DocumentCode :
630547
Title :
Control of dissipative partial differential equation systems using APOD based dynamic observer designs
Author :
Pourkargar, Davood Babaei ; Armaou, Antonios
Author_Institution :
Dept. of Chem. Eng., Pennsylvania State Univ., University Park, PA, USA
fYear :
2013
fDate :
17-19 June 2013
Firstpage :
502
Lastpage :
508
Abstract :
This article focuses on output feedback control of distributed parameter systems with limited number of sensors employing adaptive proper orthogonal decomposition (APOD) methodology. The controller design issue is addressed by combining a robust state controller with a dynamic observer of the system states to reduce sensor requirements. The use of APOD methodology allows the development of locally accurate low-dimensional reduced order dynamic models (ROMs) for controller synthesis thus resulting in a computationally-efficient alternative to using large-dimensional models with global validity. The derived ROMs are subsequently employed for the design of dynamic observers and controllers. The proposed methods are successfully used to achieve the desired control objective of stabilizing the Kuramoto-Sivashinksy equation (KSE) at a desired state spatial profile.
Keywords :
adaptive control; control system synthesis; distributed parameter systems; feedback; partial differential equations; reduced order systems; robust control; APOD; KSE; Kuramoto-Sivashinksy equation; ROM; adaptive proper orthogonal decomposition; dissipative partial differential equation systems; distributed parameter systems; dynamic observer designs; output feedback control; reduced order dynamic models; robust state controller; Eigenvalues and eigenfunctions; Observers; Process control; Read only memory; Reduced order systems; Sensors; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
ISSN :
0743-1619
Print_ISBN :
978-1-4799-0177-7
Type :
conf
DOI :
10.1109/ACC.2013.6579887
Filename :
6579887
Link To Document :
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