Abstract
This work presents an activity-based formulation for Langmuir adsorption isotherm. Treating adsorption as a chemical reaction between the gas molecule and the adsorption vacant site, the classical Langmuir isotherm model expresses the reaction in terms of the species concentrations. Designed to capture the surface heterogeneity, the proposed thermodynamic Langmuir isotherm model substitutes the species concentrations with the species activities and calculates the species activity coefficients with the adsorption non-random two-liquid activity coefficient model. The resulting isotherm model accurately represents pure component adsorption isotherms for gases with wide varieties of adsorbents including silica gels, activated carbons, zeolites and metal organic frameworks at various temperatures. With three physically meaningful parameters, the model outperforms the classical Langmuir isotherm model for the 98 isotherms of 33 systems examined.
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References
Al-Janabi, N., Hill, P., Torrente-Murciano, L., Garforth, A., Gorgojo, P., Siperstein, F., et al.: Mapping the Cu-BTC metal–organic framework (HKUST-1) stability envelope in the presence of water vapour for CO2 adsorption from flue gases. Chem. Eng. J. 281, 669–677 (2015)
Bakhtyari, A., Mofarahi, M.: Pure and binary adsorption equilibria of methane and nitrogen on zeolite 5A. J. Chem. Eng. Data 59, 626–639 (2014)
Benard, P., Chahine, R.: Modeling of high-pressure adsorption isotherms above the critical temperature on microporous adsorbents: application to methane. Langmuir 13, 808–813 (1997)
Britt, H., Luecke, R.: The estimation of parameters in nonlinear, implicit models. Technometrics 15, 233–247 (1973)
Campo, M.C., Ribeiro, A.M., Ferreira, A., Santos, J.C., Lutz, C., Loureiro, J.M., et al.: New 13X zeolite for propylene/propane separation by vacuum swing adsorption. Sep. Purif. Technol. 103, 60–70 (2013)
Cavenati, S., Grande, C.A., Rodrigues, A.E.: Adsorption equilibrium of methane, carbon dioxide, and nitrogen on zeolite 13X at high pressures. J. Chem. Eng. Data 49, 1095–1101 (2004)
Do, D., Do, H.: Characterization of micro-mesoporous carbonaceous materials. Calculations of adsorption isotherm of hydrocarbons. Langmuir 18, 93–99 (2002)
Ferreira, A.F., Santos, J.C., Plaza, M.G., Lamia, N., Loureiro, J.M., Rodrigues, A.E.: Suitability of Cu-BTC extrudates for propane–propylene separation by adsorption processes. Chem. Eng. J. 167, 1–12 (2011)
Foo, K., Hameed, B.H.: Insights into the modeling of adsorption isotherm systems. Chem. Eng. J. 156, 2–10 (2010)
Freundlich, H.: Über die adsorption in lösungen. Z. Phys. Chem. 57, 385–470 (1907)
Hyun, S.H., Danner, R.P.: Equilibrium adsorption of ethane, ethylene, isobutane, carbon dioxide, and their binary mixtures on 13X molecular sieves. J. Chem. Eng. Data 27, 196–200 (1982)
Kaur, H., Tun, H., Sees, M., Chen, C.-C.: Local composition activity coefficient model for mixed-gas adsorption equilibria. Adsorption 25, 951–964 (2019)
Langmuir, I.: The adsorption of gases on plane surfaces of glass, mica and platinum. J. Am. Chem. Soc. 40, 1361–1403 (1918)
Laukhuf, W.L., Plank, C.A.: Adsorption of carbon dioxide, acetylene, ethane, and propylene on charcoal at near room temperatures. J. Chem. Eng. Data 14, 48–51 (1969)
Lewis, W., Gilliland, E., Chertow, B., Bareis, D.: Vapor—adsorbate equilibrium. III. The effect of temperature on the binary systems ethylene—propane, ethylene—propylene over silica gel. J. Am. Chem. Soc. 72, 1160–1163 (1950)
Li, J.-R., Kuppler, R.J., Zhou, H.-C.: Selective gas adsorption and separation in metal–organic frameworks. Chem. Soc. Rev. 38, 1477–1504 (2009)
Maring, B.J., Webley, P.A.: A new simplified pressure/vacuum swing adsorption model for rapid adsorbent screening for CO2 capture applications. Int. J. Greenhouse Gas Control 15, 16–31 (2013)
Mathias, P.M., Kumar, R., Moyer, J.D., Schork, J.M., Srinivasan, S.R., Auvil, S.R., et al.: Correlation of multicomponent gas adsorption by the dual-site Langmuir model. Application to nitrogen/oxygen adsorption on 5A-zeolite. Ind. Eng. Chem. Res. 35, 2477–2483 (1996)
Mofarahi, M., Salehi, S.M.: Pure and binary adsorption isotherms of ethylene and ethane on zeolite 5A. Adsorpt. J. Int. Adsorpt. Soc. 19, 101–110 (2013)
