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 developing rapidly as a
much-needed strategic technology in the field of high-end intelligent manufacturing …

Additive manufacturing of carbon fiber-reinforced composites: a review

Y Hu, Y Lin, L Yang, S Wu, DY Tang, C Yan… - Applied Composite …, 2024 - Springer
Carbon fiber-reinforced composites (CFRCs) have been widely used in automotive,
aerospace, sports equipment, and other industrial fields, due to the higher strength-to-weight …

[HTML][HTML] Progressive concurrent topological optimization with variable fiber orientation and content for 3D printed continuous fiber reinforced polymer composites

Y Huang, X Tian, L Wu, AA Zia, T Liu, D Li - Composites Part B: Engineering, 2023 - Elsevier
In this paper, a multidisciplinary framework to design and produce a topological structure
with inhomogeneous distributions of fiber orientation and content for 3D printed continuous …

Stress-driven infill mapping for 3D-printed continuous fiber composite with tunable infill density and morphology

T Liu, S Yuan, Y Wang, Y Xiong, J Zhu, L Lu… - Additive Manufacturing, 2023 - Elsevier
Continuous fiber composite via additive manufacturing is an emerging field that extends the
design freedom of composite structure as well as integrates with the digital fabrication …

[HTML][HTML] Effects of cellular crossing paths on mechanical properties of 3D printed continuous fiber reinforced biocomposite honeycomb structures

P Cheng, K Wang, Y Peng, S Ahzi - Composites Part A: Applied Science …, 2024 - Elsevier
Abstract 3D printing continuous fiber reinforced composite (CFRC) has the advantages of
manufacturing complex shapes and short production cycles. Due to the anisotropic …

[HTML][HTML] Turning-angle optimized printing path of continuous carbon fiber for cellular structures

Y Huang, G Fang, T Zhang, CCL Wang - Additive Manufacturing, 2023 - Elsevier
This paper presents an algorithm to compute optimized toolpaths to print thin-walled cellular
structures with continuous carbon fiber. The input cellular structure is usually represented by …

[HTML][HTML] 3D printing of topologically optimized wing spar with continuous carbon fiber reinforced composites

Y Huang, X Tian, W Li, S He, P Zhao, H Hu… - Composites Part B …, 2024 - Elsevier
The necessity for more efficient manufacturing approaches of high-performance complex
fiber reinforced composites parts is increasing. This study develops a framework to design …

Path Planning and Bending Behaviors of 3D Printed Continuous Carbon Fiber Reinforced Polymer Honeycomb Structures

K Wang, D Wang, Y Liu, H Gao, C Yang, Y Peng - Polymers, 2023 - mdpi.com
Continuous fiber reinforced polymer composites are widely used in load-bearing
components and energy absorbers owing to their high specific strength and high specific …

Integrated vehicle chassis fabricated by wire and arc additive manufacturing: structure generation, printing radian optimisation, and performance prediction

J Li, Q Cui, C Pang, P Xu, W Luo, J Li - Virtual and Physical …, 2024 - Taylor & Francis
In the automotive industry, the extended design and iteration cycles for integrated chassis
typically span 2–3 years, creating a misalignment with swiftly changing market demands …

[HTML][HTML] Detecting multi-scale defects in material extrusion additive manufacturing of fiber-reinforced thermoplastic composites: a review of challenges and advanced …

DA Ashebir, A Hendlmeier, M Dunn, R Arablouei… - Polymers, 2024 - mdpi.com
Additive manufacturing (AM) defects present significant challenges in fiber-reinforced
thermoplastic composites (FRTPCs), directly impacting both their structural and non …