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Surfactant dynamics: hidden variables controlling fluid flows

Published online by Cambridge University Press:  06 April 2020

Harishankar Manikantan*
Affiliation:
Department of Chemical Engineering, University of California, Santa Barbara, CA 93106, USA
Todd M. Squires*
Affiliation:
Department of Chemical Engineering, University of California, Santa Barbara, CA 93106, USA
*
Present address: Department of Chemical Engineering, University of California, Davis, CA 95616, USA.
Email address for correspondence: tsquires@ucsb.edu

Abstract

Surfactants – molecules and particles that preferentially adsorb to fluid interfaces – play a ubiquitous role in the fluids of industry, of nature and of life. Since most surfactants cannot be seen directly, their behaviour must be inferred from their impact on observed flows, like the buoyant rise of a bubble, or the thickness of a coating film. In so doing, however, a difficulty arises: physically distinct surfactant processes can affect measurable flows in qualitatively identical ways, raising the spectre of confusion or even misinterpretation. This Perspective describes, in one coherent piece, both the equilibrium properties and dynamic processes of surfactants, to better enable the fluid mechanics community to understand, interpret and design surfactant/fluid systems. Specifically, we treat the equilibrium thermodynamics of surfactants at interfaces, including surface pressure, isotherms of soluble and insoluble surfactants and surface dilatational moduli (Gibbs and Marangoni). We describe surfactant dynamics in fluid systems, including surfactant transport and interfacial stress boundary conditions, the competition between surface diffusion, advection and adsorption/desorption, Marangoni stresses and flows and surface-excess rheology. We discuss paradigmatic problems from fluid mechanics that are impacted by surfactants, including translating drops and bubbles, surfactant adsorption to clean and oscillating interfaces; capillary wave damping, thin-film dynamics, foam drainage and the dynamics of particles and probes at surfactant-laden interfaces. Finally, we discuss the additional richness and complexity that frequently arise in ‘real’ surfactants, including phase transitions, phase coexistence and polycrystalline phases within surfactant monolayers, and their impact on non-Newtonian surface rheology.

Information

Type
JFM Perspectives
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright
© The Author(s), 2020. Published by Cambridge University Press
Figure 0

Figure 1. (a) ‘Hidden’ surfactant variables modify the interfacial flow of a rising bubble such that it might behave like a clean drop, a rigid particle or somewhere in between. The associated surfactant transport processes are not often easy to differentiate, and systems may exhibit one or a non-trivial combination of several processes. (bd) For instance, an interfacial or surface excess viscosity can resist the surface flow. The solid lines depict surface flow, and dashed red arrows indicate tangential (viscous) stresses resisting deformation. (eg) Alternatively, surfactants swept to the rear of the bubble build a concentration gradient and generate a counter-acting Marangoni stress (dashed red arrows) that resists surface convection (blue arrows). These Marangoni forces may be weakened by surface diffusion against the gradient. (hj) If the surfactant is soluble, adsorption/desorption from the bulk can drive the surface concentration back to equilibrium over a finite time. This process might be controlled by (i) diffusive transport in the bulk across bulk concentration gradients over a time scale $\unicode[STIX]{x1D70F}_{d}$, or by (j) the finite-rate kinetics over a finite time scale $\unicode[STIX]{x1D70F}_{k}$.

Figure 1

Figure 2. A liquid molecule in the bulk of a fluid experiences no net force due to a (time-averaged) symmetric distribution of neighbours. Creating an interface, however, requires breaking intermolecular ‘bonds’ on the interface and is energetically expensive.

Figure 2

Figure 3. (a) Schematic representation of an amphiphilic molecule. (b,c) Surfactant molecules adsorb to the interface to an extent determined by the competition between (loss of) entropy and energetically favourable interactions during adsorption. Also shown in (c) are the concentration profiles of surfactant (solid line) and water (dashed line) molecules. The ‘excess’ surface concentration is in grey, which represents the amount of surfactant in excess of a hypothetical state where the concentration of dissolved surfactant is constant up until the surface.

