一种基于agent的FMS干扰自动处理方法

Mahmoud M. Abdelhamied, I. Badr, Mustafa Sami, Adel Drwaish
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引用次数: 3

摘要

柔性制造系统(FMS)的特点是其环境是高度动态的,表现为频繁发生的干扰,需要不断更新生产计划。在实践中,这些干扰都是手工处理的,这导致了低生产率,并且无法利用FMS车间灵活资源所拥有的自动化潜力。本文介绍了一种基于智能体的FMS干扰自动处理方法。所提出的方法可以处理不同类型的干扰,如机器故障和紧急指令。本文描述了埃及一个实际FMS的案例研究,并用于测试所提出方法的可行性。测试结果表明,该方法在优化完工时间和机器利用率两项指标的同时,在自动化扰动处理方面具有很好的潜力,并保持了良好的反应性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An agent-based method for automating disturbance handling for FMS
Flexible manufacturing systems (FMS) are characterized by their highly dynamic environment, manifested in the frequent occurrence of disturbances that necessitate the continuous update of the production schedule. In practice, these disturbances are handled manually which results in low productivity and fails to utilize the high potential of automation possessed by the flexible resources on the shop floor of FMS. In this paper, we introduce an agent-based method for automating disturbance handling for FMS. The proposed method is designed to handle the different types of disturbances as machine breakdown and rush orders. A case study of a real FMS in Egypt is described and used to test the feasibility of the proposed method. Test results show a very good potential of the proposed method in automating disturbance handling while optimizing two measures, namely makespan and machine utilization and maintaining good reactivity.
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