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Erschienen in: Adsorption 7-8/2017

03.10.2017

Quantitative analysis porous structure of activated carbon with classical density functional theory

verfasst von: Guodong Wang, Jianchun Jiang

Erschienen in: Adsorption | Ausgabe 7-8/2017

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Abstract

Towards development of a more reliable theoretical procedure, we apply a modified classical density functional theory for porous analysis on solid heterogeneity. Such novel theoretical procedure has been used to analyze the pore size distribution (PSD) of five activated carbon samples and to predict the adsorption isotherms of these materials. As for the characterization sensitive with the adopted numerical algorithms, we evaluate the representative of the required PSD by three numerical methodologies with their predictive capability. It is notable that P1 method with B-spline function as prior PSD function form is suitable for the pore-size analysis of activated carbon for its smallest average deviation on isotherm fitting and prediction. Moreover, the effect of hypothesis form on solid heterogeneity is also discussed according to its contribution on the accuracy and stability of the numerical procedure. According to the proposed feature pore width range theory, we discuss the relationship between the numerical procedure and the predictive capability of the characterized PSD. With the fluctuated experimental temperature into consideration, we also make predictive calculation on adsorption capacity of activated carbon within certain error range, which is meaningful for the development of predictive functional in PSD model.

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Literatur
Zurück zum Zitat Dalcín, L., Paz, R., Storti, M., D’Elía, J.: MPI for python: performance improvements and MPI-2 extensions. J. Parallel Distrib. Comput. 68(5), 655–662 (2008)CrossRef Dalcín, L., Paz, R., Storti, M., D’Elía, J.: MPI for python: performance improvements and MPI-2 extensions. J. Parallel Distrib. Comput. 68(5), 655–662 (2008)CrossRef
Zurück zum Zitat Davies, G., Seaton, N., Vassiliadis, V.: Calculation of pore size distributions of activated carbons from adsorption isotherms. Langmuir 15(23), 8235–8245 (1999)CrossRef Davies, G., Seaton, N., Vassiliadis, V.: Calculation of pore size distributions of activated carbons from adsorption isotherms. Langmuir 15(23), 8235–8245 (1999)CrossRef
Zurück zum Zitat Do, D.D.: Adsorption analysis: equilibria and kinetics, vol. 2. Imperial College Press, London (1998) Do, D.D.: Adsorption analysis: equilibria and kinetics, vol. 2. Imperial College Press, London (1998)
Zurück zum Zitat Fu, J., Liu, Y., Tian, Y., Wu, J.: Density functional methods for fast screening of metal-organic frameworks for hydrogen storage. J. Phys. Chem. C 119(10), 5374–5385 (2015). doi:10.1021/jp505963m CrossRef Fu, J., Liu, Y., Tian, Y., Wu, J.: Density functional methods for fast screening of metal-organic frameworks for hydrogen storage. J. Phys. Chem. C 119(10), 5374–5385 (2015). doi:10.​1021/​jp505963m CrossRef
Zurück zum Zitat Gelb, L.D., Gubbins, K.E.: Pore size distributions in porous glasses: a computer simulation study. Langmuir 15(2), 305–308 (1999)CrossRef Gelb, L.D., Gubbins, K.E.: Pore size distributions in porous glasses: a computer simulation study. Langmuir 15(2), 305–308 (1999)CrossRef
Zurück zum Zitat Herdes, C., Forte, E., Jackson, G., Mueller, E.A.: Predicting the adsorption of n-perfluorohexane in BAM-P109 standard activated carbon by molecular simulation using SAFT-gamma Mie coarse-grained force fields. Adsorp. Sci. Technol. 34(1), 64–78 (2016). doi:10.1177/0263617415619528 CrossRef Herdes, C., Forte, E., Jackson, G., Mueller, E.A.: Predicting the adsorption of n-perfluorohexane in BAM-P109 standard activated carbon by molecular simulation using SAFT-gamma Mie coarse-grained force fields. Adsorp. Sci. Technol. 34(1), 64–78 (2016). doi:10.​1177/​0263617415619528​ CrossRef
