DocumentCode :
1347474
Title :
A time-decomposition method for sequence-dependent setup scheduling under pressing demand conditions
Author :
Khmelnitsky, Eugene ; Kogan, Konstantin ; Maimon, Oded
Author_Institution :
Fac. of Eng., Tel Aviv Univ., Israel
Volume :
45
Issue :
4
fYear :
2000
fDate :
4/1/2000 12:00:00 AM
Firstpage :
638
Lastpage :
652
Abstract :
This paper develops a method for continuous-time scheduling problems in flexible manufacturing systems. The objective is to find the optimal schedule subject to different production constraints: precedence constraints (bills of materials), sequence-dependent setup times, finite machine capacities, and pressing demands. Differential equations along with mixed constraints are used to model production and setup processes in a canonical form of optimal control. The proposed approach to the search for the optimal solution is based on the maximum principle analysis and time-decomposition methodology. To develop fast near-optimal solution algorithms for sizable problems, we replace the general problem with a number of sub-problems so that solving them iteratively provides tight lower and upper estimates of the optimal solution
Keywords :
differential equations; flexible manufacturing systems; iterative methods; maximum principle; production control; FMS; differential equations; flexible manufacturing systems; iterative method; machine capacity; maximum principle; optimal control; pressing demand conditions; production control; setup scheduling; time-decomposition; Bills of materials; Differential equations; Flexible manufacturing systems; Food industry; Job shop scheduling; Manufacturing industries; Optimal control; Optimal scheduling; Pressing; Production;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/9.847101
Filename :
847101
Link To Document :
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