Abstract
This paper presents new image analysis algorithms to measure the trajectories of breaking and coalescing bubbles in microscale bubbly flows. Image analysis of high-speed movies provides information on bubble dynamics and bubble interaction including bubble coalescence and breakage events. Individual bubbles that overlap in the image are recognized with a presented breakline method. The breakline method discriminates the overlapping bubbles with lines based on the bubble perimeter curvature analysis. Coalescence and breakage events are automatically recognized, and the path lines of bubbles travelling through the field of view are analyzed. The functionality of the algorithms was examined in bubbly flow in a microchannel encompassing two pin-fins in tandem.
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Akhmetbekov YK, Alekseenko SV, Dulin VM, Markovich DM, Pervunin KS (2008) Study of bubble jet structure by means of a novel PLIF approach combined with PIV and PTV. In: Proceedings of 13th international symposium on flow visualization, Nice, France July 1–4, 2008
Berg van den EH, Meesters AG, Kenter CA, Schlager W (2002) Automated separation of touching grains in digital images of thin sections. Comput Geosci 28:179–190
Bown MR, MacInnes JM, Allen RWK, Zimmerman WBJ (2006) Three-dimensional, three-component velocity measurements using stereoscopic micro-PIV and PTV. Meas Sci Technol 17:2175–2185
Bröder D, Sommerfeld M (2007) Planar shadow image velocimetry for the analysis of the hydrodynamics in bubbly flows. Meas Sci Technol 18:2513–2528
Cheng P, Wang G, Quan X (2009) Recent work on boiling and condensation in microchannels. J Heat Transfer 131:043211. doi:10.1115/1.3072906
Fouras A, Jacono DL, Nguyen CV, Hourigan K (2009) Volumetric correlation PIV: a new technique for 3D velocity vector field measurement. Exp Fluids. doi:10.1007/s00348-009-0616-7
Friedlander SK (2000) Smoke dust and haze—fundamentals of aerosol dynamics, 2nd edn. Oxford University Press, Oxford
Fu X, Zhang P, Hu H, Huang CJ, Huang Y, Wang RZ (2009) 3D visualization of two-phase flow in the micro-tube by a simple but effective method. J Micromech Microeng 19:085005
Gui L, Merzkirch W, Shu JZ (1997) Evaluation of low image density PIV recordings with the MQD method and application to the flow in a liquid bridge. J Flow Vis Image Proc 4:333–343
Hagsäter SM, Westergaard CH, Bruus H, Kutter JP (2008) A compact viewing configuration for stereoscopic micro-PIV utilizing mm-sized mirrors. Exp Fluids 45:1015–1021
Harirchian T, Garimella SV (2009) Effects of channel dimension, heat flux, and mass flux on flow boiling regimes in microchannels. Int J Multiph Flow 35:349–362
Honkanen M (2009) Reconstruction of three-dimensional bubble surface from high-speed orthogonal imaging of dilute bubbly flow. In: Proceedings of computational methods in multiphase flow V, New Forest, UK, June 15–17, 2009, pp 469–480
Honkanen M, Saarenrinne P, Stoor T, Niinimäki J (2005) Recognition of highly overlapping ellipse-like bubble images. Meas Sci Technol 16:1760–1770
King C, Walsch E, Grimes R (2007) PIV measurements of flow within plugs in a microchannel. Microfluid Nanofluid 3:463–472
Meyer F (1994) Topographic distance and watershed lines. Signal Process 38:113–125
Ooms TA, Lindken R, Westerweel J (2009) Digital holographic microscopy applied to measurement of a flow in a T-shaped micromixer. Exp Fluids. doi:10.1007/s00348-009-0683-9
Otsu N (1979) A threshold selection method from gray-level histograms. IEEE Trans Syst Man Cybern 9:62–66
Park JS, Kihm KD (2006) Three-dimensional micro-PTV using deconvolution microscopy. Exp Fluids 40:491–499
Peterson SD, Chuang H-S, Wereley ST (2008) Three-dimensional particle tracking using micro-particle image velocimetry hardware. Meas Sci Technol 19:115406
Pla F (1996) Recognition of partial circular shapes from segmented contours. Comput Vis Image Underst 63:334–343
Rodrıguez-Rodrıguez J, Martınez-Bazan C, Montanes JL (2003) A novel particle tracking and break-up detection algorithm: application to the turbulent break-up of bubbles. Meas Sci Technol 14:1328–1340
Shen L, Song X, Iguchi M, Yamamoto F (2000) A method for recognizing particles in overlapped particle images. Pattern Recognit Lett 21:21–30
Singh SG, Jain A, Sridharan A, Duttagupta SP I, Agrawal A (2009) Flow map and measurement of void fraction and heat transfer coefficient using an image analysis technique for flow boiling of water in a silicon microchannel. J Micromech Microeng 19:075004
Stark H, Woods JW (1994) Probability, random processes, and estimation theory for engineers. Prentice-Hall Inc., NJ
Urdiales C, Bandera A, Sandoval F (2002) Non-parametric planar shape representation based on adaptive curvature functions. Pattern Recognit 35:43–53
Vega EJ, Montanero JM, Fernandez J (2009) On the precision of optical imaging to study free surface dynamics at high frame rates. Exp Fluids 47:251–261
Wereley ST, Gui L, Meinhart CD (2002) Advanced algorithms for microscale particle image velocimetry. AIAA J 40:1047–1055
Yamaguchi E, Smith BJ, Gaver DP (2009) Micro-PIV measurements of the ensemble flow fields surrounding a migrating semi-infinite bubble. Exp Fluids 47:309–320
Yoon SY, Kim KC (2006) 3D particle position and 3D velocity field measurement in a microvolume via the defocusing concept. Meas Sci Technol 17:2897–2905
Acknowledgment
The work was supported by the Office of Naval Research (Program Officer Mark Spector) and the Academy of Finland. The microfabrication was performed in part at the Cornell NanoScale Facility (a member of the National Nanotechnology Infrastructure Network) which is supported by the National Science Foundation under Grant ECS-0335765, its users, Cornell University, and industrial affiliates.
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Honkanen, M., Elcock, D., Kuo, CJ. et al. Lagrangian tracking of bubbles interacting with pin-fins in a microchannel. Exp Fluids 50, 1527–1538 (2011). https://doi.org/10.1007/s00348-010-1007-9
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DOI: https://doi.org/10.1007/s00348-010-1007-9