DESIGN OF SINGLE-PRODUCT CAMPAIGN BATCH PLANTS UNDER DEMAND UNCERTAINTY

Citation
Sb. Petkov et Cd. Maranas, DESIGN OF SINGLE-PRODUCT CAMPAIGN BATCH PLANTS UNDER DEMAND UNCERTAINTY, AIChE journal, 44(4), 1998, pp. 896-911
Citations number
34
Categorie Soggetti
Engineering, Chemical
Journal title
ISSN journal
00011541
Volume
44
Issue
4
Year of publication
1998
Pages
896 - 911
Database
ISI
SICI code
0001-1541(1998)44:4<896:DOSCBP>2.0.ZU;2-H
Abstract
A new method is introduced for optimally designing multiproduct batch plants under the single-product campaign (SPC) production mode. Uncert ain future product demands are described with normal probability distr ibutions and more than one processing unit of equal size are allowed p er stage. At the expense of imposing the normality assumption for prod uct demand uncertainty and the SPC production mode, the original two-s tage stochastic optimization problem is transformed into a determinist ic mixed-integer nonlinear programming problem without relying on impl icit or explicit discretization of the uncertain variables. This is ac complished through the explicit solution of the inner problem and the analytical integration overall product demand realizations. This probl em representation and solution strategy result in savings of orders of magnitude over existing methods in computational requirements.