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. 2022 Aug 26;126(35):14832–14842. doi: 10.1021/acs.jpcc.2c04140

Modeling of Structure H Carbon Dioxide Clathrate Hydrates: Guest–Lattice Energies, Crystal Structure, and Pressure Dependencies

Adriana Cabrera-Ramírez †,, Rita Prosmiti †,*
PMCID: PMC9465682  PMID: 36110497

Abstract

graphic file with name jp2c04140_0007.jpg

We performed first-principles computations to investigate the complex interplay of molecular interaction energies in determining the lattice structure and stability of CO2@sH clathrate hydrates. Density functional theory computations using periodic boundary conditions were employed to characterize energetics and the key structural properties of the sH clathrate crystal under pressure, such as equilibrium lattice volume and bulk modulus. The performance of exchange–correlation functionals together with recently developed dispersion-corrected schemes was evaluated in describing interactions in both short-range and long-range regions of the potential. Structural relaxations of the fully CO2-filled and empty sH unit cells yield crystal structure and lattice energies, while their compressibility parameters were derived by including the pressure dependencies. The present quantum chemistry computations suggest anisotropy in the compressibility of the sH clathrate hydrates, with the crystal being less compressible along the a-axis direction than along the c-axis one, in distinction from nearly isotropic sI and sII structures. The detailed results presented here give insight into the complex nature of the underlying guest–host interactions, checking earlier assumptions, providing critical tests, and improving estimates. Such entries may eventually lead to better predictions of thermodynamic properties and formation conditions, with a direct impact on emerging hydrate-based technologies.

Introduction

Clathrate hydrates are ice-like crystalline solids that are constituted of a network of interlinked hydrogen-bonded water molecules in the form of polyhedral cages (host lattice), where gas molecules are encapsulated as guests. In nature, they have been observed in the form of natural gas hydrate deposits on the ocean floor and in the Earth’s permafrost regions, as well as in other planetary bodies inside and outside the solar system.111 There are three common types of gas hydrate structures, including cubic sI and sII and hexagonal sH, which depend on the size and type of cages and their connectivity. The properties of the guest molecule(s), such as shape, size, and type, determine the variant of the clathrate hydrate structure formed under specific thermodynamic conditions. The van der Waals (vdW) forces maintain the stability of clathrate at the appropriate temperature and pressure, and their stability relies on the nature of the guest molecule and its interactions with the hydrogen-bonded water network.

Research in gas hydrates is in constant development due to new challenges related to their properties and potential applications in the energy industry, environment and climate, and materials design. Thus, investigations in the field have been focused on new energy supply sources, such as methane and hydrogen clathrates,1217 while mixed-binary clathrates, such as those containing CO2 and CH4 as guest gases, have been proposed as possible byproduct storage media and fuel sources.15,1820 Recent advances have suggested that the capture and storage of greenhouse gases are of outstanding importance and a major challenge for gas-control technologies.1,12,21,22

Carbon dioxide clathrate hydrates present an excellent source for gas storage, and thus they are of potential use in CO2 sequestration.23,24 In virtually all these applications, gas hydrate properties, such as formation, stability, occupancy capacity, compressibility, and thermal expansion, are of critical importance, and theoretical insights into the underlying factors that determine them are valuable, especially when considering environmental and energy supply applications. Understanding fundamental properties of these gas hydrates allows the comprehension of the thermodynamic conditions and the dynamics that propitiate the CO2 release as well as the determination of the physicochemical processes involved. Even despite the CO2 capture prospects, the molecular level interactions between guest and host are generally lacking or still not well-characterized in the literature. In general, semiempirical models have been used to get a microscopic understanding of the underlying guest–host interactions as well as their effect on macroscopic properties of the gas hydrates.

From a theoretical perspective, an accurate description of the underlying interactions represents a challenging computational task, as both intramolecular covalent and hydrogen bonds of the host water network, as well as the intermolecular noncovalent interactions between the guest molecules and host lattice, should be represented at the same level of theory. Although wave function based (WF) and density functional theory (DFT) methods could describe guest–host molecular interactions in a reliable way with advantages in terms of their efficiency and computational performance,2533 the validity of traditional DFT and modern dispersion-corrected DFT approximations3440 in describing accurately both the hydrogen bond and dispersion interactions present in gas hydrates should be checked out.25,4146 In this vein, the interaction of the CO2 molecule in isolated sI, sII, and sH clathrate cages has been investigated through different quantum chemistry methods,25,44 while current challenges involve investigations for the entire periodic clathrate hydrate unit cells via reliable approaches.33,35,41,4548 Thus, a systematic evaluation of important aspects of the underlying interactions, such as cooperative guest–host and guest–guest/cage–cage effects should be performed, with the CO2@sH hydrate crystal properties being of interest, due to the high storage capacity expected compared to the corresponding sI or sII clathrates.26,49

On the other hand, experimental studies have focused on the synthesis of clathrate hydrates and on structural and spectroscopic measurements by means of X-ray and neutron diffraction, solid-state nuclear magnetic resonance (NMR), and Raman and infrared spectroscopic analysis with various guest molecules.5053 To understand the effect of size, type, and flexibility of guest molecules on lattice structure sH and stability, X-ray diffraction measurements have been carried out.54,55 A majority of studies have concentrated on enclathration of the CO2 as a co-guest in the sH structure, such as those with CO2 + N2 gas mixtures, to explore cage-specific guest distributions and structural transitions in the process of CO2 capture and sequestration.56 Despite the above-mentioned motivations, there is no theoretical study for the CO2@sH clathrate, with most of the research focused on sH structures with methane (CH4), hydrogen (H2), nitrogen (N2), or mixed-binary sH clathrates,54,5768 investigating thermodynamic stability,69,70 investigating the storage capacity of different hydrocarbon molecules,62 or predicting hydrate phase equilibrium and formation conditions71 or mechanical, acoustic, and thermal properties for sH hydrate structures using first-principles methods72 and combinations of approaches such as hybrid density functional theory and force-field methods.73

Following our recent studies on CO2 clathrates, our present study seeks to determine the stability of sH clathrates of CO2, as its storage capacity could make such clathrates good candidates for CO2 sequestration. CO2@sH clathrate has not been synthesized yet, and as in general the sH structure requires large molecules to occupy and stabilize its large E cage at low pressure, its stabilization could be also supported by the enclathration of clusters of two or more CO2 molecules.26 A total understanding of the properties of the sH hydrates is not yet complete, and in particular, the study of the behavior of CO2@sH hydrate is still under development. Therefore, we consider conducting the present research as a first attempt to represent interactions from first-principles methodologies toward investigation on multiple CO2 cage occupancies in such clathrate systems. This work aims at a better comprehension of the stability and description of the guest/host and host/host interactions in CO2@sH hydrate, by employing current state-of-the-art computational approaches seeking to improve our understanding of the complex behavior of periodic molecular crystals and to explore the factors playing a stabilizing role of immediate relevance in CO2 storage applications.

Computational Details

The CO2@sH clathrate hydrate crystal structure is shown in Figure 1 (lower panel) together with its CO2@sH unit cell, where a network of 34 water molecules forms a hexagonal structure of six cages of three different types (upper panel): three pentagonal dodecahedral 512 or D cages, two irregular dodecahedral 435663 or D′ cages, and one icosahedral 51268 or E cage. The structure of water molecules shapes a hexagonal unit cell (space group P6/mmm) with three lattice parameters a = b and c, three angles α = β = 90° and γ = 120°, and volume V = (√3/2)a2c.

Figure 1.

Figure 1

(upper panel) CO2@512 (D), CO2@435663 (D′), and CO2@51268 (E) individual clathrate-like cages. (lower panel) Three-dimensional view of CO2@sH clathrate hydrate crystal structure. The box indicates the unit cell, while red, gray, and brown correspond to oxygen, hydrogen, and carbon atoms, respectively.

