Regularities in data from factorial experiments

Complexity

Volumn 11, Issue 5, 2006, Pages 32-45

  Li, Xiang ^a   Sudarsanam, Nandan ^b   Frey, Daniel D ^a,b  

^a Massachusetts Institute of Technology Cambridge   (United States)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Design of experiments; Response surface methodology; Robust design

Indexed keywords

EID: 33746276144     PISSN: 10762787     EISSN: 10990526     Source Type: Journal    
DOI: 10.1002/cplx.20123     Document Type: Conference Paper

References (62)

1. Thomke, S. Enlightened experimentation: The new imperative for innovation. Harvard Business Rev 2001, 67-75.
2. Box, G.E.P.; Hunter, W.G.; Hunter, J.S. Statistics for experimenters: An introduction to design, data analysis, and model building; John Wiley & Sons: New York, 1978.
3. Box, G.E.P.; Draper, N.R. Empirical model-building and response surfaces; John Wiley & Sons: New York, 1987.
4. Taguchi, G.; translated by Tung, L.W. System of experimental design: Engineering methods to optimize quality and minimize costs. QualityResources: A division of the Kraus Organization Limited: White Plains, NY, American Supplier Institute: Dearborn, MI, 1987.
5. Phadke, M.S. Quality engineering using robust design; PTR Prentice-Hall: Englewood Cliffs, NJ, 1989.
6. Logothetis, N.; Wynn, H.P. Quality through design: Experimental design, off-line quality control and Taguchi's contributions; Clarendon Press: Oxford, 1994.
7. Montgomery, D.C. Design and analysis of experiments; John Wiley & Sons: New York, 2004.
8. Wu, C.F.J.; Hamada, M. Experiments: Planning, design, and parameter optimization; John Wiley & Sons: New York, 2000.
9. Box, G.E.P.; Meyer, R.D. An analysis for unreplicated fractional factorials. Technometrics 1986, 28, 11-18.
10. McKay, M.D.; Beckman, R.J.; Conover, W.J. Comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 2000, 42, 1, 55-61.
11. Kunert, J.A. Comparison of Taguchi's product array and the combined array in robust-parameter-design. Spring Research Conference on Statistics in Industry and Technology, Gaithersburg, MD, 2004.
12. Hamada, M.; Wu, C.F.J. Analysis of designed experiments with complex aliasing. J Qual Technol 1992, 24, 130-137.
13. Box, G.E.P.; Liu, P.T.Y. Statistics as a catalyst to learning by scientific method. J Qual Technol 1999, 31-1, 1-29.
14. Frey, D.D.; Li, X. Validating robust parameter design methods. ASME Design Engineering Technical Conference 2004, DETC2004-57518, Salt Lake City, Utah.
15. Chipman, H.M.; Hamada, M.; Wu, C.F.J. Bayesian variable-selection approach for analyzing designed experiments with complex aliasing. Technometrics 1997, 39-4, 372-381.
16. Admassu, W.; Breese, T. Feasibility of using natural fishbone apatite as a substitute for hydroxyapatite in remediating aqueous heavy metals. J Hazardous Mater 1999, B69, 187-196.
17. Bergman, R.S.; Cox, C.W.; DePriest, D.J.; Faltin, F.W. Effect of process variations on incandescent lamp performance. J Illumination Engng Soc 1990, 19-2, 132-141.
18. Bogoeva-Gaceva, G.; Mader, E.; Queck, H. Properties of glass fiber polypropylene composites produced from split-warp-knit textile preforms. J Thermoplastic Composite Mater 2000, 13, 363-377.
19. Brachet, A.; Rudaz, S.; Mateus, L.; Christen, P.; Veuthey, J.L. Optimization of accelerated solvent extraction of cocaine and benzolecgonine from coca leaves. J Separation Sci 2001, 24, 865-873.
20. Friedman, M.; Savage, L.J. Planning experiments seeking maxima. Techniques Statistical Anal 1947, 365-372.
