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基于全局位置迭代PCSS算法的光场PTV气泡跟踪测速方法
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作者 王粤 孙凯 +3 位作者 刘艳 陈龙 朱效宇 许传龙 《化工进展》 EI CAS CSCD 北大核心 2024年第2期844-854,共11页
光场粒子跟踪测速(PTV)技术能够在单视角条件下重建气液两相流中气泡的三维空间位置,实现气泡运动轨迹的跟踪,为受限空间条件下气泡参数测量提供了解决方案。然而,在气泡浓度较高以及位移量较大的条件下,光场PTV气泡匹配准确率较低,由... 光场粒子跟踪测速(PTV)技术能够在单视角条件下重建气液两相流中气泡的三维空间位置,实现气泡运动轨迹的跟踪,为受限空间条件下气泡参数测量提供了解决方案。然而,在气泡浓度较高以及位移量较大的条件下,光场PTV气泡匹配准确率较低,由此导致气泡运动速度场测量结果出现明显的错误矢量。为解决该问题,本文提出了基于全局位置迭代以及极坐标系统相似技术的气泡匹配方法(GPPI-PCSS),通过PCSS匹配方法所获得的气泡三维速度场对单帧图像内所有气泡的位置进行迭代更新,使两帧图像中的气泡位置逐渐重合,由此获得高准确度的气泡匹配结果。通过开展鼓泡床内气泡运动行为光场PTV实验研究,对GPPI-PCSS方法的准确性进行了评价。结果表明:在采样间隔0.5~7ms、空气流量0.15~0.35L/min工况范围内,GPPI-PCSS方法的气泡匹配准确率的平均值为92.65%,分别高于传统PCSS方法的81.38%和松弛方法的84.12%。此外,通过GPPI-PCSS方法所测量得到的气泡最大运动速度范围为38.34~49.87cm/s,与理论计算值一致,由此证明了所提出的GPPI-PCSS方法可以用于光场PTV技术中,在高气泡浓度、大气泡位移条件下获得准确的气泡速度测量结果。 展开更多
关键词 光场成像 粒子跟踪测速 气泡位置匹配 极坐标系统相似技术 全局位置迭代
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导叶可调式液力变矩器流场模拟与PTV验证 被引量:8
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作者 马文星 刘浩 刘春宝 《东北大学学报(自然科学版)》 EI CAS CSCD 北大核心 2016年第3期397-402,共6页
为研究导叶可调式液力变矩器的内部流动特性,以循环圆直径为320 mm导叶可调式液力变矩器作为研究对象.采用计算流体动力学(CFD)方法对其不同开度、不同工况下的内部流动状态进行数值模拟,并对相应的透明模型进行粒子跟踪测速(PTV)试验验... 为研究导叶可调式液力变矩器的内部流动特性,以循环圆直径为320 mm导叶可调式液力变矩器作为研究对象.采用计算流体动力学(CFD)方法对其不同开度、不同工况下的内部流动状态进行数值模拟,并对相应的透明模型进行粒子跟踪测速(PTV)试验验证.同一开度下,随着转速比的增加,可调导轮内部液流速度增加,液流方向与叶片进口方向的夹角增大;在制动工况时,叶片工作面有漩涡现象,而空载工况时,叶片非工作面有漩涡产生.对比试验与数值模拟内流场结果,发现后者可以比较准确地预测导叶可调式液力变矩器的内部流动特性.该结论为研究导叶可调式液力变矩器内部流动状态,预测外特性及其设计优化提供了方法和依据. 展开更多
关键词 导叶可调式液力变矩器 内流场 工况 开度 CFD ptv
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稀相颗粒二维速度场测量PTV法的研究进展 被引量:2
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作者 周云龙 宋连壮 周红娟 《化工进展》 EI CAS CSCD 北大核心 2010年第S2期17-21,共5页
综述了粒子跟踪测速算法的研究进展情况。介绍了PTV法的基本原理,描述了它的主要特点,重点综述了粒子跟踪测速算法(PTV)中粒子匹配的进展情况。并对粒子的匹配中所用的算法进行了分类,然后总结了两大类算法的特点;探讨了目前粒子跟踪算... 综述了粒子跟踪测速算法的研究进展情况。介绍了PTV法的基本原理,描述了它的主要特点,重点综述了粒子跟踪测速算法(PTV)中粒子匹配的进展情况。并对粒子的匹配中所用的算法进行了分类,然后总结了两大类算法的特点;探讨了目前粒子跟踪算法存在的问题及其今后的发展方向。未来研究趋势应该从粒子识别方法、高效的匹配算法以及伪矢量的处理算法3个方面来提高PTV法的测速精度。 展开更多
关键词 稀疏颗粒 速度场 粒子匹配 人工智能 粒子跟踪测速
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LIQUID PHASE FLOW ESTIMATION IN GAS-LIQUID TWO-PHASE FLOW USING INVERSE ANALYSIS AND PARTICLE TRACKING VELOCIMETRY 被引量:1
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作者 CHENGWen MURAlYuichi +1 位作者 SASAKIToshio YAMAMOTOFujio 《Journal of Hydrodynamics》 SCIE EI CSCD 2004年第6期730-736,共7页
An inverse analysis algorithm is proposed for estimating liquid phase flowfield from measurement data of bubble motion. This kind of technology will be applied in future forvarious estimation of fluid flow in rivers, ... An inverse analysis algorithm is proposed for estimating liquid phase flowfield from measurement data of bubble motion. This kind of technology will be applied in future forvarious estimation of fluid flow in rivers, lakes, sea surface flow, and also microscopic channelflow as the problem-handling in civil, mechanical, electronic, and chemical engineering. Therelationship between the dispersion motion and the carrier phase flow is governed and expressed bythe trans-lational motion equation of spherical dispersion. The equation consists of all the forcecomponents including