Title :
Generic signature generation tool for diagnosis and parametric estimation of multi-variable dynamical nonlinear systems
Author :
Youssef, Bilal ; Alamir, Mazen
Author_Institution :
Lab. d´´Autom. de Grenoble, Domaine Univ., St Martin d´´heres, France
Abstract :
In this paper, a graphical signature generation tool is proposed for diagnosis and parametric estimation for nonlinear systems. This tool is based on the definition of a two-dimensional graphical signature obtained by using the history of the output measurements on some moving-horizon window. The underlying idea is that if each parametric variation deforms this signature in a different way, the latter becomes a remarkable tool for diagnosis, in particular in the case of the diagnosis by human operator. The whole scheme is illustrated by a simple example.
Keywords :
application generators; fault diagnosis; graphical user interfaces; multivariable systems; nonlinear dynamical systems; parameter estimation; software tools; generic signature generation tool; graphical signature generation tool; moving horizon window; multivariable dynamical nonlinear systems diagnosis; output measurements; parametric estimation; parametric variation; Fault detection; Fault diagnosis; Fuzzy logic; History; Humans; Nonlinear systems; Redundancy; Safety; Signal detection; Signal generators;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1272692