DocumentCode
2479049
Title
Feedback control of dissipative PDE systems in the presence of uncertainty and noise using extended Kalman filter
Author
Pitchaiah, Sivakumar ; Armaou, Antonios
Author_Institution
Dept. of Chem. Eng., Pennsylvania State Univ., University Park, PA, USA
fYear
2009
fDate
10-12 June 2009
Firstpage
2464
Lastpage
2469
Abstract
This article focuses on dynamic output feedback and robust control of quasi linear parabolic partial differential equations (PDE) systems with time-varying uncertain variables. Especially processes that are described by dissipative PDEs are considered. The states of the process required for designing controllers are dynamically estimated from limited number of noisy process measurements employing an Extended Kalman filter. The issue of utilizing these estimated states in a robust controller to achieve the desired process objective is investigated. The controller design needs to address both model uncertainty and sensor noise. The methodology is employed on an representative example wherein the desired objective is to stabilize an unstable operating point in a catalytic rod, where an exothermic reaction occurs. A finite dimensional robust controller, utilizing dynamically estimated states, is used to successfully stabilize the process to an open-loop unstable steady-state.
Keywords
Kalman filters; control system synthesis; feedback; nonlinear filters; open loop systems; partial differential equations; time-varying systems; uncertain systems; dissipative PDE systems; dynamic output feedback control; extended Kalman filter; finite dimensional robust controller; open-loop unstable steady-state; quasilinear parabolic partial differential equations; robust control; sensor noise; time-varying uncertain variables; Feedback control; Noise robustness; Open loop systems; Output feedback; Partial differential equations; Process design; Robust control; State estimation; Time varying systems; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2009. ACC '09.
Conference_Location
St. Louis, MO
ISSN
0743-1619
Print_ISBN
978-1-4244-4523-3
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2009.5160736
Filename
5160736
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