通过引入半拖车动态分配优化冷链运输能力的利用

Logistics Pub Date : 2023-12-14 DOI:10.3390/logistics7040101
Ratko Stanković, Tomislav Pereglin, Tomislav Erdelić
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引用次数: 0

摘要

背景:公路运输公司使用的运输能力是牵引车和半挂车的固定组合,而更换半挂车的可能性被认为是临时性的,是在路线上出现一些不可预见的情况之后。这种做法限制了运输能力的优化利用,从而影响了盈利能力。我们提出了一种新的车队管理概念,即在考虑到计划行程、司机工作时间和交通状况的情况下,半挂车不会被永久分配到牵引车上,而是可以动态地重新分配,以优化车队的利用率。方法:我们设定了关键性能指标,并根据动态半挂车分配的概念开发了一个原型应用程序。我们通过对一家领先的冷链运输公司的案例研究中收集的历史数据,模拟了原型应用程序的使用情况,并评估了可能实现的效益。结果显示模拟结果表明,实施所提出的概念能够减少车辆在途工作日,减少处理运输需求所需的车辆组合数量,并提高服务质量。结论:所提出的概念有利于在长途线路上运营大型车队的运输公司,因为每条线路上都有多个运输订单。该应用原型可作为开发可集成到车队管理系统中的全功能应用的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing Utilization of Transport Capacities in the Cold Chain by Introducing Dynamic Allocation of Semi-Trailers
Background: Road transport companies utilize transport capacities as fixed compositions of tractors and semi-trailers, while the possibility of exchanging semi-trailers is considered ad hoc, after some unforeseen circumstances emerge on the route. Such an approach is a limiting factor in achieving optimal utilization of transport capacities, and consequently affects profitability. We proposed a new concept of vehicle fleet management where semi-trailers would not be permanently assigned to the tractors, but could be dynamically reassigned, to utilize optimally the vehicle fleet, on considering the planned itinerary, the driver’s working hours, and traffic conditions. Methods: We set the key performance indicators and developed a prototype application based on the concept of dynamic semi-trailer allocation. We simulated the use of the prototype application on the historical data collected in the case study on one of the leading transport companies in the cold chain, and evaluated the benefits that may be achieved thereof. Results: Simulation showed that implementing the proposed concept enabled the reduction of the vehicle workdays spent on-the-route, the reduction of the number of vehicle compositions needed to handle the transport demand, and improved the quality of service. Conclusions: The proposed concept is beneficial for transport companies that operate large vehicle fleets on long-haul routes, with several transport orders per route. The prototype application may be the basis for developing a fully functional application that can be integrated into the fleet management system.
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