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REDUCING THE BULLWHIP EFFECT IN A SUPPLY CHAIN NETWORK BY APPLICATION OF OPTIMAL CONTROL THEORY

机译:应用最优控制理论减少供应链网络中的牛鞭效应

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摘要

Controlling the bullwhip effect and reducing the propagated inventory levels throughout the supply chain layers has an important role in reducing the total inventory costs of a supply chain. In this study, an optimal controller that considers demand as control variable is designed to dampen propagated inventory fluctuations for each node throughout the supply chain network. The model proves to be very useful in revealing the dynamic characteristics of the chain and provides a proper interface to study decisions taken into account at each node of the supply chain in different periods by decision makers (DMs). In the proposed approach, two feedback loops and online updated values of net stock quantities are used for calculation of the orders. To investigate the efficiency of the proposed approach, a real case of bicycle industry is conducted. The acquired results justify the efficiency of the proposed approach in controlling and dampening the bullwhip effect and reducing inventory levels, net stock quantities and inventory attributed costs throughout the supply chain network layers.
机译:控制牛鞭效应并减少整个供应链层中传播的库存水平,对于降低供应链的总库存成本具有重要作用。在这项研究中,将需求视为控制变量的最优控制器旨在减少整个供应链网络中每个节点的库存波动。该模型在揭示链的动态特征方面非常有用,并提供了一个适当的接口来研究决策者(DM)在不同时期在供应链的每个节点上考虑的决策。在提出的方法中,两个反馈回路和净库存数量的在线更新值用于计算订单。为了研究所提出方法的效率,进行了自行车行业的真实案例。获得的结果证明了该方法在控制和减轻牛鞭效应以及降低整个供应链网络层中的库存水平,净库存数量和库存归因成本方面的效率。

著录项

  • 来源
    《RAIRO Operation Research》 |2018年第5期|1377-1396|共20页
  • 作者单位

    School of Industrial Engineering, College of Engineering, University of Tehran;

    School of Industrial Engineering, College of Engineering, University of Tehran;

    Faculty of Engineering, Urmia University, Urmia;

    School of Electrical and Computer Engineering, Control and Intelligent Processing Centre of Excellence, University of Tehran;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-18 04:09:42

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