1. Introduction
In the contemporary world, the exhaustion of fossil energy and environmental pollution are major problems, and it is urgent to find renewable energy to replace fossil fuels [1,2,3,4]. Photoelectrochemical (PEC) hydrogen production is a promising method for hydrogen production, which is green and has low energy consumption, and has received wide attention because it can effectively utilize solar energy and electricity to achieve hydrogen production by water splitting [5,6,7,8]. However, the efficiency of PEC water splitting is limited owing to the slow kinetics of the four-electron step water oxidation reaction in the hydrolysis process [9,10,11]. Therefore, there is a need to develop a cheap and highly active photoanode material.
Among the types of semiconductors used to build photoanodes, metal oxide semiconductors (TiO2 [12,13], WO3 [14,15], Fe2O3 [16,17], ZnO [18,19], BiVO4 [20,21], etc.) have received a lot of attention from researchers. Both TiO2 and ZnO have wide energy band gaps (>3.0 eV), which make them only absorb ultraviolet light, resulting in extremely low solar energy utilization and hydrogen production efficiency [22,23]. Fe2O3 has poor conductivity, a low light absorption coefficient, a short hole diffusion length, and poor surface oxygen evolution kinetics [24]. WO3 has poor light absorption ability and is thermodynamically unstable in the electrolyte, which is susceptible to photocorrosion caused by peroxide species generated during water oxidation [25]. BiVO4 is also a metal oxide semiconductor material. Because it is composed of relatively abundant elements in the earth, it is an n-type semiconductor material with a band gap value of about 2.4 eV [26,27]. It has a band edge position suitable for oxygen evolution reaction (OER), which can effectively absorb visible light and become a potential photoanode material [28,29]. However, due to the short hole diffusion distance, low electron mobility, and poor water oxidation reaction kinetics of BiVO4 photoanode, photogenerated electrons and holes are easily recombined, resulting in low hole utilization [30,31,32]. The water splitting performance of PEC is limited because most of the holes recombine rapidly when migrating to the surface, resulting in poor PEC performance of BiVO4.
Therefore, doping of heteroatoms [20], construction of heterojunctions [33], introduction of surface cocatalysts [34], and morphology modulation [35] are used to solve the above-mentioned problems. Usually, metal doping is one of the most effective ways because metal ion doping can introduce impurity energy levels in the semiconductor and promote the separation of photogenerated carriers [36]. With the continuous development of science and technology, the use of earth-rich, cheap, and effective rare earth element photocatalysts has been continuously developed. This will create the opportunity to replace rare and precious metals [37]. Rare earth elements have a special 4f orbital, and their ion configuration is 4fn5s25p6. Therefore, this makes them have unique chemical properties and a wider space for use [38]. In particular, rare earth elements are highly favored in photocatalysis due to their abundant energy levels and special 4f electron leap properties [39]. In recent years, literature has shown that rare earth ions (Gd [27], Sm/Tm [40], Eu [41], etc.) can be used as active cocatalysts and dopants. Also, other literature has reported the enhanced photocatalytic performance of bismuth vanadate doped with rare earth elements. Among them, Liu et al. and Luo et al. reported the lanthanide-doped tetragonal zircon phase bismuth vanadate. Moreover, the Nd, Sm, Gd, and Yb-doped bismuth vanadate were prepared by hydrothermal method, and the doping of lanthanide elements made the samples appear to possess tetragonal zircon phase, which effectively enhanced the photocatalytic activity of bismuth vanadate samples [42,43]. Umesh Prasad et al. reported a BiVO4 doped with Er, W, and constructed a heterojunction photoanode with WO3, namely WO3/(Er, W): BiVO4 photoanode, which enhanced PEC performance. The rare earth element Er-doped BiVO4 can improve the bulk charge separation efficiency, thereby improving the conductivity of the charge carriers [44].
Similarly, the modification of surface cocatalysts can effectively inhibit the charge recombination on the BiVO4 surface, which can increase the surface reaction kinetics and reduce the overpotential of the reaction, thus improving the hole transfer efficiency [45,46,47,48]. For example, Wang et al. successfully loaded the F-doped FeOOH on BiVO4 by a one-step hydrothermal method, which promoted the transfer of photogenerated carriers and the separation of electrons and holes [49]. In addition, CoOOH and NiOOH cocatalysts, which can also improve the hole transfer efficiency and enhance the photocurrent, were also introduced into the design of BiVO4 photoanodes [50,51].
In this paper, a new composite photoanode was constructed using a simple and time-saving method to prepare a novel CoOOH-Nd-BiVO4 photoanode by doping rare earth elements (Nd) in BiVO4 to increase the carrier density. Nd has a special 4f electron leap property, which can trap electrons and improve the hole separation efficiency. Then the CoOOH cocatalyst was loaded on the surface of Nd-BiVO4 by hydrothermal method. Cocatalyst can accelerate the charge separation and suppress the electron–hole recombination. The prepared CoOOH-Nd-BiVO4 composite photoanode has excellent PEC performance. The photocurrent density of the best nanocomposite photoanode is 2.4 mA cm−2 at 1.23 V vs. RHE, which is 2.67 times compared with the pure BiVO4 (0.9 mA cm−2), and the onset potential is a 214 mV negative shift. The composite photoanode has fast hole transfer kinetic properties, which effectively inhibits the recombination of photogenerated carriers and improves the PEC performance. This paper provides a new strategy to improve the PEC performance of the photoanode and accelerate the kinetics of water oxidation.
