enough compared with the pore size [2]. The relation is only valid at low Re numbers few units) where v is a local velocity, jk is of order of
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1 La The Revue Phys. Appl. 21 (1986) 5358 JANVIER 1986, 53 Classification Physics Abstracts An experimental measurement of permeability of deformable porous media A. Ambari (*), C. Amiel, B. GauthierManuel and E. Guyon Laboratoire H.M.P., ERA 1000, E.S.P.C.I., 10 rue Vauquelin, Paris Cedex 05, France (Reçu le 20 juin 1985, révisé le 30 août, accepté le 20 septembre 1985) Résumé perméabilité d objets poreux fragiles tels que des gels ou des agrégats formés par flocculation ou sur la surface d un filtre doit être mesurée en présence d écoulements suffisamment faibles pour ne pas perturber la structure poreuse. Nous avons développé une méthode de mesure différentielle de perméabilité. Nous montrons une application de cette technique à la mesure de perméabilité d un gel chimique au long de la réaction de gélation Abstract permeability of tenuous porous objects such as gels or aggregates formed by flocculation or on a filter surface must be measured in presence of sufficiently weak flows not to perturb solid structure. We have developed of differential permeability technique which we apply to study of formation of a chemical gel in time. 1. Introduction The flow of a viscous fluid through a porous medium and, more generally, study of transport properties within se media is of considerable interest. On fundamental side, se properties belong to general class of problems of transport in random geometries which is object of many present studies. On applied one, porous media problems are met in various fields of science : hydrology (partially and fully saturated soils, spread of polluants); assisted recovery in oil fields ; chemical engineering (filters, chromatography on gels, heterogeneous catalysis) ; in biophysics (transport across membranes). A first geometrical characteristic of a porous system is porosity 0 which is volume fraction of voids. The specific area S (area/unit volume) is accessible from adsorption isorms (both parameters can also be determined from sterological studies on random cuts if medium is homogeneous and isotropic). However parameters do not characterize fully pore size and, in particular its connectivity. The permeability k introduced by H. Darcy [1] more than one century ago is a geometrical coefficient (homogeneous to a (length)2) which relates average flow rate per unit area in a permeable medium, Q, to an applied pressure gradient for a fluid ofviscosity (*) Also at Ecole Hassania des Travaux Publics et des Communications, B.P. 8108, Casablanca/Oasis, Maroc. This linear relation is obtained from a complex averaging of viscous flow, as described by Stokes equation, through médium ; average is taken on a representative elementary volume still large enough compared with pore size [2]. The relation is only valid at low Re numbers (Re 03C1~k.03C5/~ a few units) where v is a local velocity, jk is of order of a pore size. A number of empirical relations relate permeability to geometrical characteristics of porous medium. The most classical one is Kozeny Carman [3] formula which can be established for a random network tubes having a tortuosity, y, along average flow direction (y is a ratio of lengths and can be estimated from measurement of conductance of an insulating porous material filled with a conducting fluid). where a ko y2 is so called «Kozeny constant», ko is a «shape factor». For a packed bed ce i 5 and S 6/Dp, where Dp is particle diameter. The relation (2) applies well for a variety of regular porous media although it has no absolute validity. In a simple version, K oc 4Jm, of KozenyCarman relation m can vary, depending on porous material, between 1.2 and 3! The permeability can be easily deduced from measurements of flow rate and applied pressure gradient across a sample large with respect to representative elementary volume. However classical methods apply only to consolidated or at least rigid Article published online by EDP Sciences and available at
