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Preferential concentration of poly-dispersed droplets in stationary isotropic turbulence

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Abstract

The preferential concentration of poly-dispersed water droplets with a range of Sauter mean diameters between 25 and 95 μm has been studied experimentally in stationary homogeneous isotropic turbulence with four different intensities, characterized by turbulent Reynolds numbers based on Taylor microscale, of Re λ  = 107, 145, 185 and 213. The image processing method of recorded scattered light intensity images from droplets is described and its ability to identify droplets is assessed in terms of image quality. The influence of image processing parameters on measured characteristics of droplet clustering is evaluated. The radial distribution function (RDF) and 2D Voronoï analysis quantified the magnitude of preferential droplet concentration and the results from both methods agreed well. RDF showed that the characteristic length scale of resulting droplet clusters varies between 20 and 30 times the Kolmogorov length scale over all the experimental conditions. It was found that the preferential concentration is more appropriately described by a Stokes number, based on various representative diameters, namely the arithmetic mean diameter, D 10, or the diameter, DN60 %, below which 60 % of the total droplet number in the spray is present, or the diameter, DV5 %, which carries 5 % of the total liquid volume in the spray. The magnitude of droplet preferential concentration was maximum when the proposed Stokes number was around unity for all experimental conditions. Little dependence of the magnitude of preferential concentration on turbulent Reynolds numbers was found, in contrast to the recent DNS findings (Tagawa et al. in J Fluid Mech 693:201–215, 2012).

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References

  • Aliseda A, Cartellier A, Hainaux F, Lasheras JC (2002) Effect of preferential concentration on the settling velocity of heavy particles in homogeneous isotropic turbulence. J Fluid Mech 468:77–105

    Article  MATH  Google Scholar 

  • Balachandar S, Eaton JK (2010) Turbulent dispersed multiphase flow. Annu Rev Fluid Mech 42:111–133

    Article  Google Scholar 

  • Batchelor GK (1953) The theory of homogeneous turbulence. Cambridge University Press, Cambridge

    MATH  Google Scholar 

  • Bateson CP, Aliseda A (2012) Wind tunnel measurements of the preferential concentration of inertial droplets in homogeneous isotropic turbulence. Exp Fluids 52:1373–1387

    Article  Google Scholar 

  • Bayvel L, Orzechowski Z (1993) Liquid atomization, 1st edn. Taylor and Francis Ltd, London

    Google Scholar 

  • Birouk M, Chauveau C, Sarh B, Quilgars A, Gokalp I (1996) Turbulence effects on the vaporization of monocomponent single droplets. Combust Sci Tech 113–114:413–428

    Article  Google Scholar 

  • Bordás R, Hagemeier T, Wunderlich B, Thévenin D (2011) Droplet collisions and interaction with the turbulent flow within a two-phase wind tunnel. Phys Fluids 23:085105

    Article  Google Scholar 

  • Charalampous G, Hardalupas Y (2010) Clustering of mono-disperse and poly-disperse particles in a “box of turbulence”. 7th ICMF 2010, Tampa, FL USA

  • Croker JC, Grier DG (1996) Methods of digital video microscopy for colloidal studies. J Colloid Interface Sci 179:298

    Article  Google Scholar 

  • Crowe CT, Gore RA, Troutt TR (1985) Particle dispersion by coherent structures in free shear flows. Part Sci Technol 3:149–155

    Article  Google Scholar 

  • Eaton JK, Fessler JR (1994) Preferential concentration of particles by turbulence. Int J Multiph Flow 20:169–209

    Article  MATH  Google Scholar 

  • Elghobashi S (1994) On predicting particle-laden turbulent flows. Appl Sci Res 52:309–329

    Article  Google Scholar 

  • Fallon T, Rogers CB (2002) Turbulence-induced preferential concentration of solid particles in microgravity conditions. Exp Fluids 33:233–241

    Article  Google Scholar 

  • Ferenc JS, Neda Z (2007) On the size distribution of poisson Voronoï cells. Phys A 385:518–526

    Article  Google Scholar 

  • Fessler JR, Kulick JD, Eaton JK (1994) Preferential concentration of heavy particles in a turbulent channel flow. Phys Fluids 6:3742–3749

    Article  Google Scholar 

  • George WK (2006) Lectures in turbulence for the 21st century. Chalmers University of Technology, Gothenburg

    Google Scholar 

  • Goepfert C, Marié JL, Chareyron D, Lance M (2009) Characterization of a system generating a homogeneous isotropic turbulence field by free synthetic jets. Exp Fluids 48:809–822

    Article  Google Scholar 

  • Hardalupas Y, Taylor AMKP, Whitelaw JH (1990) Velocity and size characteristics of swirling liquid-fuelled flames. Proc R Soc Lond A 428:129–155

    Article  Google Scholar 

  • Hardalupas Y, Taylor AMKP, Whitelaw JH (1992) Particle dispersion in a vertical round sudden expansion flow Phil. Trans R Soc Lond A 341:411–442

    Article  Google Scholar 

  • Hwang W, Eaton JK (2004) Creating homogeneous and isotropic turbulence without a mean flow. Exp Fluids 36:444–454

    Article  Google Scholar 

  • Jong J, Cao L, Woodward S, Salazar J, Collins L, Meng H (2008) Dissipation rate estimation from PIV in zero-mean isotropic turbulence. Exp Fluids 46:499–515

