Ying Hana,
Lianli Wang*a,
Bin Zhenga,
Jinlei Wanga,
Li Zhanga and
Beibei Xiaob
aSchool of Materials Science and Engineering, Xi'an University of Science and Technology, Xi'an 710054, PR China. E-mail: wanglianli@xust.edu.cn
bSchool of Energy and Power Engineering, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, PR China
First published on 8th April 2024
In recent years, finding high-performance energy storage materials has become a major challenge for Li-ion batteries. B-based two-dimensional materials have become the focus of attention because of their abundant reserves and non-toxic characteristics. A series of two-dimensional transition metal borides (MBenes) are reported and their electrochemical properties as anode materials for Li-ion batteries are investigated by density functional theory (DFT) calculations. The surface of MB2 possesses medium adsorption strength and diffusion energy barrier for Li atoms, which are conducive to the insertion and extraction of Li-ions during the charge/discharge process of Li-ion batteries. Herein, we explore the potential of MB2 (M = Sc, Y, Ti, Zr, Hf, V, Nb, Ta, Cr, Mo, W, Mn, Fe, Co, Ni, Cu and Zn) as the anode material for LIBs. Excitingly, the Li atom can be stably adsorbed on the surface of MB2 (M = Sc, Ti, V, Nb, Mo, W) monolayers, and the theoretical capacity of the MB2 monolayer is high (521.77–1610.20 mA h g−1). The average open circuit voltage range is within 0.10–1.00 V (vs. Li/Li+). The relationship between the p-band center of the B atom and the adsorption energy of Li on the surface of MB2 is also investigated. Furthermore, it is found that the charge transfer of Li atom and metallic center in the most stable position is strongly related to the corresponding value of diffusion energy barrier. These results confirm that MB2 monolayers are promising 2D anode materials for Li-ion batteries, demonstrating the application prospects of B-based 2D materials.
Apart from graphene, 2D materials with novel compositions and properties are being actively pursued for advanced applications. One of the latest members of the 2D material family is MXene, which is produced from the topochemical deintercalation of the A layer from a laminate MAX phase with a general formula of Mn+1AXn, where M refers to an early transition metal, A represents an A-group element (Al or Si), and X denotes C and/or N.12,13 The specific 2D structure coupled with the metal sites endows MXenes with attractive performance for energy storage and catalytic applications.14–16 So far, MXenes are limited to carbides, nitrides, or carbonitrides due to the constraints of MAX phase precursors. Recently, analogous 2D MBenes (transitional metal borides) have been predicted by theoretical calculations as excellent alternatives for a wide range of applications, such as metal-ion batteries17 and catalysts.18 In general, MBenes can refer to all 2D transition borides, such as FeB2,19 MoB2 (ref. 20) and TiB12,21 showing a wide variety of structures. Among currently reported MBenes, MoB, and FeB monolayers have been theoretically verified to possess an omnidirectional small diffusion energy barrier and high storage capacity for Li,17 whereas VB, CrB and MnB monolayers have been demonstrated to possess high Young's modulus and unique in-plane anisotropy, low diffusion potential and low open-circuit voltage as anode materials for LIBs.22 Moreover, Mo2B2 and Fe2B2 possess metal-like electronic conductivity, small diffusion energy barrier and high Li storage capacity.17
Furthermore, monolayer MB2 (M = Mn, Be, Mg, Mo, Fe and Ti) have been explored as promising anode candidates for high-energy-density LIBs due to their excellent electrical conductivity during the lithiation process.23–27 Therefore, the proposal of MB2 monolayers may offer a novel strategy for the rational design of 2D anode materials for LIBs. Hence, Zhang et al. have examined 34 MB2 monolayers with different M elements, ranging from group IIA to IVA, to screen out stable materials for promising applications using particle swarm optimization (PSO) and density functional theory (DFT) computations. The screening process identified eight stable MB2 monolayers with M = Be, Mg, Ti, Hf, V, Nb, Ta and Fe.28 Therefore, the systematic research of MB2 for secondary-ion batteries is still scarce, which leads to sluggish development of MB2. Hence, more fundamental studies of vast MB2 are required. Specifically, the covalent network of borides can facilitate the formation of monolayer structures, which are tempting for the large specific surface and high utilization.
