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Research on High Temperature Stamping Forming Performance and Process Parameters Optimization of 7075 Aluminum Alloy
- Source :
- Materials, Materials, Vol 14, Iss 5485, p 5485 (2021), Volume 14, Issue 19
- Publication Year :
- 2021
- Publisher :
- MDPI, 2021.
-
Abstract
- 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.
- Subjects :
- Technology
Materials science
business.product_category
GA-BP neural network
Hot stamping
Process variable
forming limit diagram
Deformation (meteorology)
Article
Forming limit diagram
General Materials Science
Composite material
Thermoforming
Microscopy
QC120-168.85
Stress–strain curve
QH201-278.5
process parameters
Stamping
Engineering (General). Civil engineering (General)
TK1-9971
Descriptive and experimental mechanics
automotive S-rail
Die (manufacturing)
Electrical engineering. Electronics. Nuclear engineering
7075 aluminum alloy
TA1-2040
business
Subjects
Details
- Language :
- English
- ISSN :
- 19961944
- Volume :
- 14
- Issue :
- 19
- Database :
- OpenAIRE
- Journal :
- Materials
- Accession number :
- edsair.doi.dedup.....47d20265929ecdafc5a68ac6bd409c2e