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Optimization of Fatigue Performance of FDM ABS and Nylon Printed Parts

This research work aims to proceed with the optimization of Fused Deposition Modeling (FDM) printing parameters for acrylonitrile butadiene styrene (ABS) and polyamide (Nylon) to improve fatigue resistance. For that purpose, the methodology of the paper involves two main approaches: experimental stu...

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Autores principales: Yankin, Andrey, Serik, Gaini, Danenova, Saniya, Alipov, Yerassyl, Temirgali, Ali, Talamona, Didier, Perveen, Asma
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960376/
https://www.ncbi.nlm.nih.gov/pubmed/36838004
http://dx.doi.org/10.3390/mi14020304
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author Yankin, Andrey
Serik, Gaini
Danenova, Saniya
Alipov, Yerassyl
Temirgali, Ali
Talamona, Didier
Perveen, Asma
author_facet Yankin, Andrey
Serik, Gaini
Danenova, Saniya
Alipov, Yerassyl
Temirgali, Ali
Talamona, Didier
Perveen, Asma
author_sort Yankin, Andrey
collection PubMed
description This research work aims to proceed with the optimization of Fused Deposition Modeling (FDM) printing parameters for acrylonitrile butadiene styrene (ABS) and polyamide (Nylon) to improve fatigue resistance. For that purpose, the methodology of the paper involves two main approaches: experimental study and finite element analysis. The experimental part of the paper used the Taguchi method to find the effects of printing internal geometry, printing speed, and nozzle diameter on the fatigue life of ABS and Nylon plastic materials. ANCOVA multiple linear regression and sensitivity analysis was used to investigate the effects of printing parameters on the fatigue life of materials. The analysis of the results revealed: Nylon performed better than ABS, but had a higher slope; the ‘tri-hexagon’ structure resulted in the highest fatigue life, but the effect was statistically significant only for ABS material; the fatigue life of both materials increased with decreasing the nozzle diameter; the printing speed had no statistically significant influence neither on ABS nor Nylon. The experimental results then were validated by numerical simulations and the difference between the values was within ±14% depending on the experiment. Such differences might occur due to numerical and experimental errors.
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spelling pubmed-99603762023-02-26 Optimization of Fatigue Performance of FDM ABS and Nylon Printed Parts Yankin, Andrey Serik, Gaini Danenova, Saniya Alipov, Yerassyl Temirgali, Ali Talamona, Didier Perveen, Asma Micromachines (Basel) Article This research work aims to proceed with the optimization of Fused Deposition Modeling (FDM) printing parameters for acrylonitrile butadiene styrene (ABS) and polyamide (Nylon) to improve fatigue resistance. For that purpose, the methodology of the paper involves two main approaches: experimental study and finite element analysis. The experimental part of the paper used the Taguchi method to find the effects of printing internal geometry, printing speed, and nozzle diameter on the fatigue life of ABS and Nylon plastic materials. ANCOVA multiple linear regression and sensitivity analysis was used to investigate the effects of printing parameters on the fatigue life of materials. The analysis of the results revealed: Nylon performed better than ABS, but had a higher slope; the ‘tri-hexagon’ structure resulted in the highest fatigue life, but the effect was statistically significant only for ABS material; the fatigue life of both materials increased with decreasing the nozzle diameter; the printing speed had no statistically significant influence neither on ABS nor Nylon. The experimental results then were validated by numerical simulations and the difference between the values was within ±14% depending on the experiment. Such differences might occur due to numerical and experimental errors. MDPI 2023-01-24 /pmc/articles/PMC9960376/ /pubmed/36838004 http://dx.doi.org/10.3390/mi14020304 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yankin, Andrey
Serik, Gaini
Danenova, Saniya
Alipov, Yerassyl
Temirgali, Ali
Talamona, Didier
Perveen, Asma
Optimization of Fatigue Performance of FDM ABS and Nylon Printed Parts
title Optimization of Fatigue Performance of FDM ABS and Nylon Printed Parts
title_full Optimization of Fatigue Performance of FDM ABS and Nylon Printed Parts
title_fullStr Optimization of Fatigue Performance of FDM ABS and Nylon Printed Parts
title_full_unstemmed Optimization of Fatigue Performance of FDM ABS and Nylon Printed Parts
title_short Optimization of Fatigue Performance of FDM ABS and Nylon Printed Parts
title_sort optimization of fatigue performance of fdm abs and nylon printed parts
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960376/
https://www.ncbi.nlm.nih.gov/pubmed/36838004
http://dx.doi.org/10.3390/mi14020304
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