Title :
A nonlinear observer for an activated sludge wastewater treatment process
Author :
Boulkroune, B. ; Darouach, M. ; Zasadzinski, M. ; Gillé, S.
Author_Institution :
Centre de Rech. en Autom. de Nancy, Nancy-Univ., Nancy, France
Abstract :
This paper treats the problem of estimating simultaneously the state and the unknown inputs of a class of nonlinear discrete-time systems. An observer design method for nonlinear Lipschitz discrete-time systems is proposed. By assuming that the linear part of this class of systems is time-varying, the state estimation problem of nonlinear system is transformed into a state estimation problem for LPV system. The stability analysis is performed using a Lyapunov function that leads to the solvability of linear matrix inequalities (LMIs). Performances of the proposed observer are shown through the application to an activated sludge process model.
Keywords :
Lyapunov methods; control system synthesis; discrete time systems; linear matrix inequalities; nonlinear systems; observers; stability; wastewater treatment; Lipschitz discrete-time systems; Lyapunov function; activated sludge wastewater treatment process; linear matrix inequalities; nonlinear discrete-time systems; observer design method; stability analysis; state estimation problem; Design methodology; Linear matrix inequalities; Lyapunov method; Nonlinear systems; Observers; Sludge treatment; Stability analysis; State estimation; Time varying systems; Wastewater treatment;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160499