Estimating Cycle Time Percentile Curves for Manufacturing Systems via Simulation

Published Online:https://doi.org/10.1287/ijoc.1080.0272

References

  • Allen C. The impact of network topology on rational-function models of the cycle time-throughput curve. (2003) . Honors thesis, Department of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL. http://users.iems.northwestern.edu/nelsonb/Publications/CarlAllenThesis.pdfGoogle Scholar
  • Ashkar F., Bobée B., Leroux D., Morisette D. The generalized method of moments as applied to the generalized gamma distribution. Stochastic Hydrology Hydraulics (1988) 2:161–174CrossrefGoogle Scholar
  • Asmundsson J., Rardin R. L., Uzsoy R. Tractable nonlinear production planning models for semiconductor wafer fabrication facilities. IEEE Trans. Semiconductor Manufacturing (2006) 19:95–111CrossrefGoogle Scholar
  • Billingsley P.Convergence of Probability Measures (1999) 2nd ed.(John Wiley & Sons, New York) CrossrefGoogle Scholar
  • Buzacott J. A., Shanthikumar J. G.Stochastic Models of Manufacturing Systems (1993) (Prentice Hall, Upper Saddle River, NJ) Google Scholar
  • Chen E. J., Kelton W. D., Farrington P. A., Nembhard H. B., Sturrock D. T., Evans G. W. Simulation-based estimation of quantiles. Proc. 1999 Winter Simulation Conf. (1999) (Institute of Electrical and Electronics Engineers, Piscataway, NJ) 428–434 http://www.informs-cs.org/wsc99papers/059.PDFCrossrefGoogle Scholar
  • Cheng R. C. H., Kleijnen J. P. C. Improved design of queueing simulation experiments with highly heteroscedastic responses. Oper. Res. (1999) 47(5):762–777LinkGoogle Scholar
  • Chien C., Goldsman D., Melamed B. Large-sample results for batch means. Management Sci. (1997) 43(9):1288–1295LinkGoogle Scholar
  • Fowler J. W., Park S., Mackulak G. T., Shunk D. L. Efficient cycle time-throughput curve generation using a fixed sample size procedure. Internat. J. Production Res. (2001) 39:2595–2613CrossrefGoogle Scholar
  • Glynn P. W., Iglehart D. L. Estimation of steady-state central moments by the regenerative method. Oper. Res. Lett. (1986) 5:271–276CrossrefGoogle Scholar
  • Henderson S. G., Peters B. A., Smith J. S., Medeiros D. J., Rohrer M. W. Mathematics for simulation. Proc. 2001 Winter Simulation Conf. (2001) (Institute of Electrical and Electronics Engineers, Piscataway, NJ) 83–94CrossrefGoogle Scholar
  • Hopp W. J., Spearman M. L.Factory Physics: Foundations of Manufacturing Management (2001) 2nd ed.(Irwin, Chicago) Google Scholar
  • Johnson R., Yang F., Ankenman B. E., Nelson B. L. Nonlinear regression fits for simulated cycle time vs. throughput curves for semiconductor manufacturing. Proc. 2004 Winter Simulation Conf. (2004) (Institute of Electrical and Electronics Enigneers, Piscataway, NJ) 1951–1955 http://www.informs-cs.org/wsc04papers/260.pdfCrossrefGoogle Scholar
  • Law A. M., Kelton W. D.Simulation Modeling and Analysis (2000) 3rd ed.(McGraw-Hill, New York) Google Scholar
  • Lehmann E. L.Elements of Large-Sample Theory (1999) (Springer-Verlag, New York) CrossrefGoogle Scholar
  • McNeill J. E., Mackulak G. T., Fowler J. W., Chick S., Sánchez P. J., Ferrin D., Morrice D. J. Indirect estimation of cycle time quantiles from discrete event simulation models using the Cornish-Fisher expansion. Proc. 2003 Winter Simulation Conf. (2003) (Institute of Electrical and Electronics Engineers, Piscataway, NJ) 1377–1382 http://www.informs-cs.org/wsc03papers/173.pdfCrossrefGoogle Scholar
  • Meyn S. P., Tweedie R. L.Markov Chains and Stochastic Stability (1993) (Springer, New York) CrossrefGoogle Scholar
  • Park S., Fowler J. W., Mackulak G. T., Keats J. B., Carlyle W. M. D-optimal sequential experiments for generating a simulation-based cycle time-throughput curve. Oper. Res. (2002) 50:981–990LinkGoogle Scholar
  • Rose O. Estimation of the cycle time distribution of a wafer fab by a simple simulation model. Proc. 1999 Internat. Conf. Semiconductor Manufacturing Oper. Model. Simulation (1999) San Francisco:133–138Google Scholar
  • Schömig A., Fowler J. W. Modelling semiconductor manufacturing operations. Proc. 9th ASIM Simulation Production Logist. Conf. (2000) (Fraunhofer Institut for Production Systems and Design Technology (IPK), Berlin) 55–64Google Scholar
  • Stacy E. W. A generalization of the gamma distribution. Ann. Math. Statist. (1962) 33:1187–1192CrossrefGoogle Scholar
  • Whitt W. Planning queueing simulations. Management Sci. (1989) 35:1341–1366LinkGoogle Scholar
  • Yang F., Ankenman B. E., Nelson B. L. Efficient generation of cycle time-throughput curves through simulation and metamodeling. Naval Res. Logist. (2007) 54:78–93CrossrefGoogle Scholar
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