The initial crystallographic oxygen atom framework of the empty sH crystal was obtained from single crystal X-ray diffraction experiments,74 while the position and orientation of protons in water molecules were taken from refs (70 and 75). The proton arrangements have been determined according to simple ice rules with zero dipole moments in the unit cell.70 The dimensions of each side of the hexagonal unit cell are a = 12.212 Å and c = 10.143 Å, with the lowest dipole moment and potential energy proton-ordered form obtained from the TIP4P water model. The filled CO2@sH structure was generated by placed initially a single CO2 molecule at the center of all sH cages (see Figure 1).

For both filled CO2@sH and empty sH unit cells, electronic structure DFT calculations were performed with the use of the Quantum Espresso (QE)76,77 code. The plane-wave/pseudopotential approach within the projector-augmented-wave (PAW) method,78 as implemented in the QE code,76,77 was employed. All reported results used the standard PAW potentials supplied within QE, with PBE-based potentials as implemented in the LIBXC library.79 We also used the standard implementation in the LIBXC library79 for the PW86PBE functional. On the one hand, as semilocal DFT functionals are unable to describe dispersion forces that take place in intermolecular and intramolecular contexts, and whose effects need to be quantified, modern approaches account for long-range electron correlation; in particular, semiclassical treatments of the dispersion interaction are considered by DFT-D approaches. Such methods approximate the total molecular energy as a sum of mean-field energy, obtained in this work with the PW86PBE functional, and a dispersion energy contribution. The parameters considered in the different DFT-D approximations depend on the interatomic distance, the atomic dispersion coefficients, and damping functions to evaluate the dispersion energy between atom pairs.36 Here, we have considered the XDM and D4 dispersion correction schemes,8083 which contain three-body intermolecular dispersion contributions. The XDM has been parametrized for the PW86PBE functional,81 and has been implemented in the QE package,77 while the D4 correction to the energy was included as a postprocessing using the DFTD484 code. On the other hand, we have also employed the nonlocal vdW-DF and vdW-DF2 functionals,85,86 as implemented in the QE package,77 to further explore the influence of dispersion forces on the calculated properties. The exchange–correlation energy depends on the exchange energy, the correlation energy, and a term for the nonlocal electron correlation which is obtained using a double space integration, representing an improvement compared to local or semilocal functionals, as the vdW coefficients are themselves functionals of the electron density. The vdW-DF functional constitutes a first-principles DFT treatment of medium- and long-range interactions by means of a nonlocal density-based dispersion correction, while the vdW-DF2 variant involves changes to the exchange and nonlocal correlations to improve the estimation of the binding and counteract the effect of overbinding observed with vdW-DF.35,38,8587

Once we checked the convergence, the energy cutoff for the plane-wave expansion of the wave functions was set up at 80 Ry (1088 eV) and charge density at 360 Ry (4898 eV). A Monkhorst–Pack 2 × 2 × 2 k-point grid88 in the reciprocal space was used per unit cell. Full geometry optimizations were performed by relaxing all atomic positions, employing the BFGS quasi-Newton algorithm with convergence criterion for the components of energy and forces being smaller than 0.0014 eV and 0.026 eV/Å, respectively. Regarding the isolated CO2 and H2O molecules, DFT calculations have been also performed at the Γ-point in a simulation cell of volume 30 × 30 × 30 Å3, considering the Makov–Payne method of electrostatic interaction correction for these aperiodic systems,89 to evaluate their energies.

The cohesive energies per water molecule for the fully single-occupied CO2@sH and the empty sH hydrates were computed as

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and

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where ECO2@sH(a, c) and EH2O/ECO2 are the total energies of the fully occupied CO2@sH hydrate unit cell with lattice constants a and c and of the isolated H2O/CO2 molecules, respectively, while E(sH)empty(a0, c0) is the total energy of the empty sH hydrate unit cell at the equilibrium lattice constants. In turn, the binding energy per CO2 molecule encaged in the empty sH is given by

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Results and Discussion

Structure H Hydrate Crystal Properties: Lattice Structure

Geometric optimizations of all atomic positions of the fully occupied CO2@sH and the empty sH unit cells were carried out to study the guest–lattice effects. DFT/DFT-D calculations without and with the dispersion correction were performed for fixed values of r, defined as the crystal atomic radius between the c and a lattice parameters (r = c/a) for the hexagonal sH structure.63 Total energies were computed as a function of the lattice constant a for the CO2@sH and sH hydrate clathrates, with the r and a ranges being 0.77–0.89 and 11.2–12.8 Å, respectively. The choice of the semilocal PW86PBE functional with the XDM or D4 correction is based on results reported from previous benchmark calculations on both clathrate-like clusters and sI/sII periodic systems,4446,48 while the vdW-DF and vdW-DF2 functionals are also considered for exploring nonlocal dispersion effects.

The equilibrium lattice parameters (a0 and c0) for the full CO2@sH and empty sH clathrate hydrates were calculated by fitting the values of the total CO2@sH(a) and empty sH(a) energies obtained from all-atom geometry relaxations as a function of a and c values to the Murnaghan equation of state (MEOS). The computed energy values are listed in Table S1, while in Figure S1 we displayed the total energy as a function of the volume of both CO2@sH and sH unit cells from PW86PBE, PW86PBE-XDM, and PW86PBE-D4, as well as vdW-DF and vdW-DF2 calculations. The cohesive energies are shown in Figure S2 for all r values, while in Figure 2 they are displayed for only three r values, as a function of the lattice parameter a for the fully occupied CO2@sH (right panel) and empty sH clathrate hydrate (left panel) considering the PW86PBE functional without and with XDM and D4 dispersion corrections and the vdW-DF and vdW-DF2 ones.

Figure 2.

Figure 2

Cohesive energies of the fully occupied CO2@sH (right panel) and empty sH clathrate hydrate (left panel) as a function of lattice constant a and ratio r. Symbols indicate the computed values from the DFT/DFT-D periodic calculations using the QE code, while solid lines display their corresponding MEOS fits.

In the case of CO2@sH we found that the PW86PBE-XDM functional predicts more energetically favorable cohesive energies, reaching values near −17 (kcal/mol)/H2O, while the same functional without dispersion predicts less favorable values, near −14 (kcal/mol)/H2O, and vdW-DF and vdW-DF2 predict values around −14.7 and −16 (kcal/mol)/H2O, respectively.

The CO2@sH hydrate clathrate tends to achieve lower energies when noncovalent interactions are considered in the DFT calculations by implementing semiempirical dispersion corrections, considering the same functional with the XDM and D4 correction methods, or the nonlocal vdW-DF and vdW-DF2 functionals. The ratio r equal to 0.80 (green line in Figure 2, left panel) is the one that predicts the equilibrium structures for the three PW86PBE approaches studied, with Ecoh = −17.092 (kcal/mol)/H2O, a0 = 12.239 Å, and c0 = 9.791 Å being the optimal parameters obtained for the CO2@sH unit cell with the PW86PBE-XDM functional, while Ecoh = −16.075 (kcal/mol)/H2O with a0 = 12.487 Å and c0 = 9.990 Å are obtained from the vdW-DF2 calculations.

As there are no experimental reference data of lattice parameter values in the literature for the CO2@sH/sH clathrates, we choose to compare values available on similar systems. Thus, for example, powder X-ray diffraction (PXRD) data have confirmed the formation of binary sH hydrate containing molecular hydrogen in the small cages and large guest molecules in the large cavities, with the sH lattice parameters being a0 = 12.203 Å and c0 = 9.894 Å at 90 K,49 consistent with other sH hydrates for temperatures of 89–200 K74,90 or those (a0 = 11.980 Å and c0 = 9.992 Å) reported for CH4@sH at high pressures of 0.6–0.9 GPa.66 Another PXRD study on binary sH clathrate hydrates of neohexane (NH) with Ar, Kr, and CH4 at temperatures of 93–183 K has reported lattice parameters by means of thermal expansion extrapolation of a = 12.115 Å and c = 9.953 Å at T = 0 K58 in the case of Kr, resulting very closely to the PW86PBE-XDM MEOS fit values, within 1 and 1.6%, respectively. Further, more recent PXRD studies7,91 on sH clathrates containing nitrogen (N2) and NH molecules have estimated unit cell dimensions to be a0 = 12.2342 Å and c = 9.9906 Å at 153 K, while the lattice parameters of the sH hydrates formed in CO2 (20%) + N2 (80%) + NH gas mixtures have been reported to be a0 = 12.25 and c = 10.14 Å. Our results are in good accord with these estimates, presenting errors of less than 0.3 and 1% for a and c, respectively, compared to the later PXRD data available.

