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Two-Echelon Vehicle Routing Problems Using Unmanned Autonomous Vehicles.

机译:使用无人驾驶自动驾驶汽车的两级车辆路径问题。

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摘要

In this thesis, we investigate new multi-echelon vehicle routing problems for logistics operations using unmanned autonomous vehicles. This can provide immediate tangible outcomes, especially in high-demand areas that are otherwise difficult or costly to serve. This type of problem differs from the commonly used multi-echelon supply chain management systems in that here there exist no intermediate facilities that consolidate/separate products for delivery; instead all decisions are made on a per-vehicle basis. We describe here how we can obtain the necessary parameters (data collection) to evaluate the performance of such multi-echelon systems. We also provide three mathematical formulations based on different assumptions and case scenarios. We then study the differences between the three models in practice, as far as routing cost and duration of operations are concerned. We finally show that there are savings to be had by properly employing unmanned vehicles for logistics operations.
机译:在本文中,我们研究了使用无人驾驶自动驾驶车辆进行物流操作的新的多级车辆路径问题。这可以提供立竿见影的成果,尤其是在服务困难或费用昂贵的高需求区域。这种类型的问题与常用的多级供应链管理系统不同,因为这里没有中间机构来合并/分离要交付的产品。取而代之的是,所有决定都是按车辆做出的。我们在这里描述如何获得必要的参数(数据收集)以评估这种多级系统的性能。我们还根据不同的假设和案例提供了三种数学公式。然后,我们就路由成本和运营时间而言,在实践中研究了这三种模型之间的差异。我们最终表明,通过适当地使用无人驾驶车辆进行物流操作可以节省成本。

著录项

  • 作者

    Rahman, Md Mahbubar.;

  • 作者单位

    North Dakota State University.;

  • 授予单位 North Dakota State University.;
  • 学科 Industrial engineering.
  • 学位 M.S.
  • 年度 2017
  • 页码 88 p.
  • 总页数 88
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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