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Particle tracking velocimetry in three-dimensional flows

Part 1. Photogrammetric determination of particle coordinates

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Abstract

Particle Tracking Velocimetry (PTV) is a well-known technique for the determination of velocity vectors within an observation volume. However, for a long time it has rarely been applied because of the intensive effort necessary to measure coordinates of a large number of flow marker particles in many images. With today's imaging hardware in combination with the methods of digital image processing and digital photogrammetry, however, new possibilities have arisen for the design of completely automatic PTV systems. A powerful 3D PTV has been developed in a cooperation of the Institute of Geodesy and Photogrammetry with the Institute of Hydromechanics and Water Resources Management at the Swiss Federal Institute of Technology. In this paper hardware components for 3D PTV systems wil be discussed, and a strict mathematical model of photogrammetric 3D coordinate determination, taking into account the different refractive indices in the optical path, will be presented. The system described is capable of determining coordinate sets of some 1000 particles in a flow field at a time resolution of 25 datasets per second and almost arbitrary sequence length completely automatically after an initialization by an operator. The strict mathematical modelling of the measurement geometry, together with a thorough calibration of the system provide for a coordinate accuracy of typically 0.06 mm in X, Y and 0.18 mm in Z (depth coordinate) in a volume of 200 × 160 × 50 mm3.

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References

  • Adamczyk, A.; 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, R., 1986: Multi-Point Optical Measurements of Simultaneous Vectors in Insteady Flow — a Review. Int. J Heat and Fluid Flow 7, 127–145

    Google Scholar 

  • Albertz, J.; Kreiling, W. 1989: Photogrammetrisches Taschenbuch. Wichmann Verlag, Karlsruhe

  • Beyer, H., 1987: Some Aspects on the Geometric Calibration of CCD-Cameras. Proceedings Intercommission Conference on Fast Processing of Photogrammetric Data, Interlaken, Schweiz, 2–4 Juni, S. 68–81

  • Brown, D., 1971: Close-Range Camera Calibration. Photogrammetric Eng. 37, No. 8

  • Chang, T.; Watson, A.; Tatterson, G. 1985a: Image Processing of Particle Motions as Applied to Mixing and Turbulence Flow-1. Chem. Eng. Sci. 40, 269–275

    Google Scholar 

  • Chiu, W.; Rib, L. 1956: The Rate of Dissipation of Energy and the Energy Spectrum in a Low Speed Turbulent Jet. Transactions of the Americal Geophysical Union, Vol. 37/1

  • El-Hakim, S. F. 1986; Real-Time Image Metrology with CCD Cameras. Photogrammetric Engineering and Remote Sensing, 52, 1757–1766

    Google Scholar 

  • Gruen, A. 1978: Accuracy, Reliability and Statistics in Close-Range Photogrammetry. International Archives of Photogrammetry, Vol. 22, Part V

  • Gruen, A.; Baltsavias, E. 1988: Geometrically Constrained Multiphoto Matching. Photogrammetric Engineering 54, 633–641

    Google Scholar 

  • Hoehle, J. 1971: Zur Theorie und Praxis der Unterwasser-Photogrammetrie. Schriften der DGK, Reihe C, Heft 163

  • Hough, P. 1962: Method and Means for Recognizing Complex Patterns. U. S. Patent 3069654

  • Jacobi, O. 1980: Photogrammetric Tracking of a Moving Particle in Running Water. International Archives of Photogrammetry, Vol. XXIII, pp. 369–374

    Google Scholar 

  • Kasagi, N.; Nishino, K. 1990: Probing Turbulence with Three-Dimensional Particle Tracking Velocimetry. Proceedings International Symposium on Engineering Turbulence — Methods and Measurements, Dubrovnik, September 24–28

  • Kearney, J. K. 1991: Trinocular Correspondence for Particles and Streaks. Dept. of Computer Science, The University of Iowa, Technical Report 91-01

  • Koch, K. R. 1980: Parameterschätzung und Hypothesentests in linearen Modellen. Dümmler Verlag, Bonn

    Google Scholar 

  • Kotowski, R. 1988: Phototriangulation in Multi-Media-Photogrammetry. International Archives of Photogrammetry and Remote Sensing, Vol. XXVII

  • Koyabashi, T.; Sata, T.; Sekimoto, K. 1989: Velocity Measurement of Three-dimensional Flow around Rotating Parallel Disks by Digital Image Processing. Flow Visualization 1989