For the empty sH we found similar results (see right panel in Figure 2), with PW86PBE-XDM predicting the lowest cohesive energy values near −16 (kcal/mol)/H2O, PW86PBE-D4 values are found near −15.5 (kcal/mol)/H2O while the same functional without dispersion predicts less favorable values by about 2 (kcal/mol)/H2O, and the vdW-DF and vdW-DF2 values are around −13 and −14.5 (kcal/mol)/H2O, respectively. The ratio r value of 0.82 (see cyan line in Figure 2) is the one that predicts the equilibrium structure considering the three DFT/DFT-D approaches, with the optimal lattice sH parameters being a0 = 12.038 Å and c0 = 9.871 Å, and Ecoh= −16.143 (kcal/mol)/H2O, from the PW86PBE-XDM calculations. The optimal a0 and c0 values of 12.447/12.352 and 10.207/10.128 Å, obtained from the vdW-DF/vdW-DF2 calculations, are larger than those from PW86PBE. Once more, due to the lack of experimental references of the equilibrium lattice constants, a and c, for the sH empty hydrate, we have compared our results with those of refs (63, 70, 73, and 74) as given from single crystal X-ray diffraction experiments and MD simulations on similar sH hydrate systems, as well as DFT calculations with B3LYP, rev-PBE, and vdW-DRSLL functionals for the sH hydrate. The reported values from the later DFT study63 for the sH lattice constants were a = 12.100 Å and c = 9.960 Å, which are close to the present PW86PBE-XDM results within 0.1 Å and around 0.3 Å compared to the vdW-DF/vdW-DF2 data in both cases.

Another representation of the variation of the cohesive energy as a function of the lattice parameter a and the ratio r is shown in Figure S3, where contour plots for CO2@sH and sH clathrate hydrates considering PW86PBE functional without and with XDM and D4 dispersion corrections are displayed. The dark red color corresponds to cohesive energy minima, while dark blue areas correspond to higher energy values. The equipotential lines are plotted according to the maximum and minimum of each case with intervals of 0.2 (kcal/mol)/H2O. It is possible to see the comparison between the fully filled CO2@sH clathrate and the empty sH hydrate unit cells for the different DFT-D functionals. In all cases, the minimum corresponds to r values of 0.8–0.81 and 0.81–0.82 for the filled clathrate and empty sH hydrates, respectively.

The structural parameters obtained from the corresponding MEOS fits for each functional are listed in Table 1. As shown, the PW86PBE-XDM functional predicts the most stable cohesive energies for both fully CO2-filled and empty sH crystal hydrate, reaching energies of −17 and −16 kcal/mol, respectively, contrary to the case of the functional without dispersion that does not take into account the vdW forces, specifically in the guest–host interactions, and it predicts energies about 17% higher than those obtained when considering the XDM dispersion scheme. Further, we found that the absence of CO2 molecules trapped inside the crystal lattice implies a structural change represented by a reduction in the a0 lattice constants considering the three variants of the PW86PBE functional, as well as the vdW-DF and vdW-DF2 ones. Concerning the c0 lattice parameter values, we found that PW86PBE-XDM and vdW-DF2 predict a reduction of this constant when the hydrate is filled, while the opposite, an increase in the c lattice parameter, is observed in all other cases.

Table 1. Parameters Obtained from MEOS Fit by Considering PW86PBE Functional without and with XDM or D4 Correction Dispersion and Nonlocal vdW-DF and vdW-DF2 Functionals for CO2@sH and sH Clathrate Hydrates.

hydrate parameter PW86PBE PW86PBE-XDM PW86PBE-D4 vdW-DF vdW-DF2
CO2@sH a0 (Å) 12.424 12.239 12.328 12.604 12.487
  c0 (Å) 9.939 9.791 9.863 10.209 9.990
  r0 0.8 0.8 0.8 0.81 0.8
  V0 (Å3) 1328.549 1270.130 1298.142 1404.361 1348.886
  B0 (GPa) 11.91 14.38 12.57 9.84 12.03
  B0 5.26 5.47 5.85 4.92 5.70
sH a0 (Å) 12.241 12.038 12.129 12.447 12.352
  c0 (Å) 9.915 9.871 9.825 10.207 10.128
  r0 0.81 0.82 0.81 0.82 0.82
  V0 (Å3) 1270.731 1238.903 1251.779 1369.463 1338.204
  B0 (GPa) 11.17 12.56 11.82 7.88 9.83
  B0 5.73 5.99 6.20 5.51 5.53

Pressure Effects and Compressional Anisotropy

The effects of pressure on the structures of CO2@sH and sH clathrate hydrates are also investigated, as described quantitatively by the MEOS. The pressure–volume diagrams, shown in Figure 3, were obtained from the MEOS equation

graphic file with name jp2c04140_m004.jpg

for both the CO2-filled and empty sH hydrates at T = 0 K. Results are given up to a high pressure of 2.5 GPa, which is beyond the CO2 hydrate decomposition.2

Figure 3.

Figure 3

Pressure effects on unit cell volumes of CO2@sH clathrate and empty sH hydrate. Symbols correspond to the computed values from the indicated DFT/DFT-D periodic calculations using the QE code, while solid lines display their corresponding MEOS fits.

As can be seen in Figure 3, the volume is compressed somehow more rapidly for the empty sH hydrate than for the CO2@sH clathrate when pressure is increased, according to the results from the PW86PBE-XDM, vdW-DF2, and vdW-DF calculations. A similar behavior is also predicted from the PW86PBE-D4 and PW86PBE data, although the differences between the curves corresponding to the empty and single CO2-filled sH structures are smaller, compared to those obtained from the dispersion-corrected PW86PBE-XDM, vdW-DF2, and vdW-DF functionals. In Table 1 we list the equilibrium unit cell volume (V0), the isothermal bulk modulus B0, and the bulk modulus pressure derivative B0 at zero pressure, as estimated from the fittings to the MEOS equation, for CO2@sH clathrate and empty sH hydrate from all PW86PBE/-XDM/-D4 calculations. The MEOS equation assumes linear dependence of the bulk modulus with pressure, B = B0 + B0P, with B0 constant, and thus is valid for low compressions with 0 < P < B0/2.

From PW86PBE/-XDM/-D4 (without/with dispersion corrections) calculations we obtained B0 values of 11.91/14.38/12.57 GPa and B0 = 5.26/5.47/5.85 for the bulk CO2@sH clathrate and B0 = 11.17/12.56/11.82 GPa and B0 = 5.73/5.99/6.20 for the sH empty hydrate, while from vdW-DF/vdW-DF2 B0 values of 9.84/12.03 and 7.88/9.83 GPa and B0 values of 4.92/5.70 and 5.51/5.53 were calculated for the bulk CO2 filled and empty sH hydrates. All DFT/DFT-D functionals predict larger B0 values for CO2@sH than the empty sH hydrate, with PW86PBE-XDM yielding higher B0 values (lower compressibility) than those obtained from the remaining PW86PBE, PW86PBE-D4, and nonlocal vdW-DF/vdW-DF2 functionals. The higher B0 values reflect the effect of the vdW dispersion interactions and are consistent with the higher binding found from the PW86PBE-XDM calculations compared to those with the PW86PBE functional, in accord with previous studies in similar clathrate systems.63,92 In turn, we found that the B0 values for the CO2@sH and sH crystals are higher than those computed for the bulk CO2@sI, sI and sII and smaller compared to the bulk CO2@sII, according to the PW86PBE-XDM results from refs (45 and 46). Such comparisons indicate that the CO2@sH systems show less and more resistance to compression than CO2@sI and CO2@sII, respectively.

