首页 > 最新文献

International Journal for Numerical Methods in Engineering最新文献

英文 中文
Application of adaptive virtual element method to thermodynamic topology optimization 自适应虚拟元素法在热力学拓扑优化中的应用
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-08 DOI: 10.1002/nme.7575
Mertcan Cihan, Robin Aichele, Dustin Roman Jantos, Philipp Junker
In this work, a low‐order virtual element method (VEM) with adaptive meshing is applied for thermodynamic topology optimization with linear elastic material for the two‐dimensional case. VEM has various significant advantages compared to other numerical discretization techniques, for example the finite element method (FEM). One advantage is the flexibility to use arbitrary shaped elements including the possibility to add nodes on the fly during simulation, which opens a new variety of application fields. The latter mentioned feature is used in this publication to propose an adaptive mesh‐refinement strategy during the thermodynamic optimization procedure and investigate its feasibility. The thermodynamic topology optimization (TTO) includes a efficient gradient‐enhanced approach to regularization of the otherwise ill‐posed density based topology optimization approach and was already applied to various material models in combination with finite elements. However, the special numerical treatment leading to efficiency of the regularization approach within the TTO has to be modified to be applicable to VEM, which is presented in the publication. We show the performance of this framework by investigating several numerical results on benchmark problems.
本研究采用自适应网格划分的低阶虚拟元素法(VEM)对二维情况下的线性弹性材料进行热力学拓扑优化。与有限元法(FEM)等其他数值离散技术相比,虚元法具有多种显著优势。其中一个优势是可以灵活使用任意形状的元素,包括在模拟过程中即时添加节点的可能性,从而开辟了新的应用领域。本出版物利用后者的特点,在热力学优化过程中提出了一种自适应网格细化策略,并对其可行性进行了研究。热力学拓扑优化(TTO)包括一种有效的梯度增强方法,用于对基于密度的拙劣拓扑优化方法进行正则化,并已结合有限元应用于各种材料模型。然而,TTO 中导致正则化方法效率的特殊数值处理方法必须进行修改才能适用于 VEM,这将在本出版物中介绍。我们通过对几个基准问题的数值结果进行研究,展示了这一框架的性能。
{"title":"Application of adaptive virtual element method to thermodynamic topology optimization","authors":"Mertcan Cihan, Robin Aichele, Dustin Roman Jantos, Philipp Junker","doi":"10.1002/nme.7575","DOIUrl":"https://doi.org/10.1002/nme.7575","url":null,"abstract":"In this work, a low‐order <jats:italic>virtual element method</jats:italic> (VEM) with adaptive meshing is applied for thermodynamic topology optimization with linear elastic material for the two‐dimensional case. VEM has various significant advantages compared to other numerical discretization techniques, for example the <jats:italic>finite element method</jats:italic> (FEM). One advantage is the flexibility to use arbitrary shaped elements including the possibility to add nodes on the fly during simulation, which opens a new variety of application fields. The latter mentioned feature is used in this publication to propose an adaptive mesh‐refinement strategy during the thermodynamic optimization procedure and investigate its feasibility. The thermodynamic topology optimization (TTO) includes a efficient gradient‐enhanced approach to regularization of the otherwise ill‐posed density based topology optimization approach and was already applied to various material models in combination with finite elements. However, the special numerical treatment leading to efficiency of the regularization approach within the TTO has to be modified to be applicable to VEM, which is presented in the publication. We show the performance of this framework by investigating several numerical results on benchmark problems.","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141934842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A robust cut‐cell finite element method for Poisson's equation in three dimensions 三维泊松方程的稳健切割单元有限元方法
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-06 DOI: 10.1002/nme.7577
Donghao Li, Panayiotis Papadopoulos
SummaryThis article documents a cut‐cell finite element method for solving Poisson's equation in smooth three‐dimensional domains using a uniform, Cartesian axis‐aligned grid. Neumann boundary conditions are imposed weakly by way of a Delaunay triangulation, while Dirichlet boundary conditions are imposed strongly using a projection method. A set of numerical simulations demonstrates the proposed method is robust and preserves the asymptotic rate of convergence expected of corresponding body‐fitted methods.
