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

fYear

2009

fDate

20-24 July 2009

Firstpage

868

Lastpage

873

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/ICRMS.2009.5269958

Filename

5269958