Semiconductor manufacturing: decision analysis for fab site selection

T. Daim, Ramin Neshati
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引用次数: 1

Abstract

A decision analysis model that facilitates the assessment of a multi-criteria decision from among a variety of competing alternatives is presented in this paper. The model is tested for sensitivity and found to be robust when one criterion is changed while others are held constant. The decision itself is related to locating a semiconductor manufacturing plant in one of many equally attractive and equally problematic sites worldwide. It is essentially a problem under conditions of near-certainty with no EMV or payback considerations by construction. The decision analysis described herein is a data-driven methodology with a two-step process where an algorithm is used to narrow down the choice of locations from a starting count of eight to a more manageable group of five. In the second step of the process, a decision model is defined and implemented. Hierarchical decision modelling is used in this study to disaggregate the complex decision into its component parts, to quantify and normalise judgements and to assign weights to the decision alternatives to obtain the proper result.
半导体制造:晶圆厂选址的决策分析
本文提出了一种决策分析模型,该模型有助于从各种竞争方案中评估多准则决策。对该模型进行了灵敏度测试,发现当一个准则改变而其他准则保持不变时,该模型具有鲁棒性。这一决定本身与将半导体制造工厂选址在世界上许多同样有吸引力但同样有问题的地点之一有关。这基本上是在几乎确定的条件下的问题,没有EMV或施工的回报考虑。这里描述的决策分析是一种数据驱动的方法,它有一个两步过程,其中使用一种算法将地点的选择范围从开始的8个缩小到更易于管理的5个。在流程的第二步中,定义并实现决策模型。本研究使用层次决策模型将复杂决策分解为其组成部分,对判断进行量化和规范化,并为决策方案分配权重以获得适当的结果。
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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