对同位素高超弹性聚合物材料及其参数识别的修改构成模型
Wei Wang1, Yang Liu1, Zongwu Xie1
1State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Harbin 150001, China.
Polymers
|August 12, 2023
概括
一个修改后的超弹性模型提高了在多轴变形下对聚合物材料的预测准确度. 这种改进的Yeoh模型甚至为未经测试的变形提供了更广泛的适用性和准确的预测.
科学领域:
- 材料科学 材料科学 材料科学
- 计算力学 计算力学 计算力学
- 聚合物物理 聚合物物理
背景情况:
- 超弹性构成模型对于工程元件设计至关重要.
- 现有的模型往往缺乏对多轴变形的通用性能和精度.
- 模型是一个基础上的超弹性模型,具有已知的优势.
研究的目的:
- 根据Yeoh模型提出一个修改后的超弹性构成模型.
- 提高超弹性聚合物材料多轴变形的预测性能.
- 引入一个准确的参数识别方法.
主要方法:
- 一个经过修改的Yeoh模型,结合了基于主要延伸的校正项.
- 一种利用循环遗传模式搜索算法的参数识别方法.
- 对各种类材料和人类大脑组织的实验数据集的验证.
主要成果:
- 修改后的模型显著提高了对多轴变形的预测准确性.
- 证明了更广泛的材料适用性,包括具有挑战性的生物组织.
- 从单轴和剪切数据准确预测未经测试的等轴变形.
结论:
- 修改后的超弹性模型提供了卓越的预测能力和更广泛的适用性.
- 提出的参数识别方法提高了模型的准确性和趋同性.
- 该模型适用于实际的工程场景,其中特定的变形数据是不可用的.
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