首页 > 最新文献

Theoretical and Computational Fluid Dynamics最新文献

英文 中文
Inviscid modeling of unsteady morphing airfoils using a discrete-vortex method 使用离散涡流法建立非稳态变形机翼的不粘性模型
IF 2.2 3区 工程技术 Q2 MECHANICS Pub Date : 2023-12-07 DOI: 10.1007/s00162-023-00678-7
Alfonso Martínez-Carmena, Kiran Ramesh

A low-order physics-based model to simulate the unsteady flow response to airfoils undergoing large-amplitude variations of the camber is presented in this paper. Potential-flow theory adapted for unsteady airfoils and numerical methods using discrete-vortex elements are combined to obtain rapid predictions of flow behavior and force evolution. To elude the inherent restriction of thin-airfoil theory to small flow disturbances, a time-varying chord line is proposed in this work over which to satisfy the appropriate boundary condition, enabling large deformations of the camber line to be modeled. Computational fluid dynamics simulations are performed to assess the accuracy of the low-order model for a wide range of dynamic trailing-edge flap deflections. By allowing the chord line to rotate with trailing-edge deflections, aerodynamic loads predictions are greatly enhanced as compared to the classical approach where the chord line is fixed. This is especially evident for large-amplitude deformations.

摘要 本文提出了一种基于物理的低阶模型,用于模拟发生大振幅外倾变化的机翼的非稳态流动响应。将适用于非稳态机翼的势流理论与使用离散涡元的数值方法相结合,可快速预测流动行为和力的演变。为了摆脱薄翼理论对小流动扰动的固有限制,本研究提出了一条时变弦线,在该弦线上满足适当的边界条件,从而可以模拟外倾线的大变形。通过计算流体动力学模拟,评估了低阶模型在各种动态襟翼后缘偏转情况下的准确性。与弦线固定的传统方法相比,通过允许弦线随后缘挠度旋转,气动载荷的预测结果大大提高。这一点在大振幅变形时尤为明显。
{"title":"Inviscid modeling of unsteady morphing airfoils using a discrete-vortex method","authors":"Alfonso Martínez-Carmena,&nbsp;Kiran Ramesh","doi":"10.1007/s00162-023-00678-7","DOIUrl":"10.1007/s00162-023-00678-7","url":null,"abstract":"<p>A low-order physics-based model to simulate the unsteady flow response to airfoils undergoing large-amplitude variations of the camber is presented in this paper. Potential-flow theory adapted for unsteady airfoils and numerical methods using discrete-vortex elements are combined to obtain rapid predictions of flow behavior and force evolution. To elude the inherent restriction of thin-airfoil theory to small flow disturbances, a time-varying chord line is proposed in this work over which to satisfy the appropriate boundary condition, enabling large deformations of the camber line to be modeled. Computational fluid dynamics simulations are performed to assess the accuracy of the low-order model for a wide range of dynamic trailing-edge flap deflections. By allowing the chord line to rotate with trailing-edge deflections, aerodynamic loads predictions are greatly enhanced as compared to the classical approach where the chord line is fixed. This is especially evident for large-amplitude deformations.</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"38 6","pages":"845 - 862"},"PeriodicalIF":2.2,"publicationDate":"2023-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00162-023-00678-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138556801","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
Investigation of Stokes flow in a grooved channel using the spectral method 利用频谱法研究沟槽中的斯托克斯流
IF 2.2 3区 工程技术 Q2 MECHANICS Pub Date : 2023-11-01 DOI: 10.1007/s00162-023-00679-6
Mainendra Kumar Dewangan

Pressure-driven Newtonian fluid flow between grooved and flat surfaces is analysed with no-slip boundary conditions at walls. The effect of corrugation on the fluid flow is investigated using the mesh-free spectral method. The primary aim of the present work is to develop an asymptotic/semi-analytical theory for confined transverse flows to bridge the gap between the limits of thin and thick channels. The secondary aim is to calculate permeability with reference to the effect of wall corrugation (roughness) without the restriction of pattern amplitude. We performed mathematical modelling and evaluated the analytical solution for hydraulic permeability with respect to the flat channel. The Pad(acute{e}) approximate is employed to improve the solution accuracy of an asymptotic model. The results elucidate that permeability always follows a decreasing trend with increasing pattern amplitude using the spectral approach at the long-wave and short-wave limits. The prediction of the spectral model is more accurate than the asymptotic-based model by Stroock et al. (Anal Chem 74(20):5306, 2002) and Pad(acute{e}) approximate, regardless of the grooved depth and wavelength of the channel. The finite-element-based numerical simulation is also used to understand the usefulness of theoretical models. A very low computational time is required using the mesh-free spectral model as compared to the numerical study. The agreement between the present model and the fully resolved numerical results is gratifying. Regarding numerical values, we calculated the relative error for different theoretical models such as an asymptotic model, Pad(acute{e}) approximate, and a mesh-free spectral model. The spectral model always predicts the maximum relative error as less than (3 %), regardless of the large pattern amplitude and wavelength. In addition, the results of the molecular dynamic (MD) simulations by Guo et al. (Phys Rev Fluids 1(7):074102, 2016) and the theoretical model by Wang (Phys Fluids 15(5):1121, 2003) are found to be quantitatively compatible with the predictions of effective slip length from the spectral model in the thick channel limit.

