Research advances of tomographic particle image velocimetry

LI Xiaohui; WANG Hongwei; HUANG Zhan; ZHAO Junbo

doi:10.11729/syltlx20190160

Volume 35 Issue 1

Feb. 2021

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LI Xiaohui, WANG Hongwei, HUANG Zhan, et al. Research advances of tomographic particle image velocimetry[J]. Journal of Experiments in Fluid Mechanics, 2021, 35(1): 86-96. doi: 10.11729/syltlx20190160

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Research advances of tomographic particle image velocimetry

doi: 10.11729/syltlx20190160

China Academy of Aerospace Aerodynamics, Beijing 100074, China

Received Date: 2019-11-28
Rev Recd Date: 2020-03-08
Publish Date: 2021-02-25

Abstract

Abstract

Tomographic Particle Image Velocimetry (Tomo-PIV) is an instantaneous three-dimensional velocity measurement technology which can provide detailed data support for complex flows with strong unsteady characteristics. A general review of the development and application of the technology at home and abroad is presented. The principle and characteristics of tomographic particle image velocimetry are introduced, and the current research situation is discussed, including especially the camera layout, particle density, calibration mapping function and 3D reconstruction algorithm. Then the typical application of Tomographic Particle Image Velocimetry is introduced, showing its advantages in the unsteady three-dimensional flow measurement and engineering applications. Finally, the application prospect and development trend of tomographic particle image velocimetry are discussed.
- Tomo-PIV,
- three dimensional flow,
- calibration function,
- three dimensional recon-structions,
- unsteady flow

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References(72)