摘要 本文介绍了一种切割单元有限元方法,该方法采用统一的笛卡尔轴对齐网格,用于求解光滑三维域中的泊松方程。通过 Delaunay 三角剖分法弱化了 Neumann 边界条件,而通过投影法强化了 Dirichlet 边界条件。一组数值模拟表明,所提出的方法是稳健的,并保持了相应的体拟合方法所预期的渐进收敛速率。
{"title":"A robust cut‐cell finite element method for Poisson's equation in three dimensions","authors":"Donghao Li, Panayiotis Papadopoulos","doi":"10.1002/nme.7577","DOIUrl":"https://doi.org/10.1002/nme.7577","url":null,"abstract":"SummaryThis article documents a cut‐cell finite element method for solving Poisson's equation in smooth three‐dimensional domains using a uniform, Cartesian axis‐aligned grid. Neumann boundary conditions are imposed weakly by way of a Delaunay triangulation, while Dirichlet boundary conditions are imposed strongly using a projection method. A set of numerical simulations demonstrates the proposed method is robust and preserves the asymptotic rate of convergence expected of corresponding body‐fitted methods.","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141934844","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Large‐scale elasto‐plastic topology optimization 大规模弹塑性拓扑优化
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-04 DOI: 10.1002/nme.7583
Gunnar Granlund, Mathias Wallin
This work presents large‐scale elasto‐plastic topology optimization for design of structures with maximized energy absorption and tailored mechanical response. The implementation uses parallel computations to address multi million element three‐dimensional problems. Design updates are generated using the gradient‐based method of moving asymptotes and the material is modeled using small strain, nonlinear isotropic hardening wherein the coaxiality between the plastic strain rate and stress is exploited. This formulation renders an efficient state solve and we demonstrate that the adjoint sensitivity scheme resembles that of the state update. Furthermore, the KKT condition is enforced directly into the path dependent adjoint sensitivity analysis which eliminates the need of monitoring the elasto‐plastic switches when calculating the gradients and provides a straight forward framework for elasto‐plastic topology optimization. Numerical examples show that structures discretized using several millions degrees of freedom and loaded in multiple load steps can be designed within a reasonable time frame.
这项研究提出了大规模弹塑性拓扑优化技术,用于设计具有最大能量吸收和定制机械响应的结构。实施过程使用并行计算来解决数百万个元素的三维问题。设计更新采用基于梯度的移动渐近线方法生成,材料采用小应变、非线性各向同性硬化建模,其中利用了塑性应变率和应力之间的同轴性。这种计算方法可以高效地进行状态求解,我们还证明了邻接灵敏度方案与状态更新方案的相似性。此外,KKT 条件是直接在路径相关的辅助灵敏度分析中强制执行的,这就消除了在计算梯度时监测弹塑性开关的需要,并为弹塑性拓扑优化提供了一个直接向前的框架。数值示例表明,使用数百万自由度离散和多负载步骤加载的结构可以在合理的时间内完成设计。
{"title":"Large‐scale elasto‐plastic topology optimization","authors":"Gunnar Granlund, Mathias Wallin","doi":"10.1002/nme.7583","DOIUrl":"https://doi.org/10.1002/nme.7583","url":null,"abstract":"This work presents large‐scale elasto‐plastic topology optimization for design of structures with maximized energy absorption and tailored mechanical response. The implementation uses parallel computations to address multi million element three‐dimensional problems. Design updates are generated using the gradient‐based method of moving asymptotes and the material is modeled using small strain, nonlinear isotropic hardening wherein the coaxiality between the plastic strain rate and stress is exploited. This formulation renders an efficient state solve and we demonstrate that the adjoint sensitivity scheme resembles that of the state update. Furthermore, the KKT condition is enforced directly into the path dependent adjoint sensitivity analysis which eliminates the need of monitoring the elasto‐plastic switches when calculating the gradients and provides a straight forward framework for elasto‐plastic topology optimization. Numerical examples show that structures discretized using several millions degrees of freedom and loaded in multiple load steps can be designed within a reasonable time frame.","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141969815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Generating microstructures of long fiber reinforced composites by the fused sequential addition and migration method 用熔融顺序添加和迁移法生成长纤维增强复合材料的微结构
IF 2.7 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-03 DOI: 10.1002/nme.7573
Celine Lauff, Matti Schneider, John Montesano, Thomas Böhlke

We introduce the fused sequential addition and migration (fSAM) algorithm for generating microstructures of fiber composites with long, flexible, nonoverlapping fibers and industrial volume fractions. The proposed algorithm is based on modeling the fibers as polygonal chains and enforcing, on the one hand, the nonoverlapping constraints by an optimization framework. The connectivity constraints, on the other hand, are treated via constrained mechanical systems of d'Alembert type. In case of straight, that is, nonflexible, fibers, the proposed algorithm reduces to the SAM (Comput. Mech., 59, 247–263, 2017) algorithm, a well-established method for generating short fiber-reinforced composites. We provide a detailed discussion of the equations governing the motion of a flexible fiber and discuss the efficient numerical treatment. We elaborate on the integration into an existing SAM code and explain the selection of the numerical parameters. To capture the fiber length distributions of long fiber reinforced composites, we sample the fiber lengths from the Gamma distribution and introduce a strategy to incorporate extremely long fibers. We study the microstructure generation capabilities of the proposed algorithm. The computational examples demonstrate the superiority of the novel microstructure-generation technology over the state of the art, realizing large fiber aspect ratios (up to 2800) and high fiber volume fractions (up to 32%$$ 32% $$ for an aspect ratio of 150) for experimentally measured fiber orientation tensors.