在壁面无滑动边界条件下,分析了凹槽和平面之间的压力驱动牛顿流体流动。采用无网格光谱法研究了波纹对流体流动的影响。本研究的主要目的是为封闭横向流开发一种渐近/半解析理论,以缩小薄槽和厚槽极限之间的差距。次要目的是参照壁面波纹(粗糙度)的影响计算渗透率,而不受波纹振幅的限制。我们进行了数学建模,并评估了与平渠道有关的水力渗透性分析解。我们采用了 Pad(acute{e}) 近似值来提高渐近模型的求解精度。结果表明,在长波和短波极限采用频谱方法时,渗透率总是随着模式振幅的增加而呈下降趋势。光谱模型的预测结果比 Stroock 等人基于渐近模型(Anal Chem 74(20):5306, 2002)和 Pad(acute{e}) 近似值的预测结果更准确,而不受沟槽深度和沟槽波长的影响。基于有限元的数值模拟也用于了解理论模型的有用性。与数值研究相比,使用无网格光谱模型所需的计算时间非常短。本模型与完全解析的数值结果之间的一致性令人满意。关于数值,我们计算了不同理论模型的相对误差,如渐近模型、Pad(acute{e})近似模型和无网格光谱模型。无论图案振幅和波长多大,光谱模型预测的最大相对误差总是小于(3 %)。此外,Guo 等人的分子动力学(MD)模拟结果(Phys Rev Fluids 1(7):074102, 2016)和 Wang 的理论模型(Phys Fluids 15(5):1121, 2003)与光谱模型在厚通道极限下对有效滑移长度的预测在数量上是一致的。
{"title":"Investigation of Stokes flow in a grooved channel using the spectral method","authors":"Mainendra Kumar Dewangan","doi":"10.1007/s00162-023-00679-6","DOIUrl":"10.1007/s00162-023-00679-6","url":null,"abstract":"<p>Pressure-driven Newtonian fluid flow between grooved and flat surfaces is analysed with no-slip boundary conditions at walls. The effect of corrugation on the fluid flow is investigated using the mesh-free spectral method. The primary aim of the present work is to develop an asymptotic/semi-analytical theory for confined transverse flows to bridge the gap between the limits of thin and thick channels. The secondary aim is to calculate permeability with reference to the effect of wall corrugation (roughness) without the restriction of pattern amplitude. We performed mathematical modelling and evaluated the analytical solution for hydraulic permeability with respect to the flat channel. The Pad<span>(acute{e})</span> approximate is employed to improve the solution accuracy of an asymptotic model. The results elucidate that permeability always follows a decreasing trend with increasing pattern amplitude using the spectral approach at the long-wave and short-wave limits. The prediction of the spectral model is more accurate than the asymptotic-based model by Stroock et al. (Anal Chem 74(20):5306, 2002) and Pad<span>(acute{e})</span> approximate, regardless of the grooved depth and wavelength of the channel. The finite-element-based numerical simulation is also used to understand the usefulness of theoretical models. A very low computational time is required using the mesh-free spectral model as compared to the numerical study. The agreement between the present model and the fully resolved numerical results is gratifying. Regarding numerical values, we calculated the relative error for different theoretical models such as an asymptotic model, Pad<span>(acute{e})</span> approximate, and a mesh-free spectral model. The spectral model always predicts the maximum relative error as less than <span>(3 %)</span>, regardless of the large pattern amplitude and wavelength. In addition, the results of the molecular dynamic (MD) simulations by Guo et al. (Phys Rev Fluids 1(7):074102, 2016) and the theoretical model by Wang (Phys Fluids 15(5):1121, 2003) are found to be quantitatively compatible with the predictions of effective slip length from the spectral model in the thick channel limit.\u0000</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"38 1","pages":"39 - 59"},"PeriodicalIF":2.2,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135321602","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
GPU computing of yield stress fluid flows in narrow gaps 狭缝中屈服应力流体流动的GPU计算
IF 3.4 3区 工程技术 Q2 MECHANICS Pub Date : 2023-10-19 DOI: 10.1007/s00162-023-00674-x
Ivonne Leonor Medina Lino, Mariana Carrasco-Teja, Ian Frigaard

We present a Graphic Processing Units (GPU) implementation of non-Newtonian Hele-Shaw flow that models the displacement of Herschel-Bulkley fluids along narrow eccentric annuli. This flow is characteristic of many long-thin flows that require extensive calculation due to an inherent nonlinearity in the constitutive law. A common method of dealing with such flows is via an augmented Lagrangian algorithm, which is often painfully slow. Here we show that such algorithms, although involving slow iterations, can often be accelerated via parallel implementation on GPUs. Indeed, such algorithms explicitly solve the nonlinear aspects only locally on each mesh cell (or node), which makes them ideal candidates for GPUs. Combined with other advances, the optimized GPU implementation takes (approx 2.5%) of the time of the original algorithm.

