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Distribution and Transport of CO(2) in Hyperbranched Poly(ethylenimine)-Loaded MCM-41: A Molecular Dynamics Simulation Approach
[Image: see text] Fossil fuel use is accelerating climate change, driving the need for efficient CO(2) capture technologies. Solid adsorption-based direct air capture (DAC) of CO(2) has emerged as a promising mode for CO(2) removal from the atmosphere due to its potential for scalability. Sorbents b...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10520917/ https://www.ncbi.nlm.nih.gov/pubmed/37681296 http://dx.doi.org/10.1021/acsami.3c07040 |
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author | Chen, Junhe Moon, Hyun June Kim, Kyung Il Choi, Ji Il Narayanan, Pavithra Sakwa-Novak, Miles A. Jones, Christopher W. Jang, Seung Soon |
author_facet | Chen, Junhe Moon, Hyun June Kim, Kyung Il Choi, Ji Il Narayanan, Pavithra Sakwa-Novak, Miles A. Jones, Christopher W. Jang, Seung Soon |
author_sort | Chen, Junhe |
collection | PubMed |
description | [Image: see text] Fossil fuel use is accelerating climate change, driving the need for efficient CO(2) capture technologies. Solid adsorption-based direct air capture (DAC) of CO(2) has emerged as a promising mode for CO(2) removal from the atmosphere due to its potential for scalability. Sorbents based on porous supports incorporating oligomeric amines in their pore spaces are widely studied. In this study, we investigate the intermolecular interactions and adsorption of CO(2) and H(2)O molecules in hyperbranched poly(ethylenimine) (HB-PEI) functionalized MCM-41 systems to understand the distribution and transport of CO(2) and H(2)O molecules. Density Functional Theory (DFT) is employed to compute the binding energies of CO(2) and H(2)O molecules with HB-PEI and MCM-41 and to develop force field parameters for molecular dynamics (MD) simulations. The MD simulations are performed to examine the distribution and transport of CO(2) and H(2)O molecules as a function of the HB-PEI content. The study finds that an HB-PEI content of approximately 34 wt % is thermodynamically favorable, with an upper limit of HB-PEI loading between 45 and 50 wt %. The distribution of CO(2) and H(2)O molecules is primarily determined by their adsorptive binding energies, for which H(2)O molecules dominate the occupation of binding sites due to their strong affinity with silanol groups on MCM-41 and amine groups of HB-PEI. The HB-PEI content has a considerable impact on the diffusion of CO(2) and H(2)O molecules. Furthermore, a larger number of water molecules (higher relative humidity) reduces the correlation of CO(2) with the MCM-41 pore surface while enhancing the correlation of CO(2) with the amine groups of the HB-PEI. Overall, the presence of H(2)O molecules increases the CO(2) correlation with the amine groups and also the CO(2) transport within HB-PEI-loaded MCM-41, meaning that the presence of H(2)O enhances the CO(2) capture in the HB-PEI-loaded MCM-41. These findings are consistent with experimental observations of the impact of increasing humidity on CO(2) capture while providing new, molecular-level explanations for the macroscopic experimental findings. |
format | Online Article Text |
id | pubmed-10520917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-105209172023-09-27 Distribution and Transport of CO(2) in Hyperbranched Poly(ethylenimine)-Loaded MCM-41: A Molecular Dynamics Simulation Approach Chen, Junhe Moon, Hyun June Kim, Kyung Il Choi, Ji Il Narayanan, Pavithra Sakwa-Novak, Miles A. Jones, Christopher W. Jang, Seung Soon ACS Appl Mater Interfaces [Image: see text] Fossil fuel use is accelerating climate change, driving the need for efficient CO(2) capture technologies. Solid adsorption-based direct air capture (DAC) of CO(2) has emerged as a promising mode for CO(2) removal from the atmosphere due to its potential for scalability. Sorbents based on porous supports incorporating oligomeric amines in their pore spaces are widely studied. In this study, we investigate the intermolecular interactions and adsorption of CO(2) and H(2)O molecules in hyperbranched poly(ethylenimine) (HB-PEI) functionalized MCM-41 systems to understand the distribution and transport of CO(2) and H(2)O molecules. Density Functional Theory (DFT) is employed to compute the binding energies of CO(2) and H(2)O molecules with HB-PEI and MCM-41 and to develop force field parameters for molecular dynamics (MD) simulations. The MD simulations are performed to examine the distribution and transport of CO(2) and H(2)O molecules as a function of the HB-PEI content. The study finds that an HB-PEI content of approximately 34 wt % is thermodynamically favorable, with an upper limit of HB-PEI loading between 45 and 50 wt %. The distribution of CO(2) and H(2)O molecules is primarily determined by their adsorptive binding energies, for which H(2)O molecules dominate the occupation of binding sites due to their strong affinity with silanol groups on MCM-41 and amine groups of HB-PEI. The HB-PEI content has a considerable impact on the diffusion of CO(2) and H(2)O molecules. Furthermore, a larger number of water molecules (higher relative humidity) reduces the correlation of CO(2) with the MCM-41 pore surface while enhancing the correlation of CO(2) with the amine groups of the HB-PEI. Overall, the presence of H(2)O molecules increases the CO(2) correlation with the amine groups and also the CO(2) transport within HB-PEI-loaded MCM-41, meaning that the presence of H(2)O enhances the CO(2) capture in the HB-PEI-loaded MCM-41. These findings are consistent with experimental observations of the impact of increasing humidity on CO(2) capture while providing new, molecular-level explanations for the macroscopic experimental findings. American Chemical Society 2023-09-08 /pmc/articles/PMC10520917/ /pubmed/37681296 http://dx.doi.org/10.1021/acsami.3c07040 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Chen, Junhe Moon, Hyun June Kim, Kyung Il Choi, Ji Il Narayanan, Pavithra Sakwa-Novak, Miles A. Jones, Christopher W. Jang, Seung Soon Distribution and Transport of CO(2) in Hyperbranched Poly(ethylenimine)-Loaded MCM-41: A Molecular Dynamics Simulation Approach |
title | Distribution and
Transport of CO(2) in Hyperbranched
Poly(ethylenimine)-Loaded MCM-41: A Molecular Dynamics Simulation
Approach |
title_full | Distribution and
Transport of CO(2) in Hyperbranched
Poly(ethylenimine)-Loaded MCM-41: A Molecular Dynamics Simulation
Approach |
title_fullStr | Distribution and
Transport of CO(2) in Hyperbranched
Poly(ethylenimine)-Loaded MCM-41: A Molecular Dynamics Simulation
Approach |
title_full_unstemmed | Distribution and
Transport of CO(2) in Hyperbranched
Poly(ethylenimine)-Loaded MCM-41: A Molecular Dynamics Simulation
Approach |
title_short | Distribution and
Transport of CO(2) in Hyperbranched
Poly(ethylenimine)-Loaded MCM-41: A Molecular Dynamics Simulation
Approach |
title_sort | distribution and
transport of co(2) in hyperbranched
poly(ethylenimine)-loaded mcm-41: a molecular dynamics simulation
approach |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10520917/ https://www.ncbi.nlm.nih.gov/pubmed/37681296 http://dx.doi.org/10.1021/acsami.3c07040 |
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