As the sH hydrates are identified by structural anisotropy due to their hexagonal lattice structure, we have also analyzed and compared it to the relatively isotropic cubic sI and sII hydrate structures. Thus in Figure 4 we display the compressional response of the a and c lattice constants of CO2@sH and sH, where their changes as a function of pressure at 0 K are shown from the PW86PBE/-XDM/-D4 and vdW-DF/vdW-DF2 calculations. One can see that the a lattice constant presents higher changes than the c lattice constant, indicating that both CO2@sH clathrates and sH hydrates are more compressible in the a direction than in the c one. The a lattice constant increases with the CO2 filling of the sH hydrate, while the c lattice constant decreases, except the PW86PBE case. The PW86PBE and PW86PBE-D4 as well as the vdW-DF and vdW-DF2 results show similar changes in lattice parameters with pressure, while the PW86PBE-XDM data predict more compact and less compressible structures (except in the c direction of the empty sH structure systems). The same behavior in the a lattice constant with pressure has been also observed in the cases of the CO2@sI and CO2@sII clathrates and empty sI and sII hydrates. Such an anisotropic lattice expansion of the sH hydrates has been previously reported for several binary sH clathrates58,63 and has been found to affect their thermal expansion,90 too.

Figure 4.

Figure 4

Pressure effect on a and c lattice parameters for CO2@sH and sH hydrates. Symbols correspond to the computed values from the indicated DFT/DFT-D functional. Solid lines correspond to fully occupied CO2@sH hydrate, and dashed lines correspond to the empty sH hydrate.

Structure H Energetics: Gradual CO2@sH Cage Occupation

In the case of single cage occupancy, we present the results on the energetics focused first on the study on progressive CO2 occupancy of the sH crystal unit cell. We start from the empty sH unit cell, and in each step the system is optimized by including one more CO2 molecule in each of the remaining sH cages. In this way, the binding energies with respect to the guest-free or partially filled system were calculated, and in Figure 5 all such single filling processes are shown, starting from one up to six CO2 guests.

Figure 5.

Figure 5

Schematic representation of the gradual single CO2 cage occupation of the sH crystal. Yellow, green, and blue correspond to the D, D′, and E cages, respectively, and energies (in kcal/mol) at each indicated step from PW86PBE-XDM calculations.

In Figure 5, we labeled the six CO2 positions in the CO2@sH unit cell. Thus, positions 1–3 correspond to the small D cages (D1, D2, D3), while positions 4 and 5 correspond to D′ (D′1, D′2) cages and position 6 corresponds to the large E (E1) sH cage. The results of the energetics shown in Figure 5 correspond to those obtained from the PW86PBE-XDM calculations. The numbers on each arrow in Figure 5 indicate the energy gained in the corresponding step of the process with respect to the empty or partially occupied sH clathrate and the free CO2 molecules. The obtained results show that CO2 binding is more favorable for the D′ cage, with an energy gain between 4.29 and 6.01 kcal/mol at each step, indicating a preference of the CO2 for occupying the irregular D′ cage of the sH hydrate as well as the D cages, estimating average energies of −4.13, −4.84, and −2.05 kcal/mol for the CO2 enclathration in the D, D′, and E sH crystal cages, respectively. According to our PW86PBE-XDM computations the energy difference between the occupations of the D and irregular D′ cages is around 0.7 kcal/mol, while the energy difference between the occupations of the D′ and E cages is found to be 2.8 kcal/mol. It is clear that there is a significant preference of the CO2 for the D′ and D cages compared to the E cage. We found that the full single CO2 occupation of the sH structure is energetically favorable, with a total energy gain of 25.655 kcal/mol from the PW86PBE-XDM calculations. Such a preference of the CO2 molecule for occupying a specific type/size of cage has been previously reported for the T cage of the CO2@sI clathrate crystal,16,25,44,45,48 which has been related to the CO2 orientation in the cage and the stability of this clathrate.

In Table 2 we also present results on the energetics from all present DFT/DFT-D calculations on the saturation energy of the fully single CO2 filled CO2@sH clathrate hydrate. One can see that full occupation is favorable only when the XDM or D4 dispersion corrections are considered in the semilocal PW86PBE functional. The more energetically stable value is obtained with the PW86PBE-XDM functional, with a mean energy gain of 4.28 (kcal/mol)/CO2 compared to the 0.56 (kcal/mol)/CO2 from the PW86PBE-D4 computations. In turn, both nonlocal vdW-DF and vdW-DF2 functionals predict even more favorable CO2 occupation of the sH structure with mean energy gains of 8.74 and 7.49 (kcal/mol)/CO2, respectively. The sH structure is the smallest in size compared to sI and sII hydrates, with its unit cell containing 34 water molecules forming 6 cages, close to the size of the sI with 46 water molecules and 8 cages, while the sII unit cell is larger with 136 water molecules and 24 cages. Therefore, regarding their energetic stability at zero pressure and temperature, we found that it decreases in the sequence CO2@sI, CO2@sII, and CO2@sH clathrates, with mean occupation energies of −6.375, −4.471, and −4.28 (kcal/mol)/CO2, respectively, from the PW86PBE-XDM calculations,45,46 with the single fully CO2-filled sH structure being the less stable one.

Table 2. Saturation Energy for the Fully Single CO2 Filled sH Hydrate, Binding Energy per CO2 to the Empty sH, and Cohesive Energy of the Empty sH hydrate Computed from the Indicated DFT and DFT-D Calculations.

energy PW86PBE PW86PBE-XDM PW86PBE-D4 vdW-DF vdW-DF2
ΔEsat (kcal/mol) 14.283 –25.655 –3.267 –52.426 –44.946
ΔECO2@sH ((kcal/mol)/CO2) –9.287 –18.017 –14.597 –17.612 –16.238
ΔEcohempty(sH) ((kcal/mol)/H2O) –12.417 –13.915 –13.003 –11.618 –13.210

The binding energy of the CO2 to empty sH and the cohesive energy of empty sH hydrate at their corresponding equilibrium lattice parameters a0 and c0 obtained from the present calculations are also listed in Table 2. We found that PW86PBE-XDM, PW86PBE-D4, and vdW-DF2 calculations predict close cohesive energy values of −13.915, 13.003, and −13.210 (kcal/mol)/H2O, respectively, while PW86PBE-XDM predicts a stronger binding of CO2 compared to PW86PBE-D4 as well as to the PW86PBE functional without dispersion, with values of −18.017, −14.597, and −9.287 (kcal/mol)/CO2, respectively, indicating clearly the effect of the dispersion corrections. Similar values of −17.612 and −16.238 (kcal/mol)/H2O are also obtained by employing the nonlocal vdW-DF and vdW-DF2 functionals.

CO2 Orientation in the sH Crystal: Comparative Analysis

In Figure 6 we display different xyz views of the fully occupied CO2@sH crystal’s unit cell as obtained from the PW86PBE-XDM geometry relaxation calculations. As CO2 is a linear molecule, we discuss its orientation in the cages in terms of (r, θ, ϕ) coordinates, as shown in the inset plot of Figure 6, where r is the distance of the C atom from the center of each cage, while θ and ϕ are the polar and azimuthal angles, respectively. The corresponding coordinates for each encapsulated CO2 in the D, D′, and E sH cages are listed in Table S2.

Figure 6.

Figure 6

Views of the orientation of the CO2 molecules inside the fully occupied sH unit cell obtained from periodic PW86PBE-XDM calculations.

As it is seen, θ angle values are close to 90° (between 88.4 and 89.8°) in all cases, while ϕ ranges between 0.37 and 9.4° in the CO2@sH unit cell crystal. The CO2 molecules are found to be located almost at the center of the D′ and E cages (shifted by just 0.05 and 0.004 Å), while off-center shifts by 0.15–0.25 Å are obtained for the D cages. By examining the CO2 orientations trapped in the individual D, D′, and E cages reported in previous DF-MP2 and DFT/B3LYP-D3M(BJ) finite-size cluster calculations,25 we found that CO2 in the large E cage maintains its orientation in the periodic system, while changes are observed in its orientation inside the smaller D and D′ cages compared to the individual cluster systems. In particular, the CO2 molecules show an alignment in the unit cell crystal cages, in contrast to the individual cage cases. With respect to the CO2 position in each sH cage, we found some differences between the values in the individual cages and those in the unit cell crystal. We obtained that the CO2 molecule is located slightly offset from the center of the D cage in the periodic system, while in the individual cage this shift is not observed. In the case of the D′ and E cages, the shifts are smaller in the periodic unit cell than those in the individual cages. As discussed, during the progressive single CO2 occupation an energetic preference in occupying the D′ and D cages of the sH crystal cell compared to the E cage is found; however, such a preference clearly depends on the type/size of the cage, as well as its position and surrounding connections in the crystal unit cell.

