on the motion of surfactant-laden bubbles · 2017. 3. 7. · clouds of droplets or bubbles used in...

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On the Motion of Surfactant-Laden Bubbles Demetrios T. Papageorgiou Department of Mathematics Imperial College London D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 1 / 20

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Page 1: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

On the Motion of Surfactant-Laden Bubbles

Demetrios T. Papageorgiou

Department of MathematicsImperial College London

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 1 / 20

Page 2: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Applications

Clouds of droplets or bubbles used in industrial operations.Two-phase reactionsDropwise extractionAeration processes

Basic physical mechanism required is enhanced mass transfer.

Slip surfaces should enhance mass transfer.(Solute boundary layer size: (i) P−1/2

e , slip, (ii) P−1/3e , no-slip.)

An order of magnitude reduction in mass transfer is observed.Reason: rigidification of slip surfaces by surface active agents.Experimental evidence next.

Classical problem that received a lot of attention: Levich, Frumkin,Acrivos, Moore, Harper, ...

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 2 / 20

Page 3: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Applications

Clouds of droplets or bubbles used in industrial operations.Two-phase reactionsDropwise extractionAeration processes

Basic physical mechanism required is enhanced mass transfer.

Slip surfaces should enhance mass transfer.(Solute boundary layer size: (i) P−1/2

e , slip, (ii) P−1/3e , no-slip.)

An order of magnitude reduction in mass transfer is observed.Reason: rigidification of slip surfaces by surface active agents.Experimental evidence next.

Classical problem that received a lot of attention: Levich, Frumkin,Acrivos, Moore, Harper, ...

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 2 / 20

Page 4: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Physical ContextClift, Grace & Weber, Bubbles, Drops, and Particles.Eo = g ∆ρ d2

γ , Re = ρU dµ (Eötvös number is the Bond number)

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 3 / 20

Page 5: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Spherical particles: Classical solutions, Re = 0

solid sphere settling

Us

Ub

droplet rising or falling

1 Solid sphere - Stokes terminal velocity Us = 2ga2∆ρ9µ

2 Liquid sphere - Hadamard-Rybczynski velocityUb = 2ga2∆ρ

(1+κ

2+3κ

), κ = µin/µ.

Gas bubble, κ = 0, Ub = 32Us.

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 4 / 20

Page 6: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Do bubbles/drops move as if they are clean - i.e. zeroshear stress surfaces?

Experiments suggest that they typically don’t.

Velocities measured with Us < U < Ub if Re is small.

If Re = O(1), simulations/experiments needed to produce inertialdrag coefficient correlations for solid spheres, e.g.

CD =24Re

(1 + 0.1935 R0.6305

e

)for 20 ≤ Re ≤ 260.

Culprit: trace amounts of surfactants and/or impurities.

Drop/bubble surface behaves rigidly, the drag increases and theterminal velocity decreases.

Experimental evidence next.

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 5 / 20

Page 7: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Surfactant-induced retardation: ExperimentsSavic (1953) Bel Fdhila & Duinevelt (1996)

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 6 / 20

Page 8: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Surfactant-induced retardation mechanism

initial stages stagnant-cap regime

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 7 / 20

Page 9: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Results considered in this talk

Large parameter space and complicated physicochemical effectsWill not show computations on the stagnant-cap regime.Lots in the literature (besides ours); show complete rigidificationas bulk surfactant concentration increases. See figure for a casewith Re = 100.

Will concentrate on surfactants that can remobilize the interface.

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 8 / 20

Page 10: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Results considered in this talk

Large parameter space and complicated physicochemical effectsWill not show computations on the stagnant-cap regime.Lots in the literature (besides ours); show complete rigidificationas bulk surfactant concentration increases. See figure for a casewith Re = 100.

Will concentrate on surfactants that can remobilize the interface.

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 8 / 20

Page 11: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Mathematical model for a spherical gas bubble

oncoming flow Ubulk concentration C

surface surfactant concentration Γ

surface tension γ=γ(Γ)

Langmuir kinetics: C to Γ

(r,θ)

r

θ

C=C∞

far away

Axisymmetric flow u = u er + v eθ.

