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粒子图像测速技术在拖曳水池中的应用 总被引:1,自引:0,他引:1
粒子图像测速技术(PIV)在大型拖曳水池中的应用面临着很多困难,诸如:水下激光片光照明、粒子图像捕捉、船舶流动的复杂程度、测量面积较大、粒子示踪,水下支架振动等。文章介绍了近十年来国内外PIV技术在拖曳水池中的应用和发展,对岸基式PIV和随车式PIV的优缺点做了比较与分析。还介绍了几个典型应用,即6:1椭球周围的速度及涡量分布的测量;不同尾附体连接形式的水下回转体伴流场测量;水面船首波流动结构的研究。文章还介绍了Iowa大学对拖曳水池PIV测量不确定度的评估研究。分析表明,国际水池PIV技术已经相当成熟并具备广阔的应用前景。 相似文献
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粒子图像测速(PIV)技术是一种定量的非接触式全局速度场测量技术。在船舶与海洋工程领域,PIV实验中拍摄的粒子图像常出现结构物遮挡或自由液面等干扰现象,需要对其进行掩模后计算液相区域速度场。因此,实现PIV图像中干扰区域自动掩模及液相区域速度场高精度计算具有重要的意义。本文基于光流卷积神经网络LiteFlowNet,设计了一种可实现自动掩模及速度场计算的深度学习模型Mask-PIV-LiteFlowNet,并使用基于物体入水PIV实验图像掩模数据集和PIV速度场计算数据集制作的数据集对其进行训练和测试。测试结果表明,该模型能够有效减少临近掩模边界区域的速度场计算错误并能够精细地提取流场小尺度流动信息,相比于当前先进的PIV深度学习模型PIV-LiteFlowNet-en,本文提出的模型在对带结构物的合成粒子图像进行流场计算时精度获得了至少14.5%的提升,计算速度上获得了5.7%的提升。最后,使用楔形体入水PIV图像对提出的模型进行了测试,验证了模型的泛化能力。 相似文献
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The main purpose of this investigation was to demonstrate a useful application of the particle image velocimetry (PIV) method to analyze the complex flow characteristics around a ship. For a sample illustration, the KRISO 3600TEU container ship model was chosen. The flow structure in the stern and near-wake region of the model has been investigated experimentally in a circulating water channel. Instantaneous velocity fields measured by the PIV velocity field measurement technique have been ensemble-averaged to give details of flow structures such as the spatial distributions of the local mean velocity, vorticity, and turbulent kinetic energy. The free-stream velocity was fixed at U
o = 0.6m/s, and the corresponding Reynolds number based on the length between perpendiculars was about 9.0 × 105. The container ship model shows a complicated three-dimensional flow structure in the stern and near-wake regions. The PIV results clearly revealed the formation of large-scale bilge vortices in the stern region and their effect on the flow in the near-wake. The results shown here provide valuable information for hull form design and the validation of viscous ship flow codes and of turbulence models. 相似文献
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叶轮进口上游的预旋流动是影响流体机械水力及空化性能的重要因素,主要采用粒子成像测速(PIV)技术对半开式径向叶轮上游的预旋流动进行试验研究。通过对比不同转速和流量工况下的PIV试验结果,发现在叶轮上游吸入管内均存在与叶轮旋转方向一致的预旋流动,且偏离设计工况越远、距离叶轮越近、其预旋速度相应也越大。同时,叶轮旋转的影响还可通过流道向上游传播,继而在吸入管内诱导产生涡量场。因此,有必要基于RANS方程组及RNG k-ε湍流模型进行叶轮全流道三维湍流流场的数值模拟。结合试验和数值模拟的结果,可发现吸入管内部预旋流动主要为沿旋转方向的周向流动,而沿半径方向的径向流动很小,且径向速度在数值上要比周向速度小一个量级。 相似文献
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Theoretically calculation and laboratory experiments were performed to investigate the horizontal force exerted by internal solitary wave (ISW) on small circular cylindrical structures. Improvement in calculation of drag force and inertia force by introducing two-drag-coefficient method and spatial derivative of velocity into the calculation of force by eigenfunction was made based on systematically study on theoretical foundations. Particle image velocimetry (PIV) method and high precision force sensor were used to measure the velocity and force exerted by ISW, respectively. ISW waveform was traced by analyzing image frames follow grayscale threshold method. For the first time, components of horizontal force were calculated from PIV data, which show good agreement with theoretical one. Moreover, series comparisons between experimental data and calculational results were carried out to examine the proposed method. The results show ideal accuracy of the method and significant improvement comparing to the traditional method. 相似文献
