Rashida
Yasmeen
a,
Sheikh M. S.
Islam
b,
Jincheng
Du
*a and
Mohammad A.
Omary
*b
aDepartment of Materials Science & Engineering, University of North Texas, 1155 Union Circle, Denton, Texas-76203, USA. E-mail: Jincheng.Du@unt.edu
bDepartment of Chemistry, University of North Texas, 1155 Union Circle, Denton, Texas-76203, USA. E-mail: Omary@unt.edu
First published on 7th February 2025
Fluorous metal–organic frameworks, FMOFs, represent a superhydrophobic class of MOFs containing –CF3 or –F groups in their pores. The primary objective of this research is to computationally design functionalized FMOF-1-X with X = –OCH3, –CN, –OH, –COOH, and –NH2 instead of –CF3 and analyze their CO2 adsorption and separation characteristics. Grand Canonical Monte Carlo (GCMC) simulations have been used to study the adsorption properties of CO2, CH4, and N2 in all structures. Henry's constant (KH) and isosteric heat of adsorption at infinite dilution (Qst0) estimated from molecular Monte Carlo simulations plus the binding energy (BE) from Möller–Plesset second-order perturbation theory (MP2) quantum-mechanical simulations characterize adsorbate–adsorbent interaction strengths. Such simulations predict a systematic enhancement of all KH, Qst0, and BE values in X-functionalized MOFs vs. the parent FMOF-1. Among such functional MOFs, the X = –COOH structure is predicted to exhibit the largest CO2 uptake in the low-pressure region due to the strongest CO2/–COOH interaction strength, as supported by the largest KH value (1.02 × 10−4 mol kg−1 Pa−1). In contrast, at high pressures (30 bar), the X = –OH structure is predicted to exhibit the highest CO2 uptake. Indeed, replacing the –CF3 groups in FMOF-1 by any aforementioned X group is expected to afford higher CO2 uptake in the GCMC-simulated adsorption isotherms compared to the parent material. The selective adsorption of CO2 over CH4 and N2 was determined using the ideal adsorbed solution theory (IAST) method at 50
:
50 and 15
:
85 CO2/CH4 and CO2/N2 binary mixtures, respectively. The X = –COOH structure amounts to the largest selectivity (59.6 for CO2/CH4 and 128.7 for CO2/N2), i.e., nearly 40× and 43× higher vs. FMOF-1 (1.5 and 3 for CO2/CH4 and CO2/N2, respectively) at 298 K and 0.1 bar. The study herein of functionalized MOFs for CO2 separation, natural gas purification, landfill gas separation, and/or CO2 flue gas capture suggest that X = –OH, –COOH, and –NH2 are promising to enhance the adsorption capacity and selectivity.
Ligand functionalization18–22 is a potential approach for the improvement of adsorbate–adsorbent interaction that could result in enhanced CO2 adsorption in MOFs. Addition of different functional groups to a linker can significantly affect the CO2 adsorption and separation capacities of the structures.23,24 Arstad et al.25 and An et al.26 found that amine groups can improve CO2 uptake in MOFs through the formation of larger binding sites compared to the parent MOFs. Couck et al.27 incorporated an amino group into MIL-53 (Al) and showed enhanced CO2/CH4 selectivity compared to the original MOF, MIL-53 (Al). Zheng et al.28 reported higher isosteric heats of adsorption (Qst) and improved CO2 uptake in acylamide-decorated MOFs than that of the unfunctionalized structures. Improved Qst was observed for amino functionalized MIL-53 (Al) as well with a value of ∼38.4 kJ mol−1, whereas the Qst value of the parent MIL-53 (Al) was <20 kJ mol−1.27 Torrisi et al.29,30 investigated the impact of functionalization on CO2 adsorption by incorporating –OH, –COOH, –NH2, and –CH3 groups into MIL-53 (lp). As per the work, significantly higher CO2/CH4 selectivity was predicted for –COOH and –OH functionalized MIL-53 (lp) compared to the parent MIL-53 (lp). Gu et al.31 used density functional theory (DFT) to study the effects of functional groups for the improvement of CO2 uptake by introducing –SO3H, –COOH, –NH2, –OH, –CN, –CH3, and –F groups into MOF-177. Additionally, some researchers have inspected the interaction strength of CO2 with different functionalized linkers using ab initio methods.32–34 Molecular simulations have been used widely by researchers to obtain useful information about the adsorption properties of MOFs, even prior to their synthesis.35–38 Inspired by the above work, we attempted to design various functionalized FMOFs by replacing –CF3 groups in the original structure by X = –OCH3, –CN, –OH–, –COOH, and –NH2 functional groups. Then we performed a systematic investigation of the CO2, CH4, and N2 adsorption behavior of all the MOFs. Henry's constant (KH) and isosteric heat of adsorption at infinite dilution (Qst0) were obtained by Monte Carlo (MC) simulation, whereas binding energy (BE) was calculated using Möller–Plesset second-order perturbation theory (MP2). The obtained KH, Qst0, and BE values were used to understand the adsorbate–adsorbent interaction in MOFs. The CO2 adsorption sites of MOFs were studied by analyzing the radial distribution functions (RDFs) of CO2 at room temperature. The CO2/CH4 and CO2/N2 adsorption selectivities were determined by Grand Canonical Monte Carlo (GCMC) simulations in all the X-functionalized MOF materials. Comprehensively, we inspected the effect of the X-functional groups on the uptake capacities and selective adsorption of CO2 over CH4 and N2.
