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Dynamic scheduling of multi-product systems with setups: Bounds and heuristics.

机译:具有设置的多产品系统的动态调度:边界和启发式。

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摘要

We consider a single-stage multi-product production system. In such a system, a single machine is used to process multiple types of products. The demands and processing rates for a part are likely to differ across types. Setup activities are necessary when switches of part types are made. These setup activities require time and incur cost that depend on the specific part type. As a consequence of these differences, production scheduling will have great impact on the total amount of work in process (WIP) inventory and the average production cost. Optimal dynamic schedules and performance bounds for such a system under the stochastic setting are extremely difficult to obtain, even for very simple cases.; We analyze such a system with a fluid model. Under the fluid assumption, the demands and processing rates of products are assumed to be deterministic and continuous. The setup times are assumed to be deterministic as well. We develop a mathematical program to model this fluid system and use it to derive a lower bound and scheduling heuristics for such a fluid system. We then show that the fluid bound is a valid lower bound for the stochastic system operated under a static-type policy. The heuristics are then used as scheduling methods for the stochastic system. A simulation study is conducted to study the performance of the bound and scheduling heuristics. In addition, we extend the fluid bound to multi-stage systems under a specific assumption on the service discipline.
机译:我们考虑一个单阶段的多产品生产系统。在这样的系统中,单个机器用于处理多种类型的产品。零件的需求和处理速率可能会因类型而异。进行零件类型的切换时,必须进行设置活动。这些设置活动需要时间,并且会产生成本,具体取决于特定零件类型。由于这些差异,生产计划将对在制品(WIP)的总量和平均生产成本产生重大影响。即使在非常简单的情况下,也很难获得在随机设置下这种系统的最佳动态时间表和性能范围。我们用流体模型分析这样的系统。在流动的假设下,产品的需求和加工速度被假定为确定性的和连续的。设置时间也假定为确定性的。我们开发了一个数学程序来对该流体系统进行建模,并使用它来推导下限,并为该流体系统安排启发式算法。然后,我们证明流体边界是在静态类型策略下运行的随机系统的有效下界。然后,将启发式方法用作随机系统的调度方法。进行仿真研究以研究绑定和调度启发式算法的性能。此外,我们根据服务准则的特定假设,将流体扩展到多级系统。

著录项

  • 作者

    Lan, Wei-Min.;

  • 作者单位

    University of Michigan.;

  • 授予单位 University of Michigan.;
  • 学科 Engineering Industrial.
  • 学位 Ph.D.
  • 年度 2000
  • 页码 147 p.
  • 总页数 147
  • 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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