基于系统动力学的库存控制研究
Research on SD Supermarket Inventory Control
摘要:
供应链当中由于各个节点企业间存在信息传递缓慢、信息不对称导致的需求预测不准、订货时间不稳定、订货量不稳定等多种因素导致库存和安全库存高居不下,库存周转率相对较低、库存成本相对较高等常见问题。本文从系统动力学的角度,分析导致库存过高的原因。文中运用vensim建立供应商、配送中心、门店这一常见的供应链仿真模型,最后通过某一品类常见的快消品进行实例分析。文章最后通过对库存调整周期、配送延迟时间、配送中心库存、各个节点的安全库存进行敏感性分析,结果表明:通过改变库存策略,可以在满足超市的需求的情况下,使超市和配送中心保持较低的库存水平,大大降低了库存成本。该系统能够有效地反映库存及其成本的变化,可以为供应链库存管理提供参考。
Abstract:
In the supply chain, due to the slow information transmission between the various nodes, the in-accurate demand forecast is caused by information asymmetry, the unstable ordering time, the unstable order quantity, etc. The inventory and safety stocks are high, and the inventory turnover rate is relatively low. Common problem is relatively high inventory costs. This paper analyzes the causes of excessive inventory from the perspective of system dynamics. In this paper, Vensim is used to establish a common supply chain simulation model for suppliers, distribution centers, and stores. Finally, a case analysis is performed through a common fast-moving consumer product of a certain category. At the end of the paper, through the sensitivity analysis of inventory adjustment cycle, delivery delay time, distribution center inventory, and safety stock of each node, the results show that by changing the inventory strategy, supermarkets and distribution centers can be maintained while meeting the needs of supermarkets. Lower inventory levels significantly reduce inventory costs. The system can effectively reflect changes in inventory and its costs, and can pro-vide reference for supply chain inventory management.
参考文献
|
[1]
|
柳键. 基于时变需求的供应链基本库存水平优化研究[J]. 管理工程学报, 2006(4): 146-148.
|
|
[2]
|
郑霞忠, 徐忠媛. 中小型连锁超市物流系统优化研究[J]. 中国流通经济, 2010(4): 30-33.
|
|
[3]
|
赵川, 薛红. MAS在连锁零售企业多级库存控制中的应用研究[J]. 运筹与管理, 2013(1): 252-255.
|
|
[4]
|
Forrester, J.W. (1961) Industrial Dynamics. The MIT Press, Cambridge.
|
|
[5]
|
王其藩. 高级系统动力学[M]. 北京: 清华大学出版社, 1995: 79-86.
|
|
[6]
|
赖新峰, 陈志祥. 营销策略对生产与库存决策影响的系统动力学仿真研究[J]. 中国管理科学, 2012(20): 491-498.
|
|
[7]
|
Forrester, J.W. (1958) Industrial Dynamics: A Major Break-Through for Decision Makers. Harvard Business Review, 36, 37-66.
|
|
[8]
|
Towill, D.R. (1982) Dynamic Analysis of Inventory and Order Based Production Control System. The International Journal of Production Research, 20, 671-689.
|
|
[9]
|
Poles, R. (2013) System Dynamics Modelling of a Production and Inventory System for Remanufacturing to Evaluate System Improvement Strategies. International Journal of Production Economics, No. 1, 189-199.
|
|
[10]
|
Balaji, J. and James, R. (2016) Burns. Performance Metric Optimization Advocates CPFR in Supply Chains: A System Dynamics model Based Study. Cogent Business & Management, 3, Article ID: 1139440.
|
|
[11]
|
张力菠, 韩玉启, 陈杰, 等. 供应链管理的系统动力学研究综述[J]. 系统工程, 2005(6): 9.
|
|
[12]
|
廖诺, 张毕西, 吴小结. 不同需求条件下供应链系统动态仿真比较研究[J]. 运筹与管理, 2010(4): 170-175.
|
|
[13]
|
汪小京, 刘志学, 徐娟. 基于系统动力学的第三方物流管理库存模型[J]. 系统管理学报, 2016(2): 317-325.
|
|
[14]
|
成琼文, 周璐. 基于系统动力学的绿色供应链管理实践路径仿真[J]. 科技管理研究, 2016(23): 226-231.
|
|
[15]
|
赵川, 张浩. 基于系统动力学的连锁零售多级库存优化与仿真[J]. 中国流通经济, 2017(10): 73-80.
|
|
[16]
|
范玉琦. 基于系统动力学的大型连锁超市库存管理研究[D]. 西安市: 长安大学, 2017.
|