DocumentCode
3291638
Title
Generalized reduction constraints for the global optimization of dynamic process networks using topological invariants
Author
Wartmann, M.R. ; Heirung, T.A.N. ; Ruiz, J.P. ; Ydstie, B.E.
Author_Institution
Dept. of Chem. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
fYear
2010
fDate
June 30 2010-July 2 2010
Firstpage
2823
Lastpage
2828
Abstract
We describe a novel framework for the modeling and optimization of dynamic process networks based on network theory. Global optimization of nonlinear systems is investigated for dynamic flow problems. Tellegen´s Theorem, a topological invariant of process networks, plays a central role as generalized reduction constraint. In order to improve the computational efficiency of the spatial branch and bound methods for the solution of global optimization problems, we develop a systematic method to generate formulations which lead to tighter convex relaxations and improved numerical characteristics.
Keywords
network theory (graphs); network topology; optimisation; Tellegen theorem; convex relaxation; dynamic process network; generalized reduction constraint; global optimization; network theory; topological invariant; Character generation; Computational efficiency; Constraint optimization; Constraint theory; Large-scale systems; Nonlinear dynamical systems; Nonlinear equations; Nonlinear systems; Optimization methods; Partial differential equations; dynamic optimization; generalized reduction constraints; global optimization; network theory;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2010
Conference_Location
Baltimore, MD
ISSN
0743-1619
Print_ISBN
978-1-4244-7426-4
Type
conf
DOI
10.1109/ACC.2010.5531427
Filename
5531427
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