J D Sherwood1, M Mao, S Ghosal. 1. Department of Applied Mathematics and Theoretical Physics, University of Cambridge , Wilberforce Road, Cambridge, CB3 0WA, United Kingdom.
Abstract
A theoretical model of electroosmosis through a circular pore of radius a that traverses a membrane of thickness h is investigated. Both the cylindrical surface of the pore and the outer surfaces of the membrane are charged. When h ≫ a, end effects are negligible, and the results of full numerical computations of electroosmosis in an infinite pore agree with theory. When h = 0, end effects dominate, and computations again agree with analysis. For intermediate values of h/a, an approximate analysis that combines these two limiting cases captures the main features of computational results when the Debye length κ(-1) is small compared with the pore radius a. However, the approximate analysis fails when κ(-1) ≫ a, when the charge cloud due to the charged cylindrical walls of the pore spills out of the ends of the pore, and the electroosmotic flow is reduced. When this spilling out is included in the analysis, agreement with computation is restored.
A theoretical model of electroosmosis through a circular pore of radius a that traverses a membrane of thickness h is investigated. Both the cylindrical surface of the pore and the outer surfaces of the membrane are charged. When h ≫ a, end effects are negligible, and the results of full numerical computations of electroosmosis in an infinite pore agree with theory. When h = 0, end effects dominate, and computations again agree with analysis. For intermediate values of h/a, an approximate analysis that combines these two limiting cases captures the main features of computational results when the Debye length κ(-1) is small compared with the pore radius a. However, the approximate analysis fails when κ(-1) ≫ a, when the charge cloud due to the charged cylindrical walls of the pore spills out of the ends of the pore, and the electroosmotic flow is reduced. When this spilling out is included in the analysis, agreement with computation is restored.
Electroosmosis in a circular cylindrical pore of finite length h differs from that in an infinitely long pore due to end
effects. If the cylinder length h = 0, then the pore
consists of a hole in a charged membrane of zero thickness, and electroosmosis
can be considered to be entirely due to end effects. This case was
considered by us previously.[1] When the
cylindrical pore is infinitely long, end effects are negligible, and
the computation of the electroosmotic volumetric flow rate Q, for arbitrary Debye lengths and surface charge densities,
is standard[2,3] (with similar results available for infinitely
long planar channels[4−7]). Here, we are interested in intermediate values of h.Full numerical computation of the Poisson–Nernst–Planck
(PNP) equations for ionic motion is, of course, possible, and some
typical results were reported by Mao et al.[1] Such numerical computations, however, do not identify the mechanisms
underlying the qualitative features of the physical system. Here,
we discuss how simple models, based on continuity of electric current
and volumetric flow rate, can be combined in order to estimate end
effects for pore lengths h > 0. We assume that
the
zeta potential on the surface of the membrane is small, so that the
Poisson–Boltzmann equation governing the equilibrium charge
cloud can be linearized, and the electroosmotic velocity can be determined
by an analysis equivalent to that of Henry[8] for electrophoresis, i.e., fluid motion is generated by the effect
of the applied electric field acting on the equilibrium charge cloud
(which is not deformed either by the applied electric field or by
fluid motion). In this limit, the electroosmotic volumetric flow rate Q through the hole in the membrane can be determined by
means of the reciprocal theorem.[1]Figure 1 shows the axisymmetric geometry
that we are considering. The cylindrical pore CD has radius a and length h. The cylindrical surface
CD of the pore has surface charge density σc ,
and the membrane surfaces BC and DE have surface charge density σm. An electrical potential difference is applied between the
fluid reservoirs at either side of the membrane, and electroosmotic
flow is generated by the resulting electric field acting on the charge
cloud adjacent to the charged surfaces. The analysis of Mao et al.[1] assumed that the external reservoirs on either
side of the pore were unbounded, with radius b =
∞. For the numerical computations presented in section 3, the external reservoirs were bounded by uncharged
cylinders of radius b ≫ a, sufficiently large that numerical results when h = 0 differed little from the analytic results for h = 0 and b infinite. There have been many studies
in which flow is generated in cylinders of different dimensions, connected
either in series[9] or in networks intended
to represent porous media.[10] Here, however,
we are interested in the effect of the surfaces BC and DE of the membrane
on electroosmotic flow within the cylindrical pore, and any boundaries,
AB and EF, of the external reservoirs are so far away that they can
be neglected.
Figure 1
Cylindrical pore CD, of length h and
radius a with surface charge density σc ,
passing through the membrane with surface charge density σm on the two surfaces BC and DE. The reservoirs on either side
of the membrane are large (b ≫ a). The pore and reservoirs are axisymmetric about the z axis.
