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Development of a Simple Mechanical Screening Method for Predicting the Feedability of a Pharmaceutical FDM 3D Printing Filament
PURPOSE: The filament-based feeding mechanism employed by the majority of fused deposition modelling (FDM) 3D printers dictates that the materials must have very specific mechanical characteristics. Without a suitable mechanical profile, the filament can cause blockages in the printer. The purpose o...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5982458/ https://www.ncbi.nlm.nih.gov/pubmed/29855818 http://dx.doi.org/10.1007/s11095-018-2432-3 |
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author | Nasereddin, Jehad M. Wellner, Nikolaus Alhijjaj, Muqdad Belton, Peter Qi, Sheng |
author_facet | Nasereddin, Jehad M. Wellner, Nikolaus Alhijjaj, Muqdad Belton, Peter Qi, Sheng |
author_sort | Nasereddin, Jehad M. |
collection | PubMed |
description | PURPOSE: The filament-based feeding mechanism employed by the majority of fused deposition modelling (FDM) 3D printers dictates that the materials must have very specific mechanical characteristics. Without a suitable mechanical profile, the filament can cause blockages in the printer. The purpose of this study was to develop a method to screen the mechanical properties of pharmaceutically-relevant, hot-melt extruded filaments to predetermine their suitability for FDM. METHODS: A texture analyzer was used to simulate the forces a filament is subjected to inside the printer. The texture analyzer produced a force-distance curve referred to as the flexibility profile. Principal Component Analysis and Correlation Analysis statistical methods were then used to compare the flexibility profiles of commercial filaments to in-house made filaments. RESULTS: Principal component analysis showed clearly separated clustering of filaments that suffer from mechanical defects versus filaments which are suitable for printing. Correlation scores likewise showed significantly greater values with feedable filaments than their mechanically deficient counterparts. CONCLUSION: The screening method developed in this study showed, with statistical significance and reproducibility, the ability to predetermine the feedability of extruded filaments into an FDM printer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s11095-018-2432-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5982458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-59824582018-06-11 Development of a Simple Mechanical Screening Method for Predicting the Feedability of a Pharmaceutical FDM 3D Printing Filament Nasereddin, Jehad M. Wellner, Nikolaus Alhijjaj, Muqdad Belton, Peter Qi, Sheng Pharm Res Research Paper PURPOSE: The filament-based feeding mechanism employed by the majority of fused deposition modelling (FDM) 3D printers dictates that the materials must have very specific mechanical characteristics. Without a suitable mechanical profile, the filament can cause blockages in the printer. The purpose of this study was to develop a method to screen the mechanical properties of pharmaceutically-relevant, hot-melt extruded filaments to predetermine their suitability for FDM. METHODS: A texture analyzer was used to simulate the forces a filament is subjected to inside the printer. The texture analyzer produced a force-distance curve referred to as the flexibility profile. Principal Component Analysis and Correlation Analysis statistical methods were then used to compare the flexibility profiles of commercial filaments to in-house made filaments. RESULTS: Principal component analysis showed clearly separated clustering of filaments that suffer from mechanical defects versus filaments which are suitable for printing. Correlation scores likewise showed significantly greater values with feedable filaments than their mechanically deficient counterparts. CONCLUSION: The screening method developed in this study showed, with statistical significance and reproducibility, the ability to predetermine the feedability of extruded filaments into an FDM printer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s11095-018-2432-3) contains supplementary material, which is available to authorized users. Springer US 2018-05-31 2018 /pmc/articles/PMC5982458/ /pubmed/29855818 http://dx.doi.org/10.1007/s11095-018-2432-3 Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Paper Nasereddin, Jehad M. Wellner, Nikolaus Alhijjaj, Muqdad Belton, Peter Qi, Sheng Development of a Simple Mechanical Screening Method for Predicting the Feedability of a Pharmaceutical FDM 3D Printing Filament |
title | Development of a Simple Mechanical Screening Method for Predicting the Feedability of a Pharmaceutical FDM 3D Printing Filament |
title_full | Development of a Simple Mechanical Screening Method for Predicting the Feedability of a Pharmaceutical FDM 3D Printing Filament |
title_fullStr | Development of a Simple Mechanical Screening Method for Predicting the Feedability of a Pharmaceutical FDM 3D Printing Filament |
title_full_unstemmed | Development of a Simple Mechanical Screening Method for Predicting the Feedability of a Pharmaceutical FDM 3D Printing Filament |
title_short | Development of a Simple Mechanical Screening Method for Predicting the Feedability of a Pharmaceutical FDM 3D Printing Filament |
title_sort | development of a simple mechanical screening method for predicting the feedability of a pharmaceutical fdm 3d printing filament |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5982458/ https://www.ncbi.nlm.nih.gov/pubmed/29855818 http://dx.doi.org/10.1007/s11095-018-2432-3 |
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