2d and the lattice parameters are a = b = 14.0733 Å, c = 37.675 Å, and α = β = γ = 90°. No experimental crystallographic data are available for FMOF-1-X (X = –OCH3, –CN, –OH, –COOH, and –NH2). Materials Studio was used to construct the hypothetical structures.41 This program can efficiently generate feasible crystal structures and researchers are using this software to characterize MOF structures prior to their synthesis.42–44 Considering FMOF-1 as the parent structure, FMOF-1-X were constructed by replacing the –CF3 groups with the X-functional groups followed by structure optimization using the Forcite module, implemented in the Materials Studio program. The Universal Force Field45 was considered to describe the interactions between the framework atoms during the structure optimization. Final structures (FMOF-1-X) were obtained after completing the two step optimization procedure. Energy and density optimization data (Fig. S1–S5; see the ESI†) ensure reliable hypothetical crystal structures. Rather than having different lattice parameters, all the FMOF-1-X exhibit the same tetragonal crystal structure as the parent FMOF-1, with the space group I
2d. The optimized structures of –OCH3, –CN, –OH, –COOH, and –NH2 functionalized MOFs along with the parent FMOF-1 are displayed in Fig. S6–S8.† The structural properties of the MOFs such as density, void fraction and pore volume were computed using Zeo++ software,46 whereas the RASPA2 program47 was used to determine the accessible surface area considering N2 as the probe molecule. The geometrical properties of all the MOFs are listed in Table 2.
![]() | (1) |
In our work, the atomic partial charges for the –CN, –OH, –COOH, and –NH2 functional groups were adopted from the works of Torrisi et al. and Gu et al.30,31 while the partial charges of –OCH3 were estimated using density functional theory (DFT) implemented in the DMol3 module of Materials Studio.41 During the DFT calculation, we used the PW91 functional along with the double-ξ numerical polarization (DNP) basis set. The partial charges of the X-functional groups were derived from the fitting of the energy surface potentials (ESPs). ESP charges are being widely used by researchers to study the gas adsorption isotherms for MOF structures,29–31 as this method generally gives a better description of the electrostatic potential around the different atomic species in MOFs.30 The partial charges for the rest of the framework atoms were taken from the work of Moghadam et al.40 We scaled the charges a little in order to make the framework charge neutral. All the framework charges are listed in Tables S2–S7.† The long-range electrostatic interactions were calculated via the Ewald summation method50 with the same cutoff distance of 12.8 Å considered for all the Lennard-Jones interactions.
In this study, CO2 and N2 molecules were modeled as the linear three-site rigid model,51 whereas CH4 was mimicked as a united spherical single site model.52 The C–O and N–N bond lengths were 1.16 Å and 1.10 Å, respectively, in CO2 and N2. The charges on C and O atoms were +0.70e and −0.35e in CO2. On the other hand, a charge of −0.482e and +0.964e was placed on N and on the center of mass, respectively, during the modeling of N2. These partial charges on the LJ sites were used to describe the internal quadrupole moment of CO2 and N2. We used the transferable potentials for the phase equilibria (TraPPE) force field to model the adsorbates (CO2, CH4, and N2). The potential parameters and the atomic charges of the adsorbates are listed in Table S8.† A 2 × 2 × 1 supercell was used for all MOF structures. The framework atoms were kept rigid during GCMC simulations.