Summary and Conclusions

We have carried out first-principles computations for the entire periodic crystal of the CO2@sH clathrate hydrate for evaluating guest–lattice effects and their influence on the crystal structure and energetics. In particular, we started by benchmarking the performance of semilocal and nonlocal DFT/DFT-D functionals, identifying those that performed best, and then employed them to investigate the structural stability and energetics of the single CO2 gradual occupation process of the sH crystal. Our results on binding and cohesion energies, lattice parameters, and pressure compressibility effects indicate the importance of including dispersion corrections in both empty sH hydrate and CO2@sH clathrate hydrate crystals. On the basis of our analysis the PW86PBE functional with XDM dispersion correction yields the best performance on the interaction between the CO2 guest and the sH lattice, in accord with previous studies in sI and sII crystals, while the results of the nonlocal vdW-DF and vdW-DF2 functionals reflect an expansion in the unit cell parameters with variant response to pressure in both CO2@sH and sH crystals.

The present computations reveal that the process of CO2 enclathration in the sH structure is energetically favorable, with a total energy gain of near 26 kcal/mol from the PW86PBE-XDM calculations, for the fully single CO2 occupation of the sH unit cell, which is less than the energy gain in the cases of CO2@sI and CO2@sII clathrates. We also observed structural changes when CO2 molecules get trapped in the sH crystal lattice, represented by an increase in the a lattice constant and a reduction in the c lattice constant compared to the empty sH crystal. Pressure effects were also evaluated, and compressional anisotropy was found to be noticeable by comparing the response of the a and c lattice parameters as a function of pressure. The occupancy preferences of CO2 in the sH crystal were also investigated, and it was found that the D′ cages are more favored than the D or E cages. Our results confirm that the CO2 molecules show an aligned orientation in the sH crystal cages, with the energetic preference in filling the D′ and D cages compared to the E depending on the size of the cage and its surrounding connections in the crystal lattice.

The computations also show the complex interplay of the details of the molecular structure and energetics in determining lattice parameters and stability of single molecule clathrate hydrates. In cases where cages have multiple CO2 or binary guest occupancies, other complications will enter for predicting lattice constants and phase stability. Thus, due to the high relevance in the field of CO2 gas sequestration and storage applications, the impact of multiple cage occupancies on the stability of CO2@sI/sII/sH clathrates and the presence of a help gas for enhancing capacity storage will be the next issues to explore, looking into evolutions that lead to stabilizing effects of sI/sII/sH structures when the CO2 content increases. Such a structural stability factor analysis for multicomponent systems requires a detailed and reliable description of the bonding and nonbonding contributions to the potential guest–host, host–host, and guest–guest molecular interactions, considering lattice effects in the complete unit cell, followed by a complete thermodynamic investigation under pressure and temperature.

Overall, our present results contribute to enhance understanding of the underlying interactions that serve to check and test earlier assumptions, leading to computationally improved estimates and proper characterization of the material properties of sH hydrate crystals. We envisage that the outcome of the present first-principles study will trigger further investigations on identifying formation processes and mechanisms, highly related to gas hydrate based CO2 capture technologies.

Acknowledgments

The authors acknowledge the “Centro de Calculo del IFF/SGAI-CSIC” and CESGA-Supercomputing centre for allocation of computer time. This work has been supported by Comunidad de Madrid grant IND2018/TIC-9467, MICINN grant PID2020-114654GB-I00, and COST Action CA18212(MD-GAS). A.C.-R. thanks “Fundación Banco Santander” for the research scholarship.

Supporting Information Available

The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acs.jpcc.2c04140.

  • MEOS fit parameters and CO2 orientations in the CO2@sH crystal unit cell from DFT-D calculations; energies versus volume and lattice constant dependence (PDF)

The authors declare no competing financial interest.

Supplementary Material

jp2c04140_si_001.pdf (3.5MB, pdf)

