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Assessment of RANS turbulence models based on the cell-based smoothed finite element model for prediction of turbulent flow 基于基于单元的平滑有限元模型的 RANS 湍流模型对湍流预测的评估
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-03 DOI: 10.1016/j.enganabound.2024.105937
Mingyang Liu , Chen Jiang , Guangjun Gao , Huifen Zhu , Lang Xu

There is a growing body of literature that recognizes the importance of Smoothed Finite Element Method (S-FEM) in computational fluid dynamics (CFD) fields and, to a lesser extent, in complex turbulent flow problems. This study evaluates the performance of Reynolds-averaged Navier-Stokes (RANS) turbulence models within the S-FEM framework for predicting incompressible turbulent flows. Our assessment of three turbulence models based on the cell-based S-FEM (CS-FEM) is convincingly supported by testing on three flow problems. It is found that the CS-FEM exhibits superior mesh robustness compared to the Finite Volume Method (FVM) and achieves higher computational accuracy than the Finite Element Method (FEM). Notably, the CS-FEM combined with the standard k-epsilon model (CS-FEM-SKE) and the realizable k-epsilon model (CS-FEM-RKE) demonstrate robust performance in handling severely distorted meshes, with CS-FEM-RKE outperforming in regions of strong flow separation and convection. The Spalart-Allmaras model with CS-FEM (CS-FEM-SA) offers faster computational speed but shows poor mesh robustness. The hexcore mesh based on CS-FEM-RKE is employed to evaluate the aerodynamic performance of High-speed train (HST), resulting in enhanced computational efficiency. The outcomes show good agreement with other numerical studies and experimental data. Overall, it also highlights the latent capability of CS-FEM in solving complex engineering problems.

越来越多的文献认识到平滑有限元法(S-FEM)在计算流体动力学(CFD)领域的重要性,其次是在复杂湍流问题中的重要性。本研究评估了雷诺平均纳维-斯托克斯(RANS)湍流模型在 S-FEM 框架内预测不可压缩湍流的性能。我们对基于单元的 S-FEM(CS-FEM)的三个湍流模型进行了评估,并通过对三个流动问题的测试得到了令人信服的支持。结果发现,与有限体积法(FVM)相比,CS-FEM 的网格稳健性更强,计算精度也高于有限元法(FEM)。值得注意的是,CS-FEM 与标准 k-epsilon 模型(CS-FEM-SKE)和可实现 k-epsilon 模型(CS-FEM-RKE)相结合,在处理严重扭曲的网格时表现出强大的性能,其中 CS-FEM-RKE 在强流动分离和对流区域表现更优。采用 CS-FEM 的 Spalart-Allmaras 模型(CS-FEM-SA)计算速度更快,但网格鲁棒性较差。基于 CS-FEM-RKE 的六核网格被用于评估高速列车(HST)的气动性能,从而提高了计算效率。计算结果与其他数值研究和实验数据显示出良好的一致性。总之,它还凸显了 CS-FEM 在解决复杂工程问题方面的潜在能力。
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引用次数: 0
Dynamic analysis of fractional poroviscoelastic reinforced subgrade under moving loading 移动荷载下的部分孔隙弹性加固路基动态分析
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-02 DOI: 10.1016/j.enganabound.2024.105935
Zhi Yong Ai, Lei Yang, Li Wei Shi, Xing Kai Wang

This paper conducts the dynamic analysis of fractional poroviscoelastic reinforced subgrade under moving loading. Based on the Biot theory and transversely isotropic (TI) parameter expression of the geogrid reinforced subgrade, the governing equations of the poroelastic reinforced subgrade are established in the wavenumber domain by the double Fourier transform. Considering the viscosity of the soil skeleton and the flow-dependent viscosity between the soil skeleton and pore water, the governing equations are extended to the fractional poroviscoelastic medium by introducing the Zener viscoelastic model, fractional calculus theory and the dynamic elastic-viscoelastic correspondence principle. Combining boundary conditions and interlayer continuity conditions, the extended precise integration method (PIM) and double Fourier integral transform are employed to obtain the solution of fractional poroviscoelastic reinforced subgrade in the spatial domain. After the numerical validation, a sensitivity analysis of the relaxation time, permeability, reinforcement ratio and the load velocity are conducted.