Henry's constants (KH) of the adsorbates were evaluated using the Widom particle insertion method.54 The enthalpy of adsorption, ΔH, was determined by the statistical average of the adsorbate binding energies at different available adsorbent sites according to eqn (2):
![]() | (2) |
The isosteric heat of adsorption at infinite dilution, Qst0, was estimated using a single molecule of the adsorbates in the Canonical ensemble (NVT), as per the following equation:
| Qst0 = −ΔH = 〈Uhg〉 − 〈Uh〉 − 〈Ug〉 − RT | (3) |
To break down the relative contributions of van der Waals and coulombic interactions to the interaction energy between MOFs and adsorbate molecules, we performed energy minimizations of a single adsorbate molecule inside the MOF structures employing the NVT ensemble. From this force field-based molecular simulation, the minimum host-adsorbate energy was obtained via Baker's method56 and used for further analysis of the van der Waals and coulombic contributions to the interaction energy. Baker's minimization56 for 100 independent minimization attempts with the stopping criteria of the RMS gradient of 1.0 × 10−6 was also considered to find the favorable adsorption sites of the adsorbates (CO2, CH4, and N2). During Baker's minimization, framework atoms were held fixed, whereas a single molecule of the adsorbate gases was relaxed within the rigid MOF structures. Two types of trial moves, namely translation and rotation with equal probability, were attempted for the adsorbate molecules. In Baker's minimization method, the equilibrium geometries of the adsorbate molecules were estimated from the force field-based molecular simulations. All simulations, such as GCMC, Widom particle insertion calculations, and energy minimizations (via Baker's method), were carried out using the RASPA2 software package.47 The binding energy (BE) of the CO2 molecule with the various functional groups of the frameworks was computed by Möller–Plesset second-order perturbation theory (MP2) with a Def2TZVP basis set. These calculations were performed using the Gaussian 16 code.57 Further computational details can be found in section 3.4.
We also simulated the adsorption isotherms considering the bulk composition of 50
:
50 in CO2/CH4 and 15
:
85 in CO2/N2 binary mixtures. These compositions of the binary systems represent the landfill gas separation and flue gas separation, respectively.58 Ideal adsorbed solution theory (IAST)59 was invoked to predict the adsorption selectivity of CO2/CH4 and CO2/N2 binary mixtures from their pure component adsorption isotherms. The selectivities were predicted at the above-mentioned composition at 298 K with a pressure range up to 0–1 bar.
All the structures were assessed in view of the three adsorbent evaluation criteria for their CO2 separation capability over CH4 and N2. The adsorbent evaluation criteria are: (1) CO2 uptake under adsorption conditions (mol kg−1), Nads; (2) working capacity of CO2 (mol kg−1), ΔN = Nads − Ndes, and (3) selectivity,
. Here, N is the adsorbed amount, y is the gas phase mol fraction, W indicates the weakly adsorbed gas component (CH4 or N2), and superscripts ads and des are the adsorption and desorption conditions, respectively. We measured these parameters for three cases as listed in Table 1 and ranked all the functional FMOFs based on their selectivity.
| Case | Mixture proportion | Adsorption pressure, Pads (bar) | Desorption pressure, Pdes (bar) |
|---|---|---|---|
| Natural gas purification | CO2/CH4 = 10 : 90 |
5 | 1 |
| Landfill gas separation | CO2/CH4 = 50 : 50 |
1 | 0.1 |
| Flue gas separation | CO2/N2 = 15 : 85 |
1 | 0.1 |
The CO2, CH4, and N2 uptake was estimated at the partial pressure of the specific gas component under the adsorption and desorption conditions.
To confirm the reliability of the force field used in this study, we first simulated N2 adsorption in FMOF-1 at 77 K and compared it with the previously simulated data.40 We observe a similar trend of N2 adsorption but lower uptake compared to the previous simulated data. The slight variation in N2 loading could be due to the different void fractions used during simulations. However, the force field is validated by the identical shape of the isotherms depicted in Fig. S9.†
| Structure | Density (g cm−3) | Pore volume (cm3 g−1) | He void fraction | Surface area (m2 g−1) |
|---|---|---|---|---|
| FMOF-1 | 1.666 | 0.248 | 0.413 | 826.537 |
| FMOF-1-OCH3 | 1.323 | 0.348 | 0.461 | 1215.416 |
| FMOF-1-CN | 1.330 | 0.332 | 0.442 | 1168.435 |
| FMOF-1-OH | 1.264 | 0.456 | 0.576 | 1492.484 |
| FMOF-1-COOH | 1.676 | 0.217 | 0.364 | 704.115 |
| FMOF-1-NH2 | 1.215 | 0.472 | 0.573 | 1523.289 |
N2 adsorption isotherms at 77 K for all the functionalized MOFs are depicted in Fig. S10.† All the studied MOFs display type I adsorption profiles, exhibiting characteristic microporous behavior.