References

  1. Sloan E. D.; Koh C. A.. Clathrate Hydrates of Natural Gases, 3rd ed.; CRC Press: 2007. [Google Scholar]
  2. Hirai H.; Komatsu K.; Honda M.; Kawamura T.; Yamamoto Y.; Yagi T. Phase changes of CO2 hydrate under high pressure and low temperature. J. Chem. Phys. 2010, 133, 124511. 10.1063/1.3493452. [DOI] [PubMed] [Google Scholar]
  3. Fleyfel F.; Devlin J. P. Carbon dioxide clathrate hydrate epitaxial growth: spectroscopic evidence for formation of the simple type-II carbon dioxide hydrate. J. Phys. Chem. 1991, 95, 3811–3815. 10.1021/j100162a068. [DOI] [Google Scholar]
  4. Staykova D. K.; Kuhs W. F.; Salamatin A. N.; Hansen T. Formation of Porous Gas Hydrates from Ice Powders: Diffraction Experiments and Multistage Model. J. Phys. Chem. B 2003, 107, 10299–10311. 10.1021/jp027787v. [DOI] [Google Scholar]
  5. Dartois E.; Schmitt B. Carbon Dioxide Clathrate Hydrate FTIR Spectrum. A & A 2009, 504, 869–873. 10.1051/0004-6361/200911812. [DOI] [Google Scholar]
  6. Narayanan T. M.; Imasato K.; Takeya S.; Alavi S.; Ohmura R. Structure and Guest Dynamics in Binary Clathrate Hydrates of Tetrahydropyran with Carbon Dioxide/Methane. J. Phys. Chem. C 2015, 119, 25738–25746. 10.1021/acs.jpcc.5b08220. [DOI] [Google Scholar]
  7. Lee Y.; Lee D.; Lee J.-W.; Seo Y. Enclathration of CO2 as a co-guest of structure H hydrates and its implications for CO2 capture and sequestration. Appl. Energy 2016, 163, 51–59. 10.1016/j.apenergy.2015.11.009. [DOI] [Google Scholar]
  8. Cladek B. R.; Everett S. M.; McDonnell M. T.; Tucker M. G.; Keffer D. J.; Rawn C. J. Molecular Rotational Dynamics in Mixed CH4-CO2 Hydrates: Insights from Molecular Dynamics Simulations. J. Phys. Chem. C 2019, 123, 26251–26262. 10.1021/acs.jpcc.9b06242. [DOI] [Google Scholar]
  9. Chastain B. K.; Chevrier V. Methane clathrate hydrates as a potential source for martian atmospheric methane. Planet. Space Sci. 2007, 55, 1246–1256. 10.1016/j.pss.2007.02.003. [DOI] [Google Scholar]
  10. Kargel J.; Tanaka K.; Baker V.; Komatsu G.; MacAyeal D. Formation and dissociation of clathrate hydrates on Mars: polar caps, northern plains and highlands. Presented at the Lunar and Planetary Science XXXI Conference, 2000.
  11. Dartois E.; Langlet F. Carbon dioxide clathrate hydrate formation at low temperature. Diffusion-limited kinetics growth as monitored by FTIR. A & A 2021, 652, A74. 10.1051/0004-6361/202140858. [DOI] [Google Scholar]
  12. Goel M.; Sudhakar M.; Shahi R.. Carbon Capture, Storage and Utilization - A Possible Climate Change Solution for Energy Industry; CRC Press: 2019. [Google Scholar]
  13. Struzhkin V.; Militzer B.; Mao W.; Mao H.-K.; Hemley R. Hydrogen Storage in Molecular Clathrates. Chem. Rev. 2007, 107, 4133–4151. 10.1021/cr050183d. [DOI] [PubMed] [Google Scholar]
  14. Willow S. Y.; Xantheas S. S. Enhancement of Hydrogen Storage Capacity in Hydrate Lattices. Chem. Phys. Lett. 2012, 525–526, 13–18. 10.1016/j.cplett.2011.12.036. [DOI] [Google Scholar]
  15. Chong Z. R.; Yang S. H. B.; Babu P.; Linga P.; Li X.-S. Review of Natural Gas Hydrates as an Energy resource: Prospects and Challenges. Appl. Energy 2016, 162, 1633–1652. 10.1016/j.apenergy.2014.12.061. [DOI] [Google Scholar]
  16. Jia J.; Liang Y.; Tsuji T.; Murata S.; Matsuoka T. Elasticity and stability of clathrate hydrate: role of guest molecule motions. Sci. Rep. 2017, 7, 1290. 10.1038/s41598-017-01369-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Futera Z.; Celli M.; del Rosso L.; Burnham C. J.; Ulivi L.; English N. J. Vibrational Modes of Hydrogen Hydrates: A First-Principles Molecular Dynamics and Raman Spectra Study. J. Phys. Chem. C 2017, 121, 3690–3696. 10.1021/acs.jpcc.6b11029. [DOI] [Google Scholar]
  18. Boswell R.; Schoderbek D.; Collett T. S.; Ohtsuki S.; White M.; Anderson B. J. T. The Ignik Sikumi Field Experiment, Alaska North Slope: Design, Operations, and Implications for CO2-CH4 Exchange in Gas Hydrate Reservoirs. Energy Fuels 2017, 31, 140–153. 10.1021/acs.energyfuels.6b01909. [DOI] [Google Scholar]
  19. Striolo A. Clathrate hydrates: recent advances on CH4 and CO2 hydrates, and possible new frontiers. Mol. Phys. 2019, 117, 3556–3568. 10.1080/00268976.2019.1646436. [DOI] [Google Scholar]
  20. Gupta A.; Baron G. V.; Perreault P.; Lenaerts S.; Ciocarlan R.-G.; Cool P.; Mileo P. G.; Rogge S.; Van Speybroeck V.; Watson G.; Van Der Voort P.; Houlleberghs M.; Breynaert E.; Martens J.; Denayer J. F. Hydrogen Clathrates: Next Generation Hydrogen Storage Materials. Energy Stor. Mater. 2021, 41, 69–107. 10.1016/j.ensm.2021.05.044. [DOI] [Google Scholar]
  21. Koh C. A.; Sloan E. Natural Gas Hydrates: Recent Advances and Challenges in Energy and Environmental Applications. AIChE J. 2007, 53, 1636–1643. 10.1002/aic.11219. [DOI] [Google Scholar]
  22. Koh C. A.; Sloan E. D.; Sum A. K.; Wu D. T. Fundamentals and Applications of Gas Hydrates. Annu. Rev. Chem. Biomol. Eng. 2011, 2, 237–257. 10.1146/annurev-chembioeng-061010-114152. [DOI] [PubMed] [Google Scholar]
  23. House K. Z.; Schrag D. P.; Harvey C. F.; Lackner K. S. Permanent carbon dioxide storage in deep-sea sediments. Proc. Natl. Ac. Sci. 2006, 103, 12291–12295. 10.1073/pnas.0605318103. [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Duc N. H.; Chauvy F.; Herri J.-M. CO2 capture by hydrate crystallization - A potential solution for gas emission of steelmaking industry. Energy Convers. Manag. 2007, 48, 1313–1322. 10.1016/j.enconman.2006.09.024. [DOI] [Google Scholar]
  25. Arismendi-Arrieta D. J.; Valdés A.; Prosmiti R. A Systematic Protocol for Benchmarking GuestHost Interactions by First-Principles Computations: Capturing CO2 in Clathrate Hydrates. Chem.—Eur. J. 2018, 24, 9353–9363. 10.1002/chem.201800497. [DOI] [PubMed] [Google Scholar]
  26. Alavi S.; Woo T. K. How Much Carbon Dioxide Can be Stored in the Structure H Clathrate Hydrates? A Molecular Dynamics Study. J. Chem. Phys. 2007, 126, 044703. 10.1063/1.2424936. [DOI] [PubMed] [Google Scholar]
  27. Vítek A.; Arismendi-Arrieta D. J.; Rodriguez-Cantano R.; Prosmiti R.; Villarreal P.; Kalus R.; Delgado-Barrio G. Computational investigations of the thermodynamic properties of size-selected water and Ar-water clusters: high-pressure transitions. Phys. Chem. Chem. Phys. 2015, 17, 8792–8801. 10.1039/C4CP04862H. [DOI] [PubMed] [Google Scholar]
  28. Míguez J. M.; Conde M. M.; Torré J.-P.; Blas F.; Pineiro M. M.; Vega C. Molecular dynamics simulation of CO2 hydrates: Prediction of three phase coexistence line. J. Chem. Phys. 2015, 142, 124505. 10.1063/1.4916119. [DOI] [PubMed] [Google Scholar]
  29. Valdés A.; Arismendi-Arrieta D. J.; Prosmiti R. Quantum Dynamics of Carbon Dioxide Encapsulated in the Cages of the sI Clathrate Hydrate: Structural Guest Distributions and Cage Occupation. J. Phys. Chem. C 2015, 119, 3945–3956. 10.1021/jp5123745. [DOI] [Google Scholar]
  30. Arismendi-Arrieta D. J.; Vítek A.; Prosmiti R. High Pressure Structural Transitions in Kr Clathrate-Like Clusters. J. Phys. Chem. C 2016, 120, 26093–26102. 10.1021/acs.jpcc.6b07584. [DOI] [Google Scholar]
