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614 S. Datta et al. Electrophoresis 2006, 27, 611–6195 Results of computationFigure 2 shows the electroosmotic mobility m eof normalizedby the reference mobility m refeoffor Case A. Thesequantities are def<strong>in</strong>ed <strong>in</strong> Section 2 and may be calculatedus<strong>in</strong>g the formulas presented <strong>in</strong> Section 3. The monotonic<strong>in</strong>crease of m eof /m refeof <strong>with</strong> z 1/z 0 is expected, s<strong>in</strong>ce a higher<strong>zeta</strong>-potential corresponds to higher slip velocities. Thesensitivity of the <strong>flow</strong> to changes <strong>in</strong> z 1 /z 0 depends on theaspect ratio c/b, decreas<strong>in</strong>g <strong>with</strong> <strong>in</strong>creas<strong>in</strong>g values of c/b.This is because when c/b is large, the face <strong>with</strong> the differentz potential, z = z 1 is further removed from the bulk ofthe solution and consequently has a smaller effect on theoverall fluid flux. The numerical results agree very well<strong>with</strong> the theory. This is to be expected, s<strong>in</strong>ce when thereare no axial variations at all, the asymptotic solutionbased on “slow” axial variations becomes exact.The dimensionless form of the negative pressure gradientp , (def<strong>in</strong>ed by Eq. 3) is shown <strong>in</strong> Fig. 3 for Case B. The p calculated from the asymptotic theory us<strong>in</strong>g Eq. (8) is also<strong>in</strong> good overall agreement. Figure 4 shows the correspond<strong>in</strong>gmobility data m eof /m refeofboth for Case B as wellas Case C as a function of the dimensionless parameteraL. The asymptotic theory is expected to be reliable untilabout a , (2p)/(2b), that is, for aL , 2p(L/2b) ^ 120, and<strong>in</strong>deed this is consistent <strong>with</strong> Fig. 4.Figure 3. Dimensionless negative pressure gradient (p )as a function of x/2b for Case B. The curves labelled “a”,“b” and “c” are obta<strong>in</strong>ed for aL = 115.13, 23.03 and 12.79,respectively. The symbol “o” denotes the numericallycalculated result and the solid l<strong>in</strong>e denotes the correspond<strong>in</strong>gresult from asymptotic theory.Figures 5 and 6 show the normalized pressure gradient,p , for the long (l = L) and short (l = L/10) wavelengthcases of Case D <strong>with</strong> Dz/z 0 = 0.5. The short wavelengthFigure 4. <strong>Electroosmotic</strong> mobility for Case B, <strong>in</strong>dicatedas curve (a) and for Case C <strong>in</strong>dicated as curve (b) as afunction of aL. The symbol “o” denotes the numericallycalculated result and the solid l<strong>in</strong>e denotes the correspond<strong>in</strong>gresult from asymptotic theory.Figure 2. <strong>Electroosmotic</strong> mobility for Case A as a functionof z 1 /z 0 for various aspect ratios c/b. The curveslabelled “a”, ”b”, “c”, “d” and “e” are obta<strong>in</strong>ed for aspectratio c/b = 0.25,0.5,1, 2 and 4, respectively. The symbol“o” denotes the numerically calculated result and thesolid l<strong>in</strong>e denotes the correspond<strong>in</strong>g result from asymptotictheory.case corresponds to l = L/10 = 4b, so that the lubricationapproximation is only marg<strong>in</strong>ally satisfied. In both caseshowever the <strong>in</strong>duced pressure gradient is very accuratelypredicted. Figures 7 and 8 show the normalized velocityu/u 0 (Panel A) at four different axial locations <strong>in</strong>dicated bythe symbols <strong>in</strong> Figs. 5 and 6. In the long wavelength case,the agreement <strong>with</strong> the theory is excellent but <strong>in</strong> the shortwavelength case, slight discrepancies – of the order of1% – is seen.© 2006 WILEY-VCH Verlag GmbH & Co. KGaA, We<strong>in</strong>heim www.electrophoresis-journal.com


