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Numerical Solution for a Similar Flow between Two Disks in the Presence of a Magnetic Field
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作者 Sajjad Hussain Muhammad Anwar Kamal +3 位作者 Farooq Ahmad Muhammad Ali Muhammad Shafique Sifat Hussain 《Applied Mathematics》 2013年第8期1163-1167,共5页
Numerical solutions are obtained for non-steady, incompressible fluid flow between two parallel disks which at time t are separated by a distance H(1-αt)1/2 and a magnetic field proportional to B0(1-αt) -1/2 is appl... Numerical solutions are obtained for non-steady, incompressible fluid flow between two parallel disks which at time t are separated by a distance H(1-αt)1/2 and a magnetic field proportional to B0(1-αt) -1/2 is applied perpendicular to the disks where H denotes a representative length, BO denotes a representative magnetic field and α-1 denotes a representative time. Similarity transformations are used to convert the governing partial differential equations of motion in to ordinary differential form. The resulting ordinary differential equations are solved numerically using SOR method, Richardson extrapolation and Simpson’s (1/3) Rule. Our numerical scheme is straightforward, efficient and easy to program. 展开更多
关键词 Numerical Solution similar flow NEWTONIAN Fluid Magnetic Field Reynold’s Number
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A simple method for solving unidirectional methane gas flow in coal seam based on similarity solution 被引量:2
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作者 Zhou Yan Meng Qian +2 位作者 Lin Baiquan Qin Jilong Zhou Guiping 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2018年第2期331-334,共4页
The equation used to model the unidirectional flow of methane gas in coal seams is usually formulated as a nonlinear partial differential equation, which needs to be solved numerically with a computer program.Neverthe... The equation used to model the unidirectional flow of methane gas in coal seams is usually formulated as a nonlinear partial differential equation, which needs to be solved numerically with a computer program.Nevertheless, for people without access to the computer program, the conventional numerical method may be inconvenient. Thus, the objective here is to seek some method simpler than the conventional one for solving the flow problem. A commonly used model of the unidirectional methane gas flow is considered, where the methane adsorption is described by the Langmuir isotherm and the free gas is treated as real gas. By introducing the similarity solution, a simple method for solving the flow model is proposed, which can be done on a hand calculator. It is shown by two examples that the gas pressure profile obtained by the proposed method agrees well with the direct numerical solution of the flow model. 展开更多
关键词 Coalbed METHANE Migration UNIDIRECTIONAL flow similarity solution Simplified SOLVING Numerical METHOD
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SELF-SIMILAR SOLUTIONS TO THE HYPERBOLIC MEAN CURVATURE FLOW 被引量:2
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作者 何春蕾 黄守军 邢晓敏 《Acta Mathematica Scientia》 SCIE CSCD 2017年第3期657-667,共11页
