Double layer forces

The most popular model to describe the electrical double layer is the Poisson-Boltzmann (PB) model. This model can be equally used to evaluate double layer forces. Let us discuss this model in the case of planar geometry as shown in the figure on the right. In this case, the electrical potential profile ψ(z) near a charged interface will only depend on the position z. The corresponding Poisson's equation reads in SI units : \frac{d^2 \psi}{dz^2} = - \frac{\rho}{\epsilon_0 \epsilon} where ρ is the charge density per unit volume, ε0 the dielectric permittivity of the vacuum, and ε the dielectric constant of the liquid. For a symmetric electrolyte consisting of cations and anions having a charge ±q, the charge density can be expressed as : \rho = q (c_+ - c_-) where c± = N±/V are the concentrations of the cations and anions, where N± are their numbers and V the sample volume. These profiles can be related to the electrical potential by considering the fact that the chemical potential of the ions is constant. For both ions, this relation can be written as : \mu_\pm = \mu_+^{(0)} + kT \ln c_\pm \pm q \psi where \mu_\pm^{(0)} is the reference chemical potential, T the absolute temperature, and k the Boltzmann constant. The reference chemical potential can be eliminated by applying the same equation far away from the surface where the potential is assumed to vanish and concentrations attain the bulk concentration cB. The concentration profiles thus become : c_\pm = c_{\rm B} e^{ \mp \beta q \psi} where β = 1/(kT). This relation reflects the Boltzmann distribution of the ions with the energy ±qψ. Inserting these relations into the Poisson equation one obtains the PB equation : \frac{d^2 \psi}{dz^2} = \frac{q c_{\rm B}}{\epsilon_0 \epsilon} [e^{+\beta q \psi} - e^{-\beta q \psi}] The potential profile between two plates is normally obtained by solving this equation numerically. Once the potential profile is known, the force per unit area between the plates expressed as the disjoining pressure Π can be obtained as follows. The starting point is the Gibbs–Duhem relation for a two component system at constant temperature : -V d\Pi + N_+ d\mu_+ + N_- d\mu_- = 0 Introducing the concentrations c± and using the expressions of the chemical potentials μ± given above one finds : d\Pi = kT(dc_+ + dc_-) + q(c_+ - c_-) d \psi The concentration difference can be eliminated with the Poisson equation and the resulting equation can be integrated from infinite separation of the plates to the actual separation h by realizing that : 2 (d^2 \psi / dz^2) d\psi = d (d\psi / dz)^2 Expressing the concentration profiles in terms of the potential profiles one obtains : \Pi = kT c_{\rm B}(e^{+\beta q \psi} + e^{-\beta q \psi} - 2) - \frac{\epsilon_0 \epsilon}{2} \left(\frac{d \psi}{dz} \right)^2 From a known electrical potential profile ψ(z) one can calculate the disjoining pressure from this equation at any suitable position z. Alternative derivation of the same relation for disjoining pressure involves the stress tensor. ==Debye-Hückel model==

When the electric potentials or charge densities are not too high, the PB equation can be simplified to the Debye-Hückel (DH) equation. By expanding the exponential function in the PB equation into a Taylor series, one obtains : \frac{d^2 \psi}{dz^2} = \kappa^2 \psi       where       \; \; \; \kappa^2 = \frac{2 \beta q^2 c_{\rm B}}{\epsilon_0 \epsilon} The parameter κ−1 is referred to as the Debye length, and some representative values for a monovalent salt in water at 25°C with ε ≃ 80 are given in the table on the right. In non-aqueous solutions, Debye length can be substantially larger than the ones given in the table due to smaller dielectric constants. The DH model represents a good approximation, when the surface potentials are sufficiently low with respect to the limiting values : \beta q \psi \ll 1 \;\;\; {\rm or} \;\;\; \psi \ll \frac{kT}{q} \simeq 26 \; {\rm mV} The numerical value refers to a monovalent salt and 25°C. In practice, the DH approximation remains rather accurate up to surface potentials that are comparable to the limiting values given above. The disjoining pressure can be obtained from the PB equation given above, which can also be simplified to the DH case by expanding into Taylor series. The resulting expression is : \Pi = \frac{\epsilon_0 \epsilon}{2} \left[ \kappa^2 \psi^2 - \left(\frac{d \psi}{dz} \right)^2 \right] The substantial advantage of the DH model over the PB model is that the forces can be obtained analytically. Some of the relevant cases will be discussed below. ==Superposition approximation==

