Yang
Yang‡
ab,
Weijie
Zheng‡
ab,
Daojian
Cheng
*ab and
Dapeng
Cao
*ab
aState Key Laboratory of Organic-Inorganic Composites, Beijing University of Chemical Technology, Beijing 100029, People's Republic of China. E-mail: chengdj@mail.buct.edu.cn; caodp@mail.buct.edu.cn
bBeijing Advanced Innovation Center for Soft Matter Science and Engineering, Beijing University of Chemical Technology, Beijing 100029, People's Republic of China
First published on 29th August 2017
Development of an efficient photocatalyst with both strong visible light absorption and high charge mobility is highly desirable but still remains a great challenge. In this work, we use density functional theory (DFT) calculations to investigate the electronic structure and the surface activity of M-doped (M = transition metals V, Cr, Mn, Zr, Nb and Mo) and M–N-codoped (N = nitrogen) SrTiO3(001) perovskite surfaces in order to obtain the optimal photocatalytic material with both strong visible light absorption and high charge mobility. Results indicate that the N–Nb codoped SrTiO3(001) surface possesses not only a suitable band gap of 1.90 eV, but also desirable strong visible light absorption and high charge mobility. In addition, by exploring the adsorption and decomposition behavior of water on these modified surfaces, we found that the N–Nb codoped SrTiO3(001) surface not only has band alignments well positioned for the feasibility of photooxidation and photo-reduction of water, but also significantly reduces the activation energy of the water decomposition reaction. Therefore, the N–Nb codoped SrTiO3(001) surface designed here is a very promising candidate for water splitting in the visible light region, which provides a theoretical basis for designing new photocatalytic materials.
While designing a high-efficient photocatalytic material for water splitting the following factors should be considered: (i) a bandgap around 2 eV so that it could absorb visible light which accounts for 43% of solar energy; (ii) good charge mobility and slower electron–hole recombination rate; (iii) lower reaction energy barrier making water splitting thermodynamically easier. Among a series of methods to narrow the band gap of semiconductors, such as elemental doping,14–19 structural modification,20 and semiconductor composite formation,21–25 elemental doping has been proved experimentally and theoretically to be a direct and effective way to reduce the band gap. For example, Konta et al.26 reported that the Rh (1%)-doped SrTiO3 photocatalyst loaded with a Pt cocatalyst (0.1 wt%) gave 5.2% quantum yield at 420 nm for the H2 evolution reaction. Chen et al.27 reported that Cr/Ta codoped SrTiO3 extended the absorption band of SrTiO3 to the visible light region at the wavelength of 540 nm. On the other hand, it has been found that doped SrTiO3 can achieve high electron mobility.11,28 The transition metal Nb-doped SrTiO3 exhibits significantly enhanced electron mobilities (exceeding 53000 cm2 V−1 s−1). In previous studies on elemental doping, transition metals like V, Cr, Mn, Zr, Nb and Mo and non-metals like N were the most popular choices of monodoping elements.29–31 However, transition metal doping could reduce the carrier mobility by the formation of strongly localized d states within the band gap. Moreover, the doped ions can act as recombination centers of the photo-generated charge carriers. On the other hand, doping non-metal ions extends the optical absorption edge of catalysts and therefore leads to a narrow band gap. Among various nonmetal dopants, nitrogen has been proved to be effective.32 However, N doping creates localized 2p states just above the valence band, which act as traps for photo-generated carriers and, thus, reduces the photo-generated current and limits the photocatalytic efficiency.33 In order to avoid these problems, codoping of a transition metal and a non-metal is a better choice for semiconductor materials.
In the previous theoretical research on photocatalytic materials, electronic structure was the most common focus, which has been studied widely and deeply. But if a material has a similar band gap for different doping ways, how to determine the one with better photocatalytic activity needs to be investigated. Actually, charge mobility and reaction energy barrier are two important factors, which can help us evaluate the effect of material modification comprehensively. In the application of water splitting, one of the most critical steps is cleavage of the O–H bond. The lower energy barrier for breaking the O–H bond makes water require less energy to decompose, which means a lower reaction energy barrier making water splitting (H − OH → H + OH) easier thermodynamically. However, it has been noticed that only few researchers have addressed reaction energy barrier for surface reactions like water splitting. Therefore, further studies on the adsorption and decomposition behaviors of water on modified surfaces are interesting and attractive.