This article concerns the self-similar solutions to the hyperbolic mean curvature flow (HMCF) for plane curves, which is proposed by Kong, Liu, and Wang and relates to an earlier proposal for general flows by LeFloc... This article concerns the self-similar solutions to the hyperbolic mean curvature flow (HMCF) for plane curves, which is proposed by Kong, Liu, and Wang and relates to an earlier proposal for general flows by LeFloch and Smoczyk. We prove that all curves immersed in the plane which move in a self-similar manner under the HMCF are straight lines and circles. Moreover, it is found that a circle can either expand to a larger one and then converge to a point, or shrink directly and converge to a point, where the curvature approaches to infinity. 展开更多
关键词 Hyperbolic mean curvature flow self-similar solutions CURVATURE
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Railway Passenger Flow Forecasting by Integrating Passenger Flow Relationship and Spatiotemporal Similarity
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作者 Song Yu Aiping Luo Xiang Wang 《Intelligent Automation & Soft Computing》 SCIE 2023年第8期1877-1893,共17页
Railway passenger flow forecasting can help to develop sensible railway schedules,make full use of railway resources,and meet the travel demand of passengers.The structure of passenger flow in railway networks and the... Railway passenger flow forecasting can help to develop sensible railway schedules,make full use of railway resources,and meet the travel demand of passengers.The structure of passenger flow in railway networks and the spatiotemporal relationship of passenger flow among stations are two distinctive features of railway passenger flow.Most of the previous studies used only a single feature for prediction and lacked correlations,resulting in suboptimal performance.To address the above-mentioned problem,we proposed the railway passenger flow prediction model called Flow-Similarity Attention Graph Convolutional Network(F-SAGCN).First,we constructed the passenger flow relations graph(RG)based on the Origin-Destination(OD).Second,the Passenger Flow Fluctuation Similarity(PFFS)algorithm is used to measure the similarity of passenger flow between stations,which helps construct the spatiotemporal similarity graph(SG).Then,we determine the weights of the mutual influence of different stations at different times through an attention mechanism and extract spatiotemporal features through graph convolution on the RG and SG.Finally,we fused the spatiotemporal features and the original temporal features of stations for prediction.The comparison experiments on a railway bureau’s accurate railway passenger flow data show that the proposed F-SAGCN method improved the prediction accuracy and reduced the mean absolute percentage error(MAPE)of 46 stations to 7.93%. 展开更多
关键词 Railway passenger flow forecast graph convolution neural network passenger flow relationship passenger flow similarity
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Series Solution of Non-Similarity Boundary-Layer Flow in Porous Medium
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作者 Nabeela Kousar Rashid Mahmood 《Applied Mathematics》 2013年第8期127-136,共10页
