Robust Nonlinear Control Using Bilinear Matrix Inequalities With Application to a Batch Crystallization Process
Togkalidou, Timokleia
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https://hdl.handle.net/2142/82341
Description
Title
Robust Nonlinear Control Using Bilinear Matrix Inequalities With Application to a Batch Crystallization Process
Author(s)
Togkalidou, Timokleia
Issue Date
2002
Doctoral Committee Chair(s)
Braatz, Richard D.
Department of Study
Chemical Engineering
Discipline
Chemical Engineering
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Keyword(s)
Engineering, Mechanical
Language
eng
Abstract
The controller design problem necessitates the solution of an optimization problem under bilinear matrix inequality constraints, which is a nonconvex optimization problem, has been shown to be NP-hard, and its efficient solution is also an open research problem. Various solution strategies have been incorporated to a branch and bound algorithm solving the aforementioned optimization problem, and were compared for various controller designs.
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