首页 > 最新文献

Journal of Fluids and Structures最新文献

英文 中文
Numerical investigation of liquid sloshing in 2D flexible tanks subjected to complex external loading 受复杂外部载荷影响的二维柔性容器中液体荡动的数值研究
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-22 DOI: 10.1016/j.jfluidstructs.2024.104077
Kim Q.N. Kha , Mustapha Benaouicha , Sylvain Guillou , Abdelghani Seghir

Due to the complexity of fluid–structure interactions (FSI), the majority of studies in the literature dealing with the sloshing problem are restricted to rigid tanks. This paper is devoted to a numerical investigation of the liquid sloshing behavior in a flexible tank subjected to external loading. A numerical methodology is proposed, taking into account the FSI problem by coupling two open-source codes: OpenFOAM for the fluid and FEniCS for the solid, using the preCICE library, a free library for fluid–structure interaction. The Arbitrary Lagrangian–Eulerian formulation is used for the two-phase flow system to solve the Navier–Stokes equations in the fluid domain using the finite volume method. Simultaneously, the linear-elastic equation of the structure is solved using the finite element method. An implicit coupling scheme is considered at the fluid–structure interface. The numerical methodology is validated by the results given in literature for harmonic excitation at different frequencies. Subsequently, an analysis of complex external loading, such as Gabor wavelets and earthquake ground motion, is conducted to highlight the significant impact of the wall flexibility on sloshing, as well as the influence of hydrodynamic forces on the structure’s deformation. The proposed coupling methodology is robust and effective, it can be applied to all types of liquids and materials. A dataset of one of the studied cases is given as a supplement to the paper (Kha et al., 2024).

由于流固相互作用(FSI)的复杂性,文献中有关荡浮问题的研究大多局限于刚性水箱。本文致力于对承受外部荷载的柔性容器中的液体荡漾行为进行数值研究。考虑到 FSI 问题,本文提出了一种数值方法,并将两种开源代码结合起来:OpenFOAM 用于流体,FEniCS 用于固体,使用 preCICE 库(用于流固耦合的免费库)。两相流系统采用任意拉格朗日-欧拉公式,使用有限体积法求解流体域中的纳维-斯托克斯方程。同时,使用有限元法求解结构的线性弹性方程。在流体-结构界面上考虑了隐式耦合方案。文献中给出的不同频率谐波激励结果验证了数值方法。随后,对复杂的外部载荷(如 Gabor 小波和地震地面运动)进行了分析,以突出墙体柔性对荡漾的重要影响,以及流体动力对结构变形的影响。所提出的耦合方法既稳健又有效,适用于所有类型的液体和材料。研究案例之一的数据集作为论文的补充(Kha 等人,2024 年)。
{"title":"Numerical investigation of liquid sloshing in 2D flexible tanks subjected to complex external loading","authors":"Kim Q.N. Kha ,&nbsp;Mustapha Benaouicha ,&nbsp;Sylvain Guillou ,&nbsp;Abdelghani Seghir","doi":"10.1016/j.jfluidstructs.2024.104077","DOIUrl":"https://doi.org/10.1016/j.jfluidstructs.2024.104077","url":null,"abstract":"<div><p><span>Due to the complexity of fluid–structure interactions (FSI), the majority of studies in the literature dealing with the sloshing problem are restricted to rigid tanks. This paper is devoted to a numerical investigation of the liquid sloshing behavior in a flexible tank subjected to external loading. A numerical methodology is proposed, taking into account the FSI problem by coupling two open-source codes: OpenFOAM for the fluid and FEniCS for the solid, using the preCICE library, a free library for fluid–structure interaction. The Arbitrary Lagrangian–Eulerian formulation is used for the two-phase flow system to solve the Navier–Stokes equations in the fluid domain using the finite volume method. Simultaneously, the linear-elastic equation of the structure is solved using the finite element method. An implicit coupling scheme is considered at the fluid–structure interface. The numerical methodology is validated by the results given in literature for </span>harmonic excitation<span><span><span> at different frequencies. Subsequently, an analysis of complex external loading, such as Gabor wavelets and </span>earthquake ground motion, is conducted to highlight the significant impact of the wall flexibility on sloshing, as well as the influence of </span>hydrodynamic forces on the structure’s deformation. The proposed coupling methodology is robust and effective, it can be applied to all types of liquids and materials. A dataset of one of the studied cases is given as a supplement to the paper (Kha et al., 2024).</span></p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139549630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Numerical modelling of a vertical cylinder with dynamic response in steep and breaking waves using smoothed particle hydrodynamics 利用平滑粒子流体力学建立垂直圆柱体在陡浪和破浪中动态响应的数值模型
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-20 DOI: 10.1016/j.jfluidstructs.2023.104049
Yong Yang , Aaron English , Benedict D. Rogers , Peter K. Stansby , Dimitris Stagonas , Eugeny Buldakov , Samuel Draycott

Highly nonlinear near-breaking and spilling breaking wave groups are common extreme events in the ocean. Accurate force prediction on offshore and ocean structures in these extreme wave conditions based on numerical approaches remains a problem of great practical importance. Most previous numerical studies have concentrated on non-breaking wave forces on rigid structures. Taking advantage of the smoothed particle hydrodynamics (SPH) method, this paper addresses this problem and presents the development and validation of a numerical model for highly nonlinear hydrodynamics of near-breaking and spilling breaking waves interacting with a vertical cylindrical structure using the SPH-based DualSPHysics solver. Open boundaries are applied for the generation of extreme wave conditions. The free-surface elevation and flow kinematics pre-computed within another numerical model are used as boundary conditions at the inlet of a smaller 3-D SPH-based numerical model to replicate the near-breaking and spilling breaking waves generated in a physical wave flume. A damping zone used for wave absorption is arranged at the end of the domain before the outlet. Numerical results are validated against experimental measurements of surface elevation and horizontal force on the vertical cylinder, demonstrating an agreement. After validation using a fixed model for the cylinder, a dynamic model is used to study the response to extreme wave events. Numerical results have also shown that the spilling breaking wave forces are significantly larger compared with near-breaking wave forces, and the secondary load cycle phenomenon becomes larger with dynamic response included in the present study.

