• DocumentCode
    2828148
  • Title

    Control and room temperature optimization of energy efficient buildings

  • Author

    Sahyoun, Samir ; Nelson, Craig ; Djouadi, Seddik M. ; Kuruganti, Teja

  • Author_Institution
    EECS Dept., Univ. of Tennessee, Knoxville, TN, USA
  • fYear
    2012
  • fDate
    3-5 Oct. 2012
  • Firstpage
    962
  • Lastpage
    967
  • Abstract
    The building sector consumes a large part of the energy used in the United States and is responsible for nearly 40% of greenhouse gas emissions. It is therefore economically and environmentally important to reduce the building energy consumption to realize massive energy savings. In this paper, a method to control room temperature in buildings is proposed. The approach is based on a distributed parameter model represented by a three dimensional (3D) heat equation in a room with heater/cooler located at ceiling. The latter is resolved using finite element methods, and results in a model for room temperature with thousands of states. The latter is not amenable to control design. A reduced order model of only few states is then derived using Proper Orthogonal Decomposition (POD). A Linear Quadratic Regulator (LQR) is computed based on the reduced model, and applied to the full order model to control room temperature.
  • Keywords
    air conditioning; building management systems; control system synthesis; energy conservation; finite element analysis; linear quadratic control; optimisation; reduced order systems; temperature control; 3D heat equation; LQR; POD; United States; building energy consumption reduction; building sector; ceiling; control design; cooler; distributed parameter model; energy efficient building; energy savings; finite element method; full order model; greenhouse gas emission; heater; linear quadratic regulator; proper orthogonal decomposition; reduced order model; room temperature control; room temperature optimization; Computational modeling; Equations; Finite element methods; Heating; Mathematical model; Reduced order systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Applications (CCA), 2012 IEEE International Conference on
  • Conference_Location
    Dubrovnik
  • ISSN
    1085-1992
  • Print_ISBN
    978-1-4673-4503-3
  • Electronic_ISBN
    1085-1992
  • Type

    conf

  • DOI
    10.1109/CCA.2012.6402450
  • Filename
    6402450