Blocked fractional factorial split-plot experiments for robust parameter design

Journal of Quality Technology

Volumn 38, Issue 3, 2006, Pages 267-279

  McLeod, Robert G ^a,c   Brewster, John F ^b,c  

^a UNIVERSITY OF WINNIPEG   (Canada)

^b UNIVERSITY OF MANITOBA   (Canada)

^c Department of Mathematics and Statistics ^*  (Canada)

Author keywords

Blocking; Control factors; Noise factors; Optimal designs; Restricted randomization

Indexed keywords

AEROSPACE INDUSTRY; ALGORITHMS; OPTIMAL CONTROL SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS); SEARCH ENGINES;

BLOCKING; CONTROL FACTORS; NOISE FACTORS; OPTIMAL DESIGNS; RESTRICTED RANDOMIZATION;

PARAMETER ESTIMATION;

EID: 33746152034     PISSN: 00224065     EISSN: None     Source Type: Journal    
DOI: 10.1080/00224065.2006.11918614     Document Type: Article

References (28)

1. BINGHAM, D. R. and LI, W. (2002). "A Class of Optimal Robust Parameter Designs". Journal of Quality Technology 34, pp. 244-259.
2. BINGHAM, D. R.; SCHOEN, E. D.; and SITTER, R. R. (2004). "Designing Fractional Factorial Split-Plot Experiments with Few Whole-Plot Factors". Applied Statistics 53, pp. 325-339.
3. BINGHAM, D. R. and SITTER, R. R. (1999). "Minimum-Aberration Two-Level Fractional Factorial Split-Plot Designs". Technometrics 41, pp. 62-70.
4. BINGHAM, D. R. and SITTER, R. R. (2003). "Fractional Factorial Split-Plot Designs for Robust Parameter Experiments". Technometrics 45, pp. 80-89.
5. k-p Designs". Journal of Quality Technology 26, pp. 288-296.
6. k-p Designs". Technometrics 36, pp. 308-311.
7. q-r Split-Plot Experiments". Journal of Quality Technology 32, pp. 39-66.
8. BORKOWSKI, J. J. and LUCAS, J. M. (1997). "Designs of Mixed Resolution for Process Robustness Studies". Technometrics 39, pp. 63-70.
9. BOX, G. E. P. (1988). "Signal-to-Noise Ratios, Performance Criteria, and Transformations (with Discussion)". Technometrics 30, pp. 1-40.
10. BOX, G. E. P. and JONES, S. (1992). "Split-Plot Designs for Robust Product Experimentation". Journal of Applied Statistics 19, pp. 3-26.
11. n-m Designs". The Annals of Statistics 27, pp. 1948-1973.
12. CHEN, J.; SUN, D. X.; and WU, C. F. J. (1993). "A Catalogue of Two-Level and Three-Level Fractional Factorial Designs with Small Runs". International Statistical Review 61, pp. 131-145.
13. CHENG, C.-S.; STEINBERG, D. M.; and SUN, D. X. (1999). "Minimum Aberration and Model Robustness for Two-Level Fractional Factorial Designs". Journal of the Royal Statistical Society, Series B 61, pp. 86-94.
14. FRANKLIN, M. F. and BAILEY, R. A. (1977). "Selecting Defining Contrasts and Confounding Effects In Two-Level Experiments". Applied Statistics 26, pp. 321-326.
15. k-p Designs". Technometrics 22, pp. 601-608.
16. HUANG, P.; CHEN, D.; and VOELKEL, J. O. (1998). "Minimum-Aberration Two-Level Split-Plot Designs". Technometrics 40, pp. 314-326.
17. KOWALSKI, S. M. (2002). "24 Run Split-Plot Experiments for Robust Parameter Design". Journal of Quality Technology 34, pp. 399-410.
18. LI, W. and LIN, D. K. J. (2003). "Optimal Foldover Plans for Two-Level Fractional Factorial Designs". Technometrics 46, pp. 142-149.
19. MCLEOD, R. G. and BREWSTER, J. F. (2004). "The Design of Blocked Fractional Factorial Split-Plot Experiments". Technometrics 46, pp. 136-146.
20. MYERS, R. H. and MONTGOMERY, D. C. (2002). Response Surface Methodology, 2nd ed. John Wiley & Sons, Inc.
21. NAIR, V. N., editor (1992). Taguchi's Parameter Design: A Panel Discussion". Technometrics 34, pp. 127-161.
22. SHOEMAKER, A. C.; TSUI, K. L.; and WU, C. F. J. (1991). "Economical Experimentation Methods for Robust Design". Technometrics 33, pp. 416-427.
23. n-k Designs". Technometrics 39, pp. 382-390.
24. n-p Designs". Technometrics 39, pp. 298-307.
25. TAGUCHI, G. (1986). Introduction to Quality Engineering. Asian Productivity Organization, UNIPUB, White Plains, NY.
26. TAGUCHI, G. (1987). System of Experimental Design: Engineering Methods to Optimist Quality and Minimize Cost. UNIPUB/Kraus International, White Plains, NY.
27. WU, C. F. J. and CHEN, Y. (1992). "A Graph-Aided Method for Plainning Two-Level Experiments When Certain Interactions Are Important". Technometrics 34, pp. 162-175.
28. WU, C. F. J. and HAMADA M. (2000). Experiments: Planning, Analysis, and Parameter Design Optimization. Wiley, New York, NY.