我们引入了熔融顺序添加和迁移(fSAM)算法,用于生成具有长、柔性、非重叠纤维和工业体积分数的纤维复合材料的微结构。所提出的算法基于将纤维建模为多边形链,并通过优化框架强制执行非重叠约束。另一方面,连接性约束通过达朗贝尔约束机械系统来处理。在直纤维,即非柔性纤维的情况下,所提出的算法简化为 SAM 算法(Comput. Mech., 59, 247-263, 2017),这是一种成熟的生成短纤维增强复合材料的方法。我们详细讨论了控制柔性纤维运动的方程,并讨论了高效的数值处理方法。我们详细说明了如何将其集成到现有的 SAM 代码中,并解释了数值参数的选择。为了捕捉长纤维增强复合材料的纤维长度分布,我们从伽马分布中对纤维长度进行了采样,并介绍了纳入超长纤维的策略。我们研究了所提算法的微结构生成能力。计算实例证明了新颖的微结构生成技术优于现有技术,在实验测量的纤维取向张量中实现了大纤维纵横比(高达 2800)和高纤维体积分数(纵横比高达 150)。
{"title":"Generating microstructures of long fiber reinforced composites by the fused sequential addition and migration method","authors":"Celine Lauff,&nbsp;Matti Schneider,&nbsp;John Montesano,&nbsp;Thomas Böhlke","doi":"10.1002/nme.7573","DOIUrl":"10.1002/nme.7573","url":null,"abstract":"<p>We introduce the fused sequential addition and migration (fSAM) algorithm for generating microstructures of fiber composites with long, flexible, nonoverlapping fibers and industrial volume fractions. The proposed algorithm is based on modeling the fibers as polygonal chains and enforcing, on the one hand, the nonoverlapping constraints by an optimization framework. The connectivity constraints, on the other hand, are treated via constrained mechanical systems of d'Alembert type. In case of straight, that is, nonflexible, fibers, the proposed algorithm reduces to the SAM (<i>Comput. Mech.</i>, 59, 247–263, 2017) algorithm, a well-established method for generating short fiber-reinforced composites. We provide a detailed discussion of the equations governing the motion of a flexible fiber and discuss the efficient numerical treatment. We elaborate on the integration into an existing SAM code and explain the selection of the numerical parameters. To capture the fiber length distributions of long fiber reinforced composites, we sample the fiber lengths from the Gamma distribution and introduce a strategy to incorporate extremely long fibers. We study the microstructure generation capabilities of the proposed algorithm. The computational examples demonstrate the superiority of the novel microstructure-generation technology over the state of the art, realizing large fiber aspect ratios (up to 2800) and high fiber volume fractions (up to <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mn>32</mn>\u0000 <mo>%</mo>\u0000 </mrow>\u0000 <annotation>$$ 32% $$</annotation>\u0000 </semantics></math> for an aspect ratio of 150) for experimentally measured fiber orientation tensors.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.7573","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141934911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Accurate data‐driven surrogates of dynamical systems for forward propagation of uncertainty 用于不确定性前向传播的动力系统的精确数据驱动代用品
IF 2.9 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-03 DOI: 10.1002/nme.7576
Saibal De, Reese E. Jones, Hemanth Kolla
Stochastic collocation (SC) is a well‐known non‐intrusive method of constructing surrogate models for uncertainty quantification. In dynamical systems, SC is especially suited for full‐field uncertainty propagation that characterizes the distributions of the high‐dimensional solution fields of a model with stochastic input parameters. However, due to the highly nonlinear nature of the parameter‐to‐solution map in even the simplest dynamical systems, the constructed SC surrogates are often inaccurate. This work presents an alternative approach, where we apply the SC approximation over the dynamics of the model, rather than the solution. By combining the data‐driven sparse identification of nonlinear dynamics framework with SC, we construct dynamics surrogates and integrate them through time to construct the surrogate solutions. We demonstrate that the SC‐over‐dynamics framework leads to smaller errors, both in terms of the approximated system trajectories as well as the model state distributions, when compared against full‐field SC applied to the solutions directly. We present numerical evidence of this improvement using three test problems: a chaotic ordinary differential equation, and two partial differential equations from solid mechanics.
