非平稳需求下有限修理能力的多级可修物品库存系统

H. Lau, Huawei Song
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引用次数: 32

摘要

经典的多级可修复物品库存模型要么基于稳态分析,要么基于无限修复能力,这在需求不稳定或修复能力有限的情况下可能不太适用。在本文中,我们提出了一个评估系统性能的分析模型,该模型在有限的维修能力和非平稳需求下都能很好地工作。根据METRIC方法,我们开发了一种优化算法来解决军事后勤中的纠正维护问题。实验结果表明,该方法能有效地得到较好的解。这项工作还产生了一个软件,该软件已由一个军事组织进行了实地测试。
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Multi-Echelon Repairable Item Inventory System with Limited Repair Capacity under Nonstationary Demands
Classical multi-echelon repairable item inventory models are based either on steady-state analysis or infinite repair capacity, which may not work well in situations when the demand is nonstationary, or repair capacity is limited. In this paper, we propose an analytical model for evaluating system performance that works well under limited repair capacity and nonstationary demands. Following the METRIC methodology, we then develop an optimisation algorithm to solve the corrective maintenance problem in military logistics. Experimental results show that our approach yields good solutions efficiently. This work has also resulted in a software that has been field-tested by a military organisation.
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