This paper aims to present complete series solution of non-similarity boundary-layer flow of an incompressible viscous fluid over a porous wedge. The corresponding nonlinear partial differential equations are solved a... This paper aims to present complete series solution of non-similarity boundary-layer flow of an incompressible viscous fluid over a porous wedge. The corresponding nonlinear partial differential equations are solved analytically by means of the homotopy analysis method (HAM). An auxiliary parameter is introduced to ensure the convergence of solution series. As a result, series solutions valid for all physical parameters in the whole domain are given. Then, the effects of physical parameters γ and Prandtl number Pr on the local Nusselt number and momentum thickness are investigated. To the best of our knowledge, it is the first time that the series solutions of this kind of non-similarity boundary-layer flows are reported. 展开更多
关键词 Non-similarity Boundary-Layer flow POROUS WEDGE Series Solution HOMOTOPY Analysis Method
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Similarity Solutions of Unsteady Convective Boundary Layer Flow along Isothermal Vertical Plate with Porous Medium
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作者 Md. Yeakub Ali Mohammed Nasir Uddin +1 位作者 Md. Jasim Uddin N. M. Ridwan Zahed 《Open Journal of Fluid Dynamics》 2015年第4期391-406,共16页
Similarity solution of unsteady convective boundary layer flow along isothermal vertical plate with porous medium is analyzed. The plate surface is reactive with the fluid and generates inert specie which diffuses ins... Similarity solution of unsteady convective boundary layer flow along isothermal vertical plate with porous medium is analyzed. The plate surface is reactive with the fluid and generates inert specie which diffuses inside the boundary. The flux of the specie at the plate is proportional to specie concentration at the plate. The governing equations of continuity, momentum, energy and specie diffusion are transformed into ordinary differential equation by using the similarity transformation and solved numerically by using free parameter method along with shooting technique. The dimensionless velocity, temperature and concentration profiles are obtained and presented through figures for different parameters entering into the problem. The local Skin-friction co-efficient, Nusselt number and Sherwood number at the plate for physical interest are also discussed through tables. 展开更多
关键词 similarITY Solution UNSTEADY flow Porous Medium CONVECTIVE Boundary Layer flow Vertical Plate
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Flows’ Similarities between Tornadoes or Cyclones Kinematics and Motions Resulting from Weather Phenomena Coupling Geostrophic Wind with Passive Convection
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作者 César Mbane Biouele 《Atmospheric and Climate Sciences》 2016年第3期394-401,共8页
