Fu-li
Sun‡
,
Qiao-jun
Fang‡
,
Wei
Zhang
,
Cun-biao
Lin
,
Wen-xian
Chen
and
Gui-lin
Zhuang
*
H-PSI Computational Chemistry Lab, Institute of Industrial Catalysis, State Key Laboratory Breeding Base of Green-Chemical Synthesis Technology, College of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310032, P. R. China. E-mail: glzhuang@zjut.edu.cn
First published on 16th October 2023
The search of excellent electrocatalysts for the two-electron O2-reduction reaction (2e− ORR) is of great importance for the green synthesis of H2O2. This study developed a computational framework using density functional theory (DFT) and ab initio molecular dynamic simulation (AIMD) to investigate the influence of acid electrolytes, particularly H coverage, on the s-band center of a single-atomic Ag catalyst, leading to improved catalytic selectivity for the ORR. Specially, the screened catalyst Ag@Ti2C exhibited remarkable intrinsic performance for 2e− ORR with an overpotential of only 0.06 V. In acidic electrolytes, Ag@Ti2C selectively bound to O-containing and H species, forming Ag@Ti2CO2Hx. The introduction of O functional groups improved the electron delocalization, enhancing O2–Ag interactions. Significantly, the surface O atom's p-band center exhibited a parabolic trend with the H coverage on Ag@Ti2CO2. Consequently, the catalyst exhibited an optimal overpotential of 0.08 V for 2e− ORR at an H atom coverage of 22.2%. It was found that the surface O p-state played a crucial role in mediating the s-band center of the single-atomic Ag catalyst, significantly influencing its catalytic performance in the ORR.
Substantially, H2O2 is primarily produced through a 2e− ORR process on the cathode, while other side reactions, such as the four-electron O2-reduction reaction (4e− ORR) and hydrogen-evolution reaction (HER), also occur concurrently. The stability of the intermediates (e.g., *O2, *OOH), dependent on O2 activation, plays a key role in achieving high activity and selectivity for the 2e− ORR process.9 Experimentally, the electrocatalytic reaction occurs under a complex micro-environment, consisting of the electrolytes and electrodes. Acidic electrolytes, besides acting as pH regulators,10 impact the electronic properties of the surface and interface on heterogeneous catalysts, affecting the catalytic performance for the ORR.11 Understanding the influence of proton adsorption on the electronic properties, such as the d-band center of active sites, is vital for designing effective electrocatalysts. Moreover, single-atomic catalysts (SACs),12,13 exhibiting maximum atom utilization and flexible tunability, have attracted significant attention because of the huge potential applications in industrial catalysis and meanwhile as they can serve as crucial theoretical models for exploring the intricate relationship between catalytic properties and structural functionalities.14 Despite the remarkable developments in transition metal (TM) catalysts, the competitive dominance of both the d-band center and s-band center in ds-block TMs on electrocatalytic performance has remained largely unexplored until now.
Herein, combining DFT calculations and AIMD simulations, we systematically studied the 2e− ORR properties of SACs on Ti2C MXene under acid electrolytes. The results demonstrated that Ag@Ti2C displayed exceptional intrinsic performance in facilitating the 2e− ORR. Specifically, we analyzed how Ag@Ti2C behaves in acidic electrolytes and observed its preferential interaction with both O-containing and H species, leading to the formation of Ag@Ti2CO2Hx. To gain deeper insights into the electrocatalytic properties for the ORR, we conducted a comprehensive series of electronic-structure calculations. Our primary focus was to understand the electronic effects of the O-containing and H species on Ag@Ti2CO2Hx. These calculations revealed the correlation between the oxygen 2p-states and the s-band or d-band of the Ag sites within Ag@Ti2CO2Hx, providing valuable insights into the catalyst's catalytic performance in the ORR.
The binding energy of the TM single atom in the support was typically evaluated as follows:25
Eb = ETM@MXene − (ETM-single + EMXene) | (1) |
Ec = ETMn/n − ETM-single | (2) |
According to computational hydrogen electrode (CHE) strategy from Nørskov et al.,26 the Gibbs free energy profiles were estimated. Under standard reaction conditions, the chemical potential of the proton and electron pair (μ(H+ + e−)) is equal to half that of gaseous hydrogen (μ(H2)). For each primitive step, the Gibbs free energy, ΔG, was calculated as per the following eqn (3).