2 Schematic The 54 porous media where solid structure is not modified across it. In this article we consider by fluid flowing opposite case of tenuous porous structures (such as gels or weak aggregates formed by flocculation or on surface of a filter) for which we have developed an original differential method on principle above. The experimental techniques are presented in part 2 and illustrated by showing experimental results on calibrated millipore filters and, more extensively, on permeability variation during a gelation transition. An extensive account and discussion of solgel critical permeability is presented in a distinct publication [5]. Let us recall however some properties of solgel transition which will be necessary to understand result of this illustrative experiment Gels form a particular class of porous media [6, 7]. They appear in many living systems ( cristalline of eye) but ir broadest range of occurrence is clearly food structures where y combine advantage of a weak, easily deformable, mechanical structure toger with a strong holding power for liquid substances held into il It is thus of interest to study both mechanical properties and permeability ( holding power) of such materials. Quite generally [4], polymeric gels are formed from tridimensional reticulation of polymeric chains (branched polymers). For low concentrations, only finite size polymeric clusters appear in solution ( sol phase). Above a critical degree of reticulation (or time tc in chemical gels) a gel forms. The critical properties of solgel transition around tc have been described using percolation statistics [4] (and more recently of cluster aggregation). Using an original magnetic sphere rheometer equipment [8], we have studied divergence of il(t) as tc is approached from below and progressive onset of elasticity above tr. It turns out that, quite generally (this is also true for electrical resistance of a solid), viscosity and elasticity, despite simplicity of ir measurements, are not simple quantities to characterize in relation with microscopic structures. On or hand, permeability provides a deep insight in structure of branching of polymers taking place during gelation. In weakly connected gels, re is a large correlation length 03BE (ç should diverge at tc) which gives mesh size of gel structure holding polymeric solution. We can expect it to relate to k by k ç2. The porosity should be of order of 1 if we consider that amount of polymer is only a few percents of total solution. Similarly a tortuosity y 1 is expected A simple generalization of relation (1) would give : where 1(t) is critical viscosity due to large fmite clusters. However it is expected from percolation models that divergence of ç2 should be larger than that of 11 and consequently that permeability of a gel should approach zero at tc. However discussion can be extended beyond solgel transition problem. In well formed gels, Weiss et al. [6] have shown that permeability was a good way to explore heterogeneity of pore structure (in Stokes flow, pressure head ratio for two tubes of same length with radii differing by a factor of 2 is of 16). Thus heterogeneity of pore sizes should reveal itself in permeability [9]. This is particularly important for weak structures which have heterogeneous and some time fractal pore structures. 2. Experimental method. 2.1 AIM OF THE EXPERIMENT. The measurement of permeability of a non deformable porous medium is fairly simple and can be obtained from a variation of flow rate versus applied pressure gradient for one or a series of liquids of known Newtonian However deformable porous structures viscosity. cannot support shear stresses coming from applied Vp without deformation. Gels are one example of such structures. In deformable porous membranes, k can also depend on applied pressure. In addition we want to limit amount of fluid passing through medium during measurement to avoid introducing external fluids which can modify chemically nature of branched polymer structure (effects of swelling) or to empty partially medium, which would lead to formation of meniscus in system and to additional forces. Most of all, introduction of an external liquid in gel during its formation would modify reaction rate. A differential method satisfies best above requirements. 2.2 SET up. figure 1 gives a schematic description of experimcnt A gel sample of height H 2 cm is contained within upper part of a leak proof cell E made of two superimposed cylinders of Fig. 1. of expérimental technique discussed in chapter 2 ; E cell containing gel in upper part (above filter) and surrounded by a rmal regulating bath. The level of solvent can be modified using CCI, which f1l1s rest of cell and tube assemblies. Connections of reservoirs R1, R2 and capillary tube are made using valves V1, V 2.