  31. Riplinger C.; Pinski P.; Becker U.; Valeev E. F.; Neese F. Sparse Maps–A Systematic Infrastructure for Reduced-Scaling Electronic Structure Methods. II. Linear Scaling Domain Based Pair Natural Orbital Coupled Cluster Theory. J. Chem. Phys. 2016, 144, 024109. 10.1063/1.4939030. [DOI] [PubMed] [Google Scholar]
  32. Mostofi A. A.; Haynes P. D.; Skylaris C. K.; Payne M. C. ONETEP: Linear-Scaling Density-Functional Theory with Plane-Waves. Mol. Simul. 2007, 33, 551–555. 10.1080/08927020600932801. [DOI] [Google Scholar]
  33. Beran G. J. Modeling polymorphic molecular crystals with electronic structure theory. Chem. Rev. 2016, 116, 5567–5613. 10.1021/acs.chemrev.5b00648. [DOI] [PubMed] [Google Scholar]
  34. Johnson E. R.; Mackie I. D.; DiLabio G. A. Dispersion interactions in density-functional theory. J. Phys. Org. Chem. 2009, 22, 1127–1135. 10.1002/poc.1606. [DOI] [Google Scholar]
  35. Klimeš J.; Michaelides A. Perspective: Advances and challenges in treating van der Waals dispersion forces in density functional theory. J. Chem. Phys. 2012, 137, 120901. 10.1063/1.4754130. [DOI] [PubMed] [Google Scholar]
  36. Grimme S.; Hansen A.; Brandenburg J.; Bannwarth C. Dispersion-Corrected Mean-Field Electronic Structure Methods. Chem. Rev. 2016, 116, 5105. 10.1021/acs.chemrev.5b00533. [DOI] [PubMed] [Google Scholar]
  37. Smith D. G. A.; Burns L. A.; Patkowski K.; Sherrill C. D. Revised Damping Parameters for the D3 Dispersion Correction to Density Functional Theory. J. Phys. Chem. Lett. 2016, 7, 2197–2203. 10.1021/acs.jpclett.6b00780. [DOI] [PubMed] [Google Scholar]
  38. Hermann J.; DiStasio R.; Tkatchenko A. First-Principles Models for van der Waals Interactions in Molecules and Materials: Concepts, Theory, and Applications. Chem. Rev. 2017, 117, 4714. 10.1021/acs.chemrev.6b00446. [DOI] [PubMed] [Google Scholar]
  39. Witte J.; Mardirossian N.; Neaton J. B.; Head-Gordon M. Assessing DFT-D3 Damping Functions Across Widely Used Density Functionals: Can We Do Better?. J. Chem. Theory Comput. 2017, 13, 2043–2052. 10.1021/acs.jctc.7b00176. [DOI] [PubMed] [Google Scholar]
  40. Medvedev M.; Bushmarinov I.; Sun J.; Perdew J.; Lyssenko K. Density functional theory is straying from the path toward the exact functional. Science 2017, 355, 49–52. 10.1126/science.aah5975. [DOI] [PubMed] [Google Scholar]
  41. Gillan M. J.; Alfé D.; Michaelides A. Perspective: How good is DFT for water?. J. Chem. Phys. 2016, 144, 130901. 10.1063/1.4944633. [DOI] [PubMed] [Google Scholar]
  42. León-Merino I.; Rodríguez-Segundo R.; Arismendi-Arrieta D. J.; Prosmiti R. Assessing Intermolecular Interactions in Guest-Free Clathrate Hydrate Systems. J. Phys. Chem. A 2018, 122, 1479–1487. 10.1021/acs.jpca.7b12107. [DOI] [PubMed] [Google Scholar]
  43. Yanes-Rodríguez R.; Arismendi-Arrieta D.; Prosmiti R. He inclusion in ice-like and clathrate-like frameworks: a benchmark quantum chemistry study of guest-host interactions. J. Chem. Inf. Model. 2020, 60, 3043–3056. 10.1021/acs.jcim.0c00349. [DOI] [PubMed] [Google Scholar]
  44. Cabrera-Ramírez A.; Arismendi-Arrieta D. J.; Valdés A.; Prosmiti R. Structural stability of the CO2@ sI hydrate: a bottom-up quantum chemistry approach on the guest-cage and inter-cage interactions. ChemPhysChem 2020, 21, 2618. 10.1002/cphc.202000753. [DOI] [PubMed] [Google Scholar]
  45. Cabrera-Ramírez A.; Arismendi-Arrieta D. J.; Valdés Á.; Prosmiti R. Exploring CO2@ sI Clathrate Hydrates as CO2 Storage Agents by Computational Density Functional Approaches. ChemPhysChem 2021, 22, 359–369. 10.1002/cphc.202001035. [DOI] [PubMed] [Google Scholar]
  46. Cabrera-Ramírez A.; Yanes-Rodríguez R.; Prosmiti R. Computational density-functional approaches on finite-size and guest-lattice effects in CO2@ sII clathrate hydrate. J. Chem. Phys. 2021, 154, 044301. 10.1063/5.0039323. [DOI] [PubMed] [Google Scholar]
  47. English N. J.; MacElroy J. Perspectives on molecular simulation of clathrate hydrates: Progress, prospects and challenges. Chem. Eng. Sci. 2015, 121, 133–156. 10.1016/j.ces.2014.07.047. [DOI] [Google Scholar]
  48. Izquierdo-Ruiz F.; Otero-de-la Roza A.; Contreras-García J.; Prieto-Ballesteros O.; Recio J. M. Effects of the CO2 Guest Molecule on the sI Clathrate Hydrate Structure. Materials 2016, 9, 777. 10.3390/ma9090777. [DOI] [PMC free article] [PubMed] [Google Scholar]
  49. Strobel T. A.; Koh C. A.; Sloan E. D. Water cavities of sH clathrate hydrate stabilized by molecular hydrogen. J. Phys. Chem. B 2008, 112, 1885–1887. 10.1021/jp7110549. [DOI] [PubMed] [Google Scholar]
  50. Vidal-Vidal A.; Perez-Rodriguez M.; Torre J.-P.; Pineiro M. M. DFT calculation of the potential energy landscape topology and Raman spectra of type I CH4 and CO2 hydrates. Phys. Chem. Chem. Phys. 2015, 17, 6963–6975. 10.1039/C4CP04962D. [DOI] [PubMed] [Google Scholar]
  51. Ikeda T.; Yamamuro O.; Matsuo T.; Mori K.; Torii S.; Kamiyama T.; Izumi F.; Ikeda S.; Mae S. Neutron diffraction study of carbon dioxide clathrate hydrate. J. Phys. Chem. Solids 1999, 60, 1527–1529. 10.1016/S0022-3697(99)00165-1. [DOI] [Google Scholar]
  52. Udachin K. A.; Ratcliffe C. I.; Ripmeester J. A. Structure, Composition, and Thermal Expansion of CO2 Hydrate from Single Crystal X-ray Diffraction Measurements. J. Phys. Chem. B 2001, 105, 4200–4204. 10.1021/jp004389o. [DOI] [Google Scholar]
  53. Takeya S.; Udachin K. A.; Moudrakovski I. L.; Susilo R.; Ripmeester J. A. Direct Space Methods for Powder X-ray Diffraction for Guest-Host Materials: Applications to Cage Occupancies and Guest Distributions in Clathrate Hydrates. J. Am. Chem. Soc. 2010, 132, 524–531. 10.1021/ja905426e. [DOI] [PubMed] [Google Scholar]
  54. Tezuka K.; Murayama K.; Takeya S.; Alavi S.; Ohmura R. Effect of guest size and conformation on crystal structure and stability of structure H clathrate hydrates: experimental and molecular dynamics simulation studies. J. Phys. Chem. C 2013, 117, 10473–10482. 10.1021/jp4005899. [DOI] [Google Scholar]
  55. Takeya S.; Hachikubo A. Crystal Structure and Guest Distribution of N2O Hydrate Determined by Powder X-ray Diffraction Measurements. Cryst. Growth Des. 2022, 22, 1345–1351. 10.1021/acs.cgd.1c01286. [DOI] [Google Scholar]
  56. Lee Y.; Kim Y.; Seo Y. Enhanced CH4 recovery induced via structural transformation in the CH4/CO2 replacement that occurs in sH hydrates. Environ. Sci. Technol. 2015, 49, 8899–8906. 10.1021/acs.est.5b01640. [DOI] [PubMed] [Google Scholar]
  57. Daghash S. M.; Servio P.; Rey A. D. Elastic properties and anisotropic behavior of structure-H (sH) gas hydrate from first principles. Chem. Eng. Sci. 2020, 227, 115948. 10.1016/j.ces.2020.115948. [DOI] [Google Scholar]
  58. Murayama K.; Takeya S.; Alavi S.; Ohmura R. Anisotropic lattice expansion of structure H clathrate hydrates induced by help guest: experiments and molecular dynamics simulations. J. Phys. Chem. C 2014, 118, 21323–21330. 10.1021/jp5058786. [DOI] [Google Scholar]
  59. Murayama K.; Takeya S.; Ohmura R. Phase equilibrium and crystallographic structure of clathrate hydrate formed in argon+ 2, 2-dimethylbutane+ water system. Fluid Phase Equilib. 2014, 365, 64–67. 10.1016/j.fluid.2013.12.011. [DOI] [Google Scholar]