高度非线性的近断裂和溢出断裂波群是海洋中常见的极端事件。在这些极端波浪条件下,基于数值方法对近海和海洋结构进行精确的力预测仍然是一个具有重要现实意义的问题。以往的数值研究大多集中于刚性结构上的非破碎波力。本文利用平滑粒子流体力学(SPH)方法解决了这一问题,并使用基于 SPH 的 DualSPHysics 求解器开发和验证了一个高度非线性的流体力学模型,用于近破浪和溢出破浪与垂直圆柱形结构的相互作用。应用开放边界生成极端波浪条件。在另一个数值模型中预先计算出的自由表面高程和流动运动学参数被用作一个较小的基于 SPH 的三维数值模型入口处的边界条件,以复制在物理波槽中产生的近破浪和溢出破浪。用于吸收波浪的阻尼区布置在出口前的区域末端。数值结果与垂直圆柱体上的表面高程和水平力的实验测量结果进行了验证,结果表明两者一致。在对圆柱体的固定模型进行验证后,使用动态模型研究了对极端波浪事件的响应。数值结果还表明,溢出的破浪力与近破浪力相比要大得多,而且在本研究中的动态响应中,二次载荷循环现象也变得更大。
{"title":"Numerical modelling of a vertical cylinder with dynamic response in steep and breaking waves using smoothed particle hydrodynamics","authors":"Yong Yang ,&nbsp;Aaron English ,&nbsp;Benedict D. Rogers ,&nbsp;Peter K. Stansby ,&nbsp;Dimitris Stagonas ,&nbsp;Eugeny Buldakov ,&nbsp;Samuel Draycott","doi":"10.1016/j.jfluidstructs.2023.104049","DOIUrl":"https://doi.org/10.1016/j.jfluidstructs.2023.104049","url":null,"abstract":"<div><p>Highly nonlinear near-breaking and spilling breaking wave groups are common extreme events in the ocean. Accurate force prediction on offshore and ocean structures in these extreme wave conditions based on numerical approaches remains a problem of great practical importance. Most previous numerical studies have concentrated on non-breaking wave forces on rigid structures. Taking advantage of the smoothed particle hydrodynamics (SPH) method, this paper addresses this problem and presents the development and validation of a numerical model for highly nonlinear hydrodynamics of near-breaking and spilling breaking waves interacting with a vertical cylindrical structure using the SPH-based DualSPHysics solver. Open boundaries are applied for the generation of extreme wave conditions. The free-surface elevation and flow kinematics pre-computed within another numerical model are used as boundary conditions at the inlet of a smaller 3-D SPH-based numerical model to replicate the near-breaking and spilling breaking waves generated in a physical wave flume. A damping zone used for wave absorption is arranged at the end of the domain before the outlet. Numerical results are validated against experimental measurements of surface elevation and horizontal force on the vertical cylinder, demonstrating an agreement. After validation using a fixed model for the cylinder, a dynamic model is used to study the response to extreme wave events. Numerical results have also shown that the spilling breaking wave forces are significantly larger compared with near-breaking wave forces, and the secondary load cycle phenomenon becomes larger with dynamic response included in the present study.</p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0889974623002177/pdfft?md5=4874304b73171f3bb182b5e87a9f296a&pid=1-s2.0-S0889974623002177-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139503932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Modeling vortex-induced vibrations of branched structures by coupling a 3D-corotational frame finite element formulation with wake-oscillators 通过将三维共向框架有限元公式与唤醒振荡器耦合,模拟支链结构的涡致振动
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-19 DOI: 10.1016/j.jfluidstructs.2024.104074
Alexandre Villié , Mauricio C. Vanzulli , Jorge M. Pérez Zerpa , Jérôme Vétel , Stéphane Etienne , Frédérick P. Gosselin

Branched structures are present in a diverse set of problems, from modeling branch pipe connections to simulating tree dynamics. Soft corals like the Bipinnate sea plume, have a branched geometry and are soft enough to bend under the waves. Due to their circular cross section, a vortex street forms in the coral’s wake inducing vibrations of its branches. Despite extensive studies on VIV in straight geometries, the three-dimensional (3D) dynamics of flexible branched structures remains uninvestigated. In this numerical and experimental study, we develop a novel formulation for the accurate computation of in-line and cross-flow VIV of frame structures undergoing large deformation. The finite element approach is used to model arbitrarily complex geometries of branched frame structures. Our formulation allows to model complex geometries with forks or sharp angles. The consistent 3D corotational formulation for frame elements computes the internal, inertial and hydrodynamic forces. A wake-oscillator approach models the near wake dynamics with fluctuating fluid forces on the structure in the in-line and cross-flow directions. The drag and lift coefficients follow distributed Van der Pol oscillators. Moreover, we implement the numerical resolution procedure in the open-source library ONSAS. The present formulation and numerical resolution procedure is validated by solving three examples, including comparisons with an analytical solution, a wake-oscillator, and experimental data from the literature. We also conduct experiments of a flexible and elastic cylinder clamped inside a water tunnel under a constant uniform flow. Amplitudes and power spectral density of the tip transverse displacements are compared with the model prediction. Finally, the proposed formulation is applied on a cylinder with two branches. The simulations demonstrate a multi-frequency response with higher amplitudes of displacements when additional branches are incorporated onto the cylinder, emphasizing the significance of considering VIV in nature and engineering applications for such geometries.

