Material Extrusion Filament Width and Height Prediction via Design of Experiment and Machine Learning

Material Extrusion Filament Width and Height Prediction via Design of Experiment and Machine Learning

The dimensions of material extrusion 3D printing filaments play a pivotal role in determining processing resolution and efficiency and are influenced by processing parameters. This study focuses on four key process parameters, namely, nozzle diameter, nondimensional nozzle height, extrusion pressure...

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Bibliographic Details
Main Authors: Xiaoquan Shi, Yazhou Sun, Haiying Tian, Puthanveettil Madathil Abhilash, Xichun Luo, Haitao Liu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Micromachines
Subjects:
material extrusion 3D printing
processing parameters
filament dimension
design of experiment
machine learning
Online Access:https://www.mdpi.com/2072-666X/14/11/2091

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