| Structure | Henry constant, KH (mol kg−1 Pa−1) | ||
|---|---|---|---|
| CO2 | CH4 | N2 | |
| FMOF-1 | 1.81 × 10−6 | 1.23 × 10−6 | 4.95 × 10−7 |
| FMOF-1-OCH3 | 4.10 × 10−6 | 2.12 × 10−6 | 7.55 × 10−7 |
| FMOF-1-CN | 5.11 × 10−6 | 1.34 × 10−6 | 6.14 × 10−7 |
| FMOF-1-OH | 3.64 × 10−5 | 1.32 × 10−6 | 7.90 × 10−7 |
| FMOF-1-COOH | 1.02 × 10−4 | 2.04 × 10−6 | 9.62 × 10−7 |
| FMOF-1-NH2 | 7.01 × 10−5 | 2.08 × 10−6 | 1.09 × 10−6 |
| Structure | Isosteric heat of adsorption at infinite dilution, Qst0 (kJ mol−1) | ||
|---|---|---|---|
| CO2 | CH4 | N2 | |
| FMOF-1 | −13.67 | −11.40 | −9.01 |
| FMOF-1-OCH3 | −16.94 | −13.18 | −10.35 |
| FMOF-1-CN | −17.75 | −11.63 | −9.56 |
| FMOF-1-OH | −29.33 | −10.44 | −9.63 |
| FMOF-1-COOH | −31.04 | −15.47 | −14.36 |
| FMOF-1-NH2 | −31.37 | −11.62 | −10.75 |
The order of KH and Qst0 was found as CO2 > CH4 > N2 for all the MOFs, implying stronger CO2–framework interactions compared to CH4–framework and N2–framework interactions. This phenomenon might be due to the larger permanent quadrupole moment of the CO2 molecule.61 According to the simulation, an increase in KH and Qst0 (except for the Qst0 value of CH4 in the –OH functionalized structure) values was noticed for all the X-functionalized MOFs compared to the parent MOF for all the adsorbates. Notably, –OH, –COOH, and –NH2 groups displayed significant improvement in the KH and Qst0 values for CO2. These enhanced values of the parameters could be described by the stronger polarity of the –OH, –COOH, and –NH2 groups compared to other functional groups. This assumption could be further supported by the results of the relative contribution of van der Waals (vdW) and coulombic interactions to the total interaction energy of CO2 in the studied MOFs, which has been discussed in section 3.3. The larger KH and Qst0 values of CO2, CH4, and N2 in all the X-functionalized MOFs compared to the parent MOF indicate greater affinity and stronger interaction strength to the frameworks.
Pure component CH4 and N2 adsorption isotherms at 298 K are depicted in Fig. 3 and 4 respectively, whereas Fig. S12 and S13† show the isotherms at 273 K. In the low pressure region (Fig. 3a), the order of CH4 uptake is FMOF-1-OCH3 > FMOF-1-NH2 > FMOF-1-COOH > FMOF-1-CN > FMOF-1-OH > FMOF-1. For N2 adsorption, the order was found as FMOF-1-NH2 > FMOF-1-COOH > FMOF-1-OCH3 > FMOF-1-OH > FMOF-1-CN > FMOF-1 (Fig. 4a). These orders of CH4 and N2 uptake are consistent with the orders of predicted Henry's constant (KH values in Table 3). In the high pressure region, a different order of CH4 and N2 adsorption was observed for the studied MOFs.
We observe an increase in CO2 uptake on a different scale than that of the increase in CH4 and N2 uptake with an increase in pressure up to 30 bar. The CO2 adsorption isotherms exhibit a sharp rise in the low pressure region compared to CH4 and N2 adsorption and then reach a plateau at around 20 bar. On the other hand, CH4 and N2 isotherms do not show a steep uptake in the low-pressure region. This expected finding is consistent with the relatively smaller Qst0 values of CH4 and N2 compared to the Qst0 value of CO2 (Table 4). CH4 and N2 uptake increases gradually with the pressure and does not saturate, even at the highest pressure of 30 bar. The maximum CH4 uptake at 1 bar was observed for FMOF-1-OCH3 (0.19 mol kg−1) which is 1.8 times higher than that of the parent FMOF-1 (0.11 mol kg−1). FMOF-1-NH2 shows the maximum N2 uptake with a value of 0.09 mol kg−1 which is 2.3 times higher compared to FMOF-1 (0.04 mol kg−1) under the same conditions (1 bar and 298 K).
