Title :
An improved two-step simulation test method for simulation results
Author :
Lin, Fengchun ; Fu, Huimin
Author_Institution :
Res. Center of Small Sample Technol., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Abstract :
On the basis of the primary two-step simulation test method for simulation results by Fu and Lin (2007), an improvement is presented to increase test precision, particularly when several values of test statistic calculated by simulation samples in the second step simulation appear to be equal to the value calculated by experiment samples. As well as the primary method, the presented method can test simulation results of multiple populations (states), and it can be applied to normal, nonnormal and unknown distributions. The detailed procedures are given for standard deviation and mean simulation results respectively.
Keywords :
digital simulation; statistical analysis; model validation; simulation test method; test statistic; Batteries; Bayesian methods; Data engineering; Decision theory; Neural networks; Power system modeling; Power system reliability; Power systems; Predictive models; Testing; model validation; simulation; small sample; test; two-step simulation method;
Conference_Titel :
Reliability, Maintainability and Safety, 2009. ICRMS 2009. 8th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4903-3
Electronic_ISBN :
978-1-4244-4905-7
DOI :
10.1109/ICRMS.2009.5269958
