subspace identification methods for unexcited data and data containing a specially designed identification experiment, and presents practical experiences gained while finding suitable models for a large building. Finally, some other possibilities of finding a model by incorporating prior information to the identification process are discussed, and the performance of the models is evaluated with respect to their use as a part of an MPC controller. (en)
Title	Notes on Finding Black-Box Model of a Large Building Notes on Finding Black-Box Model of a Large Building (en)
skos:prefLabel	Notes on Finding Black-Box Model of a Large Building Notes on Finding Black-Box Model of a Large Building (en)
skos:notation	RIV/68407700:21230/10:00169665!RIV11-MSM-21230___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(FR-TI1/517), S
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Ferkl, Lukáš Váňa, Zdeněk Kubeček, Jakub
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	275163
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/10:00169665
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	identification; model based predictive control; modeling; subspace identification (en)
http://linked.open.../riv/klicoveSlovo	identification modeling subspace identification model based predictive control
http://linked.open...ontrolniKodProRIV	[ED49BA94FE74]
http://linked.open...v/mistoKonaniAkce	Yokohama
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	Proceedings of the 2010 IEEE International Conference on Control Applications
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	*Control systems for energy consumption optimization in low-energy and passive houses
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Ferkl, Lukáš Váňa, Zdeněk Kubeček, Jakub
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000286943900262
http://linked.open.../riv/zahajeniAkce	2010-09-08 (xsd:date)
issn	1085-1992
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE Control System Society
https://schema.org/isbn	978-1-4244-5363-4
http://localhost/t...ganizacniJednotka	21230

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