    Article  Google Scholar 

  • Lefebvre AH (1989) Atomisation and sprays. Taylor and Francis Ltd, London

    Google Scholar 

  • Longmire EK, Eaton JK (1992) Structure of a particle-laden round jet. J Fluid Mech 236:217–257

    Article  Google Scholar 

  • Maxey MR (1987) The gravitational settling of aerosol particles in homogeneous turbulence and random flow field. J Fluid Mech 174:441–465

    Article  MATH  Google Scholar 

  • Monchaux R, Bourgoin M, Cartellier A (2010) Preferential concentration of heavy particles: a Voronoï analysis. Phys Fluids 22:103304

    Article  Google Scholar 

  • Monchaux R, Bourgoin M, Cartellier A (2011) Analyzing preferential concentration and clustering of inertial particles in turbulence. Int J Multiph Flow 40:1–18

    Article  Google Scholar 

  • Obligado M, Missaoui M, Monchaux R, Cartellier A, Bourgoin M (2011) Reynolds number influence on preferential concentration of heavy particles in turbulent flow. J Phys Conf Ser, ETC13, Warsaw, Poland: Sept 12–15, 2011 10.1088/1742-6596/318/5/052015

  • Okamoto K, Nishio S, Saga T, Kobayashi T (2000) Standard images for particle image velocimetry. Meas Sci Technol 11:685–691

    Article  Google Scholar 

  • Qureshi NM, Bourgoin M, Baudet C, Cartellier A, Gagne Y (2007) Turbulent transport of material particles: an experimental study of finite size effects. Phys Rev Lett 99(18):184502

    Article  Google Scholar 

  • Salazar JPLC, Collins LR (2009) Two-particle dispersion in isotropic turbulent flows. Annu Rev Fluid Mech 41:405–432

    Article  MathSciNet  Google Scholar 

  • Salazar JPLC, Jong JD, Cao LJ, Woodward SH, Meng H, Collins LR (2008) Experimental and numerical investigation of inertial particle clustering in isotropic turbulence. J Fluid Mech 600:245–256

    Article  MATH  Google Scholar 

  • Saw EW, Shaw RA, Ayyalasomayajula S, Chuang PY, Gylfason A (2008) Inertial clustering of particles in high-Reynolds-number turbulence. Phys Rev Lett 100:214501

    Article  Google Scholar 

  • Shaw RA, Reade WC, Collins LR, Verlinde J (1998) Preferential concentration of cloud droplets by turbulence: effects on the early evolution of cumulus cloud droplet spectra. J Atmos Sci 55:1965–1976

    Article  Google Scholar 

  • Siebert H, Gerashchenko S, Gylfason A, Lehmann K, Collins LR, Shaw RA, Warhaft Z (2010) Towards understanding the role of turbulence on droplets in clouds: in situ and laboratory measurements. Atmos Res 97:426–437

    Article  Google Scholar 

  • Squires KD, Eaton JK (1991) Preferential concentration of particles by turbulence. Phys Fluids 3:1169

    Article  Google Scholar 

  • Sundram S, Collins LR (1997) Collision statistics in an isotropic particle-laden turbulent suspension. Part 1. Direct numerical simulations. J Fluid Mech 335:75–109

    Article  Google Scholar 

  • Sundram S, Collins LR (1999) A numerical study of the modulation of isotropic turbulence by suspended particles. J Fluid Mech 379:105–143

    Article  Google Scholar 

  • Tagawa Y, Mercado MJ, Prakash NV, Calzavarini E, Sun C, Lohse D (2012) Three-dimensional Lagrangian Voronoï analysis for clustering of particles and bubbles in turbulence. J Fluid Mech 693:201–215

    Article  MATH  Google Scholar 

  • Tate RW (1982) Some problems associated with the accurate representation of drop-size distributions. In: Proceedings of 2nd international conference on liquid atomization and spraying systems (ICLSS, Madison), 341–351

  • Teutolsky SA, Vetterling WT, Flannery BP (1992) Numerical recipes. Cambridge University Press, Cambridge

    Google Scholar 

  • Wang LP, Maxey MR (1993) Settling velocity and concentration distribution of heavy particles in homogeneous isotropic turbulence. J Fluid Mech 256:27–68

    Article  Google Scholar 

  • Wood A, Hwang W, Eaton JK (2005) Preferential concentration of particles in homogeneous and isotropic turbulence. Int J Multiph Flow 31:1220–1230

    Article  MATH  Google Scholar 

  • Zhou W, Bovik AC (2002) A Universal Image Quality Index. Signal Processing Letters, IEEE 9(3):81–84

    Article  Google Scholar 

  • Zimmer L, Domann R, Hardalupas Y, Ikeda Y (2003) Simultaneous laser induced fluorescence and Mie scattering for droplet cluster measurements. AIAA J 41:2170–2178

    Article  Google Scholar 

Download references

Acknowledgments

Financial support from Engineering and Physical Sciences Research Council (EPSRC) under Grant EP/E029515/1 is acknowledged. HL has received financial support from the China Scholarship Council (CSC). Finally, support is acknowledged from the European Union COST Action MP0806.

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Correspondence to Yannis Hardalupas.

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This article is part of the Topical Collection on Application of Laser Techniques to Fluid Mechanics 2012.

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Lian, H., Charalampous, G. & Hardalupas, Y. Preferential concentration of poly-dispersed droplets in stationary isotropic turbulence. Exp Fluids 54, 1525 (2013). https://doi.org/10.1007/s00348-013-1525-3

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  • DOI: https://doi.org/10.1007/s00348-013-1525-3

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