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Abstract

Gas diffusion through nonporous membranes is a concentration gradient driven process, which is generally well described by Fick’s first law (Crank 1975)

$$J = - D\nabla c,$$
(3-1)

where D is the diffusion coefficient and c refers to the local gas or penetrant concentration. For unidirectional diffusion through a flat membrane, Eq. (3-1) can be written for species i as (Crank 1975)

$${J_i} = - {D_i}({c_1})\frac{{d{c_i}}}{{dx}},$$
(3-2)

where D i (c i ) indicates that the diffusion coefficient can be dependent on the local composition of penetrant i.

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References

  • Anand, J. N., S. E. Bales, D. C. Feay, and T. O. Jeanes. 1989a. Tetrabromo bisphenol based poly-carbonate membranes and method of using. U.S. Patent 4,840–646.

    Google Scholar 

  • Anand, J. N., D. C. Feay, S. E. Bales, and T. O. Jeanes. 1989b. Semi-permeable membranes consisting predominantly of polycarbonates derived from tetrahalobisphenols. U.S. Patent 4,818–254.

    Google Scholar 

  • Antonson, G. R., R. J. Gardner, C. F. King, and D. Y. Ko. 1977. Analysis of gas separation by permeation of hollow fibers. Ind. Chem. Process Des. Dev. 16(4):463.

    Article  CAS  Google Scholar 

  • Barba, T. A., W. J. Koros, and D. R. Paul. 1988. Gas sorption in polymers based on bisphenol-A. J. Polym. Sci. Polym. Phys. Ed. 26:729.

    Article  Google Scholar 

  • Barbari, T. A., W. J. Koros, and D. R. Paul. 1989. Polymeric membranes based on bisphenol-A for gas separations. J. Membr. Sci. 42:69–86.

    Article  CAS  Google Scholar 

  • Barrer, R. M. 1937. Nature of diffusion in polymers. Nature 140:106.

    Article  CAS  Google Scholar 

  • Barrer, R. M., J. A. Barrie, and J. Slater. 1958. Sorption and diffusion in ethyl cellulose. Part III. Comparison between ethyl cellulose and rubber. J. Polym. Sci. 27:177.

    Article  CAS  Google Scholar 

  • Barrer, R. M. 1984. Diffusivities in glassy polymers for the dual mode sorption model. J. Membr. Sci. 18:25.

    Article  CAS  Google Scholar 

  • Barrie, J. A. 1968. Water in polymers. Chap. 8 in Diffusion in Polymers ed. J. Crank and G. S. Park. New York: Academic Press.

    Google Scholar 

  • Bearman, R. J. 1961. On the molecular basis of some current theories of diffusion. J. Phys. Chem. 65:1961.

    Article  CAS  Google Scholar 

  • Billmeyer, F. W. 1971. Textbook of Polymer Sci-ence 2. New York: Wiley-Interscience.

    Google Scholar 

  • Bixler, H. J., and O. J. Sweeting. 1971. The Science and Technology of Polymer Films Vol. II, p. 85, ed. O. J. Sweeting. New York: John Wiley and Sons.

    Google Scholar 

  • Breck, D. W. 1974. Zeolite Molecular Sieves. New York: John Wiley and Sons.

    Google Scholar 

  • Chan, A. H., W. J. Koros, and D. R. Paul. 1978. Analysis of hydrocarbon gas sorption and transport in ethyl cellulose using the dual mode sorption/partial immobilization models. J. Membr. Sci. 3:117.

    Article  CAS  Google Scholar 

  • Chern, R. T., W. J. Koros, H. B. Hopfenberg, and V. T. Stannett. 1983a. Reversible isopentaneinduced depression of carbon dioxide permeation through polycarbonate. J. Polym. Sci. Polym. Phys. Ed. 21:753.

    Article  CAS  Google Scholar 

  • Chern, R. T., W. J. Koros, E. S. Sanders, S. H. Chen, and H. B. Hopfenberg. 1983b. Implications of the dual mode sorption and transport models for mixed gas permeation. In ACS Symp. Ser. No. 233, Industrial Gas Separations ed. T. E. Whyte, C. M. Yon, and E. H. Wagener, pp. 47–73. Washington, DC: American Chemical Society.