Tornadoes and cyclones, as is stated in numerous literary and audiovisual works dedicated to these out of balance physical systems, are two powerful and spectacular atmospheric phenomena whose vertical and horizontal ... Tornadoes and cyclones, as is stated in numerous literary and audiovisual works dedicated to these out of balance physical systems, are two powerful and spectacular atmospheric phenomena whose vertical and horizontal profiles of winds and temperatures are not yet well known. Indeed, data and routine observations accumulated in the World Meteorological Organization (WMO) databases, regardless of their diversity and perfection of the instruments used to achieve these data (e.g. satellites, onboard cameras, wind profilers, ultra modern calculators, etc.), offer mind-blowing performances on the extent of damage caused by these disturbances, but information provided by these ground and space based observations will never allow access to real profiles of winds associated with tornadoes and cyclones both at the ground’s surface and aloft. The works recently carried out by C. Mbane Biouele allow us to discover that winds associated with tornadoes and hurricanes result from vectors addition of troposphere’s horizontal geostrophic winds and vertical movements associated with passive convection. Unfortunately, geostrophic wind and passive convection are two familiar meteorological phenomena described with much awkwardness and monumental mistakes by all scientific books written by authors who have remained loyal to Hadley principle which states (for centuries) that hot air is lighter than cold air. It is very important to know that C. Mbane Biouele’s very recent publications demonstrate that Hadley principle is not valid in the troposphere’s regions occupied by Ferrell cells. Indeed, it is urgent for the development of meteorology to highlight with great insistence to everyone that there is a Physics principle diametrically opposed to popular Hadley one which provides thermodynamic reasons of the formation of Ferrell cells. This Principle will be named Mbane Biouele Principe and be clearly stated in this paper. 展开更多
关键词 flows’ similarities Tornadoes’ or Cyclones’ Kinematics Georges Hadley and Mbane Biouele Principles Troposphere’s Passive Convection flows and Geostrophic Winds
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A self-similar solution of a curved shock wave and its time-dependent force variation for a starting flat plate airfoil in supersonic flow 被引量:1
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作者 Zijun CHEN Jing LIN +1 位作者 Chenyuan BAI Ziniu WU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第2期205-213,共9页
The problem of aeroelasticity and maneuvering of command surface and gust wing interaction involves a starting flow period which can be seen as the flow of an airfoil attaining suddenly an angle of attack. In the line... The problem of aeroelasticity and maneuvering of command surface and gust wing interaction involves a starting flow period which can be seen as the flow of an airfoil attaining suddenly an angle of attack. In the linear or nonlinear case, compressive Mach or shock waves are generated on the windward side and expansive Mach or rarefaction waves are generated on the leeward side.On each side, these waves are composed of an oblique steady state wave, a vertically-moving onedimensional unsteady wave, and a secondary wave resulting from the interaction between the steady and unsteady ones. An analytical solution in the secondary wave has been obtained by Heaslet and Lomax in the linear case, and this linear solution has been borrowed to give an approximate solution by Bai and Wu for the nonlinear case. The structure of the secondary shock wave and the appearance of various force stages are two issues not yet considered in previous studies and has been studied in the present paper. A self-similar solution is obtained for the secondary shock wave,and the reason to have an initial force plateau as observed numerically is identified. Moreover, six theoretical characteristic time scales for pressure load variation are determined which explain the slope changes of the time-dependent force curve. 展开更多