随机配准(SC)是一种著名的非侵入式方法,用于构建不确定性量化的代用模型。在动态系统中,SC 特别适用于全场不确定性传播,以描述具有随机输入参数的模型的高维解场分布。然而,即使在最简单的动力学系统中,由于参数到解映射的高度非线性性质,所构建的 SC 代理往往并不准确。本研究提出了另一种方法,即在模型动态而非解法上应用 SC 近似。通过将数据驱动的非线性动力学稀疏识别框架与 SC 相结合,我们构建了动力学代用体,并对其进行时间整合,从而构建代用解。我们证明,与直接应用于解法的全场 SC 相比,SC-over-dynamics 框架在近似系统轨迹和模型状态分布方面都能带来更小的误差。我们用三个测试问题展示了这种改进的数值证据:一个混沌常微分方程和两个固体力学偏微分方程。
{"title":"Accurate data‐driven surrogates of dynamical systems for forward propagation of uncertainty","authors":"Saibal De, Reese E. Jones, Hemanth Kolla","doi":"10.1002/nme.7576","DOIUrl":"https://doi.org/10.1002/nme.7576","url":null,"abstract":"Stochastic collocation (SC) is a well‐known non‐intrusive method of constructing surrogate models for uncertainty quantification. In dynamical systems, SC is especially suited for full‐field uncertainty propagation that characterizes the distributions of the high‐dimensional solution fields of a model with stochastic input parameters. However, due to the highly nonlinear nature of the parameter‐to‐solution map in even the simplest dynamical systems, the constructed SC surrogates are often inaccurate. This work presents an alternative approach, where we apply the SC approximation over the dynamics of the model, rather than the solution. By combining the data‐driven sparse identification of nonlinear dynamics framework with SC, we construct dynamics surrogates and integrate them through time to construct the surrogate solutions. We demonstrate that the SC‐over‐dynamics framework leads to smaller errors, both in terms of the approximated system trajectories as well as the model state distributions, when compared against full‐field SC applied to the solutions directly. We present numerical evidence of this improvement using three test problems: a chaotic ordinary differential equation, and two partial differential equations from solid mechanics.","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141934912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An improved natural stabilized nodal integration for locking-related materials in meshfree methods 无网格法中锁定相关材料的改进型自然稳定节点积分法
IF 2.7 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-02 DOI: 10.1002/nme.7584
Huy Anh Nguyen, Satoyuki Tanaka, Tinh Quoc Bui

An improved naturally stabilized nodal integration (NSNI) is presented for resolving displacement locking concerned with highly orthotropic and nearly incompressible materials in the linear setting. It is recognized that the original NSNI is susceptible to the locking when dealing with these types of materials. The proposed method utilizes spectral decomposition to split the elasticity matrix into stiff and nonstiff parts. The terms associated with the stiff modes in the bilinear form are sampled by nodal integration (NI) without stabilization, whereas the other terms are integrated with NSNI. This approach leads to a unified implementation to handle locking in both types of materials. The performance and convergence of the proposed formulation are verified through several two- and three-dimensional numerical examples, illustrating the advantages of the presented method over its standard counterpart.