Mu, B., Walton, K.S.: Adsorption equilibrium of methane and carbon dioxide on porous metal-organic framework Zn-BTB. Adsorption 17, 777–782 (2011)
Myers, A.L.: Prediction of adsorption of nonideal mixtures in nanoporous materials. Adsorption 11, 37–42 (2005)
Myers, A., Prausnitz, J.M.: Thermodynamics of mixed-gas adsorption. AIChE J. 11, 121–127 (1965)
Olivier, M.G., Jadot, R.: Adsorption of light hydrocarbons and carbon dioxide on silica gel. J. Chem. Eng. Data 42, 230–233 (1997)
Pakseresht, S., Kazemeini, M., Akbarnejad, M.M.: Equilibrium isotherms for CO, CO2, CH4 and C2H4 on the 5A molecular sieve by a simple volumetric apparatus. Sep. Purif. Technol. 28, 53–60 (2002)
Payne, H., Sturdevant, G., Leland, T.: Improved two-dimensional equation of state to predict adsorption of pure and mixed hydrocarbons. Ind. Eng. Chem. Fundam. 7, 363–374 (1968)
Ravichandran, A., Khare, R., Chen, C.C.: Predicting NRTL binary interaction parameters from molecular simulations. AIChE J. 64, 2758–2769 (2018)
Reich, R., Ziegler, W.T., Rogers, K.A.: Adsorption of methane, ethane, and ethylene gases and their binary and ternary mixtures and carbon dioxide on activated carbon at 212-301 K and pressures to 35 atmospheres. Ind. Eng. Chem. Process Des. Dev. 19, 336–344 (1980)
Renon, H., Prausnitz, J.M.: Local compositions in thermodynamic excess functions for liquid mixtures. AIChE J. 14, 135–144 (1968)
Silva, J.A., Rodrigues, A.E.: Sorption and diffusion of n-pentane in pellets of 5A zeolite. Ind. Eng. Chem. Res. 36, 493–500 (1997)
Sips, R.: On the structure of a catalyst surface. J. Chem. Phys. 16, 490–495 (1948)
Sips, R.: On the structure of a catalyst surface. II. J. Chem. Phys. 18, 1024–1026 (1950)
Sircar, S.: Role of adsorbent heterogeneity on mixed gas adsorption. Ind. Eng. Chem. Res. 30, 1032–1039 (1991)
Sohn, S., Kim, D.: Modification of Langmuir isotherm in solution systems—definition and utilization of concentration dependent factor. Chemosphere 58, 115–123 (2005)
Sreńscek-Nazzal, J., Narkiewicz, U., Morawski, A.W., Wróbel, R.J., Michalkiewicz, B.: Comparison of optimized isotherm models and error functions for carbon dioxide adsorption on activated carbon. J. Chem. Eng. Data 60, 3148–3158 (2015)
Talu, O., Zwiebel, I.: Multicomponent adsorption equilibria of nonideal mixtures. AIChE J. 32, 1263–1276 (1986)
Toth, J.: State equation of the solid-gas interface layers. Acta Chim. Hung. 69, 311–328 (1971)
Walton, K.S., Sholl, D.S.: Predicting multicomponent adsorption: 50 years of the ideal adsorbed solution theory. AIChE J. 61, 2757–2762 (2015)
Wang, Y., LeVan, M.D.: Adsorption equilibrium of carbon dioxide and water vapor on zeolites 5A and 13X and silica gel: pure components. J. Chem. Eng. Data 54, 2839–2844 (2009)
Zhang, W., Huang, H., Zhong, C., Liu, D.: Cooperative effect of temperature and linker functionality on CO2 capture from industrial gas mixtures in metal–organic frameworks: a combined experimental and molecular simulation study. Phys. Chem. Chem. Phys. 14, 2317–2325 (2012)
Zhang, Z., Zhou, J., Xing, W., Xue, Q., Yan, Z., Zhuo, S., et al.: Critical role of small micropores in high CO2 uptake. Phys. Chem. Chem. Phys. 15, 2523–2529 (2013)
Acknowledgements
This material is based upon work supported by the U.S. Department of Energy’s Office of Energy Efficiency and Renewable Energy (EERE) under the Advanced Manufacturing Office Award Number DE-EE0007888. The authors further acknowledge the financial support of the Jack Maddox Distinguished Engineering Chair Professorship in Sustainable Energy, sponsored by the J.F Maddox Foundation. C.-K. Chang acknowledges the WOCE REU program at Texas Tech University for sponsoring his research at TTU. C.-K. also acknowledges H. Kaur for insightful discussions on the aNRTL model. C.-K. further thanks Md Islam and Y. Hao for technical help in the use of Aspen Plus process simulator.
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Chang, CK., Tun, H. & Chen, CC. An activity-based formulation for Langmuir adsorption isotherm. Adsorption 26, 375–386 (2020). https://doi.org/10.1007/s10450-019-00185-4
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DOI: https://doi.org/10.1007/s10450-019-00185-4