Determination of New Layout in a Semiconductor Packaging Substrate Line using Simulation and AHP/DEA

The process of semiconductor(IC Package) manufacturing usually includes lots of complex and sequential processes. Many kinds of equipments are installed with the mixed concept of serial and parallel manufacturing system. The business environments of the semiconductor industry have been changed frequently, because new technologies are developed continuously. It is the main reason of new investment plan and layout consideration. However, it is difficult to change the layout after installation, because the major equipments are expensive and difficult to move. Furthermore, it is usually a multiple-objective problem. Thus, new investment or layout change should be carefully considered when the production environments likewise product mix and production quantity are changed. This paper introduces a simulation case study of a Korean company that produces packaging substrates(especially lead frames) and requires multi-objective decision support. is used for simulation modelling and AHP(Analytic Hierarchy Process) and DEA(Data Envelopment Analysis) are used for weighting of qualitative performance measures and solving multiple-objective layout problem, respectively.

[1]  Edward L. Hannan,et al.  Fuzzy Decision Making with Multiple Objectives and Discrete Membership Functions , 1983, Int. J. Man Mach. Stud..

[2]  Lawrence M. Wein,et al.  On the relationship between yield and cycle time in semiconductor wafer fabrication , 1992 .

[3]  Dong Soo Kim,et al.  A Case Study of Comparing the Measuring Methods for Workloads of Resources in a Manufacturing Processes of Semiconductor-Parts , 2011 .

[4]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[5]  Dug Hee Moon,et al.  A simulation study integrated with analytic hierarchy process (AHP) in an automotive manufacturing system , 2012, Simul..

[6]  Nam Wook Cho,et al.  An Efficiency Evaluation among Manufacturing Processes using Hybrid DEA/AHP Model , 2008 .

[7]  Thomas L. Saaty,et al.  Decision-making with the AHP: Why is the principal eigenvector necessary , 2003, Eur. J. Oper. Res..

[8]  Zilla Sinuany-Stern,et al.  An AHP/DEA methodology for ranking decision making units , 2000 .

[9]  Chul Soon Park,et al.  A manufacturing system simulation of semiconductor packaging substrate , 2009, SpringSim '09.

[10]  Taho Yang,et al.  A hierarchical AHP/DEA methodology for the facilities layout design problem , 2003, Eur. J. Oper. Res..

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

[12]  J. Gechter,et al.  Standardization of ATM , 1988, IEEE Global Telecommunications Conference and Exhibition. Communications for the Information Age.

[13]  Chulsoon Park,et al.  A Simulation Study on the Manufacturing Process of Semiconductor Parts Using AHP , 2009 .

[14]  Marcello Braglia,et al.  Overall equipment effectiveness of a manufacturing line (OEEML) , 2008 .

[15]  Jang Hee Lee,et al.  An Efficient Selection of Promising Technology Using DEA and AHP , 2011 .