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

L **, 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 …

[HTML][HTML] Wire and arc additive manufacturing: Opportunities and challenges to control the quality and accuracy of manufactured parts

D Jafari, THJ Vaneker, I Gibson - Materials & Design, 2021 - Elsevier
Wire and arc additive manufacturing (WAAM) has proven that it can produce medium to
large components because of its high-rate deposition and potentially unlimited build size …

[HTML][HTML] Holistic computational design within additive manufacturing through topology optimization combined with multiphysics multi-scale materials and process …

M Bayat, O Zinovieva, F Ferrari, C Ayas… - Progress in Materials …, 2023 - Elsevier
Additive manufacturing (AM) processes have proven to be a perfect match for topology
optimization (TO), as they are able to realize sophisticated geometries in a unique layer-by …

[HTML][HTML] Review on design and structural optimisation in additive manufacturing: Towards next-generation lightweight structures

J Plocher, A Panesar - Materials & Design, 2019 - Elsevier
As the application of additive manufacturing (AM) reaches an unprecedented scale in both
academia and industry, a reflection upon the state-of-the-art developments in the design for …

A big data-driven framework for sustainable and smart additive manufacturing

A Majeed, Y Zhang, S Ren, J Lv, T Peng… - Robotics and Computer …, 2021 - Elsevier
From the last decade, additive manufacturing (AM) has been evolving speedily and has
revealed the great potential for energy-saving and cleaner environmental production due to …

Support structures for additive manufacturing: a review

J Jiang, X Xu, J Stringer - Journal of Manufacturing and Materials …, 2018 - mdpi.com
Additive manufacturing (AM) has developed rapidly since its inception in the 1980s. AM is
perceived as an environmentally friendly and sustainable technology and has already …

[HTML][HTML] Path planning strategies to optimize accuracy, quality, build time and material use in additive manufacturing: a review

J Jiang, Y Ma - Micromachines, 2020 - mdpi.com
Additive manufacturing (AM) is the process of joining materials layer by layer to fabricate
products based on 3D models. Due to the layer-by-layer nature of AM, parts with complex …

A review of multi-axis additive manufacturing: Potential, opportunity and challenge

P Tang, X Zhao, H Shi, B Hu, J Ding, B Yang… - Additive Manufacturing, 2024 - Elsevier
The manufacturing of complex parts can be easily achieved by additive manufacturing (AM),
which has attracted a significant attention from both academia and industry. Regardless of …

[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 …

A perspective on using machine learning in 3D bioprinting

C Yu, J Jiang - International Journal of Bioprinting, 2020 - pmc.ncbi.nlm.nih.gov
Recently, three-dimensional (3D) printing technologies have been widely applied in industry
and our daily lives. The term 3D bioprinting has been coined to describe 3D printing at the …