Cylindrical pore CD, of length h and
radius a with surface charge density σc ,
passing through the membrane with surface charge density σm on the two surfaces BC and DE. The reservoirs on either side
of the membrane are large (b ≫ a). The pore and reservoirs are axisymmetric about the z axis.We shall allow the surface charge
density σm on
the membrane to differ from the charge density σc on the wall of the cylindrical pore. There have been previous detailed
studies of the effect of a discontinuity in surface charge density
on electroosmosis.[11,12] The fine details of the charge
cloud and fluid motion around such a discontinuity will be lost by
the simple models presented here. They are, of course, fully taken
into account in the numerical computations discussed in section 3.In section 2.2, we
set up the approximate
analysis of end effects and compare results to those obtained from
full numerical computations. The analysis is presented from first
principles, but it can alternatively be set within the framework of
the reciprocal theorem, as explained in section 2.6. The agreement between the approximate analysis and full
computation is, in general, good, except for large Debye lengths κ–1 ≫ a. In section 4, we consider this case in more detail in order
to evaluate how much of the charge cloud due to the charged walls
of the cylindrical pore lies within the pore and how much spills out
beyond the ends of the pore. When this overspill is taken into account,
the agreement between the computations and the approximate model is
improved.
Composite Electroosmotic Coefficient
Pore Geometry
The axisymmetric geometry
that we are considering is shown in Figure 1. We use cylindrical polar coordinates (r,z), with the z axis along the axis of symmetry
and z = 0 at the midpoint
of the cylindrical pore, the ends of which are at z = ±h/2. When h = 0, we shall
also use oblate spherical coordinates (ξ,η), withwhere −∞ <
ξ < ∞
and 0 ≤ η < π/2.The cylindrical pore
and the reservoirs at either end are filled with liquid with electrical
conductivity Σ and viscosity μ. The wall CD of the cylindrical
pore is charged, with uniform surface charge density σc , and the surface charge density over the membrane surfaces,
BC and DE, is σm. The electrical permittivity ϵ of the membrane will be typically much smaller
than the permittivity ϵ of the liquid, and we assume ϵ = 0. We assume that the reservoir boundaries
AB and EF are uncharged and at infinity. We shall occasionally refer
to the surface potential ζ, which will not, in general, be uniform,
but which is required to be small, with ζ ≪ kT/e, where e is the elementary charge
and kT the Boltzmann temperature. The electrical
potential ϕ0 within the equilibrium charge cloud
therefore satisfies the linearized Poisson–Boltzmann equation
so thatwhere κ–1 is the Debye
length, and the charge density in the equilibrium charge cloud is
The Applied Electric Field
The applied
electric field is E = −∇χ, where
the potential χ satisfies the Laplace equationwith gradientnormal to the walls of the membrane and of
the cylindrical pore. In z > 0, the electric potential
far from the membrane is χ = ϕ1/2, and the
potential far from the membrane in z < 0 is χ
= −ϕ1/2.When the membrane thickness h = 0, the potential can be expressed explicitly as[13]On the plane of the membrane, within the circular
opening,The liquid within the pore has
electrical
conductivity Σ; we have assumed that surface charge density
(and hence the density of charge in the cloud of counterions) is small,
so that surface conductivity may be neglected. Indeed, if the mobilities
of the various ionic species are identical, then the surface conductivity
due to the mobile charge cloud given by the linearized model (2) at O(eζ/kT) is zero. The total electric current Im flowing through the hole in the membrane is thereforeIf h > 0, then we assume
that the potential within
the cylindrical pore varies linearly and approximate the potential
within the pore asas would be expected in the absence of any
end effects. The potential in z > h/2 is approximated by that outside a membrane (with a hole) of zero
thicknesswith χ(r,z) = −χ(r,–z). This approximation (9) and (10) is continuous at z = ±h/2 where the potential is assumed
to be ±ϕ2/2 across the entire width of the opening
(by eq 7). The as yet unspecified potential
ϕ2 is
determined by requiring continuity of the electrical current at z = ±h/2. The current Ic through the cylindrical pore isand the electrical current through the reservoir
in z > h/2 is, by eq 8,Equating Ic (11) and Im (12), we findThis computation suggests that the system
can be treated as two resistors in series, with composite resistanceHowever, this estimate
assumes a uniform potential
over the ends of the pore at z = ±h/2, and we have effectively inserted thin, perfectly conducting sheets
over the pore ends. Removal of these sheets can only increase the
resistance and hence Rcomp is an underestimate
for the true total resistance Rtot. Figure 2a shows Rtot/(aΣ) computed numerically by means of the Freefem++
finite element package,[14] together with Rcomp/(aΣ). The difference
is small and is shown in Figure 2b.
Figure 2
(a) Nondimensional
Ohmic resisistance R/(aΣ)
of a hole of radius a in a membrane
of thickness h, as a function of h/a. Solid line, Rtot/(aΣ) computed numerically; dashed line, the
approximation Rcomp/(aΣ) (14). (b) The difference (Rtot – Rcomp)/(aΣ).
(a) Nondimensional
Ohmic resisistance R/(aΣ)
of a hole of radius a in a membrane
of thickness h, as a function of h/a. Solid line, Rtot/(aΣ) computed numerically; dashed line, the
approximation Rcomp/(aΣ) (14). (b) The difference (Rtot – Rcomp)/(aΣ).
