- Open Access
Kolmogorov Scaling in Bubble-Induced Turbulence
Phys. Rev. Lett. 134, 244001 – Published 20 June, 2025
DOI: https://doi.org/10.1103/v9mh-7pw1
Abstract
Experiments using 3D Lagrangian tracking are used to investigate Kolmogorov scaling below the bubble size in bubble-induced turbulence (BIT). Second- and third-order structure functions reveal approximate Kolmogorov scaling for homogeneous bubble swarms. A new scaling for the kinetic energy dissipation rate is derived and shown to be in excellent agreement with the data. Using this we predict the scale separation below the bubble size as a function of the parameters and find that a large inertial range is not possible in BIT since bubbles of the required size would quickly break down.
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References (50)
- G. B. Deane and M. D. Stokes, Scale dependence of bubble creation mechanisms in breaking waves, Nature (London) 418, 839 (2002).
- S. Balachandar and J. K. Eaton, Turbulent dispersed multiphase flow, Annu. Rev. Fluid Mech. 42, 111 (2010).
- D. Lohse, Bubble puzzles: From fundamentals to applications, Phys. Rev. Fluids 3, 110504 (2018).
- V. Mathai, D. Lohse, and C. Sun, Bubbly and buoyant particle–laden turbulent flows, Annu. Rev. Condens. Matter Phys. 11, 529 (2020).
- M. Schlüter, S. Herres-Pawlis, U. Nieken, U. Tuttlies, and D. Bothe, Small-scale phenomena in reactive bubbly flows: Experiments, numerical modeling, and applications, Annu. Rev. Chem. Biomol. Eng. 12, 625 (2021).
- L. Brandt and F. Coletti, Particle-laden turbulence: Progress and perspectives, Annu. Rev. Fluid Mech. 54, 159 (2022).
- L. Deike, Mass transfer at the ocean–atmosphere interface: The role of wave breaking, droplets, and bubbles, Annu. Rev. Fluid Mech. 54, 191 (2022).
- O. Atasi, M. Ravisankar, D. Legendre, and R. Zenit, The presence of surfactants controls the stability of bubble chains in carbonated drinks, Phys. Rev. Fluids 8, 053601 (2023).
- Y. Liao and T. Ma, Study on bubble-induced turbulence in pipes and containers with Reynolds-stress models, Exp. Comput. Multiphase Flow 4, 121 (2022).
- T. Ma, H. Hessenkemper, D. Lucas, and A. D. Bragg, Fate of bubble clusters rising in a quiescent liquid, J. Fluid Mech. 973, A15 (2023).
- M. Lance and J. Bataille, Turbulence in the liquid phase of a uniform bubbly air-water flow, J. Fluid Mech. 222, 95 (1991).
- G. Riboux, F. Risso, and D. Legendre, Experimental characterization of the agitation generated by bubbles rising at high Reynolds number, J. Fluid Mech. 643, 509 (2010).
- V. N. Prakash, J. M. Mercado, L. Van Wijngaarden, E. Mancilla, Y. Tagawa, D. Lohse, and C. Sun, Energy spectra in turbulent bubbly flows, J. Fluid Mech. 791, 174 (2016).
- M. Ravisankar and R. Zenit, Elastic pseudoturbulence in polymer solutions, arXiv:2503.02785.
- B. Bunner and G. Tryggvason, Dynamics of homogeneous bubbly flows part 2. Velocity fluctuations, J. Fluid Mech. 466, 53 (2002).
- I. Roghair, J. M. Mercado, M. Van Sint Annaland, H. Kuipers, C. Sun, and D. Lohse, Energy spectra and bubble velocity distributions in pseudo-turbulence: Numerical simulations vs. experiments, Int. J. Multiphase Flow 37, 1093 (2011).
- T. Ma, B. Ott, J. Fröhlich, and A. D. Bragg, Scale-dependent anisotropy, energy transfer and intermittency in bubble-laden turbulent flows, J. Fluid Mech. 927, A16 (2021).
- A. Innocenti, A. Jaccod, S. Popinet, and S. Chibbaro, Direct numerical simulation of bubble-induced turbulence, J. Fluid Mech. 918 (2021).
- V. Pandey, R. Ramadugu, and P. Perlekar, Liquid velocity fluctuations and energy spectra in three-dimensional buoyancy-driven bubbly flows, J. Fluid Mech. 884, R6 (2020).
- T. Ma, D. Lucas, S. Jakirlić, and J. Fröhlich, Progress in the second-moment closure for bubbly flow based on direct numerical simulation data, J. Fluid Mech. 883, A9 (2020).
- T. Ma, D. Lucas, and A. D. Bragg, Explicit algebraic relation for calculating Reynolds normal stresses in flows dominated by bubble-induced turbulence, Phys. Rev. Fluids 5, 084305 (2020).
- N. Hidman, H. Ström, S. Sasic, and G. Sardina, Assessing passive scalar dynamics in bubble-induced turbulence using direct numerical simulations, J. Fluid Mech. 962, A32 (2023).
- A. N. Kolmogorov, The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers, Dokl. Akad. Nauk SSSR 30, 299 (1941).
- V. Pandey, D. Mitra, and P. Perlekar, Kolmogorov turbulence coexists with pseudo-turbulence in buoyancy-driven bubbly flows, Phys. Rev. Lett. 131, 114002 (2023).