![]() | ||
| Fig. 5 GCMC simulated isosteric heats of adsorption for (a) CO2, (b) CH4, and (c) N2 at 298 K up to 30 bar. | ||
Fig. 5b and c depict the Qst values of CH4 and N2, respectively, at 298 K. For CH4, we observe a moderate variation in Qst with an increase in pressure or CH4 loading. The increase in CH4Qst values was found as 11.36 to 13.47 kJ mol−1 for FMOF-1, 13.18 to 15.97 kJ mol−1 for FMOF-1-OCH3, 11.56 to 12.96 kJ mol−1 for FMOF-1-CN, 10.43 to 11.90 kJ mol−1 for FMOF-1-OH, 15.46 to 17.42 kJ mol−1 for FMOF-1-COOH, and 11.58 to 13.74 kJ mol−1 for FMOF-1-NH2. For FMOF-1-OH, we notice lower Qst values throughout the entire pressure range compared to the parent MOF. This might be due to the larger void fraction of the –OH functionalized structure compared to the parent structure (Table 2) and the relatively smaller CH4KH value (Table 3). On the other hand, FMOF-1-CN shows a decreasing trend of Qst values compared to the parent MOF beyond 2.5 bar. This could be attributed to the similar KH values of CH4 in FMOF-1-OH and FMOF-1-CN as well as the comparable void fraction of FMOF-1-OH with FMOF-1 (0.442 vs. 0.413).
Unlike the Qst values of CO2 and CH4, the Qst value of N2 remains almost constant throughout the entire pressure range. This outcome indicates the relatively weaker interaction of the CH4 and N2 molecules with the MOF structures compared to the CO2–MOF interactions.
It is relevant to note that enhanced CO2, CH4, and N2 adsorption was observed for all the X-functionalized MOFs compared to the parent MOF, but the Qst orders of CO2, CH4, and N2 in those structures did not follow the same trend. This is because Qst is not the only factor that reflects the adsorption isotherm, rather it is one of many factors that affect the adsorption capacity and could reflect the adsorption amount to a certain extent.60 The Qst values at 273 K are depicted in Fig. S15–S17.†
From the relative contribution of van der Waals (vdW) and coulombic interactions to the total interaction energy of CO2, CH4, and N2 in the studied MOFs (Fig. 6), it is apparent that the significantly improved CO2 adsorption capacity in –OH, –COOH, and –NH2 functionalized structures is due to the enhanced coulombic interaction compared to the parent FMOF-1. On the other hand, for the N2-MOF interaction energy, the vdW interactions play the dominant role with a little coulombic contribution for those structures. In contrast, the interaction energy for CH4 was purely from the van der Waals interactions without any electrostatic contribution. This could be due to the larger quadrupole moment of CO2 (4.30 × 10−26 esu cm2) compared to the smaller quadrupole moment of N2 (1.52 × 10−26 esu cm2) and zero-quadrupole moment of CH4.61
![]() | ||
| Fig. 6 Interaction energy plot for (a) CO2, (b) CH4, and (c) N2 in the investigated MOFs, predicted from MC simulations. | ||
We performed additional simulations by omitting the coulombic interaction of the guest molecules with the framework atoms to investigate the effect of electrostatic interactions on CO2, CH4, and N2 adsorption at 298 K up to 1 bar (Fig. 7 and S18, 19†). Disregarding the electrostatic interaction, lower CO2 and N2 uptake was observed for all the MOF structures. In contrast, CH4 uptake was not influenced by turning off the coulombic interaction. We observe a larger variation of CO2 uptake while we consider the coulombic interaction than that of the uptake without considering the coulombic interaction. For N2 uptake, the variation was not as prominent as that of CO2. This finding is quite consistent with the results discussed above and demonstrates the importance of electrostatic interactions on enhanced CO2 adsorption in –OH, –COOH, and –NH2 functionalized structures.
| BE = ECO2-triazole model − (ECO2+ Etriazole model) | (4) |
As per the optimized structures, the electropositive C atom of CO2 interacts with the electronegative N and O atoms of –CN and –COOH functional groups, while hydrogen bonding interactions were observed for –OCH3, –NH2, and –OH functional groups with distances of ∼3.50, 2.60, and 2.13 Å, respectively. The highest binding energy value was observed for the –NH2–CO2 structure (−21.09 kJ mol−1) followed by the –OH–CO2 structure (−18.10 kJ mol−1). Although the O(CO2)⋯H(–OH) distance exhibits a relatively smaller value (2.13 Å) than that of the average O(CO2)⋯H(–NH2) distance (2.60 Å), the multiple interaction between the terminal O atoms of CO2 with the H atoms of NH2 results in increased binding energy for the NH2–CO2 structure. For the –COOH–CO2 structure, we notice that the CO2 molecule is tilted towards the Ocarbonyl of the –COOH group with a distance of 3.00 Å and a binding energy of −17.97 kJ mol−1. We do not observe any hydrogen bonding interaction for the –COOH–CO2 structure, as the H(–COOH) atom is pointing away from the CO2 molecule in the optimized configuration. The –OCH3–CO2 structure shows the least BE value (−10.22 kJ mol−1) among all the structures.
