涉及废物减少和处理的闭环供应链的可持续库存管理模型

IF 6.9 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Giuseppe Aiello , Cinzia Muriana , Salvatore Quaranta , Islam Asem Salah Abusohyon
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引用次数: 0

摘要

随着过去十年出现的环境问题,向循环经济生产模式过渡已成为工业化国家的首要优先事项。然而,零售供应链仍然主要是指线性的“获取-制造-消费-处理”模式,由于隐含的能源和资源消耗不平衡以及不受控制的废物产生,这被认为是一种很大程度上不可持续的方法。因此,开发符合循环原则的新的更适合供应链管理的决策模型是一种工业需求和一个新兴的研究领域。在详细分析线性供应链管理模型的系统性关键因素及其对导致生产过剩的决策偏差的固有暴露的基础上,本研究提出了一个原始的闭环供应链管理模型,该模型与产品生命周期方法一致,并符合欧盟法规采用的4Rs模型。具体来说,该模型转向减少浪费,根据产品的实际情况,考虑销售季节结束时产品的非恒定残值。通过数值应用验证了所提出的模型,该模型表明,除非实施逆向物流渠道和适当的废物管理政策,否则传统随机库存管理模型的肆无忌惮使用如何严重阻碍了供应链的可持续性。对比线性模型和闭环模型,通过数值计算,闭环模型的预期剩余库存减少了65%,而预期损失的销售增加了83.4%。结果表明,本文提出的方法在分析供应链管理模型的动态特性以及对不同配置进行情景分析方面是有效的,从而为可持续供应链设计提供了有用的见解。本研究的主要贡献是将4R纳入报贩模型,确定了新的最优条件,这意味着由于供应链上管理的产品数量相对于线性供应链模型更少,因此整体上减少了浪费,假设供应链的参与者愿意接受更高的缺货风险,因为库存较少。结果还表明,闭环供应链的整体利润相对于线性供应链的利润减少了26.2%,这可以认为是循环的“成本”。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A sustainable inventory management model for closed loop supply chain involving waste reduction and treatment
With the environmental concerns emerged in the last decade, the transition towards circular economy production models has become a top priority for industrialized countries. Retail supply chains however are still mostly referred to the linear “take-make-consume-dispose” model, which is recognized to be a largely unsustainable approach due to the implied unbalanced consumption of energy and resources and uncontrolled generation of waste. The development of new and more suitable decision models for supply chain management in compliance with the principles of circularity is thus an industrial need and an emergent research field. Based on a detailed analysis of the systemic criticalities in linear supply chain management models and on their inherent exposure towards decision biases leading to overproduction, this research proposes an original closed loop supply chain management model coherent with the product lifecycle approach and compliant with the 4Rs model adopted in EU regulations. Specifically, the model shifts towards reducing waste, by considering non-constant salvage value for the products at the end of the selling season, depending on their actual conditions. The proposed model is validated through a numerical application which demonstrates how the unscrupulous use of traditional stochastic inventory management models substantially hinders the sustainability of the supply chain, unless a reverse logistic channel and appropriate waste management policies are enforced. Comparing the linear and the closed loop models, by means of a numerical application, with the closed loop model the expected leftover inventory decreased of the 65%, while the expected lost sales increased of the 83.4%. The results obtained demonstrate the effectiveness of the approach proposed in analyzing the dynamics of supply chain management models, and performing scenario analyses on different configurations, thus obtaining useful insights for sustainable supply chain design.
The main contribution of the research is to incorporate the 4R into the newsvendor model, determining new optimality conditions that imply the overall reduction of waste because of a smaller quantity of products managed along the supply chain respect to the linear supply chain model, assuming that supply chain’s actors are willing to accept a higher stockout risk in view of less inventory stocks. The results also show that the overall profits of the closed loop supply chain reduce of the 26.2% respect to the linear supply chain profit, which can be considered the ‘cost’ of circularity.
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CiteScore
8.60
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