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Economical Nonlinear Model Predictive Control for Building Climate Control

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00218127" target="_blank" >RIV/68407700:21230/14:00218127 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1109/ACC.2014.6858928" target="_blank" >http://dx.doi.org/10.1109/ACC.2014.6858928</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/ACC.2014.6858928" target="_blank" >10.1109/ACC.2014.6858928</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Economical Nonlinear Model Predictive Control for Building Climate Control

  • Original language description

    In this paper, two alternatives approaches to model predictive control (MPC) are compared and contrasted for the role of zone temperature controller - the commonly used linear formulation (LMPC) and rather unconventional nonlinear formulation (NMPC). Theeconomical focus is reflected by the performance criterion being a combination of the comfort requirements and the monetary cost penalties (price of the consumed hot water and the electricity needed to deliver the water to the building) of the controlled inputs. With this formulation, the optimal controller drives toward minimization of the real price rather than minimization of abstract quantities. It turns out that the NMPC is able to attack the cost minimization directly while retaining a compact optimization formulation as opposed to the suboptimal linear alternative. A considerable part of the superiority of the NMPC can be owed also to the use of a nonlinear model that captures the nonlinear building dynamics much more accurately

  • 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/GC13-12726J" target="_blank" >GC13-12726J: Unified framework for multi-criteria identification, control and fault detection</a><br>

  • Continuities

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

Others

  • Publication year

    2014

  • 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 2014 American Control Conference

  • ISBN

    978-1-4799-3272-6

  • ISSN

    0743-1619

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    418-423

  • Publisher name

    IEEE

  • Place of publication

    Piscataway

  • Event location

    Portland

  • Event date

    Jun 4, 2014

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000346492600066