References

[1]	申功炘, 张永刚, 曹晓光, 等. 数字全息粒子图像测速技术(DHPIV)研究进展[J]. 力学进展, 2007, 37(4): 563-574. doi: 10.3321/j.issn:1000-0992.2007.04.006 SHEN G X, ZHANG Y G, CAO X G, et al. Research advances in digital holography particle image velocimetry[J]. Advances in Mechanics, 2007, 37(4): 563-574. doi: 10.3321/j.issn:1000-0992.2007.04.006
[2]	庄逢甘, 黄志澄. 未来高科技战争对空气动力学创新发展的需求[C]//空气动力学前沿研究论文集. 2003.
[3]	崔尔杰. 空天技术发展与现代空气动力学[C]//近代空气动力学研讨会论文集. 2005.
[4]	DÉLERY J M. Robert Legendre and Henri Werlé: toward the elucidation of three-dimensional separation[J]. Annual Review of Fluid Mechanics, 2001, 33(1): 129-154. doi: 10.1146/annurev.fluid.33.1.129
[5]	叶友达, 卢笙, 张涵信. 高超声速远程机动飞行器气动特性研究[C]//近代空气动力学研讨会论文集. 2005.
[6]	TRIANTAFYLLON M S. Hydrodynamics of fishlike swimming[J]. Annual Review of Fluid Mechanics, 2000, 32(1): 33~53. doi: 10.1146/annurev.fluid.32.1.33
[7]	孙茂. 微型飞行器的仿生流体力学[C]//空气动力学前沿研究论文集. 2003.
[8]	DIMOTAKIS P E. Turbulent mixing[J]. Annual Review of Fluid Mechanics, 2005, 37(1): 329-356. doi: 10.1146/annurev.fluid.36.050802.122015
[9]	DUSSAGE J P. Compressible turbulence and energetic scale: What is known from experiments in supersonic flow[J]. Flow Turbulence and Combusion, 2001, 66: 373~391. doi: 10.1023/A:1013585413220
[10]	袁湘江, 张涵信. 激波分离等复杂流动现象对扰动波传播的影响[C]//近代空气动力学研讨会论文集. 2005.
[11]	STONE H A, STROOCK A D, AJDARI A. Engineering flows in small devices[J]. Annual Review of Fluid Mechanics, 2004, 36(1): 381-411. doi: 10.1146/annurev.fluid.36.050802.122124
[12]	HO C M, TAI Y C. Micro-electro-mechanical-systems (mems) and fluid flows[J]. Annual Review of Fluid Mechanics, 1998, 30(1): 579-612. doi: 10.1146/annurev.fluid.30.1.579
[13]	PEREIRA F, GHARIB M. Defocusing digital particle image velocimetry and the three dimensional characterization of 2-phase flows[J]. Measurement Science and Technology, 2002, 13: 683~694. doi: 10.1088/0957-0233/13/5/305
[14]	WILLERT C E, GHARIB M. Three-dimensional particle imaging with a single camera[J]. Experiments in Fluids, 1992, 12(6): 353-358. doi: 10.1007/bf00193880
[15]	WANG H L, HAN W, XU M. The measurement of water flow rates in the straight microchannel based on the scanning micro-PIV technique[C]//Proc of the 7th International Symposium on Precision Engineering Measurement and Instrumentation. 2011. doi: 10.1063/1.3651997
[16]	MENG H, HUSSAIN F. Holographic particle velocimetry: a 3D measurement technique for vortex interactions, coherent structures and turbulence[J]. Fluid Dynamics Research, 1991, 8(1-4): 33-52. doi: 10.1016/0169-5983(91)90029-i
[17]	ELSINGA G E, SCARANO F, WIENEKE B, et al. Tomographic particle image velocimetry[J]. Experiments in Fluids, 2006, 41(6): 933-947. doi: 10.1007/s00348-006-0212-z
[18]	ELSINGA G E, WIENEKE B, SCARANO F, et al. Assessment of Tomo-PIV for three-dimensional flows[C]//Proc of the 6th International Symposium on Particle Image Velocimetry. 2005.
[19]	TSAI R Y. An efficient and accurate camera calibration technique for 3D machine vision[C]//Proc of IEEE Conference on Computer Vision and Pattern Recognition. 1986
[20]	SOLOFF S M, ADRIAN R J, LIU Z C. Distortion compensation for generalized stereoscopic particle image velocimetry[J]. Measurement Science and Technology, 1997, 8(12): 1441-1454. doi: 10.1088/0957-0233/8/12/008
[21]	SCARANO F. Tomographic PIV: principles and practice[J]. Measurement Science and Technology, 2013, 24(1): 012001. doi: 10.1088/0957-0233/24/1/012001
[22]	MICHAELIS D, NOVARA M, SCARANO F, et al. Comparison of volume reconstruction techniques at different particle densities[C]//Proc of the 15th International Symposium Applications of Laser Techniques to Fluid Mechanics. 2010.
