Bayesian Reliability Assessment Based on Dirichlet Prior Information

被引：0

作者：

Su, Hongsheng ^{[1
]}

机构：

[1] Lanzhou Jiaotong Univ, Sch Automat & Elect Engn, Lanzhou 730070, Peoples R China

来源：

PROGRESS IN MEASUREMENT AND TESTING, PTS 1 AND 2 | 2010年 / 108-111卷

关键词：

Reliability assessment; Dirichlet distribution; Bayesian method; Prediction;

D O I：

10.4028/www.scientific.net/AMR.108-111.1147

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

To resolve the reliability assessment of the large-sized complex products under small samples, with the aid of the Dirichlet prior distribution and Bayesian theory, a new method is proposed in this paper. The method can fully apply Dirichlet prior information and test data to estimate the reliabilities of the products, and forecasting the success times during the products test. Compared other methods, it is simple, direct, solid, and high-effective. The investigations show that the method is quit handy and effective.

引用

页码：1147 / 1151

页数：5

共 50 条

[1] The Bayesian reliability growth models based on a new dirichlet prior distribution
Tao, Junyong
Ming, Zhimao
Chen, Xun
RELIABILITY, RISK AND SAFETY: THEORY AND APPLICATIONS VOLS 1-3, 2010, : 1707 - 1713
[2] Prior and Posterior Dirichlet Distributions on Bayesian Networks (BNs)
Saputro, Dewi Retno Sari
Widyaningsih, Purnami
Handayani, Feri
Kurdhi, Nughthoh Arfawi
STATISTICS AND ITS APPLICATIONS, 2017, 1827
[3] RELIABILITY ASSESSMENT OF ESCALATOR BASED ON BAYESIAN NETWORKS
Qian Wenxue
Xie Liyang
Yin Xiaowei
16TH ISSAT INTERNATIONAL CONFERENCE ON RELIABILITY AND QUALITY IN DESIGN, 2010, : 263 - +
[4] Bayesian Learning for Classification using a Uniform Dirichlet Prior
Rademacher, Paul
Doroslovacki, Milos
2019 7TH IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (IEEE GLOBALSIP), 2019,
[5] Bayesian reliability analysis using the Dirichlet prior distribution with emphasis on accelerated life testing run in random order
Somerville, IF
Dietrich, DL
Mazzuchi, TA
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 1997, 30 (07) : 4415 - 4423
[6] A Bayesian Networks Based Method for Ship Reliability Assessment
Wang, Hong Dong
Liang, Xiao Feng
Yi, Hong
Li, Dan
2016 46TH ANNUAL IEEE/IFIP INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND NETWORKS WORKSHOPS (DSN-W), 2016, : 25 - 30
[7] Compatibility between prior and likelihood distributions and weighting in Bayesian approach applied to reliability assessment
Guérin, F
Dumon, B
Usureau, E
APPLICATIONS OF STATISTICS AND PROBABILITY IN CIVIL ENGINEERING, VOLS 1 AND 2, 2003, : 155 - 162
[8] Influence of modeling choices and prior information on the Bayesian assessment of a reinforced concrete bridge
Vereecken, Eline
Botte, Wouter
Lombaert, Geert
Caspeele, Robby
STRUCTURAL CONCRETE, 2024, 25 (03) : 1713 - 1734
[9] Study on the Influence of Prior Reliability for Bayesian Estimation
Liu, Qi
PROCEEDINGS OF 2009 8TH INTERNATIONAL CONFERENCE ON RELIABILITY, MAINTAINABILITY AND SAFETY, VOLS I AND II: HIGHLY RELIABLE, EASY TO MAINTAIN AND READY TO SUPPORT, 2009, : 407 - 410
[10] Mutual Information based Bayesian Analysis of Power System Reliability
Khuntia, Swasti R.
Rueda, Jose L.
van der Meijden, Mart A. M. M.
2015 IEEE EINDHOVEN POWERTECH, 2015,

← 1 2 3 4 5 →