分支结构存在于各种问题中,从分支管道连接建模到树木动力学模拟。像双羽叶海羽这样的软珊瑚具有枝状几何结构,柔软得足以在波浪中弯曲。由于其横截面呈圆形,珊瑚的尾流中会形成涡街,从而引起珊瑚枝的振动。尽管对直线几何形状的 VIV 进行了广泛研究,但对柔性分支结构的三维(3D)动力学仍未进行调查。在这项数值和实验研究中,我们开发了一种新公式,用于精确计算发生大变形的框架结构的直向和横向 VIV。有限元方法用于对任意复杂几何形状的分支框架结构进行建模。我们的计算方法允许对带有分叉或锐角的复杂几何结构进行建模。框架元素的一致三维啮合公式可计算内力、惯性力和流体动力。尾流-振荡器方法模拟了近尾流动力学,在同向和横向流动方向上对结构产生波动流体力。阻力和升力系数遵循分布式范德波尔振荡器。此外,我们还在开源库 ONSAS 中实现了数值解析程序。通过求解三个示例,包括与分析解、唤醒振荡器和文献中的实验数据进行比较,验证了本公式和数值解析程序。我们还在恒定匀速流下对夹在水隧道内的柔性弹性圆柱体进行了实验。将顶端横向位移的振幅和功率谱密度与模型预测进行了比较。最后,将提出的公式应用于有两个分支的圆柱体。模拟结果表明,当在圆柱体上增加分支时,会产生位移振幅更高的多频响应,这强调了在自然界和工程应用中考虑 VIV 对此类几何形状的重要性。
{"title":"Modeling vortex-induced vibrations of branched structures by coupling a 3D-corotational frame finite element formulation with wake-oscillators","authors":"Alexandre Villié ,&nbsp;Mauricio C. Vanzulli ,&nbsp;Jorge M. Pérez Zerpa ,&nbsp;Jérôme Vétel ,&nbsp;Stéphane Etienne ,&nbsp;Frédérick P. Gosselin","doi":"10.1016/j.jfluidstructs.2024.104074","DOIUrl":"10.1016/j.jfluidstructs.2024.104074","url":null,"abstract":"<div><p><span>Branched structures are present in a diverse set of problems, from modeling branch pipe connections to simulating tree dynamics. Soft corals like the Bipinnate sea plume, have a branched geometry and are soft enough to bend under the waves. Due to their circular cross section<span><span>, a vortex street forms in the coral’s wake inducing vibrations of its branches. Despite extensive studies on </span>VIV in straight geometries, the three-dimensional (3D) dynamics of flexible branched structures remains uninvestigated. In this numerical and experimental study, we develop a novel formulation for the accurate computation of in-line and cross-flow VIV of frame structures undergoing </span></span>large deformation<span><span>. The finite element approach is used to model arbitrarily complex geometries of branched frame structures. Our formulation allows to model complex geometries with forks or sharp angles. The consistent 3D corotational formulation for frame elements computes the internal, inertial and hydrodynamic forces. A wake-oscillator approach models the near wake dynamics with fluctuating fluid forces on the structure in the in-line and cross-flow directions. The drag and lift coefficients follow distributed </span>Van der Pol oscillators<span>. Moreover, we implement the numerical resolution procedure in the open-source library ONSAS. The present formulation and numerical resolution procedure is validated by solving three examples, including comparisons with an analytical solution, a wake-oscillator, and experimental data from the literature. We also conduct experiments of a flexible and elastic cylinder<span> clamped inside a water tunnel<span><span> under a constant uniform flow. Amplitudes and power spectral density of the tip transverse displacements are compared with the model prediction. Finally, the proposed formulation is applied on a cylinder with two branches. The simulations demonstrate a multi-frequency response with higher amplitudes of displacements when additional branches are incorporated onto the cylinder, emphasizing the significance of considering VIV in nature and </span>engineering applications for such geometries.</span></span></span></span></p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139496743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Pore-scale numerical analysis of fluid flows in compressed polyurethane foams with a workflow of open-cell foams modeling 利用开孔泡沫建模工作流程对压缩聚氨酯泡沫中的流体流动进行孔隙尺度数值分析
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-18 DOI: 10.1016/j.jfluidstructs.2023.104065
Alaa-Eddine Ennazii , A. Beaudoin , A. Fatu , P. Doumalin , J. Bouyer , P. Jolly , Y. Henry , E. Laçaj , B. Couderc

eX-Poro-HydroDynamic (XPHD) lubrication presents a different scientific approach to dealing with tribological problems. It is an innovative inter- and multidisciplinary research topic which offers a promising sliding solution for various applications, such as thrust bearings, various guide components and in terms of load capacity and damping. XPHD lubrication is a lubrication mechanism of biomimetic inspiration which features an additional parameter to the system “the porous media”. It consists of self-sustained fluid films generated within compressible porous layers imbibed with liquids in replacement for using the fluid film only as in the classic lubrication system. Soft and porous structures imbibed with liquids generate a high load support under compression. The load support is generated through the resistance to flow inside the porous material. During compression, the resistance to flow and load support increases the greater the compression rate. The main objective of this work is then to understand the behavior of the fluid flow inside the porous structures when subjected to axial compression stress. In the scientific literature, the works studying the flow in compressible materials are essentially experimental because of their very complex geometrical shape, the CFD (Computational Fluid Dynamics) simulations offer an economical solution to study the performance of this new concept of lubrication. To create the geometry, the morphological structures of foam samples are reconstructed at different levels of compression rates from 3D (Three Dimensional) X-ray microtomography. This is achieved by using the commercial software Avizo that allows to process 3D images and create 3D meshes suitable for numerical simulations. The numerical simulations of flows will be performed with the solver IcoFoam of the toolbox OpenFOAM for incompressible laminar flows, making it possible to study the pressure drop in these porous structures. The performed simulations were made with a polyurethane foam of 96% porosity using five compression rates for creating the different structures. The analysis of the numerical simulations shows the impact of the polyurethane foam compression on different key parameters such as the decrease in the permeability as function of the compression rate, the anisotropy of the flow within the compressible structure and the actual increase in the tortuosity generated by the compression of the foam and the variation of the porosity.