Herein, we explore the potential of MB2 in energy storage by investigating the potential of a class of MB2 monolayers as anodes in LIBs using first-principle calculations. We mainly use 2D MB2 as an electrode of LIBs to predict its Li-ion storage performance. Then, the kinetic stability and electrochemical properties of these single-layer materials as anode materials for LIBs are calculated. In order to understand the Li storage interaction mechanism of MB2, we have also investigated the projective state density, p-band center and charge density difference. The current work aims to explore potential high-performance anode materials, providing a reference for the subsequent research on the application of 2D borides in Li-ion batteries.
After an extensive structural search using the CALYPSO structure prediction method,29,30 two-dimensional monolayer MB2 were obtained. All calculations, such as structural optimization, electronic properties and energy, within the DFT framework, were implemented in the Vienna ab initio Simulation Package (VASP).31 The exchange–correlation energy of the electrons was described within the generalized gradient approximation (GGA) framework using the Perdew–Burke–Ernzerhof (PBE) functional.32 The interactions between nuclear electrons and valence electrons were described using the projector-enhanced wave (PAW) method.33 The cut-off energy was set to 520.00 eV. All structures were fully relaxed until the convergence tolerance for the energy and force on each atom were less than 1.0 × 10−7 eV and 0.01 eV Å−1, respectively. All atomic structures and charge density distributions were visualized using the VESTA package.34 The 5 × 5 × 1 k-point lattices were used in structural optimization calculations, and the 11 × 11 × 1 k-point lattices were applied in electronic structure analysis. Thermodynamic stability is assessed through ab initio molecular dynamics (AIMD) simulations conducted within the canonical ensemble (NVT) at 300 K, employing a Nose–Hoover thermostat with a 6 ps period, and utilizing a time step of 2 fs. The DFT-D3 method was employed to correct van der Waals interactions between the adsorption atom and layers since it can correctly handle remote dispersion interactions.35 An inter-layer vacuum space of 20 Å was used to avoid the interactions between adjacent layers. To confirm the dynamic stability of MB2 monolayers, the phonon dispersion curve was calculated using a finite displacement method approach as implemented in the PHONOPY code with convergence accuracy consistent with the electronic calculation.36 With the help of complete Linear Synchronous Transit (LST)/Quadratic Synchronous Transit (QST) method and nudged elastic band (NEB) tools in the Dmol3 code,37 the transition state and diffusion pathways were predicted.38 The double numerical atomic orbital augmented by a polarization function (DNP) is chosen as the basis set.39 A smearing of 0.005 Ha (1 Ha = 27.21 eV) to the orbital occupation is applied to achieve accurate electronic convergence. In transition state search calculations, the convergence tolerances of energy, maximum force and displacement are 1.0 × 10−5 Ha, 0.002 Ha Å−1 and 0.005 Å, respectively. Incorporating spin polarization was necessary to achieve precise determination of the ground state energy. The Bader charge analysis serves to measure and evaluate the transfer of charges.
The adsorption energy equation of a single Li atom on the surface of MB2 can be given as follows:
Ead = EMB2+Li − EMB2 − ELi | (1) |
The charge density difference can be given as follows:
Δρ = ρLiMB2 − ρMB2 − ρLi | (2) |
The charge/discharge process follows the usual half-cell reaction in an aqueous solution, as follows:40
MB2 + xLi+ + xe− ↔ LixMB2 (M = Sc, Ti, V, Nb, Mo, W) |
The average adsorption energy, which is defined as the difference between the total energy of the system before and after the Li atom adsorption process, can be expressed as:
(3) |
On the premise of ignoring the influence of volume, pressure and entropy, the open circuit voltage (OCV) can be given as follows:41
(4) |
The estimate of theoretical specific capacity (TSC) is obtained by the following equation:
(5) |
Based on the preferential adsorption site, the adsorption energy (Ead) of Li atom the B atomic side in fourteen MB2 structures was computed (Fig. 2a). Our computed values are in the range of −0.11 to −2.31 eV, which are close to the reported boride results (−0.36 to −2.70 eV).42–46 Furthermore, the results reveal that the strongest adsorption of Li atom occurs on MoB2 surface (−2.31 eV), while MnB2 exhibits relatively weak binding with Li atom (−0.11 eV). At the same time, the Li atom is difficult to attach to the B atom side of FeB2. As shown in Fig. S1,† the adsorption energy of Li atom on the metal side of TiB2 and NbB2 becomes positive, indicating that Li also is difficult to adsorb on the metal side. For FeB2 and MnB2, the adsorption strength of Li atom on the metal side is stronger than the B atomic side. However, the adsorption strength on the metal side for other structures is weaker than the adsorption strength on the B atomic side.