Zurück zum Zitat Ihara, T., Furusato, T., Kameda, S., Kiyan, T., Katsuki, S., Hara, M., Akiyama, H.: Initiation mechanism of a positive streamer in pressurized carbon dioxide up to liquid and supercritical phases with nanosecond pulsed voltages. J. Phys. D: Appl. Phys. 45(7), 75204 (2012). doi:10.1088/0022-3727/45/7/075204 CrossRef Ihara, T., Furusato, T., Kameda, S., Kiyan, T., Katsuki, S., Hara, M., Akiyama, H.: Initiation mechanism of a positive streamer in pressurized carbon dioxide up to liquid and supercritical phases with nanosecond pulsed voltages. J. Phys. D: Appl. Phys. 45(7), 75204 (2012). doi:10.​1088/​0022-3727/​45/​7/​075204 CrossRef
Zurück zum Zitat Johnson, J., Zollweg, J., Gubbins, K.E.: The Lennard-Jones equation of state revisited. Mol. Phys. 78(3), 591–618 (1993)CrossRef Johnson, J., Zollweg, J., Gubbins, K.E.: The Lennard-Jones equation of state revisited. Mol. Phys. 78(3), 591–618 (1993)CrossRef
Zurück zum Zitat Lastoskie, C., Gubbins, K.E., Quirke, N.: Pore size distribution analysis of microporous carbons: a density functional theory approach. J. Phys. Chem. 97(18), 4786–4796 (1993a). doi:10.1021/j100120a035 CrossRef Lastoskie, C., Gubbins, K.E., Quirke, N.: Pore size distribution analysis of microporous carbons: a density functional theory approach. J. Phys. Chem. 97(18), 4786–4796 (1993a). doi:10.​1021/​j100120a035 CrossRef
Zurück zum Zitat Lastoskie, C., Gubbins, K.E., Quirke, N.: Pore size heterogeneity and the carbon slit pore: a density functional theory model. Langmuir 9(10), 2693–2702 (1993b). doi:10.1021/la00034a032 CrossRef Lastoskie, C., Gubbins, K.E., Quirke, N.: Pore size heterogeneity and the carbon slit pore: a density functional theory model. Langmuir 9(10), 2693–2702 (1993b). doi:10.​1021/​la00034a032 CrossRef
Zurück zum Zitat Li, Z., Jin, Z., Firoozabadi, A.: Phase behavior and adsorption of pure substances and mixtures and characterization in nanopore structures by density functional theory. SPE J. 19(6), 1096–1109 (2014). doi:10.2118/169819-PA CrossRef Li, Z., Jin, Z., Firoozabadi, A.: Phase behavior and adsorption of pure substances and mixtures and characterization in nanopore structures by density functional theory. SPE J. 19(6), 1096–1109 (2014). doi:10.​2118/​169819-PA CrossRef
Zurück zum Zitat Liu, Y., Liu, H., Hu, Y., Jiang, J.: Density functional theory for adsorption of gas mixtures in metal-organic frameworks. J. Phys. Chem. B 114(8), 2820–2827 (2010). doi:10.1021/jp9104932 CrossRef Liu, Y., Liu, H., Hu, Y., Jiang, J.: Density functional theory for adsorption of gas mixtures in metal-organic frameworks. J. Phys. Chem. B 114(8), 2820–2827 (2010). doi:10.​1021/​jp9104932 CrossRef
Zurück zum Zitat Madani, S.H., Hu, C., Silvestre-Albero, A., Biggs, M.J., Rodríguez-Reinoso, F., Pendleton, P.: Pore size distributions derived from adsorption isotherms, immersion calorimetry, and isosteric heats: a comparative study. Carbon 96, 1106–1113 (2016). doi:10.1016/j.carbon.2015.10.072 CrossRef Madani, S.H., Hu, C., Silvestre-Albero, A., Biggs, M.J., Rodríguez-Reinoso, F., Pendleton, P.: Pore size distributions derived from adsorption isotherms, immersion calorimetry, and isosteric heats: a comparative study. Carbon 96, 1106–1113 (2016). doi:10.​1016/​j.​carbon.​2015.​10.​072 CrossRef
Zurück zum Zitat Mitchell, L.A., Schindler, B.J., Das, G., dos Ramos, M.C., McCabe, C., Cummings, P.T., LeVan, M.D.: Prediction of n-alkane adsorption on activated carbon using the SAFT-FMT-DFT approach. J. Phys. Chem. C 119(3), 1457–1463 (2015). doi:10.1021/jp510515m CrossRef Mitchell, L.A., Schindler, B.J., Das, G., dos Ramos, M.C., McCabe, C., Cummings, P.T., LeVan, M.D.: Prediction of n-alkane adsorption on activated carbon using the SAFT-FMT-DFT approach. J. Phys. Chem. C 119(3), 1457–1463 (2015). doi:10.​1021/​jp510515m CrossRef
Zurück zum Zitat Peng, B., Yu, Y: A density functional theory for Lennard-Jones fluids in cylindrical pores and its applications to adsorption of nitrogen on MCM-41 materials. Langmuir 24(21), 12431–12439 (2008a)CrossRef Peng, B., Yu, Y: A density functional theory for Lennard-Jones fluids in cylindrical pores and its applications to adsorption of nitrogen on MCM-41 materials. Langmuir 24(21), 12431–12439 (2008a)CrossRef
