Review on the modelling of joint behaviour in steel frames

C Díaz, P Martí, M Victoria, OM Querin - Journal of constructional steel …, 2011 - Elsevier
Steel portal frames were traditionally designed assuming that beam-to-column joints are
ideally pinned or fully rigid. This simplifies the analysis and structural design processes, but …

Optimization of artificial intelligence system by evolutionary algorithm for prediction of axial capacity of rectangular concrete filled steel tubes under compression

HQ Nguyen, HB Ly, VQ Tran, TA Nguyen, TT Le… - Materials, 2020 - mdpi.com
Concrete filled steel tubes (CFSTs) show advantageous applications in the field of
construction, especially for a high axial load capacity. The challenge in using such structure …

Developing a library of shear walls database and the neural network based predictive meta-model

MJ Moradi, MA Hariri-Ardebili - Applied Sciences, 2019 - mdpi.com
There is a large amount of useful information from past experimental tests, which are usually
ignored in test-setup for the new ones. Variation of assumptions, materials, test procedures …

Revealing the nonlinear behavior of steel flush endplate connections using ANN-based hybrid models

VL Tran, JK Kim - Journal of Building Engineering, 2022 - Elsevier
Connections are crucial zones in steel buildings since they provide interaction between
principal structural components (ie, beams, columns) and provide stability to the entire …

A review of the t-stub components for the analysis of bolted moment joints

GJ Berrospi Aquino, AM Gómez Amador… - Applied Sciences, 2021 - mdpi.com
The analytical method for the calculation of the properties of a bolted joint established by the
structural Eurocodes proposes the T-stub as a component for the characterization of the …

Artificial neural network and regressed beam-column connection explicit mathematical moment-rotation expressions

ABH Kueh - Journal of Building Engineering, 2021 - Elsevier
Steel flush endplate beam-column connections behavior is commonly described by the
moment-rotation, M-φ, relationship, which is characterized by two essential terms; resistant …

Direct prediction method for semi-rigid behavior of K-joint in transmission towers based on surrogate model

Z Tang, Z Li, T Wang - … Journal of Structural Stability and Dynamics, 2023 - World Scientific
The assembled tube-gusset K-joint by bolts is a commonly used connection form in steel
tubular transmission towers. At present, main existing research or design codes for steel …

Rapid prediction of the ultimate moment of flush endplate connections at elevated temperatures through an artificial neural network

VL Tran, SE Kim - Expert Systems with Applications, 2022 - Elsevier
Steel connections are vulnerable structural components, and their failure can lead to the
collapse of the whole structure in a fire. Hence, it is crucial to predict the connection …

Semi-Rigid connections in steel structures State-of-the-Art report on modelling, analysis and design

H Çelik, G Şakar - Steel and Composite Structures, 2022 - avesis.deu.edu.tr
In the structural analysis of steel frames, joints are generally considered as rigid or hinged
considering their momenttransfer ability. However, the first studies conducted with the …

Shear strength prediction and failure mode identification of beam–column joints using BPNN, RBFNN, and GRNN

J Zhang, X Zhao, Y Gao, W Guo, Y Zhai - Arabian Journal for Science and …, 2023 - Springer
Beam–column joints are critical members of reinforced concrete frames, the failure of which
may induce the collapse of structures under earthquake action. The design equations in …