Electrophoresis 2006, 27, 611–619 CE and CEC 615If Eq. (6) is used to evaluate c and the computed numericalresults are used for u and p <strong>in</strong> Eq. (13), then thisquantity, which can be given the physical mean<strong>in</strong>g of“pressure driven part of the <strong>flow</strong> per unit pressure gradient”is a useful quantity to compare <strong>with</strong> theory. Indeed,<strong>in</strong> the lubrication limit, u p is expected to be <strong>in</strong>dependent ofeveryth<strong>in</strong>g but the <strong>channel</strong> geometry and should be givenby Eq. (5). Panel B <strong>in</strong> Figs. 7 and 8 compares u p extractedfrom the data [Case D <strong>with</strong> Dz/z 0 = 0.5] <strong>in</strong> this way <strong>with</strong> Eq.(5). In both cases there is collapse of the data onto thecurve, though the agreement is much better <strong>in</strong> the longwavelength limit (Fig. 7) compared to the short wavelengthcase (Fig. 8). S<strong>in</strong>ce the smallness of l/(2b) is ameasure of the accuracy of the lubrication approximation,this is consistent <strong>with</strong> expectations.Figure 5. Dimensionless negative pressure gradient (p )as a function of x/2b for Case D <strong>with</strong> l = L and Dz/z 0 = 0.5.The dots <strong>in</strong>dicate numerically calculated results and thesolid l<strong>in</strong>e corresponds to the calculation based onasymptotic theory. The po<strong>in</strong>ts marked *, n, e and udenote the streamwise locations x/2b = 3.3,8.9,11.1,16.7for which velocity profiles are <strong>in</strong>dicated by the correspond<strong>in</strong>gsymbols <strong>in</strong> Fig. 7.Figure 9 is the same as Panel B <strong>in</strong> Figs. 7 and 8 exceptthat we vary the amplitude of the s<strong>in</strong>e wave <strong>in</strong> Case Dwhile keep<strong>in</strong>g the wavelength fixed at l = L/5. The amplitudeDz/z 0 is varied from 0.25 to 4. The quantity u p def<strong>in</strong>ed<strong>in</strong> Eq. (13) is plotted as a function of z/(2b) for y = 0 at twoaxial locations: x/2b = 9.8,10.3. The theoretical curve,Eq. (5) is shown by the solid l<strong>in</strong>e. The collapse of the dataonto the theoretical curve is very good, even though theamplitude Dz/z 0 is not small. This is to be expected, s<strong>in</strong>cethe lubrication theory is based on long axial length scales,not small fluctuations <strong>in</strong> z. The deviation from the lowestorder asymptotic theory however does depend on theamplitude, and generally the error <strong>in</strong>creases <strong>with</strong> theamplitude of the fluctuations. This is <strong>in</strong>deed what is seen<strong>in</strong> Fig. 9.It is easily verified from Eq. (7) that for Case D, the fluctuat<strong>in</strong>gpart of the <strong>zeta</strong>-potential does not contribute to thevolume flux of fluid. Thus, for Case D, we expect m eof /m refeof= 1. This was <strong>in</strong>deed observed <strong>in</strong> all cases run for Case D.Deviations from unity only appeared <strong>in</strong> the third or fourthdecimal places and consequently could not be dist<strong>in</strong>guishedfrom numerical truncation errors.Figure 6. Same as Fig. 5 except that l = L/10 and correspond<strong>in</strong>gvelocity profiles are <strong>in</strong> Fig. 8.Equation (4) <strong>in</strong> Section 3 could be easily <strong>in</strong>verted (not<strong>in</strong>gthat if p does not depend on y and z then p = p) and written<strong>in</strong> the form:u p ¼ m eE 0c dp 1u(13)4pm dxIn Figs. 10–12 the symbols <strong>in</strong>dicate the computed velocityprofiles for Case E at several axial locations for l/(2b) =1, 1/3 and 1/12. In Panel A the computed solution iscompared <strong>with</strong> the lubrication theory result, Eq. (5). It isseen that while for l/(2b) = 1 there is reasonably goodagreement, the accuracy of the lubrication solutionrapidly deteriorates <strong>with</strong> decreas<strong>in</strong>g values of l/(2b). Inparticular, when l/(2b) = 1/12, the lubrication solution isnot even qualitatively correct. For such short wavelengthoscillations <strong>in</strong> the z potential, the velocity perturbation isconf<strong>in</strong>ed to a narrow region next to the <strong>wall</strong>. S<strong>in</strong>ce <strong>in</strong> theshort wavelength case one would expect that thepresence of the side <strong>wall</strong>s at y = 6b would be irrelevant,one might expect that b ? ? might be a more usefulapproximation than the lubrication limit <strong>in</strong> describ<strong>in</strong>g thissituation. Fortunately, an exact analytical solution isknown for Stokes <strong>flow</strong> between parallel plates <strong>in</strong> the <strong>in</strong>f<strong>in</strong>itelyth<strong>in</strong> EDL limit [10]. In Panel B of Figs. 10–12 thecomputed solution is compared <strong>with</strong> the solution repre-© 2006 WILEY-VCH Verlag GmbH & Co. KGaA, We<strong>in</strong>heim www.electrophoresis-journal.com


