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An agent-based production control framework for collaboration in supply chain management.

机译:基于代理的生产控制框架,用于供应链管理中的协作。

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摘要

This research focuses on constructing an agent-based collaborative production control framework capable of conducting real-time scheduling and dispatching functions among production entities as well as within them in a supply chain. This control framework utilizes autonomous agent and weighted functions for distributed decision-making while all control entities work in an active and collaborative way to help each other in making decisions. The control framework is highly flexible because all the agents are constructed with an object-oriented perspective so that they can join or depart from the control scheme without affecting the rest of the control framework. This collaborative control framework is capable of realizing and seeking a balance among heterogeneous objectives of the supply chain system and the production entities within the system. Simple index values, instead of detailed data, are used for information exchange among agents. This research emphasizes collaboration among production entities to synchronize the production of all sub-assemblies of a make-to-order product when the due date needs to be met. This was achieved through coordinating the frontloading time of sub-assemblies and dynamically assigning priorities to the sub-assemblies at each stage of the production process. Simulation models of a real-world multi-line elevator manufacturing supply chain system were developed as a test bed. Two scenarios, a vertically integrated supply chain and multiple company supply chain, were examined. Control strategies within three and two different levels of collaboration were applied to these scenarios, respectively, to compare and evaluate the performance of the proposed control strategy. Sensitivity analyses were performed to demonstrate the ability of the proposed control strategy to improve system performances under different levels of machine downtime, which is one of the major system uncertainty factors.
机译:这项研究的重点是构建基于代理的协作式生产控制框架,该框架能够在生产实体之间以及供应链中的实体之间执行实时调度和调度功能。该控制框架利用自治代理和加权功能进行分布式决策,而所有控制实体均以主动和协作的方式工作,以互相帮助进行决策。控制框架具有高度的灵活性,因为所有代理都是以面向对象的角度构建的,因此它们可以加入或脱离控制方案,而不会影响其余的控制框架。这种协作控制框架能够实现并寻求供应链系统和系统内生产实体的异构目标之间的平衡。简单索引值而不是详细数据用于代理之间的信息交换。该研究强调在需要满足到期日期时,生产实体之间的协作以同步按订单生产产品的所有子组件的生产。这是通过协调子装配的前装时间并在生产过程的每个阶段为子装配动态分配优先级来实现的。开发了真实世界的多线电梯制造供应链系统的仿真模型作为测试平台。研究了两个方案,即垂直整合的供应链和多个公司的供应链。在三个和两个不同协作级别中的控制策略分别应用于这些方案,以比较和评估所提出的控制策略的性能。进行了敏感性分析,以证明所提出的控制策略在不同级别的机器停机时间下改善系统性能的能力,这是主要的系统不确定性因素之一。

著录项

  • 作者

    Lu, Ta-Ping Robert.;

  • 作者单位

    Purdue University.;

  • 授予单位 Purdue University.;
  • 学科 Engineering Industrial.
  • 学位 Ph.D.
  • 年度 2000
  • 页码 115 p.
  • 总页数 115
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 一般工业技术;
  • 关键词

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