    Google Scholar 

  • Chern, R. T., W. J. Koros, E. S. Sanders, and R. E. Yui. 1983e. Second component effects on sorption and permeation of gases in glassy polymers. J. Membr. Sci. 15:157.

    Article  CAS  Google Scholar 

  • Chern, R. T., W. J. Koros, H. B. Hopfenberg, and V. T. Stannett. 1984. Selective permeation of CO2and CH4through Kapton®polyimide: Effects of penetrant competition and gas phase nonidealities. J. Polym. Sci. Polym. Phys. Ed. 22(6):1061.

    Article  CAS  Google Scholar 

  • Chern, R. T., W. J. Koros, H. B. Hopfenberg, and V. T. Stannett. 1985. Material selection for membrane-based gas separations. In ACS Symp. Ser. No. 269 Materials Science of Synthetic Membranes ed. D. R. Lloyd, pp. 25–45. Washington, DC: American Chemical Society.

    Google Scholar 

  • Chiou, J. S., J. W. Barlow, and D. R. Paul. 1985. Plasticization of glassy polymers by CO2. J. Appl. Polym. Sci. 30:2633.

    Article  CAS  Google Scholar 

  • Chueh, P. L., and J. M. Prausnitz. 1967. Vapor-liquid equilibria at high pressures: Calculation of partial molar volumes in nonpolar liquid mixtures. AIChE J. 13(6):1099.

    Article  CAS  Google Scholar 

  • Coleman, M. R., and W. J. Koros. 1990. Isomeric polyimides based on fluorinated dianhydrides and diamines for gas separation applications. J. Membr. Sci. 50:285.

    Article  CAS  Google Scholar 

  • Crank, J. 1975. The Mathematics of Diffusion. 2. Clarendon: Oxford.

    Google Scholar 

  • Ekiner, O. M., and G. Vassilatos. 1990. Polyara-mide hollow fibers for hydrogen/methane separation: spinning and properties. J. Membr. Sci. 53:259–273.

    Article  CAS  Google Scholar 

  • Erb, A. J., and D. R. Paul. 1981. Gas sorption and transport in polysulfone. J. Membr. Sci. 8:11.

    Article  CAS  Google Scholar 

  • Fleming, G. K. 1987. Dilation of silicone rubber and glassy polycarbonates due to high pressure gas sorption. Ph.D. diss., University of Texas at Austin.

    Google Scholar 

  • Fleming, G. K., and W. J. Koros. 1986. Dilation of polymers by sorption of carbon dioxide at elevated pressures: 1. Silicone rubber and unconditioned polycarbonate. Macromol. 19:2285–2291.

    Article  CAS  Google Scholar 

  • Flory, P. J. 1969. Principles of Polymer Chemistry. Ithaca, NY: Cornell University.

    Google Scholar 

  • Frisch, H. L., D. Klempner, and T. Kwei. 1971. Modified free volume theory of penetrant diffusion in polymers. Macromol. 4:237.

    Article  Google Scholar 

  • Fujita, H. 1961. Diffusion in polymer diluent systems. Fortschr. Hochpolym. Forsch. 3:1.

    Article  CAS  Google Scholar 

  • Fujita, H. 1968. Organic vapors above the glass transition temperature. In Diffusion in Polymers ed. J. Crank and G. S. Park. New York: Academic Press.

    Google Scholar 

  • Fujita, H., A. Kishimoto, and K. Matsumoto. 1960. Concentration and temperature dependence of diffusion coefficients for systems polymethyl acrylate and n-alkyl acetates. Trans. Faraday Soc. 56:424.

    Article  CAS  Google Scholar 

  • Hakuta, T., K. Haray, K. Obata, Y. Shindo, N. Ito, and H. Yoshitome. 1986. The use of membranes in the Japanese “C1” chemistry programme. In Proc. 4th BOC Priestley Conf.,p. 1:281.

    Google Scholar 

  • Hayes, R. A. 1987. Polyimide gas separation membranes. U.S. Patent 4,705–540.