eX-Poro-HydroDynamic(XPHD)润滑技术为解决摩擦学问题提供了一种不同的科学方法。它是一个创新性的跨学科和多学科研究课题,为推力轴承、各种导轨部件等各种应用提供了有前途的滑动解决方案,并提高了承载能力和阻尼效果。XPHD 润滑是一种仿生物润滑机制,其特点是在系统中增加了一个参数 "多孔介质"。它包括在可压缩的多孔层中产生的自持流体膜,其中充满液体,以取代传统润滑系统中仅使用流体膜的做法。浸入液体的软质多孔结构在压缩时可产生高负荷支撑。载荷支撑是通过多孔材料内部的流动阻力产生的。在压缩过程中,压缩率越大,流动阻力和负载支撑力就越大。因此,这项工作的主要目的是了解多孔结构内部流体在受到轴向压缩应力时的流动行为。在科学文献中,由于可压缩材料的几何形状非常复杂,研究可压缩材料内流动的工作基本上都是实验性的,而 CFD(计算流体动力学)模拟为研究这种新概念润滑的性能提供了一种经济的解决方案。为了创建几何形状,我们通过三维 X 射线显微层析成像技术重建了泡沫样品在不同压缩率下的形态结构。这是通过使用商业软件 Avizo 实现的,该软件可以处理三维图像并创建适合数值模拟的三维网格。流动的数值模拟将使用用于不可压缩层流的工具箱 OpenFOAM 中的求解器 IcoFoam 进行,从而可以研究这些多孔结构中的压降。模拟使用了孔隙率为 96% 的聚氨酯泡沫,并使用五种压缩率来创建不同的结构。数值模拟分析表明了聚氨酯泡沫压缩对不同关键参数的影响,如渗透率随压缩率的变化而降低、可压缩结构内流动的各向异性、泡沫压缩产生的迂回度实际增加以及孔隙率的变化。
{"title":"Pore-scale numerical analysis of fluid flows in compressed polyurethane foams with a workflow of open-cell foams modeling","authors":"Alaa-Eddine Ennazii ,&nbsp;A. Beaudoin ,&nbsp;A. Fatu ,&nbsp;P. Doumalin ,&nbsp;J. Bouyer ,&nbsp;P. Jolly ,&nbsp;Y. Henry ,&nbsp;E. Laçaj ,&nbsp;B. Couderc","doi":"10.1016/j.jfluidstructs.2023.104065","DOIUrl":"https://doi.org/10.1016/j.jfluidstructs.2023.104065","url":null,"abstract":"<div><p><span>eX-Poro-HydroDynamic (XPHD) lubrication presents a different scientific approach to dealing with tribological problems. It is an innovative inter- and multidisciplinary research topic which offers a promising sliding solution for various applications, such as </span>thrust bearings<span><span><span>, various guide components and in terms of load capacity and damping. XPHD lubrication is a lubrication mechanism of biomimetic inspiration which features an additional parameter to the system “the porous media”. It consists of self-sustained fluid films generated within compressible </span>porous layers<span> imbibed with liquids in replacement for using the fluid film only as in the classic lubrication system<span>. Soft and porous structures<span> imbibed with liquids generate a high load support under compression. The load support is generated through the resistance to flow inside the porous material. During compression, the resistance to flow and load support increases the greater the compression rate. The main objective of this work is then to understand the behavior of the fluid flow inside the porous structures when subjected to axial compression<span> stress. In the scientific literature, the works studying the flow in compressible materials are essentially experimental because of their very complex geometrical shape, the CFD (Computational Fluid Dynamics) simulations offer an economical solution to study the performance of this new concept of lubrication. To create the geometry, the morphological structures of foam samples are reconstructed at different levels of compression rates from 3D (Three Dimensional) X-ray microtomography. This is achieved by using the commercial software Avizo that allows to process 3D images and create 3D meshes suitable for numerical simulations. The numerical simulations of flows will be performed with the solver IcoFoam of the toolbox OpenFOAM for incompressible </span></span></span></span></span>laminar flows<span>, making it possible to study the pressure drop in these porous structures. The performed simulations were made with a polyurethane foam of 96% porosity using five compression rates for creating the different structures. The analysis of the numerical simulations shows the impact of the polyurethane foam compression on different key parameters such as the decrease in the permeability as function of the compression rate, the anisotropy of the flow within the compressible structure and the actual increase in the tortuosity generated by the compression of the foam and the variation of the porosity.</span></span></p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139487931","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
ADV measurements of blockage flow effects near a model jacket in waves and current ADV 测量波浪和海流中模型夹套附近的阻塞流效应
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-18 DOI: 10.1016/j.jfluidstructs.2024.104076
A.J. Archer , H.A. Wolgamot , J. Orszaghova , S. Dai , P.H. Taylor

Design standards for drag loading on offshore jacket structures do not presently account for the reduction in forces arising from flow blockage effects in the event of combined waves and current. This force reduction is believed to originate in reduced mean flow velocity through the jacket, but this has never been directly measured. To address this, we conducted physical-model tests which measured the flow adjacent to a jacket structure in combined waves and in-line currents using acoustic Doppler velocimeters. Results confirm a dramatic reduction in the mean flow velocity up-wave and down-wave of a model jacket in waves and current, far greater than the flow reduction observed in current alone. These results unambiguously confirm the significant additional blockage (and hence reduction in structural loads) not captured in current offshore design standards.

目前,近海护套结构阻力载荷的设计标准没有考虑到在波浪和水流共同作用的情况下,因水流阻塞效应而产生的力的减小。这种力的减小被认为是由于通过夹套的平均流速降低所致,但这一点从未被直接测量过。为了解决这个问题,我们进行了物理模型试验,使用声学多普勒测速仪测量了波浪和直流共同作用下夹套结构附近的流动情况。结果证实,在波浪和水流作用下,模型夹套上波和下波的平均流速急剧下降,远大于仅在水流作用下观察到的流速下降。这些结果明确证实了目前的近海设计标准中没有考虑到的大量额外阻塞(从而减少了结构载荷)。
{"title":"ADV measurements of blockage flow effects near a model jacket in waves and current","authors":"A.J. Archer ,&nbsp;H.A. Wolgamot ,&nbsp;J. Orszaghova ,&nbsp;S. Dai ,&nbsp;P.H. Taylor","doi":"10.1016/j.jfluidstructs.2024.104076","DOIUrl":"https://doi.org/10.1016/j.jfluidstructs.2024.104076","url":null,"abstract":"<div><p>Design standards for drag loading on offshore jacket structures do not presently account for the reduction in forces arising from flow blockage effects in the event of combined waves and current. This force reduction is believed to originate in reduced mean flow velocity through the jacket, but this has never been directly measured. To address this, we conducted physical-model tests which measured the flow adjacent to a jacket structure in combined waves and in-line currents using acoustic Doppler velocimeters. Results confirm a dramatic reduction in the mean flow velocity up-wave and down-wave of a model jacket in waves and current, far greater than the flow reduction observed in current alone. These results unambiguously confirm the significant additional blockage (and hence reduction in structural loads) not captured in current offshore design standards.</p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0889974624000112/pdfft?md5=ecd585045ca48e105c95c7e506559435&pid=1-s2.0-S0889974624000112-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139487930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
An experimental investigation into the effect two-phase flow induced vibrations have on a J-shaped flexible pipe 两相流诱导振动对 J 型柔性管道影响的实验研究
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-16 DOI: 10.1016/j.jfluidstructs.2023.104057
D.J. Pickles , G. Hunt , A.J. Elliott , A. Cammarano , G. Falcone