When the surfaces are sufficiently far apart, the potential profiles originating from each individual surface will not be much perturbed by the presence of the other surface. This approximation thus suggests that one can simply add (superpose) the potentials profiles originating from each surface as illustrated the figure. Since the potential profile passes through a minimum at the mid-plane, it is easiest to evaluate the disjoining pressure at the midplane. The solution of the DH equation for an isolated wall reads : \psi(z) = \psi_{\rm D} e^{-\kappa z} where z is the distance from the surface and ψD the surface potential. The potential at the midplane is thus given by twice the value of this potential at a distance z = h/2. The disjoining pressure becomes : \Pi = 2 \epsilon \epsilon_0 \kappa^2 \psi_{\rm D}^2 e^{-\kappa h} The electrostatic double layer force decays in an exponential fashion. Due to the screening by the electrolyte, the range of the force is given by the Debye length and its strength by the surface potential (or surface charge density). This approximation turns out to be exact provided the plate-plate separation is large compared to the Debye length and the surface potentials are low. This result can be simply generalized to highly charged surfaces, but only at larger separations. Even if the potential is large close to the surface, it will be small at larger distances, and can be described by the DH equation. However, in this case one has to replace the actual diffuse layer potential ψD with the effective potential ψeff. Within the PB model, this effective potential can be evaluated analytically, and reads : \psi_{\rm eff} = \frac{4}{\beta q} \tanh (\beta q \psi_{\rm D} ) The superposition approximation can be easily extended to asymmetric systems. Analogous arguments lead to the expression for the disjoining pressure : \Pi(h) = 2 \epsilon \epsilon_0 \kappa^2 \psi^{(1)}_{\rm eff} \psi^{(2)}_{\rm eff} e^{-\kappa h} where the super-scripted quantities refer to properties of the respective surface. At larger distances, oppositely charged surfaces repel and equally charged ones attract. ==Charge regulating surfaces==

While the superposition approximation is actually exact at larger distances, it is no longer accurate at smaller separations. Solutions of the DH or PB equations in between the plates provide a more accurate picture at these conditions. Let us only discuss the symmetric situation within the DH model here. This discussion will introduce the notion of charge regulation, which suggests that the surface charge (and the surface potential) may vary (or regulate) upon approach. The DH equation can be solved exactly for two plates. The boundary conditions play an important role, and the surface potential and surface charge density \bar{\psi}_{\rm D} and \bar{\sigma} become functions of the surface separation h and they may differ from the corresponding quantities ψD and σ for the isolated surface. When the surface charge remains constant upon approach, one refers to the constant charge (CC) boundary conditions. In this case, the diffuse layer potential will increase upon approach. On the other hand, when the surface potential is kept constant, one refers to constant potential (CP) boundary condition. In this case, the surface charge density decreases upon approach. Such decrease of charge can be caused by adsorption of desorption of charged ions from the surface. Such variation of adsorbed species upon approach has also been referred to as proximal adsorption. The ability of the surface to regulate its charge can be quantified by the regulation parameter : p = \frac{C_{\rm D}}{C_{\rm I}+C_{\rm D}} where CD = ε0 ε κ is the diffuse layer capacitance and CI the inner (or regulation) capacitance. The CC conditions are found when p = 1 while the CP conditions for p = 0. The realistic case will be typically situated in between. By solving the DH equation one can show that diffuse layer potential varies upon approach as : \bar{\psi}_{\rm D} = \frac{1}{1-p+p\tanh(\kappa h / 2)} \psi_{\rm D} while the surface charged density obey a similar relation : \bar{\sigma} = \frac{\tanh(\kappa h / 2)}{1-p+p \tanh(\kappa h / 2)} \sigma The swelling pressure can be found by inserting the exact solution of the DH equation into the expressions above and one finds : \Pi = 2 \epsilon \epsilon_0 \kappa^2 \psi_{\rm D}^2 \frac{e^{-\kappa h}}{[1+(1-2p)e^{-\kappa h}]^2} Repulsion is strongest for the CC conditions (p = 1) while it is weaker for the CP conditions (p = 0). The result of the superposition approximation is always recovered at larger distances but also for p = 1/2 at all distances. The latter fact explains why the superposition approximation can be very accurate even at small separations. Surfaces regulate their charge and not infrequently the actual regulation parameter is not far away from 1/2. The situation is exemplified in the figure below. From stability considerations one can show that p < 1 and that this parameter may also becomes negative. These results can be extended to asymmetric case in a straightforward way. ==Extensions to other geometries==

