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Algorithms for fully automated three-dimensional particle tracking velocimetry

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Abstract

A three-dimensional Particle Tracking Velocimetry (3-D PTV) technique has been developed to provide time-resolved, three-dimensional velocity field measurements throughout a finite volume. This technique offers many advantages for fundamental research in turbulence and applied research in areas such as mixing and combustion. The data acquired in 3-D PTV is a time sequence of stereo images of flow tracer particles suspended in the fluid. In this paper, the implementation of the technique is discussed in detail, as well as the results of an extensive statistical investigation of the performance of the algorithms. The technique has been optimized to allow fully automatic processing of long sequences of image pairs in a computationally efficient manner, hereby providing a viable, practical tool for the study of complex flows.

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Abbreviations

x, y, z :

Particle position

u, v, w :

Particle velocity

References

  • Adamczyk AA; Rimai L (1988) Reconstruction of a 3-dimensional flow field from orthogonal views of seed track video images. Exp Fluids 6: 380–386

    Google Scholar 

  • Adrian RJ (1991) Particle-imaging techniques for experimental fluid mechanics. Ann Rev Fluid Mech 23: 261–304

    Google Scholar 

  • Arnold U; Rouve G; Schroder M; Stein CJ (1992) Multi-channel laser Doppler velocimetry (LDA) and digital image processing (DIP) in fluvial hydromechanics. Optics and Lasers in Engineering 16: 351–374

    Google Scholar 

  • Cenedese A; Romano GP (1991) Laser Doppler anemometry and particle image velocimetry in the analysis of turbulent flows. Computational Methods and Experimental Measurements V. Ed. Sousa A, Brebbia CA, Carlemagno GM, Elsevier London, 129–140

    Google Scholar 

  • Chang TP; Wilcox NA; Tatterson GB (1985) Image processing of tracer particle motion as applied to mixing and turbulent flow — I. The technique and II. Results and discussion. Chem Eng Sci 23: 269–285

    Google Scholar 

  • Choi W-C; Guezennec YG; Brodkey RS (1992) In situ calibration and stereo matching for 3-D particle image velocimetry. Bull Am Phys Soc 36

  • Economikos L; Shoemaker C; Russ K; Brodkey RS; Jones D (1990) Towards full field measurements of instantaneous visualizations of coherent structures in turbulent shear flows. Exp Thermal and Fluid Sci 3: 74–86

    Google Scholar 

  • Falco RE; Nocera DG (1992) Quantitative multipoint measurements and visualization of dense solid-liquid flows using laser induced photochemical anemometry (LIPA). Particulate two-phase flow. Ed. Roco M, Butterworth-Heinemann, Boston, Chap. 3

    Google Scholar 

  • Ferguson RD; Frish MR (1990) Water-compatible vorticity optical probe particles. Bull Am Phys Soc 35: 2252

    Google Scholar 

  • Frish MB; Webb WW (1981) Direct measurement of vorticity by optical probe. J Fluid Mech 107: 173–200

    Google Scholar 

  • Gonzalez RC; Woods RE (1992) Digital Image Processing. Addison-Wesley Publishing Co.

  • Guezennec YG; Kiritsis N (1990) Statistical investigation of errors in particle image velocimetry. Exp Fluids 10: 138–146

    Google Scholar 

  • Hassan YA; Blanchat TK; Seeley CH Jr; Canaan RE (1992) Simultaneous velocity measurements of both components of a two-phase flow using particle image velocimetry. Int J Multiphase Flow 18: 371–395

    Google Scholar 

  • Kasagi N; Nishino K (1991) Probing turbulence with three-dimensional particle-tracking velocimetry. Exp Thermal and Fluid Sci 4: 601–612

    Google Scholar 

  • Kent JC; Mikulec A; Rimai L; Adamczyk AA; Mueller SR; Stein RA; Warren CC (1989) Observations on the effects of intake-generated swirl and tumble on combustion duration. SAE Paper 892096

  • Kent JC; Trigui N; Choi W-C; Guezennec YG; Brodkey RS (1993) Photogrammetric calibration for improved three-dimensional particle tracking velocimetry (3-D PTV). SPIE Proceedings 2005: 400–412

    Google Scholar 

  • Kobayashi Y; Saga T; Sekimoto K (1989) Velocity measurement of three-dimensional flow around rotating parallel disks by digital image processing. ASME Pub. FED-85: 29–36

    Google Scholar 

  • Papantoniou D; Maas H-G (1990) Recent advances in 3-D particle tracking velocimetry. Proc 5th Int Symp on Appl of Laser Techs in Fluid Mechs Lisbon.

  • Praturi AK; Brodkey RS (1978) A stereoscopic visual study of coherent structures in turbulent shear flow. J Fluid Mech 89: 251–273

    Google Scholar 

  • Racca RG; Dewey JM (1988) A method for automatic particle tracking in a three-dimensional flow field. Exp Fluids 6: 25–32

    Google Scholar 

  • Ramer ER; Shaffer FD (1992) Automated analysis of multi-phase particle image velocimetry data. App Opt 31: 779–784

    Google Scholar 

  • Utami T; Blackwelder RE; Ueno T (1991) A cross-correlation technique for velocity field extraction from particle visualization. Exp Fluids 10: 213–223

    Google Scholar 

  • Vukoslavcevic P; Wallace JM; Balint J-L (1991) The velocity and vorticity vector fields of a turbulent boundary layer. Part 1. Simultaneous measurement by hot-wire anemometry. Part 2. Statistical properties. J Fluid Mech 228: 25–86

    Google Scholar 

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This work was supported by a grant from Ford Motor Company, Powertrain Research Department. Their support is gratefully acknowledged.

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Guezennec, Y.G., Brodkey, R.S., Trigui, N. et al. Algorithms for fully automated three-dimensional particle tracking velocimetry. Experiments in Fluids 17, 209–219 (1994). https://doi.org/10.1007/BF00203039

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  • DOI: https://doi.org/10.1007/BF00203039

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