DocumentCode :
3439899
Title :
Observer design for nonlinear processes with Wiener structure
Author :
López, T. Á Glaría ; Sbarbaro, D.
Author_Institution :
Electr. Eng. Dept., Univ. de Concepcion, Concepcion, Chile
fYear :
2011
fDate :
12-15 Dec. 2011
Firstpage :
2311
Lastpage :
2316
Abstract :
Wiener models, which consider a linear dynamical model and a nonlinear output map, can represent a wide range of industrial processes. In this paper, observer design approaches for these systems are proposed. The approaches consider a Wiener structure having a Lipschitz nonlinear perturbation term and explicit and implicit nonlinear output maps. The observers gain are obtained by solving a set of LMIs which consider the Lipschitz constant associated to the nonlinear perturbation and the convex hull associated to the output map derivative. A conductivity tracking problem and pH neutralization processes illustrate the main features of the design process and the performance obtained with the proposed design approach.
Keywords :
Wiener filters; convex programming; linear matrix inequalities; observers; LMI; Lipschitz nonlinear perturbation; Wiener structure; convex hull; industrial processes; linear dynamical model; nonlinear output map; nonlinear processes; observer design; output map derivative; pH neutralization processes; Conductivity; Conferences; Equations; Nonlinear dynamical systems; Observers; Sensors; Tomography; Chemical process; Differential Mean Value Theorem; LMI solution; Nonlinear output maps; Nonlinear systems; Observer design; Wiener structure;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
ISSN :
0743-1546
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
Type :
conf
DOI :
10.1109/CDC.2011.6161142
Filename :
6161142
Link To Document :
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