本文提出了一种改进的自然稳定节点积分法(NSNI),用于解决线性环境下高度各向同性和几乎不可压缩材料的位移锁定问题。我们认识到,原始的自然稳定节点积分法在处理这些类型的材料时容易受到位移锁定的影响。所提出的方法利用频谱分解将弹性矩阵分为刚性和非刚性部分。在双线性形式中,与刚性模式相关的项通过节点积分(NI)进行采样,无需稳定,而其他项则通过 NSNI 进行积分。通过这种方法,可以对两种材料的锁定进行统一处理。通过几个二维和三维数值示例验证了所提公式的性能和收敛性,说明了所提方法相对于标准方法的优势。
{"title":"An improved natural stabilized nodal integration for locking-related materials in meshfree methods","authors":"Huy Anh Nguyen,&nbsp;Satoyuki Tanaka,&nbsp;Tinh Quoc Bui","doi":"10.1002/nme.7584","DOIUrl":"10.1002/nme.7584","url":null,"abstract":"<p>An improved naturally stabilized nodal integration (NSNI) is presented for resolving displacement locking concerned with highly orthotropic and nearly incompressible materials in the linear setting. It is recognized that the original NSNI is susceptible to the locking when dealing with these types of materials. The proposed method utilizes spectral decomposition to split the elasticity matrix into stiff and nonstiff parts. The terms associated with the stiff modes in the bilinear form are sampled by nodal integration (NI) without stabilization, whereas the other terms are integrated with NSNI. This approach leads to a unified implementation to handle locking in both types of materials. The performance and convergence of the proposed formulation are verified through several two- and three-dimensional numerical examples, illustrating the advantages of the presented method over its standard counterpart.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.7584","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141881117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identification of an N-valued heterogeneous conductivity profile in an inverse heat conduction problem 反热传导问题中 N 值异质传导曲线的识别
IF 2.7 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-02 DOI: 10.1002/nme.7578
Angel A. Ciarbonetti, Sergio Idelsohn, Gisela L. Mazzieri, Ruben D. Spies

In this article we deal with the problem of determining a non-homogeneous N$$ N $$-valued heat conductivity profile in a steady-state heat conduction boundary-value problem with mixed Dirichlet-Neumann boundary conditions over a bounded domain in n$$ {mathbb{R}}^n $$, from the knowledge of the temperature field over the whole domain. In a previous work we developed a method based on a variational approach of the PDE leading to an optimality equation which is then projected into a finite dimensional space. Discretization of the optimality equation then yields a linear although severely ill-posed equation which is then regularized via appropriate ad-hoc penalizers based upon a-priori information about the conductivities of all materials present. This process results in a generalized Tikhonov-Phillips functional whose global minimizer yields our approximate solution to the inverse problem. In our previous work we showed that this approach yields quite satisfactory results in the cases of two different conductivities. We considered here an appropriate extension of that approach for the N$$ N $$ materials case and show a few numerical examples for the case N=3$$ N=3 $$ in which the method is able to produce very good reconstructions of the exact solution.

摘要 在本文中,我们讨论了如何根据对整个域的温度场的了解,在一个有界域上确定一个稳态热传导边界值问题中的非均质-值热传导剖面,该问题具有混合 Dirichlet-Neumann 边界条件。在之前的研究中,我们开发了一种基于变分法的方法,通过该方法可以得到一个最优方程,然后将该方程投影到有限维空间中。优化方程的离散化产生了一个线性方程,虽然这个方程存在严重的问题,但我们会根据所有存在材料的电导率信息,通过适当的临时惩罚器对其进行正则化。这一过程会产生一个广义的 Tikhonov-Phillips 函数,其全局最小值会产生逆问题的近似解。在我们之前的工作中,我们已经证明这种方法在两种不同电导率的情况下都能产生令人满意的结果。在此,我们考虑将该方法适当扩展到材料情况,并展示了几个数值示例,在这些示例中,该方法能够很好地重建精确解。
