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
… presented for FM classification and bearing capacity prediction of RC columns based on
the … structures and bridges, and it is greatly related with the overall safety of the structure/bridge. …

[HTML][HTML] Causes and statistical characteristics of bridge failures: A review

G Zhang, Y Liu, J Liu, S Lan, J Yang - Journal of Traffic and Transportation …, 2022 - Elsevier
… Secondly, this paper carries out the classification and definition of causes of bridge failures
… For example, overturning collapses of single column pier bridges often occurred in recent …

Failure mode identification of column base plate connection using data-driven machine learning techniques

MAB Kabir, AS Hasan, AHMM Billah - Engineering Structures, 2021 - Elsevier
… Further studies with detailed database are required to establish a more comprehensive
classification model to identify the failure mode of column base plate (CBP) connection. …

Deep-learning-based classification of point clouds for bridge inspection

H Kim, C Kim - Remote Sensing, 2020 - mdpi.com
… inspected damage to local areas but generally fail to identify whether this damage affects the
… PointNet also could not classify the abutments and the columns (Figure 7a). The PointNet …

Quantification of the Seismic Resilience of Bridge Classes

D Forcellini - Journal of Infrastructure Systems, 2024 - ascelibrary.org
… could lead to a bridge failure. Safi et al. (2013) analyzed the Swedish bridge and tunnel …
In particular, yielding-pier bridges consist of systems in which the columns are connected …

Shear strength and cracking mechanism of precast bridge columns with grouted sleeve connections

Q Han, X Li, K Xu, Y Lu, X Du, Z Wang - Engineering Structures, 2021 - Elsevier
… Since shear failure of bridge columns is normally sudden and brittle, the consequence of …
resistance design of bridge columns. These design methods can be roughly classified into five …

Failure mode prediction of reinforced concrete columns using machine learning methods

H Naderpour, M Mirrashid, P Parsa - Engineering Structures, 2021 - Elsevier
… to classify failure modes in reinforced concrete columns. For this … to determine the failure
mode of the columns. The variables … in the behavior of the building frames and highway bridges. …

Damage detection and quantification in deck type arch bridges using vibration based methods and artificial neural networks

N Jayasundara, DP Thambiratnam, THT Chan… - Engineering Failure …, 2020 - Elsevier
column and for all 10 columns at one side of the bridge. … columns in the Cold Canyon Bridge
as it is symmetrical about its longitudinal axis and hence columns on one side of the bridge

Lessons learnt from bridge collapse: A view of sustainable management

JS Tan, K Elbaz, ZF Wang, JS Shen, J Chen - Sustainability, 2020 - mdpi.com
… causes of the Zijin Bridge collapse and further classify the failure causes qualitatively. SEA
… be applied to the vulnerable parts of bridge arch feet, bridge columns, pier connections, etc. …

The Italian guidelines on risk classification and management of bridges: Applications and remarks on large scale risk assessments

G Santarsiero, A Masi, V Picciano, A Digrisolo - Infrastructures, 2021 - mdpi.com
bridge failures, among which include the Morandi bridge in 2018, specific guidelines on risk
classification and management, safety assessment and monitoring of existing bridges have …