DocumentCode :
1235065
Title :
A distributed scheduling for agro-food manufacturing problems
Author :
Gargouri, Emna ; Hammadi, Slim
Author_Institution :
Ecole Centrale de Lille, France
Volume :
33
Issue :
2
fYear :
2003
fDate :
5/1/2003 12:00:00 AM
Firstpage :
176
Lastpage :
185
Abstract :
Workshop scheduling problems can be considered as one of the main factors to improve the productivity and efficiency of a manufacturing system. The continuous evolution and the dynamic characteristics of industrial workshops, particularly those of agro-food industries, impose the generation of a real time decision scheduling process. In the agro-food industries, the products to be processed and the used primary products are characterized by their limit validity dates which generate some particularly and especially antagonist criteria. A distributed decision support system for real time scheduling is described in this paper. It is based on an original cooperative approach aimed to elaborate robust decisions that propose to the "best action" to the decision maker. The decision process is distributed all along the production chain. At each decision time, in order to ensure coherency, we have to take into account the neighborhood constraints in order to simultaneously satisfy different criteria which do not have the same importance. An aggregation criteria system is defined to manage the criteria among their importance degrees. We define a decisional model based on the evaluation and the comparison of a set of proposed actions.
Keywords :
computer integrated manufacturing; decision support systems; food processing industry; production control; real-time systems; scheduling; aggregation criteria system; agro-food manufacturing problems; decision model; distributed decision support system; distributed scheduling; production chain; productivity; real time decision scheduling process; workshop scheduling problems; Character generation; Decision support systems; Dynamic scheduling; Job shop scheduling; Manufacturing industries; Manufacturing systems; Production; Productivity; Real time systems; Robustness;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
Publisher :
ieee
ISSN :
1094-6977
Type :
jour
DOI :
10.1109/TSMCC.2003.813151
Filename :
1211125
Link To Document :
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