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1.
A numerical method based on radial basis function networks (RBFNs) for solving steady incompressible viscous flow problems (including Boussinesq materials) is presented in this paper. The method uses a ‘universal approximator’ based on neural network methodology to represent the solutions. The method is easy to implement and does not require any kind of ‘finite element‐type’ discretization of the domain and its boundary. Instead, two sets of random points distributed throughout the domain and on the boundary are required. The first set defines the centres of the RBFNs and the second defines the collocation points. The two sets of points can be different; however, experience shows that if the two sets are the same better results are obtained. In this work the two sets are identical and hence commonly referred to as the set of centres. Planar Poiseuille, driven cavity and natural convection flows are simulated to verify the method. The numerical solutions obtained using only relatively low densities of centres are in good agreement with analytical and benchmark solutions available in the literature. With uniformly distributed centres, the method achieves Reynolds number Re = 100 000 for the Poiseuille flow (assuming that laminar flow can be maintained) using the density of , Re = 400 for the driven cavity flow with a density of and Rayleigh number Ra = 1 000 000 for the natural convection flow with a density of . Copyright © 2001 John Wiley & Sons, Ltd. 相似文献
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A steady flow problem of a viscous, incompressible fluid through an orifice is widely applicable to many physical phenomena and has been studied previously by many researchers. A problem of such type has been solved by applying LAD method given by Roache [1]. The resulting system of linear equations is solved by Hockney's method [2]. 相似文献
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不可压缩二维流动Navier—Stokes方程的有限元解 总被引:1,自引:0,他引:1
对不可压缩流体沿二维后台阶流动的N-S方程的流函数-涡量式用有限元方法加以求解,固壁上的涡量用时间迭代法加以确定。分别计算Re=200,400,800和1000时流动区域的流函数和涡量值,并在Re=800时与有关文献的结果相比较,基本吻合。且在此基础上讨论了出口条件对计算结果的影响。本文的方法对分析流经液压阀口等流动问题具有借鉴意义。 相似文献
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In this paper, solutions with nonvanishing vorticity are established for the three dimensional stationary incompressible Euler equations on simply connected bounded three dimensional domains with smooth boundary. A class of additional boundary conditions for the vorticities are identified so that the solution is unique and stable. 相似文献
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Volker Elling 《偏微分方程通讯》2019,44(8):691-707
We prove that there are no non-zero uniformly subsonic potential flows around piecewise analytic bodies with three or more protruding corners, assuming the equation of state is a γ-law or other analytic function. This generalizes an earlier result limited to the low-Mach limit for non-degenerate polygons. For incompressible flows we show the velocity cannot be globally bounded. 相似文献
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本文数值模拟并诊断分析了2009年7月华北的一次桑拿天过程, 分析了高温高湿天气的环流特征, 温度、 湿度的水平和垂直分布特征, 位涡分布特征等. 分析发现, 此次桑拿天事件高层为反气旋性环流的高压控制, 水平分布图上, 低层相对湿度大. 垂直剖面上, 中低层为下沉气流和暖湿区, 有明显的水汽梯度和垂直温度梯度, 有倾斜的位涡分布. 既然桑拿天发生在夏季普遍高温的大环境之下, 因此靠单纯的温度或湿度来动力识别和诊断桑拿天, 有较大难度. 本文抓住华北地区桑拿天过程高温、 高湿、 高位涡的特点, 引入一个适合于桑拿天的湿热力位涡参数(MTPV, 它表示为▽ q · (▽ θ × ▽ Q), 这里q是湿度, 表示为大气或者云中水汽和所有水凝物的总和, θ 是位温, Q是位涡), 对桑拿天进行动力诊断分析, 并通过实际个例的计算分析作出简化. 个例分析发现, 此次高温高湿的桑拿天过程伴随MTPV的异常. 虽然2009年7月此次华北地区桑拿天过程有较高的温度, 较大的湿度和倾斜位涡发展, 但是单个变量的范围远大于我们要研究的华北地区桑拿天的爆发范围. 而结合这三个变量引入的MTPV及其简化形式, 无论从经向还是纬向剖面图来看, MTPV的异常大值区相对集中在北京及其周边的华北地区对流层的低层, 并维持. 因而, MTPV及其简化形式均能对此次高温高湿的桑拿天进行较好的动力识别。 相似文献
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A. A. Cherevko A. P. Chupakhin 《Journal of Applied Mechanics and Technical Physics》2009,50(2):188-198
A shallow water model on a rotating attracting sphere is proposed to describe large-scale motions of the gas in planetary
atmospheres and of the liquid in the world ocean. The equations of the model coincide with the equations of gas-dynamic of
a polytropic gas in the case of spherical gas motions on the surface of a rotating sphere. The range of applicability of the
model is discussed, and the conservation of potential vorticity along the trajectories is proved. The equations of stationary
shallow water motions are presented in the form of Bernoulli and potential vorticity integrals, which relate the liquid depth
to the stream function. The simplest stationary solutions that describe the equilibrium state differing from the spherically
symmetric state and the zonal flows along the parallels are found. It is demonstrated that the stationary equations of the
model admit the infinitely dimensional Lie group of equivalence.
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Translated from Prikladnaya Mekhanika i Tekhnicheskaya Fizika, Vol. 50, No. 2, pp. 24–36, March–April, 2009. 相似文献