StructuresNet and FireNet: Benchmarking databases and machine learning algorithms in structural and fire engineering domains

MZ Naser, V Kodur, HT Thai, R Hawileh… - Journal of Building …, 2021 - Elsevier
Abstract Machine learning (ML) continues to rise as an effective and affordable method of
tackling engineering problems. Unlike other disciplines, the integration of ML into structural …

[HTML][HTML] Research progress on the fatigue performance of RC beams strengthened in flexure using Fiber Reinforced Polymers

F Oudah, R El-Hacha - Composites Part B: Engineering, 2013 - Elsevier
A comprehensive literature review on the fatigue performance of Reinforced Concrete (RC)
beams strengthened using Fiber Reinforced Polymers (FRP) reinforcement is presented in …

Low-cycle fatigue properties of bimetallic steel bars after exposure to elevated temperature

J Hua, F Wang, Z Yang, X Xue, L Huang… - Journal of Constructional …, 2021 - Elsevier
The BSB (bimetallic steel bar) has a broad application prospect in RC (reinforced concrete)
structures servicing in corrosive environment. To determine seismic resistance of RC …

Predicting tensile strength of spliced and non-spliced steel bars using machine learning-and regression-based methods

H Dabiri, A Kheyroddin, A Faramarzi - Construction and Building Materials, 2022 - Elsevier
Mechanical properties of steel reinforcement bars, which have a critical effect in the overall
performance of reinforced concrete (RC) structures, should be reported and assessed …

A comparison of EBSD based strain indicators for the study of Fe-3Si steel subjected to cyclic loading

C Schayes, J Bouquerel, JB Vogt, F Palleschi… - Materials …, 2016 - Elsevier
The current work aims at proposing an EBSD-based indicator for fatigue damage of a Fe-3Si
steel. At the same time direct observation of dislocation structures is provided by electron …

Corrosion fatigue and electrochemical behaviour of steel wires used in bridge cables

Z Liu, T Guo, X Yu, X Huang… - Fatigue & Fracture of …, 2021 - Wiley Online Library
In‐service bridge wires often fail prior to the design life subjected to alternating stresses and
environmental erosion. In this paper, a novel corrosion fatigue test device, integrating fatigue …

Microstructure analysis and low-cycle fatigue behavior of spray-formed Al–Li alloy 2195 extruded plate

Q Zhang, C Zhang, J Lin, G Zhao, L Chen… - Materials Science and …, 2019 - Elsevier
Microstructure and low-cycle fatigue behavior of spray-formed Al–Li alloy 2195 extruded
plate were investigated in this work. The spray-formed alloy after hot extrusion experiment …

Low cycle fatigue behavior and fatigue life prediction of 2195 Al-Li alloy at warm temperatures

Z MENG, C ZHANG, C WU, H ZHANG, C Liang… - … of Nonferrous Metals …, 2023 - Elsevier
The strain-controlled low cycle fatigue (LCF) tests were firstly carried out to investigate the
LCF behavior of the 2195 Al-Li alloy at warm temperatures (100 and 200° C). All initial and …

Fatigue life prediction for the reinforced concrete (RC) beams under the actions of chloride attack and fatigue

J Wu, J Xu, B Diao, L Jin, X Du - Engineering Structures, 2021 - Elsevier
Pitting corrosion of tensile steel bars, usually causes the failure of RC beams under the
actions of chloride attack and fatigue. Based on the Fick's 2nd law and Paris law, a fatigue …

[PDF][PDF] Q235, Q345 钢结构材料的低周疲劳性能

罗云蓉, 王清远, 刘永杰, 黄崇湘 - 四川大学学报(工程科学版), 2012 - researchgate.net
对Q235, Q345 钢的低周疲劳性能进行了研究. 采用轴向应变控制方法, 在岛津电液伺服疲劳
试验机上测定了2 种钢低周疲劳过程中的循环应力响应特征, 循环应力与应变的关系 …