我们提出了一种非牛顿Hele-Shaw流的图形处理单元(GPU)实现,该实现模拟了Herschel-Bulkley流体沿狭窄偏心环空的位移。这种流动是许多细长流动的特征,由于本构定律中固有的非线性,这些流动需要大量计算。处理这种流动的一种常见方法是通过增广拉格朗日算法,该算法通常非常缓慢。在这里,我们展示了这样的算法,尽管涉及缓慢的迭代,但通常可以通过GPU上的并行实现来加速。事实上,这样的算法只在每个网格单元(或节点)上局部地显式地解决非线性方面,这使它们成为GPU的理想候选者。结合其他进展,优化的GPU实现占用了原始算法的时间(约2.5%)。
{"title":"GPU computing of yield stress fluid flows in narrow gaps","authors":"Ivonne Leonor Medina Lino,&nbsp;Mariana Carrasco-Teja,&nbsp;Ian Frigaard","doi":"10.1007/s00162-023-00674-x","DOIUrl":"10.1007/s00162-023-00674-x","url":null,"abstract":"<p>We present a Graphic Processing Units (GPU) implementation of non-Newtonian Hele-Shaw flow that models the displacement of Herschel-Bulkley fluids along narrow eccentric annuli. This flow is characteristic of many long-thin flows that require extensive calculation due to an inherent nonlinearity in the constitutive law. A common method of dealing with such flows is via an augmented Lagrangian algorithm, which is often painfully slow. Here we show that such algorithms, although involving slow iterations, can often be accelerated via parallel implementation on GPUs. Indeed, such algorithms explicitly solve the nonlinear aspects only locally on each mesh cell (or node), which makes them ideal candidates for GPUs. Combined with other advances, the optimized GPU implementation takes <span>(approx 2.5%)</span> of the time of the original algorithm.</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"37 5","pages":"661 - 680"},"PeriodicalIF":3.4,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71909902","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
Application of the lattice Boltzmann method to the study of ultrasound propagation and acoustic streaming in three-dimensional cavities: advantages and limitations 格子Boltzmann方法在三维腔中超声传播和声流研究中的应用:优点和局限性
IF 3.4 3区 工程技术 Q2 MECHANICS Pub Date : 2023-10-19 DOI: 10.1007/s00162-023-00676-9
Jaouad Benhamou, Bjarne Vincent, Sophie Miralles, Mohammed Jami, Daniel Henry, Ahmed Mezrhab, Valéry Botton

The paper presents a three-dimensional numerical study of the acoustic streaming induced by the dissipation of ultrasounds during their propagation in the air. The waves are generated by a circular acoustic source positioned at the center of the left wall of a parallelepipedic cavity. The simulations are performed with the lattice Boltzmann method associated with the D3Q19 multiple relaxation time model. A validation of this model is first performed by comparing the numerical and analytical acoustic intensities along the central axis of the acoustic source. The main objective of this study is to use two different methods to calculate the acoustic streaming flow. The first method is the direct calculation of the mean velocity fields as the mean values of the instantaneous velocities. The second method is an indirect technique, which first calculates the acoustic streaming force and then injects this force into the numerical code to produce the streaming. A comparison between the results obtained by the two methods was carried out and a good agreement was found between them. These different investigations, rather new in three-dimensional configurations, have allowed us to discuss the advantages and limitations of the lattice Boltzmann approach to simulate real situations of wave propagation and acoustic streaming.

本文对超声波在空气中传播过程中的耗散引起的声流进行了三维数值研究。这些波是由位于平行六面体空腔左壁中心的圆形声源产生的。使用与D3Q19多重弛豫时间模型相关的晶格玻尔兹曼方法进行模拟。该模型的验证首先通过比较沿声源中心轴的数值和分析声强度来进行。本研究的主要目的是使用两种不同的方法来计算声学流动。第一种方法是将平均速度场直接计算为瞬时速度的平均值。第二种方法是一种间接技术,它首先计算声学流作用力,然后将该作用力注入数值代码中以产生流。对两种方法的结果进行了比较,发现它们之间有很好的一致性。这些不同的研究,在三维配置中是相当新的,使我们能够讨论晶格玻尔兹曼方法在模拟波传播和声流的真实情况时的优势和局限性。
{"title":"Application of the lattice Boltzmann method to the study of ultrasound propagation and acoustic streaming in three-dimensional cavities: advantages and limitations","authors":"Jaouad Benhamou,&nbsp;Bjarne Vincent,&nbsp;Sophie Miralles,&nbsp;Mohammed Jami,&nbsp;Daniel Henry,&nbsp;Ahmed Mezrhab,&nbsp;Valéry Botton","doi":"10.1007/s00162-023-00676-9","DOIUrl":"10.1007/s00162-023-00676-9","url":null,"abstract":"<p>The paper presents a three-dimensional numerical study of the acoustic streaming induced by the dissipation of ultrasounds during their propagation in the air. The waves are generated by a circular acoustic source positioned at the center of the left wall of a parallelepipedic cavity. The simulations are performed with the lattice Boltzmann method associated with the D3Q19 multiple relaxation time model. A validation of this model is first performed by comparing the numerical and analytical acoustic intensities along the central axis of the acoustic source. The main objective of this study is to use two different methods to calculate the acoustic streaming flow. The first method is the direct calculation of the mean velocity fields as the mean values of the instantaneous velocities. The second method is an indirect technique, which first calculates the acoustic streaming force and then injects this force into the numerical code to produce the streaming. A comparison between the results obtained by the two methods was carried out and a good agreement was found between them. These different investigations, rather new in three-dimensional configurations, have allowed us to discuss the advantages and limitations of the lattice Boltzmann approach to simulate real situations of wave propagation and acoustic streaming.</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"37 6","pages":"725 - 753"},"PeriodicalIF":3.4,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71909987","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
Inverted stochastic lattice Boltzmann-Lagrangian model for identifying indoor particulate pollutant sources 识别室内颗粒物污染源的反演随机格子Boltzmann拉格朗日模型
IF 3.4 3区 工程技术 Q2 MECHANICS Pub Date : 2023-10-15 DOI: 10.1007/s00162-023-00675-w
Jinghong Qin

