About: Hybrid MPC approach to reconfiguration of building heating system

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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
rdfs:seeAlso	http://www.nt.ntnu.no/users/skoge/prost/proceedings/ecc-2013/data/papers/0282.pdf
Description	This paper describes the application of Hybrid Model Predictive Control (HMPC) to a building heating system. The hybrid model contains continuous variables corresponding to physical quantities as well as discrete variables serving as indices of a Linear Time Invariant (LTI) model in action. Two LTI models are considered, each describing different configurations of the building heating system. The application of HMPC allows efficient handling of disturbances by reconfiguration of the heating system. The proposed HMPC strategy improves comfort and reduces energy demands. An exact solution of HMPC is computationally demanding; therefore, three suboptimal solutions are suggested. These take into account specifics of the building heating system and significantly reduce the computational complexity. All presented strategies are compared by means of a numerical simulations using real weather data and a model of a real building. This paper describes the application of Hybrid Model Predictive Control (HMPC) to a building heating system. The hybrid model contains continuous variables corresponding to physical quantities as well as discrete variables serving as indices of a Linear Time Invariant (LTI) model in action. Two LTI models are considered, each describing different configurations of the building heating system. The application of HMPC allows efficient handling of disturbances by reconfiguration of the heating system. The proposed HMPC strategy improves comfort and reduces energy demands. An exact solution of HMPC is computationally demanding; therefore, three suboptimal solutions are suggested. These take into account specifics of the building heating system and significantly reduce the computational complexity. All presented strategies are compared by means of a numerical simulations using real weather data and a model of a real building. (en)
Title	Hybrid MPC approach to reconfiguration of building heating system Hybrid MPC approach to reconfiguration of building heating system (en)
skos:prefLabel	Hybrid MPC approach to reconfiguration of building heating system Hybrid MPC approach to reconfiguration of building heating system (en)
skos:notation	RIV/68407700:21720/13:00206433!RIV14-MSM-21720___
http://linked.open...avai/predkladatel	Univerzitní centrum energeticky efektivních budov
http://linked.open...avai/riv/aktivita	I P S
http://linked.open...avai/riv/aktivity	I, P(ED2.1.00/03.0091), 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	78391
http://linked.open...ai/riv/idVysledku	RIV/68407700:21720/13:00206433
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	model predictive control; hybrid predictive control; building heating control (en)
http://linked.open.../riv/klicoveSlovo	building heating control hybrid predictive control model predictive control
http://linked.open...ontrolniKodProRIV	[7ED0087D0E88]
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	3 (xsd:int)
http://linked.open...vavai/riv/projekt	University center for energy Efficient buildings (UCEEB)
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Cigler, Jiří Ferkl, Lukáš Široký, J.
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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