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 9 / 20

Page 12: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Mathematical model for a spherical gas bubbleEquations in the bulk - fluid viscosity µ, density ρ; bubble radius a.

Navier-Stokes and concentration equations:

ut + (u · ∇)u = −∇p +1

Re∇2u

∇ · u = 0

Ct + u · ∇C =1

Pe∇2C

Re = ρUa/µ - Reynolds numberPe = Ua/D - Peclet number (D diffusion coefficient)Boundary conditions - axisymmetric flowTangential stress balance - brings in Marangoni forces

Ca τrθ|r=1 = Ca r∂

∂r

(ur

)∣∣∣∣r=1

= −∂γ∂θ

Capillary number Ca = µU/γc .D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 10 / 20

Page 13: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Boundary conditions at bubble surface r = 1Surfactant equation of state:

γ = 1 + Ma Ca log(1− Γ) ⇒ ∂γ

∂θ= −Ma Ca (∂Γ/∂θ)

1− Γ

Langmuir kinetic flux:

D∂C∂r

∣∣∣∣r=a

= βCs(Γ∞ − Γ)− αΓ dimensional

χkPe

∂C∂r

∣∣∣∣r=1

= Bi [k C|r=1 (1− Γ)− Γ] dimensionless

χ = αa/(βΓ∞), k = βC∞/α, Bi = αa/U, Ma = RT Γ∞/(µU)

Surface surfactant mass balance:

∂Γ

∂t+

1sin θ

∂θ(v Γ sin θ) =

χkPe

∂C∂r

∣∣∣∣r=1

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 11 / 20

Page 14: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Physical mechanisms of remobilization

Two crucial dimensionless numbers regarding surfactant activity:

diffusive rateconvective rate

=χkPe,

kinetic desorptionsurface convection

= Bi

If χk/Pe � 1 or Bi � 1 ⇒ insoluble limit ⇒ stagnant caps.(E.g. Bel Fdhila & Duinevelt (1996), McLaughlin (1997) hadχk/Pe � 1 and Bi � 1.)Suggest fast kinetic rates Bi � 1, and study the effect of χk/Pe.Bi � 1 implies surface/sublayer equilibrium. To leading order

k C|r=1 (1− Γ)− Γ = 0 ⇒ Γ =k C

1 + k C

∣∣∣∣r=1

Computational results next (finite volume projection methods).

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 12 / 20

Page 15: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Physical mechanisms of remobilization

Two crucial dimensionless numbers regarding surfactant activity:

diffusive rateconvective rate

=χkPe,

kinetic desorptionsurface convection

= Bi

If χk/Pe � 1 or Bi � 1 ⇒ insoluble limit ⇒ stagnant caps.(E.g. Bel Fdhila & Duinevelt (1996), McLaughlin (1997) hadχk/Pe � 1 and Bi � 1.)Suggest fast kinetic rates Bi � 1, and study the effect of χk/Pe.Bi � 1 implies surface/sublayer equilibrium. To leading order

k C|r=1 (1− Γ)− Γ = 0 ⇒ Γ =k C

1 + k C

∣∣∣∣r=1

Computational results next (finite volume projection methods).

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 12 / 20

Page 16: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Physical mechanisms of remobilization

Two crucial dimensionless numbers regarding surfactant activity:

diffusive rateconvective rate

=χkPe,

kinetic desorptionsurface convection

= Bi

If χk/Pe � 1 or Bi � 1 ⇒ insoluble limit ⇒ stagnant caps.(E.g. Bel Fdhila & Duinevelt (1996), McLaughlin (1997) hadχk/Pe � 1 and Bi � 1.)Suggest fast kinetic rates Bi � 1, and study the effect of χk/Pe.Bi � 1 implies surface/sublayer equilibrium. To leading order

k C|r=1 (1− Γ)− Γ = 0 ⇒ Γ =k C

1 + k C

∣∣∣∣r=1

Computational results next (finite volume projection methods).