Figure 3

Figure 4. Examples of change in surface energy upon deformation of a drop with surface-active molecules or particles.

Figure 4

Table 1. Common adsorption isotherms, and corresponding expressions for surface pressure and the Marangoni modulus.

Figure 5

Figure 5. The (a$\unicode[STIX]{x1D6E4}(C)$ and (b$\unicode[STIX]{x1D6F1}(\unicode[STIX]{x1D6E4})$ relations corresponding to Frumkin adsorption from an ideal subphase. Intermolecular interactions are attractive when $\tilde{\unicode[STIX]{x1D6FD}}=\unicode[STIX]{x1D6FD}\unicode[STIX]{x1D6E4}_{\infty }/k_{B}T>0$ (blue lines), and repulsive when $\tilde{\unicode[STIX]{x1D6FD}}<0$ (red lines). Here $\tilde{\unicode[STIX]{x1D6FD}}=0$ (grey solid lines) recovers Langmuir adsorption. The black line in each panel is the 2-D ideal gas limit (the Henry isotherm).

Figure 6

Table 2. Example adsorption and desorption fluxes for the isotherms detailed in table 1. Because only the ratio of $j_{a}$ and $j_{d}$ is constrained by equilibrium thermodynamics, each pair ($j_{a}$ and $j_{d}$) in this table may be multiplied by any function of $C$ and $\unicode[STIX]{x1D6E4}$ without changing its equilibrium isotherm. Different surfactants with identical isotherms may respond very differently under dynamic conditions.

Figure 7

Figure 6. (a) Geometry of a typical surfactant-laden interface. (be) Mass transport processes on the interface: (b) convection due to imposed (or Marangoni) velocity $u_{s}$; (c) diffusion due to a surface concentration gradient; (d) surface concentration evolution due to curvature modification; and (e) adsorption/desorption from the sublayer, showing the depletion length $L_{d}$.

Figure 8

Figure 7. (a) A surfactant-covered bubble oscillating in a liquid containing dissolved surfactant. (b) If surfactant exchange is negligibly slow, the number of adsorbed molecules is unchanged (or the surface concentration changes by $\unicode[STIX]{x1D6FF}\unicode[STIX]{x1D6E4}$). (c) By contrast, rapid surfactant exchange equilibrates the surface so that $\unicode[STIX]{x1D6E4}(t)\approx \unicode[STIX]{x1D6E4}_{0}$ and $\unicode[STIX]{x1D6FF}\unicode[STIX]{x1D6E4}\approx 0$. Surfactant exchange can be (d) diffusion controlled or (e) kinetically controlled if either process is rate limiting.

Figure 9

Figure 8. (a) Real (solid line) and imaginary (broken line) components of the perturbed surface concentration for kinetically limited adsorption ($Da\rightarrow 0$) to an oscillating bubble, from (3.44). (b) Surface concentration in diffusion-limited mass transfer ($Da\rightarrow \infty$), from (3.50). $\unicode[STIX]{x1D6EC}_{d}=0$ represents a planar interface following (3.48). The vertical dashed lines show locations where $2\unicode[STIX]{x1D6EC}_{d}\unicode[STIX]{x1D701}_{d}^{2}=1$ when $\unicode[STIX]{x1D6EC}_{d}\gtrsim 1$, indicating modified diffusion times for small bubbles via (3.53).

Figure 10

Figure 9. (a) Kinetically controlled adsorption (3.68) to an initially clean spherical surface. (b) Diffusion-controlled adsorption (3.71) to a spherical surface. Adsorption occurs over a faster time scale $\unicode[STIX]{x1D70F}_{d,s}$ in smaller bubbles ($\unicode[STIX]{x1D6EC}_{d}=L_{d}/R\gtrsim 1$), and approaches equilibrium exponentially, rather than as $1/\sqrt{t}$ in the case of large bubbles ($\unicode[STIX]{x1D6EC}_{d}\rightarrow 0$).