The binding energies (BEs) of CO2 with different functional groups calculated using the MP2 level of theory follow the order of FMOF-1-OCH3 < FMOF-1 < FMOF-1-CN < FMOF-1-COOH < FMOF-1-OH < FMOF-1-NH2 (Fig. 8). This order shows a slight disagreement from the isosteric heat of adsorption at infinite dilution, Qst0, for CO2 predicted from force field-based molecular simulation, which follows the order of FMOF-1 < FMOF-1-OCH3 < FMOF-1-CN < FMOF-1-OH < FMOF-1-COOH < FMOF-1-NH2 (Table 4). More precisely, we observe the disagreement between FMOF-1 and FMOF-1-OCH3 and between FMOF-1-COOH and FMOF-1-OH.
For the calculations obtained by MP2, we observe a large number of interactions between the CO2 molecule and the F atoms (of –CF3 groups) in FMOF-1, compared to the number of interactions between the CO2 molecule and the H atoms (of –CH3 groups) in FMOF-1-OCH3. This results in an increased binding energy for the former. On the other hand, the smaller distance between O(CO2)⋯H(–OH) (2.132 Å) compared to the distance between C(CO2)⋯Ocarbonyl (–COOH) (3.001 Å) results in a slight increase in the binding energy value for FMOF-1-OH. This disagreement for the order of Qst0 and BE values obtained by force field-based molecular simulation and MP2/DFT calculations has also been reported by other researchers.6,31 However, we notice a significant enhancement of the Qst0 and BE values for –COOH, –OH, and –NH2 functionalized structures compared to that of the parent FMOF-1 structure, using both the force field-based molecular simulation and MP2 calculations.
The radial distribution functions (RDFs), g(r) between CO2 and various functional groups of the studied MOFs at 298 K and 0.1 bar are displayed in Fig. 9. For the parent FMOF-1, the g(r) value of O(CO2) around F(–CF3) is essentially zero with a distance r < 2.50 Å and exhibits a lower peak at ∼6.38 Å. On the other hand, a pronounced peak between O(CO2) and H(–OCH3) was observed at a distance between 3.42 and 3.78 Å for FMOF-1-OCH3, whereas a sharp peak between C(CO2) and N(–CN) was found at r = 3.54 Å for FMOF-1-CN. Unlike the other MOFs, FMOF-1-OH, FMOF-1-COOH, and FMOF-1-NH2 exhibit multiple peaks in g(r) curves. The g(r) between the O(CO2) and H(–OH) for FMOF-1-OH shows two distinct peaks at 2.94 and 7.54 Å. For FMOF-1-COOH, we observe three dominant peaks between C(CO2) and Ocarbonyl (–COOH) at nearly 3.00, 7.89, and 9.42 Å. Likewise, three major peaks between C(CO2) and H(–NH2) were found at nearly 2.66, 6.58, and 8.43 Å for FMOF-1-NH2. The presence of multiple peaks in the g(r) curves suggests multiple CO2 interactions with neighboring ligands’ X substituents in FMOF alternatives.6 This structural analysis reveals that CO2 molecules are preferentially adsorbed to X groups but at different distances, depending on the interaction strengths of CO2 with the new MOF structure.
![]() | ||
| Fig. 9 Radial distribution functions for CO2 near different functional groups of (a) FMOF-1, (b) FMOF-1-OCH3, (c) FMOF-1-CN, (d) FMOF-1-OH, (e) FMOF-1-COOH, and (f) FMOF-1-NH2 at 0.1 bar. | ||
We also performed Baker's minimization by inserting a single adsorbate molecule in the X-functionalized MOFs at 298 K in order to locate the favorable adsorption sites of the adsorbates. Baker's algorithm56 uses the eigenvalues of the Hessian matrix in order to locate true minima on the energy surface that corresponds to the equilibrium geometries. The positions of CO2 (Fig. 10) and CH4 & N2 (Fig. S20†) represent the preferred binding sites of the adsorbates in MOFs, predicted by Monte Carlo (MC) simulations.
![]() | ||
| Fig. 10 Adsorption sites of CO2 in (a) –OCH3, (b) –CN, (c) –OH, (d) –COOH, and (e) –NH2 functionalized MOFs after Baker's minimization. | ||
We also compared the equilibrium geometries of the adsorbate molecules after Baker's minimization, estimated from the force field-based molecular simulations with MP2 calculations. In MP2 calculations, we investigated the probable adsorption sites of CO2 by studying their dispersion interaction energies using a small model. Only the triazole ring containing two –CF3 or two X-substituents at the 3,5-positions was used in the molecular model for the study of the interaction energy of CO2 (Fig. 8). As per the MP2 calculation, CO2 molecules seem to interact with the –CF3 group for parent FMOF-1 and X-functional groups for X-functionalized MOF structures.
