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 …
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 …
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 …
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 …
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 …
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 …
Metal additive manufacturing (AM) has become a predominant process for manufacturing complex metal parts. However, research on controlling the geometric tolerances of the metal …
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 …
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 …