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木材供应优化:林业路径优化模型

Optimization of Wood Supply: The Forestry Routing Optimization Model.

作者信息

Monti Cassio A U, Gomide Lucas R, Oliveira Rafael M, FranÇa Luciano C J

机构信息

North Carolina State University, Department of Forestry and Environmental Resources, Jordan Hall, 2800 Faucette Dr 3120, 27607, Raleigh, NC, U.S.A.

University of Lavras, Department of Forest Science, Federal Doutor Sylvio Menicucci, 1001, Aquenta Sol, 37200-000 Lavras, MG, Brazil.

出版信息

An Acad Bras Cienc. 2020 Nov 9;92(3):e20200263. doi: 10.1590/0001-3765202020200263. eCollection 2020.

Abstract

The main purpose of this paper was to present the Forestry Routing Optimization Model (FRoM) as a version of the classical Vehicle Routing Problem (VRP). This work approaches for wood logistic problems consisting of simple displacement and multiple displacements of trucks toward the stands. The FRoM encompasses both steps into one single integer mixed linear programming model, considering cranes and trucks schedule, fleet reduction, reduction of overtime, reduction of half-load transportation, and approaching the minimum distance traveled along a fixed planning horizon. Some technique constraints were implemented to provide accurate model function. An executed real problem data was used to compare the outcomes. The objective was to carry and transport 21,881.82 tons of lumber from 10 stands using a total of 48 trucks and 5 cranes in a planning horizon of 6 days, which each day has 20 hours of effective work. The FRoM has performed a fleet reduction of 72.92%, eliminating overtime. It has reduced the half-load trips to the order of 3.17% of all routes. The crane's analysis allowed catching points of inefficiency due to operational idleness. The FRoM provided savings of 49.12% at all logistic costs. FRoM has shown to be a good option as a route optimizer for forestry logistics.

摘要

本文的主要目的是提出林业路径优化模型(FRoM),作为经典车辆路径问题(VRP)的一个版本。这项工作针对木材物流问题,该问题包括卡车向林分的简单位移和多次位移。FRoM将这两个步骤纳入一个单一的整数混合线性规划模型,同时考虑起重机和卡车的调度、车队缩减、加班减少、半载运输减少,并使在固定规划期内行驶的距离接近最小值。实施了一些技术约束以确保模型功能准确。使用一个已执行的实际问题数据来比较结果。目标是在6天的规划期内,每天有20小时有效工作时间的情况下,使用总共48辆卡车和5台起重机从10个林分运输21881.82吨木材。FRoM实现了72.92%的车队缩减,并消除了加班情况。它将半载行程减少到所有路线的3.17%左右。对起重机的分析揭示了由于操作闲置导致的低效点。FRoM在所有物流成本上节省了49.12%。FRoM已被证明是林业物流路径优化的一个不错选择。

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