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Particle tracking velocimetry

Particle tracking velocimetry (PTV) is a velocimetry method i.e. a technique to measure velocities and trajectories of moving objects. In fluid mechanics research these objects are neutrally buoyant particles that are suspended in fluid flow. As the name suggests, individual particles are tracked, so this technique is a Lagrangian approach, in contrast to particle image velocimetry (PIV), which is an Eulerian method that measures the velocity of the fluid as it passes the observation point, that is fixed in space. There are two experimental PTV methods:

  • the two-dimensional (2-D) PTV. Measurements are made in a 2-D slice, illuminated by a thin laser sheet (a thin plane); a low density of seeded particles allows for tracking each of them individually for several frames.
  • the three-dimensional particle tracking velocimetry (3-D PTV) is a distinctive experimental technique originally developed to study fully turbulent flows. It is now being used widely in various disciplines, ranging from structural mechanics research to medicine and industrial environments. It is based on a multiple camera-system in a stereoscopic arrangement, three-dimensional illumination of an observation volume, recording of the time sequence of stereoscopic images of optical targets (flow tracers illuminated particles), determining their instantaneous 3-D position in space by use of photogrammetric techniques and tracking their movement in time, thus obtaining a set of 3-D trajectories of the optical targets. Time-resolved three-dimensional particle tracking velocimetry is known as 4D-PTV.
Particle tracking velocimetry.png

Description edit

The 3-D particle tracking velocimetry (PTV) belongs to the class of whole-field velocimetry techniques used in the study of turbulent flows, allowing the determination of instantaneous velocity and vorticity distributions over two or three spatial dimensions. 3-D PTV yields a time series of instantaneous 3-component velocity vectors in the form of fluid element trajectories. At any instant, the data density can easily exceed 10 velocity vectors per cubic centimeter. The method is based on stereoscopic imaging (using 2 to 4 cameras) and synchronous recording of the motion of flow tracers, i.e. small particles suspended in the flow, illuminated by a strobed light source. The 3-D particle coordinates as a function of time are then derived by use of image and photogrammetric analysis of each stereoscopic set of frames. The 3-D particle positions are tracked in the time domain to derive the particle trajectories. The ability to follow (track) a spatially dense set of individual particles for a sufficiently long period of time, and to perform statistical analysis of their properties, permits a Lagrangian description of the turbulent flow process. This is a unique advantage of the 3-D PTV method.

A typical implementation of the 3D-PTV consists of two, three or four digital cameras, installed in an angular configuration and synchronously recording the diffracted or fluorescent light from the flow tracers seeded in the flow. The flow is illuminated by a collimated laser beam, or by another source of light that is often strobed, synchronously with the camera frame rate, to reduce the effective exposure time of the moving optical targets and "freeze" their position on each frame. There is no restriction on the light to be coherent or monochromatic; only its illuminance has to be sufficient for imaging the tracer particles in the observational volume. Particles or tracers could be fluorescent, diffractive, tracked through as many consecutive frames as possible, and on as many cameras as possible to maximize positioning accuracy. In principle, two cameras in a stereoscopic configuration are sufficient in order to determine the three coordinates of a particle in space, but in most practical situations three or four cameras are used to reach a satisfactory 3-D positioning accuracy, as well as increase the trajectory yield when studying fully turbulent flows.

3D-PTV schemes edit

Several versions of 3D-PTV schemes exist. Most of these utilize either 3 CCDs[1] or 4 CCDs.[2]

Real time image processing schemes edit

The use of white light for illuminating the observation volume, rather than laser-based illumination, substantially reduces both the cost, and the health and safety requirements.[citation needed] Initial development of the 3-D PTV method started as a joint project between the Institute of Geodesy and Photogrammetry and the Institute of Hydraulics of ETH Zurich.[citation needed] Further developments of the technique include real-time image processing using on-camera FPGA chip.[3]

See also edit

References edit

  1. ^ 3D Particle Tracking Velocimetry Method: Advances and Error Analysis July 5, 2008, at the Wayback Machine
  2. ^ 3-D Particle Tracking Velocimetry
  3. ^ Kreizer, Mark; Ratner, David; Liberzon, Alex (2010). "Real-time image processing for particle tracking velocimetry". ExFl. 48 (1): 105–110. Bibcode:2010ExFl...48..105K. doi:10.1007/s00348-009-0715-5. ISSN 0723-4864. S2CID 28252448.
  • Maas, H.-G., 1992. Digitale Photogrammetrie in der dreidimensionalen Strömungsmesstechnik, ETH Zürich Dissertation Nr. 9665
  • Malik, N., Dracos, T., Papantoniou, D., 1993. Particle Tracking in three dimensional turbulent flows - Part II: Particle tracking. Experiments in Fluids Vol. 15, pp. 279–294
  • Maas, H.-G., Grün, A., Papantoniou, D., 1993. Particle Tracking in three dimensional turbulent flows - Part I: Photogrammetric determination of particle coordinates. Experiments in Fluids Vol. 15, pp. 133–146
  • Srdic, Andjelka, 1998. Interaction of dense particles with stratified and turbulent environments. Ph.D. Dissertation, Arizona State University.
  • Lüthi, B., Tsinober, A., Kinzelbach W. (2005)- Lagrangian Measurement of Vorticity Dynamics in Turbulent Flow. Journal of Fluid Mechanics. (528), p. 87-118
  • Nicholas T. Ouellette, Haitao Xu, Eberhard Bodenschatz, A quantitative study of three-dimensional Lagrangian particle tracking algorithms, Experiments in Fluids, Volume 40, Issue 2, Feb 2006, Pages 301 - 313.