Electroosmosis through an Infinite Cylindrical
Pore
We assume throughout this article that the perturbation
of the equilibrium charge cloud by the applied electric field and
by fluid motion is negligibly small. The force acting on the ions
in the charge cloud due to the applied electric field −∇χ
is therefore −ρ0∇χ.The
equilibrium potential within an infinite cylindrical pore isIn the absence of any end effects, if the
electric field E0 = −ϕ2/h is applied along the length of the cylindrical
pore, then the fluid velocity is[15]and the
total electroosmotic volumetric flow
rate is[2]where the electroosmotic
coefficientThe total
current through the cylindrical
pore is Ic (11),
so the ratio between volume flux and current is
Electroosmosis through a Membrane (h = 0)
It was shown by Mao et al.[1] that if
the equilibrium charge density is ρ0, the imposed
electric field is E = −∇χ
and the fluid velocity generated by a pressure difference p1 across a pore (of arbitrary geometry) isthen the reciprocal
theorem[16] for Stokes flows can be used
to show that electroosmotically
generated volumetric flow rate through the pore iswhere the integral is over all the fluid.The fluid velocity generated by the pressure difference p1 across a circular hole in a membrane of zero thickness
isAn explicit expression
for Gm(r,z) is available,[1,16] and the potential χ is
given by eq 6. The charge density in the equilibrium
charge cloud around a membrane
of zero thickness is[1]which
consists of the charge density adjacent
to a uniform charged surface, from which has been subtracted the charge
density around a uniformly charged disk. The integral (21) can be evaluated numerically,[1] and the electroosmotic flow rate through a hole in a membrane of
zero thickness can be expressed in the formwherewithThe ratio of the electroosmotic volume flux Qme to the electrical current Im iswherewithFigure 3 shows a log–log plot of
results for Hm/H0 obtained by Mao et al.[1] The continuous
line shows the analytic result (21) obtained
via the reciprocal theorem, and the asymptote (25) for aκ ≪ 1 is indicated.
Figure 3
Electroosmotic
coefficient Hm, scaled
by H0 (26), for
a membrane of thickness h = 0, as a function of aκ. Solid line, analytic result (21); dashed line, asymptote (25) for aκ ≪ 1; triangles, full PNP numerical computation
(h = 0). The dot–dashed line shows Hm/H0 = 6/(aκ) with the expected slope for large aκ. Squares and circles show electroosmotic coefficients H/H0 for nonzero membrane thickness h > 0, computed by numerical integration of the full
PNP
equations: solid circles, h/a =
0.06; open squares, h/a = 0.1.
Electroosmotic
coefficient Hm, scaled
by H0 (26), for
a membrane of thickness h = 0, as a function of aκ. Solid line, analytic result (21); dashed line, asymptote (25) for aκ ≪ 1; triangles, full PNP numerical computation
(h = 0). The dot–dashed line shows Hm/H0 = 6/(aκ) with the expected slope for large aκ. Squares and circles show electroosmotic coefficients H/H0 for nonzero membrane thickness h > 0, computed by numerical integration of the full
PNP
equations: solid circles, h/a =
0.06; open squares, h/a = 0.1.The membrane has zero thickness,
so there is always a region near
the edge of the pore where the Debye length κ–1 cannot be considered small compared with h; Smoluchowski’s
analysis for thin charge clouds, which would predict H = 6H0/(aκ) if
ζm took the uniform value ϵκσm, therefore, cannot automatically be invoked when aκ ≫ 1. However, if we set up a local coordinate s indicating distance from the edge of the pore, then both
the electric potential χ (6) and the fluid
velocity Gm (22) vary
as s1/2 when s ≪ a (i.e., near the pore edge). The charge cloud density ρ0 decays over a length scale κ–1, and
only counterions of membrane surface charge within a distance κ–1 from the edge contribute to ρ0 within
the hole. The contribution of the edge to the integral (21) is therefore O((aκ)−1), as was similarly found for the electrophoretic
velocity of a charged disk.[17] We therefore
expect Hm ∼ H0/(aκ) when aκ ≫ 1. The data in Figure 3 do not extend
to sufficiently high values of aκ to allow
us to estimate the asymptote with any accuracy, and for the figure,
we simply indicate the line Hm/H0 = 6/(aκ) suggested
by the Smoluchowski analysis. A similar reduction in the broadside
electrophoretic velocity of a disk below the value predicted by Smoluchowski
was noted by Sherwood and Stone.[17] Individual
points in Figure 3 indicate results obtained
from full numerical solutions of the Poisson–Nernst–Planck
equations in a symmetric electrolyte at low applied potential and
low surface charge. In the computations, the length of the reservoirs
in the z direction was equal to their radius b, with b = max(10a,10κ–1). Other details of the computations are reported
in section 3.
