An economic production quantity inventory model with a defective production system and uncertain uptime

A. H. Nobil, A. Sedigh
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引用次数: 5

Abstract

In this study, a fuzzy mathematical programming for an inventory system with defective items is considered. The system consists of a single machine that requires maintenance to enhance its efficiency, performance and lifespan. Due to the environmental uncertainties, uptime is estimated based on the linguistic variables, i.e., experts' opinions. So, the inherited uptime is a fuzzy number in trapezoid form, i.e., machine works certainly up to a time and it fails with an optimistic and pessimistic estimation. Moreover, machinery should go through a preventive maintenance procedure during downtime. The proposed model helps production managers to reduce system costs by improving machine efficiency and performance employing appropriate maintenance policies. To solve the proposed problem, we optimise system costs by calculating optimum production cycle using an algorithm to calculate upper and lower bounds of inherited crisp problem. Finally, a numerical example is represented to investigate the effectiveness of the proposed algorithm.
具有缺陷生产系统和不确定正常运行时间的经济生产数量库存模型
本文研究了含有不良品的库存系统的模糊数学规划问题。该系统由一台机器组成,需要维护以提高其效率、性能和寿命。由于环境的不确定性,正常运行时间的估计是基于语言变量,即专家的意见。因此,继承的正常运行时间是梯形形式的模糊数,即机器在一定时间内工作,并且在乐观和悲观估计下失败。此外,机器应在停机期间进行预防性维护程序。提出的模型帮助生产经理通过采用适当的维护策略来提高机器效率和性能,从而降低系统成本。为了解决所提出的问题,我们通过计算遗传脆问题的上界和下界的算法来计算最优生产周期,从而优化系统成本。最后通过一个算例验证了该算法的有效性。
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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