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
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;
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
DOI :
10.1109/ETCS.2009.87