Title :
A methodology for estimation of the physical parameters of static or steady-state models
Author :
Baron, C. ; Poinot, T. ; Ribardiere, P. ; Trigeassou, Jc
Author_Institution :
Lab. d´´Automatique et d´´Informatique Industrielle (LAII), Ecole Superieure d´´Ingenieurs de Poitiers (ESIP), France
Abstract :
We present a methodology for the determination of uncertainty parametric domains In the hypothesis of bounded error, related to global identification and based on the minimization of a conventional quadratic criterion. This paper is restricted to the case of static or steady state models. Modelling errors, which are the cause of a deterministic bias, are taken into account with the help of a constrained black box model.
Keywords :
identification; modelling; parameter estimation; bounded error; conventional quadratic criterion; deterministic bias; global identification; uncertainty domain; uncertainty parametric domains; Differential equations; Electrical engineering; Error correction; Integrated circuit modeling; Parameter estimation; Predictive models; State estimation; Steady-state; Stochastic resonance; Uncertainty;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1175686