Composite
Electroosmotic Coefficient Hcomp
When h > 0, it
is natural to suppose that the electric field outside the membrane
pumps fluid toward the cylindrical pore at a rateand the electric field within the cylindrical
pore pumps fluid through the pore at a rateHowever, in general, Qme (30) and Qce (31) differ, and a pressure ±p2/2 builds up at z = ±h/2 (i.e., at the entrance and exit to the cylindrical pore)
in order to ensure that the volumetric flow rate is continuous. We
now determine this pressure p2.Consider a membrane of zero thickness (h = 0), with
pressure p = p1/2 (above
the reference ambient pressure) at infinity on the side z > 0 and with p = −p1/2 at infinity on the other side. The pressure within the
hole in the membrane isThe fluid velocity generated by the pressure
difference p1 across the membrane is u = p1Gm (22), and the corresponding volumetric flow
rate is[16]If h > 0, then we approximate
the pressure field
in the fluid in much the same way as we approximated the electrical
potential within the fluid: we patch a linearly varying pressure p(z) within the cylindrical pore to the
pressure field outside a membrane of zero thickness, and we take the
pressure over the two ends z = ±h/2 of the cylindrical pore to be ±p2/2. Thus, the pressure within the pore is approximated asthe fluid velocity within the pore
isand the volumetric
flow rate within the pore
isOutside
the cylindrical pore, the fluid velocity
is now assumed to bewith u(r,z) = −u(r,–z) and u(r,z) = u(r,–z). The volumetric
flow rate outside the membrane is nowWe have ensured that the
pressure (but not
the fluid velocity or the volumetric flow rate) is continuous across
the ends z = ±h/2 of the
cylindrical pore.When an electric field generates an electroosmotic
velocity, the
volumetric flow rates within the cylindrical pore and outside the
membrane are identical if p2 is such that Qmh + Qme = Qch + Qce ,
i.e., ifBut the pressure at infinity is zero in the
electroosmotic problem, so p1 = 0, and
ϕ2 is given by eq 13. Henceand the total electroosmotic flow
isAn alternative derivation of this
approximate
composite Hcomp (41) is given in the next section.Inserting into eq 41 the various estimates
for Gm (38), Gc (36), Rm (8), and Rc (11), we obtainFor small h/a, the approximate composite Hcomp is
larger than Hm ifExperimental arrangements sometimes involve
measurements at fixed current, and a coefficient Kcomp that gives the electroosmotic flux per unit current
is therefore useful. This quantity may be obtained readily from eqs 11, 13, and 41which changes from Km when h = 0 to Kc when h ≫ a.
Composite Electroosmotic Coefficient Hcomp Derived via the Reciprocal Theorem
We now show
that approximations to the electric potential χ
and pressure-driven velocity G within a pore of nonzero
length h > 0, when inserted into the integral
expression
(21) for the electroosmotic volume flux, lead
to an approximate electroosmotic coefficient identical to Hcomp (42) obtained in
the previous section.We have already shown that we may approximate
the electric potential by a composite potential (9) and (10) of the formWe now create a similar approximation
for
the fluid velocity for flow through a membrane of thickness h subjected only to a pressure drop p1 but no applied potential drop. We suppose that in z > h/2 the fluid velocity is given
by
eq 37, corresponding to flow outside a membrane
of zero thickness, and that within the cylindrical pore the fluid
velocity is given by eq 35. Continuity of the
volumetric flow rates (36) and (38) at the entrance to the cylindrical pore requires that the
pressure ±p2/2 at the two ends of the pore satisfiesso thatHence, our approximation to the fluid velocity
is u = Gp1,
withThe (small) errors
involved in this approximation
are discussed by Dagan et al.[18]We
now use approximations (45) and (48) in integral (21) in order
to compute the electroosmotic volumetric flow rate. But the integration
splits naturally into an integral over the cylindrical pore and an
integral over the regions outside the membrane. The integral over
the cylindrical pore is exactly the integral required to determine
the electroosmotic flow rate Hc (17) in a cylinder, and the integral outside the membrane
is exactly that required to determine Hm (24). Hence, the integral yields the composite
electroosmotic flow rateidentical to (41), obtained
in section 2.5 by elementary methods.
Predictions of the Composite Electroosmotic
Coefficient
Figure 4 shows Hcomp (42) as a function
of h/a for four different values
of aκ, with σm = σc. Also shown are the results of full numerical computations
based on the Poisson–Nernst–Planck equations[1] and described in section 3. The coefficient Hc (17) is proportional to h–1 and is very large when the pore length h is small,
leading to a large electroosmotic coefficient Hcomp. The action of the electric field acting on charge confined
within the cylindrical pore is much more efficient at creating fluid
motion than is the weaker electric field acting on charge outside
the pore. We see that for aκ ≥ 1 the
approximate analysis captures the main features of the full numerical
results, and it is clear from (42) that it also
has the correct limits as h/a →
0 and h/a → ∞. However,
it is also evident from Figure 4d that the
theory is unsatisfactory when aκ ≪ 1.
Figure 4
Electroosmotic
coefficient H scaled by H0 (26) for σm = σc , as a function of h/a, for (a) aκ = 10, (b) aκ
= 2, (c) aκ = 1, and (d) aκ = 0.1. Solid line, Hcomp (42); solid circles, full PNP numerical computation.