    Google Scholar 

  • Hayes, R. A. 1988a. Polyimide gas separation membranes. U.S. Patent 4,717–393.

    Google Scholar 

  • Hayes, R. A. 1988b. Polyimide gas separation membranes. U.S Patent 4,717–394.

    Google Scholar 

  • Hayes, R. A. 1989. Polyimide gas separation membranes. U.S. Patent 4,838–900.

    Google Scholar 

  • Hellums, M. W. 1990. Gas sorption and permeation in a series of polycarbonates. Ph.D. diss., University of Texas at Austin.

    Google Scholar 

  • Hoshay, A., and L. M. Robeson. 1976. Sulfonated polysulfone. J. Appl. Polym. Sci. 20:1885.

    Article  Google Scholar 

  • Horiuti, J. 1931. On the solubility of gas and coefficient of dilation by absorption. Sci. Papers Inst. of Phy. and Chem. Res. (Tokyo) 19: 1655.

    Google Scholar 

  • Hwang, S. T., C. K. Choi, and K. Kammermeyer. 1974. Gaseous transfer coefficients in membranes. Sep. Sci. 9:461.

    Article  CAS  Google Scholar 

  • Ichiraku, Y., S. A. Stern, and T. Nakagawa. 1987. An investigation of the high gas permeability of poly(1-trimethylsilyl-1-propyne). J. Membr. Sci. 34:5.

    Article  CAS  Google Scholar 

  • Jeanes, T. O. 1989. Gas separation membranes derived from polycarbonates, polyesters, polyester-carbonates containing tetrafluoro bisphenol-F. U.S. Patent 4,851–014.

    Google Scholar 

  • Jordan, S. M. 1988. The effects of carbon dioxide exposure on the permeability behavior of silicone rubber and glassy polycarbonates. Ph.D. diss., University of Texas at Austin.

    Google Scholar 

  • Jordan, S. M., G. K. Fleming, and W. J. Koros. 1990. Permeability of carbon dioxide at elevated pressures in substituted polycarbonates. J. Polym. Sci. Polym. Phys. Ed. 28:2305.

    Article  CAS  Google Scholar 

  • Jordan, S. M., W. J. Koros, and G. K. Fleming. 1987. The effects of CO2exposure on pure and mixed gas permeation behavior: comparison of glassy polycarbonate and silicone rubber. J. Membr. Sci. 30:191.

    Article  CAS  Google Scholar 

  • Jordan, S. M., and W. J. Koros. 1990. Permeability of pure and mixed gases in silicone rubber at elevated pressures. J. Polym. Sci. Polym. Phys. Ed. 28:795.

    Article  CAS  Google Scholar 

  • Kim, T. H. 1988. Gas sorption and permeation in a series of aromatic polyimides, Ph.D. diss., University of Texas at Austin.

    Google Scholar 

  • Kim, T. H., W. J. Koros, G. R. Husk, and K. C. O’Brien. 1988. Relationship between gas separation properties of aromatic polyimides. J. Membr. Sci. 37:45.

    Article  Google Scholar 

  • King, C. J. 1980. Separation Processes 2. New York: McGraw-Hill Book Co.

    Google Scholar 

  • Koros, W. J. 1980. Model for sorption of mixed gases in glassy polymers. J. Polym. Sci. Polym. Phys. Ed. 18:981.

    Article  CAS  Google Scholar 

  • Koros, W. J., A. H. Chan, and D. R. Paul. 1977. Sorption and transport of various gases in poly-carbonates. J. Membr. Sci. 2:165.

    Article  CAS  Google Scholar 

  • Koros, W. J., and R. T. Chern. 1987. Separation of gaseous mixtures using polymer membranes. In Handbook of Separation Process Technology ed. R. W. Rousseau, pp. 862–953. New York: John Wiley & Sons.

    Google Scholar 

  • Koros, W. J., R. T. Chern, H. B. Hopfenberg, and V. T. Stannett. 1981. A model for permeation of mixed gases and vapors in glassy polymers. J. Polym. Sci. Polym. Phys. Ed. 19:1513.

