Evaluating FDM Process Parameter Sensitive Mechanical Performance of Elastomers at Various Strain Rates of Loading

To optimize the mechanical performance of fused deposition modelling (FDM) fabricated parts, it is necessary to evaluate the influence of process parameters on the resulting mechanical performance. The main focus of the study was to characterize the influence of the initial process parameters on the...

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Main Authors: Muhammad Salman Chaudhry, Aleksander Czekanski
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Materials
Subjects:
FDM
Online Access:https://www.mdpi.com/1996-1944/13/14/3202
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spelling doaj-2adc7bfc888843db8e909124e7e8be3a2020-11-25T03:02:15ZengMDPI AGMaterials1996-19442020-07-01133202320210.3390/ma13143202Evaluating FDM Process Parameter Sensitive Mechanical Performance of Elastomers at Various Strain Rates of LoadingMuhammad Salman Chaudhry0Aleksander Czekanski1Department of Earth and Space Science, York University, Toronto, ON M3J 1P3, CanadaDepartment of Mechanical Engineering, York University, Toronto, ON M3J 1P3, CanadaTo optimize the mechanical performance of fused deposition modelling (FDM) fabricated parts, it is necessary to evaluate the influence of process parameters on the resulting mechanical performance. The main focus of the study was to characterize the influence of the initial process parameters on the mechanical performance of thermoplastic polyurethane under a quasi-static and high strain rate (~2500 s<sup>−1</sup>). The effects of infill percentage, layer height, and raster orientation on the mechanical properties of an FDM-fabricated part were evaluated. At a quasi-static rate of loading, layer height was found to be the most significant factor (36.5% enhancement in tensile strength). As the layer height of the sample increased from 0.1 to 0.4 mm, the resulting tensile strength sample was decreased by 36.5%. At a high-strain rate of loading, infill percentage was found to be the most critical factor influencing the mechanical strength of the sample (12.4% enhancement of compressive strength at 100% as compared to 80% infill). Furthermore, statistical analysis revealed the presence of significant interactions between the input parameters. Finally, using an artificial neural networking approach, we evaluated a regression model that related the process parameters (input factors) to the resulting strength of the samples.https://www.mdpi.com/1996-1944/13/14/3202FDMhigh strain rateKolsky bar
collection DOAJ
language English
format Article
sources DOAJ
author Muhammad Salman Chaudhry
Aleksander Czekanski
spellingShingle Muhammad Salman Chaudhry
Aleksander Czekanski
Evaluating FDM Process Parameter Sensitive Mechanical Performance of Elastomers at Various Strain Rates of Loading
Materials
FDM
high strain rate
Kolsky bar
author_facet Muhammad Salman Chaudhry
Aleksander Czekanski
author_sort Muhammad Salman Chaudhry
title Evaluating FDM Process Parameter Sensitive Mechanical Performance of Elastomers at Various Strain Rates of Loading
title_short Evaluating FDM Process Parameter Sensitive Mechanical Performance of Elastomers at Various Strain Rates of Loading
title_full Evaluating FDM Process Parameter Sensitive Mechanical Performance of Elastomers at Various Strain Rates of Loading
title_fullStr Evaluating FDM Process Parameter Sensitive Mechanical Performance of Elastomers at Various Strain Rates of Loading
title_full_unstemmed Evaluating FDM Process Parameter Sensitive Mechanical Performance of Elastomers at Various Strain Rates of Loading
title_sort evaluating fdm process parameter sensitive mechanical performance of elastomers at various strain rates of loading
publisher MDPI AG
series Materials
issn 1996-1944
publishDate 2020-07-01
description To optimize the mechanical performance of fused deposition modelling (FDM) fabricated parts, it is necessary to evaluate the influence of process parameters on the resulting mechanical performance. The main focus of the study was to characterize the influence of the initial process parameters on the mechanical performance of thermoplastic polyurethane under a quasi-static and high strain rate (~2500 s<sup>−1</sup>). The effects of infill percentage, layer height, and raster orientation on the mechanical properties of an FDM-fabricated part were evaluated. At a quasi-static rate of loading, layer height was found to be the most significant factor (36.5% enhancement in tensile strength). As the layer height of the sample increased from 0.1 to 0.4 mm, the resulting tensile strength sample was decreased by 36.5%. At a high-strain rate of loading, infill percentage was found to be the most critical factor influencing the mechanical strength of the sample (12.4% enhancement of compressive strength at 100% as compared to 80% infill). Furthermore, statistical analysis revealed the presence of significant interactions between the input parameters. Finally, using an artificial neural networking approach, we evaluated a regression model that related the process parameters (input factors) to the resulting strength of the samples.
topic FDM
high strain rate
Kolsky bar
url https://www.mdpi.com/1996-1944/13/14/3202
work_keys_str_mv AT muhammadsalmanchaudhry evaluatingfdmprocessparametersensitivemechanicalperformanceofelastomersatvariousstrainratesofloading
AT aleksanderczekanski evaluatingfdmprocessparametersensitivemechanicalperformanceofelastomersatvariousstrainratesofloading
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