Zurück zum Zitat Peng, B., Yu, Y.: A density functional theory with a mean-field weight function: applications to surface tension, adsorption, and phase transition of a Lennard-Jones fluid in a slit-like pore. J. Phys. Chem. B 112(48), 15407–15416 (2008b). doi:10.1021/jp805697p CrossRef Peng, B., Yu, Y.: A density functional theory with a mean-field weight function: applications to surface tension, adsorption, and phase transition of a Lennard-Jones fluid in a slit-like pore. J. Phys. Chem. B 112(48), 15407–15416 (2008b). doi:10.​1021/​jp805697p CrossRef
Zurück zum Zitat Puziy, A.M., Poddubnaya, O.I., Gawdzik, B., Sobiesiak, M.: Comparison of heterogeneous pore models QSDFT and 2D-NLDFT and computer programs ASiQwin and SAIEUS for calculation of pore size distribution. Adsorption, 22(4–6), 459–464 (2015). doi:10.1007/s10450-015-9704-6 Puziy, A.M., Poddubnaya, O.I., Gawdzik, B., Sobiesiak, M.: Comparison of heterogeneous pore models QSDFT and 2D-NLDFT and computer programs ASiQwin and SAIEUS for calculation of pore size distribution. Adsorption, 22(4–6), 459–464 (2015). doi:10.​1007/​s10450-015-9704-6
Zurück zum Zitat Ravikovitch, P.I., Vishnyakov, A., Russo, R., Neimark, A.V.: Unified approach to pore size characterization of microporous carbonaceous materials from N2, Ar, and CO2 adsorption isotherms. Langmuir 16(5), 2311–2320 (2000)CrossRef Ravikovitch, P.I., Vishnyakov, A., Russo, R., Neimark, A.V.: Unified approach to pore size characterization of microporous carbonaceous materials from N2, Ar, and CO2 adsorption isotherms. Langmuir 16(5), 2311–2320 (2000)CrossRef
Zurück zum Zitat Rosenfeld, Y.: Free energy model for inhomogeneous fluid mixtures: Yukawa-charged hard spheres, general interactions, and plasmas. J. Chem. Phys. 98(10), 8126–8148 (1993)CrossRef Rosenfeld, Y.: Free energy model for inhomogeneous fluid mixtures: Yukawa-charged hard spheres, general interactions, and plasmas. J. Chem. Phys. 98(10), 8126–8148 (1993)CrossRef
Zurück zum Zitat Rudzinski, W., Everett, D.H.: Adsorption of gases on heterogeneous surfaces. Academic Press Ltd, London (1992) Rudzinski, W., Everett, D.H.: Adsorption of gases on heterogeneous surfaces. Academic Press Ltd, London (1992)
Zurück zum Zitat Seaton, N.A., Walton, J.P.R.B., quirke, N.: A new analysis method for the determination of the pore size distribution of porous carbons from nitrogen adsorption measurements. Carbon 27(6), 853–861 (1989). doi:10.1016/0008-6223(89)90035-3 CrossRef Seaton, N.A., Walton, J.P.R.B., quirke, N.: A new analysis method for the determination of the pore size distribution of porous carbons from nitrogen adsorption measurements. Carbon 27(6), 853–861 (1989). doi:10.​1016/​0008-6223(89)90035-3 CrossRef
Zurück zum Zitat Shao, X., Feng, Z., Xue, R., Ma, C., Wang, W., Peng, X., Cao, D.: Adsorption of CO2, CH4, CO2/N2 and CO2/CH4 in novel activated carbon beads: preparation, measurements and simulation. AIChE J. 57(11), 3042–3051 (2011). doi:10.1002/aic.12515 CrossRef Shao, X., Feng, Z., Xue, R., Ma, C., Wang, W., Peng, X., Cao, D.: Adsorption of CO2, CH4, CO2/N2 and CO2/CH4 in novel activated carbon beads: preparation, measurements and simulation. AIChE J. 57(11), 3042–3051 (2011). doi:10.​1002/​aic.​12515 CrossRef
Zurück zum Zitat Sitprasert, C., Zhu, Z., Wang, F., Rudolph, V.: A multi-scale approach to the physical adsorption in slit pores. Chem. Eng. Sci. 66(22), 5447–5458 (2011)CrossRef Sitprasert, C., Zhu, Z., Wang, F., Rudolph, V.: A multi-scale approach to the physical adsorption in slit pores. Chem. Eng. Sci. 66(22), 5447–5458 (2011)CrossRef
Zurück zum Zitat Sweatman, M., Quirke, N.: Characterization of porous materials by gas adsorption at ambient temperatures and high pressure. J. Phys. Chem. B 105(7), 1403–1411 (2001). doi:10.1021/jp003308l CrossRef Sweatman, M., Quirke, N.: Characterization of porous materials by gas adsorption at ambient temperatures and high pressure. J. Phys. Chem. B 105(7), 1403–1411 (2001). doi:10.​1021/​jp003308l CrossRef