In this work, we design SrTiO3(001) perovskite surfaces by doping with a series of transition metal atoms M (M = V, Cr, Mn, Zr, Nb and Mo) and nitrogen to obtain the optimal photocatalytic material with strong visible light absorption, high charge mobility, and also low activation energy of water decomposition reaction by density functional theory (DFT) calculations. We further investigate the surface properties of M monodoped and M–N codoped (M = V, Cr, Mn, Zr, Nb and Mo) SrTiO3(001) surfaces. The geometric and electronic structures, effective masses, and the adsorption and decomposition behaviors of water on the SrTiO3 surfaces are explored. Finally, some discussion about M-monodoped and M–N-codoped systems is also provided.
Fig. 1 (a) Slab models of the SrTiO3(001) surface with 8 layers. (b) Undoped SrTiO3(001) surfaces, (c) N-doped SrTiO3(001) surfaces, (d) metal-monodoped surface, (e) metal–N-codoped surface. |
As shown in Fig. 1, a transition metal was substituted at the center site of the surface in the monodoped state and, additionally, N was substituted at the adjacent O site on SrTiO3(001) surfaces when it comes to the codoped state. The SrTiO3(001) slab contains 48 atoms. The doping ratio of the monodoping model with one impurity atom is 1.04%; the doping ratio of the codoping model with two impurity atoms is 2.08%. It is well-known that the standard DFT fails to provide the correct electronic structure for strongly correlated systems. Though the GW method40 is in agreement with experimental band structures in many cases for the calculations of semiconductors, the limitation is based on the large consumption of computing resources. However, the DFT+U method41 is also reasonable with relatively less computational cost and sufficient accuracy. So, we used the DFT+U method to describe the strong on-site Coulomb and exchange interactions, which can produce a better band gap in comparison with experimental results. The method for energy correction of the localized d electron can be expressed as42
(1) |
Metal | Metal oxide | Band gap (experimental) | Band gap (calculated) | Ueff |
---|---|---|---|---|
Ti | TiO2 | 3.2 eV | 3.15 eV | 9.0 |
V | V2O5 | 2.8 eV | 2.48 eV | 5.5 |
Cr | Cr2O3 | 3.5 eV | 3.49 eV | 11.5 |
Mn | MnO2 | 0.25 eV | 0.26 eV | 9.0 |
Zr | ZrO2 | 3.4 eV | 3.38 eV | 10.5 |
Nb | Nb2O5 | 5.0 eV | 4.95 eV | 9.5 |
Mo | MoO3 | 3.8 eV | 3.76 eV | 11.5 |
In order to further understand the effect of surface doping on water dissociation, the climbing image nudged elastic band (CI-NEB) method44,45 was applied to study the reaction pathways and transition states with the energy barriers of water splitting. 8 images were linearly interpolated between the initial state (molecular adsorption state) and final state (dissociated adsorption state). A water molecule was placed on the top layer of a SrTiO3 slab with a vertical distance of 4 Å, which was considered as a separate state (SS). The molecular adsorption state was obtained from full optimization of separate states. The convergence criteria of structural optimizations were set as 0.02 eV Å−1. The decomposition of water (H2O → H + OH) produces one hydrogen atom and one hydroxyl radical. The dissociative adsorption state was obtained by optimizing the configuration of one hydrogen atom and one hydroxyl radical adsorbed on the modified surfaces. On the basis of the calculated adsorption energy of these states, we analyzed the reaction activity and energy for the decomposition reaction of water on the modified surfaces.
