Abstract
We present a preliminary report based on molecular dynamics (MD) simulations to study CO\(_{2}\) adsorption on flexible single-walled carbon nanotubes (SWCNTs) of (20,0) size. The adsorption capacities of (20,0) SWCNT were simulated at different temperatures and the effects of its diameter and chirality were compared with a previous work of our group. The potential energy surfaces have been described by implementing the Improved Lennard Jones (ILJ) potential to specifically model the intermolecular interactions involving CO\(_{2}\)-CO\(_2\) and CO\(_{2}\)-SWCNT pairs. The intramolecular interactions within the SWCNT were considered explicitly by employing the Morse and Harmonic potentials. These specialized potentials are well capable of defining CO\(_{2}\) confinement through physisorption and guarantee a quantitative description and realistic results of molecular dynamics. Flexible (20,0) SWCNT can adsorb up to 32 wt% at 273 K, thus as sizable carbon structured materials, SWCNTs are potentially suitable for CO\(_{2}\) confinement and storage to cope with CO\(_{2}\) gas emission.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
EPA-United States Environmental Protection Agency: Climate Change Indicators in the United States: Global Greenhouse Gas Emissions (2016)
Smit, B.: Carbon capture and storage: introductory lecture. Faraday Discuss. 192, 9–25 (2016)
World Resources Institute: Climate Analysis Indicators Tool (CAIT) 2.0: WRI’s Climate Data Explorer
Bui, M., et al.: Carbon capture and storage (CCS): the way forward. Energy Environ. Sci. 11, 1062–1176 (2018)
Joos, L., Huck, J.M., Van Speybroeck, V., Smit, B.: Cutting the cost of carbon capture: a case for carbon capture and utilization. Faraday Discuss. 192, 391–414 (2016)
Dai, N., Mitch, W.A.: Effects of flue gas compositions on nitrosamine and nitramine formation in postcombustion CO\(_{2}\) capture systems. Environ. Sci. Technol. 48(13), 7519–7526 (2014)
Huck, J.M., et al.: Evaluating different classes of porous materials for carbon capture. Energy Environ. Sci. 7, 4132–4146 (2014)
Zhang, S., Shen, Y., Shao, P., Chen, J., Wang, L.: Kinetics, thermodynamics, and mechanism of a novel biphasic solvent for CO\(_{2}\) capture from flue gas. Environ. Sci. Technol. 52(6), 3660–3668 (2018)
Liu, H., et al.: A hybrid absorption-adsorption method to efficiently capture carbon. Nat. Commun. 5, 5147 (2014)
Lu, A.H., Hao, G.P.: Porous materials for carbon dioxide capture. Annu. Rep. Prog. Chem. Sect. A: Inorg. Chem. 109, 484–503 (2013)
Li, J.R., et al.: Porous materials with pre-designed single-molecule traps for CO\(_{2}\) selective adsorption. Nat. Commun. 4, 1538 (2014)
Hu, X.E., et al.: A review of n-functionalized solid adsorbents for post-combustion CO\(_{2}\) capture. Appl. Energy 260, 114244 (2020)
Du, H., Li, J., Zhang, J., Su, G., Li, X., Zhao, Y.: Separation of hydrogen and nitrogen gases with porous graphene membrane. J. Phys. Chem. C 115(47), 23261–23266 (2011)
Kim, J., Lin, L.C., Swisher, J.A., Haranczyk, M., Smit, B.: Predicting large CO\(_{2}\) adsorption in aluminosilicate zeolites for postcombustion carbon dioxide capture. J. Am. Chem. Soc. 134(46), 18940–18943 (2012)
Liu, B., Smit, B.: Molecular simulation studies of separation of CO\(_{2}\)/N\(_{2}\), CO\(_{2}\)/CH\(_{4}\), and CH\(_{4}\)/N\(_{2}\) by ZIFs. J. Phys. Chem. C 114(18), 8515–8522 (2010)
Schrier, J.: Carbon dioxide separation with a two-dimensional polymer membrane. ACS Appl. Mater. Interfaces 4(7), 3745–3752 (2012)
Zeng, Y., Zou, R., Zhao, Y.: Covalent organic frameworks for CO\(_{2}\) capture. Adv. Mater. 28(15), 2855–2873 (2016)
