Koopman–von Neumann classical mechanics

Estimated force between two charged colloidal particles with radius of 1 μm and surface charge density 2 mC/m² suspended in a monovalent electrolyte solutions of different molar concentrations as indicated. The scheme sketches the charged colloidal particles screened by the electrolyte ions.

Double layer forces occur between charged objects across liquids, typically water. This force acts over distances that are comparable to the Debye length, which is on the order of one to a few tenths of nanometers. The strength of these forces increases with the magnitude of the surface charge density (or the electrical surface potential). For two similarly charged objects, this force is repulsive and decays exponentially at larger distances, see figure. For unequally charged objects and eventually at shorted distances, these forces may also be attractive. The theory due to Derjaguin, Landau, Verwey, and Overbeek (DLVO) combines such double layer forces together with Van der Waals forces in order to estimate the actual interaction potential between colloidal particles.

An electrical double layer develops near charged surfaces (or another charged objects) in aqueous solutions. Within this double layer, the first layer corresponds to the charged surface. These charges may originate from tightly adsorbed ions, dissociated surface groups, or substituted ions within the crystal lattice. The second layer corresponds to the diffuse layer, which contains the neutralizing charge consisting of accumulated counterions and depleted coions. The resulting potential profile between these two objects leads to differences in the ionic concentrations within the gap between these objects with respect to the bulk solution. These differences generate an osmotic pressure, which generates a force between these objects.

These forces are easily experienced when hands are washed with soap. Adsorbing soap molecules make the skin negatively charged, and the slippery feeling is caused by the strongly repulsive double layer forces. These forces are further relevant in many colloidal or biological systems, and may be responsible for their stability, formation of colloidal crystals, or their rheological properties.

Poisson-Boltzmann model

Pictorial representation of two interacting charged plates across an electrolyte solution. The distance between the plates is abbreviated by h.

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 left. In this case, the electrical potential profile ψ(z) near an charged interface will only depend on the position z. The corresponding Poisson's equation reads in SI units

$\frac{d^2\psi }{d{z}^2}=-\frac{\rho }{{ϵ}_0ϵ}$

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 c_B. The concentration profiles thus become

$c_{\pm }=c_{\mathrm{B}}{e}^{\mp \beta q\psi }$

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

$\frac{d^2\psi }{d{z}^2}=\frac{q{c}_{\mathrm{B}}}{{ϵ}_0ϵ}[e^{+\beta q\psi }-e^{-\beta q\psi }]$

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

$-Vd\mathrm{\Pi }+N_{+}d{\mu }_{+}+N_{-}d{\mu }_{-}=0$

Introducing the concentrations c_± and using the expressions of the chemical potentials μ_± given above one finds

$d\mathrm{\Pi }=kT(d{c}_{+}+d{c}_{-})+q(c_{+}-c_{-})d\psi$

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

$2(d^2\psi /d{z}^2)d\psi =d(d\psi /dz{)}^2$

Expressing the concentration profiles in terms of the potential profiles one obtains

$\mathrm{\Pi }=kT{c}_{\mathrm{B}}(e^{+\beta q\psi }+e^{-\beta q\psi }-2)-\frac{{ϵ}_0ϵ}{2}{\left(\frac{d\psi }{dz}\right)}^2$

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

Salt concentration cB (mmol/L)	Debye length κ−1 (nm)
0.1	30
1	10
10	3
100	1

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

$\frac{d^2\psi }{d{z}^2}={\kappa }^2\psi$       where       ${\kappa }^2=\frac{2\beta q^2{c}_{\mathrm{B}}}{{ϵ}_0ϵ}$

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

$\beta q\psi \ll 1\mathrm{o}\mathrm{r}\psi \ll \frac{kT}{q}\simeq 26\mathrm{m}\mathrm{V}$

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 form the PB equation given above, which can also be simplified to the DH case by expanding into Taylor series. The resulting expression is

$\mathrm{\Pi }=\frac{{ϵ}_0ϵ}{2}[{\kappa }^2{\psi }^2-{\left(\frac{d\psi }{dz}\right)}^2]$

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

Electrostatic potential across an electrolyte solution within the superposition approximation. Dashed lines correspond to the contributions from individual plates.

