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Analysis and modeling of bubble-induced agitation from direct numerical simulation of homogeneous bubbly flows
Phys. Rev. Fluids 7, 044604 – Published 20 April, 2022
DOI: https://doi.org/10.1103/PhysRevFluids.7.044604
Abstract
In this study based on direct numerical simulations (DNS) of homogeneous bubbly flows, an analysis of velocity fluctuations is performed and a methodology for the development of a bubble-induced agitation (or pseudoturbulence) model is described. This process is based on the separation of two phenomena causing velocity fluctuations in the liquid: the agitation resulting from wakes and their collective interactions [wake-induced agitation (WIA)], which is our main focus, and the nonturbulent fluctuations resulting from averaged wakes and potential flows around bubbles [potential flow and averaged wake fluctuations (PWFs)]. We run DNS of fixed bubbles, with random spatial distribution, and compare the results to free-bubble simulations in order to build a model for those phenomena. The simulation of motionless bubbles allow the decomposition of the Reynolds stress transport equation to study WIA and PWFs separately. Then the main characteristics of bubbly flows are analyzed. The signature of an energy conversion from wake kinetic energy (PWFs) to turbulent kinetic energy (WIA) is observed, revealing the importance of nonlinear interactions and transfers between PWFs and WIA. A first proposal of model is made, which gives satisfactory results on our database for a wide range of bubble Reynolds numbers and is consistent with experimental observations. It is operational and can be implemented and assessed in an averaged code.
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References (75)
- M. Lance and J. Bataille, Turbulence in the liquid phase of a uniform bubbly air-water flow, J. Fluid Mech. 222, 95 (1991).
- F. Risso, V. Roig, Z. Amoura, G. Riboux, and A. M. Billet, Wake attenuation in large Reynolds number dispersed two-phase flows, Philos. Trans. R. Soc. A 366, 2177 (2008).
- A. Rasam, Anisotropy-resolving subgrid-scale modelling using explicit algebraic closures for large eddy simulation, Ph.D. thesis, KTH Royal Institute of Technology, 2014.
- N. Panicker, A. Passalacqua, and R. O. Fox, Computational study of buoyancy driven turbulence in statistically homogeneous bubbly flows, Chem. Eng. Sci. 216, 115546 (2020).
- B. Gvozdić, O.-Y. Dung, E. Alméras, D. P. van Gils, D. Lohse, S. G. Huisman, and C. Sun, Experimental investigation of heat transport in inhomogeneous bubbly flow, Chem. Eng. Sci. 198, 260 (2019); B. Gvozdić, E. Alméras, V. Mathai, X. Zhu, D. P. M. van Gils, R. Verzicco, S. G. Huisman, C. Sun, and D. Lohse, J. Fluid Mech 845, 226 (2018).
- A. Shaikh and M. H. Al-Dahhan, A review on flow regime transition in bubble columns, Int. J. Chem. Reactor Eng. 5, 1 (2007).
- F. Risso, Agitation, mixing, and transfers induced by bubbles, Annu. Rev. Fluid Mech. 50, 25 (2018).
- G. Riboux and D. Legendre, A model of bubble-induced turbulence based on large-scale wake interactions, J. Fluid Mech. 719, 362 (2013).
- M. C. Baker, R. O. Fox, B. Kong, J. Capecelatro, and O. Desjardins, Reynolds-stress modeling of cluster-induced turbulence in particle-laden vertical channel flow, Phys. Rev. Fluids 5, 074304 (2020).
- C. Colin, J. Fabre, and A. Kamp, Turbulent bubbly flow in pipe under gravity and microgravity conditions, J. Fluid Mech. 711, 469 (2012).
- E. Alméras, V. Mathai, D. Lohse, and C. Sun, Experimental investigation of the turbulence induced by a bubble swarm rising within incident turbulence, J. Fluid Mech. 825, 1091 (2017).
- M. Cisse, E.-W. Saw, M. Gibert, E. Bodenschatz, and J. Bec, Turbulence attenuation by large neutrally buoyant particles, Phys. Fluids 27, 061702 (2015).