This paper studies the inverted stochastic lattice Boltzmann-Lagrangian approach for identifying indoor particulate pollutant sources. The dynamics of the fluid (indoor air) as well as the transport of the particles in the Eulerian description are solved using the lattice Boltzmann method. The particles regard as rigid bodies, and the data interactions between lattice fluid and particle movement are implemented by calculating for interaction force and void fraction. Particle-wall collision process is based on the softball model which describes the dynamic characteristics of particles in microscopic state. The results are shown that the particle forward and inverted drifting paths and its mechanisms are investigated clearly than previous methods. Indoor particulate pollutant sources can exactly identify with this approach. This research can offer theoretical relevance to the modeling of multi-phase particle fluid.

本文研究了识别室内颗粒物污染源的倒随机格子Boltzmann拉格朗日方法。在欧拉描述中,流体(室内空气)的动力学以及粒子的传输都使用晶格玻尔兹曼方法求解。将粒子视为刚体,通过计算相互作用力和空隙率来实现晶格流体与粒子运动之间的数据交互。粒子壁碰撞过程基于垒球模型,该模型描述了粒子在微观状态下的动力学特性。结果表明,与以往的方法相比,对粒子正向和反向漂移路径及其机制的研究更加清晰。室内颗粒物污染源可以准确识别这种方法。该研究可为多相颗粒流体的建模提供理论依据。
{"title":"Inverted stochastic lattice Boltzmann-Lagrangian model for identifying indoor particulate pollutant sources","authors":"Jinghong Qin","doi":"10.1007/s00162-023-00675-w","DOIUrl":"10.1007/s00162-023-00675-w","url":null,"abstract":"<p>This paper studies the inverted stochastic lattice Boltzmann-Lagrangian approach for identifying indoor particulate pollutant sources. The dynamics of the fluid (indoor air) as well as the transport of the particles in the Eulerian description are solved using the lattice Boltzmann method. The particles regard as rigid bodies, and the data interactions between lattice fluid and particle movement are implemented by calculating for interaction force and void fraction. Particle-wall collision process is based on the softball model which describes the dynamic characteristics of particles in microscopic state. The results are shown that the particle forward and inverted drifting paths and its mechanisms are investigated clearly than previous methods. Indoor particulate pollutant sources can exactly identify with this approach. This research can offer theoretical relevance to the modeling of multi-phase particle fluid.</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"37 6","pages":"755 - 765"},"PeriodicalIF":3.4,"publicationDate":"2023-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71909310","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
Network-theoretic modeling of fluid–structure interactions 流体-结构相互作用的网络理论建模
IF 3.4 3区 工程技术 Q2 MECHANICS Pub Date : 2023-10-10 DOI: 10.1007/s00162-023-00673-y
Aditya G. Nair, Samuel B. Douglass, Nitish Arya

The coupling interactions between deformable structures and unsteady fluid flows occur across a wide range of spatial and temporal scales in many engineering applications. These fluid–structure interactions (FSI) pose significant challenges in accurately predicting flow physics. In the present work, two multi-layer network approaches are proposed that characterize the interactions between the fluid and structural layers for an incompressible laminar flow over a two-dimensional compliant flat plate at a 35(^{circ }) angle of attack. In the first approach, the network nodes are formed by wake vortices and bound vortexlets, and the edges of the network are defined by the induced velocity between these elements. In the second approach, coherent structures (fluid modes), contributing to the kinetic energy of the flow, and structural modes, contributing to the kinetic energy of the compliant structure, constitute the network nodes. The energy transfers between the modes are extracted using a perturbation approach. Furthermore, the network structure of the FSI system is simplified using the community detection algorithm in the vortical approach and by selecting dominant modes in the modal approach. Network measures are used to reveal the temporal behavior of the individual nodes within the simplified FSI system. Predictive models are then built using both data-driven and physics-based methods. Overall, this work sets the foundation for network-theoretic reduced-order modeling of fluid–structure interactions, generalizable to other multi-physics systems.