Multiphase flow inside of pipes occurs in a wide variety of engineering applications, including offshore deep-water oil and gas transport. Vibrations induced by the flow inside of the pipe can lead to its mechanical failure and thus lead to uncontrolled release of the fluids being transported. In subsea applications, flexible J-risers are often employed to deliver the produced fluids from the seafloor to the host platform. Despite the potentially significant liabilities associated with subsea hydrocarbon leaks, there has been a distinct lack of investigations into how flow induced vibrations in large scale, pressurised flexible J-risers can lead to system integrity loss. Previous investigations have generally focused on the response of rigid pipes or small scale, unpressurised flexible risers. This study presents an investigation into the response of a 10 m long, 50.8 mm internal diameter composite riser containing a tensile armour helical structure to a variety of two-phase, water-nitrogen flows at 10.8 barg of pressure and ambient temperature. High speed cameras were used to investigate the structure of the flow at either end of the flexible riser, whilst synchronised surface mounted strain gauges and accelerometers were used to investigate the response of the pipe. Time-averaged data were acquired to assess the general response of the pipe, whilst a statistical analysis of the fluctuations highlighted the movement of the pipe. One-dimensional and computational fluid dynamics simulations were used to define the experimental test matrix and provide further insight into the structure of the flow inside the J-riser. Single-phase gas flow was found not to cause the J-riser to move significantly, whilst multiphase flow led to significant in-plane movement of the pipe. Increasing the liquid flow rate (or decreasing the gas flow rate) increased the mean strain experienced by the pipe. At low gas flow rates, the pipe oscillated smoothly about its mean position, but at higher gas flow rates a violent intermittent whipping motion was observed. The latter produced large in-plane and out-of-plane movement of the pipe which could pose a threat to system integrity. This work offers new insights into fluid-structure interactions in large scale engineering applications, contributing to improved system design and control.

管道内的多相流在各种工程应用中都会发生,包括近海深水油气运输。管道内部流动引起的振动会导致管道机械故障,从而导致输送流体失控释放。在海底应用中,柔性 J 型立管常被用来将生产的流体从海底输送到主机平台。尽管海底碳氢化合物泄漏可能会带来重大责任,但对于大型加压柔性 J 型三通管中的流动诱导振动如何导致系统完整性损失的研究却明显不足。以往的研究一般集中在刚性管道或小规模、无压力柔性立管的响应上。本研究调查了一根长 10 米、内径 50.8 毫米、含有拉伸铠装螺旋结构的复合立管在 10.8 barg 压力和环境温度下对各种水氮两相流的响应。高速摄像机用于研究柔性立管两端的流动结构,而同步表面安装的应变仪和加速度计则用于研究管道的响应。获取的时间平均数据用于评估管道的总体响应,而对波动的统计分析则突出了管道的运动。一维模拟和计算流体动力学模拟用于确定实验测试矩阵,并进一步了解 J 型立管内部的流动结构。研究发现,单相气体流动不会导致 J 型直管发生明显移动,而多相流动则会导致管道发生明显的平面移动。提高液体流速(或降低气体流速)会增加管道的平均应变。在气体流速较低时,管道围绕其平均位置平稳摆动,但在气体流速较高时,则会出现剧烈的间歇性鞭打运动。后者会使管道产生较大的平面内和平面外运动,从而对系统的完整性构成威胁。这项研究为大规模工程应用中流体与结构的相互作用提供了新的见解,有助于改进系统设计和控制。
{"title":"An experimental investigation into the effect two-phase flow induced vibrations have on a J-shaped flexible pipe","authors":"D.J. Pickles ,&nbsp;G. Hunt ,&nbsp;A.J. Elliott ,&nbsp;A. Cammarano ,&nbsp;G. Falcone","doi":"10.1016/j.jfluidstructs.2023.104057","DOIUrl":"10.1016/j.jfluidstructs.2023.104057","url":null,"abstract":"<div><p>Multiphase flow inside of pipes occurs in a wide variety of engineering applications, including offshore deep-water oil and gas transport. Vibrations induced by the flow inside of the pipe can lead to its mechanical failure and thus lead to uncontrolled release of the fluids being transported. In subsea applications, flexible J-risers are often employed to deliver the produced fluids from the seafloor to the host platform. Despite the potentially significant liabilities associated with subsea hydrocarbon leaks, there has been a distinct lack of investigations into how flow induced vibrations in large scale, pressurised flexible J-risers can lead to system integrity loss. Previous investigations have generally focused on the response of rigid pipes or small scale, unpressurised flexible risers. This study presents an investigation into the response of a 10 m long, 50.8 mm internal diameter composite riser containing a tensile armour helical structure to a variety of two-phase, water-nitrogen flows at 10.8 barg of pressure and ambient temperature. High speed cameras were used to investigate the structure of the flow at either end of the flexible riser, whilst synchronised surface mounted strain gauges and accelerometers were used to investigate the response of the pipe. Time-averaged data were acquired to assess the general response of the pipe, whilst a statistical analysis of the fluctuations highlighted the movement of the pipe. One-dimensional and computational fluid dynamics simulations were used to define the experimental test matrix and provide further insight into the structure of the flow inside the J-riser. Single-phase gas flow was found not to cause the J-riser to move significantly, whilst multiphase flow led to significant in-plane movement of the pipe. Increasing the liquid flow rate (or decreasing the gas flow rate) increased the mean strain experienced by the pipe. At low gas flow rates, the pipe oscillated smoothly about its mean position, but at higher gas flow rates a violent intermittent whipping motion was observed. The latter produced large in-plane and out-of-plane movement of the pipe which could pose a threat to system integrity. This work offers new insights into fluid-structure interactions in large scale engineering applications, contributing to improved system design and control.</p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0889974623002256/pdfft?md5=394efbef05aee0bea9b6a718ecaf07e9&pid=1-s2.0-S0889974623002256-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139475955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Effects of kinematic parameters and corrugated structure on the aerodynamic performance of flexible dragonfly wings 运动学参数和波纹结构对柔性蜻蜓翅膀气动性能的影响
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-16 DOI: 10.1016/j.jfluidstructs.2023.104058
Weizhen Sun , Yuping Wang , Guoyi He , Qi Wang , Feng Yu , Wei Song

