论文信息 - Optimal Design of Computer Experiments for the Generation of Microsystem Macromodels Using IMSET^TM

Optimal Design of Computer Experiments for the Generation of Microsystem Macromodels Using IMSET^TM

We present a new and unique software program, IMSET, capable of finding optimal designs for computer experiments. A finite-element simulation of a micromachined flow sensor was used to illustrate macromodel generation and to compare the quality of the IMSET design with other approaches. Coupled with an appropriate analysis, IMSET provides a highly efficient means of nonparametric macromodel generation. IMSET is available on the World-Wide Web.

[1] J. Sacks,et al. Artic sea ice variability: Model sensitivities and a multidecadal simulation , 1994 .

[2] Selden B. Crary,et al. I-Optimality Algorithm and Implementation , 1992 .

[3] Michael Frenklach,et al. SENSITIVITY ANALYSIS AND PARAMETER ESTIMATION IN DYNAMIC MODELING OF CHEMICAL KINETICS , 1983 .

[4] R. H. Hardin,et al. A new approach to the construction of optimal designs , 1993 .

[5] Jerome Sacks,et al. Computer Experiments for Quality Control by Parameter Design , 1990 .

[6] P. Renaud,et al. From simple devices to promising microsystem applications , 1997, 1997 21st International Conference on Microelectronics. Proceedings.

[7] Michael Frenklach,et al. Sensitivity analysis and parameter estimation in dynamic modeling of chemical kinetics , 1983 .

[8] William J. Welch,et al. Parameter space exploration of an ocean general circulation model using an isopycnal mixing parameterization , 1994 .

[9] Selden B. Crary,et al. Parametric modeling of a microaccelerometer using I-optimal design of experiments for finite element analysis , 1996 .