在许多工程应用中,可变形结构和非定常流体流动之间的耦合相互作用发生在广泛的空间和时间尺度上。这些流体-结构相互作用(FSI)在准确预测流动物理方面提出了重大挑战。在本工作中,提出了两种多层网络方法,用于表征在35攻角下二维柔性平板上不可压缩层流的流体层和结构层之间的相互作用。在第一种方法中,网络节点由尾流涡流和束缚涡流形成,网络的边缘由这些元素之间的诱导速度定义。在第二种方法中,有助于流动动能的相干结构(流体模式)和有助于柔顺结构动能的结构模式构成了网络节点。使用微扰方法提取模式之间的能量传递。此外,使用旋涡方法中的群体检测算法和模态方法中的主模态选择,简化了FSI系统的网络结构。网络度量用于揭示简化FSI系统内各个节点的时间行为。然后使用数据驱动和基于物理的方法建立预测模型。总的来说,这项工作为流体-结构相互作用的网络理论降阶建模奠定了基础,可推广到其他多物理系统。
{"title":"Network-theoretic modeling of fluid–structure interactions","authors":"Aditya G. Nair,&nbsp;Samuel B. Douglass,&nbsp;Nitish Arya","doi":"10.1007/s00162-023-00673-y","DOIUrl":"10.1007/s00162-023-00673-y","url":null,"abstract":"<p>The coupling interactions between deformable structures and unsteady fluid flows occur across a wide range of spatial and temporal scales in many engineering applications. These fluid–structure interactions (FSI) pose significant challenges in accurately predicting flow physics. In the present work, two multi-layer network approaches are proposed that characterize the interactions between the fluid and structural layers for an incompressible laminar flow over a two-dimensional compliant flat plate at a 35<span>(^{circ })</span> angle of attack. In the first approach, the network nodes are formed by wake vortices and bound vortexlets, and the edges of the network are defined by the induced velocity between these elements. In the second approach, coherent structures (fluid modes), contributing to the kinetic energy of the flow, and structural modes, contributing to the kinetic energy of the compliant structure, constitute the network nodes. The energy transfers between the modes are extracted using a perturbation approach. Furthermore, the network structure of the FSI system is simplified using the community detection algorithm in the vortical approach and by selecting dominant modes in the modal approach. Network measures are used to reveal the temporal behavior of the individual nodes within the simplified FSI system. Predictive models are then built using both data-driven and physics-based methods. Overall, this work sets the foundation for network-theoretic reduced-order modeling of fluid–structure interactions, generalizable to other multi-physics systems.</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"37 6","pages":"707 - 723"},"PeriodicalIF":3.4,"publicationDate":"2023-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71909715","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
Aerodynamic and aeroacoustic performance of a pitching foil with trailing edge serrations at a high Reynolds number 带后缘锯齿的俯仰箔在高雷诺数下的气动和气声性能
IF 2.2 3区 工程技术 Q2 MECHANICS Pub Date : 2023-10-09 DOI: 10.1007/s00162-023-00677-8
Xueyu Ji, Li Wang, Sridhar Ravi, John Young, Joseph C. S. Lai, Fang-Bao Tian

The aerodynamic and aeroacoustic performance of a low-aspect-ratio ((hbox {AR}=0.2)) pitching foil during dynamic stall are investigated numerically with focus on the effects of trailing edge serrations. A hybrid method coupling an immersed boundary method for incompressible flows with the Ffowcs Williams–Hawkings acoustic analogy is employed. Large eddy simulation and turbulent boundary layer equation wall model are also employed to capture the turbulent effects. A modified NACA0012 foil with a rectangular trailing edge flap attached to the trailing edge (baseline case) undergoing pitching motion is considered. Trailing edge serrations are applied to the trailing edge flap and their effects on the aerodynamic and aeroacoustic performance of the oscillating airfoil are considered by varying the wave amplitude ((2h^*= 0.05, 0.1), and 0.2) at a Reynolds number of 100,000 and a Mach number of 0.05. It is found that the reduction of the sound pressure level at the dimensionless frequency band (St_{b}in [1.25,4]) can be over 4 dB with the presence of the trailing edge serrations ((2h^*=0.1)), while the aerodynamic performance and its fluctuations are not significantly altered except a reduction around 10% in the negative moment coefficient and it fluctuations. This is due to the reduction of the average spanwise coherence function and the average surface pressure with respect to that of the baseline case, suggesting the reduction of the spanwise coherence and the noise source may result in the noise reduction. Analysis of the topology of the near wake coherent structure for (2h^*=0.1) reveals that the alignment of the streamwise-oriented vortex with the serration edge may reduce the surface pressure fluctuation.