E(doped)form = E(doped) − E(pure) − μN − μM + μO + μTi | (2) |
μSr + μTi + 3μO = μSrTiO3(bulk) | (3) |
The chemical potentials of elements Sr, Ti and O cannot exceed the corresponding chemical potential in the bulk. Thus, one has μSr ≤ μSr(bulk), μTi ≤ μTi(bulk), and μO ≤ μO(gas). Under the O-rich limit, μO is calculated from the energy of an oxygen atom in the gaseous O2 molecule placed at the center of a 15 × 15 × 15 Å3 cubic box. Under the metal-rich limit, μSr and μTi are calculated from the energy of the respective atoms in their pure bulk metallic states, and μO is determined using eqn (3). The chemical potential μM is obtained from the energy calculated for one M atom in a cubic unit cell with a side length of 15 Å. The calculated formation energies in co-doped systems are summarized in Table 2. As listed in Table 2, the doping is energetically favored under metal-rich growth conditions when compared to O-rich growth conditions. The co-doping system with smaller formation energy indicated that it is the more probably occurring defective configuration in experiments, which verifies the preparation possibility in experiments, especially for (M, N)-codoped SrTiO3(001) surfaces (M = Mo, Nb, V, Zr). What's more, structure B has the lower formation energy, indicating the rationality of our current model.
Codoping structures | Cr | Mn | Mo | Nb | V | Zr |
---|---|---|---|---|---|---|
E f (metal-rich) | ||||||
A | 0.92 | 1.67 | −1.49 | −9.60 | −6.95 | −6.34 |
B | 0.15 | 1.60 | −2.01 | −10.08 | −8.43 | −6.48 |
E f (O-rich) | ||||||
A | 8.77 | 9.52 | 6.36 | −1.75 | 0.90 | 1.50 |
B | 8.00 | 9.45 | 5.84 | −2.23 | −0.58 | 1.37 |
The optimized partial geometrical structures with bond length annotation for SrTiO3 are shown in Fig. 2. For all the metal monodoped systems, the difference between Ti–Ox (x = 1, 2, 3) bond lengths and M–Ox (M = metal, x = 1, 2, 3) bond lengths is shorter than 0.1 Å, which is about 5%. This indicates that the surface structure of SrTiO3 does not change basically in the transition metal monodoped state. Compared with the monodoped state, it can be found from Fig. 2 that there is an obvious structural change introduced by substitutional nitrogen on the first layer in the co-doped state. The larger distortion of the surface corresponds to the larger substitutional energy. For codoped systems, the angles of M–N–Ti are calculated to be 162–166°, which is different from the straight angle of M–O–Ti.
Fig. 2 Optimized partial geometry structures of SrTiO3(001) surfaces including undoped, nitrogen-doped, metal-doped and nitrogen–metal codoped systems. |
To explore the relative stability of M-monodoped and (M, N)-codoped SrTiO3(001) surfaces, the substitutional energy for doping elements is described by the following equations:
Es = Etot(M, O) − Etot(O) + ETi − EM | (4) |
Es = Etot(N) − Etot(O) + EN − EO | (5) |
Es = Etot(M, N) − Etot(N) + ETi − EM | (6) |
We can clearly see from Table 3 that the substitutional energies of V, Cr and Mn monodoping are much higher than that of codoping, while there is a slight difference between monodoping and codoping when it comes to Zr, Nb and Mo. The increase of substitutional energy for codoping is mostly due to the deformation introduced by nitrogen. In the monodoping state, the value of substitutional energy is negative for V, Mn, and Zr, indicating that they can be easily substituted into the Ti site in the center of the surface. In the case of the codoped system, Cr and Mn codoped with nitrogen on the SrTiO3(001) surface are not energetically favorable because their substitutional energies are about 5 eV. We can also find from Table 1 that the stabilization energy of ∼2 eV is required for V and Mo codoped with N, which is flexible in the experiments. Among these codoped systems, N–Zr is the most stable system because it has the lowest substitutional energy.
