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A Bi-lntegrated Model for coupling lot-sizing and cutting-stock problems

机译:一种用于耦合批量尺寸和切割储存问题的双型注射模型

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摘要

The lot-sizing and cutting-stock problems arise, in general, in manufacturing industries as subsequent processes. Many authors have addressed these problems separately; however, some studies have considered integrated approaches to these problems in recent practical applications. This paper aims to introduce a new model for integrated lot-sizing, one-dimensional cutting-stock and two-dimensional cutting-stock problems. This integrated model can be used to address the papermaking process as a three-phase subsequent process, which starts from the production of jumbos and ends with the paper sheets used in daily life. The first phase of the process is modeled according to a lot-sizing problem, where the quantities of jumbos are determined to meet the demand of the entire planning horizon. The second phase is modeled as a one-dimensional cutting-stock problem, where the jumbos are cut into smaller reels. The reels are used as raw material for the third phase of the process, where they are cut again into sheets employing a two-dimensional cutting-stock problem. A heuristic algorithm that uses the column generation and relax-and-fix techniques is applied to evaluate the proposed model from a series of experiments. Gains of up 16.5% were observed compared to the solution obtained with no integration among the production phases. Additional analyses of the model behavior under multiple scenarios resulted in significant findings, as the increasing costs' reduction as more product types are considered and the use of more efficient cutting patterns resulting in reduced material waste.
机译:通常,在制造业作为随后的过程中,批准尺寸和砧木问题出现。许多作者分别解决了这些问题;然而,一些研究在最近的实际应用中考虑了这些问题的综合方法。本文旨在为集成批判,一维切割股和二维切割股票问题推出一种新模型。该集成模型可用于将造纸过程作为三相后续过程来解决,该过程从jumbos的生产开始,并以日常生活中使用的纸张终止。该过程的第一阶段根据批量尺寸的问题进行建模,其中确定jumbos的数量以满足整个规划地平线的需求。第二阶段被建模为一维切割储蓄问题,其中jumbos被切成较小的卷轴。将卷轴用作工艺的第三阶段的原料,其中它们再次切割成采用二维切割储蓄问题的片材。应用了使用列生成和放松和修复技术的启发式算法来评估来自一系列实验的提出的模型。观察到增长16.5%,与在生产阶段没有整合的溶液相比,观察到16.5%。多种情况下模型行为的额外分析导致了显着的发现,因为考虑了更多产品类型的成本减少,并且使用更有效的切削模式导致材料浪费减少。

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