Approach to select optimal cross-correlation parameters for light field particle image velocimetry

The light field particle image velocimetry (LF-PIV) has shown great potential for three-dimensional (3D) flow measurement in space-constrained applications. Usually, the parameters of the cross correlation calculation in the LF-PIV are chosen based on empirical analysis or introduced from convention...

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Bibliographic Details
Published in:Physics of fluids (1994) 2022-07, Vol.34 (7)
Main Authors: Hossain, Md. Moinul, Khoo, Boo Cheong
Format: Article
Language:English
Subjects:
Comparative studies
Cross correlation
Cylinders
Empirical analysis
Flow measurement
Flow velocity
Fluid dynamics
Image reconstruction
Interrogation
Mathematical analysis
Parameters
Particle image velocimetry
Physics
Three dimensional flow
Tracer particles
Velocity distribution
Wakes
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Summary:The light field particle image velocimetry (LF-PIV) has shown great potential for three-dimensional (3D) flow measurement in space-constrained applications. Usually, the parameters of the cross correlation calculation in the LF-PIV are chosen based on empirical analysis or introduced from conventional planar PIV, which lowers the accuracy of 3D velocity field measurement. This study presents an approach to selecting optimal parameters of the cross correlation calculation and thereby offers systematic guidelines for experiments. The selection criterion of the interrogation volume size is studied based on the analysis of the valid detection probability of the correlation peak. The optimal seeding concentration and the size of tracer particles are then explored through synthetic Gaussian vortex field reconstruction. The optimized parameters are employed in a cylinder wake flow measurement in a confined channel. A comparative study is conducted between the LF-PIV and a planar PIV system. Results indicate that the LF-PIV along with the optimized parameters can measure the 3D flow velocity of the cylinder wakes accurately. It has been observed that the mean and max errors of velocity decrease by 32.6% and 18.8%, respectively, compared to the related LF-PIV techniques without consideration of optimal parameters. Therefore, it is suggested that the optimized cross correlation parameters in the LF-PIV can improve the accuracy of 3D flow measurement.
ISSN:1070-6631
1089-7666
DOI:10.1063/5.0098933