使用分组遗传算法在渐进模具中的自动条纹布局设计
Mehran Afshari1, Behrooz Arezoo2
1Department of Mechanical Engineering, Faculty of Engineering, Arak University, Arak, 38156-88349, Iran. m-afshari@araku.ac.ir.
Scientific reports
|August 3, 2025
概括
本研究介绍了一种自动化方法,用于使用分组遗传算法进行渐进式压条布局设计. 该方法优化了较少的站点和平衡的扭矩,提高了金属板件生产的效率.
科学领域:
- 制造业 工程 制造工程
- 计算工程 计算工程 计算工程
背景情况:
- 条纹布局设计是渐进式模具设计的一个关键和复杂的方面.
- 现有的方法往往难以同时优化多个目标,如站数和扭矩平衡.
研究的目的:
- 开发一种新的方法,用于在渐进式中自动设计条纹布局.
- 为了同时优化最低数量的站点和扭矩平衡.
主要方法:
- 使用分组遗传算法进行优化.
- 实现了双重目标的功能:最小化站点和实现扭矩平衡.
- 在SolidWorks内部开发C#软件,用于算法执行.
主要成果:
- 该算法通过结合活跃或空站成功平衡压力扭矩.
- 与现有方法进行性能比较,在经过测试的案例中证明了改进的结果.
- 该软件将冲孔形状和约束作为输入,以生成条纹布局.
结论:
- 拟议的分组遗传算法为自动化的渐进式压条布局设计提供了有效的解决方案.
- 同时优化站数和扭矩平衡,可以提高设计效率.
- 开发的软件为金属板件生产的工程师提供了一个实用的工具.
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