    Article  CAS  Google Scholar 

  • Koros, W. J., and M. W. Hellums. 1989a. Gas separation membrane material selection criteria: differences for weakly and strongly interacting feed components. Fluid Phase Equilibria 53:339–354.

    Article  CAS  Google Scholar 

  • Koros, W. J., and M. W. Hellums. 1989b. Transport properties. Encyclopedia of Polymer Science and Engineering. 2nd. ed. (supplement volume), pp. 724–802. New York: John Wiley & Sons.

    Google Scholar 

  • Koros, W. J., and D. R. Paul. 1978a. CO2sorption in poly(ethylene terephthalate) above and below the glass transition. J. Polym. Sci. Polym. Phys. Ed. 16:1947.

    Article  CAS  Google Scholar 

  • Koros, W. J., and D. R. Paul. 1978b. Transient and steady state permeation in poly (ethylene terephthalate) above and below the glass transition. J. Polym. Sci. Polym. Phys. Ed. 16:2171.

    Article  CAS  Google Scholar 

  • Koros, W. J., and D. R. Paul. 1981. Observation concerning the temperature dependence of the Langmuir sorption capacity of glassy polymers. J. Polym. Sci. Polym. Phys. Ed. 19:1655.

    Article  CAS  Google Scholar 

  • Lansome, M., and W. F. Burgoyne. 1990. Effects of ortho substituent volume on gas permeability of polyimides. In Proc. 1990 Intl. Conf. on Membranes and Membrane Processes 20–24 August 1990, Chicago, IL, Vol. II, p. 809.

    Google Scholar 

  • Lee, W. M. 1980. Selection of barrier materials from molecular structure. Polym. Eng. Sci. 20: 65.

    Article  CAS  Google Scholar 

  • McCandless, F. P. 1972. Separation of binary mixtures of CO and H2 by permeation through polymeric films. Ind. Chem. Process Des. Dey. 11:470

    Article  CAS  Google Scholar 

  • McHattie, J. S., W. J. Koros, and D. R. Paul. 1991. Gas transport properties of polysulfones, part 1: role of symmetry of methyl group placement on biphenol rings. Polymer 32(5):840.

    Article  CAS  Google Scholar 

  • Meares, P. 1954. Diffusion of gases through poly-vinyl acetate. J. Am. Chem. Soc. 76:3415.

    Article  CAS  Google Scholar 

  • Michaels, A. S., and H. J. Bixler. 1961. Solubility of gases in polyethylene. J. Polym. Sci. 50:393.

    Article  CAS  Google Scholar 

  • Michaels, A. S., W. R. Vieth, and J. A. Barrie. 1963. Diffusion and solution of gases in poly(ethylene terephthalate). J. Appl. Phys. 34(1):13.

    Article  CAS  Google Scholar 

  • Mohr, J. M., D. R. Paul, T. E. Mlsna, and R. J. Lagow. 1991. Surface fluorination of composite membranes. part I. transport properties. J. Membr. Sci. 55:131.

    Article  CAS  Google Scholar 

  • Muruganandam, N., W. J. Koros, and D. R. Paul. 1987. Gas sorption and transport in substituted polycarbonates. J. Polym. Sci. Polym. Phys. Ed. 25:1999.

    Article  CAS  Google Scholar 

  • Paul, D. R., and W. J. Koros. 1976. Effect of partially immobilizing sorption on permeability and diffusion time lag. J. Polym. Sci. Polym. Phys. Ed. 14:675.

    Article  CAS  Google Scholar 

  • Puleo, A. C., D. R. Paul, and S. S. Kelly. 1989. The effect of degree of acetylation on gas sorption and transport behavior in cellulose acetate. J. Membr. Sci. 47:301.

    Article  CAS  Google Scholar 

  • Pye, D. G., H. H. Hoehn, and M. Panar. 1976a. Measurement of gas permeability of polymers. I. Permeabilities in constant volume/variable pressure apparatus. J. Appl. Polym. Sci. 20:1921.

    Article  CAS  Google Scholar 

  • Pye, D. G., H. H. Hoehn, and M. Panar. 1976b. Measurement of gas permeability of polymers. II. Apparatus of determination of mixed gases and vapors. J. Appl. Polym. Sci. 20:287.