V | Cr | Mn | Zr | Nb | Mo | N | |
---|---|---|---|---|---|---|---|
Monodoping | −1.46 | 1.77 | −2.34 | −1.94 | −1.94 | 1.91 | −2.28 |
Codoping | 2.39 | 4.87 | 4.18 | −1.64 | −0.21 | 2.44 | — |
Fig. 3 Total density of states (a) and projected density of states (b) for bulk, clean and N-doped SrTiO3(001) surfaces. The Fermi level is shown by the vertical dashed line. |
For the monodoped SrTiO3(001) surface (see Fig. 4 and 5), the projected density of states (PDOS) shows that the valence band (VB) is dominated by O 2p orbitals, which is similar to that of the undoped SrTiO3(001) surface. We find that doping of V, Cr or Mn introduces impurity levels located at the CBM or VBM in the forbidden band. However, monodoping of Zr, Nb or Mo does not introduce other impurity levels in the forbidden band.
Fig. 4 (a) Total density of states and (b) projected density of states for V-doped, Cr-doped, Mn-doped SrTiO3(001) surfaces. The Fermi level is shown by the vertical dashed line. |
Fig. 5 (a) Total density of states and (b) projected density of states for Zr-doped, Nb-doped and Mo-doped SrTiO3(001) surfaces. The Fermi level is shown by the vertical dashed line. |
When V is incorporated into the SrTiO3(001) surface, one more electron is released to the SrTiO3 surface, which induces some V 3d donor states appearing at +1.79 eV that is below the bottom of the conduction band. Meanwhile, the valence band moves downward by 0.16 eV and thus its band gap reduced to 1.95 eV. In the case of Cr doping, the CBM and VBM of Cr-doped SrTiO3 shift upwards by 0.30 and 0.46 eV, respectively. Therefore, the band gap of Cr doping is reduced to 2.31 eV. In the case of Mn doping, the introduction of Mn impurity increases the CBM and VBM by 0.85 and 0.33 eV, respectively. The band gap for Mn doping increases to 2.77 eV, indicating that Mn-doping is disadvantageous to improve the photocatalytic activity of the SrTiO3 slab. Similar to the case of V doping, Cr and Mn introduce some impurity states just below the conduction band (CB) and above the VB, respectively. This is due to the extra electron released from the valence shell of Cr (3d54s1) and Mn (3d54s2). By comparing the positions of VBM and CBM of V-doping, Cr-doping and Mn-doping, we find that the order of impact on VBM and CBM is V-doping < Cr-doping < Mn-doping. This is probably due to the variation in the interactions between the dopant 3d orbital and O 2p or Ti 3d orbitals. Accordingly, the order of orbital energy is Ti-3d < V-3d < Cr-3d < Mn-3d, corresponding to the above difference between the VBM and CBM. The impurity states appearing at the CBM or VBM would be the centers of electron–hole recombination and lower the photocatalytic activity.
For Zr-doping, the total density of states (TDOS) and PDOS of the Zr monodoped system are found to be almost similar to the case of the undoped SrTiO3 surface for Zr (4d25s2) valence shell that resembles Ti (3d24s2). The band gap is reduced to 2.34 eV after Zr substitution. For Nb-doping, the VBM has a small rise of 0.56 eV with respect to that of the clean surface, while the CBM has a small increase of 0.39 eV. The shifts of the VBM and CBM make the band gap of Nb-doping to be 2.69 eV. The Mo monodoped SrTiO3 system has no effect on the VBM, but the position of the CBM moves up a little due to the interaction between the Mo 4d orbital and Ti 3d orbital. The obtained band-gap width is equal to 2.54 eV which is slightly, i.e., 0.09 eV larger than that of the clean surface. Although from the point of band gap narrowing, monodoping of transition metals such as V seems to be attractive, the presence of partially occupied impurity states as well as the formation of charge compensating defects is the limiting factor for the improvement of the photocatalytic performance.