Figure 11

Figure 10. Two conjugate effects commonly termed ‘Marangoni’ effects: (a) A local increase in surfactant concentration, shown here by the addition of a surfactant-rich drop, establishes a surface concentration gradient (and, therefore, a surface pressure gradient) that drives an outward surface flow (red arrows). (b) Surface compression due to flow (in this case, towards an interfacial barrier) establishes a surface tension gradient due to non-uniform surface concentration. This introduces a reverse Marangoni flow that ‘immobilizes’ the surface.

Figure 12

Figure 11. Illustration of surfactant-induced incompressibility. (a) Motion of a probe establishes a surface concentration gradient, shown in top and side views. In a soluble monolayer with instantaneous adsorption/desorption, surface concentration gradients are rapidly eliminated. (b) In this limit, $\unicode[STIX]{x0394}\unicode[STIX]{x1D6F1}\approx 0$ and reverse Marangoni flows are absent. The surface flow has a non-zero divergence ahead and behind the disk. Bulk fluid flow is indicated by the dashed arrows and is indistinguishable from that corresponding to a stress-free clean interface. (c) By contrast, if the surfactant is insoluble, a surface concentration gradient is sustained, and (d) the surface pressure difference $\unicode[STIX]{x0394}\unicode[STIX]{x1D6F1}$ generates a reverse Marangoni flow that resists interfacial compression/dilatation. The modified surface flow is divergence free, which changes the bulk flow by constraining it to flow in planes parallel to the interface (see discussion).

Figure 13

Table 3. Common definitions of the Marangoni number, and their physical meaning. Temperature-dependent Marangoni effects are not considered here, and we list only the effects of composition dependence.

Figure 14

Figure 12. (a) A disk of radius $R$ rotating at a constant angular velocity $\unicode[STIX]{x1D6FA}$ within a monolayer of surface shear viscosity $\unicode[STIX]{x1D702}_{s}$. (b) Surface velocity $u_{s}$ follows (3.100) when subphase dominant ($Bq\ll 1$, blue squares) and (3.101) when interface dominant ($Bq\gg 1$, green circles); adapted from Zell et al. (2014).

Figure 15

Figure 13. Mobility coefficients in the radial ($\unicode[STIX]{x1D707}_{\Vert }$) and azimuthal ($\unicode[STIX]{x1D707}_{\bot }$) directions (in arbitrary units) extracted from two-particle microrheology. In the surface-dominated regime ($Bq\gg 1$ or $d\ll 1$), both coefficients decay logarithmically with distance, following (3.112). In subphase-dominated cases ($Bq\ll 1$ or $d\gg 1$), the coefficients decay as $1/r$ and $1/r^{2}$. The symbols correspond to two-particle displacement correlations along the line of centres (filled symbols) and perpendicular to it (empty symbols), and the solid lines are fits to (3.109). The shapes of the symbols correspond to different surface viscosities. Adapted from Prasad et al. (2006).

Figure 16

Figure 14. Streamlines of surface velocity as a result of a point force applied at the origin, following (3.108). Length is in units of $R$ such that $Bq=\unicode[STIX]{x1D702}_{s}/\unicode[STIX]{x1D702}R$.

Figure 17

Figure 15. (a) A drop settling in a viscous fluid with terminal velocity $U$, and (b) streamlines corresponding to the Hadamard–Rybczynski solution for a clean interface. (c) The uniform retardation regime: with adsorption–desorption or diffusion over finite time scales, a surface concentration gradient is established and a reverse Marangoni flow immobilizes the surface. (d) The remobilization regime: molecules freely desorb at the downstream pole and adsorb at the upstream pole if $\unicode[STIX]{x1D70F}_{s}$ is small and bulk concentration is above CMC. The resulting near-uniform surface concentration suppresses Marangoni flows and remobilizes the interface.

Figure 18

Figure 16. (a) Response of a surfactant monolayer to a dilatational deformation that is fast or slow relative to rate of replenishment by adsorption from the bulk. The monolayer is effectively insoluble as $\unicode[STIX]{x1D701}_{d}\rightarrow 0$, and the elastic modulus is highest ($=E_{0}$) in this limit. Conversely, perturbations of surface concentration from equilibrium are rapidly eliminated by adsorption and the surface elasticity is weak when $\unicode[STIX]{x1D701}_{d}\gg 1$. $(b)$ The dynamic Gibbs modulus $E$ and apparent dilatational surface viscosity $\unicode[STIX]{x1D705}_{s}^{ads}$ from (4.34).

