Perspectives of using machine learning in laser powder bed fusion for metal additive manufacturing
The adoption of laser powder bed fusion (L-PBF) for metals by the industry has been limited
despite the significant progress made in the development of the process chain. One of the …
despite the significant progress made in the development of the process chain. One of the …
Modeling and simulation of microstructure evolution for additive manufacturing of metals: a critical review
Beam-based additive manufacturing (AM) of metallic components is characterized by
extreme process conditions. The component forms in a line-by-line and layer-by-layer …
extreme process conditions. The component forms in a line-by-line and layer-by-layer …
[HTML][HTML] Understanding the mechanism of columnar–to-equiaxed transition and grain refinement in additively manufactured steel during laser powder bed fusion
Controlling the columnar-to-equiaxed transition (CET) is one of the key mechanisms to
design microstructures in additively manufactured metals. Nanoparticles are effective sites …
design microstructures in additively manufactured metals. Nanoparticles are effective sites …
The development of grain structure during additive manufacturing
AF Chadwick, PW Voorhees - Acta Materialia, 2021 - Elsevier
Additive manufacturing of structural alloys results in the formation of complex
microstructures, often with long, columnar grains that grow epitaxially from existing grains. A …
microstructures, often with long, columnar grains that grow epitaxially from existing grains. A …
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 …
modelling and data-driven methods in the Additive manufacturing (AM) of metallic materials …
Additive manufacturing of titanium alloys via selective laser melting: fabrication, microstructure, post-processing, performance and prospect
J Lu, L Zhuo - International Journal of Refractory Metals and Hard …, 2023 - Elsevier
Growing maturity of SLM has enabled the use of rapid manufacturing technology on hard-to-
machine Ti alloys. In this review, selective laser melted titanium alloys are reviewed based …
machine Ti alloys. In this review, selective laser melted titanium alloys are reviewed based …
Ongoing challenges of laser-based powder bed fusion processing of Al alloys and potential solutions from the literature—A review
Their high strength-to-weight ratio, good corrosion resistance and excellent thermal and
electrical conductivity have exponentially increased the interest in aluminium alloys in the …
electrical conductivity have exponentially increased the interest in aluminium alloys in the …
[HTML][HTML] Towards a process-structure model for Ti-6Al-4V during additive manufacturing
This paper presents the development of an integrated approach for microstructure prediction
in laser beam powder bed fusion (PBF-LB) manufacturing of Ti-6Al-4V, primarily focused on …
in laser beam powder bed fusion (PBF-LB) manufacturing of Ti-6Al-4V, primarily focused on …
[HTML][HTML] Dislocation density in cellular rapid solidification using phase field modeling and crystal plasticity
A coupled phase field and crystal plasticity model is established to analyze formation of
dislocation structures and residual stresses during rapid solidification of additively …
dislocation structures and residual stresses during rapid solidification of additively …
[HTML][HTML] Toward multiscale simulations of tailored microstructure formation in metal additive manufacturing
Much of the latent promise of metal additive manufacturing (AM) rests in the potential for
controlled creation of spatially tailored microstructures, designed to optimize key build-scale …
controlled creation of spatially tailored microstructures, designed to optimize key build-scale …