Artificial neural network algorithms for 3D printing

MA Mahmood, AI Visan, C Ristoscu, IN Mihailescu - Materials, 2020 - mdpi.com
Additive manufacturing with an emphasis on 3D printing has recently become popular due
to its exceptional advantages over conventional manufacturing processes. However, 3D …

Directed Energy Deposition via Artificial Intelligence‐Enabled Approaches

U Chadha, SK Selvaraj, AS Lamsal, Y Maddini… - …, 2022 - Wiley Online Library
Additive manufacturing (AM) has been gaining pace, replacing traditional manufacturing
methods. Moreover, artificial intelligence and machine learning implementation has …

[HTML][HTML] The influence of the printing temperature and the filament color on the dimensional accuracy, tensile strength, and friction performance of FFF-printed PLA …

D Frunzaverde, V Cojocaru, CR Ciubotariu… - Polymers, 2022 - mdpi.com
The printing variable least addressed in previous research aiming to reveal the effect of the
FFF process parameters on the printed PLA part's quality and properties is the filament color …

[HTML][HTML] Analysis of fused filament fabrication parameters for sliding wear performance of carbon reinforced polyamide composite material fabricated parts using a …

D Chhabra, S Deswal, A Kaushik, RK Garg, A Kovács… - Polymer Testing, 2023 - Elsevier
Carbon-reinforced nylon composite material (PA12CF20), ie, polyamide, has been widely
used in the automotive, medical, and electronics industries for fabricating functional parts …

Optimization of FDM 3D printing parameters for high strength PEEK using the Taguchi method and experimental validation

CP Jiang, YC Cheng, HW Lin, YL Chang… - Rapid Prototy** …, 2022 - emerald.com
Purpose Polyetheretherketone (PEEK) is used to manufacture biomedical implants because
it has a high strength-to-weight ratio and high strength and is biocompatible. However, the …

Development of artificial intelligence‐based neural network prediction model for responses of additive manufactured polylactic acid parts

J Singh, KK Goyal, R Kumar, V Gupta - Polymer composites, 2022 - Wiley Online Library
Fused deposition modeling (FDM) is one of the most economical and popular technology
amongst numerous additive manufacturing techniques. The quality of FDM fabricated parts …

Applications of additive manufacturing in biomedical and sports industry

SB Sollapur, PC Sharath, P Waghmare - Practical Implementations of …, 2023 - Springer
The fabrication of fully functional active components via additive manufacturing, also known
as 3D printing, has progressed beyond mere prototype. With composites, metals, ceramics …

Multiobjective optimization of tribological characteristics of 3D printed texture surfaces for ABS and PLA Polymers

V Mourya, SP Bhore… - Journal of Thermoplastic …, 2024 - journals.sagepub.com
In this paper, the 3D-printed textured samples are fabricated using fused deposition
modelling (FDM) process for two different polymers such as ABS and PLA. The primary …

An experimental study of FDM parameter effects on ABS surface quality: roughness analysis

K Ouazzani, M El Jai, I Akhrif, M Radouani… - … International Journal of …, 2023 - Springer
Fused deposition modelling has become one of the most popular extrusion additive
manufacturing technologies over the last decades, since it is easy to handle and user …

Optimization of process variables for additive manufactured PLA based tensile specimen using taguchi design and artificial neural network (ANN) technique

R Teharia, RM Singari, H Kumar - Materials Today: Proceedings, 2022 - Elsevier
Fused filament fabrication (FFF) is one of the additive manufacturing processes which is
used widely due to its ease of usage and low cost. The final quality of parts in the FFF …