On the other hand, the equilibrium geometries of CO2 molecules after Baker's minimization estimated from the force field-based molecular simulations are shown in Fig. 10. According to Fig. 10, CO2 molecules are preferentially adsorbed to X-functional groups rather than the metal cluster sites. This finding is fairly consistent with the adsorption sites calculated from MP2. Still, there is a slight discrepancy between the binding distances of CO2 with X-functional groups, computed from force field-based molecular simulations and the MP2 model. For example, the distances between O(CO2)⋯H(–OCH3) in FMOF-1-OCH3 were 3.503 and 3.601 Å, respectively, obtained from the MP2 model and force field-based molecular simulations. This little variation could be qualitatively explained by comparing the two models. In the MP2 model, we considered a small segment of the framework, where the influence of neighboring linkers on CO2 adsorption had been ignored. In contrast, we considered the entire framework during the force field-based molecular simulations (Baker's minimization) to predict the CO2 adsorption sites, accounting for the influence of neighboring linkers on CO2 adsorption.
:
50 and 15
:
85 molar ratios, respectively, to study the carbon capture capability from landfill and flue gases. Fig. 11 shows the adsorption isotherms of the binary mixtures for all the MOFs at 298 K up to a pressure of 1 bar. CO2, CH4, and N2 adsorption exhibits a nearly linear isotherm with an increase in pressure except for CO2 adsorption in the –COOH functionalized MOF. We assume this non-linearity is due to the relatively higher pore volume of the other structures than that of the FMOF-1-COOH structure. We also notice preferential adsorption of CO2 over CH4 in all the MOFs for the CO2/CH4 mixture. Higher CO2 uptake was observed for the X-functionalized MOFs compared to the parent FMOF-1 structure. Especially for FMOF-1-NH2, dominant CO2 uptake was observed over CH4 due to the enhanced electrostatic interaction in addition to the dispersion interactions. In the case of the CO2/N2 gas mixture, the parent FMOF-1 displays higher N2 uptake over CO2 throughout the entire pressure range due to the higher mole fraction of N2 in the CO2/N2 binary mixture. On the other hand, for the FMOF-1-OCH3 and FMOF-1-CN structures, we notice lower N2 uptake over CO2, while for the remaining structures, vanishingly smaller N2 uptake was observed compared to CO2.
IAST was applied to calculate the adsorption selectivity of the MOF structures for the CO2/CH4 (50
:
50) and CO2/N2 (15
:
85) binary gas mixtures at 298 K (Fig. 12). The selectivity values exhibit a similar trend for both the mixtures. All the X-functionalized structures exhibit higher selectivity values than that of the parent MOF structure. This could be attributed to the relatively stronger CO2 interaction with the X-functionalized MOFs.6 It is apparent that –OH, –COOH, and –NH2 functionalized MOFs significantly enhance the CO2/CH4 and CO2/N2 selectivities compared to the original FMOF-1. For the CO2/CH4 gas mixture, the selectivity values were obtained as 59.6, 40.0, and 31.5, respectively, for the –COOH, –NH2, and –OH functionalized MOFs at a pressure of 0.1 bar. These values are much higher compared to the values obtained from –COOH, –NH2, and –OH substituted MIL-53 (lp), where the selectivity values are in the range of 12–17 at 0.1 bar.29 For the CO2/N2 gas mixture, FMOF-1-COOH exhibits the highest selectivity of 128.7 at 0.1 bar, which is higher than that of the dihydrofuran functional porous aromatic framework, DHF_PAF-1, having a value of 92.0 at infinite dilution.6 For both the CO2/CH4 and CO2/N2 gas mixtures, we notice that the selectivity values remain almost constant throughout the entire pressure range for FMOF-1, FMOF-1-OCH3, and FMOF-1-CN structures. On the other hand, the selectivity gradually increases with an increase in pressure for FMOF-1-OH, FMOF-1-NH2, and FMOF-1-COOH structures due to the amplified CO2–CO2 interactions at higher pressures.70 We also compared the selectivity values of the CO2/CH4 and CO2/N2 gas mixtures, derived from the corresponding Henry's constant ratios with the values obtained by the IAST method, at 0.1 bar and 298 K. The details of this comparison can be found in the ESI.†
