Component Replacement Under Uncertainty - A Switching Option Perspective

Gianluca Fusai, I. Kyriakou, Matteo Castiglioni
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Abstract

We develop a novel, workable switching option model approach to component redesign and replacement projects that are divisible into sequential phases. The component manufacturer has the option to retain the current product position and abandon the project, or switch to a redesigned product position. Additional uncertainty remains as to whether the redesigned product can meet the newly set production efficiency criteria. Depending on the viability of a prototype, the firm can finally decide whether or not to move to final production. Our framework incorporates a potentially valuable option which aims to reduce the cost of the project. It is generally applicable to fields where investments in components’ replacement have to be correctly timed due to large costs and uncertainties about the outcome. We illustrate this by means of a case study application in aeronautical engineering using real data, where we show via a sensitivity analysis based on the key variables that the flexibility of component switching offered via options during the development of the project can be significantly valuable.
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不确定条件下的组件替换——一个切换选项的视角
我们开发了一种新颖的,可行的切换选项模型方法,用于组件重新设计和替换项目,这些项目可分为连续的阶段。组件制造商可以选择保留当前的产品位置并放弃项目,或者切换到重新设计的产品位置。另外,重新设计的产品是否能满足新设定的生产效率标准仍存在不确定性。根据原型机的可行性,公司最终可以决定是否进行最终生产。我们的框架包含了一个潜在的有价值的选项,旨在降低项目的成本。它通常适用于由于成本高且结果不确定而必须正确选择更换部件投资时间的领域。我们通过使用真实数据的航空工程案例研究应用来说明这一点,其中我们通过基于关键变量的敏感性分析显示,在项目开发期间通过选项提供的组件切换的灵活性可能非常有价值。
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