[HTML][HTML] Feature selection approach for failure mode detection of reinforced concrete bridge columns

NM Ali, AIB Farouk, SI Haruna, H Alanazi… - Case Studies in …, 2022 - Elsevier
… parameters for predicting the failure mode of the bridge column. … to predict the failure mode
of the reinforced concrete column … The present study aims to bridge the gap through a feature …

Development of a high-fidelity failure prediction system for reinforced concrete bridge columns using generative adversarial networks

TY Wu, RT Wu, PH Wang, TK Lin, KC Chang - Engineering Structures, 2023 - Elsevier
… In this study, a novel bridge column failure prediction … concrete bridge columns given the
information of the column design … Index (DI) of the column. Two network architectures and three …

Machine learning–based failure mode recognition of circular reinforced concrete bridge columns: Comparative study

S Mangalathu, JS Jeon - Journal of Structural Engineering, 2019 - ascelibrary.org
… the critical need of failure mode prediction for circular reinforced concrete bridge columns
by exploring the capabilities of machine learning methods. Three types of failure mode such as …

Dynamic responses and failure modes of bridge columns under vehicle collision

TV Do, TM Pham, H Hao - Engineering Structures, 2018 - Elsevier
… and failure modes of reinforced concrete bridge columns … of the column. The lateral impact
force considerably affects the … failure modes of the bridge column cannot be predicted by …

Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm

DC Feng, ZT Liu, XD Wang, ZM Jiang… - Advanced Engineering …, 2020 - Elsevier
… are key components in building structures and bridges, and it is greatly related with the …
/bridge. Normally, there exist three major failure modes (FMs) for RC columns, ie, flexure failure (…

Life-cycle seismic performance assessment of aging RC bridges considering multi-failure modes of bridge columns

JG Xu, ZK Cai, DC Feng - Engineering Structures, 2021 - Elsevier
… Although the FSI simulation failed to accurately predict the failure mode of the column,
comparing with flexural simulation, the FSI simulation can provide more close results to tests …

Seismic damage assessment of reinforced concrete bridge columns

TH Kim, KM Lee, YS Chung, HM Shin - Engineering Structures, 2005 - Elsevier
… based on the predicted hysteretic behavior of a reinforced concrete bridge column is defined…
the damage in reinforced concrete bridge columns sustained under earthquake loading. …

Bridge column maximum drift estimation via computer vision

D Lattanzi, GR Miller, MO Eberhard… - Journal of Computing …, 2016 - ascelibrary.org
… drift predictions for variations in camera position and relative scale. Lastly, the current study
is an analysis of bridge columns, … Given the strong correlation and predictive accuracy of the …

Inelastic performance of high-strength concrete bridge columns under earthquake loads

DJ Seong, TH Kim, MS Oh, HM Shin - Journal of Advanced Concrete …, 2011 - jstage.jst.go.jp
… was applied in predicting the seismic performance of various HSC columns tested in this …
analytically predicted hysteretic behavior, ductility level, and failure mode of the columns

Calibration and validation of analytical models for predicting the seismic and axial-load response of circular bridge columns

V Terzic, B Stojadinovic - Journal of Bridge Engineering, 2015 - ascelibrary.org
… models of typical circular bridge columns used in modern bridges in California, comprised
… validation of the finite-element model of a bridge column. The results of the quasi-static and …