Title :
Nonlinear Feedback Control of Surface Roughness Using a Stochastic PDE
Author :
Lou, Yiming ; Christofides, Panagiotis D.
Author_Institution :
Adv. Projects Res. Inc., La Verne, CA
Abstract :
In this work, we develop a method for nonlinear feedback control of the roughness of a one-dimensional surface whose evolution is described by the stochastic Kuramoto-Sivashinsky equation (KSE), a fourth-order nonlinear stochastic partial differential equation. We initially formulate the stochastic KSE into a system of infinite nonlinear stochastic ordinary differential equations by using modal decomposition. A finite-dimensional approximation of the stochastic KSE is then derived that captures the dominant mode contribution to the surface roughness. A nonlinear feedback controller is then designed based on the finite-dimensional approximation to control the surface roughness. An analysis of the closed-loop nonlinear infinite-dimensional system is performed to characterize the closed-loop performance enforced by the nonlinear feedback controller in the closed-loop infinite-dimensional system. The effectiveness of the proposed nonlinear controller and the advantages of the nonlinear controller over a linear controller resulting from the linearization of the nonlinear controller around the zero solution are demonstrated through numerical simulations
Keywords :
approximation theory; closed loop systems; control system synthesis; feedback; multidimensional systems; nonlinear control systems; partial differential equations; stochastic processes; surface roughness; thin films; closed-loop nonlinear infinite-dimensional system; finite-dimensional approximation; fourth-order nonlinear stochastic partial differential equation; modal decomposition; nonlinear feedback controller design; numerical simulations; stochastic Kuramoto-Sivashinsky equation; stochastic PDE; surface roughness; Adaptive control; Differential equations; Feedback control; Nonlinear equations; Partial differential equations; Performance analysis; Rough surfaces; Stochastic processes; Stochastic systems; Surface roughness;
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
DOI :
10.1109/CDC.2006.376973