Impacts of capacity redundancy and process flexibility on risk mitigation in e-waste recycling supply chain management

IF 6.7 2区 管理学 Q1 MANAGEMENT Omega-international Journal of Management Science Pub Date : 2024-05-10 DOI:10.1016/j.omega.2024.103110
Chong Liu, Jiaze Tang, Zhi-Hai Zhang
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Abstract

Recently Waste Electrical and Electronic equipment (WEEE) has become urgent environmental issues around the world. Generally, the e-waste recycling reverse supply chain (RSC) features higher uncertainties and complicated network structures, making the operation more difficult. Since the study on impact of hybrid uncertainty mitigation strategy in RSC is rare, we study the coupling effect of two strategies — capacity redundancy and process flexibility through the design of two hybrid strategies. A distributionally robust optimization model is proposed to handle both waste returns and resource yields uncertainties, and solved by a proposed Outer Approximation (OA) algorithm after an adaptive robust formulation. With numerical experiments based on real data implemented, our research finds conflict situation of using capacity redundancy and process flexibility strategies together. We also give guidelines for the use of hybrid strategies in RSC. We find that the optimal strategy changes as required service level increases. We also suggest moderate investment in capacity redundancy with long chain flexibility and resource centralization when applying hybrid strategy with optimal flexibility.

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能力冗余和流程灵活性对电子废物回收供应链管理风险缓解的影响
近年来,废弃电子电气设备(WEEE)已成为全球亟待解决的环境问题。一般来说,电子废弃物回收逆向供应链(RSC)具有不确定性较高、网络结构复杂等特点,增加了运营难度。由于混合不确定性缓解策略对 RSC 影响的研究较少,我们通过设计两种混合策略,研究了产能冗余和流程灵活性两种策略的耦合效应。我们提出了一个分布式鲁棒优化模型来处理废物回收和资源产量的不确定性,并通过自适应鲁棒表述后提出的外逼近(OA)算法进行求解。通过基于真实数据的数值实验,我们的研究发现了同时使用产能冗余和流程灵活性策略的冲突情况。我们还给出了在 RSC 中使用混合策略的指导原则。我们发现,随着所需服务水平的提高,最优策略也会发生变化。我们还建议,在采用具有最佳灵活性的混合策略时,适度投资于具有长链灵活性和资源集中化的容量冗余。
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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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