Mathematical Model to Upcycle End-of-Roll Leftover Fabrics in Apparel Manufacturing

IF 4.7 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-06-04 DOI:10.1177/0887302x241258418
Ali Iseri, R. Kizilaslan
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Abstract

This study addresses the problem of end-of-roll leftover fabrics originating after the production of baby/child apparel. The ineffective management of these leftovers results in excess inventory, occupies storage space, and imposes economic and environmental loads. To address this challenge, a novel mathematical modeling approach is proposed. The model maximizes the upcycling of leftovers by incorporating these into the manufacturing of garments while adhering to marketing, production, and ordering constraints. This model also introduces the feasibility of ordering new fabrics with a penalty, as defined by the decision makers, to increase utilization. The model was tested using actual end-of-roll leftover data. The upcycling utilization of leftovers was calculated to be between 57% and 87%. Notably, at an upcycling rate of 58%, 96% of the utilized fabrics were sourced from leftovers. The case study results validate the model efficacy and provide insights into leftover-fabric management.
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服装生产中循环利用卷末剩余织物的数学模型
本研究探讨了婴儿/儿童服装生产后的卷末剩余织物问题。对这些剩余布料的无效管理会导致库存过剩,占用存储空间,并对经济和环境造成负担。为了应对这一挑战,我们提出了一种新颖的数学建模方法。该模型在遵守营销、生产和订购限制的前提下,将剩货纳入服装生产,从而最大限度地提高剩货的回收利用率。该模型还引入了订购新面料的可行性,由决策者定义惩罚,以提高利用率。该模型使用实际的卷末剩料数据进行了测试。根据计算,剩料的升级再循环利用率在 57% 到 87% 之间。值得注意的是,在 58% 的升级再造率下,96% 的面料利用率来自剩余面料。案例研究结果验证了模型的有效性,并为剩料管理提供了启示。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊介绍: ACS Applied Bio Materials is an interdisciplinary journal publishing original research covering all aspects of biomaterials and biointerfaces including and beyond the traditional biosensing, biomedical and therapeutic applications. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrates knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important bio applications. The journal is specifically interested in work that addresses the relationship between structure and function and assesses the stability and degradation of materials under relevant environmental and biological conditions.
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