DocumentCode
2940196
Title
Boundary model predictive control of thin film thickness modelled by Kuramoto-Sivashinsky equation with input and state constraints
Author
Yang, Yu ; Dubljevic, Stevan
Author_Institution
Dept. of Chem. & Mater. Eng., Univ. of Alberta, Edmonton, AB, Canada
fYear
2012
fDate
3-6 July 2012
Firstpage
1085
Lastpage
1091
Abstract
In this work, a model predictive control (MPC) synthesis is proposed to regulate, in the presence of naturally present state and input constraints, the thickness of falling film in the vertical tube, modelled by the Kuramoto-Sivashinsky (K-S) equation. The infinite-dimensional state space representation is developed and an exact transformation modifies the boundary control problem into the distributed control problem. The appropriate analysis of K-S spectral operator reveals dissipative structure of the linearized operator which benefits from the applicability of spectral decomposition for the control purpose. The model predictive control synthesis utilizes the finite dimensional representation of the K-S PDE state in the formulation of the optimization functional, while the infinite dimensional K-S PDE state constraints are appropriately defined and cast in a form of constrained quadratic optimization. The simulation study evaluates the performance of proposed methods which achieves both stabilization of the thin film thickness and obeys inputs and states constraints.
Keywords
control system synthesis; distributed control; multidimensional systems; partial differential equations; predictive control; quadratic programming; stability; state-space methods; thin films; K-S spectral operator; Kuramoto-Sivashinsky equation; MPC; boundary model predictive control synthesis; constrained quadratic optimization; dissipative structure; distributed control problem; finite dimensional representation; infinite dimensional K-S PDE state constraints; infinite dimensional state space representation; input constraints; linearized operator; optimization functional formulation; partial differential equation; spectral decomposition; thin film thickness stabilization; Actuators; Eigenvalues and eigenfunctions; Electron tubes; Equations; Mathematical model; Optimization; Predictive control;
fLanguage
English
Publisher
ieee
Conference_Titel
Control & Automation (MED), 2012 20th Mediterranean Conference on
Conference_Location
Barcelona
Print_ISBN
978-1-4673-2530-1
Electronic_ISBN
978-1-4673-2529-5
Type
conf
DOI
10.1109/MED.2012.6265783
Filename
6265783
Link To Document