数值研究了低长宽比((hbox {AR}=0.2) )俯仰箔片在动态失速时的气动和气声性能,重点研究了后缘锯齿的影响。采用了一种混合方法,将不可压缩流的沉浸边界法与 Ffowcs Williams-Hawkings 声学类比法相耦合。还采用了大涡流模拟和湍流边界层方程壁模型来捕捉湍流效应。考虑的是后缘附有矩形后缘襟翼的改进型 NACA0012 薄膜(基线情况)的俯仰运动。在雷诺数为 100,000 和马赫数为 0.05 时,通过改变波幅((2h^*= 0.05, 0.1), and 0.2),考虑了后缘襟翼上的后缘锯齿对摆动翼面的气动和气声性能的影响。研究发现,由于后缘锯齿的存在((2h^*=0.1)),无量纲频带 (St_{b}in [1.25,4]()上的声压级可降低 4 分贝以上,而除了负力矩系数及其波动降低 10%左右外,气动性能及其波动并没有显著改变。这是因为平均跨向相干函数和平均表面压力相对于基线情况有所降低,表明跨向相干性和噪声源的降低可能会导致噪声的降低。对(2h^*=0.1)的近尾流相干结构的拓扑分析表明,流向涡与锯齿边缘的对齐可能会降低表面压力波动。
{"title":"Aerodynamic and aeroacoustic performance of a pitching foil with trailing edge serrations at a high Reynolds number","authors":"Xueyu Ji,&nbsp;Li Wang,&nbsp;Sridhar Ravi,&nbsp;John Young,&nbsp;Joseph C. S. Lai,&nbsp;Fang-Bao Tian","doi":"10.1007/s00162-023-00677-8","DOIUrl":"10.1007/s00162-023-00677-8","url":null,"abstract":"<p>The aerodynamic and aeroacoustic performance of a low-aspect-ratio (<span>(hbox {AR}=0.2)</span>) pitching foil during dynamic stall are investigated numerically with focus on the effects of trailing edge serrations. A hybrid method coupling an immersed boundary method for incompressible flows with the Ffowcs Williams–Hawkings acoustic analogy is employed. Large eddy simulation and turbulent boundary layer equation wall model are also employed to capture the turbulent effects. A modified NACA0012 foil with a rectangular trailing edge flap attached to the trailing edge (baseline case) undergoing pitching motion is considered. Trailing edge serrations are applied to the trailing edge flap and their effects on the aerodynamic and aeroacoustic performance of the oscillating airfoil are considered by varying the wave amplitude (<span>(2h^*= 0.05, 0.1)</span>, and 0.2) at a Reynolds number of 100,000 and a Mach number of 0.05. It is found that the reduction of the sound pressure level at the dimensionless frequency band <span>(St_{b}in [1.25,4])</span> can be over 4 dB with the presence of the trailing edge serrations (<span>(2h^*=0.1)</span>), while the aerodynamic performance and its fluctuations are not significantly altered except a reduction around 10% in the negative moment coefficient and it fluctuations. This is due to the reduction of the average spanwise coherence function and the average surface pressure with respect to that of the baseline case, suggesting the reduction of the spanwise coherence and the noise source may result in the noise reduction. Analysis of the topology of the near wake coherent structure for <span>(2h^*=0.1)</span> reveals that the alignment of the streamwise-oriented vortex with the serration edge may reduce the surface pressure fluctuation.</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"38 6","pages":"825 - 844"},"PeriodicalIF":2.2,"publicationDate":"2023-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s00162-023-00677-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135093791","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
Galerkin spectral estimation of vortex-dominated wake flows 旋涡主导尾流的伽辽金谱估计
IF 2.2 3区 工程技术 Q2 MECHANICS Pub Date : 2023-08-07 DOI: 10.1007/s00162-023-00670-1
Katherine J. Asztalos, Abdulrahman Almashjary, Scott T. M. Dawson

We propose a technique for performing spectral (in time) analysis of spatially-resolved flowfield data, without needing any temporal resolution or information. This is achieved by combining projection-based reduced-order modeling with spectral proper orthogonal decomposition. In this method, space-only proper orthogonal decomposition is first performed on velocity data to identify a subspace onto which the known equations of motion are projected, following standard Galerkin projection techniques. The resulting reduced-order model is then utilized to generate time-resolved trajectories of data. Spectral proper orthogonal decomposition (SPOD) is then applied to this model-generated data to obtain a prediction of the spectral content of the system, while predicted SPOD modes can be obtained by lifting back to the original velocity field domain. This method is first demonstrated on a forced, randomly generated linear system, before being applied to study and reconstruct the spectral content of two-dimensional flow over two collinear flat plates perpendicular to an oncoming flow. At the range of Reynolds numbers considered, this configuration features an unsteady wake characterized by the formation and interaction of vortical structures in the wake. Depending on the Reynolds number, the wake can be periodic or feature broadband behavior, making it an insightful test case to assess the performance of the proposed method. In particular, we show that this method can accurately recover the spectral content of periodic, quasi-periodic, and broadband flows without utilizing any temporal information in the original data. To emphasize that temporal resolution is not required, we show that the predictive accuracy of the proposed method is robust to using temporally-subsampled data.

