建模库存管理:施工和应用的独立问题

IF 1.3 Q3 ENGINEERING, MULTIDISCIPLINARY
M. Luchko, I. Lukanovska, Vadym Ratynsky
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引用次数: 5

摘要

本文提出了库存管理模型,在此基础上计算了库存的使用效率,最大限度地减少了与交付、储存相关的总成本,并在有需求的情况下对库存不足处以罚款。在实践中使用它将允许管理物流和仓库成本、由于超额成本而无法收到或减少公司利润的风险以及库存周转效率。所提出的模型考虑了从供应商到仓库的运输价格、库存成本、库存成本以及未装运产品的存储成本和罚款。事实证明,库存管理中合理组织的订单可以使公司在考虑供应延迟的情况下计算订单数量、最佳规模和订单之间的时间间隔,规划利润金额,组织对库存盈利水平的核算,确定库存的最高规模和保证水平。以某木工企业的数据为基础,对所建立的模型进行了拟合。我们使用了数据挖掘结果技术的元素——应用程序包Statistica中的MARSPline模块来实现目标。这使得通过主要函数在多维空间和样条曲面中构建回归模型成为可能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modelling inventory management: Separate issues for construction and application
The model of inventory management on the basis of which the calculations of the efficiency of the use of inventories, minimizing the total costs associated with their delivery, storage and fines for lack of stocks in the presence of demand for them have been made and presented in the article. Using it in practice will allow managing the logistics and warehouse costs, the risk of not receiving or reducing the company's profits due to the excess costs and the efficiency of turnover of inventories. The proposed model takes into account the depending on the price of shipment from the supplier to the warehouse, the cost of holding stocks, the cost of holding the stocks, the amount of storage costs and penalties for non-shipped products. It is proved that rationally organized order in stock management allows companies to calculate the order quantity, its optimal size and time interval between orders taking into account the prospect of delay in supply, to plan the amount of profit, to organize the accounting of the profitable level of stocks, to determine the sizes of the highest and guarantee level of the stock. Approbation of the developed model was carried out on the basis of the data of the woodworking enterprise. We used elements of the Data Mining Results technology – the MARSPline module in the application package Statistica to achieve the goals. This made it possible to construct a regression model in multidimensional space and spline surfaces through the main functions.
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来源期刊
CiteScore
2.10
自引率
13.30%
发文量
18
审稿时长
20 weeks
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