Electroosmotic
coefficient H scaled by H0 (26) for σm = σc , as a function of h/a, for (a) aκ = 10, (b) aκ
= 2, (c) aκ = 1, and (d) aκ = 0.1. Solid line, Hcomp (42); solid circles, full PNP numerical computation.The results of Figure 4 are presented in
terms of the coefficient Kcomp (44) in Figure 5. Both Kcomp and the full numerical results now increase
monotonically with h, with a final end point Kcomp = Kc that is
independent of h when h ≫ a. Figure 5, like Figure 4, shows that the theory leading to Kcomp is inadequate when aκ ≪
1. We discuss this limit in section 4, where
we shall show that when aκ ≪ 1 some
of the charge cloud of ions that neutralizes the surface charge on
the cylindrical wall of the pore spills out of the ends of the pore,
where it is less effective at generating electroosmotic flow. The
scenario is shown schematically in Figure 6.
Figure 5
Results of Figure 4, presented in terms
of the electroosmotic coefficient K = HRtot scaled by K0 (29) for σm = σc ,
as a function of h/a, for (a) aκ = 10, (b) aκ = 2, (c) aκ = 1, and (d) aκ = 0.1. Solid
line, Kcomp (44); solid circles, full
PNP numerical computation.
Figure 6
When the Debye length κ–1 is large compared
with the pore radius a, the cloud of counterions
associated with the charged cylindrical wall of the pore spills out
of the ends of the pore.
Results of Figure 4, presented in terms
of the electroosmotic coefficient K = HRtot scaled by K0 (29) for σm = σc ,
as a function of h/a, for (a) aκ = 10, (b) aκ = 2, (c) aκ = 1, and (d) aκ = 0.1. Solid
line, Kcomp (44); solid circles, full
PNP numerical computation.When the Debye length κ–1 is large compared
with the pore radius a, the cloud of counterions
associated with the charged cylindrical wall of the pore spills out
of the ends of the pore.
Numerical Simulation
The time-independent
PNP–Stokes equations governing the
electrical potential ϕ, the ionic number density of the ith ionic species n (i = 1, ..., N), the fluid
velocity u and fluid pressure p arewhere z is the valence of the ith ionic species and
ω is its mobility. Here, we restrict
our attention to the case N = 2, with z1 = −z2 = 1.We used a finite volume numerical scheme to solve the system of
coupled eqs 50–53 in the axisymmetric geometry depicted in Figure 1. Thus, we considered a cylindrical pore of radius a and length h connecting two large cylindrical
reservoirs of radius b. The lengths of AB and EF
in our simulation were also taken to be b, which
was kept much larger than either a or the Debye length
κ–1 so that the reservoirs were effectively
infinite.
Boundary Conditions
At A and F, the
two ends of the reservoirs, ion concentrations were set equal to the
concentration in the bulk electrolyte (i.e., n = n∞); a potential
difference ΔV was applied across the system
by setting ϕ to ±ΔV/2, respectively,
at A and F, where the pressures were set equal to the bulk pressure, p = p∞. At AB and EF,
the side walls of the cylindrical reservoirs, the radial component
of the electric field, ionic flux, and velocity were all set to zero,
as was the tangential shear stress, in order to minimize the effect
of these boundaries. The last condition was imposed as the cylindrical
reservoirs merely represent a convenient computational domain; the
walls of the real physical reservoir are far enough away from the
pore to be essentially irrelevant. At the membrane and pore surfaces,
BC, CD, and DE, a no-flux condition was used for (51), and a no-slip condition was used for the flow. At solid–fluid
interfaces (with unit normal n̂), the electric
potential is continuous, but the normal component of the electric
field undergoes a jump, with [ϵE·n̂] = σm at BC and DE and [ϵE·n̂] = σc at CD.An electrohydrodynamic
solver was implemented to solve the system described above using the
OpenFOAM CFD library,[20] a C++ library designed
for computational mechanics. A structured mesh was constructed by
means of the polyMesh meshing tool within OpenFOAM. The grid was refined
near the membrane and pore surfaces to resolve the Debye layer. Grid
independence was checked in all cases by refining the grid and verifying
that the solution did not change within specified tolerances.For the finite volume discretization of the governing equations,
central differences were used for all diffusive terms in (51) and viscous terms in (52). A second-order upwind scheme was used for the convective terms
in (51). The discretized linear system was solved
using a preconditioned conjugate gradient solver if the matrix was
symmetric or a preconditioned biconjugate gradient solver if the matrix
was asymmetric.[21]An iterative scheme
was used to solve the PNP–Stokes equations.
Initially, the flow velocity was set to zero. Equations 50 and 51 were then solved sequentially
in a loop with under-relaxation (to ensure stability of the nonlinear
PNP system) until the absolute residual was smaller than a specified
tolerance, in our case, 10–6. The electric force
density −∇ϕ∑zen was then obtained from this solution
and used as an explicit external forcing in the solution of the incompressible
Stokes flow problem, (52) and (53), solved by means of the SIMPLE algorithm. The flow field
so computed was then substituted into (51),
and the PNP equations were solved again using the updated flow field.
