{"title":"Oleophobic nanopore in graphene membrane enhances CO2 capture and separation after spontaneous hydrocarbon adsorption","authors":"Zonglin Gu, Wenjing Gao, Jia Chen, Shuming Zeng","doi":"10.1007/s00894-025-06319-6","DOIUrl":null,"url":null,"abstract":"<div><h3>Context</h3><p>Membrane separation technology is a great candidate for capturing and separating CO<sub>2</sub> from air and flue gas, aiming at combating global warming. In particular, numerous experimental and theoretical investigations have revealed the outstanding performance of porous graphene membrane in sieving CO<sub>2</sub> due to its high-selectivity and energy-efficiency. Some experimental studies have confirmed that the graphene can be spontaneously contaminated by the hydrocarbons in ambient air, due to its large surface energy. However, how the covered hydrocarbons on porous graphene membrane affect the CO<sub>2</sub> capture and separation remains elusive. In this study, we employed molecular dynamics (MD) simulation approach to investigate CO<sub>2</sub>/N<sub>2</sub> separation capacity of the oleophobic N24 nanopores and the oleophilic C24 nanopores in graphene membrane after covering the oleaginous hydrocarbon, C<sub>8</sub>H<sub>18</sub>, films. Interestingly, our MD simulations demonstrate that the oleophobic N24 nanopore shows higher CO<sub>2</sub> transport rate and CO<sub>2</sub>/N<sub>2</sub> selectivity compared with the oleophilic C24 nanopore after the membrane adsorbed by C<sub>8</sub>H<sub>18</sub> films, indicating that the oleophobic N24 graphene nanopore can ameliorate CO<sub>2</sub> capture and separation upon C<sub>8</sub>H<sub>18</sub> films adsorption. Mechanically, on the one hand, C<sub>8</sub>H<sub>18</sub> can more likely block the C24 nanopore, due to the stronger affinity of C<sub>8</sub>H<sub>18</sub> to the C24 pore, which results in the reduced gas transport rate. On the other hand, the quadrupole interaction between CO<sub>2</sub> and N24 nanopore helps the favorable capture and separation of CO<sub>2</sub> by N24 nanopore. The combined effect thus determines the better CO<sub>2</sub> separation performance of hydrocarbon covered N24 nanopore. Therefore, our findings not only reveal the carbon capture and separation performance of porous graphene membrane upon spontaneously adsorbing hydrocarbon from the ambient air or the flue gas for the first time, but also exploit the oleophobic nanopore capable of ameliorating the membrane capacity, which is beneficial to future practical application of porous graphene membrane in CO<sub>2</sub> separation.</p><h3>Methods</h3><p>We conducted all MD simulations with GROMACS software package. VMD software package was used to visualizing the simulation conformations and trajectories. Periodic boundary conditions were applied in all directions (x, y, and z). Temperature was constrained at 350 K using the v-rescale thermostat. Long-range electrostatic interactions were computed using the PME method, and van der Waals (vdW) interactions were calculated with a cutoff distance of 12 Å. Bonds involving hydrogen atoms were constrained to their equilibrium values using the LINCS algorithm. </p></div>","PeriodicalId":651,"journal":{"name":"Journal of Molecular Modeling","volume":"31 3","pages":""},"PeriodicalIF":2.1000,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Molecular Modeling","FirstCategoryId":"92","ListUrlMain":"https://link.springer.com/article/10.1007/s00894-025-06319-6","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Context
Membrane separation technology is a great candidate for capturing and separating CO2 from air and flue gas, aiming at combating global warming. In particular, numerous experimental and theoretical investigations have revealed the outstanding performance of porous graphene membrane in sieving CO2 due to its high-selectivity and energy-efficiency. Some experimental studies have confirmed that the graphene can be spontaneously contaminated by the hydrocarbons in ambient air, due to its large surface energy. However, how the covered hydrocarbons on porous graphene membrane affect the CO2 capture and separation remains elusive. In this study, we employed molecular dynamics (MD) simulation approach to investigate CO2/N2 separation capacity of the oleophobic N24 nanopores and the oleophilic C24 nanopores in graphene membrane after covering the oleaginous hydrocarbon, C8H18, films. Interestingly, our MD simulations demonstrate that the oleophobic N24 nanopore shows higher CO2 transport rate and CO2/N2 selectivity compared with the oleophilic C24 nanopore after the membrane adsorbed by C8H18 films, indicating that the oleophobic N24 graphene nanopore can ameliorate CO2 capture and separation upon C8H18 films adsorption. Mechanically, on the one hand, C8H18 can more likely block the C24 nanopore, due to the stronger affinity of C8H18 to the C24 pore, which results in the reduced gas transport rate. On the other hand, the quadrupole interaction between CO2 and N24 nanopore helps the favorable capture and separation of CO2 by N24 nanopore. The combined effect thus determines the better CO2 separation performance of hydrocarbon covered N24 nanopore. Therefore, our findings not only reveal the carbon capture and separation performance of porous graphene membrane upon spontaneously adsorbing hydrocarbon from the ambient air or the flue gas for the first time, but also exploit the oleophobic nanopore capable of ameliorating the membrane capacity, which is beneficial to future practical application of porous graphene membrane in CO2 separation.
Methods
We conducted all MD simulations with GROMACS software package. VMD software package was used to visualizing the simulation conformations and trajectories. Periodic boundary conditions were applied in all directions (x, y, and z). Temperature was constrained at 350 K using the v-rescale thermostat. Long-range electrostatic interactions were computed using the PME method, and van der Waals (vdW) interactions were calculated with a cutoff distance of 12 Å. Bonds involving hydrogen atoms were constrained to their equilibrium values using the LINCS algorithm.
期刊介绍:
The Journal of Molecular Modeling focuses on "hardcore" modeling, publishing high-quality research and reports. Founded in 1995 as a purely electronic journal, it has adapted its format to include a full-color print edition, and adjusted its aims and scope fit the fast-changing field of molecular modeling, with a particular focus on three-dimensional modeling.
Today, the journal covers all aspects of molecular modeling including life science modeling; materials modeling; new methods; and computational chemistry.
Topics include computer-aided molecular design; rational drug design, de novo ligand design, receptor modeling and docking; cheminformatics, data analysis, visualization and mining; computational medicinal chemistry; homology modeling; simulation of peptides, DNA and other biopolymers; quantitative structure-activity relationships (QSAR) and ADME-modeling; modeling of biological reaction mechanisms; and combined experimental and computational studies in which calculations play a major role.