Computational modelling of process–structure–property–performance relationships in metal additive manufacturing: a review

SM Hashemi, S Parvizi… - International …, 2022 - journals.sagepub.com
In the current review, an exceptional view on the multi-scale integrated computational
modelling and data-driven methods in the Additive manufacturing (AM) of metallic materials …

State-of-the-art review of machine learning applications in additive manufacturing; from design to manufacturing and property control

GK Sarkon, B Safaei, MS Kenevisi, S Arman… - … Methods in Engineering, 2022 - Springer
In this review, some of the latest applicable methods of machine learning (ML) in additive
manufacturing (AM) have been presented and the classification of the most common ML …

Feedforward control of thermal history in laser powder bed fusion: Toward physics-based optimization of processing parameters

A Riensche, BD Bevans, Z Smoqi, R Yavari… - Materials & Design, 2022 - Elsevier
We developed and applied a model-driven feedforward control approach to mitigate thermal-
induced flaw formation in laser powder bed fusion (LPBF) additive manufacturing process …

Experimental validation of thermo-mechanical part-scale modeling for laser powder bed fusion processes

M Gouge, E Denlinger, J Irwin, C Li, P Michaleris - Additive Manufacturing, 2019 - Elsevier
Numerical simulation has been posited as a key tool to reduce the unwanted distortion
which occurs during laser powder bed fusion additive manufacturing, yet the scale and …

[HTML][HTML] Effect of processing parameters and thermal history on microstructure evolution and functional properties in laser powder bed fusion of 316L

K Deshmukh, A Riensche, B Bevans, RJ Lane… - Materials & Design, 2024 - Elsevier
In this paper, we explain and quantify the causal effect of processing parameters and part-
scale thermal history on the evolution of microstructure and mechanical properties in the …

Measurement and mitigation of residual stress in wire-arc additive manufacturing: A review of macro-scale continuum modelling approach

S Srivastava, RK Garg, VS Sharma… - Archives of Computational …, 2021 - Springer
Wire-arc additive manufacturing (WAAM) has recently attracted researchers to produce
metal components with a high-deposition rate. Many researchers are trying to establish the …

Simulation and validation of residual deformations in additive manufacturing of metal parts

T Mayer, G Brändle, A Schönenberger, R Eberlein - Heliyon, 2020 - cell.com
Selective laser melting (SLM) is gaining increasing relevance in industry. Residual
deformations and internal stresses caused by the repeated layerwise melting of the metal …

[HTML][HTML] Geometric tolerance and manufacturing assemblability estimation of metal additive manufacturing (AM) processes

BS Rupal, N Anwer, M Secanell, AJ Qureshi - Materials & Design, 2020 - Elsevier
Metal additive manufacturing (AM) has become a predominant process for manufacturing
complex metal parts. However, research on controlling the geometric tolerances of the metal …

Effects of printing parameters on 4D-printed PLA actuators

YS Alshebly, M Nafea - Smart Materials and Structures, 2023 - iopscience.iop.org
Controlling the printing parameters of four-dimensional (4D) printed actuators can be used
to set the internal strain of the actuators. This approach can be utilised when using the fused …

Effect of metal additive manufacturing residual stress on post-process machining-induced stress and distortion

S Sunny, R Mathews, G Gleason, A Malik… - International Journal of …, 2021 - Elsevier
This work represents the first investigation into the influence of residual stress (RS) from
powder-based metal additive manufacturing (AM) on the post-process machining-induced …