To gain a deeper understanding of the adsorption mechanism between Li atom and MB2 surface, we have calculated the charge density difference (Δρ) between Li and MB2 using eqn (2), where the result of TiB2 is shown in Fig. 2b. It is worth noting that the charge transfers from Li to B. Subsequently, the charges deplete around the Li atom and accumulate near the B atomic layer, respectively. This can be attributed to the electronegativity of B atoms. In addition, Bader charge analysis was performed to quantify the charge transfer effect.47 About 0.85 charges were observed to transfer from the Li atom to the B atomic layer. Similarly, the charge density difference and Bader charge of the most stable adsorption sites on the surface of other structures are shown in Fig. S6, Tables S3 and S4.† The amount of charge transfer from the Li atom to the nearest B atom of MB2 varies slightly within the range of 0.837 to 0.874, indicating that the charge transfer of the Li atom is almost complete, which is consistent with other borophenes48 and borides.25 Moreover, the strong attractive electrostatic interactions between Li atom and MB2 monolayer can avoid the formation of Li clusters, thereby ensuring better electronic conductivity throughout the charge/discharge process and improving the safety of LIBs.
According to the previous reports,49–52 there is a certain correlation between the p-band center of non-metal atoms and the adsorption energy (Ead) of the investigated system. The p-band center is of particular interest for application in energy storage and conversion. As an illustration, they can be used as electrode materials in LIBs,51 offering the potential for a dependable and high-energy-density cathode or anode. Consequently, we have explored the correlation between the p-band center of B atoms and the adsorption energy of Li atom on the surface of MB2 (Fig. 3). Fig. 3 illustrates an approximate trend where, as the p-band center shifts toward the Fermi level, the values of Ead gradually increase. Moreover, the location change of p-band center is the result of atomic orbital hybridization. Herein, it is worth noting that the p-band center is affected by the hybridization of the B atom p-orbitals in the MB2. When B atom p-orbitals are hybridized for the MB2 with different M elements, they become more diffused and less strongly bound to the atomic nucleus. We have compared the correlation between the p-band center and the diffusion energy barrier of the B-side Li atom and the adsorption energy and diffusion energy barrier of the metal-side Li atom, respectively, and found that the relationship between them is not obvious (Fig. S2†). According to the report of Zheng et al.,53 there is a correlation between the d-band center of transition metal atoms and the adsorption energy, and we have also analyzed this, and the results are shown in Fig. S3,† which shows that the correlation is not strong enough.
Fig. 4a and S5† present the diffusion barrier profiles for the Li atom and the diffusion path of Li atom on the B atomic side and metal side of MB2 monolayer, respectively. According to the previous reports, the diffusion energy barrier of most 2D materials is in the range of 0.03 to 0.78 eV.55–60 Herein, the computed values are comparable to those of previously studied electrode materials. The computed diffusion energy barrier for Li atom on the B atomic side of MoB2 is 0.63 eV, which is comparable to the previously reported value of 0.52 eV,25 showing the reliability of current results. Furthermore, to explore the law of diffusion energy barrier of different metal elements on the surface of MB2, the relevant discussions were carried out. For Group 1 in Fig. 4b, it can be clearly observed that the smaller adsorption energy leads to a higher diffusion energy barrier. However, for Group 2, the relationship between adsorption energy and diffusion energy barrier is not obvious.
The charge transfer of Li atom and metal atom in the most stable position is strongly related to the corresponding value of diffusion energy barrier (Fig. 4c and d). With the increase of diffusion energy barrier, the charge transfer of Li atom decreases gradually, while the charge transfer of metal atom increases. There is no obvious relationship between the number of transferred charges and adsorption energy, which may be ascribed to the presence of the metal atoms in the structure of MB2.
Before calculating OCV, we need to first consider the average adsorption energy of MB2. We strive to systematically build a stable configuration by progressively adsorbing multiple Li atoms on both sides of the MB2 monolayer (Fig. 5a). On the 2 × 2 × 1 supercell of MB2 monolayers, four Li atoms are adsorbed in each layer, and the Li atoms from the first layer to the fourth layer are adsorbed at site 1, site 5, site 2 and site 5, respectively, in which the Li atomic layers of the second and fourth layers are staggered. As the adsorption concentration of each structure increases gradually, the adsorption strength decreases and the rate of adsorption strength reduction becomes smaller (Fig. 5b). Among them, the adsorption strength of ScB2 changes the most when adsorbing the first layer to the second layer.
