核心分类和质量分级何时对再制造商有利?分析模型的启示

X.H. Cao, X.L. Shi, H.J. Lan, D. Huang
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摘要

在本文中,我们研究了磁芯获取和再制造问题,在这一问题中,再制造产品是由质量状况不确定的获取磁芯生产的,并用于满足客户需求。本文建立了一些决策模型,以研究再制造系统中芯材分类和质量分级的潜在价值:一个具有确定性需求的单周期模型和一个具有随机性需求的单周期模型(即新闻供应商型模型)。在每个模型中,我们都对分类策略和非分类策略进行了讨论和比较。我们的理论和数值结果表明(1) 在确定性需求的情况下,只有当单位分拣成本低于临界值,且单位采购成本位于特定区间时,核心分拣才具有成本效益。此外,在有两个质量等级的情况下,相对于高质量磁芯的预期分量,采用分拣策略可能是非单调的:高质量磁芯预期分量的最初增加可能会促使转向磁芯分拣,然而,预期分量的进一步增加可能会促使反向转换;(2) 同样,在随机需求情况下,当单位分拣成本足够高时,分拣策略也变得缺乏吸引力。此外,在再制造产品需求波动较大的情况下,如果分拣策略是主导策略,那么核心分拣的价值会更好。否则,情况会更糟。
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When core sorting and quality grading is beneficial to remanufacturers: Insights from analytical models
In this paper, we study the core acquisition and remanufacturing problem in which the remanufactured products are produced from acquired cores with uncertain quality condition, and are used to satisfy customer demand. Decision-making models are developed to examine the potential value of core sorting and quality grading in the remanufacturing system: a single-period model with deterministic demand, and a single-period model with stochastic demand (i.e., a newsvendor-type model). In each model, both the sorting strategy and the non-sorting strategy are discussed and compared. Our theoretical and numerical results show that: (1) In the deterministic demand case, core sorting is cost-effective only when the unit sorting cost is below a threshold value and the unit acquisition cost falls into a specific interval. Furthermore, in the case with two quality grades the adoption of sorting strategy with respect to the expected fraction of high-quality cores may be non-monotone: an initial increase in the expected fraction of high-quality cores may motivate a switch to core sorting, however, further increase in the expected fraction may motivate a reverse switch; (2) Similarly, in the stochastic demand case, the sorting strategy also becomes unattractive when the unit sorting cost is sufficiently high. In addition, the value of core sorting will be better off under more fluctuating demand for remanufactured products if the sorting strategy is the dominant strategy. Otherwise, it will be worse off.
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