21. Grimm, J.; Chlebek, J.; Schulz, T.; Huber, H.L. The influence of post-exposure bake on line width control for the resist system RAY-PN (AZ PN 100) in x-ray mask fabrication. J Vac Sci Technol 1991, B9-6, 3392-3398.
22. Karthikeyan, R.; Lakshmi Narayanan, P.R.; Naagarazan, R.S. Mathematical modeling for electric discharge machining of aluminum-silicon carbide particulate composites. J Materi Processing Technol 1999, 87, 59-63.
23. Laus, M.; Lelli, M.; Casagrande, A. Polyepichlorohydrine stabilized core shell microspheres by dispersion polymerization. J Polymer Sci A Polymer Chem 1997, 35-4, 681-688.
24. Lee, S.S.G.; Tam, S.C.; Loh, N.H.; Miyazawa, S. An investigation into the ball burnishing of an ANSI 1045 free-form surface. J Materi Processing Technol 1992, 29, 203-211.
25. 3 composite through factorial design of experiment. J Mater Sci 2001, 36, 1601-1607.
26. Moskowitz, I.L; Babu, S.V. Surface morphology and quality of a-Si: C:H films. Thin Solid Films 2001, 385, 45-54.
27. Murugan, N.; Parmar, R.S. Effects of MIG process parameters on the geometry of the bead in the automatic surfacing of stainless steel. J Mater Processing Technol 1994, 41-4, 381-398.
28. Myers, R.H.; Montgomery, D.G. Response surface methodology; John Wiley & Sons: New York, 1995; p 105.
29. Olofsson, U.; Holmgren, M. Friction measurement at low sliding speed using a servohydraulic tension-torsion machine. Exp Mechanics 1994, 34-3, 202-207.
30. Saravanan, P.; Selvarajan, V.; Joshi, S.V.; Sundararajan, G. Experimental design and performance analysis of alumina coatings deposited by a detonation spray process. J Physics D Appl Phys 2001, 34, 131-140.
31. Sen, R. Response surface optimization of the critical media components for the production of surfactin. J Chem Tech Biotechnol 1997, 68, 263-270.
32. Sharma, A.K.; Forester, W.K.; Shriver, E.H. Physical and optical properties of steam-exploded laser-printed paper. TAPPI J 1996, 79-5, 211-221.
33. Shearer, G.; Tzoganakis, C. Free radical hydrosilylation of polypropylene. J Appl Polymer Sci 1996, 65-3, 439-447.
34. Shulka, A.K.; Stevens, P.; Hamnett, A.; Goodenough, J.P. A nafion-bound platinized carbon electrode for oxygen reduction in solid polymer electrolyte cells. J Appl Electrochem 1989, 19, 383-386.
35. Smith, S.D.; Osbourne, J.R.; Forde, M.C. Analysis of earth moving systems using discrete event simulation. J Construction Engng Management 1995, 121-4, 388-396.
36. Sosada, M. Optimal conditions for fractionation of rapeseed lecithin with alcohols. JAOCS 1993, 70-4, 405-410.
37. Thompson, N.G.; Islam, M.; Lankard, D.A.; Virmani, Y.P. Environmental factors in the deterioration of reinforced concrete. Materials Performance 1995, 34-9, 43-47.
38. Wang, X.; Feng, C.X.; He, D.W. Regression analysis and neural networks applied to surface roughness study in turning. IIE Trans Design Manuf 2002.
39. Vuk, T.; Tinta, V.; Gabrovsek, R.; Kaucic, V. The effect of limestone addition, clinker type and fineness on properties of Portland cement. Cement Concrete Res 2001, 31, 135-139.
40. Dirilgen, N. Effects of pH and chelator EDTA on Cr toxicity and accumulation in lemna minor. Chemosphere 1998, 37-4, 771-783.
41. Taylor, J.B.; Carrano, A.L.; Lemaster, R.L. Quantification of process parameters in a wood sanding operation. Forest Products J 1999, 49-5, 41-46.
42. Pei, Z.J.; Xin, X.J.; Liu, W. Finite element analysis for grinding of wire-sawn silicon wafers: A designed experiment. Int J Machine Tools Manuf 2003, 43, 7-16.