- S. Tan, A. Salibindla, A. Masuk, and R. Ni, Introducing OpenLPT: New method of removing ghost particles and high-concentration particle shadow tracking, Exp. Fluids 61, 1 (2020).
- K. Lunde and R. J. Perkins, Shape oscillations of rising bubbles, Appl. Sci. Res. 58, 387 (1997).
- H. Hessenkemper, L. Wang, D. Lucas, S. Tan, R. Ni, and T. Ma, 3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models, Int. J. Multiphase Flow 179, 104932 (2024).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/v9mh-7pw1 for experimental methods and additional figures, which includes Refs. [25,27,29–38].
- D. Schanz, S. Gesemann, and A. Schröder, Shake-the-box: Lagrangian particle tracking at high particle image densities, Exp. Fluids 57, 1 (2016).
- A. Schröder and D. Schanz, 3d Lagrangian particle tracking in fluid mechanics, Annu. Rev. Fluid Mech. 55, 511 (2023).
- D. Kim, D. Schanz, M. Novara, H. Seo, Y. Kim, A. Schröder, and K. C. Kim, Experimental study of turbulent bubbly jet. Part 1. Simultaneous measurement of three-dimensional velocity fields of bubbles and water, J. Fluid Mech. 941, A42 (2022).
- A. K. Salibindla, A. U. M. Masuk, and R. Ni, Experimental investigation of the acceleration statistics and added-mass force of deformable bubbles in intense turbulence, J. Fluid Mech. 912, A50 (2021).
- S. Tan, S. Zhong, and R. Ni, 3D lagrangian tracking of polydispersed bubbles at high image densities, Exp. Fluids 64, 85 (2023).
- H. Hessenkemper, S. Starke, Y. Atassi, T. Ziegenhein, and D. Lucas, Bubble identification from images with machine learning methods, Int. J. Multiphase Flow 155, 104169 (2022).
- J. C. Cano-Lozano, C. Martinez-Bazan, J. Magnaudet, and J. Tchoufag, Paths and wakes of deformable nearly spheroidal rising bubbles close to the transition to path instability, Phys. Rev. Fluids 1, 053604 (2016).
- Z. Liu, P. K. Farsoiya, S. Perrard, and L. Deike, Direct numerical simulation of bubble rising in turbulence, J. Fluid Mech. 999, A11 (2024).
- X. Xu, S. Tan, Y. Qi, and R. Ni, Experimental investigation of turbulence modulation by deformable bubbles, Phys. Rev. Fluids 10, 033605 (2025).
- L. Wang, T. Ma, D. Lucas, K. Eckert, and H. Hessenkemper, A contribution to 3d tracking of deformable bubbles in swarms using temporal information, Exp. Fluids 66, 34 (2025).
- A. N. Kolmogorov, Dissipation of energy in locally isotropic turbulence, Dokl. Akad. Nauk SSSR 32, 16 (1941).
That the curves begin to decay below is most likely due to the dissipation scale being approached. In isotropic turbulence, the scaling gradually steepens from to as reduces toward the regime . Similarly, the decay of the curves for is likely due to the scaling starting to be approached, although it is not actually attained in our data.
- T. Ishihara, T. Gotoh, and Y. Kaneda, Study of high–Reynolds number isotropic turbulence by direct numerical simulation, Annu. Rev. Fluid Mech. 41, 165 (2009).
- R. Monchaux, M. Bourgoin, and A. Cartellier, Preferential concentration of heavy particles: A Voronoï analysis, Phys. Fluids 22, 103304 (2010).
- V. Mathai, S. G. Huisman, C. Sun, D. Lohse, and M. Bourgoin, Dispersion of air bubbles in isotropic turbulence, Phys. Rev. Lett. 121, 054501 (2018).
- R. Zamansky, F. Le Roy De Bonneville, and F. Risso, Turbulence induced by a swarm of rising bubbles from coarse-grained simulations, J. Fluid Mech. 984, A68 (2024).
- M. Gad-el Hak and S. Corrsin, Measurements of the nearly isotropic turbulence behind a uniform jet grid, J. Fluid Mech. 62, 115 (1974).
- D. A. Donzis, K. R. Sreenivasan, and P. K. Yeung, Scalar dissipation rate and dissipative anomaly in isotropic turbulence, J. Fluid Mech. 532, 199–216 (2005).
- R. Ni, Deformation and breakup of bubbles and drops in turbulence, Annu. Rev. Fluid Mech. 56, 319 (2024).
- L. Biferale, E. Bodenschatz, M. Cencini, A. S. Lanotte, N. T. Ouellette, F. Toschi, and H. Xu, Lagrangian structure functions in turbulence: A quantitative comparison between experiment and direct numerical simulation, Phys. Fluids 20, 065103 (2008).
- F. Falkinhoff, A. Ponomarenko, J. L. Pierson, L. Gamet, R. Volk, and M. Bourgoin, Turbulent properties of stationary flows in porous media, Phys. Rev. Lett. 132, 174001 (2024).
- M. Bourgoin, R. Kervil, C. Cottin-Bizonne, F. Raynal, R. Volk, and C. Ybert, Kolmogorovian active turbulence of a sparse assembly of interacting Marangoni surfers, Phys. Rev. X 10, 021065 (2020).