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Supply Chain Risk Assessment for Perishable Products Applying System Dynamics Methodology - A Case of Fast Fashion Apparel Industry

机译:应用系统动力学方法对易腐产品进行供应链风险评估-以快速服装业为例

摘要

With the fast progress of science and technology and with the continuously growing customer expectations, share of merchandise exhibiting characteristics of perishability is on the rise. Perishable products, through their own nature, are subject to decay, deterioration or obsolescence. As a result, their usefulness, value or functionality is gradually reduced or even lost in a short window of time and cannot be regained if it is not used or sold within a specific time window. When producing perishable products, all stages of the supply chain are exposed to much higher uncertainty than in the case of durable products, which directly means higher risk. The phases of inventory planning, lead time control, and demand forecasting for perishable products play a critical role in the overall effectiveness of the supply chain. For this reason, the system dynamics methodology, a simulation and modeling technique developed specifically to address the long term and dynamic management issues, is adopted in this study. The focus of the proposed model is on the interaction between physical processes, information flows and managerial policies of a three-level supply chain for perishable products, in general, and fast fashion apparel supply chain, in particular, so as to create the dynamics of the variables of interest. The values of supply chain key factors such as, for example, inventory, backlogs, stock-outs, forecast error, cost, and profit for each time period are some of the outputs of the proposed model. Moreover, the Conditional Value at Risk (CVaR) measure is applied to quantify and analyze the risks associated with the supply chain for this type of product and also to determine the expected value of the losses and their corresponding probabilities. With the focus on three prominent categories of risks including risks of delays, forecast, and inventory, multiple business situations for effective strategic planning and decision making are generated and analyzed.
机译:随着科学技术的飞速发展和客户期望的不断提高,具有易腐性特征的商品所占比例正在上升。易腐烂的产品,由于其本身的性质,容易腐烂,变质或报废。结果,它们的有用性,价值或功能在短时间内就会逐渐降低甚至消失,如果在特定时间范围内未使用或出售,则无法恢复。在生产易腐烂产品时,供应链的所有阶段都比耐久产品面临更高的不确定性,这直接意味着更高的风险。库存计划,提前期控制和易腐产品需求预测这些阶段在供应链的整体有效性中起着至关重要的作用。因此,本研究采用了系统动力学方法,即专门为解决长期和动态管理问题而开发的仿真和建模技术。提出的模型的重点是易腐产品的三级供应链的物理过程,信息流和管理政策之间的相互作用,特别是快时尚服装供应链的相互作用,从而创造出动态的信息。感兴趣的变量。供应链关键因素的值,例如每个时间段的库存,积压,缺货,预测误差,成本和利润,是所提议模型的一些输出。此外,条件风险价值(CVaR)度量用于量化和分析与此类产品的供应链相关的风险,还可以确定损失的预期价值及其相应的概率。着眼于三个主要的风险类别,包括延误,预测和库存风险,生成并分析了有效战略规划和决策的多种业务情况。

著录项

  • 作者

    Mehrjoo Marzieh;

  • 作者单位
  • 年度 2014
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  • 原文格式 PDF
  • 正文语种 en
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