616 S. Datta et al. Electrophoresis 2006, 27, 611–619Figure 7. Panel (A) shows thestreamwise velocity profiles u(y= 0, z)/u 0 for Case D <strong>with</strong> l = Land Dz/z 0 = 0.5 as a function ofz/(2b). Panel (B) shows the correspond<strong>in</strong>gu p (y = 0, z)/(2b) 2 . Thesymbols: *, n, e and h, denotenumerically calculated profilesat the streamwise locations<strong>in</strong>dicated <strong>in</strong> Fig. 5. The solid l<strong>in</strong>erepresents the correspond<strong>in</strong>gprofiles obta<strong>in</strong>ed from asymptotictheory.Figure 8. Same as Fig. 7 exceptthat l = L/10.sented by Eqs. (9), (27) and (28) of [10]. These equationsgive the stream function for the velocity perturbation for as<strong>in</strong>usoidal charge distribution <strong>in</strong> the cases where the s<strong>in</strong>ewaves on the upper and lower plates are (1) <strong>in</strong> phase and(2) out of phase. The present case of a s<strong>in</strong>gle chargedplate can be generated by a l<strong>in</strong>ear superposition of thesetwo solutions. It is seen that for l/(2b) = 1, the computedsolution agrees better <strong>with</strong> Ajdari’s parallel plate solutionthan the lubrication theory of Section 3. Further, as l/(2b)is further reduced, the agreement <strong>with</strong> lubrication theory© 2006 WILEY-VCH Verlag GmbH & Co. KGaA, We<strong>in</strong>heim www.electrophoresis-journal.com


Electrophoresis 2006, 27, 611–619 CE and CEC 617Figure 9. u p (0, z)/(2b) 2 on the planes x/2b = 9.8 and x/2b =10.3 for two different values of Dz/z 0 <strong>with</strong> l = L/5 <strong>in</strong> CaseD. The hollow and solid symbol of a given shape correspondsto Dz/z 0 = 0.25 and Dz/z 0 = 4, respectively. Theround symbol corresponds to u p (0,z) on the plane x/2b =9.8 and the triangular symbol corresponds to u p (0,z) onthe plane x/2b = 10.3.gets progressively worse while rema<strong>in</strong><strong>in</strong>g <strong>in</strong> excellentaccord <strong>with</strong> Ajdari’s solution. This is exactly the behaviorone would expect, s<strong>in</strong>ce the two theories are complementary<strong>in</strong> the sense that their respective zones ofasymptotic convergence are l (2b) (lubrication theory)and l (2b) (Ajdari’s solution).6 ConclusionNumerical simulations of the <strong>in</strong>compressible Navier-Stokes equations were performed <strong>in</strong> a <strong>rectangular</strong> duct<strong>with</strong> spatially vary<strong>in</strong>g <strong>wall</strong> <strong>zeta</strong>-potential, constant electricfield and zero pressure drop between <strong>channel</strong> <strong>in</strong>let andoutlet. The limit of <strong>in</strong>f<strong>in</strong>itely th<strong>in</strong> EDL was assumed so thatthe effect of the <strong>wall</strong> <strong>zeta</strong>-potential could be handled <strong>in</strong> asimple manner through the artifice of the Helmholtz-Smoluchowski “slip boundary conditions”. S<strong>in</strong>ce Debyelengths are typically on the order of 10 nm compared to a<strong>channel</strong> width of 20 — 100 mm this is usually an excellentapproximation <strong>in</strong> microfluidics. The effect of a spatialvariation of the <strong>wall</strong> <strong>zeta</strong> potential on the electroosmotic<strong>flow</strong> was studied. Exponential and s<strong>in</strong>usoidal axial variations<strong>in</strong> the <strong>wall</strong> <strong>zeta</strong> potential was exam<strong>in</strong>ed <strong>in</strong> the symmetric(all <strong>wall</strong>s have the same <strong>zeta</strong> potential at a givenaxial location) as well as nonsymmetric cases.Numerically calculated