推进电子商务包装的可持续性:一项基于模拟的可回收运输物品管理研究

Lucas Clement , Stefan Spinler
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引用次数: 0

摘要

随着电子商务的发展,解决其对环境的影响,包括包装的影响,变得越来越具有挑战性。本研究探讨了可重复使用的工业包装系统在电子商务行业的好处,解决生态和财务角度。本文提出了可回收运输物品(rti)的广义平衡问题,并建立了离散事件仿真模型和启发式方法来解决该问题。方法上的一个新颖之处是我们对网络节点的建模,这些节点同时是rti的发送者和接收者。通过将该方法应用于一家大型欧洲电子商务零售商的案例研究,我们解决了对电子商务中一次性和可重复使用包装和RTI管理进行比较的行业特定实证研究的需求。案例研究表明,在整个网络中重复使用包装并平衡其库存,即使是设计为一次性使用的包装材料,再加上协调包装解决方案,也可能产生可观的经济和生态效益。此外,我们的研究是第一个将二氧化碳价格纳入优化RTI管理的研究。我们发现,虽然这对运营决策没有积极影响,但它确实引导战略决策朝着更生态可持续的物流系统发展。我们的研究结果表明,仅在欧洲,工业包装成本的节约潜力为30%至75%,整个行业的二氧化碳减排潜力为每年20万至60万吨。我们的研究有助于对电子商务中可持续包装的理论和实践理解,为行业适应日益增长的环境和监管压力提供模型和策略。
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Advancing sustainability in e-commerce packaging: A simulation-based study for managing returnable transport items
As e-commerce grows, tackling its environmental impacts, including those of packaging, becomes increasingly challenging. This study explores the benefits of reusable industrial packaging systems in the e-commerce industry, addressing ecological and financial perspectives. We contribute by formulating a generalized balancing problem for returnable transport items (RTIs) and developing a discrete-event simulation model and a heuristic to solve the problem. One methodological novelty is our modeling of network nodes that are simultaneously senders and recipients of RTIs. By applying the methodology to a case study of a large European e-commerce retailer, we address the need for industry-specific empirical studies comparing single-use and reusable packaging and RTI management in e-commerce.
The case study reveals that reusing packaging and balancing its inventory across the network, even with packaging materials designed for single use, coupled with harmonizing packaging solutions, may produce substantial financial and ecological benefits. Furthermore, ours is the first study to include a CO2 price in optimizing RTI management. We find that while this does not have a positive effect on operational decision-making, it does steer strategic decisions towards more ecologically sustainable logistics systems. Our results indicate a savings potential of 30 to 75% of industrial packaging costs and an industry-wide CO2 reduction potential of 200,000 to 600,000 tons annually in Europe alone. Our research contributes to theoretical and practical understanding of sustainable packaging in e-commerce, offering a model and strategies for industry adaptation amidst growing environmental and regulatory pressures.
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来源期刊
CiteScore
16.20
自引率
16.00%
发文量
285
审稿时长
62 days
期刊介绍: Transportation Research Part E: Logistics and Transportation Review is a reputable journal that publishes high-quality articles covering a wide range of topics in the field of logistics and transportation research. The journal welcomes submissions on various subjects, including transport economics, transport infrastructure and investment appraisal, evaluation of public policies related to transportation, empirical and analytical studies of logistics management practices and performance, logistics and operations models, and logistics and supply chain management. Part E aims to provide informative and well-researched articles that contribute to the understanding and advancement of the field. The content of the journal is complementary to other prestigious journals in transportation research, such as Transportation Research Part A: Policy and Practice, Part B: Methodological, Part C: Emerging Technologies, Part D: Transport and Environment, and Part F: Traffic Psychology and Behaviour. Together, these journals form a comprehensive and cohesive reference for current research in transportation science.
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