Xiang, Z., et al.: Systematic tuning and multifunctionalization of covalent organic polymers for enhanced carbon capture. J. Am. Chem. Soc. 137(41), 13301–13307 (2015)
Yu, J., Xie, L.H., Li, J.R., Ma, Y., Seminario, J.M., Balbuena, P.B.: CO\(_{2}\) capture and separations using MOFs: computational and experimental studies. Chem. Rev. 117(14), 9674–9754 (2017)
Lin, L.C., et al.: Understanding CO\(_{2}\) dynamics in metal-organic frameworks with open metal sites. Angew. Chem. Int. Ed. 52(16), 4410–4413 (2013)
Srinivas, G., Krungleviciute, V., Guo, Z.X., Yildirim, T.: Exceptional CO\(_{2}\) capture in a hierarchically porous carbon with simultaneous high surface area and pore volume. Energy Environ. Sci. 7, 335–342 (2014)
Ganesan, A., Shaijumon, M.: Activated graphene-derived porous carbon with exceptional gas adsorption properties. Microporous Mesoporous Mater. 220, 21–27 (2015)
Ghosh, S., Sevilla, M., Fuertes, A.B., Andreoli, E., Ho, J., Barron, A.R.: Defining a performance map of porous carbon sorbents for high-pressure carbon dioxide uptake and carbon dioxide-methane selectivity. J. Mater. Chem. A 4, 14739–14751 (2016)
Bartolomei, M., Carmona-Novillo, E., Giorgi, G.: First principles investigation of hydrogen physical adsorption on graphynes’ layers. Carbon 95, 1076–1081 (2015)
Apriliyanto, Y.B., Battaglia, S., Evangelisti, S., Faginas-Lago, N., Leininger, T., Lombardi, A.: Toward a generalized hückel rule: the electronic structure of carbon nanocones. J. Phys. Chem. A 125(45), 9819–9825 (2021)
Lithoxoos, G.P., Labropoulos, A., Peristeras, L.D., Kanellopoulos, N., Samios, J., Economou, I.G.: Adsorption of N\(_{2}\), CH\(_{4}\), CO and CO\(_{2}\) gases in single walled carbon nanotubes: A combined experimental and monte carlo molecular simulation study. J. Supercrit. Fluids 55(2), 510–523 (2010)
Lombardi, A., Lago, N.F., Laganà, A., Pirani, F., Falcinelli, S.: A bond-bond portable approach to intermolecular interactions: simulations for N-methylacetamide and carbon dioxide dimers. In: Murgante, B. (ed.) ICCSA 2012. LNCS, vol. 7333, pp. 387–400. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-31125-3_30
Lombardi, A., Faginas-Lago, N., Pacifici, L., Costantini, A.: Modeling of energy transfer from vibrationally excited CO\(_{2}\) molecules: Cross sections and probabilities for kinetic modeling of atmospheres, flows, and plasmas. J. Phys. Chem. A 117(45), 11430–11440 (2013)
Falcinelli, S., Rosi, M., Candori, P., Vecchiocattivi, F., Bartocci, A., Lombardi, A., Lago, N.F., Pirani, F.: Modeling the intermolecular interactions and characterization of the dynamics of collisional autoionization processes. In: Murgante, B. (ed.) ICCSA 2013. LNCS, vol. 7971, pp. 69–83. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-39637-3_6
DuBay, K.H., Hall, M.L., Hughes, T.F., Wu, C., Reichman, D.R., Friesner, R.A.: Accurate force field development for modeling conjugated polymers. J. Chem. Theory Comput. 8(11), 4556–4569 (2012)
Rahimi, M., Singh, J.K., Babu, D.J., Schneider, J.J., Müller-Plathe, F.: Understanding carbon dioxide adsorption in carbon nanotube arrays: molecular simulation and adsorption measurements. J. Phys. Chem. C 117(26), 13492–13501 (2013)
Alexiadis, A., Kassinos, S.: Molecular dynamic simulations of carbon nanotubes in CO\(_{2}\) atmosphere. Chem. Phys. Lett. 460(4–6), 512–516 (2008)
Faginas-Lago, N., Apriliyanto, Y.B., Lombardi, A.: Confinement of \(\text{ CO}_{2}\) inside carbon nanotubes. Eur. Phys. J. D 75(5), 1–10 (2021). https://doi.org/10.1140/epjd/s10053-021-00176-7
Faginas-Lago, N., Yeni, D., Huarte, F., Wang, Y., Alcamí, M., Martin, F.: Adsorption of hydrogen molecules on carbon nanotubes using quantum chemistry and molecular dynamics. J. Phys. Chem. A 120(32), 6451–6458 (2016)