In order to passivate the donor states, configuration of M–N codoping to maintain charge balance is a common way to solve this problem. Here, the codoped systems are constructed by replacing one Ti and one O atom from the 2 × 2 slab with one M and N, respectively. The DOS plots for the (M, N)-codoped SrTiO3 have been shown in Fig. 6 and 7. Similar to monodoped systems, the CBM is mainly contributed by the Ti 3d state. For N–V codoping, the mid-states consisting of V-3d and N-2p appear in the forbidden band, which means V and N form the donor–acceptor pair. Although the band gap has been narrowed to 2.09 eV, N–V codoping is not suitable for water splitting, because mid-states would reduce the photocatalytic efficiency. Similar to the N–V codoped systems, the N–Mo codoped system has two mid-states in the forbidden band with the band gap of 1.85 eV, which are formed by one donor–acceptor pair and partially by Mo 4d states. For N–Cr, N–Zr, and N–Nb codoping, the presence of Cr (Zr or Nb) is found to be effective in passivating the N induced acceptor states completely, making its states remain below the Fermi states. The overlap of N 2p and Cr (Zr or Nb) 3d or 4d orbitals in the VB represents the covalent component in Cr (Zr or Nb)–N bonds. As shown in Fig. 6 and 7, some impurity states are localized in the middle of the band gap in N–V and N–Mo codoped systems, which are detrimental to photocatalysts because the gap states can act as the recombination centers to limit the efficiency of semiconductors. Therefore, it can be concluded that the donor–acceptor pairs play a crucial role in shifting the VBM and CBM, resulting in the observed change in the band gap of codoped SrTiO3.
Fig. 6 (a) Total density of states and (b) projected density of states for N–V codoped, N–Cr codoped, N–Mn codoped SrTiO3(001) surfaces. The Fermi level is shown by the vertical dashed line. |
Fig. 7 (a) Total density of states and (b) projected density of states for N–Zr codoped, N–Nb codoped and N–Mo codoped SrTiO3(001) surfaces. The Fermi level is shown by the vertical dashed line. |
Photocatalyst materials for water splitting require that the energy level of CBM should be more positive than the H+/H2 reduction potential, while the energy level of VBM should be more negative than the O2/H2O oxidation potential. As the band gap narrowing involves either elevation of the VBM or downward shifting of the CBM or both, it may affect the oxidizing–reducing efficiency of the material. Hence, it is necessary to check the band edge alignment of the modified material with respect to water redox levels before reaching a conclusion related to its photocatalytic water-splitting efficiency.
In our calculations, the band gap of the pure SrTiO3 surface is the energy level difference between the CBM and VBM. The calculation result is consistent with the previous experimental data.10 Therefore, the experimental band edge positions of the pure SrTiO3 surface are taken as the reference. As a result, the band edge positions of the doped SrTiO3 surfaces can be determined by calculating the relative energy shifts (CBM and VBM) with respect to the pure SrTiO3 surface. According to the experimental measurements,47 the rough conduction band edge potential of SrTiO3 is 1.26 V. Subsequently the valence band edge position is determined to be 2.14 V based on the calculated band gap of 3.20 eV. To assess the photocatalytic performance, we have aligned the CBM and VBM energy levels of doped SrTiO3(001) surfaces and the band edge positions of the doped SrTiO3 surfaces are determined by the energy levels of CBM and VBM. If the DOS of the dopant (such as M, N) is hybridized with the CBM or VBM of SrTiO3, the lowest or highest energy level of the DOS of the dopant is defined as the new CBM or VBM, respectively. The isolated DOS of the dopant does not affect the positions of CBM or VBM of SrTiO3.
Fig. 8 indicates that the band gap of the pure surface is 2.45 eV with the position of the VBM moving upwards compared with the bulk, which is not only in favor of the absorption of visible light but also helpful for improving the photo-oxidation ability. In the Cr and Mn monodoped cases, photo-oxidation abilities are reduced since the position of the VBM moves very closely towards the O2/H2O redox level. Meanwhile, the hydrogen producing capability of Cr-doping can be improved for the position of the CBM upshifted, which is in good agreement with the previous experimental results.14,27 For the V and Zr monodoped systems, the absorption edge moves from the UV to the visible light range. The position of the VBM was downshifted, leading to the enhancement of the photo-oxidation capacity. As for Nb and Mo monodoped surfaces, replacing Ti with Nb and Mo exerts no effect on the band-gap narrowing. Based on the band alignment of monodoped systems, the V-doped system has the smallest value of band gap with the best energy state position among these monodoped systems.