{"title":"Identification of an N-valued heterogeneous conductivity profile in an inverse heat conduction problem","authors":"Angel A. Ciarbonetti,&nbsp;Sergio Idelsohn,&nbsp;Gisela L. Mazzieri,&nbsp;Ruben D. Spies","doi":"10.1002/nme.7578","DOIUrl":"10.1002/nme.7578","url":null,"abstract":"<div>\u0000 \u0000 <p>In this article we deal with the problem of determining a non-homogeneous <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>N</mi>\u0000 </mrow>\u0000 <annotation>$$ N $$</annotation>\u0000 </semantics></math>-valued heat conductivity profile in a steady-state heat conduction boundary-value problem with mixed Dirichlet-Neumann boundary conditions over a bounded domain in <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <msup>\u0000 <mrow>\u0000 <mi>ℝ</mi>\u0000 </mrow>\u0000 <mrow>\u0000 <mi>n</mi>\u0000 </mrow>\u0000 </msup>\u0000 </mrow>\u0000 <annotation>$$ {mathbb{R}}^n $$</annotation>\u0000 </semantics></math>, from the knowledge of the temperature field over the whole domain. In a previous work we developed a method based on a variational approach of the PDE leading to an optimality equation which is then projected into a finite dimensional space. Discretization of the optimality equation then yields a linear although severely ill-posed equation which is then regularized via appropriate ad-hoc penalizers based upon a-priori information about the conductivities of all materials present. This process results in a generalized Tikhonov-Phillips functional whose global minimizer yields our approximate solution to the inverse problem. In our previous work we showed that this approach yields quite satisfactory results in the cases of two different conductivities. We considered here an appropriate extension of that approach for the <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>N</mi>\u0000 </mrow>\u0000 <annotation>$$ N $$</annotation>\u0000 </semantics></math> materials case and show a few numerical examples for the case <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>N</mi>\u0000 <mo>=</mo>\u0000 <mn>3</mn>\u0000 </mrow>\u0000 <annotation>$$ N=3 $$</annotation>\u0000 </semantics></math> in which the method is able to produce very good reconstructions of the exact solution.</p>\u0000 </div>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141880941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel phase-field monolithic scheme for brittle crack propagation based on the limited-memory BFGS method with adaptive mesh refinement 基于自适应网格细化的有限记忆 BFGS 方法的新型脆性裂纹传播相场整体方案
IF 2.7 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-29 DOI: 10.1002/nme.7572
Tao Jin, Zhao Li, Kuiying Chen

The phase-field formulation for fracture propagation is widely adopted due to its capability of naturally treating complex crack geometries. The challenges of the phase-field crack simulation include the non-convexity of the underlying energy functional and the expensive computational cost associated with the fine mesh required to resolve the phase-field length-scale around the crack region. We present a novel phase-field monolithic scheme based on the limited-memory Broyden–Fletcher–Goldfarb–Shanno (BFGS) method, or the L-BFGS method, to address the convergence difficulties usually encountered by a Newton-based approach because of the non-convex energy functional. Comparing with the conventional BFGS method, the L-BFGS monolithic scheme avoids to store the fully dense Hessian approximation matrix. This feature is critical in the context of finite element simulations. To alleviate the expensive computational cost, we integrate the proposed L-BFGS monolithic scheme with an adaptive mesh refinement (AMR) technique. We provide the algorithmic details about the proposed L-BFGS monolithic scheme, especially about how to handle the hanging-node constraints generated during the AMR process as extra linear constraints. Several two-dimensional (2D) and three-dimensional (3D) numerical examples are provided to demonstrate the capabilities of the proposed monolithic scheme, including the accuracy, the robustness, and the computational efficiency regarding the memory consumption and the wall-clock time. Particularly, we emphasize the importance of the appropriately chosen convergence criteria for brute crack propagation. The proposed L-BFGS phase-field monolithic scheme combined with the AMR technique offers an accurate, robust, and efficient approach to model brittle crack propagation in both 2D and 3D problems.

