Multimaterial powder bed fusion techniques

M Mehrpouya, D Tuma, T Vaneker… - Rapid prototyping …, 2022 - emerald.com
Purpose This study aims to provide a comprehensive overview of the current state of the art
in powder bed fusion (PBF) techniques for additive manufacturing of multiple materials. It …

Understanding laser-metal interaction in selective laser melting additive manufacturing through numerical modelling and simulation: a review

A Bouabbou, S Vaudreuil - Virtual and Physical Prototyping, 2022 - Taylor & Francis
Selective laser melting (SLM) is the most used and versatile technique for additively
manufactured metallic parts. Due to its unique flexibility in enabling the fabrication of …

MeltpoolNet: Melt pool characteristic prediction in Metal Additive Manufacturing using machine learning

P Akbari, F Ogoke, NY Kao, K Meidani, CY Yeh… - Additive …, 2022 - Elsevier
Characterizing melt pool shape and geometry is essential in Metal Additive Manufacturing
(MAM) to control the printing process, and avoid defects. Predicting melt pool flaws based on …

[HTML][HTML] An adaptive smoothed particle hydrodynamics (SPH) scheme for efficient melt pool simulations in additive manufacturing

C Lüthi, M Afrasiabi, M Bambach - Computers & Mathematics with …, 2023 - Elsevier
Smoothed particle hydrodynamics (SPH) is a well-developed mesh-free method that has
proven highly efficient for mesoscopic additive manufacturing (AM) simulations …

Density prediction in powder bed fusion additive manufacturing: machine learning-based techniques

M Gor, A Dobriyal, V Wankhede, P Sahlot, K Grzelak… - Applied Sciences, 2022 - mdpi.com
Machine learning (ML) is one of the artificial intelligence tools which uses past data to learn
the relationship between input and output and helps to predict future trends. Powder bed …

Review of quality issues and mitigation strategies for metal powder bed fusion

JM Ravalji, SJ Raval - Rapid Prototyping Journal, 2022 - emerald.com
Purpose Selective laser melting and electron beam melting processes are well-known for
the additive manufacturing of metal parts. Metal powder bed fusion (MPBF) is a common …

SPH modeling and investigation of cold spray additive manufacturing with multi-layer multi-track powders

Z Zhang, C Shu, MSU Khalid, Y Liu, Z Yuan… - Journal of Manufacturing …, 2022 - Elsevier
Cold spray (CS), as a new solid-state additive manufacturing technique, involves complex
phenomena like high-speed impacting of micro-powders, large material deformations …

On the impact of additive manufacturing processes complexity on modelling

P Stavropoulos, P Foteinopoulos… - Applied Sciences, 2021 - mdpi.com
The interest in additive manufacturing (AM) processes is constantly increasing due to the
many advantages they offer. To this end, a variety of modelling techniques for the plethora of …

Digitisation of metal AM for part microstructure and property control

MN Dogu, E McCarthy, R McCann, V Mahato… - International Journal of …, 2022 - Springer
Metal additive manufacturing, which uses a layer-by-layer approach to fabricate parts, has
many potential advantages over conventional techniques, including the ability to produced …

[HTML][HTML] An improved thermal model for SPH metal cutting simulations on GPU

M Afrasiabi, H Klippel, M Röthlin, K Wegener - Applied Mathematical …, 2021 - Elsevier
This paper presents the first application of a higher-order Smoothed Particle Hydrodynamics
(SPH) method to the thermal modeling of metal cutting problems. With this application, the …