Hybrid MPC approach to reconfiguration of building heating system

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00206433" target="_blank" >RIV/68407700:21230/13:00206433 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/68407700:21720/13:00206433 RIV/49777513:23520/13:43919232

Výsledek na webu

<a href="http://www.nt.ntnu.no/users/skoge/prost/proceedings/ecc-2013/data/papers/0282.pdf" target="_blank" >http://www.nt.ntnu.no/users/skoge/prost/proceedings/ecc-2013/data/papers/0282.pdf</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Hybrid MPC approach to reconfiguration of building heating system

Popis výsledku v původním jazyce

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 LinearTime 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. Theproposed 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.

Název v anglickém jazyce

Hybrid MPC approach to reconfiguration of building heating system

Popis výsledku anglicky

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 LinearTime 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. Theproposed 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.

Druh

D - Stať ve sborníku

CEP obor

BC - Teorie a systémy řízení

OECD FORD obor

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Projekt

<a href="/cs/project/ED2.1.00%2F03.0091" target="_blank" >ED2.1.00/03.0091: Univerzitní centrum energeticky efektivních budov (UCEEB)</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2013

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of the European Control Conference

ISBN

978-3-033-03962-9

ISSN

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e-ISSN

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Počet stran výsledku

6

Strana od-do

2675-2680

Název nakladatele

European Control Association

Místo vydání

Zurich

Místo konání akce

Zurich

Datum konání akce

17. 7. 2013

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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