由于相场公式能够自然处理复杂的裂纹几何形状,因此被广泛采用。相场裂纹模拟面临的挑战包括基础能量函数的非凸性,以及解决裂纹区域周围相场长度尺度所需的精细网格带来的昂贵计算成本。我们提出了一种基于有限记忆 Broyden-Fletcher-Goldfarb-Shanno (BFGS) 方法(或称 L-BFGS 方法)的新型相场整体方案,以解决基于牛顿的方法因能量函数的非凸性而通常遇到的收敛困难。与传统的 BFGS 方法相比,L-BFGS 整体方案避免了存储全密集的 Hessian 近似矩阵。这一特点在有限元模拟中至关重要。为了减轻昂贵的计算成本,我们将提出的 L-BFGS 整体方案与自适应网格细化(AMR)技术相结合。我们提供了有关 L-BFGS 整体方案的算法细节,特别是如何将 AMR 过程中产生的悬挂节点约束作为额外的线性约束来处理。我们提供了几个二维(2D)和三维(3D)数值示例,以展示所提出的单片方案的能力,包括精度、鲁棒性以及内存消耗和壁钟时间方面的计算效率。我们特别强调了适当选择收敛标准对于蛮裂传播的重要性。所提出的 L-BFGS 相场整体方案与 AMR 技术相结合,为二维和三维问题中的脆性裂纹传播建模提供了一种精确、稳健和高效的方法。
{"title":"A novel phase-field monolithic scheme for brittle crack propagation based on the limited-memory BFGS method with adaptive mesh refinement","authors":"Tao Jin,&nbsp;Zhao Li,&nbsp;Kuiying Chen","doi":"10.1002/nme.7572","DOIUrl":"10.1002/nme.7572","url":null,"abstract":"<p>The phase-field formulation for fracture propagation is widely adopted due to its capability of naturally treating complex crack geometries. The challenges of the phase-field crack simulation include the non-convexity of the underlying energy functional and the expensive computational cost associated with the fine mesh required to resolve the phase-field length-scale around the crack region. We present a novel phase-field monolithic scheme based on the limited-memory Broyden–Fletcher–Goldfarb–Shanno (BFGS) method, or the L-BFGS method, to address the convergence difficulties usually encountered by a Newton-based approach because of the non-convex energy functional. Comparing with the conventional BFGS method, the L-BFGS monolithic scheme avoids to store the fully dense Hessian approximation matrix. This feature is critical in the context of finite element simulations. To alleviate the expensive computational cost, we integrate the proposed L-BFGS monolithic scheme with an adaptive mesh refinement (AMR) technique. We provide the algorithmic details about the proposed L-BFGS monolithic scheme, especially about how to handle the hanging-node constraints generated during the AMR process as extra linear constraints. Several two-dimensional (2D) and three-dimensional (3D) numerical examples are provided to demonstrate the capabilities of the proposed monolithic scheme, including the accuracy, the robustness, and the computational efficiency regarding the memory consumption and the wall-clock time. Particularly, we emphasize the importance of the appropriately chosen convergence criteria for brute crack propagation. The proposed L-BFGS phase-field monolithic scheme combined with the AMR technique offers an accurate, robust, and efficient approach to model brittle crack propagation in both 2D and 3D problems.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.7572","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141866347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Featured Cover 精选封面
IF 2.7 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-19 DOI: 10.1002/nme.7570
Bing-Bing Xu, Yi-Fan Wang, Peter Wriggers

The cover image is based on the Research Article Stabilization-free virtual element method for 2D elastoplastic problems by Bing-Bing Xu et al., https://doi.org/10.1002/nme.7490.

封面图片基于徐兵兵等人的研究文章《二维弹塑性问题的无稳定虚拟元素法》,https://doi.org/10.1002/nme.7490。
{"title":"Featured Cover","authors":"Bing-Bing Xu,&nbsp;Yi-Fan Wang,&nbsp;Peter Wriggers","doi":"10.1002/nme.7570","DOIUrl":"https://doi.org/10.1002/nme.7570","url":null,"abstract":"<p>The cover image is based on the Research Article <i>Stabilization-free virtual element method for 2D elastoplastic problems</i> by Bing-Bing Xu et al., https://doi.org/10.1002/nme.7490.\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/nme.7570","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141730009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Stable numerics for finite-strain elasticity 有限应变弹性的稳定数值计算
IF 2.7 3区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-19 DOI: 10.1002/nme.7563
Rezgar Shakeri, Leila Ghaffari, Jeremy L. Thompson, Jed Brown

A backward stable numerical calculation of a function with condition number κ$$ kappa $$ will have a relative accuracy of κϵmachine$$ kappa {epsilon}_{mathrm{machine}} $$. Standard formulations and software implementations of finite-strain elastic materials models make use of the deformation gradient F=I+u/X$$ boldsymbol{F}=I+partial boldsymbol{u}/partial boldsymbol{X} $$ and Cauchy-Green tensors. These formulations are not numerically stable, leading to loss of several digits of accuracy when used in the small strain regime, and often precluding the use of single precision floating point arithmetic. We trace the source of this instability to specific points of numerical cancellation, interpretable as ill-conditioned steps. We show how to compute various strain measures in a stable way and how to transform common constitutive models to their stable representations, formulated in either initial or current configuration. The stable formulations all provide accuracy of order ϵmachine$$ {epsilon}_{mathrm{machine}} $$. In many cases, the stable formulations have elegant representations in terms of appropriate strain measures and offer geometric intuition that is lacking in their standard representation. We show that algorithmic differentiation can stably compute stresses so long as the strain energy is expressed stably, and give principles for stable computation that can be applied to inelastic materials.

