Probabilistic estimation of flexural loading capacity of existing RC structures based on observational corrosion-induced crack width distribution using machine learning
Corrosion-induced crack width can provide effective information on the deterioration level of
in situ corroded reinforced concrete (RC) structures. However, the uncertainty associated …
in situ corroded reinforced concrete (RC) structures. However, the uncertainty associated …
A novel combined experimental-machine learning approach to estimate the probabilistic capacity of RC beams with spatially correlated rebar corrosion in transverse …
S Srivaranun, M Akiyama, T Yamada… - Engineering …, 2023 - Elsevier
Chloride-induced corrosion of tensile rebars in reinforced concrete (RC) structures causes
cracking in the concrete surface along corroded rebars. The width of these cracks could …
cracking in the concrete surface along corroded rebars. The width of these cracks could …
Assessment of the structural performance of corrosion-affected RC members based on experimental study and probabilistic modeling
The severity of damage due to corrosion on reinforced concrete (RC) structures primarily
depends on the magnitude and location of the steel corrosion. A finite element (FE) method …
depends on the magnitude and location of the steel corrosion. A finite element (FE) method …
Reliability estimation of corroded RC structures based on spatial variability using experimental evidence, probabilistic analysis and finite element method
Corrosion of steel reinforcement is spatially distributed over RC structures due to several
factors such as different environmental exposure, concrete cover, and concrete quality …
factors such as different environmental exposure, concrete cover, and concrete quality …
Corrosion cracking prediction updating of deteriorating RC structures using inspection information
Q Suo, MG Stewart - Reliability engineering & system safety, 2009 - Elsevier
It is well known that the corrosion-induced cracking of reinforced concrete (RC) structures
varies in time and space due to the inherent spatial variability of concrete cover, concrete …
varies in time and space due to the inherent spatial variability of concrete cover, concrete …
Probabilistic prediction with Bayesian updating for strength degradation of RC bridge beams
A probabilistic prediction framework of corrosion-induced strength degradation for flexural
beams is proposed in this paper. The proposed framework considers both ductile and brittle …
beams is proposed in this paper. The proposed framework considers both ductile and brittle …
Corrosion non-uniformity of steel bars and reliability of corroded RC beams
To study the non-uniform distribution of cross-sectional areas and mechanical properties of
corroded steel bars under a chloride environment, 19 concrete slabs embedded with steel …
corroded steel bars under a chloride environment, 19 concrete slabs embedded with steel …
Probabilistic evaluation method for corrosion risk of steel reinforcement based on concrete resistivity
B Yu, J Liu, Z Chen - Construction and Building Materials, 2017 - Elsevier
In order to overcome the disadvantages of traditional deterministic methods, a probabilistic
evaluation method to assess the corrosion risk of steel reinforcement in concrete was …
evaluation method to assess the corrosion risk of steel reinforcement in concrete was …
Updating the seismic reliability of existing RC structures in a marine environment by incorporating the spatial steel corrosion distribution: Application to bridge piers
Y Thanapol, M Akiyama… - Journal of Bridge …, 2016 - ascelibrary.org
Although several models are available for evaluating the structural performance of corroded
reinforced concrete (RC) structures, seismic reliability assessments considering the effect of …
reinforced concrete (RC) structures, seismic reliability assessments considering the effect of …
Random field-based reliability updating framework for existing RC structures incorporating the effect of spatial steel corrosion distribution
S Srivaranun, M Akiyama, K Masuda… - Structure and …, 2022 - Taylor & Francis
In recent years, interest in the effect of the spatial variability associated with steel corrosion
on the safety and reliability of reinforced concrete (RC) structures in harsh environments has …
on the safety and reliability of reinforced concrete (RC) structures in harsh environments has …