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Bayesian Network Enhanced with Structural Reliability Methods: Application

delete2010-10-01
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OA
AI
D
Dániel Straub *
A
Armen Der Kiureghian
DOI:10.1061/(ASCE)EM.1943-7889.0000170delete
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摘要

摘要

En 中文
The enhanced Bayesian network (eBN) methodology described in the companion paper facilitates the assessment of reliability and risk of engineering systems when information about the system evolves in time. We present the application of the eBN: (I) to the assessment of the life-cycle reliability of a structural system; (2) to the optimization of a decision on performing measurements in that structural system; and (3) to the risk assessment of an infrastructure system subject to natural hazards and deterioration of constituent structures. In all applications, observations of system performances or the hazards are made at various points in time and the eBN efficiently includes these observations in the analysis to provide an updated probabilistic model of the system at all times.
Keyword:
Structural reliability
Bayesian analysis
Structural

期刊

Engineering Fracture Mechanics 封面图
Engineering Fracture Mechanics
IF:
5.3
论文数:
5.0K
被引数:
3.2W

机构

University of California System 封面图
University of California System
学者数:
37.7W
论文数: 33.8W
被引数: 6.6K
T
Technical University of Munich
学者数:
5.2W
论文数: 3.9W
被引数: 6.2W
引用论文

引用论文

Structural reliability software at the University of California, Berkeley
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PREAI
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errOAAI
errMichael J. Wasko; Kendy A. Pellegrene; Jeffry D. Madura; Christopher K. Surratt
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