Machine learning-driven 3D printing: A review

X Zhang, D Chu, X Zhao, C Gao, L Lu, Y He… - Applied Materials …, 2024 - Elsevier
Abstract In recent years, Addit. Manuf.(AM, ie 3D printing) has been develo** rapidly as a
much-needed strategic technology in the field of high-end intelligent manufacturing …

[HTML][HTML] Exploring the development and applications of sustainable natural fiber composites: A review from a nanoscale perspective

Y Feng, H Hao, H Lu, CL Chow, D Lau - Composites Part B: Engineering, 2024 - Elsevier
As a result of global sustainable development, natural fiber composites (NFCs) have
become increasingly attractive due to their remarkable performance, novel functionality, and …

Process development in mechanical engineering: innovations, challenges, and opportunities

AK Adeleke, DJP Montero, KA Olu-lawal… - Engineering Science & …, 2024 - fepbl.com
Process development in mechanical engineering encompasses a broad spectrum of
innovations, challenges, and opportunities that drive advancements in various industries …

[HTML][HTML] Optimization of 4D/3D printing via machine learning: A systematic review

YA Alli, H Anuar, MR Manshor, CE Okafor… - Hybrid Advances, 2024 - Elsevier
This systematic review explores the integration of 4D/3D printing technologies with machine
learning, sha** a new era of manufacturing innovation. The analysis covers a wide range …

[HTML][HTML] State-of-the-art research progress and challenge of the printing techniques, potential applications for advanced ceramic materials 3D printing

Y Wang, T Wu, G Huang - Materials Today Communications, 2024 - Elsevier
Traditional ceramic manufacturing is typically done using molds or by hand, which limits the
design complexity, and reduces production efficiency. Ceramic 3D printing technology …

Advances in additive manufacturing of nanocomposite materials fabrications and applications

MT Rayhan, MA Islam, M Khan, MA Hasan… - European Polymer …, 2024 - Elsevier
This review examines the significant capabilities of additive manufacturing (3D printing) in
producing nanocomposite materials. Additive manufacturing presents unique benefits …

Exploring the dynamic mechanical properties of fused filament fabrication printed polyetheretherketone with various infill patterns

RK Dhanapal, V Alagumalai, V Shanmugam - Progress in Additive …, 2024 - Springer
The increasing need for 3D-printed PEEK materials in load-bearing applications
underscores the need to examine the impact of dynamic loading effects. This study focuses …

Effect of laser energy density on the phase transformation behavior and functional properties of NiTi shape memory alloy by selective laser melting

J Yan, B Cai, B Ou, X Meng, Y **e, Y Zhang… - Journal of Alloys and …, 2024 - Elsevier
NiTi shape memory alloy (SMA) was prepared via selective laser melting (SLM). Orthogonal
tests were conducted with varying laser power and scanning speeds to explore the influence …

[HTML][HTML] Impact of scan strategy on principal stresses in laser powder bed fusion

J Schröder, T Fritsch, V Luzin, B Ferrari… - Materials & Design, 2024 - Elsevier
Additive manufacturing techniques, such as laser powder bed fusion (PBF-LB), are well
known for their exceptional freedom in part design. However, these techniques are also …

Surface quality evaluation through new optical imaging system-based objective speckle for additive manufactured titanium samples

SR Al-Sayed, D Youssef - Additive Manufacturing, 2024 - Elsevier
Laser cladding is an effective additive manufacturing technology used for materials' surface
modification to enhance their surface and mechanical properties. Surface roughness is a …