The effects of unsteady motions of flapping flat plates and corrugated structures in different parameters are studied using fluid–solid coupling and overlapping grid methods. Based on the dragonfly’s right forewing and right hindwing model, these actions include sweeping and pitching, take-off acceleration, and tandem wings cruising in the reverse phase at 180°. The results show that when the advance ratio J=0.36, the “inflow deflection” improves the aerodynamic force in two degrees of freedom compared to simple flapping. When considering only the impact of flexibility, the aerodynamic forces of flexible flat plates and corrugated structures are better than those of the rigid wing models. Considering the effect of corrugated structures, the lift of flexible corrugated wings diminishes, but more thrust is generated. From the perspective of vortex street, vortex rings materialize only in the downstroke stage, while the attachment effect of leading-edge vortices is noticeable in several models. In the same phase flapping, the two wings combine to form a giant wing, which generates significant forward flight momentum. In out-of-phase flapping mode, the series wings generate two lifts and two or three thrust peaks to attain the required forward flight speed while sustaining a high lift.

采用流固耦合和重叠网格方法研究了不同参数下拍打平板和波纹结构的非稳定运动效应。基于蜻蜓的右前翼和右后翼模型,这些运动包括横扫和俯仰、起飞加速和双翼180°反相巡航。结果表明,当推进比 J=0.36 时,与简单拍打相比,"流入偏转 "提高了两个自由度的空气动力。如果只考虑柔性的影响,柔性平板和波纹结构的气动力优于刚性翼模型。考虑到波纹结构的影响,柔性波纹翼的升力会减小,但会产生更大的推力。从涡街的角度来看,涡环只在下冲阶段才形成,而前缘涡的附着效应在几个模型中都很明显。在同相拍打模式下,两翼结合形成巨翼,产生巨大的前飞动量。在非相位拍打模式下,串联机翼产生两个升力和两个或三个推力峰,以达到所需的前飞速度,同时维持高升力。
{"title":"Effects of kinematic parameters and corrugated structure on the aerodynamic performance of flexible dragonfly wings","authors":"Weizhen Sun ,&nbsp;Yuping Wang ,&nbsp;Guoyi He ,&nbsp;Qi Wang ,&nbsp;Feng Yu ,&nbsp;Wei Song","doi":"10.1016/j.jfluidstructs.2023.104058","DOIUrl":"10.1016/j.jfluidstructs.2023.104058","url":null,"abstract":"<div><p>The effects of unsteady motions of flapping flat plates and corrugated structures in different parameters are studied using fluid–solid coupling and overlapping grid methods. Based on the dragonfly’s right forewing and right hindwing model, these actions include sweeping and pitching, take-off acceleration, and tandem wings cruising in the reverse phase at <span><math><mrow><mn>180</mn><mo>°</mo></mrow></math></span>. The results show that when the advance ratio <span><math><mrow><mi>J</mi><mo>=</mo><mn>0</mn><mo>.</mo><mn>36</mn></mrow></math></span><span>, the “inflow deflection” improves the aerodynamic force<span><span> in two degrees of freedom compared to simple flapping. When considering only the impact of flexibility, the aerodynamic forces of flexible flat plates and corrugated structures are better than those of the </span>rigid wing<span><span> models. Considering the effect of corrugated structures, the lift of flexible corrugated wings diminishes, but more thrust is generated. From the perspective of vortex street, vortex rings materialize only in the </span>downstroke stage, while the attachment effect of leading-edge vortices is noticeable in several models. In the same phase flapping, the two wings combine to form a giant wing, which generates significant forward flight momentum. In out-of-phase flapping mode, the series wings generate two lifts and two or three thrust peaks to attain the required forward flight speed while sustaining a high lift.</span></span></span></p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139476158","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
On quasi-steadiness of transverse galloping of rectangular cylinders at Reynolds numbers below 10,000 论雷诺数低于 10,000 时矩形圆柱体横向奔腾的准稳 定性
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-16 DOI: 10.1016/j.jfluidstructs.2023.104063
Ahmed M. Naguib, Mark A. Feero , Alireza Safaripour , Manoochehr M. Koochesfahani

Forced transverse oscillations are used to investigate the quasi-steady behavior of a rectangular cylinder with a side ratio of 2 at Reynolds numbers less than 10,000 (based on cylinder thickness). To this end, phase-averaged measurements of the transverse force acting on the oscillating cylinder at different phases of motion are compared to the mean force acting on the static cylinder at different angles of attack. The force data are complemented with boundary-layer-resolved measurements of the streamwise velocity using single-component molecular tagging velocimetry. The experiments are conducted for two Reynolds numbers of 2,500 and 7,500, two oscillation amplitudes of 20 % and 50 % of the cylinder thickness, and reduced velocities in the approximate range of 2–30 times the reduced velocity corresponding to the vortex shedding frequency. The results show that the reduced velocity threshold required to attain quasi-steady behavior is strongly dependent on Reynolds number in the investigated range. The effect is such that the lower the Reynolds number, the higher the threshold. This behavior is linked to viscous effects which render the shear layer too slow to adapt to the cylinder motion with decreasing Reynolds number. A most pronounced effect is observed at the lowest reduced velocity and Reynolds number, where the shear layer reattaches on the side of the cylinder during the cycle at an angle of attack less than half that exhibited for the static cylinder. Overall, the study shows that in addition to the time scale associated with vortex shedding, when the Reynolds number is sufficiently low, a viscous time scale characteristic of the shear layer dynamic response should be included in determining the validity of quasi-steadiness.

