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Research on High Temperature Stamping Forming Performance and Process Parameters Optimization of 7075 Aluminum Alloy

The stress strain curve of 7075 aluminum alloy in the temperature range of 310 °C to 410 °C was obtained by Gleeble-3800. By Nakazima test, the isothermal thermoforming limit diagrams of 7075 aluminum alloy at different deformation temperatures and stamping speeds were acquired. Moreover, the parame...

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Autores principales: Ma, Zheng, Ji, Hongchao, Huang, Xiaomin, Xiao, Wenchao, Tang, Xuefeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8509774/
https://www.ncbi.nlm.nih.gov/pubmed/34639883
http://dx.doi.org/10.3390/ma14195485
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author Ma, Zheng
Ji, Hongchao
Huang, Xiaomin
Xiao, Wenchao
Tang, Xuefeng
author_facet Ma, Zheng
Ji, Hongchao
Huang, Xiaomin
Xiao, Wenchao
Tang, Xuefeng
author_sort Ma, Zheng
collection PubMed
description The stress strain curve of 7075 aluminum alloy in the temperature range of 310 °C to 410 °C was obtained by Gleeble-3800. By Nakazima test, the isothermal thermoforming limit diagrams of 7075 aluminum alloy at different deformation temperatures and stamping speeds were acquired. Moreover, the parameters of automotive S-rail hot stamping process were optimized by GA-BP neural network. The results show that the forming limit curve of 7075 aluminum alloy increases as the deformation temperature and stamping speed increase. The predicted optimal parameters for hot stamping of automotive S-rails by GA-BP neural network are: stamping speed is 50 mm/s, friction coefficient between die and blank is 0.1, and blank holder force is 5 kN. The maximum thinning rate at this process parameter is 9.37%, which provided a reference for 7075 aluminum alloy automotive S-rail hot stamping.
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spelling pubmed-85097742021-10-13 Research on High Temperature Stamping Forming Performance and Process Parameters Optimization of 7075 Aluminum Alloy Ma, Zheng Ji, Hongchao Huang, Xiaomin Xiao, Wenchao Tang, Xuefeng Materials (Basel) Article The stress strain curve of 7075 aluminum alloy in the temperature range of 310 °C to 410 °C was obtained by Gleeble-3800. By Nakazima test, the isothermal thermoforming limit diagrams of 7075 aluminum alloy at different deformation temperatures and stamping speeds were acquired. Moreover, the parameters of automotive S-rail hot stamping process were optimized by GA-BP neural network. The results show that the forming limit curve of 7075 aluminum alloy increases as the deformation temperature and stamping speed increase. The predicted optimal parameters for hot stamping of automotive S-rails by GA-BP neural network are: stamping speed is 50 mm/s, friction coefficient between die and blank is 0.1, and blank holder force is 5 kN. The maximum thinning rate at this process parameter is 9.37%, which provided a reference for 7075 aluminum alloy automotive S-rail hot stamping. MDPI 2021-09-22 /pmc/articles/PMC8509774/ /pubmed/34639883 http://dx.doi.org/10.3390/ma14195485 Text en © 2021 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
Ma, Zheng
Ji, Hongchao
Huang, Xiaomin
Xiao, Wenchao
Tang, Xuefeng
Research on High Temperature Stamping Forming Performance and Process Parameters Optimization of 7075 Aluminum Alloy
title Research on High Temperature Stamping Forming Performance and Process Parameters Optimization of 7075 Aluminum Alloy
title_full Research on High Temperature Stamping Forming Performance and Process Parameters Optimization of 7075 Aluminum Alloy
title_fullStr Research on High Temperature Stamping Forming Performance and Process Parameters Optimization of 7075 Aluminum Alloy
title_full_unstemmed Research on High Temperature Stamping Forming Performance and Process Parameters Optimization of 7075 Aluminum Alloy
title_short Research on High Temperature Stamping Forming Performance and Process Parameters Optimization of 7075 Aluminum Alloy
title_sort research on high temperature stamping forming performance and process parameters optimization of 7075 aluminum alloy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8509774/
https://www.ncbi.nlm.nih.gov/pubmed/34639883
http://dx.doi.org/10.3390/ma14195485
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