3 The Signal 55 diameters D 3.5 cm separated by a fine screen (a metallic teflon coated grid plus a millipore filter). The screen supports porous medium. The lower part of E is filled with a denser fluid (support liquid) in contact with gel. The liquid (CC 4 for gel experiment with polyacrylamide) is non miscible with polymer solution. The cell is temperature controlled by an outer water circulation to adjust reaction rate and solvant viscosity which both vary appreciably which temperature. The lower part of E is connected to a vertical calibrated capillary tube C by a teflon line and a three way valve V1. The tube C is also connected to two wide reservoirs R1 and R2 which can be connected separately with capillary using a second three way valve V2. The level of support liquid pratically does not vary in each reservoir when y are put in contact with narrow capillary tube C (diameter d 0.5, 1.0 or 2.0 mm). Still, d is large enough in order that, when C is connected with cell E, relaxation of hydrostatic unbalance (measured initially by ho) is controlled by permeability of porous material and not by viscous stresses in capillary. The procedure is a follows : a) initially R1, R2, C and E are in communication. The level of support liquid is adjusted to be just at lowest level of porous medium ; b) communications between R1 and R2 and C and E are suppressed. The reservoirs R1 and R2 are respectively displaced by a small height ho above and below equilibrium level (ho is chosen to avoid any furr appreciable hydrostatic stress on gel) ; c) C is put in contact with R 1 (or R2);, d) finally C is isolated from R1 and R2 and connected with E. The level of support liquid in capillary relaxes practically to initial equilibrium level as ratio of diameter D of E to d is large ; e) measurements are made in a sequence R1, R2, Ri... to keep level of liquid in gel fixed and to avoid chemical or interfacial effects with air or with support liquid fluid and air is formed on sensitive element of a spot follower device (Sefram Graphispot). As displacement of this spot follower is horizontal, a couple of plane mirrors transforms vertical displacement of meniscus in an horizontal one. Using a light black particle floating on top surface of meniscus provides a more contrasted image for spot follower device. The mechanical displacement is coupled with a precision potentiometer. The resulting voltage signal proportional to h(t) is digitized and stored in a microcomputer before being processed The processing technique of exponential decay law with an unknown base line makes use of algorithm which we describe in part 4. A simpler experiment just uses analog recording function of spot follower to obtain exponential variation. 3. Experimental results. We first checked technique using comercially available filters of graded permeability. In particular we used two millipore filters when permeability k,,,. was given (millipore catalog 1982; p. 33). The table gives catalog characteristics and results of present experiment : characteristic decay time constant as given from data of figure 2 and experimental permeability kex 2. 3 PERMEABILITY MEASUREMENT. The dynamics of relaxation of level of capillary during step can be easily obtained, when it is controlled uniquely by permeability of porous medium k, by expressing conservation of flow rate and applying Darcy relation. One gets where p is density of support liquid which gives restoring bulk hydrostatic force Vp ; q is viscosity of liquid within gel. 2.4 OPTICAL DETECTION. crucial feature in experiment is continuous measurement of height h(t) of liquid in capillary. The 10 time magnified image of meniscus between support Fig. 2. recording in linear and logarithmic plot giving relaxation of capillary level (see schematic of h(t) curve in Fig. 1) obtained for a 0.6 gm millipore filter (i 2.9 s). The agreement for small permeability filters is excellent On or hand for larger permeabilities agreement is poorer. On one hand, accuracy on mean pore size dimension as given by
4 Same 56 furnisher is poorer on larger filter 8 gm ± 1.8 jum than for small one. More importantly, re are experimental limitations in study of short time constants T. A first one is limitation of time follower which constant of present graphispot could however be replaced by an or optical detection. In addition capillary time constant is found to be equal to te ( L)/(03C1gd2) ~ 0.3 s; where L ~ 10 cm is length of supporting liquid (CCI4) in capillary, 110 and p are respectively viscosity and.density of this liquid. The use of larger diameter capillaries would reduce this unaccuracy for samples of larger permeabilities. As a second example of application of technique, we present measurements on critical permeability of gels. A more detailed description of experiment and discussion of critical effects of gelation found in reference [5]. can be In study of gels we used ratio K k/~ to characterize permeability as this is a ratio characteristics of material which enters equations (1) and (5) (in fact quantity K was used as a definition of permeability in Darcy s work). We have followed variation of K occurring during radicalar copolymerization of acrylamide with