About: Model-based Energy Efficient Control Applied to an Office 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	According to numerous studies, up to 40% of the total energy is consumed in the building sector. Energy reduction in this sector by means of cost-effective and scalable approaches could have an enormous economic, social and environmental impact. Achievement in substantial energy reduction in buildings may require to rethink the entire processes of design, construction and operation of buildings. As almost half of the energy consumed in this area is used for the heating, ventilation and air conditioning, one possible way to achieve the savings in building sector is to improve the building heating control strategy. A shiny example of the improvement can be the use of model based predictive control (MPC). In this paper, we describe the complete process of the MPC implementation for a real office building in Hasselt, Belgium. Starting with building description and data collection, followed by the discussion about the suitable model structure design and proper identification methods selection, the paper attains to a flexible two-level control concept. Finally, the proposed control scheme leads in average to a 17% energy consumption reduction compared to the conventional control strategy. According to numerous studies, up to 40% of the total energy is consumed in the building sector. Energy reduction in this sector by means of cost-effective and scalable approaches could have an enormous economic, social and environmental impact. Achievement in substantial energy reduction in buildings may require to rethink the entire processes of design, construction and operation of buildings. As almost half of the energy consumed in this area is used for the heating, ventilation and air conditioning, one possible way to achieve the savings in building sector is to improve the building heating control strategy. A shiny example of the improvement can be the use of model based predictive control (MPC). In this paper, we describe the complete process of the MPC implementation for a real office building in Hasselt, Belgium. Starting with building description and data collection, followed by the discussion about the suitable model structure design and proper identification methods selection, the paper attains to a flexible two-level control concept. Finally, the proposed control scheme leads in average to a 17% energy consumption reduction compared to the conventional control strategy. (en)
Title	Model-based Energy Efficient Control Applied to an Office Building Model-based Energy Efficient Control Applied to an Office Building (en)
skos:prefLabel	Model-based Energy Efficient Control Applied to an Office Building Model-based Energy Efficient Control Applied to an Office Building (en)
skos:notation	RIV/68407700:21720/14:00217274!RIV15-MSM-21720___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(ED3.1.00/13.0283), P(GAP103/12/1187), P(GAP103/12/1994)
http://linked.open...iv/cisloPeriodika	6
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Široký, Jan Ferkl, Lukáš Cigler, Jiří
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
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	29777
http://linked.open...ai/riv/idVysledku	RIV/68407700:21720/14:00217274
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Model predictive control; Control hierarchy; Building climate control (en)
http://linked.open.../riv/klicoveSlovo	Control hierarchy Model predictive control Building climate control
http://linked.open...odStatuVydavatele	GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV	[97D6B77BD240]
http://linked.open...i/riv/nazevZdroje	Journal of Process Control
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Identification of Stochastic, Nonlinear Systems for Advanced Control Adaptive scheduling and Optimization algorithms for distributed Real-time Embeddes Systems Intelligent buildings
http://linked.open...UplatneniVysledku	2014
http://linked.open...v/svazekPeriodika	24
http://linked.open...iv/tvurceVysledku	Cigler, Jiří Ferkl, Lukáš Váňa, Zdeněk Široký, Jan Žáčeková, Eva
http://linked.open...ain/vavai/riv/wos	000338806000010
issn	0959-1524
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1016/j.jprocont.2014.01.016
http://localhost/t...ganizacniJednotka	21720

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