![]() | ||
| Fig. 12 Adsorption selectivity for (a) CO2/CH4 and (b) CO2/N2 binary gas mixtures at 298 K, up to 1 bar, as obtained by the IAST method. | ||
:
90)
| Structure | N ads (mol kg−1) | ΔN (mol kg−1) | S |
|---|---|---|---|
| FMOF-1-OH | 1.63 | 1.26 | 30.06 |
| FMOF-1-NH2 | 2.01 | 1.41 | 23.83 |
| FMOF-1-COOH | 1.74 | 1.13 | 22.66 |
| FMOF-1-CN | 0.25 | 0.20 | 4.67 |
| FMOF-OCH3 | 0.21 | 0.17 | 2.40 |
| FMOF-1 | 0.10 | 0.08 | 1.94 |
:
50)
| Structure | N ads (mol kg−1) | ΔN (mol kg−1) | S |
|---|---|---|---|
| FMOF-1-OH | 1.63 | 1.44 | 28.28 |
| FMOF-1-NH2 | 2.01 | 1.68 | 21.51 |
| FMOF-1-COOH | 1.74 | 1.33 | 18.42 |
| FMOF-1-CN | 0.25 | 0.22 | 4.24 |
| FMOF-OCH3 | 0.21 | 0.19 | 2.10 |
| FMOF-1 | 0.10 | 0.08 | 1.75 |
For natural gas purification and landfill gas separation, the MOF structures follow the order of FMOF-1-OH > FMOF-1-NH2 > FMOF-1-COOH > FMOF-1-CN > FMOF-1-OCH3 > FMOF-1, obtained from the selectivity calculation as observed in Tables 5 and 6. Apparently, the selectivity values for the –OH functionalized MOF are 15.50 and 16.16-fold larger than that of the parent FMOF-1 structure for natural gas purification and landfill gas separation, respectively. As shown in Table 5, FMOF-1-OH, FMOF-1-NH2, and FMOF-1-COOH show relatively high selectivity values (30.06, 23.83, and 22.66) compared to the remaining MOF structures. These values are higher than those of many materials for natural gas purification such as zeolite-5A (20.0), zeolite-13X (18.9), Mg-MOF-74 (17.3), and amine-MIL-53(Al) (16.7).71 For landfill gas separation, the largest selectivity value was observed for the –OH functionalized MOF (28.28). This value is comparable to NaY (30.0), but smaller than that of NaX (40.0).72 Again, the selectivity values of –OH, –NH2, and –COOH functionalized MOFs (28.28, 21.51, and 18.42) are higher than those of many MOFs, for example, Mg-MOF-74 (12.5), zeolite-13X (13.2), and zeolite-5A (23.5).71,73 The presence of highly polar –OH, –NH2, and –COOH functional groups in MOFs leads to the higher adsorption of quadrupolar CO2 than that of nonpolar CH4 at the specified adsorption pressure, eventually resulting in larger selectivity values for the structures. Though FMOF-1-OH shows the largest selectivity value among all the structures, FMOF-1-NH2 seems to be the best adsorbent with respect to Nads and working capacity (ΔN) performance. We speculate these higher Nads and ΔN values are due to the relatively larger pore volume of FMOF-1-NH2 than those of the other structures.
For flue gas separation, the MOF structures follow a different order of performance (Table 7) compared to the above two cases, in terms of selectivity. FMOF-1-COOH shows the highest selectivity value (71.70) among all the MOFs, which is larger than those of Ni-MOF-74 (41.1) and zeolite-5A (61.8),71 but smaller than that of NaY (500).72 For flue gas separation, a strong CO2–MOF interaction is desired in the low-pressure region, usually at 0.15 bar, which will lead to very high CO2 uptake. CO2 shows the strongest interaction with FMOF-1-COOH as indicated by the largest CO2KH value (Table 3). This results in the highest CO2 uptake for the –COOH functionalized MOF at the stated adsorption pressure, 0.15 bar (Table 7). Nevertheless, FMOF-1-COOH exhibits relatively smaller N2 uptake (0.072 mol kg−1) compared to FMOF-1-NH2 (0.075 mol kg−1) at 0.15 bar. Consequently, we notice the largest selectivity for FMOF-1-COOH among all the evaluated MOFs for flue gas separation.
:
N2 = 15
:
85 binary mixture
| Structure | N ads (mol kg−1) | ΔN (mol kg−1) | S |
|---|---|---|---|
| FMOF-1-COOH | 0.92 | 0.78 | 71.70 |
| FMOF-1-NH2 | 0.84 | 0.73 | 63.42 |
| FMOF-1-OH | 0.37 | 0.33 | 38.32 |
| FMOF-1-CN | 0.08 | 0.07 | 10.51 |
| FMOF-OCH3 | 0.06 | 0.05 | 6.68 |
| FMOF-1 | 0.03 | 0.02 | 4.95 |
Footnote |
| † Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4dt03093a |
| This journal is © The Royal Society of Chemistry 2025 |