Closed-loop supply chain inventory management with recovery information of reusable containers

被引:0
|
作者
Tianji Yang
Chao Fu
Xinbao Liu
Jun Pei
Lin Liu
Panos M. Pardalos
机构
[1] Hefei University of Technology,School of Management
[2] Key Laboratory of Process Optimization and Intelligent Decision-making of Ministry of Education,Department of Industrial and Systems Engineering, Center for Applied Optimization
[3] University of Florida,undefined
来源
关键词
Closed-loop supply chain; Reusable containers; Internet of things; Value of information;
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学科分类号
摘要
This paper considers a closed-loop supply chain consisting of one-manufacturer and one-retailer. This supply chain provides single-kind products with reusable containers. The main purpose of this study is to explore and evaluate the value of recovery information captured by embedded sensors in the environment of internet of things. The recovery information of containers dynamically monitors recovery status and provides a reliable estimation of return quantity. The value of information is measured by the cost saving performances with full, partial or no recovery information. When the full or partial recovery information is available, the decisions are made based on the known quantities of the usable or total return flow. When no recovery information is available, the decisions are made based on the stationary distribution of the return flow. A periodic inventory model is built with uncertainties of forward and reverse flows. Then, a myopic order policy is proposed for the different levels of information utilization. Through the optimality analysis, we introduce a farsighted inventory control policy. Using the general result of Markov decision processes, the performance of heuristic policies is displayed. The farsighted policy performs better than the myopic policy. In addition, the farsighted policy helps to lessen the convex impact of utilization rate on the expected cost. Afterwards, we extend the model with the selective disposal behavior. A simulation study is used to depict sensitivity and robustness of the farsighted policy. Finally, we extend the simulation experiment with uniformly distributed in-use time for a more general applicability.
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页码:266 / 292
页数:26
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