A correction method for measuring turbulence kinetic energy dissipation rate by PIV

The accuracy of turbulent kinetic energy (TKE) dissipation rate measured by PIV is studied. The critical issue for PIV-based dissipation measurements is the strong dependency on the spatial resolution, Δx, as reported by Saarenrinne and Piirto (Exp Fluids Suppl:S300–S307, 2000). When the PIV spacing is larger than the Kolmogorov scale, η, the dissipation is underestimated because the small scale fluctuations are filtered. For the case of Δx smaller than the Kolmogorov scale, the error rapidly increases due to noise. We introduce a correction method to eliminate the dominant error for the small Δx case. The correction method is validated by using a novel PIV benchmark, random Oseen vortices synthetic image test (ROST), in which quasi-turbulence is generated by randomly superposing multiple Oseen vortices. The error of the measured dissipation can be more than 1,000% of the analytical dissipation for the small Δx case, while the dissipation rate is underestimated for the large Δx case. Though the correction method does not correct the underestimate due to the low resolution, the dissipation was accurately obtained within a few percent of the true value by using the correction method for the optimal resolution of η/10 < Δx < η/2.

[1]  J. Bendat,et al.  Random Data: Analysis and Measurement Procedures , 1971 .

[2]  J. Bendat,et al.  Random Data: Analysis and Measurement Procedures , 1987 .

[3]  R. Antonia,et al.  On the normalized turbulent energy dissipation rate , 2005 .

[4]  Joseph Katz,et al.  Five techniques for increasing the speed and accuracy of PIV interrogation , 2001 .

[5]  Joseph Katz,et al.  Elimination of peak-locking error in PIV analysis using the correlation mapping method , 2005 .

[6]  K. Sreenivasan On the scaling of the turbulent energy dissipation rate , 1984 .

[7]  Steven T. Wereley,et al.  A correlation-based continuous window-shift technique to reduce the peak-locking effect in digital PIV image evaluation , 2002 .

[8]  B. Pearson,et al.  Measurements of the turbulent energy dissipation rate , 2002 .

[9]  J. Wyngaard,et al.  Spatial resolution of the vorticity meter and other hot-wire arrays , 1969 .

[10]  Mitsuo Yokokawa,et al.  Energy dissipation rate and energy spectrum in high resolution direct numerical simulations of turbulence in a periodic box , 2003 .

[11]  Pentti Saarenrinne,et al.  Experiences of turbulence measurement with PIV , 2001 .

[12]  J. Westerweel Fundamentals of digital particle image velocimetry , 1997 .

[13]  R. Antonia,et al.  Corrections for velocity and temperature derivatives in turbulent flows , 1993 .

[14]  Katepalli R. Sreenivasan,et al.  An update on the energy dissipation rate in isotropic turbulence , 1998 .

[15]  Xiaofeng Liu,et al.  Measurement of the turbulent kinetic energy budget of a planar wake flow in pressure gradients , 2004 .

[16]  John L. Lumley,et al.  Some comments on turbulence , 1992 .

[17]  Pentti Saarenrinne,et al.  Turbulent kinetic energy dissipation rate estimation from PIV velocity vector fields , 2000 .

[18]  R. Antonia,et al.  On the measurement of lateral velocity derivatives in turbulent flows , 1993 .

[19]  C. Willert,et al.  Digital particle image velocimetry , 1991 .

[20]  J. Ferziger Numerical methods for engineering application , 1981 .

[21]  H. E. Fiedler,et al.  Limitation and improvement of PIV , 1993 .

[22]  N. Haugen,et al.  Delayed correlation between turbulent energy injection and dissipation. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[23]  D. Hart,et al.  PIV error correction , 2000 .

[24]  Ronald J. Adrian,et al.  Dynamic ranges of velocity and spatial resolution of particle image velocimetry , 1997 .

[25]  R. Antonia,et al.  Corrections for spatial velocity derivatives in a turbulent shear flow , 1994 .

[26]  J. Wyngaard,et al.  Measurement of small-scale turbulence structure with hot wires , 1968 .

[27]  Antonia,et al.  Effect of initial conditions on the mean energy dissipation rate and the scaling exponent , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[28]  L. Lourenço Particle Image Velocimetry , 1989 .