Quadtree SBFEM-based nonlocal damage analysis for soft biological tissues with interval parameters

IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Engineering Analysis with Boundary Elements Pub Date : 2024-09-18 DOI:10.1016/j.enganabound.2024.105959
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Abstract

The interval model, which requires less prior information than probabilistic and fuzzy models, is used to describe the uncertainty of the material and geometric parameters of soft biological tissues. A quadtree scaled boundary finite element method (quadtree SBFEM) and an optimization-based numerical algorithm are developed for the interval damage analysis of soft biological tissues. The material is hyperelastic, and the damage behavior is described by a gradient-enhanced damage model without mesh dependence. The deterministic problem is solved by the image-based quadtree SBFEM, and the interval problem is solved via an optimization based bounds estimation, which is reliable and insensitive to the scale of the intervals. A Legendre polynomial surrogate (LPS) is constructed to approximate the SBFEM-based deterministic solutions to reduce the computational cost of the optimization process. Numerical examples are presented to illustrate the effectiveness of the proposed approaches, and the uncertain behavior of the Cauchy stress and damage function.

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基于四叉树 SBFEM 的带区间参数的软生物组织非局部损伤分析
与概率模型和模糊模型相比,区间模型所需的先验信息较少,可用于描述软生物组织材料和几何参数的不确定性。针对软生物组织的区间损伤分析,开发了一种四叉树比例边界有限元法(quadtree scaled boundary finite element method, quadtree SBFEM)和一种基于优化的数值算法。材料是超弹性的,损伤行为由梯度增强损伤模型描述,不依赖网格。确定性问题通过基于图像的四叉树 SBFEM 解决,区间问题通过基于优化的边界估计解决,这种方法可靠且对区间尺度不敏感。构建了一个 Legendre 多项式代理(LPS)来近似基于 SBFEM 的确定性解,以降低优化过程的计算成本。本文列举了一些数值示例来说明所提方法的有效性,以及 Cauchy 应力和损伤函数的不确定行为。
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来源期刊
Engineering Analysis with Boundary Elements
Engineering Analysis with Boundary Elements 工程技术-工程:综合
CiteScore
5.50
自引率
18.20%
发文量
368
审稿时长
56 days
期刊介绍: This journal is specifically dedicated to the dissemination of the latest developments of new engineering analysis techniques using boundary elements and other mesh reduction methods. Boundary element (BEM) and mesh reduction methods (MRM) are very active areas of research with the techniques being applied to solve increasingly complex problems. The journal stresses the importance of these applications as well as their computational aspects, reliability and robustness. The main criteria for publication will be the originality of the work being reported, its potential usefulness and applications of the methods to new fields. In addition to regular issues, the journal publishes a series of special issues dealing with specific areas of current research. The journal has, for many years, provided a channel of communication between academics and industrial researchers working in mesh reduction methods Fields Covered: • Boundary Element Methods (BEM) • Mesh Reduction Methods (MRM) • Meshless Methods • Integral Equations • Applications of BEM/MRM in Engineering • Numerical Methods related to BEM/MRM • Computational Techniques • Combination of Different Methods • Advanced Formulations.
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