Application of Fuzzy Logic to Shopfloor Scheduling

Authors:
Saeid Nahavandi;Paul Solomon
Affiliations:
-;-
Venue:
ANNES '95 Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems
Year:
1995

Citing 0
Cited 1

A soft computing approach for task contracting in multi-agent manufacturing control

Computers in Industry - Special issue: Soft computing in industrial applications

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Abstract

The work presented in this paper shows that fuzzy logic can be useful for the scheduling problems where the production data such as processing times is fuzzy. The chosen area of application of fuzzy logic is the hybrid control architecture of a Flexible Manufacturing System (FMS). Fuzzy logic is used for prioritization and the ordering of the jobs in the Factory Controller queue. The preliminary results indicate that implementing a fuzzy scheduling system to shop floor scheduling will ease the rather complicated scheduling problems.