具有条件数的函数的后向稳定数值计算的相对精度为 。 有限应变弹性材料模型的标准公式和软件实现使用变形梯度和考奇-格林张量。这些公式在数值上并不稳定,在小应变机制中使用时会导致几位数的精度损失,而且通常无法使用单精度浮点运算。我们将这种不稳定性的根源追溯到数值抵消的特定点,可解释为条件不良的步骤。我们展示了如何以稳定的方式计算各种应变度量,以及如何将常见的构成模型转换为其稳定的表示形式,并以初始或当前配置进行表述。稳定表述的精度都达到了.级。在许多情况下,稳定公式都可以用适当的应变度量进行优雅的表述,并提供其标准表述所缺乏的几何直观性。我们证明,只要应变能表达稳定,算法微分就能稳定计算应力,并给出了可应用于非弹性材料的稳定计算原则。
{"title":"Stable numerics for finite-strain elasticity","authors":"Rezgar Shakeri,&nbsp;Leila Ghaffari,&nbsp;Jeremy L. Thompson,&nbsp;Jed Brown","doi":"10.1002/nme.7563","DOIUrl":"10.1002/nme.7563","url":null,"abstract":"<p>A backward stable numerical calculation of a function with condition number <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>κ</mi>\u0000 </mrow>\u0000 <annotation>$$ kappa $$</annotation>\u0000 </semantics></math> will have a relative accuracy of <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>κ</mi>\u0000 <msub>\u0000 <mrow>\u0000 <mi>ϵ</mi>\u0000 </mrow>\u0000 <mrow>\u0000 <mtext>machine</mtext>\u0000 </mrow>\u0000 </msub>\u0000 </mrow>\u0000 <annotation>$$ kappa {epsilon}_{mathrm{machine}} $$</annotation>\u0000 </semantics></math>. Standard formulations and software implementations of finite-strain elastic materials models make use of the deformation gradient <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>F</mi>\u0000 <mo>=</mo>\u0000 <mi>I</mi>\u0000 <mo>+</mo>\u0000 <mi>∂</mi>\u0000 <mi>u</mi>\u0000 <mo>/</mo>\u0000 <mi>∂</mi>\u0000 <mi>X</mi>\u0000 </mrow>\u0000 <annotation>$$ boldsymbol{F}=I+partial boldsymbol{u}/partial boldsymbol{X} $$</annotation>\u0000 </semantics></math> and Cauchy-Green tensors. These formulations are not numerically stable, leading to loss of several digits of accuracy when used in the small strain regime, and often precluding the use of single precision floating point arithmetic. We trace the source of this instability to specific points of numerical cancellation, interpretable as ill-conditioned steps. We show how to compute various strain measures in a stable way and how to transform common constitutive models to their stable representations, formulated in either initial or current configuration. The stable formulations all provide accuracy of order <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <msub>\u0000 <mrow>\u0000 <mi>ϵ</mi>\u0000 </mrow>\u0000 <mrow>\u0000 <mtext>machine</mtext>\u0000 </mrow>\u0000 </msub>\u0000 </mrow>\u0000 <annotation>$$ {epsilon}_{mathrm{machine}} $$</annotation>\u0000 </semantics></math>. In many cases, the stable formulations have elegant representations in terms of appropriate strain measures and offer geometric intuition that is lacking in their standard representation. We show that algorithmic differentiation can stably compute stresses so long as the strain energy is expressed stably, and give principles for stable computation that can be applied to inelastic materials.</p>","PeriodicalId":13699,"journal":{"name":"International Journal for Numerical Methods in Engineering","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal for Numerical Methods in Engineering
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1