Zurück zum Zitat Sweatman, M., Quirke, N.: Gas adsorption in active carbons and the slit-pore model 1: pure gas adsorption. J. Phys. Chem. B 109(20), 10381–10388 (2005)CrossRef Sweatman, M., Quirke, N.: Gas adsorption in active carbons and the slit-pore model 1: pure gas adsorption. J. Phys. Chem. B 109(20), 10381–10388 (2005)CrossRef
Zurück zum Zitat Tang, Y.: First-order mean spherical approximation for inhomogeneous fluids. J. Chem. Phys. 121(21), 10605–10610 (2004)CrossRef Tang, Y.: First-order mean spherical approximation for inhomogeneous fluids. J. Chem. Phys. 121(21), 10605–10610 (2004)CrossRef
Zurück zum Zitat Thommes, M., Kaneko, K., Neimark, A.V., Olivier, J.P., Rodriguez-Reinoso, F., Rouquerol, J., Sing, K.S.W: Physisorption of gases, with special reference to the evaluation of surface area and pore size distribution (IUPAC Technical Report). Pure Appl. Chem. 33(2), 1–19 (2011) Thommes, M., Kaneko, K., Neimark, A.V., Olivier, J.P., Rodriguez-Reinoso, F., Rouquerol, J., Sing, K.S.W: Physisorption of gases, with special reference to the evaluation of surface area and pore size distribution (IUPAC Technical Report). Pure Appl. Chem. 33(2), 1–19 (2011)
Zurück zum Zitat Vega, L.F.: Structural characterization of nano and mesoporous materials by molecular simulation. Nanomaterials : design and simulation, vol. 18. Elsevier, Amsterdam (2007) Vega, L.F.: Structural characterization of nano and mesoporous materials by molecular simulation. Nanomaterials : design and simulation, vol. 18. Elsevier, Amsterdam (2007)
Zurück zum Zitat Wang, K., Do, D.D.: Characterizing the micropore size distribution of activated carbon using equilibrium data of many adsorbates at various temperatures. Langmuir 13(23), 6226–6233 (1997)CrossRef Wang, K., Do, D.D.: Characterizing the micropore size distribution of activated carbon using equilibrium data of many adsorbates at various temperatures. Langmuir 13(23), 6226–6233 (1997)CrossRef
Zurück zum Zitat Wang, G., Tian, Y., Jiang, J., Wu, J.: Multimodels computation for adsorption capacity of activated carbon. Adsorp. Sci. & Technol. 0(0), 0263617417705472 (2017). doi:10.1177/0263617417705472 Wang, G., Tian, Y., Jiang, J., Wu, J.: Multimodels computation for adsorption capacity of activated carbon. Adsorp. Sci. & Technol. 0(0), 0263617417705472 (2017). doi:10.​1177/​0263617417705472​
Zurück zum Zitat You, F.Q., Yu, Y.X., Gao, G.H.: Structures and adsorption of binary hard-core Yukawa mixtures in a slitlike pore: grand canonical Monte Carlo simulation and density-functional study. J. Chem. Phys. 123(11), 10156 (2005)CrossRef You, F.Q., Yu, Y.X., Gao, G.H.: Structures and adsorption of binary hard-core Yukawa mixtures in a slitlike pore: grand canonical Monte Carlo simulation and density-functional study. J. Chem. Phys. 123(11), 10156 (2005)CrossRef
Zurück zum Zitat Yu, Y.: A novel weighted density functional theory for adsorption, fluid-solid interfacial tension, and disjoining properties of simple liquid films on planar solid surfaces. J. Chem. Phys. 131(2), 24704 (2009). doi:10.1063/1.3174928 CrossRef Yu, Y.: A novel weighted density functional theory for adsorption, fluid-solid interfacial tension, and disjoining properties of simple liquid films on planar solid surfaces. J. Chem. Phys. 131(2), 24704 (2009). doi:10.​1063/​1.​3174928 CrossRef
Zurück zum Zitat Zeng, M., Tang, Y., Mi, J., Zhong, C.: Improved direct correlation function for density functional theory analysis of pore size distributions. J. Phys. Chem. C 113(40), 17428–17436 (2009)CrossRef Zeng, M., Tang, Y., Mi, J., Zhong, C.: Improved direct correlation function for density functional theory analysis of pore size distributions. J. Phys. Chem. C 113(40), 17428–17436 (2009)CrossRef
Metadaten
Titel
Quantitative analysis porous structure of activated carbon with classical density functional theory
verfasst von
Guodong Wang
Jianchun Jiang
Publikationsdatum
03.10.2017
Verlag
Springer US
Erschienen in
Adsorption / Ausgabe 7-8/2017
Print ISSN: 0929-5607
Elektronische ISSN: 1572-8757
DOI
https://doi.org/10.1007/s10450-017-9904-3

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