Author_Institution :
AutoSimulations Inc., Bountiful, UT, USA
Abstract :
AutoStat provides a complete statistical analysis capability in conjunction with AutoMod (industrial simulation tool). Statistical analysis is an important part of using simulation to make decisions. When experimenting with a single model, AutoStat determines the "warm-up" period and computes the minimum, maximum, and confidence intervals for model statistics. When comparing alternative system designs, AutoStat manages the databases and statistical analysis for all the options. AutoStat\´s "design of experiments" feature provides a unique capability using statistical optimization theory. It reduces the number of experiments required to determine which values, from a set of options, have the most effect on system performance.
Keywords :
design of experiments; digital simulation; manufacturing data processing; statistical analysis; AutoMod; AutoStat; alternative system designs; confidence intervals; design of experiments; industrial simulation tool; model statistics; statistical analysis capability; statistical optimization theory; system performance; Analytical models; Computational modeling; Measurement standards; Medical simulation; Statistical analysis; Statistics; Steady-state; Stochastic processes; System analysis and design; System performance;
Conference_Titel :
Simulation Conference Proceedings, 1994. Winter
Print_ISBN :
0-7803-2109-X
DOI :
10.1109/WSC.1994.717253