  • Kuhl, F.; Giardina, Ch. 1982: Elliptic Fourier Features of a Closed Contour. Computer Graphics and Image Processing 18, 236–258

    Google Scholar 

  • Maas, H.-G. 1990: Digital Photogrammetry for Determination of Tracer Particle Coordinates in Turbulent Flow Research. ISPRS Com. V Symposium Zürich, 3.–7.9. 1990, published in SPIE Proceedings Series Vol. 1395, Part I

  • Maas, H.-G. 1992a: Digitale Photogrammetrie in der dreidimensionalen Strömungsmesstechnik. Ph.D. Thesis No. 9665, ETH Zurich

    Google Scholar 

  • Maas, H.-G. 1992b: Complexity analysis for the determination of image correspondences in dense spatial target fields. International Archives of Photogrammetry and Remote Sensing, Vol. XXIX

  • Maas, H.-G. 1992c: High-Speed Solid State Camera Systems for Digital Photogrammetry. International Archives of Photogrammetry and Remote Sensing, Vol. XXIX

  • Malik, N.; Dracos, T.; Papantoniou, D.; Maas, H.-G. 1993: Particle Tracking Velocimetry in Three-dimensional Turbulent Flows — Part II: Particle Tracking and Lagrangian Trajectories. Exp. Fluids, accepted for publication

  • Meid, A. 1991: Wissensgestützte digitale Bildkoordinatenmessung in aberrationsbehafteten Messbildern. Ph.D. Thesis University of Bonn

  • Nishino, K.; Kasagi, N. 1989: Turbulence Statistics in a Two-Dimensional Channel Flow Using a Three-Dimensional Particle Tracking Velocimeter. Proceedings on the Seventh Symposium on Turbulent Sheer Flows, Stanford University, August 21–23

  • Nishino, K.; Kasagi, N.; Hirata, M. 1989: Three-Dimensional Particle Tracking Velocimetry Based on Automated Digital Image Processing. Journal of Fluid Engineering, Vol. III, pp. 384–391

    Article  Google Scholar 

  • Ogniewicz, R.; Kübier, O. 1989: Lage- und Skalierungsinvariante Skelette zur Robusten Beschreibung und Erkennung binärer Formen. Mustererkennung 1989, Springer Verlag

  • Okamoto, A.; Höhle, J. 1972: Allgemeines analytisches Orientierungsverfahren in der Zwei- und Mehrmedien-Photogrammetrie und seine Erprobung. Bildmessung und Luftbildwesen 2/1972, 3/1972

  • Papantoniou, D.; Dracos, T. 1990a: Analyzing 3-D Turbulent Motions in Open Channel Flow by Use of Stereoscopy and Particle Tracking. In: Advances in Turbulence 2, Editors H.-H. Hernholz, H. E. Fiedler, Springer Verlag, Heidelberg

    Google Scholar 

  • Papantoniou, D.; Dracos, T. 1990b: Lagrangian Statistics in Open Channel Flow by 3-D Particle Tracking Velocimetry. In: Eng. Turb. Model. Expt. Elsevier

  • Papantoniou, D.; Maas, H.-G. 1990: Recent Advances in 3-D Particle Tracking Velocimetry. Proceedings 5th International Symposium on the Application of Laser Techniques in Fluid Mechanics, Lisbon, July 9–12

  • Sata, Y.; Nishino, K.; Kasagi, N. 1989: Whole Field Measurement of Turbulent Flows Using a Three-Dimensional Particle Tracking Velocimeter. 5th International Symposium on Flow Visualization, Prague, August 21–25

  • Sheu, Y.; Chang, T.; Tatterson, G. 1982: A Three-Dimensional Measurement Technique for Turbulent Flows. Chem. Eng. Commun. 17, 67–83

    Google Scholar 

  • Slama, C. 1980 (Ed.): Manual of Photogrammetry. American Society of Photogrammetry, Falls Church, Virginia

    Google Scholar 

  • Teh, Ch.; Chin, R. 1988: On Image Analysis by the Method of Moments. IEEE PAMI, Vol. 10, No. 6, pp. 496–513

    Google Scholar 

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Maas, H.G., Gruen, A. & Papantoniou, D. Particle tracking velocimetry in three-dimensional flows. Experiments in Fluids 15, 133–146 (1993). https://doi.org/10.1007/BF00190953

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