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 12 / 20

Page 17: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

I. Zero Reynolds number flowsIn this case the flow remains attached: Surfactant immobilizes theinterface.Parameters: Ma = 5, χ = 1

Pe = 10

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 13 / 20

Page 18: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

II. Non-zero Reynolds numbers

Some facts:Solid sphere: wake formation at rear stagnation point at Re ≈ 12.Clean bubbles:

I Almost spherical bubbles (We = ρaU2/γ small) - no separation.Flow attached at all Re - Moore (1963, 1965).

I Large We implies large distortions - separation and wake formationat large enough Re.

Questions for surfactant-laden spherical bubbles:Do wakes form as the surfactant concentration increases (forRe > 12)?For a fixed Re where a wake has formed, what happens as k isincreased?What is the effect of increasing surfactant on the Marangoni force?

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 14 / 20

Page 19: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

II. Non-zero Reynolds numbers

Some facts:Solid sphere: wake formation at rear stagnation point at Re ≈ 12.Clean bubbles:

I Almost spherical bubbles (We = ρaU2/γ small) - no separation.Flow attached at all Re - Moore (1963, 1965).

I Large We implies large distortions - separation and wake formationat large enough Re.

Questions for surfactant-laden spherical bubbles:Do wakes form as the surfactant concentration increases (forRe > 12)?For a fixed Re where a wake has formed, what happens as k isincreased?What is the effect of increasing surfactant on the Marangoni force?

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 14 / 20

Page 20: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

II. Non-zero Reynolds numbers

Some facts:Solid sphere: wake formation at rear stagnation point at Re ≈ 12.Clean bubbles:

I Almost spherical bubbles (We = ρaU2/γ small) - no separation.Flow attached at all Re - Moore (1963, 1965).

I Large We implies large distortions - separation and wake formationat large enough Re.

Questions for surfactant-laden spherical bubbles:Do wakes form as the surfactant concentration increases (forRe > 12)?For a fixed Re where a wake has formed, what happens as k isincreased?What is the effect of increasing surfactant on the Marangoni force?

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 14 / 20

Page 21: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Marangoni forces and surface velocities - Re = 50.

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 15 / 20

Page 22: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Wake formation as Re increasesMa = 5, χ = 1, k = 5, Pe = 100

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 16 / 20

Page 23: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Remobilization as bulk surfactant concentrationincreases - Re = 50Ma = 5, χ = 1

Pe = 100 Pe = 200

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 17 / 20

Page 24: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Open questions - future directionsNot easy to find surfactants that conform to the theory presented.Remobilization typically happens above the critical micelleconcentration (CMC). Experiment by A. Taneja (2007).

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 18 / 20

Page 25: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Joe Keller and bubbles in highly viscous fluids

Could be very useful in several directions including:(i) stagnant cap solutions, (ii) hybrid Stokes/high Pe algorithms, ...

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 19 / 20

Page 26: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Joe Keller and bubbles in highly viscous fluids

Could be very useful in several directions including:(i) stagnant cap solutions, (ii) hybrid Stokes/high Pe algorithms, ...

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 19 / 20

Page 27: On the Motion of Surfactant-Laden Bubbles · 2017. 3. 7. · Clouds of droplets or bubbles used in industrial operations. Two-phase reactions Dropwise extraction Aeration processes

Collaborators

Charles Maldarelli, Levich Institute, CCNYY. Wang, R. Palaparthi, A. Taneja, PhD students

Relevant publications:

Wang, Papageorgiou & Maldarelli, J. Fluid Mech. (1999)Wang, Papageorgiou & Maldarelli, J. Fluid Mech. (2002)Palaparthi, Papageorgiou & Maldarelli, J. Fluid Mech. (2006)A. Taneja, Ph.D. thesis (2007)

D.T. Papageorgiou (Imperial College London) Surfactant-laden bubbles Joe Keller Meeting 2017 20 / 20