    Article  CAS  Google Scholar 

  • Raucher, D., and M. D. Sefcik. 1983a. Gas transport and cooperative main chain motions in glassy polymers. In ACS Symp. Ser. No. 233 Industrial Gas Separations ed. T. E. Whyte, C. M. Yon, and E. H. Wagener, pp. 89–110. Washington, DC: American Chemical Society.

    Chapter  Google Scholar 

  • Raucher, D., and M. D. Sefcik. 1983b. Sorption and transport in glassy polymers. In ACS Symp. Ser. No. 233 Industrial Gas Separations ed. T. E. Whyte, C. M. Yon, and E. H. Wagener, pp. 111–124. Washington, DC: American Chemical Society.

    Chapter  Google Scholar 

  • Robeson, L. M. 1969. The effect of antiplasticization on secondary loss transitions and permeability of polymers. Polym. Eng. Sci. 9:277.

    Article  CAS  Google Scholar 

  • Rogers, C. E. 1965. Solubility and diffusivity. In Physics and Chemistry of the Organic State ed. D. Fox, M. M. Labes, and A. Weissberger, Vol. II, pp. 510–635. New York: Wiley-Interscience.

    Google Scholar 

  • Sada, E., H. Kumazawa, P. Xu, and M. Nishigaki. 1988. Mechanism of gas permeation through glassy polymer films. J. Membr. Sci. 37:165.

    Article  CAS  Google Scholar 

  • Sanders, E. S. 1988. Penetrant-induced plasticiza-tion and gas permeation in glassy polymers. J. Membr. Sci. 37:63.

    Article  CAS  Google Scholar 

  • Sanders, E. S., D. O. Clark, and J. A. Jensvold. 1989. Semi-permeable membranes with an internal discriminating region. U.S. Patent 4,772–392.

    Google Scholar 

  • Sanders, E. S., D. O. Clark, J. A. Jensvold, H. N. Breck, G. G. Libscomb, and F. L. Coan. 1988. Process for preparing POWADIR membranes from tetrahalo bisphenol-A polycarbonates. U.S. Patent 4,772–392.

    Google Scholar 

  • Sanders, E. S., and W. J. Koros. 1986. Sorption of CO2C2H4N2O and their binary mixtures in poly(methyl methacrylate). J. Polym. Sci. Polym. Phys. Ed. 24:175.

    Article  CAS  Google Scholar 

  • Sanders, E. S., W. J. Koros, H. B. Hopfenberg, and V. T. Stannett. 1983. Pure and mixed gas sorption of carbon dioxide and ethylene in poly(methyl methacrylate). J. Membr. Sci. 13:161.

    Article  CAS  Google Scholar 

  • Schell, W. J. 1975. Separation of coal hydrogasification gases by permselective membranes. ACS Div. Fuel Chemical Preprints. 20:253.

    CAS  Google Scholar 

  • Shakespear, G. A. 1918. Reports of the advisory committee on aeronautics. T. 1164.

    Google Scholar 

  • Stannett, V. T., W. J. Koros, D. R. Paul, H. K. Lonsdale, and R. W. Baker. 1979. Recent advances in membrane science and technology. Adv. Polym. Sci. 32:69–121.

    Article  CAS  Google Scholar 

  • Stern, S. A., S. M. Fang, and H. L. Frisch. 1972. Effect of pressure on gas permeability coefficients. A new application of free volume theory. J. Polym. Sci.; A-2. 10:201.

    Article  CAS  Google Scholar 

  • Stern, S. A.. and H. L. Frisch. 1981. The selective permeation of gases through polymers. Ann. Rev. Mater. Sci. 11:523.

    Article  CAS  Google Scholar 

  • Stern, S. A., S. S. Kulkarni, and H. L. Frisch. 1983. Test of a free volume model of gas permeation through polymer membranes. I. Pure CO2CH4C2H4and C3H8in polyethylene. J. Polym. Sci. Polym. Phys. Ed. 21:467.

