Stock or Print? Impact of 3D Printing on Spare Parts Logistics

Jing-Sheng Song, Yue Zhang
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引用次数: 69

Abstract

We present a general framework to study the design of spare parts logistics in the presence of three-dimensional (3-D) printing technology. We consider multiple parts facing stochastic demands and adopt procure/manufacture-to-stock versus print-on-demand to highlight the main difference of production modes featured in traditional manufacturing and 3-D printing. To minimize long-run average system cost, our model determines which parts to stock and which to print. We find that the optimal 3-D printer’s utilization increases as the additional unit cost of printing declines and the printing speed improves. The rate of increase, however, decays, demonstrating the well-known diminishing returns effect. We also find the optimal utilization to increase in part variety and decrease in part criticality, suggesting the value of 3-D technology in tolerating large part variety and the value of inventory for critical parts. By examining the percentage cost savings enabled by 3-D printing, we find that, although the reduction in printing cost continuously adds to the value of 3-D printing in a linear fashion, the impact of the improvement of printing speed exhibits S-shaped growth. We also derive various structural properties of the problem and devise an efficient algorithm to obtain near optimal solutions. Finally, our numerical study shows that the 3-D printer is, in general, lightly used under realistic parameter settings but results in significant cost savings, suggesting complementarity between stock and print in cost minimization. This paper was accepted by Victor Martínez-de-Albéniz, operations management.
库存还是打印?3D打印对备件物流的影响
我们提出了一个研究三维打印技术下备件物流设计的总体框架。我们考虑了多个面临随机需求的零件,并采用了采购/制造到库存与按需打印,以突出传统制造与3d打印生产模式的主要区别。为了最大限度地降低长期平均系统成本,我们的模型决定了哪些部件需要库存,哪些部件需要打印。我们发现,最优3d打印机的利用率随着打印额外单位成本的降低和打印速度的提高而增加。然而,增长的速度是衰减的,显示出众所周知的收益递减效应。我们还发现了增加零件品种和降低零件临界度的最佳利用率,这表明了三维技术在容忍大零件品种方面的价值和关键零件库存的价值。通过考察3d打印带来的成本节约百分比,我们发现,尽管打印成本的降低以线性方式不断增加3d打印的价值,但打印速度提高的影响呈s型增长。我们还推导了问题的各种结构性质,并设计了一种有效的算法来获得近最优解。最后,我们的数值研究表明,在实际参数设置下,3d打印机通常很少使用,但可以显著节省成本,这表明库存和打印在成本最小化方面具有互补性。本文被运营管理维克多Martínez-de-Albéniz接受。
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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