Title :
On-line identification of temperature-dependent thermal conductivity
Author :
Vergnaud, A. ; Beaugrand, G. ; Gaye, Oumar ; Perez, Lina ; Lucidarme, P. ; Autrique, L.
Author_Institution :
LISA, Angers, France
Abstract :
In this communication, the investigated study deals with on-line parametric identification in a one-dimensional thermal system. The main objective is the determination of the temperature-dependent thermal conductivity considering noisy temperature measurements. In such a way, the identification problem is written as a minimization one. Since inverse heat conduction problems are ill-posed, a regularization method has to be numerically implemented. Thus, the conjugate gradient method (a well-known iterative regularization method) has been adapted for on-line purposes.
Keywords :
conjugate gradient methods; heat conduction; inverse problems; iterative methods; minimisation; parameter estimation; temperature measurement; thermal conductivity; conjugate gradient method; identification problem; ill-posed problem; inverse heat conduction problems; iterative regularization method; minimization; noisy temperature measurement; on-line parametric identification; on-line purposes; one-dimensional thermal system; temperature-dependent thermal conductivity determination; Conductivity; Delays; Heating; Sensitivity; Temperature measurement; Temperature sensors; Thermal conductivity;
Conference_Titel :
Control Conference (ECC), 2014 European
Conference_Location :
Strasbourg
Print_ISBN :
978-3-9524269-1-3
DOI :
10.1109/ECC.2014.6862267