Pirani, P., Brizi, S., Roncaratti, L., Casavecchia, P., Cappelletti, D., Vecchiocattivi, F.: Beyond the lennard-jones model: a simple and accurate potential function probed by high resolution scattering data useful for molecular dynamics simulations. Phys. Chem. Chem. Phys. 10, 5489 (2008)
Lombardi, A., Laganà, A., Pirani, F., Palazzetti, F., Lago, N.F.: Carbon oxides in gas flows and earth and planetary atmospheres: state-to-state simulations of energy transfer and dissociation reactions. In: Murgante, B. (ed.) ICCSA 2013. LNCS, vol. 7972, pp. 17–31. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-39643-4_2
Albertí, M., Lago, N.F.: Ion size influence on the Ar solvation shells of M\(^{+}\)C\(_{6}\)F\(_{6}\) clusters (M = Na, K, Rb, Cs). J. Phys. Chem. A 116(12), 3094–3102 (2012)
Pirani, F., Albertí, M., Castro, A., Moix Teixidor, M., Cappelletti, D.: Atom-bond pairwise additive representation for intermolecular potential energy surfaces. Chem. Phys. Lett. 394(1–3), 37–44 (2004)
Lombardi, A., Pirani, F., Laganà, A., Bartolomei, M.: Energy transfer dynamics and kinetics of elementary processes (promoted) by gas-phase CO\(_{2}\)-N\(_{2}\) collisions: Selectivity control by the anisotropy of the interaction. J. Comput. Chem. 37(16), 1463–1475 (2016)
Apriliyanto, Y.B., Faginas Lago, N., Lombardi, A., Evangelisti, S., Bartolomei, M., Leininger, T., Pirani, F.: Nanostructure selectivity for molecular adsorption and separation: the case of graphyne layers. J. Phys. Chem. C 122(28), 16195–16208 (2018)
Pacifici, L., Verdicchio, M., Lago, N.F., Lombardi, A., Costantini, A.: A high-level ab initio study of the N\(_2\) + N\(_2\) reaction channel. J. Comput. Chem. 34(31), 2668–2676 (2013)
Faginas Lago, N., Huarte Larrañaga, F., Albertí, M.: On the suitability of the ILJ function to match different formulations of the electrostatic potential for water-water interactions. Eur. Phys. J. D 55(1), 75–85 (2009). https://doi.org/10.1140/epjd/e2009-00215-5
Albertí, M., Lago, N.F.: Competitive solvation of K\(^{+}\) by C\(_{6}\)H\(_{6}\) and H\(_{2}\)O in the K\(^{+}\)-(C\(_{6}\)H\(_{6}\))\(_{n}\)-(H\(_{2}\)O)\(_{m}\) (n=1-4; m=1-6) aggregates. Eur. Phys. J. D 67(4), 73 (2013). https://doi.org/10.1140/epjd/e2013-30753-x
Faginas-Lago, N., Lombardi, A., Albertí, M., Grossi, G.: Accurate analytic intermolecular potential for the simulation of Na\(^{+}\) and K\(^{+}\) ion hydration in liquid water. J. Mol. Liq. 204, 192–197 (2015)
Faginas Lago, N., Albertí, M., Lombardi, A., Pirani, F.: A force field for acetone: the transition from small clusters to liquid phase investigated by molecular dynamics simulations. Theor. Chem. Acc. 135(7), 1–9 (2016). https://doi.org/10.1007/s00214-016-1914-9
Lombardi, A., Faginas-Lago, N., Gaia, G., Federico, P., Aquilanti, V.: Collisional energy exchange in CO\(_2\)–N\(_2\) gaseous mixtures. In: Gervasi, O., Murgante, B., Misra, S., Rocha, A.M.A.C., Torre, C., Taniar, D., Apduhan, B.O., Stankova, E., Wang, S. (eds.) ICCSA 2016. LNCS, vol. 9786, pp. 246–257. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-42085-1_19
Faginas-Lago, N., Apriliyanto, Y.B., Lombardi, A.: Carbon capture and separation from CO\(_{2}\)/N\(_{2}\)/H\(_{2}\)O gaseous mixtures in bilayer graphtriyne: a molecular dynamics study. In: Gervasi, O. (ed.) ICCSA 2020. LNCS, vol. 12255, pp. 489–501. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-58820-5_36
Smith, W., Yong, C., Rodger, P.: DL_POLY: application to molecular simulation. Mol. Simul. 28(5), 385–471 (2002)
