Production planning and inventory control for a two-product recovery system

Jie Pan, Yi Tao, L. Lee, E. P. Chew
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引用次数: 3

Abstract

The significance of product recovery through remanufacturing has been widely recognized and has compelled manufacturers to incorporate product recovery activities into normal manufacturing processes. Consequently, increasing attention has been paid to production and inventory management of the product recovery system where demand is satisfied through either manufacturing brand-new products or remanufacturing returned products into new ones. In this work, we investigate a recovery system with two product types and two return flows. A periodic-review inventory problem is addressed in the two-product recovery system and an approximate dynamic programming approach is proposed to obtain production and recovery decisions. A single-period problem is first solved and the optimal solution is characterized by a multilevel threshold policy. For the multi-period problem, we show that the threshold levels of each period are solely dependent on the gradients of the cost-to-go function at points of interest after approximation. The gradients are estimated by an infinitesimal perturbation analysis–based method and a backward induction approach is then applied to derive the threshold levels of each period. Numerical experiments are conducted under different scenarios and the threshold policy is shown to outperform two other heuristic policies.
双产品回收系统的生产计划和库存控制
通过再制造回收产品的重要性已得到广泛认可,并迫使制造商将产品回收活动纳入正常的制造过程。因此,产品回收系统的生产和库存管理越来越受到重视,通过制造全新产品或将退货产品再制造成新的产品来满足需求。在这项工作中,我们研究了一个具有两种产品类型和两种回流的回收系统。研究了两产品回收系统的周期评审库存问题,提出了一种近似动态规划方法来求解生产和回收决策。首先求解单周期问题,最优解具有多级阈值策略的特征。对于多周期问题,我们证明了每个周期的阈值水平仅依赖于兴趣点附近的成本函数的梯度。采用基于微扰分析的方法估计梯度,然后采用逆向归纳方法推导出每个周期的阈值水平。在不同的场景下进行了数值实验,结果表明阈值策略优于其他两种启发式策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IIE Transactions
IIE Transactions 工程技术-工程:工业
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4.5 months
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