• DocumentCode
    1338976
  • Title

    Continuous-Time Linear Parameter-Varying Identification of a Cross Flow Heat Exchanger: A Local Approach

  • Author

    Mercére, Guillaume ; Palsson, Halldor ; Poinot, Thierry

  • Author_Institution
    Lab. d´´Autom. et d´´Inf. Ind., Univ. of Poitiers, Poitiers, France
  • Volume
    19
  • Issue
    1
  • fYear
    2011
  • Firstpage
    64
  • Lastpage
    76
  • Abstract
    In this paper, the problem of deriving a dynamical model of a cross flow heat exchanger is considered. In order to take into account the dependency of the system´s dynamics on the hot and the cold mass flow rates in an explicit way, an input-output linear parameter-varying (LPV) model is used. A local approach composed of three steps is carried out to identify this LPV model. A parameter estimation scheme is introduced in which cost functions are minimized by using specific nonlinear programming methods. In this study, a finite volume physical model simulator is exploited to simulate and to generate the data. Simulations are performed to demonstrate the benefits of the suggested approach.
  • Keywords
    continuous time systems; finite volume methods; heat exchangers; heat transfer; linear systems; nonlinear programming; parameter estimation; time-varying systems; cold mass flow; continuous time linear identification; cross flow heat exchanger; dynamical model; finite volume physical model simulator; hot mass flow; input output linear parameter varying model; nonlinear programming method; parameter estimation; Atmospheric modeling; Data models; Heat transfer; Heating; Mathematical model; Numerical models; Transfer functions; Cross flow heat exchanger; interpolation; linear parameter-varying (LPV) model; local approach; numerical modeling; output-error method;
  • fLanguage
    English
  • Journal_Title
    Control Systems Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6536
  • Type

    jour

  • DOI
    10.1109/TCST.2010.2071874
  • Filename
    5590266