Humphrey, W., Dalke, A., Schulten, K.: VMD: visual molecular dynamics. J. Mol. Graph. 14(1), 33–8 (1996)
Vekeman, J., Sánchez-Marín, J., de Sánchez Merás, A., Garcia Cuesta, I., Faginas-Lago, N.: Flexibility in the graphene sheet: the influence on gas adsorption from molecular dynamics studies. J. Phys. Chem. C 123(46), 28035–28047 (2019)
Faginas-Lago, N., Apriliyanto, Y.B., Lombardi, A.: Molecular simulations of CO\(_{2}\)/N\(_{2}\)/H\(_{2}\)O gaseous mixture separation in graphtriyne membrane. In: Misra, S. (ed.) ICCSA 2019. LNCS, vol. 11624, pp. 374–387. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-24311-1_27
Apriliyanto, Y.B., Darmawan, N., Faginas-Lago, N., Lombardi, A.: Two-dimensional diamine-linked covalent organic frameworks for CO\(_2\)/N\(_2\) capture and separation: theoretical modeling and simulations. Phys. Chem. Chem. Phys. 22, 25918–25929 (2020)
Spanopoulos, I., et al.: Exceptional gravimetric and volumetric CO\(_{2}\) uptake in a palladated NbO-type MOF utilizing cooperative acidic and basic, metal-CO\(_{2}\) interactions. Chem. Commun. 52(69), 10559–10562 (2016)
Rodríguez-García, S., et al.: Role of the structure of graphene oxide sheets on the CO\(_{2}\) adsorption properties of nanocomposites based on graphene oxide and polyaniline or Fe\(_3\)O\(_4\)-nanoparticles. ACS Sustain. Chem. Eng. 7(14), 12464–12473 (2019)
Osler, K., Dheda, D., Ngoy, J., Wagner, N., Daramola, M.O.: Synthesis and evaluation of carbon nanotubes composite adsorbent for CO\(_{2}\) capture: a comparative study of CO\(_{2}\) adsorption capacity of single-walled and multi-walled carbon nanotubes. Int. J. Coal Sci. Technol. 4(1), 41–49 (2017). https://doi.org/10.1007/s40789-017-0157-2
Patzsch, J., Babu, D.J., Schneider, J.J.: Hierarchically structured nanoporous carbon tubes for high pressure carbon dioxide adsorption. Beilstein J. Nanotechnol. 8(1), 1135–1144 (2017)
Cavalcanti, L.P., Kalantzopoulos, G.N., Eckert, J., Knudsen, K.D., Fossum, J.O.: A nano-silicate material with exceptional capacity for CO\(_{2}\) capture and storage at room temperature. Sci. Rep. 8(1), 1–6 (2018)
Puthusseri, D., Babu, D.J., Okeil, S., Schneider, J.J.: Gas adsorption capacity in an all carbon nanomaterial composed of carbon nanohorns and vertically aligned carbon nanotubes. Phys. Chem. Chem. Phys. 19(38), 26265–26271 (2017)
Acknowledgement
The authors thank MUR and University of Perugia for their support through the AMIS project “Dipartimenti di Eccellenza 2018–2022”. NFL, AL and LP thank the Department of Chemistry, Biology and Biotechnology, University of Perugia for funding under the program “Fondo Ricerca di Base 2021” (RICBASE2021FAGINAS). NFL and AL also acknowledge support for allocation of computing time from the Oklahoma University Supercomputing Center for Education & Research (OSCER). N.F-L and A. L acknowledge also Fondazione Cassa di Risparmio di Perugia n. 220.0513 to C.E. This work is supported by a grant from Fondazione Cassa di Risparmio di Perugia n.# 220.0513 to C.E.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Faginas-Lago, N., Lombardi, A., Apriliyanto, Y.B., Pacifici, L. (2022). Confinement of CO\(_{2}\) Inside (20,0) Single-Walled Carbon Nanotubes. In: Gervasi, O., Murgante, B., Misra, S., Rocha, A.M.A.C., Garau, C. (eds) Computational Science and Its Applications – ICCSA 2022 Workshops. ICCSA 2022. Lecture Notes in Computer Science, vol 13382. Springer, Cham. https://doi.org/10.1007/978-3-031-10592-0_21
Download citation
DOI: https://doi.org/10.1007/978-3-031-10592-0_21
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-10591-3
Online ISBN: 978-3-031-10592-0
eBook Packages: Computer ScienceComputer Science (R0)