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The Development of a Concurrent Spare-Parts Optimization Model for Weapon Systems in the South Korean Military Forces

机译:韩国军队武器系统并发备件优化模型的开发

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The inventory level of concurrent spare parts (CSPs) has a significant effect on the availability of a weapon system. To improve the accuracy of CSP requirements, we developed a new version of a CSP optimization model that the South Korean military forces subsequently adopted. Our model has major improvements over its predecessor, including (1) combining failure rates from both user (i. e., the Korean military forces) field data and from predictions based on reliability handbooks; (2) modifying the shopreplaceable unit optimization logic; (3) adding an optimization process that uses genetic algorithms; (4) employing practical formulae to calculate operational availability; and (5) adding functions to increase the quality of the optimization results. Our simulation experiments identified that our model met the operational availability targets of the South Korean military forces and dramatically reduced the purchases costs of spare parts compared to the results generated by the previous version of the model.
机译:并发备件(CSP)的库存水平对武器系统的可用性有显着影响。为了提高CSP要求的准确性,我们开发了一个新版本的CSP优化模型,即韩国军队随后通过。我们的模型对其前身具有重大改进,包括(1)将故障率与来自用户(即,韩国军队)的故障率结合起来,基于可靠手册的预测; (2)修改商申请单位优化逻辑; (3)添加使用遗传算法的优化过程; (4)采用实际配方计算运营可用性; (5)添加功能以提高优化结果的质量。我们的仿真实验确定,我们的模型符合韩国军队的运营可用性目标,并与先前版本的模型版本产生的结果大幅减少了备件的购买成本。

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