Residual stress and distortion during quench hardening of steels: a review

A Samuel, KN Prabhu - Journal of Materials Engineering and Performance, 2022 - Springer
Quench hardening is a widely used heat treatment process for achieving better mechanical
properties in carbon steels. However, when high quench-sensitivity steel components …

[HTML][HTML] Modelling of thermal shrinkage of seamless steel pipes using artificial neural networks (ANN) focussing on the influence of the ANN architecture

R Langbauer, G Nunner, T Zmek, J Klarner… - Results in …, 2023 - Elsevier
This paper presents two main novel findings.(1) The first finding is the development of an
artificial neural network (ANN) model for thermal shrinkage of seamless steel pipes, which …

Soft computing methods used for the modelling and optimisation of Gas Metal Arc Welding: a review

K Pal, SK Pal - International Journal of Manufacturing …, 2011 - inderscienceonline.com
The quality of a weld primarily depends on the process parameters in any welding process.
The welding parameters influence the weld bead geometry and weld microstructure, which …

Three-dimensional thermal-stress analysis of transversely isotropic double-layer plate based on Green's function

Q Li, P Hou, S Shang, D Xu - International Journal of Mechanical Sciences, 2022 - Elsevier
Using the potential theory and the mirror-image method, the three-dimensional (3D) Green's
function solutions for a double-layer transversely isotropic thermoelastic plate with varying …

Artificial intelligent analyzer for mechanical properties of rolled steel bar by using neural networks

RC Hwang, YJ Chen, HC Huang - Expert Systems with Applications, 2010 - Elsevier
In this paper, an artificial intelligent (AI) analyzer for mechanical properties of rolled steel bar
by using neural networks was proposed. Based on the learning capability of neural network …

Simulation of thermal stresses in SiC–Al2O3 composite tritium penetration barrier by finite-element analysis

H Liu, J Tao, Y Gautreau, P Zhang, J Xu - Materials & Design, 2009 - Elsevier
Tritium penetration barrier (TPB) composed of Al2O3 and SiC on 316L stainless steel was
proposed to improve the tritium penetration resistance of the substrate in this work. At the …

Finite elements using neural networks and a posteriori error

A Oishi, G Yagawa - Archives of Computational Methods in Engineering, 2021 - Springer
As the finite element method requires many nodes or elements to obtain accurate results,
the adaptive finite element method has been developed to obtain better results with fewer …

Numerical simulation with thorough experimental validation to predict the build-up of residual stresses during quenching of carbon and low-alloy steels

EA Ariza, MA Martorano, NB de LIMA… - ISIJ …, 2014 - jstage.jst.go.jp
A mathematical model to calculate the build-up of residual stresses during quenching of
carbon (AISI 1045) and low-alloy (AISI 4140 and 4340) cylindrical steel bars is proposed …

Crown shape optimization for enhancing tire wear performance by ANN

JR Cho, SW Shin, WS Yoo - Computers & Structures, 2005 - Elsevier
Tire wear performance is influenced majorly by the distribution of contact pressure with
ground, and which is in turn dominated by the shape of tire tread called crown contour. So …

Multisensor-based monitoring of weld deposition and plate distortion for various torch angles in pulsed MIG welding

K Pal, S Bhattacharya, SK Pal - The International Journal of Advanced …, 2010 - Springer
Manufacturing companies often fail to maintain good weld quality due to poor arc stability
and distortion after welding. Weld quality can be improved by reducing the transverse …