NN methylene bisacrylamide in aqueous solution. The total concentration of monomers (acrylamide + bisacrylamide) is 3 % w/w and ratio of bisacrylamide to acrylamide is 2.7 %. The initiator is ammonium persulphate (c 0.3 % w/w). At beginning of experiment all components, previously prepared in separated solutions, are mixed in cell E which had been previously filled by a packed bed of solid grains (diameter 0.3 mm) of permeability (estimated to ~ kb 10 cm ) much larger than that of 8 gm millipore filter used as a lower support (see table above). This bed is used to «arm» gel as it forms, and to prevent its deformation in first stage of gelation which would strongly perturb critical measurements. The time of this operation is taken as origin of time scale t. A typical record of fluid level h(t) in capillary obtained at t s (a little above critical time tc) for solgel transition is drawn in figure 3. Notice that h(t) oc V(t) where V(t) is voltage obtained on precision potentiometer described in paragraph 2.4. The fit of variation by an exponential decay law gives a relaxation time equal to r 4.8 s. From this value, permeability K is found to be about 3 x 10 CM4 s1 dyn 1. Let us notice that prefactors involved in relation (5) between K and T do not vary with time so that evolution of s is same as that of K1. On or hand, as re is a ratio of 500 between surface of capillary and flow cell, and initial difference of level ho is taking equal to 5 mm, displacement of liquid level in polymeric medium is about 10 ktm. This very low value allows us to investigate permeability during crosslink formation of gel avoiding just destruction of medium as well as keeping level of solvant always above gel. The filter thickness is equal to 150 gm and lower front between polymer solution and CC 4 always remains within filter. On figure 4, decay time oc K 1 is plotted versus time t. The relaxation time is quite constant during first stage of copolymerization. It measures ratio K of permeability of suspending bed of particles + that of millipore filter to viscosity of sol (solution + polymeric clusters). The ratio remains constant up to a few percent of gelation time. As we approach solgel transition we observe a strong increase of r due to a critical increase of viscosity of sol flowing Fig. 3. as figure 2 for a gel just above gel part at t s (r 4.8 s).
5 Variation phase indicate a critical time constant variation and relaxation time of gel which is of order of o.l s at 1 % of tc [10]. The shear rate is 03C5/03BE ~ 1.s1 ; consequently we expect a weak viscoelastic behaviour near solgel transition. 4. Computation of i. We must calculate time constant i and amplitude a of function 57 y a exp( t/03c4) + b. (6) The classical method using a linear regression on logarithm of function does not work because value of base line b is unknown. The statistical solution (least squares type method) has serious shortcomings : convergence of calculus is too long, principally if baseline is unknown ; accuracy of result is not easy to evaluate ; quality factor is not a suwicient test to insure that fit is good We propose in this paper a new method which avoids previous problems and is easy to adapt to any microcomputer. Consider two quantities Ic, ls defined by Fig. 4. of relaxation time r during gelation. One observes schematically three différent regimes : increase of i observed up to immediate vicinity of tc (point A) in figure is due to that of viscosity of sol. Above point B it it is due to strong decrease of gel permeability. Finite size effects are seen in intermediate time scale (when correlation length of polymer system is larger than sustaining grain size). calculation gives in porous medium ending around a time te s (defined from rounded maximum in Fig. 4). Above this time we observe an anomaly followed by a second even more rapid increase ofr. The range of anomaly around te can be tentatively associated with fact that, when size of largest clusters measured by correlation length 03BE becomes larger than average pore size of granular suspending material, we expect a «cross over» to a new regime where permeability of cluster starts to control permeability k. The sharp increase observed a little above te corresponds to a regime where mesh size of gel becomes smaller than that of suspending medium and where its decrease as gelation proceeds controls very fast decrease of permeability (or increase of T values). We have not addressed problem of viscoelasticity which could manifest itself by a dependence of flow rate versus pressure head and could be due to deformation of fmite clusters or of gel lattice under shear. Experiments using a sphere vibrating at finite frequency in sol and ratio Ic/Is is directly related to time 03C4 T is a fixed value of time which corresponds, for example, to last experimental point of measure. The time constant r is deduced from ratio of two integrals Ic, I.. The amplitude value a is calculated from one of two equations (9) and (10). This method has many advantages : result is independent from baseline because two following quantities are null result is relatively independent of noise : this method uses principle of synchroneous detection.
