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使用有限元素方法的4D打印结构的反向设计框架
Zaiyang Liu1, Kusuma Betha Cahaya Imani1, Mengtao Wang2
1Department of Robotics, Ritsumeikan University, Shiga, 525-8577, Japan.
Scientific reports
|November 27, 2025
概括
本研究介绍了4D打印结构的反向设计框架,使得可编程,变形材料的创建成为可能. 有限元法 (FEM) 方法确定了理想的刺激响应转换的最佳打印几何.
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:
- 4D打印使结构能够随着时间的推移而改变形状,以应对刺激.
- 传统的前向模拟可以预测变形,但不能设计初始几何形状.
- 设计复杂的,响应刺激的4D打印结构需要先进的计算工具.
研究的目的:
- 使用有限元法 (FEM) 开发4D打印结构的反向设计框架.
- 为了能够创建具有可编程,时间依赖的形状转换的结构.
- 为设计具有特定功能的定制4D打印对象提供计算工具.
主要方法:
- 开发了一个基于FEM的反向设计框架,结合了粘性弹性,几何非线性和时间依赖行为.
- 制定了逆向设计问题作为一个优化任务.
- 实现了一种工作流,允许用户指定目标形状和边界条件.
主要成果:
- 通过涉及双层执行器和软抓柄的案例研究证明了框架的准确性和适应性.
- 成功设计了使用不同刺激的可编程形状转换的4D打印结构.
- 验证了框架能够从特定的初始几何形状预测和实现所需的最终形状的能力.
结论:
- 拟议的基于FEM的反向设计框架是4D打印结构的通用和准确工具.
- 该框架有助于设计复杂的,对刺激有反应的材料,具有定制的形状变化能力.
- 这种计算方法为先进的4D打印应用程序的反向设计提供了实际解决方案.
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