inertia, added inertia, drag, lift, pressure gradient force and gravity force.Using this equation enables us to estimate the carrier phase flow structure using only the data ofthe dispersion motioa Whole field liquid flow structure is also estimated using spatial or temporalinterpolation method. In order to verify this principle, the Taylor-Green vortex flow, and theKarman vortex shedding from a square cylinder have been chosea The results show that the combinationof the inverse analysis and Particle Tracking Velocimetry (PTV) with the spatio-temporalpostprocessing algorithm could reconstruct well the carrier phase flow of the gas-liquid two-phaseflow. 展开更多
关键词 particle tracking velocimetry(ptv) multiphase flow inverse analysis post-processing algorithm carrier phase dispersed phases
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风沙颗粒运动的数字高速摄影图像的分割算法 被引量:7
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作者 梅凡民 蒋缠文 《力学学报》 EI CSCD 北大核心 2012年第1期82-87,共6页
为了深入理解多因素驱动下风沙颗粒起动的动态演化规律,需要准确地获得沙质床面附近沙粒群起跳的方式、速度和运动轨迹.以连续强激光源为照明的数字高速摄影技术是研究这类问题的有效手段,但由于风沙运动的高速摄影图像具有运动沙粒和... 为了深入理解多因素驱动下风沙颗粒起动的动态演化规律,需要准确地获得沙质床面附近沙粒群起跳的方式、速度和运动轨迹.以连续强激光源为照明的数字高速摄影技术是研究这类问题的有效手段,但由于风沙运动的高速摄影图像具有运动沙粒和静止床面的对比度小、相邻两帧图像相似性小等特点,原始图像叠加算法难以有效实现目标与背景的分割.该文提出了基于相邻的风沙运动图像灰度差值变化原理的图像分割算法.实例显示,只要选择合适的相邻图像灰度差值阈值和自适应二值化处理方法就能实现图像中运动沙粒与床面分割.当起跳沙粒浓度较低情况下,基于MATLAB平台的最小距离匹配的粒子追踪算法(PTV算法)能较为准确地恢复床面附近沙粒的运动轨迹. 展开更多
关键词 高速摄影图像 图像分割算法 风沙颗沙 运动轨迹 ptv算法
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稀疏气泡流动的粒子跟踪测速技术研究 被引量:7
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作者 许联锋 廖伟丽 +1 位作者 陈刚 李建中 《水利学报》 EI CSCD 北大核心 2005年第7期825-829,共5页
采用动态阈值技术实现了对气泡图像的正确分割,利用灰度加权方法提高了气泡颗粒的定位精度。根据稀疏气泡流动图像的特点,提出了一种新的基于相关的粒子跟踪测速算法(2HPTV)。通过进行两时刻中围绕待研究气泡所取的两个小的诊断窗口的... 采用动态阈值技术实现了对气泡图像的正确分割,利用灰度加权方法提高了气泡颗粒的定位精度。根据稀疏气泡流动图像的特点,提出了一种新的基于相关的粒子跟踪测速算法(2HPTV)。通过进行两时刻中围绕待研究气泡所取的两个小的诊断窗口的相关运算,成功实现了气泡颗粒的轨迹追踪。实验表明本文算法较传统的PIV技术在测速精度上有很大程度的提高,与4帧粒子跟踪测速算法相比,降低了对摄像机帧频的要求,具有较强的实用性。 展开更多
关键词 稀疏气泡流 图像处理 粒子跟踪测速 动态阈值技术 灰度加权法
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高速摄影技术在风沙颗粒测速中的应用研究 被引量:2
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作者 蒋缠文 王晓艳 董治宝 《干旱区地理》 CSCD 北大核心 2017年第4期746-753,共8页
通过相邻图像减法获得了清晰的沙粒运动图像。在此基础上,分别提出了通过人工目视解译与计算机追踪相结合进行跃移颗粒数字轨迹追踪的多帧图像匹配算法以及更适用于计算跃移沙粒群运动瞬时速度场的两帧图像匹配算法。结果表明:与前人研... 通过相邻图像减法获得了清晰的沙粒运动图像。在此基础上,分别提出了通过人工目视解译与计算机追踪相结合进行跃移颗粒数字轨迹追踪的多帧图像匹配算法以及更适用于计算跃移沙粒群运动瞬时速度场的两帧图像匹配算法。结果表明:与前人研究采用的单纯的人工匹配计算相比,多帧图像匹配算法在保证数据准确性的同时,极大的提高了工作效率。两帧图像匹配算法克服了传统的PTV匹配算法对流场内粒子群运动特征的要求,更加适宜于跃移沙粒群的速度测量,不仅拥有较高的匹配率,而且全过程实现全自动计算,具有较高的计算速度,能够为跃移相整体运动特性研究提供具有代表性的数据。因此,此方法有助于高速摄影技术在研究跃移沙粒运动中的优势更加明显。 展开更多
关键词 风沙跃移 运动状态参数 颗粒速度 高速摄影技术 颗粒追踪算法
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基于SOM网络的智能化粒子测速算法 被引量:1
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作者 杜海 李木国 《系统工程与电子技术》 CSCD 北大核心 2008年第3期565-567,共3页
提出了基于自组织映射(self-organized mapping,SOM)神经网络的粒子图像测速算法。该方法使用SOM神经网络对粒子测速技术中运动追踪方法进行了改进,并在匹配过程中根据兴趣区域的粒子密度对粒子追踪算法与粒子相关算法进行了选择处理。... 提出了基于自组织映射(self-organized mapping,SOM)神经网络的粒子图像测速算法。该方法使用SOM神经网络对粒子测速技术中运动追踪方法进行了改进,并在匹配过程中根据兴趣区域的粒子密度对粒子追踪算法与粒子相关算法进行了选择处理。经SOM网络改进的测速算法首先利用相关后的结果进行网络构建,然后使用追踪技术对候选匹配点进行筛选。该算法不仅消除了粒子密度与灰度分布的敏感性,而且也降低了相关时对分析窗口尺寸的敏感。最后,使用人工合成的粒子图进行了算法验证及误差分析。结果表明:所提算法在分析精度方面有很大的提高并且具有很强的鲁棒性。 展开更多
关键词 自组织映射神经网络 粒子图像测速 相关技术 追踪技术 鲁棒性
