Machine learning in polymer additive manufacturing: A review
Additive manufacturing (AM) has emerged as a commonly utilized technique in the
manufacturing process of a wide range of materials. Recent advances in AM technology …
manufacturing process of a wide range of materials. Recent advances in AM technology …
Influence of FDM process parameters on tensile strength of parts printed by PLA material
Additive manufacturing, particularly the Fused Deposition Modeling (FDM) technique, has
garnered considerable interest across multiple industries owing to its capacity to efficiently …
garnered considerable interest across multiple industries owing to its capacity to efficiently …
Effect of input variables on the mechanical properties of additively manufactured PEEK thermoplastics
Additive manufacturing of Polyetheretherketone (PEEK) thermoplastics offer significant
advantages for advanced engineering applications, eg, in the aerospace and biomedical …
advantages for advanced engineering applications, eg, in the aerospace and biomedical …
Optimized deep neural network strategy for best parametric selection in fused deposition modelling
Fused deposition modeling (FDM) is a model of additive manufacturing (AM) which uses
layer by layer-based methodology to fabricate a component. In the current digital …
layer by layer-based methodology to fabricate a component. In the current digital …
[HTML][HTML] Mechanical and interfacial analysis of 3D-printed two-matrix continuous carbon fibre composites for enhanced structural performance
F Liu, S Wang, W Zhang, X Ding, E Ferraris… - Composites Part A …, 2024 - Elsevier
Two-matrix continuous carbon fibre composites are recognized for enhancing structural and
mechanical properties. However, a comprehensive investigation into their interfacial …
mechanical properties. However, a comprehensive investigation into their interfacial …
Analysis and optimization of FFF process parameters to enhance the mechanical properties of 3D printed PLA products
TM Medibew, AN Ali - International Polymer Processing, 2023 - degruyter.com
In this work, the combined effects of fused filament fabrication (FFF) process parameters on
the mechanical properties of 3D printed PLA products have been determined by focusing on …
the mechanical properties of 3D printed PLA products have been determined by focusing on …
A comparison between large-format 3D printing and conventional fused filament fabrication
FJ Mercado Rivera, AJ Rojas Arciniegas… - Advances in Materials …, 2024 - Taylor & Francis
This paper reports the results of a comparison study between objects printed with a large-
format 3D printing machine and a conventional fused filament fabrication (FFF) printer. A …
format 3D printing machine and a conventional fused filament fabrication (FFF) printer. A …
Development of a novel testing concept for combined characterisation of tensile and compressive properties
T Bensing, M Moneke - International Journal of Mechanics and Materials …, 2024 - Springer
A novel material testing concept is developed in order to provide tensile and compressive
properties within a single mechanical test. A new specimen geometry is designed for testing …
properties within a single mechanical test. A new specimen geometry is designed for testing …