- A. du Cluzeau, G. Bois, and A. Toutant, Analysis and modeling of Reynolds stresses in turbulent bubbly up-flows from direct numerical simulations, J. Fluid Mech. 866, 132 (2019).
- E. Bouche, V. Roig, and F. Risso, Homogeneous swarm of high-Reynolds-number bubbles rising within a thin gap. Part 1: Bubble dynamics, J. Fluid Mech. 704, 211 (2012).
- E. Bouche, V. Roig, and F. Risso, Homogeneous swarm of high-Reynolds-number bubbles rising within a thin gap. Part 2: Liquid dynamics, J. Fluid Mech. 758, 508 (2014).
- F. Risso, Physical interpretation of probability density functions of bubble-induced agitation, J. Fluid Mech. 809, 240 (2016).
- Z. Amoura, C. Besnaci, and F. Risso, Velocity fluctuations generated by the flow through a random array of spheres: A model of bubble-induced agitation, J. Fluid Mech. 823, 592 (2017).
- M. Colombo and M. Fairweather, Multiphase turbulence in bubbly flows: RANS simulations, Int. J. Multiphase Flow 77, 222 (2015).
- S. Hosokawa and A. Tomiyama, Bubble-induced pseudo turbulence in laminar pipe flows, Int. J. Heat Fluid Flow 40, 97 (2013).
- A. Vaidheeswaran and T. Hibiki, Bubble-induced turbulence modeling for vertical bubbly flows, Int. J. Heat Mass Transf. 115, 741 (2017).
- C. Morel, Mathematical Modeling of Two-Phase Flow (Springer, Stuttgart, Germany, 2015).
- G. Bois, Direct numerical simulation of a turbulent bubbly flow in a vertical channel: Towards an improved second-order Reynolds stress model, Nucl. Eng. Des. 321, 92 (2017).
- J. Chahed, V. Roig, and L. Masbernat, Eulerian-Eulerian two-fluid model for turbulent gas-liquid bubbly flows, Int. J. Multiphase Flow 29, 23 (2003).
- K. Haase, U. D. Kück, J. Thöming, and C. J. Kähler, Emulation of bubble-induced turbulence using randomly moving particles in a grid structure, Chem. Eng. Technol. 40, 1502 (2017).
- A. W. Vreman and J. G. Kuerten, Turbulent channel flow past a moving array of spheres, J. Fluid Mech. 856, 580 (2018).
- A. Loisy, A. Naso, and P. D. Spelt, The effective diffusivity of ordered and freely evolving bubbly suspensions, J. Fluid Mech. 840, 215 (2018).
- M. Ilić, Statistical analysis of liquid phase turbulence based on direct numerical simulations of bubbly flows, Forschungszentrum Karlsruhe. Forschungszentrum Karlsruhe in der Helmholtz-Gemeinschaftt Wissenschaftliche Berichte FZKA 7199, Ph.D. thesis, 2006.
- S. Hosokawa, T. Suzuki, and A. Tomiyama, Turbulence kinetic energy budget in bubbly flows in a vertical duct, Exp. Fluids 52, 719 (2012).
- C. Santarelli, J. Roussel, and J. Fröhlich, Budget analysis of the turbulent kinetic energy for bubbly flow in a vertical channel, Chem. Eng. Sci. 141, 46 (2016).
- I. Kataoka and A. Serizawa, Basic equations of turbulence in gas-liquid two-phase flow, Int. J. Multiphase Flow 15, 843 (1989).
- A. Fujiwara, D. Minato, and K. Hishida, Effect of bubble diameter on modification of turbulence in an upward pipe flow, Int. J. Heat Fluid Flow 25, 481 (2004).
- M. E. Shawkat and C. Y. Ching, Liquid turbulence kinetic energy budget of co-current bubbly flow in a large diameter vertical pipe, J. Fluids Eng. 133, 091303 (2011).
