GLOBAL OPTIMIZATION OF BILINEAR PROCESS NETWORKS WITH MULTICOMPONENT FLOWS

Citation
I. Quesada et Ie. Grossmann, GLOBAL OPTIMIZATION OF BILINEAR PROCESS NETWORKS WITH MULTICOMPONENT FLOWS, Computers & chemical engineering, 19(12), 1995, pp. 1219-1242
Citations number
16
Categorie Soggetti
Computer Application, Chemistry & Engineering","Engineering, Chemical","Computer Science Interdisciplinary Applications
ISSN journal
00981354
Volume
19
Issue
12
Year of publication
1995
Pages
1219 - 1242
Database
ISI
SICI code
0098-1354(1995)19:12<1219:GOOBPN>2.0.ZU;2-B
Abstract
This paper deals with the global optimization of networks consisting o f splitters, mixers and linear process units and that involve multicom ponent streams. Examples include pooling and blending systems and shar p separation networks in which nonconvexities arise in the bilinear eq uations for the mass balances. A reformulation-linearization technique is first applied to models expressed with compositions and total flow s in order to obtain a relaxed LP formulation that provides a valid lo wer bound to the global optimum. This formulation is used within a spa tial branch and bound search. The application of this method is consid ered in detail for sharp separation systems with single feed and mixed products. Numerical results are presented on 12 test problems involvi ng up to a few hundred variables. It is shown that only a few nodes ar e commonly required in the branch and bound search.