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High-Temperature Compression Behaviors and Constitutive Models of a 7046-Aluminum Alloy
High-temperature forming behaviors of a 7046-aluminum alloy were investigated by hot compression experiments. The microstructural evolution features with the changes in deformation parameters were dissected. Results indicated the formation of massive dislocation clusters/cells and subgrains through...
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/PMC10573377/ https://www.ncbi.nlm.nih.gov/pubmed/37834549 http://dx.doi.org/10.3390/ma16196412 |
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author | He, Daoguang Xie, Han Lin, Yongcheng Xu, Zhengbing Tan, Xianhua Xiao, Gang |
author_facet | He, Daoguang Xie, Han Lin, Yongcheng Xu, Zhengbing Tan, Xianhua Xiao, Gang |
author_sort | He, Daoguang |
collection | PubMed |
description | High-temperature forming behaviors of a 7046-aluminum alloy were investigated by hot compression experiments. The microstructural evolution features with the changes in deformation parameters were dissected. Results indicated the formation of massive dislocation clusters/cells and subgrains through the intense DRV mechanism at low compression temperature. With an increase in deformation temperature, the annihilation of dislocations and the coarsening of subgrains/DRX grains became prominent, due to the collaborative effects of the DRV and DRX mechanisms. However, the growth of subgrains and DRX grains displayed the weakening trend at high strain rates. Moreover, two constitutive models involving a physically based (PB) model and a gate recurrent unit (GRU) model were proposed for predicting the hot compression features. By validation analysis, the predicted values of true stress perfectly fit with the experimental data, indicating that both the proposed PB model and the GRU model can accurately predict the hot compression behaviors of 7046-aluminum alloys. |
format | Online Article Text |
id | pubmed-10573377 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105733772023-10-14 High-Temperature Compression Behaviors and Constitutive Models of a 7046-Aluminum Alloy He, Daoguang Xie, Han Lin, Yongcheng Xu, Zhengbing Tan, Xianhua Xiao, Gang Materials (Basel) Article High-temperature forming behaviors of a 7046-aluminum alloy were investigated by hot compression experiments. The microstructural evolution features with the changes in deformation parameters were dissected. Results indicated the formation of massive dislocation clusters/cells and subgrains through the intense DRV mechanism at low compression temperature. With an increase in deformation temperature, the annihilation of dislocations and the coarsening of subgrains/DRX grains became prominent, due to the collaborative effects of the DRV and DRX mechanisms. However, the growth of subgrains and DRX grains displayed the weakening trend at high strain rates. Moreover, two constitutive models involving a physically based (PB) model and a gate recurrent unit (GRU) model were proposed for predicting the hot compression features. By validation analysis, the predicted values of true stress perfectly fit with the experimental data, indicating that both the proposed PB model and the GRU model can accurately predict the hot compression behaviors of 7046-aluminum alloys. MDPI 2023-09-26 /pmc/articles/PMC10573377/ /pubmed/37834549 http://dx.doi.org/10.3390/ma16196412 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 He, Daoguang Xie, Han Lin, Yongcheng Xu, Zhengbing Tan, Xianhua Xiao, Gang High-Temperature Compression Behaviors and Constitutive Models of a 7046-Aluminum Alloy |
title | High-Temperature Compression Behaviors and Constitutive Models of a 7046-Aluminum Alloy |
title_full | High-Temperature Compression Behaviors and Constitutive Models of a 7046-Aluminum Alloy |
title_fullStr | High-Temperature Compression Behaviors and Constitutive Models of a 7046-Aluminum Alloy |
title_full_unstemmed | High-Temperature Compression Behaviors and Constitutive Models of a 7046-Aluminum Alloy |
title_short | High-Temperature Compression Behaviors and Constitutive Models of a 7046-Aluminum Alloy |
title_sort | high-temperature compression behaviors and constitutive models of a 7046-aluminum alloy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10573377/ https://www.ncbi.nlm.nih.gov/pubmed/37834549 http://dx.doi.org/10.3390/ma16196412 |
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