State-of-the-art review of machine learning applications in additive manufacturing; from design to manufacturing and property control

GK Sarkon, B Safaei, MS Kenevisi, S Arman… - … Methods in Engineering, 2022 - Springer
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 …

[HTML][HTML] Big data, machine learning, and digital twin assisted additive manufacturing: A review

L Jin, X Zhai, K Wang, K Zhang, D Wu, A Nazir, J Jiang… - Materials & Design, 2024 - Elsevier
Additive manufacturing (AM) has undergone significant development over the past decades,
resulting in vast amounts of data that carry valuable information. Numerous research studies …

3D printing towards implementing Industry 4.0: sustainability aspects, barriers and challenges

A Malik, MIU Haq, A Raina, K Gupta - Industrial Robot: the …, 2022 - emerald.com
Purpose Environmental degradation has emerged as one of the major limitations of
industrial revolution and has led to an increased focus towards developing sustainable …

[HTML][HTML] Influence of 3D-printed TPU properties for the design of elastic products

L Rodríguez-Parada, S de la Rosa, PF Mayuet - Polymers, 2021 - mdpi.com
The design of products with elastic properties is a paradigm for design engineers because
the properties of the material define the correct functionality of the product. Fused filament …

[HTML][HTML] A novel of hybrid laminates additively manufactured via material extrusion–vat photopolymerization

MA Muflikhun, M Syahril, A Mamba'udin… - Journal of Engineering …, 2023 - Elsevier
The hybrid manufacturing process of fused deposition modeling (FDM) based material
extrusion (ME) and liquid crystal display (LCD) based vat photopolymerization (VP) and its …

Classification of 3D printing methods

J Izdebska-Podsiadły - Polymers for 3D printing, 2022 - Elsevier
The chapter describes the commonly used classification of additive manufacturing (AM)
processes described in the International Standard ISO/ASTM 52900, the classification …

[HTML][HTML] Current and prospective applications of 3D printing in cosmetics: A literature review

Y Jiao, M Stevic, A Buanz, MJ Uddin, S Tamburic - Cosmetics, 2022 - mdpi.com
3D printing (3DP) is a manufacturing technology that produces 3D objects from a design file
using layer-by-layer deposition of material. It has already found applications in the …

[HTML][HTML] Additive Manufacturing in Australian Small to Medium Enterprises: Vat Polymerisation Techniques, Case Study and Pathways to Industry 4.0 Competitiveness

K Rooney, Y Dong, A Pramanik, AK Basak - Journal of Manufacturing and …, 2023 - mdpi.com
The advent of additive manufacturing (AM) in Australian small and medium-sized
enterprises offers the direct benefits of time-saving and labour cost-effectiveness for …

The potential of additively manufactured membranes for selective separation and capture of CO2

DB Gutierrez, EB Caldona, RD Espiritu… - MRS …, 2021 - Springer
Additive manufacturing (or 3D printing) is an evolving technology that shows great potential
as a sustainable method for fabricating gas separation membranes for carbon capture …

[HTML][HTML] Synthesis of silver nanocomposites for stereolithography: in situ formation of nanoparticles

LM Valencia, M Herrera, M de la Mata, AS de León… - Polymers, 2022 - mdpi.com
Additive Manufacturing (AM) offers remarkable advantages in relation to traditional methods
used to obtain solid structures, such as the capability to obtain customized complex …