Semiconductor manufacturing: decision analysis for fab site selection

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.

[1]  Fatemeh Zahedi,et al.  The Analytic Hierarchy Process—A Survey of the Method and its Applications , 1986 .

[2]  Hing Kai Chan,et al.  Development of the supplier selection model—a case study in the advanced technology industry , 2004 .

[3]  Markku Tuominen,et al.  Inventory forecasting with a multiple criteria decision tool , 1996 .

[4]  Paul R. Kleindorfer,et al.  Integrating manufacturing strategy and technology choice , 1990 .

[5]  Amy H. I. Lee,et al.  Analysis of priority mix planning for the fabrication of semiconductors under uncertainty , 2006 .

[6]  Chin-Tsai Lin,et al.  An application of AHP and sensitivity analysis for selecting the best slicing machine , 2007, Comput. Ind. Eng..

[7]  Markku Tuominen,et al.  Customer service based design of the supply chain , 2001 .

[8]  Yon-Chun Chou,et al.  Economic analysis and optimization of tool portfolio in semiconductor manufacturing , 2002 .

[9]  Markku Tuominen,et al.  An analytic approach to supply chain development , 2001 .

[10]  Angus Jeang,et al.  An empirical study on the robust design of a semiconductor-bumping process , 2009 .

[11]  Markku Tuominen,et al.  A decision aid in warehouse site selection , 1996 .

[12]  Jukka Korpela,et al.  A customer oriented approach to warehouse network evaluation and design , 1999 .

[13]  Mao-Jiun J. Wang,et al.  A fuzzy multi-criteria decision-making method for facility site selection , 1991 .

[14]  Dundar F. Kocaoglu,et al.  A participative approach to program evaluation , 1983, IEEE Transactions on Engineering Management.

[15]  Ashraf Labib,et al.  A design strategy for reconfigurable manufacturing systems (RMSs) using analytical hierarchical process (AHP): A case study , 2003 .

[16]  Jing-Rung Yu,et al.  A decision framework for supplier rating and purchase allocation: A case in the semiconductor industry , 2008, Comput. Ind. Eng..

[17]  Markku Tuominen,et al.  A decision support system for strategic issues management of logistics , 1996 .

[18]  Zhibin Jiang,et al.  Multi-criteria Dynamic Scheduling Methodology for Controlling a Semiconductor Wafer Fabrication System , 2007, 2007 IEEE International Conference on Automation Science and Engineering.

[19]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[20]  Jukka Korpela,et al.  Warehouse operator selection by combining AHP and DEA methodologies , 2007 .

[21]  Thomas L. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1994 .

[22]  Tim Baines,et al.  A review of multi-factor capacity expansion models for manufacturing plants: Searching for a holistic decision aid , 2007 .

[23]  Mahdi Zarghami,et al.  A fuzzy-stochastic OWA model for robust multi-criteria decision making , 2008, Fuzzy Optim. Decis. Mak..

[24]  K. Bi,et al.  An AHP/DEA method for measurement of the efficiency of R&D management activities in universities , 2004 .

[25]  Celik Parkan,et al.  Selection of a manufacturing process with multiple attributes: A case study , 1995 .

[26]  B. Shnits,et al.  Multicriteria dynamic scheduling methodology for controlling a flexible manufacturing system , 2004 .

[27]  M. R. Abdi,et al.  Fuzzy multi-criteria decision model for evaluating reconfigurable machines , 2009 .

[28]  Thomas L. Saaty,et al.  DECISION MAKING WITH THE ANALYTIC HIERARCHY PROCESS , 2008 .