An outer loop was constructed to iterate over the PNP loop and Stokes
flow module until the solution changed negligibly between two outer
iterations.Our main object of interest is the volumetric flux, Q. This was obtained by numerically integrating the axial
velocity
over the plane z = 0. At the low voltages employed,
the linear relation found between Q and ΔV leads to the electroosmotic coefficient H = Q/ΔV, shown as discrete
points in Figures 3–5 and 7. The amount of charge within
the pore was determined by numerical integration and used to obtain
the quantities hlost and hgained reported in Table 1.
Figure 7
(a) Electroosmotic coefficient H scaled by H0 (26) for σm = σc, as a function
of h/a, for aκ
= 0.1, including
the effect of overspilling charge clouds. Solid line, Hcomp (42), using Hc given by (96) and Hm given by (97); solid circles,
full PNP numerical computation (cf. Figure 4d, in which overspill was neglected). (b) The same results, presented
in terms of K = RtotH scaled by K0 (29). Solid line, Kcomp (44), using Kc = RcHc and Km = RmHm; solid circles, full computation (cf. Figure 5d).
Table 1
Charge Losta,c from the Ends
of a Charged Pore when
the Membrane Charge Density σm = 0, and the Charge
Gained Inside an Uncharged Pore (σ = 0) from the Charge Cloud Adjacent to the Charged Membrane Surfaceb,c
hlost/a
hgained/a
h/a
hκ
theory (73)
numerical
theory (86)
numerical
10.0
1.0
8.9186
8.9249
0.4081
0.4119
1.0
0.1
0.9953
0.9954
0.0455
0.0459
0.1
0.01
0.1000
0.1000
0.0046
0.0046
In terms of
an equivalent pore
length hlost (73).
In terms of an equivalent pore
length hgained (86).
aκ = 0.1.
Charge Overspill from the Ends of the Pore, aκ ≪
1
Overspill of Charge from the End of a Semi-Infinite
Pore
We consider a cylindrical pore of radius a, with surface charge density σc. When the Debye
length κ–1 ≫ a, the
equilibrium potential ϕ0 (15) in an infinitely long cylinder can be expanded aswhereThus,
the equilibrium potential ϕ0 and charge density ρ0 = −ϵκ2ϕ0 within
the charge cloud vary little over
the cross-section of the pore. On the other hand, if the cylinder
is not infinitely long and uniform, ϕ0 and ρ0 vary in the axial (z) direction with a length
scale κ–1. We can therefore consider the equilibrium
potential ϕ0 within the cylindrical pore to be a
function only of z.[19]We first consider a semi-infinite, charged cylindrical pore going
from z = 0 to z = ∞. The
equilibrium potential ϕ0 satisfies a one-dimensional
Poisson–Boltzmann equationThe solution that tends to the uniform potential
ϕ within the pore as z → ∞ far from the pore end at z =
0, isfor some unknown constant A. The charge density within the charge cloud inside the pore is −ϵκ2ϕ0, and when the cylindrical pore is infinite
(and hence uniform) the charge per unit length in the charge cloud
is −πa2ϵκ2ϕ = −2πσca, equal and opposite to the charge
per unit length on the pore walls. When the pore is semi-infinite,
with a nonuniform charge cloud (57), the total
charge that is lost from within the pore isAt the end of the pore (z = 0), the potential
is ϕ = ϕ – A.In z < 0, the charge cloud
is no longer confined
by the walls of the cylindrical pore and spreads out radially: it
is no longer possible to assume that ϕ0 is a function
of z alone. We therefore need to solve the linearized
Poisson–Boltzmann equation in the half-space z < 0, with ϕ0 = ϕ – A over the region z = 0, r < a and ∂ϕ0/∂z = 0 on z = 0, r > a. At large distances from the end
of the pore, the potential decays as exp(−κR)/R, where R = (z2 + r2)1/2 is a
spherical polar coordinate, but in the important region R = O(a), the potential can be approximated
by the electrostatic potential corresponding to a solution of the
Laplace equation (i.e., κ = 0). Hence, from (6),To relate
the potential (59) to the amount of charge in
the overspilling charge cloud
(in z < 0), we note that the charge on one side
of a charged disk at uniform potential (ϕ – A) in unbounded space is q = 4aϵ(ϕ – A). Alternatively, one can argue
that far from the plane z = 0, the spherical distance R ≈ a cosh ξ, so
that the potential (59) is approximatelyIn a spherically symmetric geometry this field
corresponds to the far field around a point charge of magnitude 8aϵ(ϕ – A), and the total surface charge on one side of the disk
is q = 4aϵ(ϕ – A), in agreement with
the charge obtained by considering the capacitance of the disk. The
charge in the overspill charge cloud in z < 0
is equal and opposite to q and is thereforeBut the
total charge (61) in the overspill outside the
end of the pore must be equal to the
charge (58) that has been lost from within the
pore. Henceso thatand the potential at the end of the pore isThe charge that
has been lost from the end
of the pore is equivalent to the charge usually found in a pore of
lengthThe loss of charge implies that the combined
charge cloud and wall surface charge over a cross-section of constant z are no longer electrically neutral, as pointed out by
Baldessari and Santiago.[4,6]
Overspill
from the Two Ends of a Finite Pore
We can now perform the
same analysis for a pore that occupies the
region −h/2 < z < h/2. The equilibrium potential within the pore has the formwhere we have chosen the solution
that is
symmetric about the center of the pore at z = 0.
