Integrating time-temperature dependent deterioration in the economic order quantity model for perishable products in multi-echelon supply chains

IF 6.7 2区 管理学 Q1 MANAGEMENT Omega-international Journal of Management Science Pub Date : 2024-02-01 DOI:10.1016/j.omega.2024.103041
G.D.H. Claassen , P. Kirst , A. Thai Thi Van , J.C.M.A. Snels , X. Guo , P. van Beek
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Abstract

This paper focuses on a novel approach for managing cold chains of highly perishable products. We extend the classical and frequently applied economic order quantity model (EOQ) for its application in multi-echelon supply chains for highly perishable products. Literature shows that order-level inventory systems for perishable items are commonly modelled by parametric approaches e.g., a time-dependent (Weibull) deterioration rate. However, the deterioration of perishable fresh products is a complex process, heavily influenced by product dependent characteristics and, crucially, depending on environmental conditions. We take both time-temperature-dependent deterioration, and the multi-echelon aspect of cold chains into account and integrate both aspects into a generically applicable EOQ-based methodology. We demonstrate the concept from a real-life case study for cold chain management in floriculture. Two commonly used multi-echelon supply chains are considered and compared. The results show that the optimal order levels in different echelons of the supply chains are substantially different. In addition to the sojourn time, the temperature has a major impact on order levels, the total supply chain costs, and the remaining shelf-life at the retail level. We demonstrate that the proposed concept for extending the EOQ-based model to time- and temperature-dependent deterioration can be generalized and applied to other specific causes of product-dependent deterioration.

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将与时间温度相关的变质纳入多梯队供应链中易腐产品的经济订货量模型中
本文重点介绍一种管理高度易腐产品冷链的新方法。我们扩展了经典和常用的经济订货量模型(EOQ),将其应用于高度易腐产品的多货架供应链。文献显示,易腐物品的订单级库存系统通常采用参数方法建模,例如与时间相关的(Weibull)劣化率。然而,易腐生鲜产品的损耗是一个复杂的过程,受产品相关特性的影响很大,关键是还取决于环境条件。我们既考虑了与时间温度相关的变质,也考虑了冷链的多区域性,并将这两方面整合到了一个通用的、基于 EOQ 的方法中。我们从花卉冷链管理的实际案例研究中展示了这一概念。我们考虑并比较了两种常用的多货架供应链。结果表明,供应链中不同梯队的最佳订货水平存在很大差异。除了滞留时间外,温度对订货量、供应链总成本和零售层面的剩余货架期也有重大影响。我们证明,所提出的将基于 EOQ 的模型扩展到时间和温度依赖性变质的概念可以推广并应用于其他特定的产品依赖性变质原因。
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来源期刊
Omega-international Journal of Management Science
Omega-international Journal of Management Science 管理科学-运筹学与管理科学
CiteScore
13.80
自引率
11.60%
发文量
130
审稿时长
56 days
期刊介绍: Omega reports on developments in management, including the latest research results and applications. Original contributions and review articles describe the state of the art in specific fields or functions of management, while there are shorter critical assessments of particular management techniques. Other features of the journal are the "Memoranda" section for short communications and "Feedback", a correspondence column. Omega is both stimulating reading and an important source for practising managers, specialists in management services, operational research workers and management scientists, management consultants, academics, students and research personnel throughout the world. The material published is of high quality and relevance, written in a manner which makes it accessible to all of this wide-ranging readership. Preference will be given to papers with implications to the practice of management. Submissions of purely theoretical papers are discouraged. The review of material for publication in the journal reflects this aim.
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