应用逆有限元技术对软组织机构力学特性进行建模与数值分析

IF 1.3 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Frontiers in Applied Mathematics and Statistics Pub Date : 2023-04-06 DOI:10.3389/fams.2023.1064130
M. Mulk, Kazi Nusrat Islam, M. H. A. Biswas
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引用次数: 0

摘要

组织模拟材料[如聚乙烯醇低温凝胶(PVA-C)]广泛用于临床应用,如组织修复和组织工程。各种机械测试技术已被用于评估模拟组织材料的生物力学相容性。本文介绍了反有限元(FE)技术的发展,该技术是用数值优化来表征PVA-C试件的力学性能。在本研究中,将位移影响因素与有限厚度的线性弹性模型结合进行了数值分析。在分析中,研究了泊松比、试件长径比和相对压痕深度的影响,并在Sneddon方程中引入了一个新的数学项。此外,在MATLAB中开发了一种鲁棒优化算法,该算法利用有限元建模进行参数估计,并进行了严格验证。
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Modeling and numerical analysis for mechanical characterization of soft tissue mechanism applying inverse finite element technique
Tissue-mimicking materials [e.g., polyvinyl alcohol cryogel (PVA-C)] are extensively used in clinical applications such as tissue repair and tissue engineering. Various mechanical testing techniques have been used to assess the biomechanical compatibility of tissue-mimicking materials. This article presents the development of inverse finite element (FE) techniques that are solved using numerical optimization to characterize the mechanical properties of PVA-C specimens. In this study, a numerical analysis where the displacement influence factor was employed in conjunction with a linear elastic model of finite thickness was performed. In the analysis, the effects of Poisson's ratio, specimen aspect ratio, and relative indentation depth were investigated, and a novel mathematical term was introduced to Sneddon's equation. In addition, a robust optimization algorithm was developed in MATLAB that utilized FE modeling for parameter estimation before it was rigorously validated.
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来源期刊
Frontiers in Applied Mathematics and Statistics
Frontiers in Applied Mathematics and Statistics Mathematics-Statistics and Probability
CiteScore
1.90
自引率
7.10%
发文量
117
审稿时长
14 weeks
期刊最新文献
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