ΔG = ΔEDFT + ΔZPE + ΔH − TΔS + ΔGpH + ΔGU | (3) |
GU = −neU | (4) |
GpH = −kBT![]() ![]() ![]() | (5) |
The adsorption energy (Eads) of different adsorption intermediates could be calculated as follows:
Eads = Etotal − (Ecatal + Emol) | (6) |
For an ideal ORR electrocatalyst, the ΔG at each elementary step is very close to the equilibrium potential (in acidic solutions, for the 4e− pathway: Uequilibrium = 4.92/4 = 1.23 V; for the 2e− pathway: Uequilibrium = 1.40/2 = 0.70 V). Therefore, the overpotential (η) is usually defined by the following formula eqn (7).
η = Uequilibrium − UL | (7) |
![]() | (8) |
The selectivity of the 2e− ORR can be simply estimated from the Boltzmann distribution:28
![]() | (9) |
If the possibility of the H2O2 formation is set as 1, δG4e− ORR = ΔGPDS(4e− ORR) − ΔGPDS(2e− ORR), and δGHER = ΔGPDS(HER) − ΔGPDS(2e− ORR).
2e− ORR pathway:
O2 + H+ + e− → *OOH | (10) |
*OOH + H+ + e− → * + H2O2 | (11) |
4e− ORR pathway:
O2 + H+ + e− → *OOH | (12) |
*OOH + H+ + e− → *O + H2O | (13) |
*O + H+ + e− → *OH | (14) |
*OH + H+ + e− → * + H2O | (15) |
After the formation of *OOH, an important intermediate in the ORR, the distinction between the 2e− ORR and 4e− ORR becomes evident in the reaction pathway. This signifies the significance of *OOH as a crucial intermediate in the process. As a result, the free energy of generation of *OOH, i.e., ΔG*OOH, was calculated for the 14 catalysts screened above that were capable of stable O2 adsorption. As illustrated in Fig. 2a, the O2 adsorption energy is positively correlated with ΔG*OOH (R2 = 0.85). This means that the more negative the O2 adsorption energy, the more negative the ΔG*OOH. This phenomenon is due to the stronger activation of O2 by the catalyst when the O2 adsorption energy is negative, which makes O2 susceptible to H+/e− attack and leads to a more negative ΔG*OOH. To further clarify the ORR performance of the catalysts, the specific pathways of the 2e− ORR and 4e− ORR were investigated. As seen in Fig. 2b, the potential energy-determining step (PDS) for both the 2e− ORR and 4e− ORR was the last desorption step for all 14 catalysts, except for Ag@Ti2C, which was *OOH + H+ + e− → * + H2O2 for the 2e− ORR and *OH + H+ + e− → * + H2O for the 4e− ORR. This implies that the TM–O bonds on these catalysts (apart from Ag@Ti2C) were stronger, so that the weaker TM–O bonds would facilitate the desorption and thus the synthesis of the target product. The overpotentials of the 2e− ORR and 4e− ORR were obtained from the ΔGPDS of these catalysts and are compared in Fig. 2c. It can be seen that for the 14 catalysts mentioned above, the overpotential of the 2e− ORR was lower than that of the 4e− ORR, confirming that the 2e− ORR process was more likely to occur on these catalysts at lower applied voltages.
To investigate the impact of the metal sites on the catalytic performance of the mentioned catalysts, an analysis was conducted to determine the d-band center for each of the 14 catalysts. The calculated values are summarized and presented in Fig. 2d. This analysis aimed to provide insights into how the position of the d-band center is related to the overall catalytic activity of the catalysts. It could be noted from the graph that ΔG*OOH and the d-band center of the catalyst featured a volcano-shaped curve with the apex at around −4.00 eV. Remarkably, both Ag@Ti2C and Au@Ti2C demonstrated exceptional performance in the 2e− ORR pathway, exhibiting overpotentials of 0.06 V for Ag@Ti2C and 0.15 V for Au@Ti2C, respectively, in close proximity to the optimal point. This indicates their superior catalytic activity and highlights their potential as highly efficient catalysts for the specific reaction under investigation.