关键词 FORCE Self-similar Solution Shock-shoek interaction Shock waves Unsteady flow
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Formal Similarity of Solutions in the Laplace Space on the Class of Fluid Flow Differential Equation 被引量:9
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作者 贾闽惠 李顺初 《Journal of Electronic Science and Technology of China》 2005年第2期172-174,共3页
In this paper, the fluid flow differential equation based on the homogenous reservoirs model is first reviewed. Then a theorem about the formal similarity of solutions in the Laplace space with outer boundary conditio... In this paper, the fluid flow differential equation based on the homogenous reservoirs model is first reviewed. Then a theorem about the formal similarity of solutions in the Laplace space with outer boundary conditions and inner boundary condition is presented and proved. Lastly, a corollary of our theorem is given particularly on inner boundary. The obtained results are very helpful for understanding inherent laws of relevant engineering science and designing practical analysis software. 展开更多
关键词 fluid flow differential equation boundary condition formal similarity Laplace space
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Similarity solutions to viscous flow and heat transfer of nanofluid over nonlinearly stretching sheet 被引量:1
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作者 M. A. A. HAMAD M. FERDOWS 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2012年第7期923-930,共8页
The boundary-layer flow and heat transfer in a viscous fluid containing metallic nanoparticles over a nonlinear stretching sheet are analyzed. The stretching velocity is assumed to vary as a power function of the dist... The boundary-layer flow and heat transfer in a viscous fluid containing metallic nanoparticles over a nonlinear stretching sheet are analyzed. The stretching velocity is assumed to vary as a power function of the distance from the origin. The governing partial differential equation and auxiliary conditions are reduced to coupled nonlinear ordinary differential equations with the appropriate corresponding auxiliary conditions. The resulting nonlinear ordinary differential equations (ODEs) are solved numerically. The effects of various relevant parameters, namely, the Eckert number Ec, the solid volume fraction of the nanoparticles ~, and the nonlinear stretching parameter n are discussed. The comparison with published results is also presented. Different types of nanoparticles are studied. It is shown that the behavior of the fluid flow changes with the change of the nanoparticles type. 展开更多
关键词 NANOFLUID nonlinearly stretching sheet similarity solution nonlinearordinary equation partial differential equation viscous flow