我们提出了一种对空间分辨流场数据进行光谱(时间)分析的技术,而无需任何时间分辨率或信息。这是通过将基于投影的降阶建模与频谱正交分解相结合来实现的。在这种方法中,首先对速度数据进行空间正交分解,以确定一个子空间,然后按照标准的 Galerkin 投影技术,将已知的运动方程投影到该子空间上。然后利用由此产生的降阶模型生成时间分辨的数据轨迹。然后将光谱正交分解(SPOD)应用于该模型生成的数据,以获得系统光谱内容的预测结果,而预测的 SPOD 模式可通过回升到原始速度场域来获得。该方法首先在一个强制随机生成的线性系统上进行了演示,然后应用于研究和重建垂直于迎面气流的两块碰撞平板上的二维流动的频谱内容。在所考虑的雷诺数范围内,这种构造以不稳定尾流为特征,尾流中涡旋结构的形成和相互作用是其特点。根据雷诺数的不同,尾流可以是周期性的,也可以是宽带行为,因此是评估所提方法性能的一个很有价值的测试案例。特别是,我们证明这种方法可以准确恢复周期流、准周期流和宽带流的频谱内容,而无需利用原始数据中的任何时间信息。为了强调时间分辨率不是必需的,我们证明了所提方法的预测准确性在使用时间采样数据时是稳健的。
{"title":"Galerkin spectral estimation of vortex-dominated wake flows","authors":"Katherine J. Asztalos,&nbsp;Abdulrahman Almashjary,&nbsp;Scott T. M. Dawson","doi":"10.1007/s00162-023-00670-1","DOIUrl":"10.1007/s00162-023-00670-1","url":null,"abstract":"<p>We propose a technique for performing spectral (in time) analysis of spatially-resolved flowfield data, without needing any temporal resolution or information. This is achieved by combining projection-based reduced-order modeling with spectral proper orthogonal decomposition. In this method, space-only proper orthogonal decomposition is first performed on velocity data to identify a subspace onto which the known equations of motion are projected, following standard Galerkin projection techniques. The resulting reduced-order model is then utilized to generate time-resolved trajectories of data. Spectral proper orthogonal decomposition (SPOD) is then applied to this model-generated data to obtain a prediction of the spectral content of the system, while predicted SPOD modes can be obtained by lifting back to the original velocity field domain. This method is first demonstrated on a forced, randomly generated linear system, before being applied to study and reconstruct the spectral content of two-dimensional flow over two collinear flat plates perpendicular to an oncoming flow. At the range of Reynolds numbers considered, this configuration features an unsteady wake characterized by the formation and interaction of vortical structures in the wake. Depending on the Reynolds number, the wake can be periodic or feature broadband behavior, making it an insightful test case to assess the performance of the proposed method. In particular, we show that this method can accurately recover the spectral content of periodic, quasi-periodic, and broadband flows without utilizing any temporal information in the original data. To emphasize that temporal resolution is not required, we show that the predictive accuracy of the proposed method is robust to using temporally-subsampled data.</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"38 6","pages":"801 - 823"},"PeriodicalIF":2.2,"publicationDate":"2023-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44195277","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
Shock stand-off distances over sharp wedges for thermally non-equilibrium dissociating nitrogen flows 热非平衡解离氮流的尖锐楔形激波隔离距离
IF 3.4 3区 工程技术 Q2 MECHANICS Pub Date : 2023-07-29 DOI: 10.1007/s00162-023-00669-8
U. Yildiz, D. Vatansever, B. Celik

In this study, shock stand-off distances for thermally and chemically non-equilibrium flows of nitrogen over wedges are computationally investigated via a hypersonic computational fluid dynamics solver, hyperReactingFoam by spanning a parameter space that consists of ranges of Mach number, 4–10, specific heat ratio, 1.40–1.61 and wedge angles, 60(^circ )–90(^circ ). Then, the space is reduced into the parameters of inverse density ratio across the shock and dimensionless wedge angle which will be used as variables for quadratic functions that represent shock stand-off distances. Besides the functions of shock stand-off distances, detached shock profiles of computationally modeled flows are represented by parabolic equations. The flows are observed to be chemically frozen for Mach number ranges of 4–5 regardless of the specific heat ratio value of the nitrogen mixture. Our results show that the shock stand-off distance decreases as Mach number is increased from 4 to 7, if the wedge angle and free-stream specific heat ratio are kept the same. On the other hand, if Mach number is increased beyond 7, the shock stand-off distance starts to extend due to the dissociation of nitrogen molecules behind the shock wave. At Mach 10, nitrogen completely dissociates over 90(^circ ) wedge for all specific heat ratios considered in the present study. Increased leading edge angle of the wedge or specific heat ratio of free-stream yields longer shock stand-off distance.

在这项研究中,通过高超声速计算流体动力学求解器hyperReactingFoam,通过跨越由马赫数,4-10,比热比,1.40-1.61和楔形角,60 (^circ ) -90 (^circ )组成的参数空间,计算研究了氮气在楔形上的热和化学非平衡流动的激波隔离距离。然后,将空间简化为跨激波的逆密度比和无因次楔角的参数,这些参数将用作表示激波隔离距离的二次函数的变量。除了激波隔离距离的函数外,计算模拟流动的分离激波剖面用抛物方程表示。在马赫数为4-5的范围内,无论氮气混合物的比热比值如何,都观察到流动是化学冻结的。结果表明,在保持楔形角和自由流比热比不变的情况下,激波分离距离随马赫数从4增加到7而减小。另一方面,当马赫数增加到7以上时,由于激波后氮分子的解离,激波隔离距离开始延长。在马赫数为10时,对于本研究中所考虑的所有比热比,氮气在90 (^circ )楔以上完全解离。增加楔形的前缘角或自由流的比热比,可以延长激波隔离距离。
{"title":"Shock stand-off distances over sharp wedges for thermally non-equilibrium dissociating nitrogen flows","authors":"U. Yildiz,&nbsp;D. Vatansever,&nbsp;B. Celik","doi":"10.1007/s00162-023-00669-8","DOIUrl":"10.1007/s00162-023-00669-8","url":null,"abstract":"<p>In this study, shock stand-off distances for thermally and chemically non-equilibrium flows of nitrogen over wedges are computationally investigated via a hypersonic computational fluid dynamics solver, <i>hyperReactingFoam</i> by spanning a parameter space that consists of ranges of Mach number, 4–10, specific heat ratio, 1.40–1.61 and wedge angles, 60<span>(^circ )</span>–90<span>(^circ )</span>. Then, the space is reduced into the parameters of inverse density ratio across the shock and dimensionless wedge angle which will be used as variables for quadratic functions that represent shock stand-off distances. Besides the functions of shock stand-off distances, detached shock profiles of computationally modeled flows are represented by parabolic equations. The flows are observed to be chemically frozen for Mach number ranges of 4–5 regardless of the specific heat ratio value of the nitrogen mixture. Our results show that the shock stand-off distance decreases as Mach number is increased from 4 to 7, if the wedge angle and free-stream specific heat ratio are kept the same. On the other hand, if Mach number is increased beyond 7, the shock stand-off distance starts to extend due to the dissociation of nitrogen molecules behind the shock wave. At Mach 10, nitrogen completely dissociates over 90<span>(^circ )</span> wedge for all specific heat ratios considered in the present study. Increased leading edge angle of the wedge or specific heat ratio of free-stream yields longer shock stand-off distance.</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"37 6","pages":"799 - 821"},"PeriodicalIF":3.4,"publicationDate":"2023-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44093250","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
Linear stability analysis of compressible pipe flow 可压缩管道流动的线性稳定性分析
IF 3.4 3区 工程技术 Q2 MECHANICS Pub Date : 2023-07-24 DOI: 10.1007/s00162-023-00672-z
Mandeep Deka, Gaurav Tomar, Viswanathan Kumaran