利用强制横向振荡来研究边长比为 2 的矩形圆柱体在雷诺数小于 10,000 时的准稳定行为(基于圆柱体厚度)。为此,对不同运动阶段作用在振荡圆柱体上的横向力进行了相位平均测量,并与不同攻击角度下作用在静态圆柱体上的平均力进行了比较。此外,还使用单组分分子标记测速仪对流向速度进行了边界层分辨测量,以补充力数据。实验针对两个雷诺数(2,500 和 7,500)、两个振幅(气缸厚度的 20% 和 50%)以及与涡流脱落频率相对应的减速度(减速度的 2-30 倍)的近似范围进行。结果表明,在研究范围内,达到准稳态行为所需的减速度阈值与雷诺数密切相关。雷诺数越低,阈值越高。这种行为与粘滞效应有关,随着雷诺数的降低,粘滞效应使得剪切层的速度过慢,无法适应气缸的运动。在速度和雷诺数降低到最低时,剪切层在循环过程中重新附着在气缸一侧,其攻角小于静态气缸的一半,这种效应最为明显。总之,研究表明,除了与涡流脱落相关的时间尺度外,当雷诺数足够低时,剪切层动态响应的粘性时间尺度也应包括在内,以确定准稳态的有效性。
{"title":"On quasi-steadiness of transverse galloping of rectangular cylinders at Reynolds numbers below 10,000","authors":"Ahmed M. Naguib,&nbsp;Mark A. Feero ,&nbsp;Alireza Safaripour ,&nbsp;Manoochehr M. Koochesfahani","doi":"10.1016/j.jfluidstructs.2023.104063","DOIUrl":"https://doi.org/10.1016/j.jfluidstructs.2023.104063","url":null,"abstract":"<div><p><span><span>Forced transverse oscillations are used to investigate the quasi-steady behavior of a rectangular cylinder with a side ratio of 2 at Reynolds numbers less than 10,000 (based on cylinder thickness). To this end, phase-averaged measurements of the transverse force acting on the </span>oscillating cylinder<span><span> at different phases of motion are compared to the mean force acting on the static cylinder at different </span>angles of attack<span>. The force data are complemented with boundary-layer-resolved measurements of the streamwise<span><span> velocity using single-component molecular tagging velocimetry. The experiments are conducted for two Reynolds numbers of 2,500 and 7,500, two oscillation amplitudes of 20 % and 50 % of the cylinder thickness, and reduced velocities<span> in the approximate range of 2–30 times the reduced velocity corresponding to the vortex shedding frequency. The results show that the reduced velocity threshold required to attain quasi-steady behavior is strongly dependent on Reynolds number in the investigated range. The effect is such that the lower the Reynolds number, the higher the threshold. This behavior is linked to viscous effects which render the shear layer too slow to adapt to the </span></span>cylinder motion with decreasing Reynolds number. A most </span></span></span></span>pronounced effect is observed at the lowest reduced velocity and Reynolds number, where the shear layer reattaches on the side of the cylinder during the cycle at an angle of attack less than half that exhibited for the static cylinder. Overall, the study shows that in addition to the time scale associated with vortex shedding, when the Reynolds number is sufficiently low, a viscous time scale characteristic of the shear layer dynamic response should be included in determining the validity of quasi-steadiness.</p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139480025","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Physics-informed neural networks modelling for systems with moving immersed boundaries: Application to an unsteady flow past a plunging foil 为具有移动浸没边界的系统建立物理信息神经网络模型:将神经网络应用于经过垂悬箔的非稳定流
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-13 DOI: 10.1016/j.jfluidstructs.2024.104066
Rahul Sundar , Dipanjan Majumdar , Didier Lucor , Sunetra Sarkar

Physics informed neural networks (PINNs) have been explored extensively in the recent past for solving various forward and inverse problems for facilitating querying applications in fluid mechanics. However, investigations on PINNs for unsteady flows past moving bodies, such as flapping wings are scarce. Earlier studies mostly relied on transferring the problems to a body-attached frame of reference, which could be restrictive towards handling multiple moving bodies/deforming structures. The present study attempts to couple the benefits of PINNs with a fixed Eulerian frame of reference, and proposes an immersed boundary aware framework for developing surrogate models for unsteady flows past moving bodies. Specifically, high-resolution velocity reconstruction and pressure recovery as a hidden variable are the main goals. The framework has been developed by using downsampled velocity data obtained from prior simulations to train the PINNs model. The efficacy of the velocity reconstruction has been tested against high resolution IBM simulation data, whereas the efficacy of the pressure recovery has been tested against high resolution simulation data from an arbitrary Lagrange Eulerian (ALE) solver. Under the present framework, two PINN variants, (i) a moving-boundary-enabled standard Navier–Stokes based PINN (MB-PINN), and, (ii) a moving-boundary-enabled IBM based PINN (MB-IBM-PINN) have been formulated.

Relaxation of physics constraints in PINNs models has been identified to be a useful strategy in improving the predictions. A fluid-solid partitioning of the physics losses in MB-IBM-PINN has been allowed, in order to investigate the effects of solid body points while training. This strategy enables MB-IBM-PINN to match with the performance of MB-PINN under certain loss-weighting conditions. Interestingly, MB-PINN is found to be superior to MB-IBM-PINN when a priori knowledge of the solid body position and velocity is available. To improve the data efficiency of MB-PINN, a physics based data sampling technique has also been investigated. It is observed that a suitable combination of physics constraint relaxation and physics based sampling can achieve a model performance comparable to the case of using all the data points, under a fixed training budget.