[23]	WIENEKE B. Volume self-calibration for 3D particle image velocimetry[J]. Experiments in Fluids, 2008, 45(4): 549-556. doi: 10.1007/s00348-008-0521-5
[24]	DISCETTI S, ASTARITA T. The detrimental effect of increasing the number of cameras on self-calibration for tomographic PIV[J]. Measurement Science and Technology, 2014, 25(8): 084001. doi: 10.1088/0957-0233/25/8/084001
[25]	SCHANZ D, GESEMANN S, SCHRÖDER A, et al. Non-uniform optical transfer functions in particle imaging: calibration and application to tomographic reconstruction[J]. Measurement Science and Technology, 2013, 24(2): 024009. doi: 10.1088/0957-0233/24/2/024009
[26]	WORTH N A, NICKELS T B. Acceleration of Tomo-PIV by estimating the initial volume intensity distribution[J]. Experiments in Fluids, 2008, 45(5): 847-856. doi: 10.1007/s00348-008-0504-6
[27]	ATKINSON C H, DILLON-GIBBONS C J, HERPIN S, et al. Reconstruction techniques for tomographic PIV (tomo-PIV) of a turbulent boundary layer[C]//Proc of the 14th International Symposium on Applications of Laser Techniques to Fluid Mechanics. 2008.
[28]	ATKINSON C H, BUCHMANN N, STANISLAS M, et al. Adaptive MLOS-SMART improved accuracy tomographic PIV[C]//Proc of the 15th International Symposium on Application of Laser Techniques to Fluid Mechanics Lisbon. 2010.
[29]	NOVARA M, BATENBURG K J, SCARANO F. Motion tracking-enhanced MART for tomographic PIV[J]. Measurement Science and Technology, 2010, 21(3): 035401. doi: 10.1088/0957-0233/21/3/035401
[30]	DISCETTI S, ASTARITA T. A fast multi-resolution approach to tomographic PIV[J]. Experiments in Fluids, 2012, 52(3): 765-777. doi: 10.1007/s00348-011-1119-x
[31]	DISCETTI S, NATALE A, ASTARITA T. Spatial filtering improved tomographic PIV[J]. Experiments in Fluids, 2013, 54(4): 1505. doi: 10.1007/s00348-013-1505-7
[32]	WANG H P, GAO Q, WEI R J, et al. Intensity-enhanced MART for tomographic PIV[J]. Experiments in Fluids, 2016, 57(5): 87. doi: 10.1007/s00348-016-2176-y
[33]	ATKINSON C, SORIA J. An efficient simultaneous reconstruction technique for tomographic particle image velocimetry[J]. Experiments in Fluids, 2009, 47(4-5): 553-568. doi: 10.1007/s00348-009-0728-0
[34]	THOMAS L, TREMBLAIS B, DAVID L. Optimization of the volume reconstruction for classical Tomo-PIV algorithms (MART, BIMART and SMART): synthetic and experimental studies[J]. Measurement Science and Technology, 2014, 25(3): 035303. doi: 10.1088/0957-0233/25/3/035303
[35]	CHAMPAGNAT F, CORNIC P, CHEMINET A, et al. Tomographic PIV: particles versus blobs[J]. Measurement Science and Technology, 2014, 25(8): 084002. doi: 10.1088/0957-0233/25/8/084002
[36]	DISCETTI S, ASTARITA T. Acceleration of Tomo-PIV by multigrid reconstruction schemes[C]//Proc of the 15th International Symposium on Applications of Laser Techniques to Fluid Mechanics. 2010.
[37]	ELSINGA G E, WESTERWEEL J, SCARANO F, et al. On the velocity of ghost particles and the bias errors in Tomographic-PIV[J]. Experiments in Fluids, 2011, 50(4): 825-838. doi: 10.1007/s00348-010-0930-0
[38]	ELSINGA G E. Tomographic Particle Image Velocimetry and its application to turbulent boundary layers[D]. Melbourne: Delft University of Technology, 2008.
[39]	WORTH N A, NICKELS T B, SWAMINATHAN N. A tomographic PIV resolution study based on homogeneous isotropic turbulence DNS data[J]. Experiments in Fluids, 2010, 49(3): 637-656. doi: 10.1007/s00348-010-0840-1
[40]	高琪, 王成跃, 王洪平, 等. 基于连续性条件的体PIV后处理技术[J]. 北京航空航天大学学报, 2013, 39(5): 693-696. GAO Q, WANG C Y, WANG H P, et al. Post-processing of volumetric PIV data based on continuity condition[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, 39(5): 693-696.
