DocumentCode
2498753
Title
Process optimal control of sheet metal forming springback based on evolutionary strategy
Author
Liu, Wenjuan ; Liang, Zhiyong ; Huang, Tao ; Chen, Yuanbin ; Lian, Jinping
Author_Institution
Sch. of Comput. Sci., Zhaoqing Univ., Zhaoqing
fYear
2008
fDate
25-27 June 2008
Firstpage
7940
Lastpage
7945
Abstract
The paper presents a process optimal control scheme of sheet metal forming springback based on evolutionary strategy. The springback prediction model is established on orthogonal test analysis. The evolutionary strategy based on linear transformation fitness function is used as optimization algorithm, the smallest sheet metal forming springback as the goal, to complete the process parameter optimization design of multi-curvature forming, thus obtaining the best process parameters. The sheet metal forming springback test is conducted in the best process parameters. The experiment results indicate that the best process scheme can be achieved with the process optimal springback control method based on evolutionary strategy, the springback can be controlled and reduced effectively.
Keywords
elasticity; evolutionary computation; forming processes; optimal control; optimised production technology; process control; sheet metal processing; evolutionary strategy; linear transformation fitness function; multicurvature forming; orthogonal test analysis; process optimal control; process parameter optimization design; sheet metal forming; springback prediction model; Algorithm design and analysis; Design optimization; Optimal control; Optimization methods; Predictive models; Process design; Production; Shape control; Sheet materials; Testing; Springback; evolutionary strategy; multi-curvature sheet metal forming; optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4594170
Filename
4594170
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