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

$\psi (z)={\psi }_{\mathrm{D}}{e}^{-\kappa z}$

where z is the distance from the surface and ψ_D 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

$\mathrm{\Pi }=2ϵ{ϵ}_0{\kappa }^2{\psi }_{\mathrm{D}}^2{e}^{-\kappa h}$

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 ψ_D with the effective potential ψ_eff. Within the PB model, this effective potential can be evaluated analytically, and reads

${\psi }_{\mathrm{e}\mathrm{f}\mathrm{f}}=\frac{4}{\beta q}\tanh (\beta q{\psi }_{\mathrm{D}})$

The superposition approximation can be easily extended to asymmetric systems. Analogous arguments lead to the expression for the disjoining pressure

$\mathrm{\Pi }(h)=2ϵ{ϵ}_0{\kappa }^2{\psi }_{\mathrm{e}\mathrm{f}\mathrm{f}}^{(1)}{\psi }_{\mathrm{e}\mathrm{f}\mathrm{f}}^{(2)}{e}^{-\kappa h}$

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 ${\overline{\psi }}_{\mathrm{D}}$ and $\overline{\sigma }$ become functions of the surface separation h and they may differ from the corresponding quantities ψ_D 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

$p=\frac{C_{\mathrm{D}}}{C_{\mathrm{I}}+C_{\mathrm{D}}}$

where C_D = ε₀ ε κ is the diffuse layer capacitance and C_I 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

${\overline{\psi }}_{\mathrm{D}}=\frac{1}{1-p+p\tanh (\kappa h/2)}{\psi }_{\mathrm{D}}$

while the surface charged density obey a similar relation

$\overline{\sigma }=\frac{\tanh (\kappa h/2)}{1-p+p\tanh (\kappa h/2)}\sigma$

The swelling pressure can be found by inserting the exact solution of the DH equation into the expressions above and one finds

$\mathrm{\Pi }=2ϵ{ϵ}_0{\kappa }^2{\psi }_{\mathrm{D}}^2\frac{e^{-\kappa h}}{[1+(1-2p)e^{-\kappa h}{]}^2}$

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.

Charge regulation within the DH model for ψ_D = 20 mV and a monovalent salt of a concentration c_B = 1 mM. From left to right: Dependence upon the separation distance of the surface change density, diffuse layer potential, and the disjoining pressure. Constant charge (CC, p = 1) and constant potential (CP, p = 0) boundary conditions, and superposition approximation (p = 1/2).

When surface potentials are replaced by effective potentials, this simple DH picture is applicable for more highly charged surfaces at sufficiently larger distances. At shorter distances, however, one may enter the PB regime and the regulation parameter may not remain constant. In this case, one must solve the PB equation together with an appropriate model of the surface charging process. It was demonstrated experimentally that charge regulation effects can become very important in asymmetric systems.

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

$U=\frac{Q^2}{4\pi ϵ{ϵ}_0}{\left(\frac{e^{\kappa a}}{1+\kappa a}\right)}^2\frac{e^{-\kappa r}}{r}$

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

$F_{123}=F_{12}+F_{12}+F_{12}+\mathrm{\Delta }{F}_{123}$

where F_ij 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, and the role of hydrodynamic interactions. The majority of the scientific community remains skeptical concerning such like-charge attractions and advocates the classical PB approach discussed above.

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

Organisational Psychologist Alfonzo Lester from Timmins, enjoys pinochle, property developers in new launch singapore property and textiles. Gets motivation through travel and just spent 7 days at Alejandro de Humboldt National Park.

• Colloid
• Debye length
• DLVO theory
• Debye–Hückel theory
• Derjaguin approximation
• Electrical double layer
• Emulsion
• Flocculation
• Nanoparticle
• Particle aggregation
• Particle deposition
• Poisson–Boltzmann equation
• Surface charge
• van der Waals force

42 year-old Environmental Consultant Merle Eure from Hudson, really loves snowboarding, property developers in new launch ec singapore and cosplay. Maintains a trip blog and has lots to write about after visiting Chhatrapati Shivaji Terminus (formerly Victoria Terminus).

References

43 year old Petroleum Engineer Harry from Deep River, usually spends time with hobbies and interests like renting movies, property developers in singapore new condominium and vehicle racing. Constantly enjoys going to destinations like Camino Real de Tierra Adentro.