[41]	HUNT J C R, WRAY A A, MOIN P. Eddies, streams, and convergence zones in turbulent flows[C]//Proc of the Studying Turbulence Using Numerical Simulation Databases. 1988.
[42]	CHONG M S, PERRY A E, CANTWELL B J. A general classification of three-dimensional flow fields[J]. Physics of Fluids A: Fluid Dynamics, 1990, 2(5): 765-777. doi: 10.1063/1.857730
[43]	ZHOU J, ADRIAN R J, BALACHANDAR S, et al. Mechanisms for generating coherent packets of hairpin vortices in channel flow[J]. Journal of Fluid Mechanics, 1999, 387: 353-396. doi: 10.1017/s002211209900467x
[44]	JEONG J, HUSSAIN F. On the identification of a vortex[J]. Journal of Fluid Mechanics, 1995, 285: 69-94. doi: 10.1017/s0022112095000462
[45]	GAO Q, WANG H P, WANG J J. A single camera volumetric particle image velocimetry and its application[J]. Science China Technological Sciences, 2012, 55(9): 2501-2510. doi: 10.1007/s11431-012-4921-7
[46]	丁俊飞, 许晟明, 施圣贤. 光场单相机三维流场测试技术[J]. 实验流体力学, 2016, 30(6): 51-58. doi: 10.11729/syltlx20160141 DING J F, XU S M, SHI S X. Light field volumetric particle image velocimetry[J]. Journal of Experiments in Fluid Mechanics, 2016, 30(6): 51-58. doi: 10.11729/syltlx20160141
[47]	SHI S X, WANG J H, DING J F, et al. Parametric study on light field volumetric particle image velocimetry[J]. Flow Measurement and Instrumentation, 2016, 49: 70-88. doi: 10.1016/j.flowmeasinst.2016.05.006
[48]	FAHRINGER T W, LYNCH K P, THUROW B S. Volumetric particle image velocimetry with a single plenoptic camera[J]. Measurement Science and Technology, 2015, 26(11): 115201. doi: 10.1088/0957-0233/26/11/115201
[49]	梅迪, 丁俊飞, 施圣贤. 基于双光场相机的高分辨率光场三维PIV技术[J]. 实验流体力学, 2019, 33(2): 57-65. doi: 10.11729/syltlx20180165 MEI D, DING J F, SHI S X. High resolution volumetric light field particle image velocimetry with dual plenoptic cameras[J]. Journal of Experiments in Fluid Mechanics, 2019, 33(2): 57-65. doi: 10.11729/syltlx20180165
[50]	SCARANO F, ELSINGA G E, BOCCI E, et al. Investigation of 3-D coherent structures in the turbulent cylinder wake using Tomo-PIV[C]//Proc of the 13th International Symposium on Application of Laser Techniques to Fluid Mechanics. 2006.
[51]	HAIN R, KÄHLER C J, MICHAELIS D. Tomographic and time resolved PIV measurements on a finite cylinder mounted on a flat plate[J]. Experiments in Fluids, 2008, 45(4): 715-724. doi: 10.1007/s00348-008-0553-x
[52]	GHAEMI S, SCARANO F. Counter-hairpin vortices in the turbulent wake of a sharp trailing edge[J]. Journal of Fluid Mechanics, 2011, 689: 317-356. doi: 10.1017/jfm.2011.431
[53]	许相辉, 蒋甲利, 牛中国, 等. 圆柱尾流场的Tomo-PIV测量[J]. 实验流体力学, 2015, 29(5): 60-64. doi: 10.11729/syltlx20150022 XU X H, JIANG J L, NIU Z G, et al. Measurements of cylinder's wake by Tomo-PIV[J]. Journal of Experiments in Fluid Mechanics, 2015, 29(5): 60-64. doi: 10.11729/syltlx20150022
[54]	高琪, 王洪平. 层析PIV技术及其合成射流测量[J]. 中国科学(技术科学), 2013, 43(7): 828-835. doi: 10.1360/092013-360 GAO Q, WANG H P.Tomographic PIV technique and the measurement of synthetic jet[J]. China Science: Technical Science, 2013, 43(7): 825-835. doi: 10.1360/092013-360
[55]	ZHU H Y, WANG C Y, WANG H P, et al. Tomographic PIV investigation on 3D wake structures for flow over a wall-mounted short cylinder[J]. Journal of Fluid Mechanics, 2017, 831: 743-778. doi: 10.1017/jfm.2017.647
[56]	ELSINGA G E, WIENEKE B, SCARANO F, et al. Tomographic 3D-PIV and applications[J]. Application Physics. 2008, 112: 103-125. doi: 10.1007/S00348-009-0629-2
[57]	王洪平, 高琪, 魏润杰, 等. 基于层析PIV的湍流边界层展向涡研究[J]. 实验流体力学, 2016, 30(2): 59-66. doi: 10.11729/syltlx20150086 WANG H P, GAO Q, WEI R J, et al. Study of spanwise vortices in turbulent boundary layer flow based on tomographic PIV[J]. Journal of Experiments in Fluid Mechanics, 2016, 30(2): 59-66. doi: 10.11729/syltlx20150086
