.png){kind=icon}
返回
A circular reverse logistics framework for handling e-commerce returns
.png){kind=icon}
OA
AI
DOI：10.1016/j.clscn.2022.100080.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Global e-commerce sales are growing rapidly adding complexities to their supply chains. There are an increasing trend of product returns along with the growth of global e-commerce platforms, placing a huge significance on reverse logistics management. E-commerce being a competitive industry, factors such as environmental con-cerns, customer awareness, and legal pressure have led the firms to pay attention to the circular economy and sustainability concepts while managing their reverse logistics. Considering the above factors, this paper proposes a three-stage, circular reverse logistics framework for handling e-commerce returns. We introduce a novel method of applying ward-like hierarchical clustering with geographical constraints on returns data to identify return patterns as the first stage. As the second stage, a circular economy network was introduced among different parties to commit towards the circular economy. We develop a mixed integer linear programming model upon the above circular economy network in the third stage to capture different facets of the reverse logistics in e-commerce and optimize the network. At the final stage, the model is validated with a case study based on an e-commerce firm engaged in consumer electrical and electronics. The decision support system which is an output of this study will help the decision makers in e-commerce firms to embrace circular economy and optimize the reverse logistics network, while handling product returns.
Keyword:
Reverse logistics network design
Circular economy network
E-commerce
Clustering
Decision support system
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
6.8
论文数:
366
被引数:
943
机构
引用论文
.png){kind=icon}
Forward and reverse logistics network and route planning under the environment of low-carbon emissions: A case study of Shanghai fresh food E-commerce enterprises低碳环境下的正向与逆向物流网络及路径规划 -- 以上海生鲜电商企业为例
PREAI
分享收藏Economic and environmental assessment of recycling and reuse of electronic waste: Multiple case studies in Brazil and Switzerland电子废物回收和再利用的经济和环境评估: 巴西和瑞士的多个案例研究
PREAI
分享收藏
查看更多内容