Family-based scheduling rules of a sequence-dependent wafer fabrication system

Consider the dispatch problem for a wafer fabrication where production process is divided into hundreds of operations and takes a few months to complete. In the process, wafers have to go through similar operations several times repeatedly for different layers of circuit, called job re-entrances. General family-based scheduling rules are proved to perform better than the individual job scheduling rule in terms of machine utilization for multiserver and multiple job re-entrance manufacturing systems under the condition that with a positive possibility, a queue exists in front of steppers. Five special family-based scheduling rules are constructed, of which FCFS-F, SRPT-F, EDD-F, and LS-F are modified from previous well-known scheduling rules, while SDA-F is a rule-based algorithm, using threshold control and least slack principles. A simulation model is built to evaluate the performances of these five family-based rules by using the information collected from a wafer fab located in Hsin-Chu, Taiwan. As a result, SDA-F is shown to perform best among all five rules, followed by LS-F and FCFS-F.

[1]  Lawrence M. Wein,et al.  Scheduling semiconductor wafer fabrication , 1988 .

[2]  Christos Koulamas,et al.  The Total Tardiness Problem: Review and Extensions , 1994, Oper. Res..

[3]  Reha Uzsoy,et al.  A review of production planning and scheduling models in the semiconductor industry , 1994 .

[4]  Shi-Chung Chang,et al.  Scheduling flexible flow shops with no setup effects , 1994, IEEE Trans. Robotics Autom..

[5]  Reha Uzsoy,et al.  A REVIEW OF PRODUCTION PLANNING AND SCHEDULING MODELS IN THE SEMICONDUCTOR INDUSTRY PART I: SYSTEM CHARACTERISTICS, PERFORMANCE EVALUATION AND PRODUCTION PLANNING , 1992 .

[6]  J.D. Shott,et al.  The future of automation for high-volume Wafer fabrication and ASIC manufacturing , 1986, Proceedings of the IEEE.

[7]  Pravin K. Johri,et al.  Practical issues in scheduling and dispatching in semiconductor wafer fabrication , 1993 .

[8]  P. R. Kumar,et al.  Distributed scheduling based on due dates and buffer priorities , 1991 .

[9]  Asoo J. Vakharia,et al.  Job and Family Scheduling of a Flow-Line Manufacturing Cell: A Simulation Study , 1991 .

[10]  Colin L. Moodie,et al.  A rule-based control method for a multi-loop production system , 1989, Artif. Intell. Eng..

[11]  Shi-Chung Chang,et al.  Scheduling flexible flow shops with no setup effects , 1992, Proceedings 1992 IEEE International Conference on Robotics and Automation.

[12]  C. R. Glassey,et al.  The use of bottleneck starvation avoidance with queue predictions in shop floor control , 1989, WSC '89.

[13]  Stanley B. Gershwin,et al.  A Manufacturing Scheduler's Perspective on Semiconductor Fabrication , 1989 .

[14]  S. S. Panwalkar,et al.  A Survey of Scheduling Rules , 1977, Oper. Res..

[15]  Carl M. Harris,et al.  Fundamentals of queueing theory , 1975 .

[16]  Stephen C. Graves,et al.  A Review of Production Scheduling , 1981, Oper. Res..

[17]  H. Missbauer Order release and sequence-dependent setup times , 1997 .