The use of emulator methods in mechanical engineering design is more limited than in electrical and electronic engineering. The concept is to replace a computer aided engineering simulator with a fast statistical emulator built using a designed computer experiment, which can then be used to facilitate optimization and robust engineering design. This case study draws out lessons for application in mechanical design.
SacksJ.WelchW. J.MitchellT. J.WynnH. P.Design and analysis of computer experimentsStatist. Sci., November 1989, 4, 409–435.
2.
BatesR. A.BuckR. J.RiccomagnoE.WynnH. P.Experimental design for large systemsJ. R. Statist. Soc. B, 1996, 58, 77–94.
3.
McKayM. D.ConoverW. J.BeckmanR. J.A comparison of three methods for selecting values of input variables in the analysis of output from a computer codeTechnometrics, 1979, 21, 239–245.
4.
BuckR. J.WynnH. P.Improving the distribution of points in a Latin hypercube sample. Technometrics (to appear).
5.
BatesR. A.WynnH. P.Tolerancing and optimisation for model-based robust engineering designQuality and Reliability Engng Int., 1996, 12, 119–127.
6.
ZhigljavskyA. A.Theory of Global Random Search, 1991, Ch. 4 (Kluwer Academic Publishers, Dordrecht).