The charge that has been lost from within the pore isThe total
flux of electric
field through the two ends of the pore isComparing
(67) and (68), we conclude
that C = ϕ. The
potential over the ends of the pore
isThe total charge in the two overspill
charge
clouds is therefore, by (61),and
this must be equal to
the charge (67) lost from within the pore. HenceandThe total charge that has been lost (from
the two ends) is equivalent to a total lost lengthWe see from eqs 65 and 74 that when κh ≫ 1
the lost charge is twice that lost from a single end of a pore. We
also note that h – hlost > 0, and that when the
pore is short (κh ≪ 1) the amount of
charge remaining within the cloud within the pore is proportional
to
Overspill from the Membrane
Surface into the
Pore
If the cylindrical pore itself is uncharged, but the
membrane surfaces are charged, ions from the charge cloud adjacent
to the membrane surface are able to move into the ends of the pore.If the membrane has zero thickness, then the charge density ρ0 in the equilibrium charge cloud is given by (23), and both ρ0 and the potential ϕ0 = −ρ0/(ϵκ2) vary over the area of the pore. Nevertheless, we may work out the
mean potential over the circular porewhere, when aκ ≪ 1Thus, when the membrane has zero thickness
(and there is no cylindrical pore into which ions can escape) the
absence of surface charge over the area of the pore changes the average
potential over the opening from the value ϕ0 = σm/(ϵκ) due to a uniformly charged surface to βσm/(ϵκ), whereWe now consider the charge that leaks
into a pore of length h > 0 from the charge clouds
on either side of the membrane.
We suppose that the potential on the planes z = ±h/2 is perturbed by an amount D and becomesWithin the pore,
the potential obeys the one-dimensional
Poisson–Boltzmann equation (52), with
solutionand the additional charge
within the pore
isOutside the pore, the perturbed
potential
(80) is associated with a total additional charge
(61)on the two sides of the membrane. But the
total change in charge caused by this redistribution must be zero,
i.e., qin + qout = 0. Hencei.e.The total
charge qin = −qout (83) that leaks into the pore
at the two ends corresponds to the charge
inside a uniformly charged cylinder with surface charge density σm, of lengthThus, hgained (86) is smaller than hlost (73) by a factor aκβ/2. We can compare predictions (73) and (86) against results obtained from full numerical solution
of the nonlinear Poisson–Boltzmann equation with either σm = 0 and aeσc/(ϵkT) = aκeζc/(kT) = 0.00273 or σc =
0 and aeσm/(ϵkT) = 0.00273: results for aκ = 0.1 are given
in Table 1. We see
that there is excellent agreement between the numerical computations
and the analysis presented above.In terms of
an equivalent pore
length hlost (73).In terms of an equivalent pore
length hgained (86).aκ = 0.1.
Composite Electroosmotic Coefficient
We first consider how the electroosmotic coefficients Hc and Hm are modified by the
overspill of the charge cloud from inside the cylindrical pore to
outside the membrane. If a uniform electric field of strength E = −ϕ1/h is applied
between the ends of the pore, then the Navier–Stokes equations
for steady flow yield the axial velocity profileso that the volumetric flow rate isBut Q is independent of z (by incompressibility), and the difference in pressure p between the two ends of the capillary is zero. Hence,
integrating (90) along the length h of the cylindrical pore and noting that the total amount of charge
in the charge cloud remaining within the pore is 2πaσc(h – hlost), we findwhich may be compared to the result
(18b) which ignores overspill. The charge cloud
outside
the pore is enhanced by the overspill and becomes (in z > 0)with
the final term [ϕ–B cosh (κh/2)],
corresponding to the overspill charge cloud (72), being approximately valid in a volume O(a3) around the pore, but invalid at large distance O(κ–1) from the pore, where the
exponential decay of the charge density is not captured by the solution
(59) of the Laplace equation. The volumetric
flow rate through a pore of zero thickness created by a potential
difference ϕ1 is given by the integral (21) and was shown by Mao et al.[1] to bewhereHence, the electroosmotic
flow rate Q = Hmϕ1 due
to the charge cloud outside the membrane is modified, and Hm becomesIf σm is comparable to σc , then we saw
in section 4.3 that the change in the charge
within the pore
due to the charge cloud outside the membrane entering the pore is O(aκ) smaller than the loss of charge
from the charge cloud within the pore to the regions outside the membrane.
