Abstract:Classical equilibrium molecular dynamics simulations have been performed to investigate dynamical properties of cage radial breathing modes and intra- and inter-cage hydrogen migration in both pure hydrogen and mixed hydrogen–tetrahydrofuran sII hydrates at 0.05 kbar and up to 250 K. For the mixed H2–THF system in which there is single H2 occupation of the small cage (labelled “1SC 1LC”), we find that no H2 migration occurs, and this is also the case for pure H2 hydrate with single small-cavity occupation and … Show more
“…Inter-cage migration has been observed by Gorman et al [21], as shown by Figure 2 of that article [21], as well as by Frankcombe and Kroes [20]. In ref.…”
Section: Mathematical Modellingmentioning
confidence: 62%
“…In the latter case there was no migration detected for the hydrogen molecules (See Figure 5). The single hydrogen molecule in the small cages in both systems 1S1L and 1S4L are largely non-percolating (as also observed in [21]). More vigorous vibration of the large cages due to quadruple occupation in the case of 1S4L, particularly at higher temperatures, coupled with single-occupation of the small cages allows for limited hopping to occur between small and large cages.…”
Section: Gorman Et Al Have Studied the Energetics And Dynamical Propmentioning
confidence: 69%
“…We wish to study the influence of temperature and the hydrogen occupation of the small cavities (i.e., governed by the ratio of singly-to doubly-occupied cavities -varying this ratio for different overall smallcavity occupations). Rovetto et al [15] found that triple occupancy is unlikely, and we only observed transient instances of this in previous work [21]. Therefore, we have carried out equilibrium MD at 50 bar, of interest to industrial storage, and from 200 up to 260 K for different small-cage hydrogen occupancies, including both pure and mixed THF-H 2 clathrates, and we have applied the anomalous-Fickian diffusion-modelling approach of McDermott et al [27] to further characterise and quantify the inter-cage hopping diffusion rates observed in our previous study [21], and ascertain thereon the effect of small cage H 2 occupancy.…”
mentioning
confidence: 72%
“…However, occupation of up to six hydrogen molecules in a large cage was observed by Frankcombe and Kroes, with lifetimes of up to hundreds of picoseconds [20]. In addition, Gorman et al [21] have studied hydrogen migration in clathrates, with a similar lack of observations of hopping in systems with singly-occupied small cavities. Nevertheless, hydrogen migration was detected in doubly occupied systems, with H 2 motion transverse to the pentagonal face into the neighbouring cages.…”
Section: Introductionmentioning
confidence: 91%
“…In ref. 21, the hydrogen molecules were often observed to move to the pentagonal face of the small cage and then moved back to the geometric centre of the cage; this intra-cage, non-percolating movement occurred rapidly. Occasionally, the hydrogen molecule that moved to the surface of the small cage may weaken the stabilising hydrogen bonds, which may result in the temporary opening of the pentagonal face to allow the hydrogen molecule to 'escape' from the cage.…”
Classical equilibrium molecular dynamics simulations have been performed to investigate the diffusive properties of inter-cage hydrogen migration in both pure hydrogen and mixed hydrogen-tetrahydrofuran sII hydrates at 0.05 kbar from 200 K and up to 250–260 K. For mixed H2-THF systems in which there is single H2 occupation of the small cage (labelled “1S1L”), we found that no H2 migration occurs. However, for more densely filled H2-THF and pure-H2 systems, in which there is more than single H2 occupation in the small cage, there is an onset of inter-cage H2 migration events from the small cages to neighbouring cavities at around 200 K. The mean square displacements of the hydrogen molecules were fitted to a mathematical model consisting of an anomalous term and a Fickian component, and nonlinear regression fitting was conducted to estimate long-time (inter-cage) diffusivities. An approximate Arrhenius temperature relationship for the diffusion coefficient was examined and an estimation of the hydrogen hopping energy barrier was calculated for each system.
