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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...

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Autores principales: He, Daoguang, Xie, Han, Lin, Yongcheng, Xu, Zhengbing, Tan, Xianhua, Xiao, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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