However, this contribution can be included with very little effort
and becomes important in the limit h → 0,
when the gain (87) in charge within the pore
from the outside surface charge density σm is proportional
to hgained ∝ h, whereas the charge cloud (due to σc within the
pore) remaining within the pore is proportional to h – hlost ∝ h2, by (76). The electroosmotic coefficient Hc for the cylindrical pore (91) becomesand the electroosmotic coefficient Hm for the charge cloud outside the membrane
(95) becomesNow
that Hc (96) and Hm (97) have
been corrected for the effects of overspill in the two directions,
they can be inserted into expression (42) for
the composite electroosmotic coefficient Hcomp. Results are shown in Figure 7a, together with full numerical solutions of the
Poisson–Nernst–Planck equations. We see that the agreement
between theory and computation is much better than when overspill
is ignored (Figure 4d). Charge overspill or
underspill causes the total charge of mobile ions within the pore
to differ from what might be expected on the basis of net electroneutrality
of the pore. Thus, the driving force is modified, leading to deviations
from the calculated result that ignores such effects. The “lost
length” hlost in (96) restores this effect. Figure 7b shows
the results of Figure 7a expressed in terms
of K, rather than H, and there is
again good agreement between the theoretical Kcomp and full numerical results.(a) Electroosmotic coefficient H scaled by H0 (26) for σm = σc, as a function
of h/a, for aκ
= 0.1, including
the effect of overspilling charge clouds. Solid line, Hcomp (42), using Hc given by (96) and Hm given by (97); solid circles,
full PNP numerical computation (cf. Figure 4d, in which overspill was neglected). (b) The same results, presented
in terms of K = RtotH scaled by K0 (29). Solid line, Kcomp (44), using Kc = RcHc and Km = RmHm; solid circles, full computation (cf. Figure 5d).Note that when h ≪ κ–1 the effective length of the cylindrical pore h–hlost ≈ πaκ2h/2, by (76). The approximation
(96) for Hc is therefore
dominated by the term hgained and gives Hc ∼ πa4κβσm/(8hμ), with Hc/Hm ∼ 3πaβ/(8h).
We conclude from (43) that Hcomp is a decreasing function of h near h = 0, as seen in Figure 7a.
Concluding Remarks
The analysis presented here shows
that it is possible to use simple
analyses based on continuity of volumetric flow rate and electric
current to estimate electroosmotic end effects in a charged cylindrical
pore traversing a membrane of thickness h > 0.
Note
that we have made repeated use of the assumption that surface charge
densities, and corresponding zeta potentials, are small. We have not
only worked with the linearized Poisson–Boltzmann equation
(2), but have also used superposition to combine
various contributions to the charge clouds due to overspill of the
clouds from one region (inside/outside the pore) to the other. At
high potentials, it would also be necessary to keep track of the fluxes
of individual ion species, rather than simply ensuring that the total
electrical current is continuous.[9]The assumption of small potentials also justifies our neglect of
other nonlinear electrokinetic effects such as induced charge electroosmosis
(ICEO),[22,23] which can produce vortices in the vicinity
of sharp corners[24] or near rapid constrictions
in channels[25] when the permittivity of
the solid ϵ > 0. However, numerical
solutions confirm the expectation that the flow rate is only weakly
affected by such vortices, particularly under conditions of small
potentials.[26]In recent experiments[27−31] on nanopores, potential differences Δϕ ∼ 0–200
mV were applied across the pore. Here, we have assumed that Δϕ
≪ ζ, where ζ itself is assumed small in comparison
with the thermal voltage kT/e ∼
25 mV. Thus, our results can only be expected to describe the initial
linear part of the current–voltage and flow–voltage
characteristics, even though numerical simulations seem to show[26] that this linear regime extends to applied voltages
∼100 mV.Finally, we point out that the correction factor
β (79) reminds us that the hole in the
charged membrane
removes a circular region of surface charge and reduces the equilibrium
potential at the entrance to the pore. The introduction of β
< 1 improved the agreement between theoretical and numerical results
for hgained in Table 1. However, the analysis is not rigorous, since the equilibrium
potential across the hole is not uniform. The O(1
– β) correction to the equilibrium potential corresponds
to an O(1 – β) correction to the charge
density ρ0. If we use this in the integral expression
(93) in order to determine a correction to the
electroosmotic flow rate through a membrane of zero thickness, then
the analysis suggests that the correction to the leading order result
(25) for aκ ≪
1 should be O((aκ)2), whereas investigation of the difference (seen in Figure 3) between numerical results and the asymptote (25) indicates additional corrections O((aκ)2 ln aκ).
Authors: Christopher A Merchant; Ken Healy; Meni Wanunu; Vishva Ray; Neil Peterman; John Bartel; Michael D Fischbein; Kimberly Venta; Zhengtang Luo; A T Charlie Johnson; Marija Drndić Journal: Nano Lett Date: 2010-08-11 Impact factor: 11.189
Authors: Grégory F Schneider; Stefan W Kowalczyk; Victor E Calado; Grégory Pandraud; Henny W Zandbergen; Lieven M K Vandersypen; Cees Dekker Journal: Nano Lett Date: 2010-08-11 Impact factor: 11.189
Authors: Nadanai Laohakunakorn; Benjamin Gollnick; Fernando Moreno-Herrero; Dirk G A L Aarts; Roel P A Dullens; Sandip Ghosal; Ulrich F Keyser Journal: Nano Lett Date: 2013-10-23 Impact factor: 11.189