About: Dual control approach for zone model predictive control

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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	Over the last few years, model based predictive controller (MPC) has gained popularity in many industrial fields one of which is the building climate control. In order to work properly, the MPC needs a model of a controlled system which describes the reality as accurate as possible. In practice, the model used by the MPC often becomes inapplicable due to the change of either the operating point or other conditions which leads to control performance degradation. In such a situation, it is inevitable to r e-identify the model. However, in a majority of cases, the data available for the re-identification are from the closed-loop and they do not contain enough information for the successful re-identification of the model. In this paper, a dual control algorithm based on the maximization of the smallest eigenvalue of the information matrix increase ensuring both the appropriately informative data and satisfaction of the control performance is presented. As the area of the interest is the building climate control, we offer the dual control algorithm for a specific class of the zone MPC which is widely used in this field. Over the last few years, model based predictive controller (MPC) has gained popularity in many industrial fields one of which is the building climate control. In order to work properly, the MPC needs a model of a controlled system which describes the reality as accurate as possible. In practice, the model used by the MPC often becomes inapplicable due to the change of either the operating point or other conditions which leads to control performance degradation. In such a situation, it is inevitable to r e-identify the model. However, in a majority of cases, the data available for the re-identification are from the closed-loop and they do not contain enough information for the successful re-identification of the model. In this paper, a dual control algorithm based on the maximization of the smallest eigenvalue of the information matrix increase ensuring both the appropriately informative data and satisfaction of the control performance is presented. As the area of the interest is the building climate control, we offer the dual control algorithm for a specific class of the zone MPC which is widely used in this field. (en)
Title	Dual control approach for zone model predictive control Dual control approach for zone model predictive control (en)
skos:prefLabel	Dual control approach for zone model predictive control Dual control approach for zone model predictive control (en)
skos:notation	RIV/68407700:21720/13:00206353!RIV14-MSM-21720___
http://linked.open...avai/predkladatel	Univerzitní centrum energeticky efektivních budov
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Ferkl, Lukáš
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 / Univerzitní centrum energeticky efektivních budov
http://linked.open...dnocenehoVysledku	70662
http://linked.open...ai/riv/idVysledku	RIV/68407700:21720/13:00206353
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	dual control; model predictive control; persistent excitation (en)
http://linked.open.../riv/klicoveSlovo	dual control persistent excitation model predictive control
http://linked.open...ontrolniKodProRIV	[880D8E6EEC63]
http://linked.open...v/mistoKonaniAkce	Zurich
http://linked.open...i/riv/mistoVydani	Zurich
http://linked.open...i/riv/nazevZdroje	Proceedings of the European Control Conference
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Cigler, Jiří Ferkl, Lukáš Prívara, Samuel Váňa, Zdeněk Žáčeková, Eva
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2013-07-17 (xsd:date)
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	European Control Association
https://schema.org/isbn	978-3-033-03962-9
http://localhost/t...ganizacniJednotka	21720

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