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Microparticle tracking velocimetry as a tool for microfluidic flow measurements

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Abstract

The accurate measurement of flows in microfluidic channels is important for commercial and research applications. We compare the accuracy of flow measurement techniques over a wide range flows. Flow measurements made using holographic microparticle tracking velocimetry (µPTV) and a gravimetric flow standard over the range of 0.5–100 nL/s agree within 0.25%, well within the uncertainty of the two flow systems. Two commercial thermal flow sensors were used as the intermediaries (transfer standards) between the two flow measurement systems. The gravimetric flow standard was used to calibrate the thermal flow sensors by measuring the rate of change of the mass of liquid in a beaker on a micro-balance as it fills. The holographic µPTV flow measurements were made in a rectangular channel and the flow was seeded with 1 µm diameter polystyrene spheres. The volumetric flow was calculated using the Hagen–Pouiseille solution for a rectangular channel. The uncertainty of both flow measurement systems is given. For the gravimetric standard, relative uncertainty increased for decreasing flows due to surface tension forces between the pipette carrying the flow and the free surface of the liquid in the beaker. The uncertainty of the holographic µPTV measurements did not vary significantly over the measured flow range, and thus comparatively are especially useful at low flow velocities.

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Notes

  1. Certain commercial materials and equipment are identified in this paper in order to adequately specify the experimental procedure. In no case does such identification imply recommendation or endorsement by the National Institute of Standards and Technology, nor does it imply that these are necessarily the best available for the purpose.

References

  • Adrian RJ, Westerweel J (2011) Particle Image Velocimetry. Cambridge Aerospace Series, 30th edn. Cambridge University Press, Cambridge

    Google Scholar 

  • Barnkob R, Kähler CJ, Rossi M (2015) General defocusing particle tracking. Lab Chip 15:3556–3560

    Article  Google Scholar 

  • Bown M, MacInnes J, Allen R, Zimmerman W (2006) Three-dimensional, three-component velocity measurements using stereoscopic micro-PIV and PTV. Meas Sci Technol 17:2175

    Article  Google Scholar 

  • Cheong FC, Dreyfus BSR, Amato-Grill J, Xiao K, Dixon L, Grier DG (2009) Flow visualization and flow cytometry with holographic video microscopy. Opt Express 17:13071–13079

    Article  Google Scholar 

  • Cheong FC, Krishnatreya BJ, Grier DG (2010) Strategies for three-dimensional particle tracking with holographic video microscopy. Opt Express 18:13563–13573

    Article  Google Scholar 

  • Cierpka C, Kahler CJ (2012) Particle imaging techniques for volumetric three-component (3D3C) velocity measurements in microfluidics. J Visual (Japan) 15:1–31

    Article  Google Scholar 

  • Fung J, Martin KE, Perry RW, Kaz DM, McGorty R, Manoharan VN (2011) Measuring translational, rotational, and vibrational dynamics in colloids with digital holographic microscopy. Opt Express 19:8051–8065

    Article  Google Scholar 

  • Gong Y, Liu Q-F, Zhang C-L, Wu Y, Rao Y-J, Peng G-D (2015) Microfluidic flow rate detection with a large dynamic range by optical manipulation Photonics Technology Letters. IEEE 27:2508–2511

    Google Scholar 

  • Han W, Wang H (2012) Measurements of water flow rates for T-shaped microchannels based on the quasi-three-dimensional velocities. Meas Sci Technol 23:055301

    Article  Google Scholar 

  • Huang P, Guasto JS, Breuer KS (2006) Direct measurement of slip velocities using three-dimensional total internal reflection velocimetry. J Fluid Mech 566:447–464

    Article  MATH  Google Scholar 

  • Joseph P, Tabeling P (2005) Direct measurement of the apparent slip length. Phys Rev E 71:035303

    Article  Google Scholar 

  • Kim S, Lee SJ (2009) Measurement of Dean flow in a curved micro-tube using micro digital holographic particle tracking velocimetry. Exp Fluid 46:255–264

    Article  Google Scholar 

  • Kim H, Grosse S, Elsinga GE, Westerweel J (2011) Full 3D-3C velocity measurement inside a liquid immersion droplet. Exp Fluid 51:395–405

    Article  Google Scholar 

  • Kim H, Westerweel J, Elsinga GE (2013) Comparison of Tomo-PIV and 3D-PTV for microfluidic flows. Meas Sci Technol 24:024007