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Similarity Solutions of Unsteady Mixed Convective Boundary Layer Flow of Viscous Incompressible Fluid along Isothermal Horizontal Plate
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作者 Mohammed Nasir Uddin Md. Yeakub Ali +1 位作者 N. M. Ridwan Zahed Md. Jashim Uddin 《Open Journal of Fluid Dynamics》 2016年第4期279-302,共24页
Unsteady mixed convective boundary layer flow of viscous incompressible fluid along isothermal horizontal plate is analyzed through Similarity Solutions. The governing partial differential equations are transformed in... Unsteady mixed convective boundary layer flow of viscous incompressible fluid along isothermal horizontal plate is analyzed through Similarity Solutions. The governing partial differential equations are transformed into ordinary differential equations using the similarity transformation and solved numerically along with shooting technique. The flow field for the fluid velocity, temperature and concentration at the plate surface are significantly influenced by the governing parameters such as unsteadiness parameter, permeability parameter, Prandtl number, Schmidt number and the other driving parameters. The results show that both fluid velocity and temperature decrease but no significant effect on concentration for the increasing values of Prandtl number. It is also exposed that velocity and concentration is higher at lower Schmidt number for low Prandtl fluid. Finally, the dependency of the Skin-friction co-efficient, Nusselt number and Sherwood number, which are of physical interest, are also illustrated in tabular form for the governing parameters. 展开更多
关键词 similarity Solution Unsteady flow Mixed Convection Boundary Layer flow Horizontal Plate Incompressible Fluid
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高海拔施工隧道增压通风系统相似试验研究
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作者 王继红 商家旭 +4 位作者 罗占夫 王树刚 吴元金 蒋爽 刘祺君 《隧道建设(中英文)》 北大核心 2025年第5期916-923,共8页
为解决高海拔施工隧道掘进工作面存在的低压缺氧问题,保障施工人员的健康安全,借鉴矿井增阻调节方法,提出一种高海拔施工隧道新型增压通风系统,提高工作区压力,使其满足舒适性海拔的供氧标准;推导相似准则数和相似比例,并依据雷诺数和... 为解决高海拔施工隧道掘进工作面存在的低压缺氧问题,保障施工人员的健康安全,借鉴矿井增阻调节方法,提出一种高海拔施工隧道新型增压通风系统,提高工作区压力,使其满足舒适性海拔的供氧标准;推导相似准则数和相似比例,并依据雷诺数和欧拉数相似原理搭建施工隧道相似试验台;以相似试验方法验证增压通风系统的可行性,探究3 000~3 600 m海拔对风窗流通面积比的影响,将两者进行非线性拟合得到经验公式,同时探究风量变化对增压通风系统的影响。研究结果表明:1)当风窗流通面积比为15.3%、风机频率为46.3 Hz时,增压通风系统能够使海拔3 500 m的隧道工作区氧分压提升至海拔2 500 m的氧分压水平。2)海拔3 000 m和3 600 m隧道对应风窗流通面积比分别为17.2%和15.1%;海拔越高,风窗流通面积比越小;当海拔增加至一定范围时,风窗流通面积比基本不再变化。3)海拔越高,风量增加引起的工作区增压值越大;同一海拔下,工作区增压值随着风量增加的变化率越大。 展开更多
关键词 高海拔隧道 增压通风 相似试验 流通面积比
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Similarity Solutions for Laminar Boundary Layer Flow of Darcian Fluid over Horizontal Plate with a Convective Boundary Condition
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作者 Rama Charan Chaudhary Gopal Naraian Purohit Preeti Garg 《Applied Mathematics》 2016年第3期313-319,共7页
