I. Quesada et Ie. Grossmann, GLOBAL OPTIMIZATION OF BILINEAR PROCESS NETWORKS WITH MULTICOMPONENT FLOWS, Computers & chemical engineering, 19(12), 1995, pp. 1219-1242
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.