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Optimization studies of stir casting parameters and mechanical properties of TiO(2) reinforced Al 7075 composite using response surface methodology
Stir casting is a common metallurgical route in the casting of aluminum composites. Series of work done in this aspect considered the development of the composites with fixed stir casting parameters without applying an optimization approach. These parameters affect the microstructure and performance...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494885/ https://www.ncbi.nlm.nih.gov/pubmed/34615935 http://dx.doi.org/10.1038/s41598-021-99168-1 |
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author | Adediran, Adeolu A. Akinwande, Abayomi A. Balogun, Oluwatosin A. Olorunfemi, Bayode J. M., Saravana Kumar |
author_facet | Adediran, Adeolu A. Akinwande, Abayomi A. Balogun, Oluwatosin A. Olorunfemi, Bayode J. M., Saravana Kumar |
author_sort | Adediran, Adeolu A. |
collection | PubMed |
description | Stir casting is a common metallurgical route in the casting of aluminum composites. Series of work done in this aspect considered the development of the composites with fixed stir casting parameters without applying an optimization approach. These parameters affect the microstructure and performance of the composites. The study is focused on the optimization of the stir casting parameters in the production of Al 7075 reinforced with TiO(2) microparticles for performance improvement. Three stir casting parameters of stirring temperature, speed, and time were varied and optimized using the central composite design technique of the response surface method. Properties evaluated were ultimate tensile strength, hardness, impact strength, elastic modulus, and compressive strength. ANOVA results showed that the three stir casting parameters had a significant impact on the property responses. Five quadratic models were established for the properties linking them to the factors. The models were confirmed to be statistically significant at a confidence level of 95% and variations were observed to be < 5%. The interaction profile of the parameters as per response surface was analyzed. Contour plots associated with each interaction gave different ranges of stirring parameters in which each property can be maximized. Simultaneous optimization of the properties using Minitab 19 software showcased 779.3 °C, 574.2 rpm, and 22.5 min as the optimal stir casting parameters for temperature, speed and time respectively. |
format | Online Article Text |
id | pubmed-8494885 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84948852021-10-08 Optimization studies of stir casting parameters and mechanical properties of TiO(2) reinforced Al 7075 composite using response surface methodology Adediran, Adeolu A. Akinwande, Abayomi A. Balogun, Oluwatosin A. Olorunfemi, Bayode J. M., Saravana Kumar Sci Rep Article Stir casting is a common metallurgical route in the casting of aluminum composites. Series of work done in this aspect considered the development of the composites with fixed stir casting parameters without applying an optimization approach. These parameters affect the microstructure and performance of the composites. The study is focused on the optimization of the stir casting parameters in the production of Al 7075 reinforced with TiO(2) microparticles for performance improvement. Three stir casting parameters of stirring temperature, speed, and time were varied and optimized using the central composite design technique of the response surface method. Properties evaluated were ultimate tensile strength, hardness, impact strength, elastic modulus, and compressive strength. ANOVA results showed that the three stir casting parameters had a significant impact on the property responses. Five quadratic models were established for the properties linking them to the factors. The models were confirmed to be statistically significant at a confidence level of 95% and variations were observed to be < 5%. The interaction profile of the parameters as per response surface was analyzed. Contour plots associated with each interaction gave different ranges of stirring parameters in which each property can be maximized. Simultaneous optimization of the properties using Minitab 19 software showcased 779.3 °C, 574.2 rpm, and 22.5 min as the optimal stir casting parameters for temperature, speed and time respectively. Nature Publishing Group UK 2021-10-06 /pmc/articles/PMC8494885/ /pubmed/34615935 http://dx.doi.org/10.1038/s41598-021-99168-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Adediran, Adeolu A. Akinwande, Abayomi A. Balogun, Oluwatosin A. Olorunfemi, Bayode J. M., Saravana Kumar Optimization studies of stir casting parameters and mechanical properties of TiO(2) reinforced Al 7075 composite using response surface methodology |
title | Optimization studies of stir casting parameters and mechanical properties of TiO(2) reinforced Al 7075 composite using response surface methodology |
title_full | Optimization studies of stir casting parameters and mechanical properties of TiO(2) reinforced Al 7075 composite using response surface methodology |
title_fullStr | Optimization studies of stir casting parameters and mechanical properties of TiO(2) reinforced Al 7075 composite using response surface methodology |
title_full_unstemmed | Optimization studies of stir casting parameters and mechanical properties of TiO(2) reinforced Al 7075 composite using response surface methodology |
title_short | Optimization studies of stir casting parameters and mechanical properties of TiO(2) reinforced Al 7075 composite using response surface methodology |
title_sort | optimization studies of stir casting parameters and mechanical properties of tio(2) reinforced al 7075 composite using response surface methodology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494885/ https://www.ncbi.nlm.nih.gov/pubmed/34615935 http://dx.doi.org/10.1038/s41598-021-99168-1 |
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