[58]	王洪平, 高琪, 王晋军. 基于层析PIV的湍流边界层涡结构统计研究[J]. 中国科学(物理学力学天文学), 2015, 45(12): 59-72. doi: 10.1360/SSPMA2015-00480 WANG H P, GAO Q, WANG J J. The statistical study of vortex structure in turbulent boundary layer flow based on Tomographic PIV[J]. Scientia Sinica Physica, Mechanica & Astronomica, 2015, 45(12): 59-72. doi: 10.1360/SSPMA2015-00480
[59]	田海平, 杨绍琼, 李山. 壁湍流相干结构局部动力学模型的实验研究[C]//第九届全国实验流体力学学术会议论文集. 2013. TIAN H P, YANG S Q, LI S. Experimental study on the local dynamics model of wall turbulent coherent structures[C]//Proc of the 9th national conference on experimental fluid mechanics. 2013. doi: 10.1360/SSPMA2015-00480
[60]	TANG Z Q, JIANG N, SCHRÖDER A, et al. Tomographic PIV investigation of coherent structures in a turbulent boundary layer flow[J]. Acta Mechanica Sinica, 2012, 28(3): 572-582. doi: 10.1007/s10409-012-0082-y
[61]	YANG S Q, LI S, TIAN H P, et al. Tomographic PIV investigation on coherent vortex structures over shark-skin-inspired drag-reducing riblets[J]. Acta Mechanica Sinica, 2016, 32(2): 284-294. doi: 10.1007/s10409-015-0541-3
[62]	赵洲, 丁俊飞, 施圣贤. 基于单相机光场PIV的逆压湍流边界层测量[J]. 实验流体力学, 2019, 33(2): 66-71. doi: 10.11729/syltlx20180192 ZHAO Z, DING J F, SHI S X. Volumetric measurement of an adverse pressure-pressure-gradient turbulent boundary layer using single-camera light field PIV[J]. Journal of Experiments in Fluid Mechanics, 2019, 33(2): 66-71. doi: 10.11729/syltlx20180192
[63]	HUMBLE R A, ELSINGA G E, SCARANO F, et al. Three-dimensional instantaneous structure of a shock wave/turbulent boundary layer interaction[J]. Journal of Fluid Mechanics, 2009, 622: 33-62. doi: 10.1017/s0022112008005090
[64]	YE Q Q, SCHRIJER F, SCARANO F. Tomographic PIV measurement of hypersonic boundary layer transition past a micro-ramp[C]//Proc of the 47th AIAA Fluid Dynamics Conference. 2017. doi: 10.2514/6.2017-4512
[65]	李晓辉, 王宏伟, 魏连风, 等. 基于Tomo-PIV的翼型小肋减阻尾流场测量[C]//首届中国空气动力学大会论文集. 2018. LI X H, WANG H W, WEI L F, et al. The measurement of wake flow on airfoil drag reduction of riblets using Tomo-PIV[C]//Proc of the 1st aerodynamics conference of china. 2018.
[66]	STOLT A, ESTEVADEORDAL J, KRECH J, et al. A tomographic PIV and TSP study of leading-edge structures on stall behaviors of NACA0015[C]//Proc of the 55th AIAA Aerospace Sciences Meeting. 2017. doi: 10.2514/6.2017-0476
[67]	AVALLONE F, ARCELEÓN C, PRÖBSTING S, et al. Tomographic-PIV investigation of the flow over serrated trailing-edges[R]. AIAA 2016-1012, 2016. doi: 10.251416.2017-0476
[68]	FELLI M, FALCHI M, DUBBIOSO G. Experimental approaches for the diagnostics of hydroacoustic problems in naval propulsion[J]. Ocean Engineering, 2015, 106: 1-19. doi: 10.1016/j.oceaneng.2015.06.049
[69]	WEINKAUFF J, MICHAELIS D, DREIZLER A, et al. Tomographic PIV measurements in a turbulent lifted jet flame[J]. Experiments in Fluids, 2013, 54(12): 1624. doi: 10.1007/s00348-013-1624-1
[70]	PETERSON B, BAUM E, DING C P, et al. Assessment and application of tomographic PIV for the spray-induced flow in an IC engine[J]. Proceedings of the Combustion Institute, 2017, 36(3): 3467-3475. doi: 10.1016/j.proci.2016.06.114
[71]	VIOLATO D, MOORE P, SCARANO F. Lagrangian and Eulerian pressure field evaluation of rod-airfoil flow from time-resolved tomographic PIV[J]. Experiments in Fluids, 2011, 50(4): 1057-1070. doi: 10.1007/s00348-010-1011-0
[72]	VIOLATO D, SCARANO F. Three-dimensional evolution of flow structures in transitional circular and chevron jets[J]. Physics of Fluids, 2012, 24(4): 049901. doi: 10.1063/1.3665141