DocumentCode :
3436896
Title :
Implementing Nataf transformation in a spreadsheet environment and application in reliability analysis
Author :
Hong-Shuang Li ; Siu-Kui Au
Author_Institution :
Key Lab. of Fundamental Sci. for Nat. Defense-Adv. Design Technol. of Flight Vehicles, Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
fYear :
2013
fDate :
15-18 July 2013
Firstpage :
483
Lastpage :
488
Abstract :
This paper presents a methodology for implementing Nataf transformation in a spreadsheet environment which is a widely used tool for generating correlated samples in reliability analysis. While the practicability of Nataf transformation has been demonstrated by numerous studies, this work emphasizes on the development of a systematic and user-friendly EXCEL Add-In. Combining with the recently developed subset simulation Add-In, it can be easily applied for reliability analysis problems with correlated random variables. A simple example is used to illustrate the performance of the proposed methodology.
Keywords :
software reliability; spreadsheet programs; user interfaces; Nataf transformation; reliability analysis; spreadsheet environment; user-friendly EXCEL add-in; Correlation; Jacobian matrices; Probability density function; Random variables; Reliability; Standards; Vectors; Add-In; Nataf transformation; correlated random variables; reliability; spreadsheet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE), 2013 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4799-1014-4
Type :
conf
DOI :
10.1109/QR2MSE.2013.6625628
Filename :
6625628
Link To Document :
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