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
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;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2010.2071874