优化卡车队列运输规划:在林产品供应链中的应用

IF 1.7 3区 农林科学 Q2 FORESTRY Canadian Journal of Forest Research Pub Date : 2023-02-24 DOI:10.1139/cjfr-2022-0209
Saba Gazran, T. Boukherroub, M. Rönnqvist, M. Paquet
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引用次数: 1

摘要

第四次工业革命为提高运输等供应链运营的效率和敏捷性提供了新的机遇。本研究探讨了整合卡车队列技术在林产品供应网络中的影响。公司需要知道在运输网络中如何以及在何处使用卡车队列,以便从供应链中的卡车队列中获得最佳效益。为此,建立了混合整数线性规划(MILP)模型。要做出的决定包括选择潜在的终端位置,运输网络中所需的普通卡车和队列卡车的数量,产品的起源和目的地,以及它们在直接和回程路线上的流量。目标是最小化总体运输成本,包括码头选址成本、普通卡车和排卡车的固定成本、燃料成本和司机成本。结果表明,在仅允许在终端和工厂节点之间进行卡车队列运输的情况下,两种卡车组合的潜在节省在1%-12%之间。当卡车排被允许访问森林地区时,这一节省可以达到20%以上,这取决于访问了多少森林地区。司机数量可以减少3%到30%以上。此外,同时使用卡车队列和回程可以平均减少15.6%的燃油消耗。
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Optimizing truck platooning transportation planning: an application to forestry products supply chains
The Fourth Industrial Revolution offers new opportunities for improving the efficiency and agility of supply chain operations such as transportation. This study explores the impact of integrating truck platooning technology in forestry products supply networks. Companies need to know how and where to use truck platooning in transportation networks to get optimum benefits from truck platooning in supply chains. To this end, a Mixed-Integer Linear Programming (MILP) model was developed. Decisions to be made include the selection of the potential terminal locations, the number of ordinary and platooning trucks needed in the transportation network, the origin and destination of products, and their flow in direct and backhaul routes. The objective is to minimize the overall transportation cost including terminal location costs, fixed costs for ordinary and platoon trucks, fuel, and driver costs. The results show that the potential savings of combining the two types of trucks are in the range of 1%–12% in the scenarios in which truck platooning transportation is allowed only between terminal and mill nodes. This savings could reach more than 20% when the truck platoons are allowed to visit forest areas, depending on how many forest areas are visited. The number of drivers can be reduced by 3% to more than 30%. In addition, using truck platooning and backhauling together could reduce fuel consumption by 15.6% on average.
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来源期刊
CiteScore
4.20
自引率
9.10%
发文量
109
审稿时长
3 months
期刊介绍: Published since 1971, the Canadian Journal of Forest Research is a monthly journal that features articles, reviews, notes and concept papers on a broad spectrum of forest sciences, including biometrics, conservation, disturbances, ecology, economics, entomology, genetics, hydrology, management, nutrient cycling, pathology, physiology, remote sensing, silviculture, social sciences, soils, stand dynamics, and wood science, all in relation to the understanding or management of ecosystem services. It also publishes special issues dedicated to a topic of current interest.
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