This paper considers the problem of hydrodynamics and thermal boundary layers of Darcy flow over horizontal surface embedded in a porous medium. The solutions of such problems for the cases of uniform surface temperat... This paper considers the problem of hydrodynamics and thermal boundary layers of Darcy flow over horizontal surface embedded in a porous medium. The solutions of such problems for the cases of uniform surface temperature and variable surface temperature have been studied and analysed in many papers. This paper, however, attempts to find similarity solutions for the Darcy flow problem with a convective boundary condition at the plate surface. It is found that the solution is possible when the heat transfer coefficient is proportional to x<sup>–2/3</sup>. The numerical solutions thus obtained are analyzed for a range of values of the parameter characterizing the hot fluid convection process. Analytical expressions are provided for local surface heat flux and total surface heat transfer rate while the flow variables are discussed graphically. 展开更多
关键词 similarity Solution Horizontal Plate Heat Transfer Rate Darcy flow Convective Boundary Condition
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论中华艺术的内流转之美 被引量:2
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作者 王才勇 《复旦学报(社会科学版)》 北大核心 2025年第1期48-58,共11页
中华艺术的美学叙事基本止于“似与不似之间”的表述,理喻上总体托付给对应审美经验,无法由作品形式直接指认。归根结底,审美效果还是由作品引发。无法由作品具体要素指认是因为作品要素以兼性或曰中间性状态出现,无以确定。同比而言,... 中华艺术的美学叙事基本止于“似与不似之间”的表述,理喻上总体托付给对应审美经验,无法由作品形式直接指认。归根结底,审美效果还是由作品引发。无法由作品具体要素指认是因为作品要素以兼性或曰中间性状态出现,无以确定。同比而言,作品引发的效果反而更为确定。效果就无法由作品中的某一或某些要素孤立来指认,而是指向全体。总体效果上,中华艺术呈现出一种特有的游移流转,非作品上一物直接流转成他物,而是感受上出现在物之间游移,而且无始无终,没有固定轨迹。随之,感物活动本身出现变化,感知注意力不再知觉具体物,而是由具体物转向感物游移本身,感物活动的意义由此诞生。如此,作品意义就在感物活动内部诞生,与感物活动同生同灭,而非思介入的结果。中华艺术通过感物自身的这种流转促成了对个体的超越,引发了对意义的感知,进而拒绝纯粹意义上的思对审美的规约。重感生,轻思理;重总体呈现,轻个殊细节成了中华艺术特有的文化蕴藉。 展开更多
关键词 中华艺术 似与不似之间 不执 游移 内流转
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应力流时空演化致冲机制的试验与数值研究
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作者 刘驰 江星宇 +5 位作者 李海涛 穆鹏宇 刘化广 袁红辉 齐庆新 王守光 《煤炭科学技术》 北大核心 2025年第9期128-140,共13页
针对深部煤矿冲击地压灾害防治需求,聚焦采动应力时空演化机制,创新引入“应力流”概念表征应力动态重分布行为。通过实验室相似模拟试验与有限元-离散元耦合(FDEM)数值模拟相结合,系统研究了煤岩破裂过程中应力流特征及其致冲机理。试... 针对深部煤矿冲击地压灾害防治需求,聚焦采动应力时空演化机制,创新引入“应力流”概念表征应力动态重分布行为。通过实验室相似模拟试验与有限元-离散元耦合(FDEM)数值模拟相结合,系统研究了煤岩破裂过程中应力流特征及其致冲机理。试验以某煤矿冲击地压煤层为原型,基于相似理论制作类煤岩相似材料,采用钢架模型模拟地应力环境,通过千斤顶分级加卸载模拟开采过程,同步布设50组应变花与14组压力盒监测应力梯度演化。结果显示,加载阶段应力梯度变化平缓,模型稳定无明显破坏;卸载阶段应力梯度呈显著突增特征,最高达270kPa/m,且与煤岩破坏呈现强相关性,验证了应力流可作为冲击前兆指标。数值模拟再现了巷道围岩应力集中、节理单元屈服及破裂扩展过程,揭示应力流通过能量积聚速率加速与“破坏-应力重分布”正反馈机制诱发冲击地压,即初始破坏引发应力梯度二次分布,形成连锁反应,符合Griffith断裂准则能量释放规律。研究表明,应力梯度变化率是冲击启动的关键判据,应力流理论通过统筹应力时间演化与空间梯度分布,建立了采动应力时空演化与冲击地压的定量关联,为冲击危险性动态评价及主动防控提供了新思路与理论支撑。 展开更多
关键词 冲击地压 应力流 FDEM 相似模拟 卸载破坏
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基于边界层理论的球头驻点热流计算方法
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作者 田润雨 龚红明 +1 位作者 常雨 孔小平 《航空学报》 北大核心 2025年第2期52-68,共17页
准确获知球头驻点热流,对于飞行器防热设计至关重要。本文基于平衡空气球头驻点层流自相似边界层假设,开展了边界层方程相关推导,采用四阶龙格-库塔法数值求解坐标变换后的常微分边界层方程组,建立正向逼近打靶法,以寻找方程最优解,从... 准确获知球头驻点热流,对于飞行器防热设计至关重要。本文基于平衡空气球头驻点层流自相似边界层假设,开展了边界层方程相关推导,采用四阶龙格-库塔法数值求解坐标变换后的常微分边界层方程组,建立正向逼近打靶法,以寻找方程最优解,从而建立了通过求解边界层方程组获得球头驻点热流的方法,将该热流简称为BLES热流,在与试验值的对比中获得了较好的对比效果;以此方法为基础,针对高度10~60 km、不同速度、不同壁面温度的182个工况,开展了Fay-Riddell平衡流条件球头驻点热流公式计算偏差分析,发现在大部分工况下,壁面温度接近边界层外缘温度时,其热流计算值偏差明显增加;变形驻点热流表达式,将其中的无量纲参数拟合为多个无量纲参数组合的形式,得到了多参数拟合的新的球头驻点热流计算公式,并在多个工况下开展了热流计算效果对比研究,获得了优于Fay-Riddell平衡流条件球头驻点热流公式的应用效果。 展开更多
关键词 边界层理论 层流自相似 球头 驻点热流 平衡流 气动热 BLES热流
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多入口转静系盘腔的流动自模化特性
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作者 白阳 罗翔 +2 位作者 徐国强 邬泽宇 于海旭 《航空动力学报》 北大核心 2025年第4期299-310,共12页