近年来,人们对物理信息神经网络(PINNs)进行了广泛的探索,以解决各种正向和反向问题,促进流体力学的查询应用。然而,针对经过运动体(如拍打翅膀)的非稳态流的 PINNs 研究却很少。早期的研究大多依赖于将问题转移到与机体相连的参照系中,这对于处理多个运动体/变形结构有一定限制。本研究试图将 PINNs 的优点与固定欧拉参照系相结合,并提出了一个沉浸边界感知框架,用于开发经过运动体的非稳态流的代用模型。具体来说,高分辨率速度重建和作为隐藏变量的压力恢复是主要目标。该框架是通过使用从先前模拟中获得的下采样速度数据来训练 PINNs 模型而开发的。根据高分辨率 IBM 仿真数据对速度重建的功效进行了测试,而根据任意拉格朗日欧拉(ALE)求解器的高分辨率仿真数据对压力恢复的功效进行了测试。在本框架下,制定了两种 PINN 变体:(i) 基于移动边界的标准纳维-斯托克斯 PINN(MB-PINN)和 (ii) 基于移动边界的 IBM PINN(MB-IBM-PINN)。在 MB-IBM-PINN 中允许对物理损失进行流体-固体分区,以便在训练时研究固体体点的影响。这种策略使 MB-IBM-PINN 在某些损失加权条件下与 MB-PINN 的性能相匹配。有趣的是,在获得实体位置和速度的先验知识后,发现 MB-PINN 优于 MB-IBM-PINN。为了提高 MB-PINN 的数据效率,还研究了一种基于物理的数据采样技术。结果表明,在固定的训练预算下,物理约束松弛和基于物理的采样的适当结合可以实现与使用所有数据点情况下相当的模型性能。
{"title":"Physics-informed neural networks modelling for systems with moving immersed boundaries: Application to an unsteady flow past a plunging foil","authors":"Rahul Sundar ,&nbsp;Dipanjan Majumdar ,&nbsp;Didier Lucor ,&nbsp;Sunetra Sarkar","doi":"10.1016/j.jfluidstructs.2024.104066","DOIUrl":"https://doi.org/10.1016/j.jfluidstructs.2024.104066","url":null,"abstract":"<div><p><span>Physics informed neural networks (PINNs) have been explored extensively in the recent past for solving various forward and inverse problems for facilitating querying applications in fluid mechanics. However, investigations on PINNs for unsteady flows<span> past moving bodies, such as flapping wings are scarce. Earlier studies mostly relied on transferring the problems to a body-attached frame of reference, which could be restrictive towards handling multiple moving bodies/deforming structures. The present study attempts to couple the benefits of PINNs with a fixed Eulerian frame<span> of reference, and proposes an immersed boundary aware framework for developing surrogate models for unsteady flows past moving bodies. Specifically, high-resolution velocity reconstruction and pressure recovery as a hidden variable are the main goals. The framework has been developed by using downsampled velocity data obtained from prior simulations to train the PINNs model. The efficacy of the velocity reconstruction has been tested against high resolution </span></span></span>IBM<span> simulation data, whereas the efficacy of the pressure recovery has been tested against high resolution simulation data from an arbitrary Lagrange Eulerian (ALE) solver. Under the present framework, two PINN variants, (i) a moving-boundary-enabled standard Navier–Stokes based PINN (MB-PINN), and, (ii) a moving-boundary-enabled IBM based PINN (MB-IBM-PINN) have been formulated.</span></p><p>Relaxation of physics constraints in PINNs models has been identified to be a useful strategy in improving the predictions. A fluid-solid partitioning of the physics losses in MB-IBM-PINN has been allowed, in order to investigate the effects of solid body points while training. This strategy enables MB-IBM-PINN to match with the performance of MB-PINN under certain loss-weighting conditions. Interestingly, MB-PINN is found to be superior to MB-IBM-PINN when <em>a priori</em> knowledge of the solid body position and velocity is available. To improve the data efficiency of MB-PINN, a physics based data sampling technique has also been investigated. It is observed that a suitable combination of physics constraint relaxation and physics based sampling can achieve a model performance comparable to the case of using all the data points, under a fixed training budget.</p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139434179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Falling liquid films on a uniformly heated compliant substrate with broken time-reversal symmetry 均匀加热的顺应性基底上的坠落液膜具有破碎的时间反向对称性
IF 3.6 2区 工程技术 Q1 Engineering Pub Date : 2024-01-12 DOI: 10.1016/j.jfluidstructs.2023.104064
Akshay S. Desai , Souradip Chattopadhyay , Amar K. Gaonkar

This study aims to analyze the dynamics of a thin Newtonian liquid film on a uniformly heated compliant substrate. We consider the violation of time-reversal symmetry in the liquid, resulting in an additional non-zero term in the liquid stress tensor. Using the long-wave expansion technique, we derive a set of coupled equations governing the film thickness and substrate deformation, accounting for inertia, surface tension, thermocapillarity, and odd viscosity. Through linear stability analysis and spatiotemporal simulations, we observe that the compliant substrate enhances instability, while wall heating exacerbates it. However, the introduction of odd viscosity effectively suppresses these instabilities, as confirmed by the agreement between simulation and theoretical predictions.

本研究旨在分析均匀加热的顺应基底上的牛顿薄液态薄膜的动力学。我们考虑到液体违反了时间反转对称性,导致液体应力张量中出现了额外的非零项。利用长波展开技术,我们推导出一组控制薄膜厚度和基底变形的耦合方程,其中考虑了惯性、表面张力、热汽蚀和奇数粘度。通过线性稳定性分析和时空模拟,我们发现顺应性基底会增强不稳定性,而壁面加热会加剧不稳定性。然而,奇数粘度的引入有效地抑制了这些不稳定性,模拟与理论预测之间的一致性证实了这一点。
{"title":"Falling liquid films on a uniformly heated compliant substrate with broken time-reversal symmetry","authors":"Akshay S. Desai ,&nbsp;Souradip Chattopadhyay ,&nbsp;Amar K. Gaonkar","doi":"10.1016/j.jfluidstructs.2023.104064","DOIUrl":"https://doi.org/10.1016/j.jfluidstructs.2023.104064","url":null,"abstract":"<div><p>This study aims to analyze the dynamics of a thin Newtonian liquid<span><span> film on a uniformly heated compliant substrate. We consider the violation of time-reversal symmetry in the liquid, resulting in an additional non-zero term in the liquid </span>stress tensor<span>. Using the long-wave expansion technique, we derive a set of coupled equations governing the film thickness and substrate deformation, accounting for inertia, surface tension, thermocapillarity, and odd viscosity. Through linear stability analysis and spatiotemporal simulations, we observe that the compliant substrate enhances instability, while wall heating exacerbates it. However, the introduction of odd viscosity effectively suppresses these instabilities, as confirmed by the agreement between simulation and theoretical predictions.</span></span></p></div>","PeriodicalId":54834,"journal":{"name":"Journal of Fluids and Structures","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2024-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139433390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Journal of Fluids and Structures
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