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AN IMPROVED PTV SYSTEM FOR LARGE-SCALE PHYSICAL RIVER MODEL 被引量:10
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作者 TANG Hong-wu CHEN Cheng CHEN Hong HUANG Jian-tong 《Journal of Hydrodynamics》 SCIE EI CSCD 2008年第6期669-678,共10页
To measure the surface flow in a physical river model, an improved system of Large-Scale Particle Tracking Velocimetry (LSPTV) was proposed and the elements of the PTV system were described. Usually the tracer parti... To measure the surface flow in a physical river model, an improved system of Large-Scale Particle Tracking Velocimetry (LSPTV) was proposed and the elements of the PTV system were described. Usually the tracer particles of a PTV system seeded on water surface tend to form conglomerates due to surface tension of water. In addition, they can not float on water surface when water flow is shallow. Ellipsoid particles were used to avoid the above problems. Another important issue is particle recognition. In order to eliminate the influence of noise, particles were recognized by the processing of multi-frame images. The kernel of the improved PTV system is the algorithm for particle tracking. A new 3-frame PTV algorithm was developed. The performance of this algorithm was compared with the conventional 4-frame PTV algorithm and 2-frame PTV algorithm by means of computer simulation using synthetically generated images. The results show that the new 3-frame PTV algorithm can recover more velocity vectors and have lower relative error. In addition, in order to attain the whole flow field from individual flow fields, the method of stitching individual flow fields by obvious marks was worked out. Then the improved PTV system was applied to the measurement of surface flow field in Model Yellow River and shows good performance. 展开更多
关键词 Large-Scale particle tracking velocimetry (LSptv) particlE 3-frame ptv physical fiver model
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QUADRANT ANALYSIS OF BUBBLE INDUCED VELOCITY FLUCTUATIONS IN A TRANSITIONAL BOUNDARY LAYER 被引量:6
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作者 HUANG Jian MURAI Yuichi YAMAMOTO Fujio 《Journal of Hydrodynamics》 SCIE EI CSCD 2009年第1期93-99,共7页
Our previous study showed that the frictional drag decreases with increasing void fraction at Re〉1300, while it increases at Re 〈 1000. Decomposition of the Reynolds shear stress also implied that bubbles induce iso... Our previous study showed that the frictional drag decreases with increasing void fraction at Re〉1300, while it increases at Re 〈 1000. Decomposition of the Reynolds shear stress also implied that bubbles induce isotropy of turbulence. In order to confirm our previous analysis and to further investigate flow fields in the vicinity of bubbles, we analyze velocity fluctuations on the quadrant space in the streamwise and transverse directions (u′-v′ plane). Here, we focus on two specific Reynolds numbers (at Re≈900 and ≈1410, which are close to the laminar-to-turbulent transition regime) and discuss bubble effects on sweep (u′〉 0, v′〈 0 ) and ejection (u′〈 0, v′〉 0) events as a function of the Reynolds number. We also illustrate velocity fluctuations in the vicinity of an individual bubble and a swarm of bubbles on the u′- v′ coordinates. The results show that a bubble swarm suppresses the velocity fluctuations at Re≈1410. 展开更多
