双稳复合板材的反向设计,采用切换道方法,以实现全局优化.
Katherine S Riley1, Mark H Jhon2, Hortense Le Ferrand3,4
1School of Mechanical Engineering, Purdue University, 585 Purdue Mall, West Lafayette, IN, 47907, USA.
Communications engineering
|August 23, 2024
概括
我们开发了一种新方法来设计可二重复合材料层,在找到适应性设计的最佳形状方面取得了99%的成功率,例如变形翼和机器人抓手.
科学领域:
- 材料科学 材料科学 材料科学
- 机械工程 机械工程
- 计算设计的计算设计.
背景情况:
- 复合板材中的双面性允许具有可调节的折射的适应性设计.
- 在聚合物矩阵加工过程中,预应变会诱导双稳定性,使两种稳定形状之间的重新配置成为可能.
- 由于它们的非线性行为,设计这些双可变层层是复杂的.
研究的目的:
- 提出一种新的计算方法,用于设计可二元化复合板材.
- 为了克服这些材料高度非线性行为所带来的挑战.
- 为了实现可变预应变场的反向设计,并实现复杂的曲率.
主要方法:
- 引入交换道方法 (STM).
- STM在基于梯度的本地最小化和道搜索阶段之间交替进行.
- 目标表达式切换用于增强数值调节.
主要成果:
- 与现有的优化器相比,STM表现出高效率.
- 在寻找一般复合材料铺设的所有能量最小值方面取得了99%的成功率.
- 启用了可变预应变场的反向设计,用于生物启发的正高斯曲率.
结论:
- STM是一种非常有效的方法,用于设计可二面化复合板材.
- 该方法可轻松创建传统技术无法实现的复杂曲线.
- 有限元分析和3D打印样品验证了最佳设计.
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