    Article  CAS  Google Scholar 

  • Stern, S. A., Y. Mi, and H. Yamamoto. 1989. Structure/permeability relationships of polyimide membranes. Applications to the separation of gas mixtures. J. Polym. Sci. Polym. Phys. Ed. 27:887.

    Google Scholar 

  • Stern, S. A., V. M. Shah, and B. J. Hardy. 1987. Structure-permeability relationships in silicone polymers. J. Polym. Sci. Polym. Phys. Ed. 25:1263.

    Article  CAS  Google Scholar 

  • Story, B. J., and W. J. Koros. 1989. Comparison of three models for permeation of CO2/CH4mixtures in poly(phenylene oxide). J. Polym. Sci. Polym. Phys. Ed. 27:1927.

    Article  CAS  Google Scholar 

  • Tanaka, K., H. Kita, K. Okamato, A. Nakamura, and Y. Kusuki. 1989. Gas permeability and permselectivity in polyimides based on 3,3’, 4,4’ biphenyltetracarboxylic dianhydride. J. Membr. Sci. 47:203.

    Article  CAS  Google Scholar 

  • Tien, C. F., A. C. Savoca, A. D. Surnamer, and M. Langsam. 1989. Chemical structure/permeation relationship for polysilylpropynes. Proc. ACS Div. Polym. Mater. Sci. Eng. 61:507.

    CAS  Google Scholar 

  • Toi, K., G. Morel, and D. R. Paul. 1982. Gas sorption and transport in poly(phenylene oxide) and comparisons with other glassy polymers. J. Appl. Polym. Sci. 27:2997.

    Article  CAS  Google Scholar 

  • Ube Industries. 1989. Ube gas separation system by polyimide membranes. Product brochure.

    Google Scholar 

  • Van Amerongen, G. J. 1964. Diffusion in elasto-mers. Rubber Chem. Technol. 37(5):1065.

    Article  Google Scholar 

  • Van Krevelen, D. W., and P. J. Hoftyzer. 1976. Properties of Polymers. Chap. 4, p. 129. Amsterdam: Elsevier.

    Google Scholar 

  • Vrentas, J. S., and J. L. Duda. 1976. Diffusion of small molecules in amorphous Polymers. Macro-mol. 9:785.

    Article  CAS  Google Scholar 

  • Vrentas, J. S., and J. L. Duda. 1977a. Diffusion in polymer-solvent systems. I. reexamination of the free volume theory. J. Polym. Sci. Polym. Phys. Ed. 15:403; Diffusion in polymer-solvent systems. II. A predictive theory for the dependence of diffusion coefficients on temperature, concentration and molecular weight. J. Polym. Sci. Polym. Phys. Ed. 15:417.

    Google Scholar 

  • Vrentas, J. S., and J. L. Duda. 1977b. Solvent and temperature effects on diffusion in polymer-solvent systems. J. Appl. Polym. Sci. 21:1715.

    Article  CAS  Google Scholar 

  • Vrentas, J. S., and J. L. Duda. 1986. Diffusion. In Encyclopedia of Polymer Science ed. J. I. Kroschwitz, 2nd ed., Vol. 5, pp. 36–68. New York: John Wiley & Sons.

    Google Scholar 

  • Walker, D. R. B., and W. J. Koros. 1991. Transport characterization of a polypyrrolone for gas separations. J. Membr. Sci. 55:99.

    Article  CAS  Google Scholar 

  • Yamamoto, H., Y. Mi, and S. A. Stern. 1990. Structure/permeability relationships of polyimide membranes. II. J. Polym. Sci. Polym. Phys. Ed. 28:2291.

    Article  CAS  Google Scholar 

  • Yi-Yan, N., R. M. Felder, and W. J. Koros. 1980. Selective permeation of hydrocarbon gases in poly(tetrafluoroethylene) and poly(fluoroethylene/propylene copolymer). J. Appl. Polym. Sci. 25:1755.

    Article  CAS  Google Scholar 

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Zolandz, R.R., Fleming, G.K. (1992). Theory. In: Ho, W.S.W., Sirkar, K.K. (eds) Membrane Handbook. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-3548-5_3

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