• DocumentCode
    3275978
  • Title

    Building thermal model reduction via aggregation of states

  • Author

    Kun Deng ; Barooah, P. ; Mehta, P.G. ; Meyn, S.P.

  • Author_Institution
    Coordinated Sci. Lab., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
  • fYear
    2010
  • fDate
    June 30 2010-July 2 2010
  • Firstpage
    5118
  • Lastpage
    5123
  • Abstract
    This paper proposes an aggregation-based model reduction method for thermal models of large buildings. Using an electric analogy, the baseline thermal model is represented as an RC-network. The proposed model reduction methodology is used to obtain a simpler (with fewer states) multi-scale representation of this network. The methodology preserves the electrical analogy and retains the physical intuition during the model reduction process. The theoretical results are illustrated with the aid of examples.
  • Keywords
    HVAC; aggregation; building; thermal analysis; RC-network; aggregation-based model reduction; building thermal model reduction; electric analogy; multiscale representation; Aerodynamics; Buildings; Capacitors; Control systems; Energy efficiency; Laboratories; Reduced order systems; Renewable energy resources; Resistors; Temperature control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2010
  • Conference_Location
    Baltimore, MD
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4244-7426-4
  • Type

    conf

  • DOI
    10.1109/ACC.2010.5530470
  • Filename
    5530470