本文对移动荷载作用下的部分孔弹性加筋路基进行了动力学分析。基于土工格栅加固路基的 Biot 理论和横向各向同性(TI)参数表达式,通过双傅立叶变换建立了波弹性加固路基在波数域的控制方程。考虑到土骨架的粘性以及土骨架与孔隙水之间的流动粘性,通过引入齐纳粘弹性模型、分数微积分理论和动态弹性-粘弹性对应原理,将治理方程扩展到分数孔隙粘弹性介质。结合边界条件和层间连续性条件,采用扩展精确积分法(PIM)和双傅里叶积分变换,得到了空间域中的分数孔粘弹性加筋路基解。数值验证后,对松弛时间、渗透率、加固比和荷载速度进行了敏感性分析。
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引用次数: 0
Analysis of acoustic radiation problems involving arbitrary immersed media interfaces by the extended finite element method with Dirichlet to Neumann boundary condition 用扩展有限元法分析涉及任意浸入式介质界面的声辐射问题(附带迪里希勒到诺伊曼边界条件
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-02 DOI: 10.1016/j.enganabound.2024.105936
Houbiao Ma , Ali Tian , Guohao Sui , Qiaozhong Li , Yahui Zhang

To quantify the influence of moving immersed media on acoustic radiation, this study develops an efficient method for acoustic radiation with arbitrary immersed media interfaces based on the extended finite element method (XFEM) and the Dirichlet-to-Neumann (DtN) boundary condition. The XFEM is employed for efficient and accurate modeling of the acoustic field with boundary shape variations. It requires no modification of the computational mesh and accurately captures non-smooth solutions on the interface by constructing enrichment functions. Additionally, the DtN boundary condition simulates the far-field radiation condition by establishing the relationship between the acoustic pressure and its derivatives. Numerical examples show that the proposed method efficiently characterizes changes in the position of immersed media interfaces without re-meshing the mesh. Variations in the thickness of porous material domains alter the acoustic radiation characteristics, with thicker porous material domains resulting in more pronounced noise reduction effects. Compared to changes in the thickness of porous material domains, changes in their position significantly alter the distribution of radiation pressure, indicating that ideal noise reduction effects can be achieved by strategically placing porous materials in specific locations in practical engineering applications.

为了量化移动浸没介质对声波辐射的影响,本研究基于扩展有限元法(XFEM)和 Dirichlet-to-Neumann(DtN)边界条件,为具有任意浸没介质界面的声波辐射开发了一种高效方法。XFEM 用于对边界形状变化的声场进行高效、精确的建模。它无需修改计算网格,并通过构建富集函数准确捕捉界面上的非光滑解。此外,DtN 边界条件通过建立声压及其导数之间的关系来模拟远场辐射条件。数值示例表明,所提出的方法能有效地描述浸入介质界面位置的变化,而无需重新网格划分。多孔材料畴厚度的变化会改变声辐射特性,较厚的多孔材料畴会产生更明显的降噪效果。与多孔材料畴厚度的变化相比,多孔材料畴位置的变化会显著改变辐射压力的分布,这表明在实际工程应用中,通过在特定位置战略性地放置多孔材料,可以达到理想的降噪效果。
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引用次数: 0
Analysis for complex plane cracks in 1D orthorhombic quasicrystals using the singular integral equation method 利用奇异积分方程法分析一维正交准晶体中的复杂平面裂缝
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-30 DOI: 10.1016/j.enganabound.2024.105929
Di Sun , Taiyan Qin , Xiao-Wei Gao

A singular integral equation method is proposed to analyze the complex plane cracks in one-dimensional (1D) orthorhombic quasicrystals. Using the Somigliana formula, the singular integral equations of the curved crack are derived. Based on the general situation of the curved crack, the singular integral equations of the inclined crack and the arc crack are given. Then the analytical solutions for the singular phonon and phason stresses near the tips of the inclined and the arc crack are obtained. Gauss-Chebyshev quadrature method is introduced to calculate the singular integral equations, and a numerical algorithm for solving the stress intensity factor (SIF) is proposed. Numerical solutions for the phonon and phason SIFs of some examples are solved and discussed.

