Inventory Planning for XYZ Mart using EOQ and Monte Carlo

M. Fadhil, E. Suryani
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引用次数: 1

Abstract

― XYZ Mart is a convenience store in Tulungagung regency. Founded in 2012, this store is designed to serve the daily needs of surrounding residents. In addition, this store also caters for the needs of families visiting patients at the hospital in front of XYZ Mart. Along with the store growth, there are more and more customers, and so the more demand. To handle the increasing demand, the store has to increase its inventory of goods. Problems arise when the number of goods keep increasing while the store inventory space does not. Therefore, in order to avoid overstocking or understocking, a research and planning are conducted to determine the optimal number of an order. The method used for inventory optimization is Economic Order Quantity (EOQ) to calculate the most optimal number of goods ordered. To anticipate the uncertainty of demand, Safety Stock (SS) is also used. To determine the average demand per year based on historical data, as a basis for EOQ and SS calculations, a Monte Carlo simulation is used. The expected outcome of this research is to provide recommendations of when and how much goods must be ordered so that the store can optimally use its limited space of inventory.
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使用EOQ和蒙特卡罗进行XYZ市场的库存规划
- XYZ Mart是Tulungagung区的一家便利店。这家店成立于2012年,旨在服务周边居民的日常需求。此外,这家店还满足了在XYZ Mart前面的医院探望病人的家庭的需求。随着店铺的增长,顾客也越来越多,所以需求也越来越大。为了应付日益增长的需求,这家商店不得不增加商品库存。当商品数量不断增加,而库存空间却没有增加时,问题就出现了。因此,为了避免库存过剩或不足,进行了研究和规划,以确定一个订单的最优数量。库存优化采用经济订货量(EOQ)方法,计算最优订货数量。为了预测需求的不确定性,还使用了安全库存(SS)。为了根据历史数据确定每年的平均需求,作为EOQ和SS计算的基础,使用了蒙特卡罗模拟。本研究的预期结果是提供关于何时以及订购多少商品的建议,以便商店可以最佳地利用其有限的库存空间。
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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