DocumentCode :
3551250
Title :
Optimal actuator placement and model reduction for a class of parabolic partial differential equations using spatial H2 norm
Author :
Demetriou, Michael A. ; Armaou, Antonios
Author_Institution :
Dept. of Mech. Eng., Worcester Polytech. Inst., MA, USA
fYear :
2005
fDate :
8-10 June 2005
Firstpage :
4569
Abstract :
The present work focuses on the optimal, with respect to certain criteria, placement of control actuators for transport-reaction processes, mathematically modelled by linear parabolic partial differential equations. Using model decomposition to discretize the spatial coordinate, and the notions of spatial and modal controllability, the semi-infinite optimization problem is formulated as a nonlinear optimization problem in appropriate L2 spaces. The formulated problem is subsequently solved using standard search algorithms. The proposed method is successfully applied to a representative process, modelled by a one-dimensional parabolic PDE, where the optimal location of a single point actuator is computed.
Keywords :
actuators; controllability; optimal control; optimisation; parabolic equations; partial differential equations; search problems; PDE; computational scheme; control actuators; linear parabolic partial differential equation; modal controllability; model decomposition; model reduction; nonlinear optimization; optimal actuator placement; semiinfinite optimization; single point actuator; spatial H2 norm; spatial controllability; spatial coordinate; spatial norms; spillover effect; transport-reaction process; Control systems; Controllability; Eigenvalues and eigenfunctions; Hydraulic actuators; Mathematical model; Open loop systems; Optimal control; Partial differential equations; Reduced order systems; Riccati equations;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
ISSN :
0743-1619
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
Type :
conf
DOI :
10.1109/ACC.2005.1470716
Filename :
1470716
Link To Document :
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