43. Soudki, K.A.; El-Salakawy, E.F.; Elkum, N.B. Full factorial optimization of concrete mix design for hot climates. J Materials Civil Engng 2001, Nov/Dec, 427-433.
44. Brabham, D.E. Designing color performance into color-improved HPS lamps. J Illuminating Engng Soc 1991, Winter, 50-55.
45. Rahman, M.; Ramakrishna, S.; Thoo, H.C. Machinability study of carbon/peek composites. Machining Sci Technol 1998, 3-1, 49-59.
46. Dini, J.W.; Kelley, W.K.; Cowden, W.C.; Lopez, E.M. Use of electrode-posited silver as an aid in diffusion welding. Welding Research Suppl 1984, January, 26s-34s.
47. Curses, A.; Yalcin, M.; Dogar, C. Electrocoagulation of some reactive dyes: A statistical investigation of some electrochemical variables. Waste Management 2002, 22, 491-499.
48. Pei, Z.J.; Strasbaugh, A. Fine grinding of silicon wafers: Designed experiments. Int J Machine Tools Manuf 2002, 42, 395-404.
49. Sahoo, R.N.; Naik, P.K.; Das, S.C. Leaching of manganese from low-grade manganese ore using oxalic acid as reductant in sulphuric acid solution. Hydrometallurgy 2001, 62, 157-163.
50. Naik, P.K.; Sukla, L.B.; Das, S.C. Aqueous S02 leaching studies on Nishikhal manganese ore through factorial experiment. Hydrometallurgy 2000, 54, 217-228.
51. Schultz, M.K.; Inn, K.G.W.; Lin, Z.C.; Burnett, W.C.; Smith, G.; Biegalski, S.R.; Filliben, J. Identification of radionuclide partitioning in soils and sediments: determination of optimum conditions for the exchangeable fraction of the NIST standard sequential extraction protocol. Appl Radiat Isot 1998, 49(9-11), 1289-1293.
52. Carter, C.W., Jr.; Doublie, S.; Coleman, D.E. Quantitative analysis of crystal growth: Tryptophanyl-tRNA synthetase crystal polymorphism and its relationship to catalysis. J Mol Biol 1994, 238, 346-365.
53. Becerra, M.; Gonzalez Siso, M.I. Yeast b-galactosidase in solid-state fermentations. Enzyme Microbial Technol 1996, 19, 39-44.
54. Asanza Teruel, M.L.; Gontier, E.; Bienaime, C.; Nava Saucedo, J.E.; Barbotin, J.-N. Response surface analysis of chlortetracycline and tetracycline production with K-carrageenan immobilized streptomyces aureofaciens. Enzyme Microbial Technol 1997, 21, 314-320.
55. Trezona, R.I.; Pickles, M.J.; Hutchings, I.M. A full factorial investigation of the erosion durability of automotive clearcoats. Tribology Int 2000, 33, 559-571.
56. Gupte, M.; Kulkarni, P. A study of antifungal antibiotic production by Thermomonospora sp MTCC 3340 using full factorial design. J Chem Technol Biotechnol 2003, 78, 605-610.
57. Mussatto, S.I.; Roberta, I.C. Optimal experimental condition for hemicellulosic hydrolyzate treatment with activated charcoal for xylitol production. Biotechnol Prog 2004, 20, 134-139.
58. Pan, T.-Y.; Cooper, R.R.; Blair, H.D.; Whalen, T.J.; Nicholson, J.M. Experimental analysis of thermal cycling fatigue of four-layered FR4 printed wiring boards. J Electronic Packaging 1994, 116, 76-78.
59. Spedding, T.A.; Wang, Z.Q. Study on modeling of wire EDM process. J Materials Processing Technol 1997, 69(1-3), 18-28.
60. Lloyd, F.A. Parameters contributing to power loss in disengaged wet clutches. Soc Automotive Engineers Trans 1974, 83, 2498-2507.
61. Daniel, C. Use of half-normal plots in interpreting factorial two-level experiments. Technometrics 1959, 1, 311-341.
62. Lenth, R.V. Quick and easy analysis of unreplicated factorials. Technometrics 1989, 31-4, 469-473.