牛鞭效应:考虑食物浪费的正弦刺激的建模和模拟

IF 1.1 Q4 MANAGEMENT
David Rottenegger, Marcel Öfele, H. Braun, S. Braunreuther
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引用次数: 0

摘要

背景:当前的2019冠状病毒病(COVID-19)大流行强调了为什么向有弹性、强大和可持续的供应链转变比以往任何时候都更加迫切。对于易腐食品的供应链来说尤其如此,牛鞭效应等问题不仅会造成经济损害,还会造成环境破坏。目的:本研究的主要目的是深入了解牛鞭效应成因的相关性,并了解正弦刺激如何影响食物浪费的产生。方法:在Tecnomatix Plant Simulation®中建立简化的牛肉食物链模型。由于牛鞭效应由激励持续时间(周期长度)和高度(振幅)的简化参数化组成,因此使用这两个变量来产生正弦刺激。对模拟结果进行了统计验证,并与已有的科学知识进行了通用性和差异性检查。结果:虽然可以证实供应链前端环节对废物产生的预期更高的敏感性,但长期刺激期的结果表明,牛鞭效应的负面影响不会无限期地增加。结论:对结果的分析表明,以前的理论可以转移,但变量的变化需要对振幅和周期长度的相互依赖性及其对输出变量浪费的影响有新的认识。贡献:该研究有助于更全面地理解牛鞭效应,特别是其对易腐食品供应链的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bullwhip effect: Modelling and simulation of a sinusoidal stimulus considering food waste
Background: The current coronavirus disease 2019 (COVID-19) pandemic has stressed why a change towards resilient, robust and sustainable supply chains is more imperative than ever. This is especially true for supply chains of perishable foods, where issues such as the bullwhip effect cause not only economic but also environmental damage.Objectives: The key objectives of this study are to gain a deeper insight into correlations regarding the causes of the bullwhip effect and to see how a sinusoidal stimulus is affecting the generation of food waste.Method: A simplified beef food chain was modelled in Tecnomatix Plant Simulation®. As the bullwhip effect consists of a simplified parameterisation of an excitation duration (period length) and its height (amplitude), these two variables were used to generate a sinusoidal stimulus. The simulation results were statistically verified and checked for commonalities and differences with the already established scientific knowledge.Results: While the expected higher sensitivity of the front links of the supply chain to waste generation can be confirmed, the results of a long stimulation period suggest that the negative effects of the bullwhip effect do not increase indefinitely.Conclusion: The analysis of the results has shown that previous theories can be transferred, but that the variation of the variables entails new insights for the interdependencies of the amplitude and period length and their influence on the output variable waste.Contribution: The study contributes to a more holistic understanding of the bullwhip effect and, in particular, its implications within a perishable food supply chain.
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来源期刊
CiteScore
2.00
自引率
6.70%
发文量
37
审稿时长
20 weeks
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