Figure 19

Figure 17. A planar wave of amplitude $\unicode[STIX]{x1D701}_{0}$, length $\unicode[STIX]{x1D706}$ and frequency $\unicode[STIX]{x1D714}$.

Figure 20

Figure 18. Capillary wave damping rate $\unicode[STIX]{x1D6FD}$ (4.71) as a function of the Marangoni number $Ma_{\unicode[STIX]{x1D6FE}}=E_{0}/\unicode[STIX]{x1D6FE}$ and the normalized fluid viscosity $m=\unicode[STIX]{x1D708}k^{2}/\unicode[STIX]{x1D714}_{0}$. The damping rate asymptotes to $\unicode[STIX]{x1D6FD}_{clean}=-2m\unicode[STIX]{x1D714}_{0}$ when Marangoni flows are weak ($Ma_{\unicode[STIX]{x1D6FE}}\ll 1$) and to $\unicode[STIX]{x1D6FD}_{stiff}=-(\unicode[STIX]{x1D714}_{0}/2)\sqrt{m/2}$ when the interface is immobilized ($Ma_{\unicode[STIX]{x1D6FE}}\gg 1$). Waves decay faster in a more viscous fluid (larger $m$) for all $Ma_{\unicode[STIX]{x1D6FE}}$.

Figure 21

Figure 19. (a) Circular motion of interfacial fluid particles on the clean surface of a wave moving to the right. The solid blue arrows along the interface depict compression and expansion of the surface. (b) Surfactants distort circular trajectories via Marangoni flows (red dashed arrows) that oppose the compression and expansion of the interface. The trajectories of fluid elements are then distorted, becoming straight lines in the $Ma_{\unicode[STIX]{x1D6FE}}\rightarrow \infty$ limit.

Figure 22

Figure 20. (a) A static meniscus form next to a stationary wall and the liquid level rises to a height $\sqrt{2}\ell _{c}$. (b) When the wall is drawn upward, a film of liquid of asymptotic thickness $h_{0}$ is entrained, and a dynamic meniscus connects the coating with the liquid reservoir. When the surface is clean, the LLD scaling gives $h_{0}\sim Ca^{2/3}\ell _{c}$. (c) When surfactants occupy the liquid–air interface, Marangoni effects (and/or surface viscosity, see discussion) resist surface dilatation, drawing more fluid along with the moving plate. The coating is thicker by the factor $\unicode[STIX]{x1D6FC}$. (d) If the entrained film is thick enough, or if bulk concentration is large enough, surface concentration gradients are suppressed by adsorption of surfactant molecules to the interface, weakening the Marangoni effect.

Figure 23

Figure 21. Surface velocity of the entrained film. The surface flow has a stagnation point for a clean interface ($\unicode[STIX]{x1D6FC}=1$) beyond which the fluid flow is in the direction opposite to that of the plate. With increasing $\unicode[STIX]{x1D6FC}$, the surface is immobilised until a maximal value of $\unicode[STIX]{x1D6FC}=4^{2/3}$, when the interface is surface incompressible and is drawn at the same velocity as the plate everywhere.

Figure 24

Figure 22. (a) Geometry of a node at the intersection of four Plateau borders. (b) Flow along a longitudinal section of a channel is plug-like when $Bq\ll 1$. Viscous dissipation occurs primarily at the nodes (not shown) in this case. (c) Poiseuille flow for $Bq\gg 1$, corresponding to large interfacial stresses and subsequent surface immobilization.

