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Innovative Strategies for Technical-Economical Optimization of FDM Production
This article introduces a multi-objective optimization approach for determining the best 3D printing parameters (layer thickness and infill percentage) to efficiently produce PLA and ABS parts, extensively analyzing mechanical behavior under tests for different traits such as tensile strength, compr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10537062/ https://www.ncbi.nlm.nih.gov/pubmed/37765640 http://dx.doi.org/10.3390/polym15183787 |
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author | Zisopol, Dragoș Gabriel Tănase, Maria Portoacă, Alexandra Ileana |
author_facet | Zisopol, Dragoș Gabriel Tănase, Maria Portoacă, Alexandra Ileana |
author_sort | Zisopol, Dragoș Gabriel |
collection | PubMed |
description | This article introduces a multi-objective optimization approach for determining the best 3D printing parameters (layer thickness and infill percentage) to efficiently produce PLA and ABS parts, extensively analyzing mechanical behavior under tests for different traits such as tensile strength, compression, flexural, impact, and hardness. The value analysis method is used to optimize settings that balance use value (V(i)- represented by mechanical characteristics) and production cost (C(p)). Findings reveal that the infill percentage significantly influences the V(i)/C(p) ratio for tensile, compression, and hardness tests, while flexural tests are influenced by layer thickness. Impact strength is influenced nearly equally by both factors, with material-specific variations. The desirability function proved useful for optimizing processes with multiple responses, identifying the optimal parameters for the FDM process: a layer thickness of 0.15 mm with 100% infill percentage for PLA, a layer thickness of 0.20 mm with 100% infill percentage for annealed PLA, and a layer thickness of 0.15 mm with 100% infill percentage for ABS. Overall, this study guides efficient 3D printing parameter selection through a technical-economic optimization based on value analysis. |
format | Online Article Text |
id | pubmed-10537062 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105370622023-09-29 Innovative Strategies for Technical-Economical Optimization of FDM Production Zisopol, Dragoș Gabriel Tănase, Maria Portoacă, Alexandra Ileana Polymers (Basel) Article This article introduces a multi-objective optimization approach for determining the best 3D printing parameters (layer thickness and infill percentage) to efficiently produce PLA and ABS parts, extensively analyzing mechanical behavior under tests for different traits such as tensile strength, compression, flexural, impact, and hardness. The value analysis method is used to optimize settings that balance use value (V(i)- represented by mechanical characteristics) and production cost (C(p)). Findings reveal that the infill percentage significantly influences the V(i)/C(p) ratio for tensile, compression, and hardness tests, while flexural tests are influenced by layer thickness. Impact strength is influenced nearly equally by both factors, with material-specific variations. The desirability function proved useful for optimizing processes with multiple responses, identifying the optimal parameters for the FDM process: a layer thickness of 0.15 mm with 100% infill percentage for PLA, a layer thickness of 0.20 mm with 100% infill percentage for annealed PLA, and a layer thickness of 0.15 mm with 100% infill percentage for ABS. Overall, this study guides efficient 3D printing parameter selection through a technical-economic optimization based on value analysis. MDPI 2023-09-16 /pmc/articles/PMC10537062/ /pubmed/37765640 http://dx.doi.org/10.3390/polym15183787 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 Zisopol, Dragoș Gabriel Tănase, Maria Portoacă, Alexandra Ileana Innovative Strategies for Technical-Economical Optimization of FDM Production |
title | Innovative Strategies for Technical-Economical Optimization of FDM Production |
title_full | Innovative Strategies for Technical-Economical Optimization of FDM Production |
title_fullStr | Innovative Strategies for Technical-Economical Optimization of FDM Production |
title_full_unstemmed | Innovative Strategies for Technical-Economical Optimization of FDM Production |
title_short | Innovative Strategies for Technical-Economical Optimization of FDM Production |
title_sort | innovative strategies for technical-economical optimization of fdm production |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10537062/ https://www.ncbi.nlm.nih.gov/pubmed/37765640 http://dx.doi.org/10.3390/polym15183787 |
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