关键词 bubbly channel flow particle tracking velocimetry (ptv quadrant analysis velocity fluctuation boundary layer laminar-to-turbulent transition
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EXPERIMENT STUDY ON SEDIMENT INCIPIENCE IN BACKWARD-FACING STEP FLOW 被引量:3
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作者 LIU Chun-rong Huhe Aode TAO Long-bin 《Journal of Hydrodynamics》 SCIE EI CSCD 2007年第2期173-179,共7页
Flow over a backward-facing step was studied to investigate the effect of large-scale vortex structures on sediment incipience. The transient flow velocity field at the downstream of the backward-facing step was obtai... Flow over a backward-facing step was studied to investigate the effect of large-scale vortex structures on sediment incipience. The transient flow velocity field at the downstream of the backward-facing step was obtained using the technique of Particle Tracking Velocimetry (PTV). The optical amplification technique was employed to measure the instantaneous flow velocities near the bed and the instantaneous bed shear stress was given. The experimental observations revealed a new insight into the oscillation of the large-scale structure and the three-dimensional characteristics of the flow. In particular, very high turbulence intensity, instantaneous horizontal velocity near the bed and the bed shear stress near the reattachment point were observed. The sediment incipient probability obtained from the sequent images of sediment particles near the bed indicates that the critical instantaneous shear stress of the sediment incipience is independent of flow conditions. 展开更多
关键词 backward-facing step flow coherent structure sediment incipience particle tracking velocimetry (ptv
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Investigation of the Surface Vortex in a Spillway Tunnel Intake 被引量:1
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作者 王英奎 江春波 《Tsinghua Science and Technology》 SCIE EI CAS 2010年第5期561-565,共5页
The surface vortex in a spillway tunnel intake was investigated in a physical model of the Xiluodu hydropower station.The velocity fields were measured using the particle tracking velocimetry technique.The tangential ... The surface vortex in a spillway tunnel intake was investigated in a physical model of the Xiluodu hydropower station.The velocity fields were measured using the particle tracking velocimetry technique.The tangential velocity formula of the surface flow field was derived based on the Navier-Stokes equations,and this formula greatly improved the consistency between the numerical and experimental data.Also,the formula has the advantage of describing the tangential velocity more accurately than previous formulas.The current research is based on established engineering practices,and the results provide a valuable reference for actual projects designed to prevent and eliminate surface vortexes. 展开更多
关键词 surface vortex axisymmetric flow particle tracking velocimetry(ptv) tangential velocity
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