- D. Izbassarov, Z. Ahmed, P. Costa, V. Vuorinen, O. Tammisola, and M. Muradoglu, Polymer drag reduction in surfactant-contaminated turbulent bubbly channel flows, Phys. Rev. Fluids 6, 104302 (2021).
- T. Ma, C. Santarelli, T. Ziegenhein, D. Lucas, and J. Fröhlich, Direct numerical simulation-based Reynolds-averaged closure for bubble-induced turbulence, Phys. Rev. Fluids 2, 034301 (2017).
- 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).
- J. Capecelatro, O. Desjardins, and R. Fox, Strongly coupled fluid-particle flows in vertical channels. I. Reynolds-averaged two-phase turbulence statistics. Phys. Fluids 28, 033306 (2016).
- J. Capecelatro, O. Desjardins, and R. Fox, Strongly coupled fluid-particle flows in vertical channels. II. Turbulence modeling. Phys. Fluids 28, 033307 (2016).
- Y. Liao, T. Ma, E. Krepper, D. Lucas, and J. Fröhlich, Application of a novel model for bubble-induced turbulence to bubbly flows in containers and vertical pipes, Chem. Eng. Sci. 202, 55 (2019).
- A. Innocenti, A. Jaccod, S. Popinet, and S. Chibbaro, Direct numerical simulation of bubble-induced turbulence, J. Fluid Mech. 918, A23 (2021).
- S. Erdogan, T. Schulenberg, O. Deutschmann, and M. Worner, Evaluation of models for bubble-induced turbulence by DNS and utilization in two-fluid model computations of an industrial pilot-scale bubble column, Chem. Eng. Res. Design 175, 283 (2021).
- Y. Sato and K. Sekoguchi, Liquid velocity distribution in two-phase bubble flow, Int. J. Multiphase Flow 2, 79 (1975).
- S. Tenneti, R. Garg, C. M. Hrenya, R. O. Fox, and S. Subramaniam, Direct numerical simulation of gas-solid suspensions at moderate Reynolds number: Quantifying the coupling between hydrodynamic forces and particle velocity fluctuations, Powder Technol. 203, 57 (2010).
- L. V. Wijngaarden, On pseudo turbulence, Theor. Comput. Fluid Dyn. 10, 449 (1998).
- R. O. Fox, On multiphase turbulence models for collisional fluid-particle flows, J. Fluid Mech. 742, 368 (2014).
- 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).
- E. Manon, Contribution à l'analyse et à la modélisation locale des écoulements bouillants sous-saturés dans les conditions des Réacteurs à Eau sous Pression, Ph.D. thesis, Ecole Centrale Paris, 2000.
- See, https://webbook.nist.gov/chemistry/fluid.
- B. Mathieu, Etudes physique, expérimentale et numérique des mécanismes de base intervenant dans les écoulements diphasiques en micro-fluidique, Ph.D. thesis, Polytech Marseille - Université de Provence, 2003.
- I. Kataoka, Local instant formulation of two-phase flow, Int. J. Multiphase Flow 12, 745 (1986).
- G. Tryggvason, B. Bunner, A. Esmaeeli, and N. Al-Rawahi, Computations of multiphase flows, Adv. Appl. Mech. 39, 81 (2003).
- E. G. Puckett, A. S. Almgren, J. B. Bell, D. L. Marcus, and W. J. Rider, A high-order projection method for tracking fluid interfaces in variable density incompressible flows, J. Comput. Phys. 130, 269 (1997).
- J. H. Williamson, Low-storage Runge-Kutta schemes, J. Comput. Phys. 35, 48 (1980).
- A. Toutant, Modélisation physique des interactions entre interfaces et turbulence, Ph.D. thesis, Institut National Polytechnique de Toulouse, 2006.
- G. Bois, G. Fauchet, and A. Toutant, DNS of a turbulent steam/water bubbly flow in a vertical channel, in Proceedings of the 9th International Conference on Multiphase Flows (ICMF2016), ICMF (2016), 323263.
