Machine learning-based methods in structural reliability analysis: A review
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 …
engineering. However, an accurate SRA in most cases deals with complex and costly …
Random field modelling of spatial variability in concrete–a review
W Botte, E Vereecken, R Caspeele - Structure and Infrastructure …, 2023 - Taylor & Francis
Concrete is a heterogeneous material, consisting of different constituents such as
aggregates of different sizes and cement paste. Due to the heterogeneity of the concrete, its …
aggregates of different sizes and cement paste. Due to the heterogeneity of the concrete, its …
Reliability analysis and updating of deteriorating systems with dynamic Bayesian networks
J Luque, D Straub - Structural Safety, 2016 - Elsevier
To estimate and update the reliability of deteriorating structural systems with inspection and
monitoring results, we develop a modeling and computational framework based on dynamic …
monitoring results, we develop a modeling and computational framework based on dynamic …
Reliability analysis and updating of deteriorating systems with subset simulation
An efficient approach to reliability analysis of deteriorating structural systems is presented,
which considers stochastic dependence among element deterioration. Information on a …
which considers stochastic dependence among element deterioration. Information on a …
Fatigue damage assessment of orthotropic steel deck using dynamic Bayesian networks
Current health monitoring of orthotropic steel deck (OSD) subjected to fatigue damage
mainly relies on deterministic physical models and the field measurements through …
mainly relies on deterministic physical models and the field measurements through …
The effect of interference of corrosion pits on the failure probability of a reinforced concrete beam
Assuming given corrosion states this paper studies the effect of interference of corrosion pits
on adjacent rebars on the probability of bending failure of a corroded reinforced concrete …
on adjacent rebars on the probability of bending failure of a corroded reinforced concrete …
[HTML][HTML] On information value and decision analyses
This paper addresses value of information, structural health information, and decision
analyses in built environment engineering. Decision analyses are used for the joint …
analyses in built environment engineering. Decision analyses are used for the joint …
Bayesian decision analysis for the optimization of inspection and repair of spatially degrading concrete structures
E Vereecken, W Botte, G Lombaert, R Caspeele - Engineering Structures, 2020 - Elsevier
Pre-posterior analyses can be used to determine the value of information (VoI) of inspection
strategies. As such, decisions can be made on whether or not it is relevant to perform …
strategies. As such, decisions can be made on whether or not it is relevant to perform …
Uncertainty in building inspection and diagnosis: A probabilistic model quantification
In the field of building inspection and diagnosis, uncertainty is common and surveyors are
aware of it, although it is not easily measured. This research proposes a model to quantify …
aware of it, although it is not easily measured. This research proposes a model to quantify …
Detection and quantitative evaluation of elastic stress state of reinforcements in RC beams based on magnetic signal characteristics
Y Qu, H Zhang, J Zhou, K Tong, R Zhao… - Construction and Building …, 2022 - Elsevier
This study developed a method for detection and quantitative evaluation of the elastic stress
of the reinforcement in reinforced concrete (RC) beams. By combining the minimum energy …
of the reinforcement in reinforced concrete (RC) beams. By combining the minimum energy …