    Article  Google Scholar 

  • Lauga E, Brenner M, Stone H (2007) Microfluidics: the no-slip boundary condition. In: Springer handbook of experimental fluid mechanics. Springer, Berlin, Heidelberg, pp 1219–1240

  • Lindken R, Westerweel J, Wieneke B (2006) Stereoscopic micro particle image velocimetry. Exp Fluid 41:161–171

    Article  Google Scholar 

  • Lindken R, Rossi M, Große S, Westerweel J (2009) Micro-particle image velocimetry (µPIV): recent developments, applications, and guidelines. Lab Chip 9:2551–2567

    Article  Google Scholar 

  • Memmolo P, Miccio L, Paturzo M, Di Caprio G, Coppola G, Netti PA, Ferraro P (2015) Recent advances in holographic 3D particle tracking. Adv Opt Photonics 7:713–755

    Article  Google Scholar 

  • Ouellette NT, Xu H, Bodenschatz E (2006) A quantitative study of three-dimensional Lagrangian particle tracking algorithms. Exp Fluid 40:301–313

    Article  Google Scholar 

  • Santiago JG, Wereley ST, Meinhart CD, Beebe D, Adrian RJ (1998) A particle image velocimetry system for microfluidics. Exp in Fluid 25:316–319

    Article  Google Scholar 

  • Satake S, Kunugi T, Sato K, Ito T, Taniguchi J (2005) Three-dimensional flow tracking in a micro channel with high time resolution using micro digital-holographic particle-tracking velocimetry. Opt Rev 12:442–444

    Article  Google Scholar 

  • Satake S, Kunugi T, Sato K, Ito T, Kanamori H, Taniguchi J (2006) Measurements of 3D flow in a micro-pipe via micro digital holographic particle tracking velocimetry. Meas Sci Technol 17:1647–1651

    Article  Google Scholar 

  • Scarano F (2013) Tomographic PIV: principles and practice measurement. Sci Technol 24:012001

    Google Scholar 

  • Schmidt JW, Wright JD (2015) Micro-flow calibration facility at NIST. In: Proceedings of the 9th International symposium on fluid flow measurement, Arlington, 14–17

  • Snoeyink C, Wereley S (2013) A novel 3D3C particle tracking method suitable for microfluidic flow measurements. Exp Fluids 54:1–10

    Article  Google Scholar 

  • Speidel M, Jonáš A, Florin E-L (2003) Three-dimensional tracking of fluorescent nanoparticles with subnanometer precision by use of off-focus imaging. Opt Lett 28:69–71

    Article  Google Scholar 

  • Staben M, Davis R (2005) Particle transport in Poiseuille flow in narrow channels. Int J Multiph Flow 31:529–547

    Article  MATH  Google Scholar 

  • Staben ME, Zinchenko AZ, Davis RH (2003) Motion of a particle between two parallel plane walls in low-Reynolds-number Poiseuille flow. Phys Fluids 15:1711–1733

    Article  MATH  Google Scholar 

  • Stone HA (2007) Introduction to fluid dynamics for microfluidic flows. In: CMOS Biotechnology. Springer, LLC, New York, pp 5–30

  • Wang H, Wang Y (2009) Measurement of water flow rate in microchannels based on the microfluidic particle image velocimetry. Measurement 42:119–126

    Article  Google Scholar 

  • Wereley ST, Meinhart CD (2010) Recent advances in micro-particle image velocimetry. Annu Rev Fluid Mech 42:557–576

    Article  Google Scholar 

  • Wu M, Roberts JW, Buckley M (2005) Three-dimensional fluorescent particle tracking at micron-scale using a single camera. Exp Fluids 38:461–465

    Article  Google Scholar 

Download references

Acknowledgements

The National Institute of Standards and Technology on a Chip funding is gratefully acknowledged. We thank Gregory Cooksey for a careful reading of the manuscript.

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Correspondence to Paul Salipante.

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Salipante, P., Hudson, S.D., Schmidt, J.W. et al. Microparticle tracking velocimetry as a tool for microfluidic flow measurements. Exp Fluids 58, 85 (2017). https://doi.org/10.1007/s00348-017-2362-6

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  • DOI: https://doi.org/10.1007/s00348-017-2362-6

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