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Managerial decisions of remanufacturing technology portfolio under a discrete choice model
Transportation Research Part E: Logistics and Transportation Review ( IF 8.3 ) Pub Date : 2025-01-16 , DOI: 10.1016/j.tre.2024.103959
Ying Cao, Guang Li, Kai Meng, Xianghui Peng
Transportation Research Part E: Logistics and Transportation Review ( IF 8.3 ) Pub Date : 2025-01-16 , DOI: 10.1016/j.tre.2024.103959
Ying Cao, Guang Li, Kai Meng, Xianghui Peng
Remanufacturing is a viable and indispensable method to restore used electronics to near-new condition, combating the alarming rise of end-of-life (EOL) products, particularly in the field of electronic waste. It aligns with Environmental, Social, and Governance (ESG) principles, emphasizing sustainability and responsible resource management. In this paper, we consider a remanufacturer’s problem in choosing various technologies to form a Remanufacturing Technology Portfolio (RTP), a strategic decision affecting remanufacturers’ efficiency, productivity, and contributions to societal and environmental welfare. To address the unique challenges posed by the variability of EOL product quality, substitutability among candidate technologies, and other considerations in the RTP problem, we employ a discrete choice modeling framework, specifically the multinomial logit model, to characterize the technology assignment process of unprocessed EOL cores. This application is novel in the remanufacturing industry. We reveal that the optimal RTP balances remanufacturing capability and profitability, consisting of a set of the most profitable technologies. Moreover, we identify conditions under which technologies are included or excluded from the optimal RTP and explore the impact of various factors such as selling price, salvage values, and production and material costs on the composition of the optimal RTP and the remanufacturing yield. This study provides valuable guidance for remanufacturers in strategically selecting technologies to enhance their performance and competitiveness in the volatile remanufacturing market, while advancing their ESG objectives. In a broader supply chain context, the findings suggest strategies to encourage other supply chain stakeholders to engage in ESG practices and offer insights on how government incentives promoting remanufacturing can be more effectively structured based on technological considerations.
中文翻译:
离散选择模型下再制造技术组合的管理决策
再制造是将旧电子产品恢复到近乎新的状态的一种可行且不可或缺的方法,可以应对报废 (EOL) 产品令人担忧的增加,尤其是在电子垃圾领域。它与环境、社会和治理 (ESG) 原则保持一致,强调可持续性和负责任的资源管理。在本文中,我们考虑了再制造商在选择各种技术以形成再制造技术组合 (RTP) 时遇到的问题,RTP 是一项影响再制造商效率、生产力以及对社会和环境福利贡献的战略决策。为了解决 EOL 产品质量的可变性、候选技术之间的可替代性以及 RTP 问题中的其他考虑因素所带来的独特挑战,我们采用离散选择建模框架,特别是多项式 logit 模型,来描述未加工的 EOL 内核的技术分配过程。这种应用在再制造行业中是新颖的。我们揭示了最佳 RTP 平衡了再制造能力和盈利能力,由一组最有利可图的技术组成。此外,我们确定了技术被纳入或排除在最佳 RTP 中的条件,并探讨了各种因素(如售价、残值以及生产和材料成本)对最佳 RTP 的构成和再制造产量的影响。这项研究为再制造商战略性地选择技术以在动荡的再制造市场中提高其绩效和竞争力,同时推进其 ESG 目标提供了宝贵的指导。 在更广泛的供应链背景下,研究结果提出了鼓励其他供应链利益相关者参与 ESG 实践的策略,并就如何根据技术考虑更有效地构建政府促进再制造的激励措施提供了见解。
更新日期:2025-01-16
中文翻译:
![](https://scdn.x-mol.com/jcss/images/paperTranslation.png)
离散选择模型下再制造技术组合的管理决策
再制造是将旧电子产品恢复到近乎新的状态的一种可行且不可或缺的方法,可以应对报废 (EOL) 产品令人担忧的增加,尤其是在电子垃圾领域。它与环境、社会和治理 (ESG) 原则保持一致,强调可持续性和负责任的资源管理。在本文中,我们考虑了再制造商在选择各种技术以形成再制造技术组合 (RTP) 时遇到的问题,RTP 是一项影响再制造商效率、生产力以及对社会和环境福利贡献的战略决策。为了解决 EOL 产品质量的可变性、候选技术之间的可替代性以及 RTP 问题中的其他考虑因素所带来的独特挑战,我们采用离散选择建模框架,特别是多项式 logit 模型,来描述未加工的 EOL 内核的技术分配过程。这种应用在再制造行业中是新颖的。我们揭示了最佳 RTP 平衡了再制造能力和盈利能力,由一组最有利可图的技术组成。此外,我们确定了技术被纳入或排除在最佳 RTP 中的条件,并探讨了各种因素(如售价、残值以及生产和材料成本)对最佳 RTP 的构成和再制造产量的影响。这项研究为再制造商战略性地选择技术以在动荡的再制造市场中提高其绩效和竞争力,同时推进其 ESG 目标提供了宝贵的指导。 在更广泛的供应链背景下,研究结果提出了鼓励其他供应链利益相关者参与 ESG 实践的策略,并就如何根据技术考虑更有效地构建政府促进再制造的激励措施提供了见解。