“…Inter-cage migration has been observed by Gorman et al [21], as shown by Figure 2 of that article [21], as well as by Frankcombe and Kroes [20]. In ref.…”
Section: Mathematical Modellingmentioning
confidence: 62%
“…In the latter case there was no migration detected for the hydrogen molecules (See Figure 5). The single hydrogen molecule in the small cages in both systems 1S1L and 1S4L are largely non-percolating (as also observed in [21]). More vigorous vibration of the large cages due to quadruple occupation in the case of 1S4L, particularly at higher temperatures, coupled with single-occupation of the small cages allows for limited hopping to occur between small and large cages.…”
Section: Gorman Et Al Have Studied the Energetics And Dynamical Propmentioning
confidence: 69%
“…We wish to study the influence of temperature and the hydrogen occupation of the small cavities (i.e., governed by the ratio of singly-to doubly-occupied cavities -varying this ratio for different overall smallcavity occupations). Rovetto et al [15] found that triple occupancy is unlikely, and we only observed transient instances of this in previous work [21]. Therefore, we have carried out equilibrium MD at 50 bar, of interest to industrial storage, and from 200 up to 260 K for different small-cage hydrogen occupancies, including both pure and mixed THF-H 2 clathrates, and we have applied the anomalous-Fickian diffusion-modelling approach of McDermott et al [27] to further characterise and quantify the inter-cage hopping diffusion rates observed in our previous study [21], and ascertain thereon the effect of small cage H 2 occupancy.…”
mentioning
confidence: 72%
“…However, occupation of up to six hydrogen molecules in a large cage was observed by Frankcombe and Kroes, with lifetimes of up to hundreds of picoseconds [20]. In addition, Gorman et al [21] have studied hydrogen migration in clathrates, with a similar lack of observations of hopping in systems with singly-occupied small cavities. Nevertheless, hydrogen migration was detected in doubly occupied systems, with H 2 motion transverse to the pentagonal face into the neighbouring cages.…”
Section: Introductionmentioning
confidence: 91%
“…In ref. 21, the hydrogen molecules were often observed to move to the pentagonal face of the small cage and then moved back to the geometric centre of the cage; this intra-cage, non-percolating movement occurred rapidly. Occasionally, the hydrogen molecule that moved to the surface of the small cage may weaken the stabilising hydrogen bonds, which may result in the temporary opening of the pentagonal face to allow the hydrogen molecule to 'escape' from the cage.…”
Classical equilibrium molecular dynamics simulations have been performed to investigate the diffusive properties of inter-cage hydrogen migration in both pure hydrogen and mixed hydrogen-tetrahydrofuran sII hydrates at 0.05 kbar from 200 K and up to 250–260 K. For mixed H2-THF systems in which there is single H2 occupation of the small cage (labelled “1S1L”), we found that no H2 migration occurs. However, for more densely filled H2-THF and pure-H2 systems, in which there is more than single H2 occupation in the small cage, there is an onset of inter-cage H2 migration events from the small cages to neighbouring cavities at around 200 K. The mean square displacements of the hydrogen molecules were fitted to a mathematical model consisting of an anomalous term and a Fickian component, and nonlinear regression fitting was conducted to estimate long-time (inter-cage) diffusivities. An approximate Arrhenius temperature relationship for the diffusion coefficient was examined and an estimation of the hydrogen hopping energy barrier was calculated for each system.
The high cost of ab initio molecular dynamics (AIMD) simulations to model complex physical and chemical systems limits its ability to address many key questions. However, new machine learning‐based representations of complex potential energy surfaces have been introduced in recent years to circumvent computationally demanding AIMD simulations while retaining the same level of accuracy. As these machine learning methods gain in popularity over the next decade, it is important to address the appropriate way to develop and integrate them with well‐established simulation methods. This paper details the parameterization and training, using accurate electronic structure calculations, of artificial neural network potentials (NNPs) to model the intermolecular interactions in a hydrogen clathrate hydrate, wherein hydrogen molecules are confined inside the cavities of the 3D crystalline framework of hydrogen‐bonded water molecules. This new NNP is used in conjunction with new path‐integral based enhanced sampling methods, for inclusion of nuclear quantum effects and promotion of free energy barrier crossing, in order to determine properties that are important for understanding the diffusion of hydrogen gas in the clathrate system. These simulations demonstrate the influence of cage occupancy on the free energy barriers that determine the diffusivity of hydrogen gas through the network of large cages.
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