An Application of Newsvendor Model on Pipe Stringing Operations of a Gas Pipeline Construction Project

Yuqi Wei, C. Feng, S. Ohmori, Arnat Watanasungsuit, C. Pornsing, Kawinthorn Saichareon
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Abstract

With the increasingly fierce market competition, enterprises must maintain their invincible position through continuous improve-ment, innovation, and optimization of their operations to save cost and maximize profit. In this article, the authors introduce a resource allocation technique for a long-distance gas pipeline construction project. Through the introduction of the newsvendor model, the optimal resource allocation, workforce, and equipment, on the pipeline stringing operations, which makes the welding crew perform its functions are the crucial tactic of the operation manager. The idea of this study is to adopt the concept of the newsvendor model for trading between overstock cost and understock cost of gas pipe transportation management. The result of applying has shown that the model provided the optimal control of the pipeline stringing operation in which concern to the uncertainty of relevant factors. In this case study, the total cost is $760.13 per day compared to the total cost of the traditional method, delivering the pipes at an average quantity, which is $1,587.22 per day. As a result, the newsvendor model could save the company money by 52.11% on supply chain and logistics operations. Furthermore, the newsvendor model does not only provide a simple optimization technique but also shows a guide to businesses to think about applying other optimization tools to their business processes and manufacturing processes.
报贩模型在某输气管道工程管柱施工中的应用
在日益激烈的市场竞争中,企业必须通过不断改进、创新和优化经营来保持不败之地,从而节约成本,实现利润最大化。本文介绍了一种天然气长输管道建设工程的资源配置技术。通过引入报贩模型,对管柱作业进行资源、人力、设备的优化配置,使焊接作业人员发挥其作用,是作业经理的关键策略。本文的研究思路是采用报贩模型的概念,对天然气管道运输管理的库存过剩成本和库存不足成本进行交易。应用结果表明,该模型在考虑相关因素不确定性的情况下,为管柱作业提供了最优控制。在本案例中,总成本为每天760.13美元,而传统方法的总成本为每天1,587.22美元。因此,报贩模式可以为公司节省52.11%的供应链和物流运营成本。此外,报贩模型不仅提供了一种简单的优化技术,而且还向企业展示了如何将其他优化工具应用于其业务流程和制造流程的指南。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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