[HTML][HTML] Research and application of machine learning for additive manufacturing

J Qin, F Hu, Y Liu, P Witherell, CCL Wang… - Additive …, 2022 - Elsevier
Additive manufacturing (AM) is poised to bring a revolution due to its unique production
paradigm. It offers the prospect of mass customization, flexible production, on-demand and …

When AI meets additive manufacturing: Challenges and emerging opportunities for human-centered products development

C Liu, W Tian, C Kan - Journal of Manufacturing Systems, 2022 - Elsevier
Nowadays, additive manufacturing (AM) has been increasingly leveraged to produce human-
centered products, such as orthoses and prostheses as well as therapeutic helmets, finger …

[HTML][HTML] The effect of six key process control parameters on the surface roughness, dimensional accuracy, and porosity in material extrusion 3D printing of polylactic …

N Vidakis, C David, M Petousis, D Sagris… - Advances in Industrial …, 2022 - Elsevier
In the material extrusion (MEX) Additive Manufacturing (AM) technology, the layer-by-layer
nature of the fabricated parts, induces specific features which affect their quality and may …

Optimization of key quality indicators in material extrusion 3D printing of acrylonitrile butadiene styrene: The impact of critical process control parameters on the …

N Vidakis, C David, M Petousis, D Sagris… - Materials Today …, 2023 - Elsevier
Additive Manufacturing (AM) has been increasingly used as a cost-effective manufacturing
process, owing to its unique advantages, such as high flexibility and the unlimited capacity …

Technology selection in green supply chains-the effects of additive and traditional manufacturing

M Rinaldi, M Caterino, M Fera, P Manco… - Journal of Cleaner …, 2021 - Elsevier
In recent years, the concept of sustainability is emerging as one of the main concerns in
modern society. In this context, industrial production processes are changing thanks to the …

In-situ point cloud fusion for layer-wise monitoring of additive manufacturing

Z Ye, C Liu, W Tian, C Kan - Journal of Manufacturing Systems, 2021 - Elsevier
Additive manufacturing (AM) has received an increasing attention in the manufacturing
sector, owing to its high-level design freedom and enhanced capability to produce parts with …

[HTML][HTML] A review of machine learning (ML) and explainable artificial intelligence (XAI) methods in additive manufacturing (3D printing)

J Ukwaththa, S Herath, DPP Meddage - Materials Today Communications, 2024 - Elsevier
Additive Manufacturing (AM)(known as 3D printing) has modernised traditional
manufacturing processes by enabling the layer-by-layer fabrication of complex geometries …

[HTML][HTML] A design optimization framework for 3D printed lattice structures

WR Jerin, SJ Park, SK Moon - International Journal of Precision …, 2023 - ijpem-st.org
Additive manufacturing (AM) is gaining momentum from being considered a rapid
prototyping tool to final part fabrications. Common uses of AM largely include the fabrication …

Multi-objective process parameters optimization of SLM using the ensemble of metamodels

J Li, J Hu, L Cao, S Wang, H Liu, Q Zhou - Journal of Manufacturing …, 2021 - Elsevier
Selective laser melting (SLM) is one of the most common additive manufacturing (AM)
technologies that shows great potential for intelligent and clean manufacturing. The process …

Mechanical performance over energy expenditure in MEX 3D printing of polycarbonate: a multiparametric optimization with the aid of robust experimental design

N Vidakis, M Petousis, CN David, D Sagris… - … of Manufacturing and …, 2023 - mdpi.com
Sustainability and energy efficiency of additive manufacturing (AM) is an up-to-date
industrial request. Likewise, the claim for 3D-printed parts with capable mechanical strength …