A production rescheduling expert simulation system

A production rescheduling expert simulation system

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Article ID: iaor20011211
Country: Netherlands
Volume: 124
Issue: 2
Start Page Number: 283
End Page Number: 293
Publication Date: Jul 2000
Journal: European Journal of Operational Research
Authors: , , ,
Keywords: simulation
Abstract:

The job shop rescheduling problem is considered as a particularly hard combinatorial optimization problem. This problem deals with uncertainty caused by the exterior business environment and interior production conditions. Production rescheduling is a common practice in Chinese manufacturing firms. Four sources of production disturbances have been identified: (1) incorrect work; (2) machine breakdowns; (3) rework due to quality problem; and (4) rush orders. These disturbances are fuzzy and random. In order to solve this ill-structured production problem, a production rescheduling expert simulation system is proposed in this paper. The production rescheduling expert simulation system integrates many techniques and methods, including simulation technique, artificial neural network, expert knowledge and dispatching rules.

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