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An agent-based approach to intelligent manufacturing network configuration

机译:基于代理的智能制造网络配置方法

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摘要

The participation of small and medium enterprises in inter-firm collaboration can enhance their market reach while maintaining production lean. The conventional centralised collaboration approach is believed to be unsustainable, in today’s complex environment. The research aimed to investigate manufacturing network collaborations, where manufacturers maintain control over their scheduling activities and participate in a market-based event, to decide which collaborations are retained. The work investigated two pairing mechanisms where the intention was to capture and optimise collaboration at the granular level and then build up a network from those intermediate forms of organisation. The research also looked at two bidding protocols. The first protocol involves manufacturers that bid for operations from the process plan of a job. The second protocol is concerned with networks that bid for a job in its entirety. The problem, defined by an industrial use case and operation research data sets, was modelled as decentralised flow shop scheduling. The holonic paradigm identified the problem solving agents that participated in agent-based modelling and simulation of the pairing and the bidding protocols. The protocols are strongly believed to achieve true decentralisation of scheduling, with good performance on scalability, conflict resolution and schedule optimisation, for the purpose of inter-firm collaboration.
机译:中小企业参与公司间的合作可以扩大市场范围,同时保持精益生产。在当今复杂的环境中,传统的集中式协作方法被认为是不可持续的。该研究旨在调查制造网络的协作,制造商在这些协作中保持对调度活动的控制并参加基于市场的活动,以决定保留哪些协作。这项工作研究了两种配对机制,其目的是在粒度级别捕获和优化协作,然后从这些中间组织形式建立网络。该研究还研究了两种投标协议。第一个协议涉及根据工作流程计划竞标操作的制造商。第二个协议涉及整个竞标工作的网络。由工业用例和运营研究数据集定义的问题被建模为分散式流水车间调度。完整的范例确定了解决问题的代理商,他们参与了基于代理商的配对和出价协议的建模和仿真。出于企业间协作的目的,人们坚信该协议可以实现调度的真正去中心化,并且在可伸缩性,冲突解决和调度优化方面具有良好的性能。

著录项

  • 作者

    Jules Désiré Guiovanni;

  • 作者单位
  • 年度 2016
  • 总页数
  • 原文格式 PDF
  • 正文语种 English
  • 中图分类

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