本文提出了一种奇异积分方程方法,用于分析一维(1D)正交准晶体中的复杂平面裂纹。利用 Somigliana 公式推导了弯曲裂纹的奇异积分方程。根据弯曲裂纹的一般情况,给出了倾斜裂纹和弧形裂纹的奇异积分方程。然后得到了倾斜裂纹和弧形裂纹尖端附近奇异声子应力和法森应力的解析解。引入高斯-切比雪夫正交法计算奇异积分方程,并提出了求解应力强度因子(SIF)的数值算法。对一些实例的声子和声子 SIF 数值解进行了求解和讨论。
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引用次数: 0
A novel method for solving the seismic response of non-horizontally layered half-space 求解非水平分层半空间地震响应的新方法
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-30 DOI: 10.1016/j.enganabound.2024.105926
Pengnan Wang , Gao Lin , Zhiqiang Hu , Yanpeng Li , Zhiyuan Li

In this paper, a novel method is developed to solve the free-field motion of the non-horizontally layered half-space subjected to seismic excitation in the time domain. The total wave motions are decomposed into a known and an unknown wave motion. Making use of the fact that the nodal forces at nodes in half-space resulted from the two motions will be zeros, the scattering problem resulted from the seismic excitation is transformed into a radiation problem. The radiation damping of the unbounded layered foundation in the time domain is expressed by the acceleration unit-impulse response matrix obtained using the scaling surface based Scaled Boundary Finite Element Method (SBFEM). In the numerical examples, firstly, the accuracy of the scaling surfaced based SBFEM in simulating the radiation damping is demonstrated by surface excitations in the layered half-space. Then, a time-domain analysis of the free-field motion of a horizontally layered half-space is studied to verify the accuracy and validity of the proposed method. Finally, a study of the free-field motion of non-horizontally layered half-space is investigated, and the results show that increasing the dimensions of the computational domain can significantly improve the accuracy.

本文开发了一种新方法,用于在时域内求解受到地震激励的非水平分层半空间的自由场运动。总波运动被分解为已知波运动和未知波运动。利用两种运动在半空间节点处产生的节点力均为零这一事实,将地震激励产生的散射问题转化为辐射问题。无界分层地基在时域中的辐射阻尼由基于缩放面的缩放边界有限元法(SBFEM)得到的加速度单位脉冲响应矩阵表示。在数值示例中,首先通过层状半空间中的表面激励证明了基于缩放面的 SBFEM 在模拟辐射阻尼方面的准确性。然后,研究了水平分层半空间自由场运动的时域分析,以验证所提方法的准确性和有效性。最后,研究了非水平分层半空间的自由场运动,结果表明增加计算域的尺寸可以显著提高精度。
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引用次数: 0
Gaussian smoothed particle hydrodynamics: A high-order meshfree particle method 高斯平滑粒子流体力学:高阶无网格粒子法
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-29 DOI: 10.1016/j.enganabound.2024.105927
Ni Sun , Ting Ye , Zehong Xia , Zheng Feng , Rusheng Wang

Smoothed particle hydrodynamics (SPH) has attracted significant attention in recent decades, and exhibits special advantages in modeling complex flows with multiphysics processes and complex phenomena. Its accuracy depends heavily on the distribution of particles, and will generally be lower if the particles are distributed non-uniformly. A high-order SPH scheme is proposed in the present work for simulating both compressible and incompressible flows. It uses a Gaussian quadrature rule to perform the particle approximation of SPH by introducing Gaussian nodes. Unfortunately, the Gaussian nodes hardly overlap with SPH particles due to the Lagrangian feature, and thus we use a high-order interpolation method to obtain the corresponding physical quantities at the Gaussian nodes. The accuracy and robustness of the proposed Gaussian SPH are demonstrated by several numerical tests, including the Sod problem, Poiseuille flow, Couette flow, cavity flow, Taylor–Green vortex and dam break flow, and a convergence analysis is also conducted to evaluate the effects of particle resolution and distribution for reconstructing a given function. The simulation results for each test case are in good agreements with the available analytical, experimental or numerical results, showing that the proposed Gaussian SPH method is accurate and reliable but expensive for simulating compressible and incompressible flow problems.