Figure 25

Figure 23. A cylindrical disk translating within an insoluble surfactant monolayer atop a bulk fluid layer of finite depth $H$. Also shown is the resistance coefficient $|\boldsymbol{F}|/4\unicode[STIX]{x03C0}\unicode[STIX]{x1D702}R|\boldsymbol{U}|$ as a function of both sublayer thickness and Boussinesq number. The grey dash-dot lines are the numerical calculations of Stone & Ajdari (1998) at specified $Bq$, and the solid lines are asymptotic values for small and large $H/R$. The bottom-most solid lines represent the $Bq\rightarrow 0$ limit (table 4). The dashed asymptotes correspond to a clean interface, from (4.158) and (4.162), and highlights the fact that even an inviscid surfactant increases drag on a translating probe as compared to a surfactant-free surface.

Figure 26

Table 4. Summary of asymptotic limits, when available, of the resistance coefficient $|\boldsymbol{F}|/4\unicode[STIX]{x03C0}\unicode[STIX]{x1D702}R|\boldsymbol{U}|$ for the translation of a cylindrical disk.

Figure 27

Figure 24. (a) A rod translating perpendicular to its long axis on a clean interface, shown in top and side views. The surface velocity field has a non-zero divergence ahead and behind the rod, and the bulk velocity field is three-dimensional. (b) Insoluble surfactants drive reverse Marangoni flows that render monolayers incompressible (see § 3.3.2 and figure 11), setting up surface and bulk flows on length scales comparable to the rod length. Surface incompressibility thus imparts a larger drag than a clean interface even when the surfactant is surface inviscid ($Bq\rightarrow 0$), and impacts $\boldsymbol{F}_{\bot }$ more strongly than $\boldsymbol{F}_{\Vert }$. (c) Translational resistance coefficient of long rods in incompressible monolayers (Levine et al.2004) with asymptotic scalings in dashed lines following (4.168), (4.169) and (4.170).

Figure 28

Figure 25. (a) Fatty acids consist of a (hydrophilic) carboxylic acid headgroup and a (hydrophobic) hydrocarbon tail. The longer the hydrocarbon tail, the lower its solubility in water and the stronger the van der Waals attractions with adjacent fatty acids. Saturated hydrocarbon tails pack well with each other, whereas unsaturated tails (e.g. oleic acid, with a double bond at the ninth carbon) are ‘kinked’ and frustrate packing. (b) Generalized isotherm of an insoluble monolayer of saturated fatty acids, adapted from Kaganer et al. (1999). Monolayers form a gaseous phase at extremely low concentration (inset), which condenses to form a disordered, liquid expanded (LE) phase when compressed. At higher surface concentrations, a phase transition occurs from the LE phase to one of various liquid condensed (LC) phases with different liquid crystalline order, and even further phase transitions at higher concentrations (here to an untilted, condensed phase). (c) Cartoon showing transition between a disordered, low-density phase (e.g. LE or gaseous) to phase coexistence with a higher-density phase (e.g. LE/LC or gas/LE). (d) Fluorescence micrograph showing gas/LE phase coexistence of the phospholipid DPPC (courtesy of Dr I. Williams). (e) Polarized micrograph of LE–LC phase coexistence between methyl eicosanoate(C$_{20}$). Within the LC domain, the six different brightness levels correspond to six distinct orientations of the packed tails, which in turn reveal the hexagonal headgroup lattice (from Knobler & Desai (1992)).

Figure 29

Figure 26. (a) Tilted DPPC tail groups within an LC domain form discrete patches, within which tails are oriented in the same direction. The tilt orientation jumps by 60$^{\circ }$ from patch to patch, to accommodate the frustration between the tendency of tilt orientation to precess and the tendency of the hexagonal headgroup lattice to maintain its order. (b) Bright lines indicate boundaries between patches of aligned tilt, across which tailgroup orientation abruptly changes. These high-energy lines exert a line tension internal to the drop, effectively ‘pulling’ in invaginations at the domain boundary. (a,b) Reproduced from Dreier, Brewer & Simonsen (2012). (c) New tilt grain boundary lines form and grow in LC DPPC domain arms that had been stretched significantly. From Kim et al. (2018).

