1. Structure optimization of electromagnetic clinching die based on response surface methodology and particle swarm optimization algorithm.
- Author
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Ji, Yanan, Huang, Changqing, Sun, Xiaoming, Wang, Shu, Yang, Huan, and Cui, Xiaohui
- Subjects
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PARTICLE swarm optimization , *RESPONSE surfaces (Statistics) , *MATHEMATICAL models - Abstract
Electromagnetic clinching (EMC) is a high-speed connection technology that combines electromagnetic forming and mechanical clinching. The die structure significantly affects the mechanical properties of the joint. In this paper, an optimal method based on response surface methodology (RSM) and particle swarm optimization algorithm (PSO) is proposed to improve the mechanical properties of joints clinched by EMC. The mathematical models of die geometrical parameters and cross-sectional parameters of the joint are obtained by RSM and numerical simulation. Then, the die structure is optimized through PSO. Finally, the experiments are carried out using the optimized and standardized die. The results show small errors between the simulation and the experiment. The joint strength using a standardized die is 878 N, and energy absorption is 0.758 J. The joint strength using the optimized die is 1322 N, and energy absorption is 1.335 J. Compared with the standardized die, the joint strength and energy absorption of parts obtained by the optimized die are increased by 50.5% and 76.1%, respectively. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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