Interactions between various objects were studied within the DH and PB models by many researchers. Some of the relevant results are summarized in the following. Non-planar geometries: Objects of other than planar geometries can be treated within the Derjaguin approximation, provided their size is substantially larger than the Debye length. This approximation has been used to estimate the force between two charged colloidal particles as shown in the first figure of this article. The exponential nature of these repulsive forces and the fact that its range is given by the Debye length was confirmed experimentally by direct force measurements, including surface forces apparatus, colloidal probe technique, or optical tweezers. The interaction free energy involving two spherical particles within the DH approximation follows the Yukawa or screened Coulomb potential : U = \frac{Q^2}{4 \pi \epsilon \epsilon_0} \left( \frac{e^{\kappa a}}{1+\kappa a} \right)^2 \frac{e^{-\kappa r}}{r} where r is the center-to-center distance, Q is the particle charge, and a the particle radius. This expression is based on the superposition approximation and is only valid at large separations. This equation can be extended to more highly charged particles by reinterpreting the charge Q as an effective charge. To address the interactions in other situation, one must resort to numerical solutions of the DH or PB equation. Non-uniform or patchy charge distribution: Interaction between surfaces with non-uniform and periodic charge distribution has been analyzed within the DH approximation. Such surfaces are referred to have a mosaic or patch-charge distribution. One important conclusion from these studies is that there is an additional attractive electrostatic contribution, which also decays exponentially. When the non-uniformities are arranged in a quadratic lattice with spacing b, the decay length q−1 of this additional attraction can be expressed as : q^2 = \kappa^2 + \left( \frac{2 \pi}{b} \right)^2 At high salt levels, this attraction is screened as the interaction between uniformly charged surfaces. At lower salt levels, however, the range of this attraction is related to the characteristic size of the surface charge heterogeneities. Three-body forces: The interactions between weakly charged objects are pair-wise additive due to the linear nature of the DH approximation. On the PB level, however, attractive three-body forces are present. The interaction free energy between three objects 1, 2, and 3 can be expressed as : F_{123} = F_{12} + F_{12} + F_{12} + \Delta F_{123} where Fij are the pair free energies and ΔF123 is the non-additive three-body contribution. These three-body contributions were found to be attractive on the PB level, meaning that three charged objects repel less strongly than what one would expect on the basis of pair-wise interactions alone. ==Beyond Poisson-Boltzmann approximation==

More accurate description of double layer interactions can be put forward on the primitive model. This model treats the electrostatic and hard-core interactions between all individual ions explicitly. However, it includes the solvent only in a "primitive" way, namely as a dielectric continuum. This model was studied in much detail in the theoretical community. Explicit expressions for the forces are mostly not available, but they are accessible with computer simulations, integral equations, or density functional theories. The important finding from these studies is that the PB description represents only a mean-field approximation. This approximation is excellent in the so-called weak coupling regime, that is for monovalent electrolytes and weakly charged surfaces. However, this description breaks down in the strong coupling regime, which may be encountered for multivalent electrolytes, highly charged systems, or non-aqueous solvents. In the strong coupling regime, the ions are strongly correlated, meaning that each ion has an exclusion hole around itself. These correlations lead to strong ion adsorption to charged surfaces, which may lead to charge reversal and crystallization of these ions on the surface. These correlations may also induce attractive forces. The range of these forces is typically below 1 nm. ==Like-charge attraction controversy==

Around 1990, theoretical and experimental evidence has emerged that forces between charged particles suspended in dilute solutions of monovalent electrolytes might be attractive at larger distances. This evidence is in contradiction with the PB theory discussed above, which always predicts repulsive interactions in these situations. The theoretical treatment leading to these conclusions was strongly criticized. The experimental findings were mostly based on video-microscopy, but the underlying data analysis was questioned concerning the role of impurities, appropriateness of image processing techniques, Despite the initial criticism, accumulative evidence suggest that the DLVO fails to account for essential physics necessary to describe the experimental observations. While the community remains skeptical regarding the existence of effective attractions between like-charged species, recent computer molecular dynamics simulations with an explicit description of the solvent have demonstrated that the solvent plays an important role in the structure of charged species in solution, while PB and the primitive model do not account for most of these effects. Specifically, the solvent plays a key role in the charge localization of the diffuse ions in ion-rich domains that bring charged species closer together. Based on this idea, simulations have explained experimental trends such as the disappearance of a scattering peak in salt-free polyelectrolyte solutions and the structural inhomogeneities of charged colloidal particles/nanoparticles observed experimentally that PB and primitive model approaches fail to explain. ==Relevance==

Double layer interactions are relevant in a wide number of phenomena. These forces are responsible for swelling of clays. They may also be responsible for the stabilization of colloidal suspension and will prevent particle aggregation of highly charged colloidal particles in aqueous suspensions. At low salt concentrations, the repulsive double layer forces can become rather long-ranged, and may lead to structuring of colloidal suspensions and eventually to formation of colloidal crystals. Such repulsive forces may further induce blocking of surfaces during particle deposition. Double layer interactions are equally relevant for surfactant aggregates, and may be responsible to the stabilization of cubic phases made of spheroidal micelles or lamellar phases consisting of surfactant or lipid bilayers. ==See also==