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Analysis and Evaluation of Efficient Dispatching Rules for Multi-Device Handling Systems with Random Move Requests

机译:具有随机移动请求的多设备处理系统的有效调度规则分析与评估

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摘要

Three essays are presented concerned with device dispatching within the framework provided by trip-based material handling systems, which represent a wide range of systems such as lift trucks and unit load automated guided vehicles in industrial applications and patient movement systems in healthcare applications. The move requests (MRs) arrive according to a Poisson process, and each MR is served, one at a time, by one of the devices, according to the dispatching rule. In the first essay, a new analytic model is developed to estimate empty device travel with multiple devices operating under the modified first-come-first-served (Mod-FCFS) dispatching rule. The analytic technique used in the first essay is extended in the second essay to develop a new analytic model to estimate empty device travel with multiple devices operating under the shortest-travel-time-first (STTF) rule, which is a simple, well-known, and efficient rule but difficult to model analytically. To our knowledge, the analytic model in the second essay is the first model to explicitly estimate empty device travel under STTF. Using simulation, we show that both models perform well in estimating empty device travel and the expected device utilization. We also investigate the MR wait times under STTF, and propose a new rule, namely B-STTF, to avoid excessive wait times which are known to occur under STTF. The results show that B-STTF is as efficient as STTF while successfully avoiding excessive MR wait times.;In the third essay, we model intra-facility patient movement systems as a trip-based material handling system, where a "device" represents a patient mover (PM), and each "MR" represents a patient. Using simulation, we study the performance of the patient movement system as a function of the dispatching rule and the number/location of the equipment marshalling areas (that is, wheelchairs, gurneys, and closets). System performance is measured in terms of efficiency (i.e., reducing empty travel for the PMs and the expected MR wait times) and effectiveness (i.e., avoiding excessive wait times for the MRs). We observe that the FCFS dispatching rule is less efficient but it avoids excessive patient wait times since the MRs are served according to their order of arrival. In contrast, the STTF rule is efficient but some patients experience excessive wait times, which is detrimental. We thus present a new rule that strikes a balance between efficiency and effectiveness. We also analyze the impact of the number and location of the equipment marshalling areas. We observe that carefully planning the number and location of the marshalling areas based on usage by the PMs can improve the performance of the system as much as, if not more than, a more efficient dispatching rule.
机译:提出了三篇有关在基于行程的物料处理系统提供的框架内进行设备分配的论文,这些系统代表了广泛的系统,例如工业应用中的升降车和单位负载自动引导车以及医疗应用中的患者移动系统。移动请求(MR)根据Poisson流程到达,每个MR根据调度规则一次由一个设备提供服务。在第一篇文章中,开发了一种新的分析模型来估计在修改后的先到先得(Mod-FCFS)调度规则下运行的多个设备的空设备运行情况。第一篇文章中使用的分析技术在第二篇文章中进行了扩展,以开发一种新的分析模型,以估算在最短旅行时间优先(STTF)规则下运行的多个设备的空设备行驶情况,该规则非常简单,已知且有效的规则,但难以进行分析建模。据我们所知,第二篇论文中的分析模型是第一种明确估计STTF下空设备行程的模型。通过仿真,我们证明了这两种模型在估计空设备行程和预期设备利用率方面均表现出色。我们还研究了STTF下的MR等待时间,并提出了一条新规则,即B-STTF,以避免在STTF下出现过多的等待时间。结果表明,B-STTF与STTF一样有效,同时成功避免了过多的MR等待时间。患者推动者(PM),每个“ MR”代表一个患者。通过仿真,我们根据调度规则和设备编组区域(即轮椅,轮床和壁橱)的数量/位置来研究患者运动系统的性能。系统性能是根据效率(即减少PM的空行程和预期的MR等待时间)和有效性(即避免为MR避免过多的等待时间)来衡量的。我们观察到FCFS调度规则效率较低,但是由于MR是根据其到达顺序服务的,因此它避免了过多的患者等待时间。相反,STTF规则是有效的,但是一些患者会经历过多的等待时间,这是有害的。因此,我们提出了一条在效率和有效性之间取得平衡的新规则。我们还分析了设备编组区域的数量和位置的影响。我们观察到,根据PM的使用情况仔细规划编组区域的数量和位置可以提高系统的性能,甚至可以提高效率,甚至超过更有效的调度规则。

著录项

  • 作者

    Eamrungroj, Chate.;

  • 作者单位

    University of Michigan.;

  • 授予单位 University of Michigan.;
  • 学科 Industrial engineering.
  • 学位 Ph.D.
  • 年度 2017
  • 页码 134 p.
  • 总页数 134
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:54:24

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