2009Acta ArmamentariiRequires access

E-Bayesian Estimation Method of Parameter and Its Applications in Reliability Engineering

Han Ming

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Abstract

A evaluation method of reliability of industrial products needs to be improved effectively with the advance of science and technology.E-Bayesian estimation method of parameter estimation in reliability engineering was proposed.Based on the definition of E-Bayesian estimation of the failure probability,the formulas of E-Bayesian estimation and hierarchical Bayesian estimation of the failure probability were provided,and the characteristic of the E-Bayesian estimation,i.e.the relation between E-Bayesian estimation and hierarchical Bayesian estimation,was discussed.The calculated results by the practical problem show that the proposed E-Bayesian estimation method is feasible,and convenient in engineering application.

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What this paper is about

A evaluation method of reliability of industrial products needs to be improved effectively with the advance of science and technology.E-Bayesian estimation method of parameter estimation in reliability engineering was proposed.Based on the definition of E-Bayesian estimation of the failure probability,the formulas of E-Bayesian estimation and hierarchical Bayesian estimation of the failure probability were provided,and the characteristic of the E-Bayesian estimation,i.e.the relation between E-Bayesian estimation and hierarchical Bayesian estimation,was discussed.The calculated results by the practical problem show that the proposed E-Bayesian estimation method is feasible,and convenient in engineering application.

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Available abstract

A evaluation method of reliability of industrial products needs to be improved effectively with the advance of science and technology.E-Bayesian estimation method of parameter estimation in reliability engineering was proposed.Based on the definition of E-Bayesian estimation of the failure probability,the formulas of E-Bayesian estimation and hierarchical Bayesian estimation of the failure probability were provided,and the characteristic of the E-Bayesian estimation,i.e.the relation between E-Bayesian estimation and hierarchical Bayesian estimation,was discussed.The calculated results by the practical problem show that the proposed E-Bayesian estimation method is feasible,and convenient in engineering application.

Key concepts: Bayesian probability, Bayes estimator, Bayesian hierarchical modeling, Bayesian average, Estimation, Bayesian linear regression, Reliability (semiconductor), Computer science

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