AN OPTIMAL-CONTROL METHOD FOR AGGREGATE PRODUCTION PLANNING IN LARGE-SCALE MANUFACTURING SYSTEMS WITH CAPACITY EXPANSION AND DETERIORATION

Citation
K. Kogan et E. Khmelnitsky, AN OPTIMAL-CONTROL METHOD FOR AGGREGATE PRODUCTION PLANNING IN LARGE-SCALE MANUFACTURING SYSTEMS WITH CAPACITY EXPANSION AND DETERIORATION, Computers & industrial engineering, 28(4), 1995, pp. 851-859
Citations number
20
Categorie Soggetti
Computer Application, Chemistry & Engineering","Computer Science Interdisciplinary Applications","Engineering, Industrial
ISSN journal
03608352
Volume
28
Issue
4
Year of publication
1995
Pages
851 - 859
Database
ISI
SICI code
0360-8352(1995)28:4<851:AOMFAP>2.0.ZU;2-B
Abstract
An optimal control approach to continuous-time aggregate production pl anning problems is presented. The proposed approach describes the prod uction and capacity evolution (expansion, sell and deterioration) proc esses in the form of differential equations with regular production, s ubcontracting and capacity change rates controllable on one hierarchic al level. In this way, the traditional disadvantages of the two-level problem consideration (one level for strategic capacity planning and t he other for production smoothing) are avoided. Analytical properties for optimal production and capacity control regimes and conditions for their changeover are derived by the maximum principle. Based on these results, an insight into the optimal behaviour of the production syst em is gained and a fast numerical method is developed to identify and sequence the optimal regimes for arbitrary demand profiles. A computat ional example illustrates the effectiveness of the approach.