Figure 30

Figure 27. (a,b) The phospholipid Dipalmitoylphostphatidylcholine (DPPC) in (a) LC/LE coexistence and (b) polycrystalline, fully LC phase, from Kim et al. (2018). Natural DPPC forms LC domains that wind in a counter-clockwise fashion, owing to the chiral attachment of the two hydrocarbon tails. (c) The chirality of domains within an LC DPPC monolayer depends on the ratio of right- to left-handed DPPC molecules (from Kim et al. (2018)). (d) Palmitic acid co-crystallizes with DPPC to form stiff inclusions, here dispersed by a disordered phase of the unsaturated lipid POPG (from Ding, Warriner & Zasadzinski (2002)). (e) Cholesterol is ‘line active’ for DPPC, promoting the growth of thinner LC grains that wind more tightly (from Kim et al. (2013)). (f) DPPC/hexadecanol/cholesterol mixtures form eerily beautiful grains in LC/LE coexistence, consisting of a DPPC/HD co-crystallized core, surrounded by wispy, spiralling DPPC/cholesterol arms (from Sachan et al. (2017)). (f) An LC-DPPC monolayer that is steadily deformed by a rotating microfabricated ‘button’, reveals a surface yield stress: the monolayer flows within the high-stress region near the button, but is stationary outside a yield radius (from Kim et al. (2018)).

Figure 31

Figure 28. (a) Response of a monolayer with coexisting phases to uniform compression: when $\unicode[STIX]{x1D714}\ll k_{p}$, domains grow much faster than the rate of compression, and the LE phase offers no elastic resistance. By contrast, when $\unicode[STIX]{x1D714}\gg k_{p}$, the rate of compression exceeds the rate of molecules changing phases, and the LE phase offers a net resistance to compression. (b) Measurements of Arriaga et al. (2010) showing elastic and viscous moduli from oscillatory measurements in LE and in coexistence. The solid lines are fit to a Maxwell viscoelastic fluid with characteristic relaxation time $\unicode[STIX]{x1D70F}=k_{p}^{-1}\approx 140~\text{s}$, and the dashed lines are slopes from equilibrium ($\unicode[STIX]{x1D714}\rightarrow 0$) isotherms. (c) Effective elastic and viscous moduli following (5.16).

Figure 32

Figure 29. (a) A surface pressure gradient across an interfacial channel sets up a surface (and bulk) flow, much pressure-driven flow in three dimensions. (b) Illustrations of surface velocity profiles, with $\unicode[STIX]{x1D6FC}$ defined in (5.19): $u_{s}(y)$ is elliptic when subphase dominant ($Bq\ll 1$) and parabolic when interface dominant ($Bq\gg 1$) with Newtonian surface rheology. However, condensed arachidic acid above $\unicode[STIX]{x1D6F1}\sim 20~\text{mN}~\text{m}^{-1}$ surface shear thickens, resulting in triangular velocity profiles (5.19). The background colour gradient represents $\unicode[STIX]{x1D6F1}(x)$, which changes linearly across the length of the channel. (c) Surface pressure distribution in the channel is nonlinear when $\unicode[STIX]{x1D702}_{s}$ is a function of $\unicode[STIX]{x1D6F1}$. When $\unicode[STIX]{x1D6F1}$-thinning, surface pressure remains of the order of the driving pressure $\unicode[STIX]{x0394}\unicode[STIX]{x1D6F1}$ for the majority of the channel and thus pumps a larger surfactant flux, effectively increasing the permeability of the channel. By contrast, surface pressure drops rapidly at the channel entrance when $\unicode[STIX]{x1D6F1}$-thickening, which maintains a relatively small gradient across the rest of the channel, thereby ‘choking’ the surface flow.

Figure 33

Figure 30. Surface ‘Magnus’ effect. (a) A circular particle forced to rotate while translating in a $\unicode[STIX]{x1D6F1}$-thickening surfactant follows a Magnus-like trajectory (b) Surfactant in front of the translating disk has higher surface viscosity than the surfactant behind the disk, owing to the higher surface pressure. Consequently, the rotation of the particle causes it to ‘roll’ upwards, perpendicular to the direction of forcing (Manikantan & Squires 2017a).