平滑粒子流体动力学(SPH)近几十年来备受关注,在模拟具有多物理过程和复杂现象的复杂流动方面具有特殊优势。其精度在很大程度上取决于粒子的分布,如果粒子分布不均匀,精度通常会较低。本研究提出了一种高阶 SPH 方案,用于模拟可压缩和不可压缩流动。它采用高斯正交规则,通过引入高斯节点来执行 SPH 的粒子近似。遗憾的是,由于拉格朗日特性,高斯节点与 SPH 粒子几乎不重合,因此我们使用高阶插值法在高斯节点处获得相应的物理量。我们还进行了收敛性分析,以评估粒子分辨率和分布对重建给定函数的影响。每个测试案例的模拟结果都与现有的分析、实验或数值结果吻合,表明所提出的高斯 SPH 方法在模拟可压缩和不可压缩流动问题时准确可靠,但成本较高。
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引用次数: 0
Solution of a nonlinear eigenvalue problem from photonic crystal fiber applications discretized by a boundary element method 用边界元法求解光子晶体光纤应用中的非线性特征值问题
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-29 DOI: 10.1016/j.enganabound.2024.105928
Ronan Perrussel, Jean-René Poirier

Several strategies for solving a nonlinear eigenvalue problem are evaluated. This problem stems from the boundary integral equation solution of propagation in photonic crystal fibers. The origin and specificities of the eigenvalue problem are recalled before considering the solution of this eigenvalue problem. The first strategy, which is the starting point to illustrate the difficulties, is to solve the problem using Muller’s method. We then look at more recent techniques based on contour integrals or a rational interpolant that can be used to compute several eigenmodes simultaneously and considerably reduce the volume of computations.

本文评估了解决非线性特征值问题的几种策略。该问题源于光子晶体光纤传播的边界积分方程求解。在考虑如何解决这个特征值问题之前,先回顾一下特征值问题的起源和特殊性。第一个策略是使用穆勒方法求解该问题,这是说明困难的起点。然后,我们将研究基于等值线积分或有理插值的最新技术,这些技术可用于同时计算多个特征模,并大大减少计算量。
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引用次数: 0
Stable weight updating: A key to reliable PDE solutions using deep learning 稳定的权重更新:利用深度学习获得可靠的 PDE 解决方案的关键
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-27 DOI: 10.1016/j.enganabound.2024.105933
A. Noorizadegan , R. Cavoretto , D.L. Young , C.S. Chen

Deep learning techniques, particularly neural networks, have revolutionized computational physics, offering powerful tools for solving complex partial differential equations (PDEs). However, ensuring stability and efficiency remains a challenge, especially in scenarios involving nonlinear and time-dependent equations. This paper introduces novel residual-based architectures, namely the Simple Highway Network and the Squared Residual Network, designed to enhance stability and accuracy in physics-informed neural networks (PINNs). These architectures augment traditional neural networks by incorporating residual connections, which facilitate smoother weight updates and improve backpropagation efficiency. Through extensive numerical experiments across various examples—including linear and nonlinear, time-dependent and independent PDEs—we demonstrate the efficacy of the proposed architectures. The Squared Residual Network, in particular, exhibits robust performance, achieving enhanced stability and accuracy compared to conventional neural networks. These findings underscore the potential of residual-based architectures in advancing deep learning for PDEs and computational physics applications.

深度学习技术,尤其是神经网络,已经彻底改变了计算物理学,为解决复杂的偏微分方程(PDEs)提供了强大的工具。然而,确保稳定性和效率仍然是一个挑战,尤其是在涉及非线性和时间依赖方程的情况下。本文介绍了基于残差的新型架构,即简单公路网络(Simple Highway Network)和平方残差网络(Squared Residual Network),旨在提高物理信息神经网络(PINN)的稳定性和准确性。这些架构通过加入残差连接来增强传统神经网络,从而使权重更新更平滑,并提高反向传播效率。通过对各种实例(包括线性和非线性、与时间相关和独立的 PDEs)进行广泛的数值实验,我们证明了所提架构的功效。与传统的神经网络相比,平方残差网络尤其表现出强劲的性能,实现了更高的稳定性和准确性。这些发现凸显了基于残差的架构在推进针对 PDE 和计算物理应用的深度学习方面的潜力。
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引用次数: 0
Acoustic properties and attenuation of coupled shaft-submarine hull system under various excitation transfer paths 各种激励传递路径下耦合轴-潜艇船体系统的声学特性与衰减
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-26 DOI: 10.1016/j.enganabound.2024.105931
Duoting Wu , Hongwu Li , Mengwei Lu , Yongfeng Yu , Hongxing Hua