Fig. 8 Band alignment of the undoped, nitrogen-doped, metal-doped and nitrogen–metal codoped SrTiO3(001) surfaces with respect to the water redox levels (H+/H2, O2/H2O). |
In the codoped cases, some impurity-pair states are localized in the middle of the band gap in N–V and N–Mo codoped systems, which are detrimental to photocatalysts because the mid-states can act as recombination centers to limit the efficiency of semiconductors. We can find that codoping with N–Zr is not able to bring noticeable change in the band gap, due to the fact that the valence electron structures are really similar for Zr and Ti elements. Both N–Cr and N–Nb codoped SrTiO3 are suitable for overall water splitting, with the band gap of 2.31 and 1.90 eV, respectively. These results show that, among these codoped configurations, N–Nb codoped SrTiO3 has the smallest value of band gap with the best position of band edge.
Finally, HSE calculations were also carried out to further confirm the calculated results of V monodoping and N–Nb codoping. The comparison of band gap values is shown in Table 4. It is noted that, owing to the reasonable determination method of U values, the band gap values calculated from DFT+U and HSE methods are almost the same. In particular, the band gaps of the V doped system calculated from DFT+U and HSE methods were 1.95 and 1.96 eV, respectively. The band gaps of the N–Nb codoped system calculated from DFT+U and HSE methods were 1.90 and 1.93 eV, respectively. As shown in Fig. S1,† for V monodoping, the positions of CBM and VBM calculated by the HSE method are in agreement with the results from DFT+U calculations. However, there is a slight difference in impurity state location between HSE and DFT+U calculations. For N–Nb codoping, the positions of CBM and VBM from HSE calculations are identical to the results from DFT+U calculations. Definitely, the band gaps for V monodoping and N–Nb codoping from HSE calculations are consistent with the DFT+U results. However, the DOS is very different. The optimum U values used in the DFT+U method are obtained by comparing the calculated band gaps with the experimental data. In the HSE hybrid functional, the exchange contribution is divided into short- and long-ranged parts and the short-ranged part of PBE exchange is weighted by 25% Hartree–Fock exchange. Therefore, the band gaps from DFT+U and HSE are in good agreement with each other, and the DOS is different. After verification by the HSE calculation, the V monodoped and N–Nb codoped SrTiO3 as candidate systems will be further investigated in the next part.
DFT+U | HSE | |
---|---|---|
V-doped | 1.95 eV | 1.96 eV |
N–Nb codoped | 1.90 eV | 1.93 eV |
(7) |
Hole | Electron | |||
---|---|---|---|---|
G → M | G → Z | G → M | G → Z | |
TiO2(101) | 1.260 | 1.119 | 0.458 | 0.447 |
Undoped | 0.916 | 0.895 | 0.242 | 0.239 |
V-doped | 0.825 | 0.814 | 0.223 | 0.220 |
N–Nb codoped | 0.823 | 0.816 | 0.226 | 0.211 |
Codoping a M–N pair into the SrTiO3(001) surface can significantly decrease the band gap by lowering the VBM as well as forming impurity energy levels in the band gap, like N–V codoping and N–Mo codoping. Results show that N–Nb codoping can definitely enhance the photocatalytic performance owing to the reduction of band gap and energy barrier of water decomposition. In addition, we also further calculated and compared the adsorption and decomposition of water on different modified surfaces. On these modified surfaces, the stable adsorption configurations of water are very similar to that of water on the perfect surface. N doping not only makes the molecular adsorption state more stable, but also reduces the activation energy of water decomposition reaction. So, it is beneficial for water decomposition on the modified surface. In contrast, V doping is disadvantageous for water decomposition on the V-doped surface. Interestingly, the N–Nb codoping not only significantly broadens the absorption spectrum of the modified surface in the visible-light region, but also greatly reduces the activation energy of the water decomposition reaction. In short, this work indicates that N–Nb codoping modification is very promising for water splitting in the visible light region, which provides a useful guidance for the design of photocatalytic materials.
Footnotes |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/c7se00219j |
‡ Equally contributed to this work. |
This journal is © The Royal Society of Chemistry 2017 |