distributions of <strong>in</strong>duced pressuregradients, <strong>flow</strong> rates and velocity profiles were compared<strong>with</strong> the correspond<strong>in</strong>g analytical predictions based onlubrication theory <strong>with</strong> the objective of determ<strong>in</strong><strong>in</strong>g thelimits of validity of the lubrication approximation. It wasfound that even though lubrication theory has formalvalidity only when the characteristic length scale for axialvariations is much larger than the <strong>channel</strong> width, the predictedresults were accurate to <strong>with</strong><strong>in</strong> a few percent evenwhen the characteristic length scale was of the sameorder as the <strong>channel</strong> width. When fluctuations on aFigure 10. Panel (A) shows thestreamwise velocity profiles u(y= 0, z) for Case E <strong>with</strong> l/(2b) = 1,c/b = 0.2 and Dz/z 0 = 0.1 as afunction of z/(2b) compared <strong>with</strong>the theoretical values calculatedus<strong>in</strong>g Eq. (4). Panel (B) showsu(y = 0,z) compared <strong>with</strong> thetheoretical results presented byAjdari [10]. The symbols: *, n, eand h denote numericallycalculated profiles at thestreamwise locations x/2b =0.1,0.2,0.6,0.7. The solid l<strong>in</strong>erepresents the correspond<strong>in</strong>gprofiles obta<strong>in</strong>ed from the relevanttheory.© 2006 WILEY-VCH Verlag GmbH & Co. KGaA, We<strong>in</strong>heim www.electrophoresis-journal.com


618 S. Datta et al. Electrophoresis 2006, 27, 611–619Figure 11. Same as Fig. 10except that l/(2b) = 1/3.Figure 12. Same as Fig. 10except that l/(2b) = 1/12.scale smaller than the <strong>channel</strong> width is considered, lubricationtheory fails. This is also consistent <strong>with</strong> earlierstudies of cyl<strong>in</strong>drical capillaries [2]. The observed accuracyof lubrication theory, even when the formal conditionsfor its validity are only marg<strong>in</strong>ally satisfied, is veryencourag<strong>in</strong>g because it suggests that lubrication theorycould be used for obta<strong>in</strong><strong>in</strong>g analytical solutions for a widevariety of problems <strong>in</strong> microfluidics.© 2006 WILEY-VCH Verlag GmbH & Co. KGaA, We<strong>in</strong>heim www.electrophoresis-journal.com


Electrophoresis 2006, 27, 611–619 CE and CEC 619This “better than expected” performance however is neithersurpris<strong>in</strong>g nor rare among asymptotic theories. In anasymptotic approximation, one only knows how the errorscales <strong>with</strong> the expansion parameter but not the magnitudeof the error itself [12]. Examples of asymptotic approximationsexist on both sides of the spectrum: thosethat are accurate beyond all expectations as well as somethat are so <strong>in</strong>accurate as to be essentially useless forpractical purposes.SG was supported by the NSF under grant CTS-0330604.NAP was supported by the NSF through the CAREERaward (CTS-0134546)7 References[1] Batchelor, G. B., An Introduction to Fluid Dynamics, CambridgeUniversity Press, New York 1973, pp. 219–222.[2] Ghosal, S., J. Fluid Mech. 2002, 459, 103–128.[3] Ghosal, S., Anal. Chem. 2002, 74, 71–775.[4] Ghosal, S., Electrophoresis 2004, 25, 214–228.[5] Long, D., Stone, H. A., Ajdari, A., J. Coll. Int. Sci., 1999, 212,228–349.[6] Morrison, F. A. Jr, J. Coll. Int. Sei. 1970, 34, 45–54.[7] Patankar, S.V., Numerical Heat Transfer and Fluid Flow,Hemisphere Publish<strong>in</strong>g Corporation, Wash<strong>in</strong>gton 1980,p. 126.[8] Patankar, N. A., Hu, H. H., Anal. Chem. 1998, 70, 1870–1881.[9] Stone, H. A., Stroock, D. A., Ajdari, A., Ann. Rev. Fluid Mech.2004, 36, 381–411.[10] Ajdari, A., Phys. Rev. E, 1996, 53, 4996–5005.[11] Versteeg, H. K., Malalasekera, W., An Introduction to ComputationalFluid Dynamics: The F<strong>in</strong>ite Volume Method,Prentice Hall, Harlow 1995, pp. 203–205.[12] Van Dyke, M., Perturbation Methods <strong>in</strong> Fluid Mechanics, TheParabolic Press, Stanford 1975, pp. 30–32.© 2006 WILEY-VCH Verlag GmbH & Co. KGaA, We<strong>in</strong>heim www.electrophoresis-journal.com

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