Based on the results of the overpotential calculations, Ag@Ti2C exhibited a particularly outstanding 2e− ORR performance. Therefore, the catalyst was investigated in more detail and the specific 2e− ORR and 4e− ORR pathways are shown in Fig. 3a and b. In the 2e− ORR with Ag@Ti2C, the PDS was *OOH + H+ + e− → * + H2O2 with an overpotential of 0.06 V. In the 4e− ORR, the PDS was *O2 + H+ + e− → *OOH with an overpotential of 0.47 V. As is well known, the 2e− ORR reaction has two competing reactions (the 4e− ORR and the HER), resulting in a low H2O2 selectivity. Apart from the 4e− ORR, the competing HER also plays a role in determining the 2e− ORR performance. HER uses protons and electrons directly during electrocatalysis, decreasing the Faraday efficiency of the 2e− ORR. Energetically, the weak *H adsorption (Eads = 0.10 eV) on Ag@Ti2C compared to O2 adsorption (Eads = −0.11 eV) highlights O2's preference. Additionally, the ΔG(*H) at 0.95 eV (Fig. 3c) indicated a poorer HER performance than the 2e− ORR, leading to a 99.9% 2e− ORR selectivity on Ag@Ti2C. Most 2e− ORR electrocatalysts previously reported could achieve a H2O2 selectivity of ca. 93%.30,31 In other words, the Ag@Ti2C catalyst featured better 2e− ORR performance than most the other reported catalysts. Moreover, the AIMD simulations demonstrated that the total energy of Ag@Ti2C fluctuated within a small range at 500 K for 10 ps (see Fig. 3d), and the fluctuation became diminished, illustrating that the catalyst was able to maintain its original structural configuration and had high stability. Thermodynamically, the negative energetic difference (ΔE = −0.91 eV) between the binding energy (Eb = −3.42 eV) of Ag on Ti2C and the cohesive energy (Ec = −2.51 eV) of the Ag metal revealed that the single-atomic Ag on Ti2C was robust. Therefore, the strong metal–support interaction effectively prevents the single Ag atom from agglomerating into clusters (Agn@Ti2CO2) both thermodynamically and kinetically.
As seen in Fig. 4a and b, the PDS for the 2e− ORR on Ag@Ti2CO2 was *OOH + H+ + e− → * + H2O2 with an overpotential of 0.23 V. The PDS for the 4e− ORR was *OOH + H+ + e− → *O + H2O with an overpotential of 0.41 V. Comparing Ag@Ti2C with and without O functional groups on the surface, the introduction of O functional groups in Ag@Ti2CO2 resulted in an increased overpotential for the 2e− ORR (from 0.06 V to 0.23 V) and a decreased overpotential for the 4e− ORR (from 0.47 V to 0.41 V). These findings suggest that the presence of O functional groups on the Ag@Ti2C surface adversely affected its 2e− ORR catalytic performance. To identify the intrinsic reasons for this, calculations for the electronic structures were performed, including the charge density difference, electron localization function (ELF), and crystal orbital Hamilton population (COHP). The calculations are depicted in Fig. 4c–e. As the active center in Ag@Ti2C, the Ag atom is directly connected to Ti atoms, which causes the transfer of electrons from the Ti atoms to the Ag atom due to the stronger electronegativity of Ag (1.93) compared to Ti (1.54). This results in a higher electron localization around the Ag atom, leading it to be less able to adsorb O2 (Eads(O2) = −0.11 eV). Yet the number of electrons around the Ag atom is higher, which in turn enables O2 to receive more electrons (0.42|e|) and leading to a longer O–O bond (1.30 Å). In Ag@Ti2CO2, the Ag atom is bonded to O atoms on the surface as Ag+ ions by means of spn hybridization, and the lone pair of electrons of the O atoms are distributed in the spn orbitals of Ag+, resulting in an increased degree of electron delocalization around the Ag–O bonds. This contributes to an enhanced interaction with O2 and stronger O2 adsorption with an Eads(O2) of −0.49 eV. In contrast to Ag@Ti2C, however, O2 receives fewer electrons (0.28|e|) and the O–O bond is relatively shorter (1.27 Å) owing to the lower number of electrons in the Ag atom. As O2 is strongly adsorbed on the Ag@Ti2CO2 surface, there is strong bonding between the O2 and Ag atoms, which raises the energy barrier required for the final desorption step. As a result, the 2e− ORR overpotential of Ag@Ti2CO2 was higher than that of Ag@Ti2C. In the case of the 4e− ORR, since the O–O bond length of the adsorbed O2 state on the Ag@Ti2CO2 surface was relatively short, causing difficulty in breaking the O–O bond, the PDS for the 4e− ORR was the second hydrogenation step (*OOH + H+ + e− → *O + H2O), and in general there was a slight decrease in the overpotential of the 4e− ORR.
