[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 …

Fused filament fabrication: A state-of-the-art review of the technology, materials, properties and defects

A Yadav, P Rohru, A Babbar, R Kumar… - International Journal on …, 2023 - Springer
Fused filament fabrication (FFF) is one of the additive manufacturing (AM) techniques that
have revolutionized the manufacturing strategy in the last 2 to 3 decades. The quality of the …

Modeling the fracture behavior of 3D-printed PLA as a laminate composite: Influence of printing parameters on failure and mechanical properties

M Bragaglia, F Cecchini, L Paleari, M Ferrara… - Composite …, 2023 - Elsevier
Additively Manufactured parts are known to be heavily affected by the 3D-printing
parameters, and their layered morphology represents a challenge in the mechanical design …

Effect of process parameters and materials on the dimensional accuracy of FDM parts

B Zharylkassyn, A Perveen, D Talamona - Materials Today: Proceedings, 2021 - Elsevier
The application of FDM technique for prototyping purposes in the industries such as
aerospace and medicine has brought to attention the importance of dimensional accuracy of …

Development of Toughened Blends of Poly(lactic acid) and Poly(butylene adipate-co-terephthalate) for 3D Printing Applications: Compatibilization Methods and …

J Andrzejewski, J Cheng, A Anstey… - ACS Sustainable …, 2020 - ACS Publications
The research presented in this article discusses the subject of poly (lactic acid)(PLA)
modification via reactive mixing with the poly (butylene adipate-co-terephthalate)(PBAT) …

Artificial intelligence‐augmented additive manufacturing: insights on closed‐loop 3D printing

AR Sani, A Zolfagharian… - Advanced Intelligent …, 2024 - Wiley Online Library
The advent of 3D printing has transformed manufacturing. However, extending the library of
materials to improve 3D printing quality remains a challenge. Defects can occur when …

Machine learning-based mechanical behavior optimization of 3D print constructs manufactured via the FFF process

P Charalampous, N Kladovasilakis, I Kostavelis… - Journal of Materials …, 2022 - Springer
Fused filament fabrication (FFF) is one of the fastest-growing additive manufacturing
processes due to its low operational cost and the capability to rapidly construct prototypes …

One-step fabrication of superhydrophobic surfaces with wettability gradient using three-dimensional printing

J Sung, HM Lee, GH Yoon, S Bae, H So - International Journal of Precision …, 2023 - Springer
Polymer surfaces with wettability gradient were fabricated using three-dimensional (3D)
printing technology to control the velocity of droplets on the surfaces. A microscale pattern of …

Determination of feed forces to improve process understanding of Fused Deposition Modeling 3D printing and to ensure mass conformity of printed solid oral dosage …

N Gottschalk, J Quodbach, AG Elia, F Hess… - International Journal of …, 2022 - Elsevier
Abstract Fused Deposition Modeling is a suitable technique for the production of
personalized solid oral dosage forms. For widespread application, it is necessary to be able …

Impact of nozzle temperature on dimensional and mechanical characteristics of low-density PLA

F de Freitas, H Pegado - The International Journal of Advanced …, 2023 - Springer
Considering the great increase in the use of additive manufacturing, new types of materials
are being studied for the most diverse applications. The insertion of blowing agents in …