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Particle tracking velocimetry PTV is a velocimetry method i e a technique to measure velocities and trajectories of moving objects In fluid mechanics research these objects are neutrally buoyant particles that are suspended in fluid flow As the name suggests individual particles are tracked so this technique is a Lagrangian approach in contrast to particle image velocimetry PIV which is an Eulerian method that measures the velocity of the fluid as it passes the observation point that is fixed in space There are two experimental PTV methods the two dimensional 2 D PTV Measurements are made in a 2 D slice illuminated by a thin laser sheet a thin plane a low density of seeded particles allows for tracking each of them individually for several frames the three dimensional particle tracking velocimetry 3 D PTV is a distinctive experimental technique originally developed to study fully turbulent flows It is now being used widely in various disciplines ranging from structural mechanics research to medicine and industrial environments It is based on a multiple camera system in a stereoscopic arrangement three dimensional illumination of an observation volume recording of the time sequence of stereoscopic images of optical targets flow tracers illuminated particles determining their instantaneous 3 D position in space by use of photogrammetric techniques and tracking their movement in time thus obtaining a set of 3 D trajectories of the optical targets Time resolved three dimensional particle tracking velocimetry is known as 4D PTV Particle tracking velocimetry png Contents 1 Description 2 3D PTV schemes 3 Real time image processing schemes 4 See also 5 ReferencesDescription editThe 3 D particle tracking velocimetry PTV belongs to the class of whole field velocimetry techniques used in the study of turbulent flows allowing the determination of instantaneous velocity and vorticity distributions over two or three spatial dimensions 3 D PTV yields a time series of instantaneous 3 component velocity vectors in the form of fluid element trajectories At any instant the data density can easily exceed 10 velocity vectors per cubic centimeter The method is based on stereoscopic imaging using 2 to 4 cameras and synchronous recording of the motion of flow tracers i e small particles suspended in the flow illuminated by a strobed light source The 3 D particle coordinates as a function of time are then derived by use of image and photogrammetric analysis of each stereoscopic set of frames The 3 D particle positions are tracked in the time domain to derive the particle trajectories The ability to follow track a spatially dense set of individual particles for a sufficiently long period of time and to perform statistical analysis of their properties permits a Lagrangian description of the turbulent flow process This is a unique advantage of the 3 D PTV method A typical implementation of the 3D PTV consists of two three or four digital cameras installed in an angular configuration and synchronously recording the diffracted or fluorescent light from the flow tracers seeded in the flow The flow is illuminated by a collimated laser beam or by another source of light that is often strobed synchronously with the camera frame rate to reduce the effective exposure time of the moving optical targets and freeze their position on each frame There is no restriction on the light to be coherent or monochromatic only its illuminance has to be sufficient for imaging the tracer particles in the observational volume Particles or tracers could be fluorescent diffractive tracked through as many consecutive frames as possible and on as many cameras as possible to maximize positioning accuracy In principle two cameras in a stereoscopic configuration are sufficient in order to determine the three coordinates of a particle in space but in most practical situations three or four cameras are used to reach a satisfactory 3 D positioning accuracy as well as increase the trajectory yield when studying fully turbulent flows 3D PTV schemes editSeveral versions of 3D PTV schemes exist Most of these utilize either 3 CCDs 1 or 4 CCDs 2 Real time image processing schemes editThe use of white light for illuminating the observation volume rather than laser based illumination substantially reduces both the cost and the health and safety requirements citation needed Initial development of the 3 D PTV method started as a joint project between the Institute of Geodesy and Photogrammetry and the Institute of Hydraulics of ETH Zurich citation needed Further developments of the technique include real time image processing using on camera FPGA chip 3 See also editHot wire anemometry Laser Doppler velocimetry Molecular tagging velocimetryReferences edit 3D Particle Tracking Velocimetry Method Advances and Error Analysis Archived July 5 2008 at the Wayback Machine 3 D Particle Tracking Velocimetry Kreizer Mark Ratner David Liberzon Alex 2010 Real time image processing for particle tracking velocimetry ExFl 48 1 105 110 Bibcode 2010ExFl 48 105K doi 10 1007 s00348 009 0715 5 ISSN 0723 4864 S2CID 28252448 Maas H G 1992 Digitale Photogrammetrie in der dreidimensionalen Stromungsmesstechnik ETH Zurich Dissertation Nr 9665 Malik N Dracos T Papantoniou D 1993 Particle Tracking in three dimensional turbulent flows Part II Particle tracking Experiments in Fluids Vol 15 pp 279 294 Maas H G Grun A Papantoniou D 1993 Particle Tracking in three dimensional turbulent flows Part I Photogrammetric determination of particle coordinates Experiments in Fluids Vol 15 pp 133 146 Srdic Andjelka 1998 Interaction of dense particles with stratified and turbulent environments Ph D Dissertation Arizona State University Luthi B Tsinober A Kinzelbach W 2005 Lagrangian Measurement of Vorticity Dynamics in Turbulent Flow Journal of Fluid Mechanics 528 p 87 118 Nicholas T Ouellette Haitao Xu Eberhard Bodenschatz A quantitative study of three dimensional Lagrangian particle tracking algorithms Experiments in Fluids Volume 40 Issue 2 Feb 2006 Pages 301 313 Retrieved from https en wikipedia org w index php title Particle tracking velocimetry amp oldid 1189458531, wikipedia, wiki, book, books, library,

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