Pump-jet propulsor excitation transfers to submarine hull along rotor-shaft and duct-stator paths simultaneously. The investigations on the effects of excitation transfer paths on structural vibration and acoustic radiation of submarine are limited. The present work aims to investigate vibro-acoustic characteristics of coupled shaft-submarine hull system utilizing a theoretical wavenumber analysis method and conduct acoustic design. The energy functional of the coupled structure-fluid system of the research object is first developed, and the displacement components of the jointed shell and the acoustic pressure are expanded by the Fourier series along circumferential direction. This allows for obtaining vibro-acoustic responses in the circumferential wavenumber-frequency domain, by which the predominant wavenumbers contributing to acoustic radiation are identified. The discussions reveal that the modes n = 0 and n = 1 respectively dominate the acoustic radiation under axial and vertical rotor loads. The acoustic radiations under duct-stator load are mainly contributed by mode n = 0, and the higher order modes n = 1 and n = 2 determine several acoustic peaks. Furthermore, two acoustic design schemes are proposed to suppress the wavenumbers with high radiation efficiency. It is proven that the design of the symmetric inner foundation and the application of new material are two efficient ways to improve acoustic performance of the submarine.

泵喷推进器的激振力同时沿转子-轴和管道-定子路径传递到潜艇船体。有关激励传递路径对潜艇结构振动和声辐射影响的研究十分有限。本研究旨在利用理论波数分析方法研究耦合轴-潜艇船体系统的振动-声学特性,并进行声学设计。首先建立了研究对象的结构-流体耦合系统的能量函数,并通过傅里叶级数对接合壳体的位移分量和声压沿圆周方向进行展开。这样就可以获得周向波数-频率域的振动-声学响应,从而确定声辐射的主要波数。讨论表明,在轴向和垂直转子载荷下,n = 0 和 n = 1 模式分别主导声辐射。风道-定子载荷下的声辐射主要由 n = 0 模式贡献,高阶模式 n = 1 和 n = 2 决定了几个声学峰值。此外,还提出了两种声学设计方案,以抑制具有高辐射效率的波数。实验证明,对称内部基础的设计和新材料的应用是改善潜艇声学性能的两种有效方法。
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引用次数: 0
A novel hybrid boundary element for polygonal holes with rounded corners in two-dimensional anisotropic elastic solids 二维各向异性弹性固体中带有圆角的多边形孔的新型混合边界元素
IF 4.2 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-24 DOI: 10.1016/j.enganabound.2024.105930
Meng-Ling Hsieh, Chyanbin Hwu

A novel hybrid boundary element is developed for polygonal holes in finite anisotropic elastic plates based on two different special fundamental solutions for holes. Since these special fundamental solutions satisfy traction-free condition along the hole's boundary, there is no mesh required on the boundary of polygonal holes. Various types of polygonal holes with rounded corners, such as triangles, rhombuses, ovals, pentagons, are considered by adding proper perturbation to an elliptical hole. The developed hybrid element is a mixture of two special boundary elements: one is based on the special fundamental solution derived through nonconformal mapping and the other is based on the solution derived through perturbation technique with conformal mapping. The special boundary element methods are combined through submodeling technique. First, the global model is solved using the perturbation solution. Then, using the displacements obtained from global model, an auxiliary submodel is set up and the results are evaluated with the nonconformal solution. The present method is compared and validated with conventional boundary element method and finite element method. The effect of hole curvature, material anisotropy, and loading condition on the stress distribution around the hole is presented.

根据孔的两种不同的特殊基本解,为有限各向异性弹性板中的多边形孔开发了一种新型混合边界元素。由于这些特殊基本解沿孔的边界满足无牵引条件,因此多边形孔的边界无需网格。通过对椭圆孔添加适当的扰动,考虑了各种类型的圆角多边形孔,如三角形、菱形、椭圆形和五角形。所开发的混合元素是两种特殊边界元素的混合物:一种基于通过非共形映射得到的特殊基本解,另一种基于通过扰动技术和共形映射得到的解。这两种特殊边界元方法通过子建模技术相结合。首先,使用扰动解法求解全局模型。然后,利用从全局模型中获得的位移,建立辅助子模型,并用非共形解法对结果进行评估。本方法与传统边界元法和有限元法进行了比较和验证。介绍了孔的曲率、材料各向异性和加载条件对孔周围应力分布的影响。
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引用次数: 0
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Engineering Analysis with Boundary Elements
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