Profiling and optimizing the geometric accuracy of additively manufactured components via self-organizing map
One main challenge of additive manufacturing is the lack of geometric accuracy of the parts.
Part geometry measurements generated using Next Engine 3D scanners yields an …
Part geometry measurements generated using Next Engine 3D scanners yields an …
Quantifying geometric accuracy with unsupervised machine learning: Using self-organizing map on fused filament fabrication additive manufacturing parts
M Khanzadeh, P Rao… - Journal of …, 2018 - asmedigitalcollection.asme.org
Although complex geometries are attainable with additive manufacturing (AM), a major
barrier preventing its use in mission-critical applications is the lack of geometric accuracy of …
barrier preventing its use in mission-critical applications is the lack of geometric accuracy of …
Learning and predicting shape deviations of smooth and non-smooth 3d geometries through mathematical decomposition of additive manufacturing
In additive manufacturing (AM), final product geometries are often deformed or distorted. The
deviations of three-dimensional (3D) shapes from their intended designs can be …
deviations of three-dimensional (3D) shapes from their intended designs can be …
A computational method for detecting aspect ratio and problematic features in additive manufacturing
R Ge, J Flynn - Journal of Intelligent Manufacturing, 2022 - Springer
In metal additive manufacturing, geometries with high aspect ratio (AR) features are often
associated with defects caused by thermal stresses and other related build failures. Ideally …
associated with defects caused by thermal stresses and other related build failures. Ideally …
Accelerated Geometry Accuracy Optimization of Additive Manufacturing Parts
Despite recent advances in improving mechanical properties of parts fabricated by Additive
Manufacturing (AM) systems, optimizing geometry accuracy of AM parts is still a major …
Manufacturing (AM) systems, optimizing geometry accuracy of AM parts is still a major …
Manufacturability feedback and model correction for additive manufacturing
S Nelaturi, W Kim, T Kurtoglu - Journal of …, 2015 - asmedigitalcollection.asme.org
Additive manufacturing, or 3D printing, is the process of building three-dimensional solid
shapes by accumulating material laid out in sectional layers. Additive manufacturing has …
shapes by accumulating material laid out in sectional layers. Additive manufacturing has …
Geometrical deviation identification and prediction method for additive manufacturing
Purpose One major problem preventing further application and benefits from additive
manufacturing (AM) nowadays is that AM build parts always end up with poor geometrical …
manufacturing (AM) nowadays is that AM build parts always end up with poor geometrical …
Improving geometric accuracy of 3D printed parts using 3D metrology feedback and mesh morphing
M Jadayel, F Khameneifar - Journal of Manufacturing and Materials …, 2020 - mdpi.com
Additive manufacturing (AM), also known as 3D printing, has gained significant interest due
to the freedom it offers in creating complex-shaped and highly customized parts with little …
to the freedom it offers in creating complex-shaped and highly customized parts with little …
Geometric deviation modeling with statistical shape analysis in design for additive manufacturing
Z Zhu, N Anwer, L Mathieu - Procedia CIRP, 2019 - Elsevier
Effective modeling of geometric deviations is an important issue in Design for Additive
Manufacturing (DfAM), since it enables the evaluation of geometric consistency and the …
Manufacturing (DfAM), since it enables the evaluation of geometric consistency and the …
Geometric precision analysis for Additive Manufacturing processes: A comparative study
Additive Manufacturing (AM) has recently attracted increasing attention among
manufacturing industries. This class of technologies is capable of creating parts with …
manufacturing industries. This class of technologies is capable of creating parts with …