After exposing the Ag@Ti2CO2 surface to an acid electrolyte, the O end of the surface readily binds with H protons, leading to Ag@Ti2CO2Hx. Thus, we further assessed the impact of the H coverage on the ORR performance. First, the adsorption distribution of H on Ag@Ti2CO2 was investigated. The adsorption energy of the H atom on the Ti2CO2 surface was first considered. As shown in Fig. 5a, as the H coverage increased, the H adsorption gradually weakened according to the relation: y = −0.0046x + 0.0003x2 − 0.3416, R2 = 0.88. At a H coverage of 0.0%, the Eads(H) was −0.35 eV. At a H coverage of 33.3%, the H adsorption energy was −0.07 eV, which was much weaker than that at 27.8% (Eads(H) = −0.28 eV). This phenomenon may be due to the influence of steric hindrance and the electronic properties (surface charge, p-band center of O) with the increase in H coverage, which makes the adsorption of H difficult. At a H coverage of 44.4%, the adsorption energy of H was extremely low, measuring only −0.02 eV, which was very close to 0 eV. Moreover, by analyzing the data presented in Fig. 5a, it becomes evident that the p-band center (εp) of the oxygen atoms could be accurately determined for different H coverages. It was observed that εp followed a parabolic trend in relation to the H coverage. This trend indicated that as the H coverage increased, the adsorption of H atoms by the surface O atoms gradually diminished. Additionally, it was revealed that O atoms with higher εp values exhibited stronger affinities for binding hydrogen. The parabolic relationship approached its peak when the H coverage reached 44.4%, which corresponded to the minimum value of εp (y = −0.0355x + 0.0004x2 − 3.7093, R2 = 0.90). This indicates that subsequent hydrogenation would become exceptionally challenging due to the minimal adsorption energy. Therefore, this study considered a range of H coverages, specifically from 0% to 44.4%. Furthermore, based on the analysis of the optimal adsorption sites of H atoms at different coverage levels, it was observed that H atoms exhibited a tendency to bind with O atoms beneath the surface of unoccupied Ag atoms when the H coverage ranged from 5.6% to 16.7%. This phenomenon could be attributed to the fact that the surface O atoms of unoccupied Ag atoms possessed a lower electron density compared to the upper surface (see Fig. S6†). Consequently, they had a higher affinity for bonding with H atoms, which contributes electrons to the system. Contrarily, when the H coverage exceeded or equaled 22.2%, the preferred adsorption sites for H atoms shifted to the upper surface due to considerations of site resistance and charge. To calculate the effect of H coverage on the ORR performance, ΔG*OOH was first calculated as an important descriptor of the ORR performance (R2 = 0.89). ΔG*OOH is the outcome of the calculation illustrated in Fig. 5b (where all the H atoms are from the H2 in the air). The calculations demonstrated that when the H coverage was equal to or below 16.7%, the impact on the active site Ag was minimal since the H atoms primarily adsorbed on the under surface. With 22.2% H coverage, O2 had a 1.29 Å bond length and acquired 0.39|e| electrons (Fig. S7†), surpassing the 0.28|e| without H coverage. The initially adsorbed H atom on the upper surface enhanced the available H atom source for O2 hydrogenation, facilitating the formation of *OOH. In the other case, ΔG*OOH decreased with increasing the H coverage for a H coverage ≥ 22.2%. The Bader charge data revealed a correlation between the number of H atoms on the upper surface of Ti2CO2 and the electron count carried by the material (see Fig. S8†). With the increasing number of H atoms, the electron count around the active center Ag atom also rose. Consequently, there was an increase in the number of electrons available for the adsorption of O2 on the Ag atom. The greater the number of O2 electrons, the easier it becomes for O2 to bind with H+ and e−, resulting in a more negative ΔG*OOH. In this scenario, the ΔG*OOH at a H coverage of 38.9% was very similar to that at 33.3%. This could be attributed to the tendency of H atoms to preferentially adsorb on the lower surface as well, which reinforces the earlier conclusion drawn for H coverages equal to or below 16.7%.
