Cargando…

Printing Parameter Optimization of Additive Manufactured PLA Using Taguchi Design of Experiment

Three-dimensional printing (3DP), known as additive layer manufacturing (ALM), is a manufacturing process in which a three-dimensional structure is constructed by successive addition of deposited layers. Fused Deposition Modeling (FDM) has evolved as the most frequently utilized ALM process because...

Descripción completa

Detalles Bibliográficos
Autores principales: Ahmed, Bilal Anjum, Nadeem, Uzair, Hakeem, Abbas Saeed, Ul-Hamid, Anwar, Khan, Mohd Yusuf, Younas, Muhammad, Saeed, Hasan Aftab
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675521/
https://www.ncbi.nlm.nih.gov/pubmed/38006094
http://dx.doi.org/10.3390/polym15224370
_version_ 1785141084640247808
author Ahmed, Bilal Anjum
Nadeem, Uzair
Hakeem, Abbas Saeed
Ul-Hamid, Anwar
Khan, Mohd Yusuf
Younas, Muhammad
Saeed, Hasan Aftab
author_facet Ahmed, Bilal Anjum
Nadeem, Uzair
Hakeem, Abbas Saeed
Ul-Hamid, Anwar
Khan, Mohd Yusuf
Younas, Muhammad
Saeed, Hasan Aftab
author_sort Ahmed, Bilal Anjum
collection PubMed
description Three-dimensional printing (3DP), known as additive layer manufacturing (ALM), is a manufacturing process in which a three-dimensional structure is constructed by successive addition of deposited layers. Fused Deposition Modeling (FDM) has evolved as the most frequently utilized ALM process because of its cost-effectiveness and ease of operation. Nevertheless, layer adhesion, delamination, and quality of the finished product remain issues associated with the FDM process parameters. These issues need to be addressed in order to satisfy the requirements commonly imposed by the conventional manufacturing industry. This work is focused on the optimization of the FDM process and post-process parameters for Polylactic acid (PLA) samples in an effort to maximize their tensile strength. Infill density and pattern type, layer height, and print temperature are the process parameters, while annealing temperature is the post-process parameter considered for the investigation. Analysis based on the Taguchi L18 orthogonal array shows that the gyroid infill pattern and annealing cycle at 90 °C results in a maximum ultimate tensile strength (UTM) of 37.15 MPa. Furthermore, the regression model developed for the five variables under study was able to predict the UTS with an accuracy of more than 96%.
format Online
Article
Text
id pubmed-10675521
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-106755212023-11-10 Printing Parameter Optimization of Additive Manufactured PLA Using Taguchi Design of Experiment Ahmed, Bilal Anjum Nadeem, Uzair Hakeem, Abbas Saeed Ul-Hamid, Anwar Khan, Mohd Yusuf Younas, Muhammad Saeed, Hasan Aftab Polymers (Basel) Article Three-dimensional printing (3DP), known as additive layer manufacturing (ALM), is a manufacturing process in which a three-dimensional structure is constructed by successive addition of deposited layers. Fused Deposition Modeling (FDM) has evolved as the most frequently utilized ALM process because of its cost-effectiveness and ease of operation. Nevertheless, layer adhesion, delamination, and quality of the finished product remain issues associated with the FDM process parameters. These issues need to be addressed in order to satisfy the requirements commonly imposed by the conventional manufacturing industry. This work is focused on the optimization of the FDM process and post-process parameters for Polylactic acid (PLA) samples in an effort to maximize their tensile strength. Infill density and pattern type, layer height, and print temperature are the process parameters, while annealing temperature is the post-process parameter considered for the investigation. Analysis based on the Taguchi L18 orthogonal array shows that the gyroid infill pattern and annealing cycle at 90 °C results in a maximum ultimate tensile strength (UTM) of 37.15 MPa. Furthermore, the regression model developed for the five variables under study was able to predict the UTS with an accuracy of more than 96%. MDPI 2023-11-10 /pmc/articles/PMC10675521/ /pubmed/38006094 http://dx.doi.org/10.3390/polym15224370 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
Ahmed, Bilal Anjum
Nadeem, Uzair
Hakeem, Abbas Saeed
Ul-Hamid, Anwar
Khan, Mohd Yusuf
Younas, Muhammad
Saeed, Hasan Aftab
Printing Parameter Optimization of Additive Manufactured PLA Using Taguchi Design of Experiment
title Printing Parameter Optimization of Additive Manufactured PLA Using Taguchi Design of Experiment
title_full Printing Parameter Optimization of Additive Manufactured PLA Using Taguchi Design of Experiment
title_fullStr Printing Parameter Optimization of Additive Manufactured PLA Using Taguchi Design of Experiment
title_full_unstemmed Printing Parameter Optimization of Additive Manufactured PLA Using Taguchi Design of Experiment
title_short Printing Parameter Optimization of Additive Manufactured PLA Using Taguchi Design of Experiment
title_sort printing parameter optimization of additive manufactured pla using taguchi design of experiment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675521/
https://www.ncbi.nlm.nih.gov/pubmed/38006094
http://dx.doi.org/10.3390/polym15224370
work_keys_str_mv AT ahmedbilalanjum printingparameteroptimizationofadditivemanufacturedplausingtaguchidesignofexperiment
AT nadeemuzair printingparameteroptimizationofadditivemanufacturedplausingtaguchidesignofexperiment
AT hakeemabbassaeed printingparameteroptimizationofadditivemanufacturedplausingtaguchidesignofexperiment
AT ulhamidanwar printingparameteroptimizationofadditivemanufacturedplausingtaguchidesignofexperiment
AT khanmohdyusuf printingparameteroptimizationofadditivemanufacturedplausingtaguchidesignofexperiment
AT younasmuhammad printingparameteroptimizationofadditivemanufacturedplausingtaguchidesignofexperiment
AT saeedhasanaftab printingparameteroptimizationofadditivemanufacturedplausingtaguchidesignofexperiment