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Hybrid MPC approach to reconfiguration of building heating system

The result's identifiers

  • Result code in 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>

  • Alternative codes found

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

  • Result on the web

    <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

Alternative languages

  • Result language

    angličtina

  • Original language name

    Hybrid MPC approach to reconfiguration of building heating system

  • Original language 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 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.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BC - Theory and management systems

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/ED2.1.00%2F03.0091" target="_blank" >ED2.1.00/03.0091: University center for energy Efficient buildings (UCEEB)</a><br>

  • Continuities

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

Others

  • Publication year

    2013

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of the European Control Conference

  • ISBN

    978-3-033-03962-9

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    2675-2680

  • Publisher name

    European Control Association

  • Place of publication

    Zurich

  • Event location

    Zurich

  • Event date

    Jul 17, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article