Based on the average adsorption energy, we can further calculate the OCV of MB2 monolayer (Fig. 5c). With the increase of adsorption concentration, the value of OCV decreases gradually and the decrease rate becomes smaller and smaller. Specifically, ScB2 exhibits the most significant changes and its OCV decreases by 43.0% from the first to the second layer, 21.7% from the second to the third layer, and 8.5% from the third to the fourth layer. With the increase of adsorbed Li atom content, the average adsorption energy of each structure is positive and the change of OCV is further calculated. It can be found that the OCV of MB2 (M = Sc, Ti, V, Nb, Mo, W and Ta) ranges from 0.48–1.87, 0.42–1.28, 0.39–1.12, 0.44–1.39, 0.51–2.31, 0.48–1.96 and 0.58–2.25 V, respectively. For LIBs systems, the average OCV calculations are 0.87, 0.81, 0.73, 0.77, 0.89, 0.80 and 1.07 V, respectively. Among them, the operating voltage ranges of ScB2, TiB2, VB2, NbB2, MoB2 and WB2 materials are the most suitable for anode materials (0.10–1.00 V). Previous research studies have shown that the excessively low average OCV leads to metallic electroplating, whereas an exorbitantly high average OCV impedes to achieve a high energy density.22,63
Theoretical specific capacity (TSC) is a frequently used index to evaluate the performance of anode materials in LIBs. The TSC of different MB2 structures for Li atoms can be calculated by eqn (5). The correlation between the diffusion energy barrier of the Li atom on B atomic side of MB2 monolayers and theoretical specific capacity is not strong (Fig. 6a). Herein, we divide MB2 structures into three groups. Group 1 exhibits high TSC values with a wide range of diffusion energy barrier for Li atom on MB2 monolayers. In the case of Group 2, the diffusion energy barrier for Li atom on MB2 monolayers is higher than Group 1, but the TSC values are lower. Group 3 exhibits minimum TSC values and a moderate diffusion energy barrier.
Fig. 6 The theoretical specific capacity of different MB2 monolayers with respect to (a) diffusion energy barrier and (b) adsorption energy of Li atoms on B atomic side. |
Fig. 6b presents the correlation between the adsorption energy of the Li atom on B atomic side of MB2 monolayers and theoretical specific capacity of the Li–MB2 systems. Overall, the correlation is relatively complicated. The adsorption energy of most MB2 structures is relatively high (Group 1). When the adsorption strength is relatively weak, the theoretical specific capacity is in the upper middle position (Group 2).
According to the maximum adsorption concentration, we find that MB2 (M = Sc, Ti, V, Nb, Mo, and W) adsorbing Li atoms has an ultra-high theoretical specific capacity (521.77–1610.20 mA h g−1). The specific capacity is higher than that of several reported anode materials, such as graphite (372 mA h g−1), pillared MnO2 (588 mA h g−1),64 Ti3C2 (488 mA h g−1),60 and Nb2CS2 (194.36 mA h g−1).5 What's more, the specific theoretical capacity is comparable to that of graphene monolayer (1116 mA h g−1),65 Hf2S (1378 mA h g−1)66 and BN-doped reduced graphene oxide (BN-rGO) (1583 mA h g−1).67 They are expected to become negative electrode materials for LIBs in the future.
Considering that the change of MB2 geometry after the adsorption of Li atom will lead to the change of electronic structure, the band structure and PDOS of Li4MB2 are further analyzed (Fig. 7a–f). It can be seen that the contribution of the states around the Fermi level is mainly from the atoms in the MB2 monolayer, while the contribution of the Li atoms is very small. The above results show that the metal properties of MB2 monolayer can be well maintained before and after the insertion of Li atom into MB2, so that the electronic conductivity of MB2 monolayer can meet the requirements of LIBs during the whole charge and discharge process. Therefore, we believe that MB2 monolayer has very excellent storage capacity and electronic properties, and is a very ideal anode material. In addition, we evaluated the structural thermal stability of the MB2 monolayer at 300 K before and after adsorption of Li atoms using AIMD simulation method (Fig. S8 and 9†). The mean values of potential energy and temperature remained almost constant at room temperature of 300 K throughout the AIMD simulation, and MB2 held the initial structural framework well, indicating that they have good thermal stability. These results indicate that MB2 monolayers have high synthetic potential under certain experimental conditions. In particular, maintaining stability at this temperature is sufficient to ensure the safe operation of LIBs.
Fig. 7 (a–f) Energy band structures and PDOS of the Li4MB2 (M = Sc, Ti, V, Nb, Mo, and W) monolayers. The horizontal black dashed lines represent Fermi levels. |
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4ra00287c |
This journal is © The Royal Society of Chemistry 2024 |