- G. Bois, A. du Cluzeau, A. Toutant, and J.-M. Martinez, DNS of turbulent bubbly flows in plane channels using the Front-Tracking algorithm of TrioCFD, in Fluids Engineering Division Summer Meeting (American Society of Mechanical Engineers, 2017), p. V01CT16A005.
- A. Toutant, E. Labourasse, O. Lebaigue, and O. Simonin, DNS of the interaction between a deformable buoyant bubble and a spatially decaying turbulence: A priori tests for LES two-phase flow modelling, Comput. Fluids 37, 877 (2008).
- A. Toutant, M. Chandesris, D. Jamet, and O. Lebaigue, Jump conditions for filtered quantities at an under-resolved discontinuous interface. Part 1: Theoretical development. Int. J. Multiphase Flow 35, 1100 (2009).
- A. Toutant, B. Mathieu, and O. Lebaigue, Volume-conserving mesh smoothing for front-tracking methods, Comput. Fluids 67, 16 (2012).
- A. du Cluzeau, G. Bois, A. Toutant, and J. M. Martinez, On bubble forces in turbulent channel flows from direct numerical simulations, J. Fluid Mech. 882, A27 (2020).
- A. du Cluzeau, G. Bois, and A. Toutant, Modelling of the laminar dispersion force in bubbly flows from direct numerical simulations, Phys. Fluids 32, 012106 (2020).
- M. Chandesris and D. Jamet, Boundary conditions at a planar fluid-porous interface for a Poiseuille flow, Int. J. Heat Mass Transf. 49, 2137 (2006).
- M. Chandesris and D. Jamet, Derivation of jump conditions for the turbulence model at a fluid/porous interface, Int. J. Heat Fluid Flow 30, 306 (2009).
- M. Chandesris, A. D'Hueppe, B. Mathieu, D. Jamet, and B. Goyeau, Direct numerical simulation of turbulent heat transfer in a fluid-porous domain, Phys. Fluids 25, 125110 (2013).
- D. Dupuy, A. Toutant, and F. Bataille, Turbulence kinetic energy exchanges in flows with highly variable fluid properties, J. Fluid Mech. 834, 5 (2018).
- A. M. Thomas, J. Fang, J. Feng, and I. A. Bolotnov, Estimation of shear-induced lift force in laminar and turbulent flows, Nuclear Tech. 190, 274 (2015).
- J. Jeong and F. Hussain, On the identification of a vortex, J. Fluid Mech. 285, 69 (1995).
- See, http://triocfd.cea.fr/Pages/Research_directions/FT_database.aspx.
- L. Schiller and A. Naumann, Über die grundlegenden Berechnungen bei der Schwerkraftaufbereitung, Z. Vereines Deutscher Inge. 77, 318 (1933).
- V. N. Prakash, J. Martínez-mercado, L. V. Wijngaarden, E. Mancilla, Y. Tagawa, D. Lohse, and C. Sun, Energy spectra in turbulent bubbly flows, J. Fluid Mech. 791, 174 (2016).
- G. Riboux, Hydrodynamique d'un essaim de bulles en ascension, Ph.D. thesis, Toulouse, INPT, 2007.
- T. Ma, D. Lucas, S. Jakirlc, and J. Frohlich, Progress in the second-moment closure for bubbly flow based on direct numerical simulation data, J. Fluid Mech. 883, A9 (2019).
- B. E. Launder, G. J. Reece, and W. Rodi, Progress in the development of a Reynolds-stress turbulence closure, J. Fluid Mech. 68, 537 (1975).
- C. G. Speziale, S. Sarkar, and T. B. Gatski, Modelling the pressure-strain correlation of turbulence: An invariant dynamical systems approach, J. Fluid Mech. 227, 245 (1991).
- M. Lance, J. L. Marie, and J. Bataille, Homogeneous turbulence in bubbly flows, J. Fluids Eng. 113, 295 (1991).
- M. Wang, Y. Yang, D. Z. Zhang, and S. Balachandar, Numerical calculation of the particle-fluid-particle stress in random arrays of fixed particles, Phys. Rev. Fluids 6, 104306 (2021).