  60. Imasato K.; Murayama K.; Takeya S.; Alavi S.; Ohmura R. Effect of nitrogen atom substitution in cyclic guests on properties of structure H clathrate hydrates. Can. J. Chem. 2015, 93, 906–912. 10.1139/cjc-2014-0553. [DOI] [Google Scholar]
  61. Hiratsuka M.; Ohmura R.; Sum A. K.; Yasuoka K. Vibrational modes of methane in the structure H clathrate hydrate from ab initio molecular dynamics simulation. J. Chem. Phys. 2012, 137, 144306. 10.1063/1.4757914. [DOI] [PubMed] [Google Scholar]
  62. Li Q.; Fan S.; Chen Q.; Yang G.; Chen Y.; Li L.; Li G. Experimental and process simulation of hydrate-based CO2 capture from biogas. J. Nat. Gas Sci. Eng. 2019, 72, 103008. 10.1016/j.jngse.2019.103008. [DOI] [Google Scholar]
  63. Daghash S. M.; Servio P.; Rey A. D. Structural properties of sH hydrate: a DFT study of anisotropy and equation of state. Mol. Simul. 2019, 45, 1524–1537. 10.1080/08927022.2019.1660326. [DOI] [Google Scholar]
  64. Mehta A. P.; Sloan E. D. Improved thermodynamic parameters for prediction of structure H hydrate equilibria. AIChE J. 1996, 42, 2036–2046. 10.1002/aic.690420724. [DOI] [Google Scholar]
  65. Martin A.; Peters C. J. Hydrogen storage in sH clathrate hydrates: thermodynamic model. J. Phys. Chem. B 2009, 113, 7558–7563. 10.1021/jp8074578. [DOI] [PubMed] [Google Scholar]
  66. Shu J.; Chen X.; Chou I.-M.; Yang W.; Hu J.; Hemley R. J.; Mao H. Structural stability of methane hydrate at high pressures. Geosci. Front. 2011, 2, 93–100. 10.1016/j.gsf.2010.12.001. [DOI] [Google Scholar]
  67. Liang S.; Kusalik P. G. Communication: Structural interconversions between principal clathrate hydrate structures. J. Chem. Phys. 2015, 143, 011102. 10.1063/1.4923465. [DOI] [PubMed] [Google Scholar]
  68. Wang Y.; Yin K.; Lang X.; Fan S.; Li G.; Yu C.; Wang S. Hydrogen storage in sH binary hydrate: Insights from molecular dynamics simulation. Int. J. Hydrog. Energy 2021, 46, 15748–15760. 10.1016/j.ijhydene.2021.02.112. [DOI] [Google Scholar]
  69. Pratt R. M.; Mei D.-H.; Guo T.-M.; Sloan E. D. Jr. Structure H clathrate unit cell coordinates and simulation of the structure H crystal interface with water. J. Chem. Phys. 1997, 106, 4187–4195. 10.1063/1.473102. [DOI] [Google Scholar]
  70. Okano Y.; Yasuoka K. Free-energy calculation of structure-H hydrates. J. Chem. Phys. 2006, 124, 024510. 10.1063/1.2150430. [DOI] [PubMed] [Google Scholar]
  71. Dhamu V.; Thakre N.; Jana A. K. Structure-H Hydrate of Mixed Gases: Phase Equilibrium Modeling and Experimental Validation. J. Mol. Liq. 2021, 343, 117605. 10.1016/j.molliq.2021.117605. [DOI] [Google Scholar]
  72. Huo H.; Liu Y.; Zheng Z.; Zhao J.; Jin C.; Lv T. Mechanical and thermal properties of methane clathrate hydrates as an alternative energy resource. J. Renew. Sustain. Energy 2011, 3, 063110. 10.1063/1.3670410. [DOI] [Google Scholar]
  73. Lenz A.; Ojamäe L. Structures of the I-, II-and H-methane clathrates and the ice- methane clathrate phase transition from quantum-chemical modeling with force-field thermal corrections. J. Phys. Chem. A 2011, 115, 6169–6176. 10.1021/jp111328v. [DOI] [PubMed] [Google Scholar]
  74. Udachin K.; Ratcliffe C.; Enright G.; Ripmeester J. Structure H hydrate: A single crystal diffraction study of 2, 2-dimethylpentane· 5 (Xe, H2S)· 34H2O. Supramol. Chem. 1997, 8, 173–176. 10.1080/10610279708034933. [DOI] [Google Scholar]
  75. Takeuchi F.; Hiratsuka M.; Ohmura R.; Alavi S.; Sum A. K.; Yasuoka K. Water Proton Configurations in Structures I, II, and H Clathrate Hydrate Unit Cells. J. Chem. Phys. 2013, 138, 124504. 10.1063/1.4795499. [DOI] [PubMed] [Google Scholar]
  76. Giannozzi P.; et al. QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials. J. Phys.: Condens. Matter 2009, 21, 395502. 10.1088/0953-8984/21/39/395502. [DOI] [PubMed] [Google Scholar]
  77. Giannozzi P.; et al. Advanced capabilities for materials modelling with QUANTUM ESPRESSO. J. Phys.: Condens. Matter 2017, 29, 465901. 10.1088/1361-648X/aa8f79. [DOI] [PubMed] [Google Scholar]
  78. Blöchl P. E. Projector augmented-wave method. Phys. Rev. B 1994, 50, 17953. 10.1103/PhysRevB.50.17953. [DOI] [PubMed] [Google Scholar]
  79. Marques M. A.; Oliveira M. J.; Burnus T. Libxc: A library of exchange and correlation functionals for density functional theory. Comput. Phys. Commun. 2012, 183, 2272–2281. 10.1016/j.cpc.2012.05.007. [DOI] [Google Scholar]
  80. Becke A. D.; Johnson E. R. Exchange-hole dipole moment and the dispersion interaction revisited. J. Chem. Phys. 2007, 127, 154108. 10.1063/1.2795701. [DOI] [PubMed] [Google Scholar]
  81. Otero de la Roza A.; Johnson E. R. Van der Waals interactions in solids using the exchange-hole dipole moment model. J. Chem. Phys. 2012, 136, 174109. 10.1063/1.4705760. [DOI] [PubMed] [Google Scholar]
  82. Caldeweyher E.; Bannwarth C.; Grimme S. Extension of the D3 dispersion coefficient model. J. Chem. Phys. 2017, 147, 034112. 10.1063/1.4993215. [DOI] [PubMed] [Google Scholar]
  83. Caldeweyher E.; Ehlert S.; Hansen A.; Neugebauer H.; Spicher S.; Bannwarth C.; Grimme S. A generally applicable atomic-charge dependent London dispersion correction. J. Chem. Phys. 2019, 150, 154122. 10.1063/1.5090222. [DOI] [PubMed] [Google Scholar]
  84. DFT-D4 - A dispersion correction for density functionals, Hartree-Fock and semi-empirical quantum chemical methods. 2019. https://www.chemie.uni-bonn.de/pctc/mulliken-center/software/dftd4.
  85. Dion M.; Rydberg H.; Schröder E.; Langreth D. C.; Lundqvist B. I. Van der Waals Density Functional for General Geometries. Phys. Rev. Lett. 2004, 92, 246401. 10.1103/PhysRevLett.92.246401. [DOI] [PubMed] [Google Scholar]
  86. Lee K.; Murray E. D.; Kong L.; Lundqvist B. I.; Langreth D. C. Higher-accuracy van der Waals density functional. Phys. Rev. B 2010, 82, 081101. 10.1103/PhysRevB.82.081101. [DOI] [Google Scholar]
  87. Stöhr M.; Van Voorhis T.; Tkatchenko A. Theory and practice of modeling van der Waals interactions in electronic-structure calculations. Chem. Soc. Rev. 2019, 48, 4118–4154. 10.1039/C9CS00060G. [DOI] [PubMed] [Google Scholar]
  88. Monkhorst H. J.; Pack J. D. Special points for Brillouin-zone integrations. Phys. Rev. B 1976, 13, 5188. 10.1103/PhysRevB.13.5188. [DOI] [Google Scholar]
  89. Makov G.; Payne M. Periodic boundary conditions in ab initio calculations. Phys. Rev. B 1995, 51, 4014. 10.1103/PhysRevB.51.4014. [DOI] [PubMed] [Google Scholar]
  90. Tse J. Thermal expansion of structure-H clathrate hydrates. J. Incl. Phenom. Macrocycl. Chem. 1990, 8, 25–32. 10.1007/BF01131285. [DOI] [Google Scholar]
  91. Jin Y.; Kida M.; Nagao J. Structural Characterization of Structure H (sH) Clathrate Hydrates Enclosing Nitrogen and 2,2-Dimethylbutane. J. Phys. Chem. C 2015, 119, 9069–9075. 10.1021/acs.jpcc.5b00529. [DOI] [Google Scholar]
  92. Jendi Z. M.; Rey A. D.; Servio P. Ab initio DFT study of structural and mechanical properties of methane and carbon dioxide hydrates. Mol. Simul. 2015, 41, 572–579. 10.1080/08927022.2014.899698. [DOI] [Google Scholar]

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