受限于实验条件与成本,航空发动机实际运行工况与常规元件级实验的工况间常存在差异,从而使得元件级实验所得到的数据的推广应用存在局限性。为解决上述问题,本文针对多入口转静系盘腔流动特征参数的自模化特性开展了系统性研究工作。... 受限于实验条件与成本,航空发动机实际运行工况与常规元件级实验的工况间常存在差异,从而使得元件级实验所得到的数据的推广应用存在局限性。为解决上述问题,本文针对多入口转静系盘腔流动特征参数的自模化特性开展了系统性研究工作。结果表明:在主流特征湍流参数为0.015~0.035,射流特征湍流参数在0.003~0.009且旋转雷诺数在2.06×10^(6)~1.03×10^(7)的工况范围内,且不考虑气流压缩性的影响时可通过特定方法明确用于表征腔内通流与旋转效应相对强弱关系的模化特征湍流参数,该参数是使得转静系盘腔流动特征呈现自模化特征的核心参数。当该参数相同时,即使对于具有复杂且非周向均匀进气条件下的多入口进气转静腔而言,腔内流动结构处于高度相似状态,多项流动特征参数在无量纲准则参数发生显著改变时仍保持一致。基于上述流动自模化状态,可初步构建起用于将低旋转雷诺数下的多项流动特征参数的实验结果外延应用至高旋转雷诺数下的推广方法,为后续相关实验的开展和实验结果的应用提供支持。 展开更多
关键词 多入口转静系 自模化 流动结构 运动相似 特性参数推广
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夏季西北太平洋副热带高压主模态年际变化特征及其季节预报模型
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作者 刘菲菲 陶丽 张俊凯 《大气科学》 北大核心 2025年第1期67-92,共26页
作为东亚夏季风环流系统的重要成员,夏季西北太平洋副热带高压(简称副高)活动对我国降水和西北太平洋上热带气旋活动有重要影响,但副高季节预测仍然具有挑战性。本文采用1979~2022年月平均海气资料和海气指数,基于信息流方法特有的因果... 作为东亚夏季风环流系统的重要成员,夏季西北太平洋副热带高压(简称副高)活动对我国降水和西北太平洋上热带气旋活动有重要影响,但副高季节预测仍然具有挑战性。本文采用1979~2022年月平均海气资料和海气指数,基于信息流方法特有的因果关系来挑选副高主模态变化的预报因子,并建立预报模型。本文首先利用经验正交函数(Empirical Orthogonal Function,EOF)分解,得到1979~2020年副高变化的前两个主模态及其对应的主成分(PCs),其分别与El Ni?o衰减和La Ni?a发展关系密切。然后利用信息流和多元逐步回归筛选1980~2015年建模期间PC1和PC2的预报因子。PC1、PC2的预报因子均为7个,PC1的预报因子主要包括了Ni?o 4指数、赤道中太平洋北部海表温度(SST)等。PC2的预报因子主要包括了热带中太平洋北部SST、大西洋多年代际振荡(AMO)指数等,表明由春季PMM(Pacific meridional mode)发展起来的夏季La Ni?a和北大西洋SST对接下来夏季EOF2模态的形成有重要影响。1980~2015年期间预报PCs和实际PCs序列的相关系数达到0.91和0.88,并用该预报模型预报2016~2020年PCs序列,相关系数分别达到0.74和0.85。1980~2022年的预报重构场与实际观测场的区域平均时间相关系数、多年平均的空间相关系数分别为0.63、0.48,均通过99%的信度检验,且预报的效果很大程度上依赖于预报上限。我们还通过PCs值进行相似年份预报,以弥补重构场异常较弱的缺陷。 展开更多
关键词 西北太平洋副热带高压 信息流 预报模型 相似年预报
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使用光谱分析实现弯管中两相流含气率的预测
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作者 车少敏 马世一 +5 位作者 刘雪婧 殷雄 周延 熊兵 李锟 李飞 《光谱学与光谱分析》 SCIE EI CAS 北大核心 2025年第1期231-238,共8页
空气被夹带进入发动机润滑油系统形成油气两相流后,会严重影响润滑系统的正常运行。因此实现发动机润滑油系统中油气两相流含气率的准确和快速测量具有十分重要的意义。基于光谱匹配方法,对发动机润滑油系统在弯管处的油气两相流含气率... 空气被夹带进入发动机润滑油系统形成油气两相流后,会严重影响润滑系统的正常运行。因此实现发动机润滑油系统中油气两相流含气率的准确和快速测量具有十分重要的意义。基于光谱匹配方法,对发动机润滑油系统在弯管处的油气两相流含气率进行了测量研究。首先使用近红外、可见光和紫外光谱仪获取油气两相流在2个流速、5个温度工况下0.10%~1.00%含气率范围(间隔0.06%)的吸光度数据并进行分析,确认油气两相流在三个波段下均有吸收,且吸收强度与含气率有关;其次提出将数据预处理结合光谱相似性测度方法并应用于弯管含气率光谱分析中,显著降低了基于原始光谱的含气率预测的最大相对误差。在近红外波段通过使用数据增强方法如中心化(center)和标准化(autoscaling)并结合光谱角余弦方法,得出新润滑油的含气率最大相对误差相对于原始光谱得到的数值从48%降低到36%。利用该方法分别在三个波段进行含气率预测,试验工况包括2个流速、5个温度,分析了两相流的温度和流速对含气率预测的影响。温度30.0℃,流速5.1 m·min^(-1)下,含气率信息在紫外波段(193.5~413.8 nm)与光谱向量的方向或形状差异的联系更为紧密,含气率预测的最大相对误差仅为6%。在近红外和可见光波段,流速或温度一定时,最大相对误差随着温度或流速的增加均有减小趋势。紫外波段下温度对含气率预测效果没有特定的影响规律,随着两相流的流速增加,含气率预测的最大相对误差有增大趋势。结果表明对于透光性较好的新润滑油,使用紫外光谱仪进行含气率数据的采集,含气率的预测选用标准化预处理结合光谱角余弦方法,得到的含气率预测最大相对误差最小。 展开更多
关键词 气液两相流 含气率 光谱分析 光谱匹配
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超/高超声速流中轨控喷流干扰相似参数研究
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作者 孙瑞斌 《航空动力学报》 北大核心 2025年第9期9-23,共15页
针对超/高超声速锥-柱-裙拦截弹轨控喷流干扰问题,通过数值求解三维Navier-Stokes方程,分析了冷/热喷干扰差异的原因,结合飞行条件与风洞实验条件开展了相似参数研究,获得了适用于轨控喷流干扰力/力矩模拟的相似参数。研究表明:冷/热喷... 针对超/高超声速锥-柱-裙拦截弹轨控喷流干扰问题,通过数值求解三维Navier-Stokes方程,分析了冷/热喷干扰差异的原因,结合飞行条件与风洞实验条件开展了相似参数研究,获得了适用于轨控喷流干扰力/力矩模拟的相似参数。研究表明:冷/热喷流质量/能量流量的差别、冷/热喷管几何参数的差别及燃气热喷流的化学反应影响共同造成了冷/热喷干扰的差别,且前两种因素的影响较化学反应更大;不考虑化学反应影响,模拟总压比、动量比、总焓比的空气喷流获得的力干扰因子、轨控偏移量在Ma=3~8、H=20 km与Ma=7、H=20~40 km条件均与燃气喷流符合良好;地面风洞实验条件使用模拟总压比、动量比、总焓比的空气或氦气喷流模拟飞行条件热喷,获得的力干扰因子与轨控偏移量模拟误差均较以往冷喷模拟明显减小。 展开更多
关键词 超/高超声速流 轨控喷流 相似参数 热喷效应 气动干扰
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