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The relationship between the gas transfer velocity and turbulent lengthscales is investigated experimentally in a grid-stirred turbulent flow. The horizontal velocity field at the water surface is measured using particle image velocimetry (PIV). The gas transfer velocity for oxygen is obtained through reaeration experiments. In addition, the gas transfer process by surface-renewal eddies is visualized using laser-induced fluorescence (LIF) technique, in which carbon dioxide is used as the tracer gas. The definition of the Taylor microscale holds that the root-mean-square (RMS) of the surface divergence is expressed by the square root of the turbulent kinetic energy divided by the Taylor microscale. Experimentally obtained data support this scaling. They show the gas transfer velocity to be proportional to the square root of the RMS of the surface divergence. These experimental results imply that the Taylor microscale is an important parameter for gas transfer velocity at the air–water interface. These relations indicate that a nondimensional gas transfer velocity is proportional to the − 1/4 power of a turbulent-macroscale Reynolds number, which is similar to a small-eddy model, assuming that turbulent eddies with the Kolmogorov scale control the gas transfer process. However, this Reynolds number dependence does not necessarily mean the superiority of turbulent eddies with the Kolmogorov scale in the gas transfer. The LIF visualizations in horizontal and vertical planes close to the air–water interface indicate that the horizontal CO2-concentration field has a fine spatial pattern, which resembles that of the surface divergence field, and that surface-renewal motions observed in the vertical plane have a larger lengthscale than the Kolmogorov scale. We infer from both PIV and LIF results that the Taylor microscale is an important lengthscale for air–water gas transfer. 相似文献
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本文介绍一种PIV与BEM相结合的流场研究方法,PIV(Particle Image Velocimetry)是一种现代流场测试技术,BEM(Boundary Element Method)是一种流行的CFD方法,所谓PIV和BEM相结合的方法,是利用流域内PIV测量的结果和BEM法的反过程估计出边界上洲际流场相关量的值,进而估计出流域内其它点的速度值,这种方法可以很好地修正PIV的测量结果,减小它们的误差,同时还可以对测量失效区域的流场进行估计,增加流场信息,在文中它被应用到楔形体入水的PIV测量后处理中,取得了很好的效果。 相似文献
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Bu Geun Paik Choung Mook Lee Sang Joon Lee 《Journal of Marine Science and Technology》2005,10(3):123-130
In order to investigate the effects of a free surface on the wake behind a rotating propeller, experiments were carried out in a circulating water channel for two cases: one with an open free surface and one with a closed free surface covered by a rigid plate. Four hundred instantaneous velocity fields were measured using a two-frame particle image velocimetry (PIV) technique at four different blade phases. These were ensemble-averaged to investigate the time-averaged flow structure in the near-wake region. For a surface ship, the flow behind the propeller is influenced by the hull wake and the free surface. The phase-averaged mean velocity fields show the potential wake and the viscous wake formed by the boundary layers developed on the blade surfaces. The interaction between the bilge vortices and the incoming flow along the ship’s hull deforms the wake structure. Tip vortices are generated periodically, and the slipstream contraction occurs in the near-wake region. The free surface was found to affect the axial velocity component and vortex structure behind the propeller. As the flow goes downstream, the tip and trailing vortices dissipate due to turbulent diffusion and active mixing with adjacent vortices. 相似文献
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