HyperSym: An Educational MATLAB Code for Hyperelasticity

IF 2 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Vinicius Oliveira Fontes, André Xavier Leitão, Anderson Pereira
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引用次数: 0

Abstract

Engineering students may find two challenges while studying finite element-based structural analysis: the transition from linear to nonlinear analysis theory and implementing finite element algorithms. Unlike damage and plasticity, which require often complex return mapping algorithms to update internal variables, introducing material nonlinearity with hyperelasticity is simpler as the stress tensor therein is computed explicitly from a deformation measure. To simplify the derivation process, we present HyperSym, an educational MATLAB-based tool that leverages symbolic differentiation to derive hyperelastic tensors from the strain energy density functional and automatically generate ready-to-use functions. We integrate these functions into the educational open-source finite element software  NLFEA to illustrate the connection between user-defined subroutines and a finite element framework often found in commercial packages. This paper outlines  HyperSym's core features and demonstrates its educational potential through numerical examples applicable to lecture and homework settings. Lastly, we explore potential extensions and customizations to  HyperSym for further academic projects or research. The complete version of MATLAB implementation of  HyperSym is available in a public repository, and some extensions and modifications are provided as Supporting Information.

Abstract Image

HyperSym:超弹性的教育 MATLAB 代码
工科学生在学习基于有限元的结构分析时可能会遇到两个挑战:从线性分析理论到非线性分析理论的过渡和实现有限元算法。与通常需要复杂的返回映射算法来更新内部变量的损伤和塑性不同,引入具有超弹性的材料非线性更简单,因为其中的应力张量是通过变形测量显式计算的。为了简化推导过程,我们提出了HyperSym,这是一个基于matlab的教育工具,它利用符号微分从应变能密度函数中推导出超弹性张量,并自动生成现成的函数。我们将这些功能集成到教育开源有限元软件NLFEA中,以说明用户自定义子程序与商业软件包中常见的有限元框架之间的联系。本文概述了HyperSym的核心功能,并通过适用于讲座和作业设置的数值示例展示了其教育潜力。最后,我们探讨了HyperSym的潜在扩展和定制,以用于进一步的学术项目或研究。HyperSym的MATLAB实现的完整版本可在公共存储库中获得,并提供了一些扩展和修改作为支持信息。
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来源期刊
Computer Applications in Engineering Education
Computer Applications in Engineering Education 工程技术-工程:综合
CiteScore
7.20
自引率
10.30%
发文量
100
审稿时长
6-12 weeks
期刊介绍: Computer Applications in Engineering Education provides a forum for publishing peer-reviewed timely information on the innovative uses of computers, Internet, and software tools in engineering education. Besides new courses and software tools, the CAE journal covers areas that support the integration of technology-based modules in the engineering curriculum and promotes discussion of the assessment and dissemination issues associated with these new implementation methods.
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