Research on validation method for complex simulation systems

Author

Shi, Peng ; Liu, Fei ; Yang, Ming

Author_Institution

Control & Simulation Center, Harbin Inst. of Technol., Harbin

fYear

2008

fDate

10-12 Oct. 2008

Firstpage

888

Lastpage

892

Abstract

Complex simulation systems have a great many of random or uncertain factors, which make validation of them quite difficult. To solve this problem, a validation method of complex simulation systems is presented. The sensitivity analysis technique is used to determine the effect degree and trend of input variables to output variable of simulation systems. The error analysis technique is used to determine the error ranges of key input variables of simulation systems and validate the interoperability of simulation models. According to the results of sensitivity analysis and error analysis, consistency analysis is performed on the simulation systems, and the validation of complex simulation systems is realized.

Keywords

digital simulation; error analysis; program verification; sensitivity analysis; complex simulation systems; error analysis technique; sensitivity analysis technique; simulation models interoperability; validation method; Analytical models; Error analysis; Input variables; Missiles; Performance analysis; Sensitivity analysis; Statistical analysis; Uncertainty;

fLanguage

English

Publisher

ieee

Conference_Titel

System Simulation and Scientific Computing, 2008. ICSC 2008. Asia Simulation Conference - 7th International Conference on

Conference_Location

Beijing

Print_ISBN

978-1-4244-1786-5

Electronic_ISBN

978-1-4244-1787-2

Type

conf

DOI

10.1109/ASC-ICSC.2008.4675488

Filename

4675488