High deposition rate powder-and wire-based laser directed energy deposition of metallic materials: A review
High deposition rate laser directed energy deposition (HDR-DED) technology, including
powder-and wire-based laser directed energy deposition, has emerged recently to fulfil the …
powder-and wire-based laser directed energy deposition, has emerged recently to fulfil the …
[HTML][HTML] Holistic computational design within additive manufacturing through topology optimization combined with multiphysics multi-scale materials and process …
Additive manufacturing (AM) processes have proven to be a perfect match for topology
optimization (TO), as they are able to realize sophisticated geometries in a unique layer-by …
optimization (TO), as they are able to realize sophisticated geometries in a unique layer-by …
In-situ crack and keyhole pore detection in laser directed energy deposition through acoustic signal and deep learning
Cracks and keyhole pores are detrimental defects in alloys produced by laser directed
energy deposition (LDED). Laser-material interaction sound may hold information about …
energy deposition (LDED). Laser-material interaction sound may hold information about …
Multisensor fusion-based digital twin for localized quality prediction in robotic laser-directed energy deposition
Early detection of defects, such as keyhole pores and cracks is crucial in laser-directed
energy deposition (L-DED) additive manufacturing (AM) to prevent build failures. However …
energy deposition (L-DED) additive manufacturing (AM) to prevent build failures. However …
On the application of in-situ monitoring systems and machine learning algorithms for developing quality assurance platforms in laser powder bed fusion: A review
Laser powder bed fusion (LPBF) is one class of metal additive manufacturing (AM) used to
fabricate high-quality complex-shape components. This technology has significantly …
fabricate high-quality complex-shape components. This technology has significantly …
[HTML][HTML] Optimizing in-situ monitoring for laser powder bed fusion process: Deciphering acoustic emission and sensor sensitivity with explainable machine learning
Abstract Metal-based Laser Powder Bed Fusion (LPBF) has made fabricating intricate
components easier. Yet, assessing part quality is inefficient, relying on costly Computed …
components easier. Yet, assessing part quality is inefficient, relying on costly Computed …
Harmonizing sound and light: X-ray imaging unveils acoustic signatures of stochastic inter-regime instabilities during laser melting
Laser powder bed fusion (LPBF) is a metal additive manufacturing technique involving
complex interplays between vapor, liquid, and solid phases. Despite LPBF's advantageous …
complex interplays between vapor, liquid, and solid phases. Despite LPBF's advantageous …
[HTML][HTML] Healing of keyhole porosity by means of defocused laser beam remelting: Operando observation by X-ray imaging and acoustic emission-based detection
C de Formanoir, MH Nasab, L Schlenger… - Additive …, 2024 - Elsevier
One of the remaining challenges in Laser Powder Bed Fusion (LPBF) of metals is the control
of the formation of keyhole pores, resulting from a local excessive energy input during …
of the formation of keyhole pores, resulting from a local excessive energy input during …
Scalable in situ non-destructive evaluation of additively manufactured components using process monitoring, sensor fusion, and machine learning
Abstract Laser Powder Bed Fusion (L-PBF) Additive Manufacturing (AM) is among the metal
3D printing technologies most broadly adopted by the manufacturing industry. However, the …
3D printing technologies most broadly adopted by the manufacturing industry. However, the …
[HTML][HTML] Anomaly detection in laser powder bed fusion using machine learning: A review
Abstract Metal Additive Manufacturing (MAM) applications are growing rapidly in high-tech
industries such as biomedical and aerospace, and in many other industries including …
industries such as biomedical and aerospace, and in many other industries including …