Numerical modeling of large-scale bubble plumes accounting for mass transfer effects

Abstract A mathematical model for dilute bubble plumes is derived from the two-fluid model equations. This is coupled to a mass transfer model to get a closed CFD formulation. The mass transfer equations used are the same as those implemented in the 1D model proposed, so as to get a CFD formulation and a 1D integral formulation that are fully consistent. In fact, the 1D model can be rigorously derived from the CFD one. The mathematical derivation is detailed pointing out the approximations involved. Results of both models for typical conditions of isolated aeration plumes in deep wastewater reservoirs are presented. Good agreement is reported between them, emphasizing on the most relevant variables such as gas dissolution rates, gas holdup, liquid’s velocity and bubbles’ radius. Furthermore, entrainment rates evaluated from the CFD results are shown to lie within the experimental range. Finally, CFD-based assessment of the approximations involved in the 1D model proves them to hold within a few percents of relative accuracy. A solid basis for applying CFD models to aeration plumes, as natural extensions of the popular integral models, emerges from the investigation.

[1]  R. Codina,et al.  A finite element formulation for the Stokes problem allowing equal velocity-pressure interpolation , 1997 .

[2]  E. Loth An Eulerian turbulent diffusion model for particles and bubbles , 2001 .

[3]  Trevor J. McDougall,et al.  Bubble plumes in stratified environments , 1978, Journal of Fluid Mechanics.

[4]  S. L. Soo,et al.  Multiphase fluid dynamics , 1990 .

[5]  P. L. Viollet,et al.  Modelling Dispersed Two-Phase Flows: Closure, Validation and Software Development , 1994 .

[6]  Fabián J. Bonetto,et al.  The interaction of background ocean air bubbles with a surface ship , 1998 .

[7]  Lian-Ping Wang On the dispersion of heavy particles by turbulent motion , 1993 .

[8]  J. Hinze Fundamentals of the hydrodynamic mechanism of splitting in dispersion processes , 1955 .

[9]  J. Morchain,et al.  CFD modelling of a two-phase jet aerator under influence of a crossflow , 2000 .

[10]  Francis H. Harlow,et al.  Turbulence in multiphase flow , 1988 .

[11]  J. Turner,et al.  Turbulent entrainment: the development of the entrainment assumption, and its application to geophysical flows , 1986, Journal of Fluid Mechanics.

[12]  B. Smith,et al.  On the modelling of bubble plumes in a liquid pool , 1998 .

[13]  R. Guthrie,et al.  Modeling flows and mixing in steelmaking ladles designed for single- and dual-plug bubbling operations , 1992 .

[14]  Geoffrey Ingram Taylor,et al.  The action of a surface current used as a breakwater , 1955, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[15]  P. S. Bulson,et al.  THE THEORY AND DESIGN OF BUBBLE BREAKWATERS , 1968 .

[16]  D. Drew,et al.  A polydisperse model for bubbly two-phase flow around a surface ship , 1999 .

[17]  M. Ishii,et al.  On the stability of a one-dimensional two-fluid model , 2001 .

[18]  S. G. Schladow,et al.  Bubble plume dynamics in a stratified medium and the implications for water quality amelioration in lakes , 1992 .

[19]  Takashi Asaeda,et al.  Structure of bubble plumes in linearly stratified environments , 1993, Journal of Fluid Mechanics.

[20]  J. K. Brimacombe,et al.  A Study on the mathematical modeling of turbulent recirculating flows in gas-stirred ladles , 1990 .

[21]  John D. Ditmars,et al.  Analysis of air-bubble plumes , 1974 .

[22]  Gerhart Eigenberger,et al.  Applicability of the standard k–ε turbulence model to the dynamic simulation of bubble columns. Part II:: Comparison of detailed experiments and flow simulations , 1999 .

[23]  Charles James Lemckert,et al.  Energetic bubble plumes in arbitrary stratification , 1993 .

[24]  S. Chapra Surface Water-Quality Modeling , 1996 .

[25]  Ramon Codina,et al.  Fourier analysis of an equal‐order incompressible flow solver stabilized by pressure gradient projection , 2000 .

[26]  William L. Haberman,et al.  An Experimental Study of Bubbles Moving in Liquids , 1956 .

[27]  M. Bertodano Two fluid model for two-phase turbulent jets , 1998 .

[28]  Michio Sadatomi,et al.  Momentum and heat transfer in two-phase bubble flow—I. Theory , 1981 .

[29]  Said Elghobashi,et al.  DIRECT NUMERICAL SIMULATIONS OF BUBBLE-LADEN TURBULENT FLOWS USING THE TWO-FLUID FORMULATION , 1998 .

[30]  Jinsong Hua,et al.  Numerical simulation of bubble-driven liquid flows , 2000 .

[31]  D. R. Poirier,et al.  Conservation of mass and momentum for the flow of interdendritic liquid during solidification , 1990 .

[32]  Gerhart Eigenberger,et al.  Gas—liquid flow in bubble columns and loop reactors: Part II. Comparison of detailed experiments and flow simulations , 1994 .

[33]  Gerhart Eigenberger,et al.  Applicability of the standard k–ε turbulence model to the dynamic simulation of bubble columns: Part I. Detailed numerical simulations , 1999 .

[34]  Gustavo C. Buscaglia,et al.  A Note on the Numerical Treatment of the k-epsilon Turbulence Model* , 2001 .

[35]  Dieter Mewes,et al.  Interfacial area density in bubbly flow , 1999 .

[36]  Robert F. Mudde,et al.  Two- and three-dimensional simulations of a bubble plume using a two-fluid model , 1999 .

[37]  D. Drew,et al.  Assessment of turbulent dispersion models for bubbly flows in the low Stokes number limit , 2003 .

[38]  Ramon Codina,et al.  Stabilized finite element method for the transient Navier–Stokes equations based on a pressure gradient projection , 2000 .

[39]  Dieter M. Imboden,et al.  Bubble plume modeling for lake restoration , 1992 .

[40]  E. Loth Numerical approaches for motion of dispersed particles, droplets and bubbles , 2000 .

[41]  D. Wilcox Turbulence modeling for CFD , 1993 .

[42]  Julian Szekely,et al.  An experimental and theoretical study of gas bubble driven circulation systems , 1982 .

[43]  M. Wells,et al.  The effects of crossing trajectories on the dispersion of particles in a turbulent flow , 1983, Journal of Fluid Mechanics.

[44]  J. Ni,et al.  A volume-averaged two-phase model for transport phenomena during solidification , 1991 .

[45]  J. Milgram Mean flow in round bubble plumes , 1983, Journal of Fluid Mechanics.

[46]  George D. Ashton Numerical simulation of air bubbler systems , 1978 .

[47]  J. Craggs Applied Mathematical Sciences , 1973 .

[48]  A. Huerta,et al.  Implementation of a stabilized finite element formulation for the incompressible Navier–Stokes equations based on a pressure gradient projection , 2001 .

[49]  D. B. Spalding,et al.  A two-fluid model of turbulence and its application to heated plane jets and wakes , 1984 .

[50]  H. Wagner,et al.  Hydrodynamic simulations of laboratory scale bubble columns fundamental studies of the Eulerian–Eulerian modelling approach , 1999 .

[51]  R. Clift,et al.  Bubbles, Drops, and Particles , 1978 .

[52]  Donald A. Drew,et al.  A first order relaxation model for the prediction of the local interfacial area density in two-phase flows , 1996 .

[53]  S. Antal,et al.  A coupled phasic exchange algorithm for three-dimensional multi-field analysis of heated flows with mass transfer , 1998 .