As mentioned above, the ORR reaction intermediates could capture the H adsorbed on the surface O functional group when the H coverage was ≥22.2%. Consequently, this study delved into the specific pathways of the ORR by separately investigating the ORR performance using different hydrogen sources. When the H coverage was ≥22.2%, the process of capturing H on the surface O atom necessitated overcoming the energy barrier associated with O–H bond breaking. As a result, ΔG*OOH (activation energy) for the formation of *OOH, which involves the binding of O2 to H from H2, became more negative. This resulted in a higher ΔG (free energy change) for the second hydrogenation step of the 2e− ORR, leading to an increased overpotential. In contrast, the direct capture of surface H by O2 reduced the surface H coverage of Ti2CO2 and O atoms could contribute more electrons to the spn hybrid orbital of Ag+, making the electrons localized between Ag and O atoms, reducing the number of electrons transferred from Ag atoms to *OOH. This weakened the O–Ag bond in *OOH, reducing the potential required for the second-step hydrogenation and ultimately resulting in a lower overpotential. These conclusions were confirmed by the results of the ICOHP calculations. At 22.2% H coverage, the ICOHP value for the O–Ag bond in *OOH generated by the direct capture of surface H by O2 was −1.13, which was higher than the ICOHP value (−1.15) for the O–Ag bond in *OOH generated by binding in H2. This reveals that the direct capture of surface-adsorbed H atoms by adsorbed O2 was more favorable to the 2e− ORR process when the H coverage was ≥22.2%. In order to compare the overpotentials of the two pathways more visually, the pathway with the lowest overpotential was selected based on the above results (see Fig. 5c). The overpotential of the 2e− ORR was clearly lower than that of the 4e− ORR for a H coverage ≤ 33.3%. At H coverages of 22.2% and 27.8%, the overpotential for the 2e− ORR was notably lower compared to the other coverage degrees. Specifically, the overpotential measured 0.10 V for 22.2% H coverage and 0.08 V for 27.8% H coverage. Whereas the overpotential of the 4e− ORR was lower than that of the 2e− ORR under a H coverage of more than 38.9%. This suggests that the 2e− ORR is more likely to occur at low potentials than the 4e− ORR when the H coverage (≤33.3%) is low.
Meanwhile, the competitive HER of the ORR performance at each H coverage was also considered. As shown in Fig. 5d, the value of ΔG*H decreased as the H coverage increased. The best HER performance was achieved when ΔG*H = 0 eV. Consequently, as the H coverage increased, the performance of the HER performance became better and then worse, and the HER performance was best at a H coverage of 27.8% (ΔG*H = 0.08 eV). Considering the performance of the two competing reactions 4e− ORR (ΔGPDS = 0.62 eV) and HER (ΔGPDS = 0.31 eV) together, the 2e− ORR (ΔGPDS = 0.10 eV) had the best selectivity (99.9%) under a H coverage of 22.2%.
In addition, the difference between the two pathways of the ORR in the presence of aqueous media with different H coverages and in vacuum was investigated, and the ORR performance with different H sources was also considered. The results of the calculations showed that, similar to in the vacuum, the 2e− ORR process was facilitated by the direct capture of surface-adsorbed H atoms by the adsorbed O2 at a H coverage ≥ 22.2% in aqueous media. The presence of the aqueous media decreased the overpotential of the 2e− ORR and increased the overpotential of the 4e− ORR when the H coverage was <22.2%, as can be seen in Fig. 6b and c, indicating that the aqueous media accelerated the selectivity of the 2e− ORR reaction. However, at higher H coverage, the presence of the aqueous medium greatly increased the overpotential of the 2e− ORR, which reduced the activity of the 2e− ORR at lower applied voltages. Therefore, controlling the H coverage of the Ti2CO2 surface is an effective strategy to improve the catalytic performance of the 2e− ORR in real experimental solution environments.
A comprehensive comparison of the overpotentials for the three competing reactions (2e− ORR, 4e− ORR, and HER) in the presence of aqueous media revealed that the observed trends were consistent with those observed in a vacuum environment (as depicted in Fig. 6d). At low degrees of coverage, the overpotential of the 2e− ORR was the lowest of the three reactions, with the smallest overpotential of 0.08 V for the 2e− ORR at a H coverage of 22.2%. As the coverage increased, the HER became the reaction with the lowest overpotential. The specific pathways of the 2e− ORR and 4e− ORR for Ag@Ti2CO2 at the optimum H coverage (22.2%) are shown in Fig. 6e and f. The capture of the O–Ag bond in the adsorbed state H atoms on the surface to form *OOH (ICOHP = −1.13) was weaker than the binding of H to H in H2 to form the O–Ag bond in *OOH (ICOHP = −1.16), which facilitated the desorption of the product H2O2. Since the formation of *OOH involves the breaking of the O–H between the surface H and O functional group, this makes the first hydrogenation step as the PDS for the 2e− ORR and 4e− ORR, with corresponding overpotentials of 0.08 V and 0.61 V, respectively. In comparison to the vacuum conditions (where the overpotentials for the 2e− ORR and 4e− ORR at a 22.2% H coverage were 0.10 V and 0.63 V, respectively), there was a slight reduction in the overpotential for both pathways in the presence of aqueous media. The whole catalytic selectivity of the 2e− ORR was mostly superior to the 4e− ORR and HER.
Footnotes |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3ta04453j |
‡ These authors contributed equally to this work. |
This journal is © The Royal Society of Chemistry 2023 |