Optimization of forest harvest scheduling at the operational level, considering precedence relationship among harvesting activities

IF 2.1 3区 农林科学 Q2 FORESTRY
Rohit Arora, T. Sowlati, Joel Mortyn, Dominik Roeser, V. Griess
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引用次数: 3

Abstract

ABSTRACT The competitiveness of forest companies is strongly affected by the costs associated with getting the raw material to the mills. As harvesting costs contribute significantly to this cost, mathematical programming models were developed to optimize the scheduling of harvest activities within and between cut blocks to reduce the overall cost. However, the precedence relationship between harvesting activities occurring concurrently across multiple cut blocks has not been considered in the existing literature. In this paper, a mixed-integer linear programming model is developed to optimize the scheduling of harvesting activities, considering the precedence relationship among harvesting activities. The objective of the model is to minimize the total costs. The model determines the start time and end time of each harvesting activity at each cut block, considering the movement time of machines between cut blocks. The model is applied to the case of a large forest company in British Columbia, Canada. The model’s harvesting cost is only 1.37% higher than the lowest possible harvesting cost, and only 3 assigned machines have an idle time. The detailed harvesting schedule is generated based on the start time, the end time, and the operating time for each activity at each cut block.
考虑采伐活动之间的优先关系,优化作业层面的森林采伐调度
摘要林业公司的竞争力在很大程度上受到将原材料运到工厂的相关成本的影响。由于收割成本对这一成本的贡献很大,因此开发了数学规划模型来优化切割块内和切割块之间的收割活动调度,以降低总体成本。然而,现有文献中没有考虑多个切割区块同时发生的收割活动之间的优先关系。本文建立了一个混合整数线性规划模型来优化收割活动的调度,考虑了收割活动之间的优先关系。该模型的目标是将总成本降至最低。考虑到机器在切割块之间的移动时间,该模型确定了每个切割块的每次收割活动的开始时间和结束时间。该模型应用于加拿大不列颠哥伦比亚省一家大型林业公司的案例。该模型的收割成本仅比可能的最低收割成本高1.37%,并且只有3台分配的机器有空闲时间。详细的收割时间表是根据每个切割块的每个活动的开始时间、结束时间和操作时间生成的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.70
自引率
21.10%
发文量
33
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