The linear stability of a compressible flow in a pipe is examined using a modal analysis. A steady fully developed flow of a calorifically perfect gas, driven by a constant body acceleration, in a pipe of circular cross section is perturbed by small-amplitude normal modes and the temporal stability of the system is studied. In contrast to the incompressible pipe flow that is linearly stable for all modal perturbations, the compressible flow is unstable at finite Mach numbers due to modes that do not have a counterpart in the incompressible limit. We obtain these higher modes for a pipe flow through numerical solution of the stability equations. The higher modes are distinguished into an “odd” and an “even” family based on the variation of their wave-speeds with wave-number. The classical theorems of stability are extended to cylindrical coordinates and are used to obtain the critical Mach numbers below which the higher modes are always stable. The critical Reynolds number is calculated as a function of Mach number for the even family of modes, which are the least stable at finite Mach numbers. The numerical solution of the stability equations in the high Reynolds number limit demonstrates that viscosity is essential for destabilizing the even family of modes. An asymptotic analysis is carried out at high Reynolds numbers to obtain the scalings, and solutions for the eigenvalues in the high Reynolds number limit for the lower and upper branches of the stability curve.

用模态分析方法研究了管道中可压缩流的线性稳定性。研究了在恒加速度作用下,热理想气体在圆截面管道中完全发展的小振幅正态模态扰动,并研究了系统的时间稳定性。不可压缩管道流动在所有模态扰动下都是线性稳定的,与之相反,可压缩流动在有限马赫数下是不稳定的,因为在不可压缩极限下没有对应的模态。通过对稳定性方程的数值求解,得到了管流的高阶模态。根据其波速随波数的变化,将高阶振型分为“奇”型和“偶”型。将经典的稳定性定理推广到柱面坐标系中,并用于求出高阶模态总是稳定的临界马赫数。对于有限马赫数下最不稳定的偶族模,计算临界雷诺数作为马赫数的函数。高雷诺数极限下稳定性方程的数值解表明,黏度对偶模族的失稳至关重要。在高雷诺数下进行渐近分析,得到了稳定性曲线上下分支在高雷诺数极限下的标度和特征值的解。
{"title":"Linear stability analysis of compressible pipe flow","authors":"Mandeep Deka,&nbsp;Gaurav Tomar,&nbsp;Viswanathan Kumaran","doi":"10.1007/s00162-023-00672-z","DOIUrl":"10.1007/s00162-023-00672-z","url":null,"abstract":"<p>The linear stability of a compressible flow in a pipe is examined using a modal analysis. A steady fully developed flow of a calorifically perfect gas, driven by a constant body acceleration, in a pipe of circular cross section is perturbed by small-amplitude normal modes and the temporal stability of the system is studied. In contrast to the incompressible pipe flow that is linearly stable for all modal perturbations, the compressible flow is unstable at finite Mach numbers due to modes that do not have a counterpart in the incompressible limit. We obtain these higher modes for a pipe flow through numerical solution of the stability equations. The higher modes are distinguished into an “odd” and an “even” family based on the variation of their wave-speeds with wave-number. The classical theorems of stability are extended to cylindrical coordinates and are used to obtain the critical Mach numbers below which the higher modes are always stable. The critical Reynolds number is calculated as a function of Mach number for the even family of modes, which are the least stable at finite Mach numbers. The numerical solution of the stability equations in the high Reynolds number limit demonstrates that viscosity is essential for destabilizing the even family of modes. An asymptotic analysis is carried out at high Reynolds numbers to obtain the scalings, and solutions for the eigenvalues in the high Reynolds number limit for the lower and upper branches of the stability curve.</p>","PeriodicalId":795,"journal":{"name":"Theoretical and Computational Fluid Dynamics","volume":"37 5","pages":"589 - 625"},"PeriodicalIF":3.4,"publicationDate":"2023-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42754893","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
Theoretical and Computational Fluid Dynamics
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:604180095
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