Machine learning-based methods in structural reliability analysis: A review

SS Afshari, F Enayatollahi, X Xu, X Liang - Reliability Engineering & System …, 2022 - Elsevier
Structural Reliability analysis (SRA) is one of the prominent fields in civil and mechanical
engineering. However, an accurate SRA in most cases deals with complex and costly …

Applications of Bayesian networks and Petri nets in safety, reliability, and risk assessments: A review

S Kabir, Y Papadopoulos - Safety science, 2019 - Elsevier
Abstract System safety, reliability and risk analysis are important tasks that are performed
throughout the system life-cycle to ensure the dependability of safety-critical systems …

Application of Bayesian networks in reliability evaluation

B Cai, X Kong, Y Liu, J Lin, X Yuan… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The Bayesian network (BN) is a powerful model for probabilistic knowledge representation
and inference and is increasingly used in the field of reliability evaluation. This paper …

A three-stage resilience analysis framework for urban infrastructure systems

M Ouyang, L Dueñas-Osorio, X Min - Structural safety, 2012 - Elsevier
This paper proposes a new multi-stage framework to analyze infrastructure resilience. For
each stage, a series of resilience-based improvement strategies are highlighted and …

Imprecise probabilities in engineering analyses

M Beer, S Ferson, V Kreinovich - Mechanical systems and signal …, 2013 - Elsevier
Probabilistic uncertainty and imprecision in structural parameters and in environmental
conditions and loads are challenging phenomena in engineering analyses. They require …

Bayesian updating with structural reliability methods

D Straub, I Papaioannou - Journal of Engineering Mechanics, 2015 - ascelibrary.org
Bayesian updating is a powerful method to learn and calibrate models with data and
observations. Because of the difficulties involved in computing the high-dimensional …

[图书][B] Dam failure mechanisms and risk assessment

L Zhang, M Peng, D Chang, Y Xu - 2016 - books.google.com
This book integrates the physical processes of dam breaching and the mathematical aspects
of risk assessment in a concise manner• The first book that introduces the causes, processes …

[图书][B] Risk and reliability analysis

P Gardoni - 2017 - Springer
Natural and anthropogenic hazards pose significant risks to individuals and communities.
Over the past few decades, risk and reliability analysis have gone from a specialty topic to a …

A state-of-the-art review of bridge inspection planning: Current situation and future needs

AM Abdallah, RA Atadero, ME Ozbek - Journal of Bridge …, 2022 - ascelibrary.org
Inspections are important to ensuring adequate safety and performance of a bridge
throughout its service life. Bridge inspections are highly connected with maintenance …

Assessing the value of information for long-term structural health monitoring

M Pozzi, A Der Kiureghian - Health monitoring of structural …, 2011 - spiedigitallibrary.org
In the field of Structural Health Monitoring, tests and sensing systems are intended as tools
providing diagnoses, which allow the operator of the facility to develop an efficient …