DocumentCode
3495912
Title
An Engineering Approach for Bayes Reliability Assessment of Avionic Device
Author
Yin Zong-run ; Mu Xiao-dong ; Zhao Peng
Author_Institution
Dept. of Comput. Sci. & Technol., Xi´an Res. Inst. of Hi-Tech Hongqing Town, Xian
Volume
1
fYear
2009
fDate
7-8 March 2009
Firstpage
349
Lastpage
351
Abstract
This paper studies the computation problem of Bayesian method in reliability assessment of avionic device, an engineering approach for Bayesian reliability analysis in the 2-parameter Weibull distribution is proposed to the issue. The prior distribution of failure probability is built according to the engineering experiences, based on the distribution, this approach allows constructing the joint prior distribution of Weibull parameters through random sampling as well as ascertaining the prior estimates of the mean and standard deviation at any given point, then random sampling is adopted again to obtain the joint posterior distribution of the parameters. A practical example is given as an illustration. Result shows that, this approach can simplify computation in practical applications, and it provides great reference values for later use.
Keywords
Bayes methods; Weibull distribution; avionics; reliability; 2-parameter Weibull distribution; Bayes reliability assessment; Bayesian method; Bayesian reliability analysis; Weibull parameters; avionic device; failure probability; joint posterior distribution; random sampling; Aerospace electronics; Bayesian methods; Computer science; Educational technology; Electronic equipment; Electronic equipment testing; Reliability engineering; Sampling methods; Shape; Weibull distribution; Bayesian method; Weibull distribution; joint distribution; reliability;
fLanguage
English
Publisher
ieee
Conference_Titel
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location
Wuhan, Hubei
Print_ISBN
978-1-4244-3581-4
Type
conf
DOI
10.1109/ETCS.2009.87
Filename
4958790
Link To Document