About: On dual control for buildings using persistent excitation condition

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
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. 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. (en)
Title	On dual control for buildings using persistent excitation condition On dual control for buildings using persistent excitation condition (en)
skos:prefLabel	On dual control for buildings using persistent excitation condition On dual control for buildings using persistent excitation condition (en)
skos:notation	RIV/68407700:21230/12:00198815!RIV13-MSM-21230___
http://linked.open...avai/riv/aktivita	P V
http://linked.open...avai/riv/aktivity	P(FR-TI1/517), V
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Prívara, Samuel Žáčeková, Eva
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	156222
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/12:00198815
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Dual control; MPC; Identification for control; Persistent excitation condition (en)
http://linked.open.../riv/klicoveSlovo	Dual control MPC Identification for control Persistent excitation condition
http://linked.open...ontrolniKodProRIV	[55DFF21D017E]
http://linked.open...v/mistoKonaniAkce	Wailea, Maui, Hawaii
http://linked.open...i/riv/mistoVydani	Piscataway
http://linked.open...i/riv/nazevZdroje	Proceedings of the 51st IEEE Conference on Decision and Control
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	2 (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	2012
http://linked.open...iv/tvurceVysledku	Prívara, Samuel Žáčeková, Eva Komárek, J.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-12-10 (xsd:date)
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4673-2064-1
http://localhost/t...ganizacniJednotka	21230

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