6 58 We have tested this method with a computer (commodore 8032). The experimental signal y(i) is simulated with n points of exponential function y(i) x exp( il30) + 500; integrals are evaluated by trapezoïdale rule. The calculus requires 19 s for a signal of 100 points, and gives amplitude and time relaxation with an accuracy of 0.1 %; n we have add random noise to signal and accuracy of result is equal to 2 % with a noise equal of 10 % of amplitude of signal. 5. Conclusion. We have presented an original differential permeability technique applicable to weak porous objects. We demonstrated its use on example of solgel transition of a chemical gel as reticulation of polymeric network proceeded. The technique by itself cannot give a detailed geometrical information on gel structure because it mixes up properties of gel and of solute (solution of clusters of finite size). However it can be coupled with direct elastic measurements on gel, viscous one on sol phase below te as well as with direct experiments using calibrated microscopic particles within gel which can probe its correlation length (mesh size). On or hand, experiments give a direct measurement of a property of direct interest for food industry as k/~ measures holding property of gel under an applied pressure (yoghurt, gellies,...). There are many or possible applications of present system to practical systems. One of most fascinating ones is study of permeability of tenuous granular structures as can be formed in sedimentation of flocculating particles or in «cakes» formed at surface of a filter. The structures formed by aggregation are often fractals (such are gels near te) and can be easily destroyed under weak stresses ; in particular ir mechanical strength decreases as ir size increase because, due to ir fractal nature, ir density decreases with size [11]. It is thus of large interest to study ir permeability property using a weakly perturbing method such as described here. Acknowledgments. The authors are indebted to Prof. P.G. de Gennes for suggesting idea of investigation of solgel transition by permeability, and for helpful discussions. We would also thank Dr R. Audebert, J. F. Joanny, J. Prost for helpful discussions. References [1] DARCY, H., Les fontaines publiques de la Ville de Dijon (Dolmont, Paris) In this original work, ratio (k/ ~) was considered as permeability Darcy permeability. The permeability k should be called specific permeability. [2] SLATTERY, J. C., Momentum, Energy and Mass transfer in continua (Mc GrawHill) [3] DULLIEN, F. A. L., Porous Media : Fluid transport and pore structure (Academic Press) 1979, p [4] DE GENNES, P.G., Scaling concepts in polymer physics (Ithaca, NY, Cornell University Press) [5] GAUTHIERMANUEL, B., AMBARI, A., ALLAIN, C., AMIEL, C., Polymer Comm., 26 (1985) 210. [6] WEISS, N., VAN VLIET, T. and SILBERBERG, A., J. Polym. Sci. 17 (1979) WEISS, N. and SILBERGERG, A., in Hydrogels for medical and related applications, ACS Symposium Series 31 (1976) 69. [7] TANAKA, T., MOCKER, L. D. and BENEDEK, B. G., J. Chem. Phys. 59 (1973) 151. [8] GAUTHIERMANUEL, B., GUYON, E., J. Physique Lett. 41 (1980) L503. [9] Groupe Poreux P.C., Scaling concepts in porous media, ed. R. Pynn (Plenum, London) [10] GAUTHIERMANUEL, B., ALLAIN, C. and GUYON, E., C.R. Hebd. Séan. Acad. Sci. Série II 296 (1983) 217. [11] CATES, M. E., Phys. Rev. Lett. 53 (1984) 926. KANTOR, Y. and WITTEN, T. A., J. Physique Lett. 45 (1984) L675.
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