2. Results and Discussion
The microscopic surface morphology of all photoanode materials was investigated using field emission scanning electron microscopy (SEM). Figure 1a shows the pristine BiOI films in the shape of nanosheets interlaced with each other that grew vertically on the FTO. After calcination at high temperature, the loosely arranged BiOI nanosheets expose a large specific surface area, which provides enough space for vanadium ions to enter BiOI and convert to BiVO4 [52]. As shown in Figure 1b, after the phase change to BiVO4, the samples transformed from nanosheet morphology to a porous worm-like morphology with a smooth surface that was uniformly dispersed on the FTO glass [53]. The SEM after the doping of Nd is shown in Figure 1c, and it can be clearly observed that the surface of the worm-like structure becomes quite rough and more tightly connected compared with pure BiVO4, and there are many voids between the Nd-BiVO4 nanoparticles, making it easier for the cavities to participate in the water oxidation reaction. It is obvious from Figure 1d and Figure S1 that after hydrothermal treatment, CoOOH is completely wrapped around the Nd-BiVO4 photoanode, and CoOOH-Nd-BiVO4 photoanode is obtained.
The structure and morphology of bare BiVO4 and modified BiVO4 photoanodes were further characterized by transmission electron microscopy (TEM) and high-resolution transmission electron microscopy (HR-TEM). Figure S2 shows the HR-TEM images of BiVO4 and the TEM images of the three photoanodes. The HR-TEM images show that the lattice spacing of BiVO4 is 0.308 nm corresponding to the (1 2 1) crystal plane. Figure 2a,b shows the HR-TEM images of Nd-BiVO4 and CoOOH-Nd-BiVO4, respectively, and it can be clearly seen that doping with rare earth element Nd caused lattice distortion and thus a double lattice appeared [54]. This indicates that Nd doping caused the lattice distortion of BiVO4. After loading CoOOH, as marked by the yellow dashed line, there is a clear interface between Nd-BiVO4 and the cocatalyst, and the average thickness of the amorphous CoOOH layer is measured to be 4 nm, indicating the successful doping of Nd and the successful loading of CoOOH cocatalyst. Figure 2c is the energy dispersive X-ray element mapping (EDS-mapping) diagram. It can be seen the uniform distribution of elements Bi, V, O, Nd, and Co, indicating that the CoOOH-Nd-BiVO4 composite photoanode was successfully prepared.
Figure 3 shows the X-ray diffraction (XRD) patterns of bare BiVO4, Nd-BiVO4, and CoOOH-Nd-BiVO4 photoanodes, and it is obvious from the figure that except for the FTO glass diffraction peak (SnO2 PDF 41-1445), the diffraction peaks of bare BiVO4 and doped BiVO4 photoanodes all match the BiVO4 standard card (PDF 14-0688). In other words, Nd doping makes no obvious change on the crystal structure of BiVO4. The CoOOH-Nd-BiVO4 photoanode also shows only the characteristic diffraction peaks of SnO2 and BiVO4, indicating the low CoOOH loading on the surface of the target photoanode as well as the amorphous nature of the loaded CoOOH [55]. This is consistent with the conclusion of HR-TEM.
X-ray photoelectron spectroscopy (XPS) is used to characterize the elemental composition as well as the surface chemical states of photoanode materials, from which the chemical states of Bi, V, O, Nd, and Co can be observed. Figure 4a shows the high-resolution Bi 4f XPS spectrum with peaks at 158.8 eV and 164.1 eV attributed to Bi 4f7/2 and Bi 4f5/2, respectively [51]. Figure 4b shows the V 2p spectrum with peaks at 516.3 eV and 523.9 eV attributed to V 2p3/2 and V 2p1/2, respectively [30]. When doped with Nd and loaded with CoOOH, the Bi 4f and V 2p binding energy were both positively shifted. It is possible that Nd replaces V and the loading of CoOOH decreases the electron density, making the binding energy increase. Figure 4c shows the XPS patterns of Nd 3d for doped BiVO4 and target photoanode, indicating that Nd was successfully doped in the BiVO4 photoanode. Figure 4d shows the XPS spectrum of Co 2p, where Co 2p3/2 is split into Co3+ at 780.7 eV and Co2+ at 782.5 eV, accompanied by a satellite peak at 786.2 eV [56]. Figure S3 shows the XPS spectrum of O 1s, where two fitted peaks correspond to lattice oxygen (OL) and hydroxyl oxygen (OOH) [57]. For BiVO4 and Nd-BiVO4, the peak at 531.4 eV is ascribed to -OH on account of the deposition of CoOOH.
To investigate the effects of doped rare earth elements (Nd) and loaded cocatalyst (CoOOH) on the PEC performance of BiVO4 photoanodes, photoelectrochemical tests were performed on all photoanodes. Linear voltammetric scanning (LSV) curves were performed in 0.5 M Na2SO4 solution (pH = 6.4) and under light conditions with a light intensity of 100 mW cm−2. As shown in Figure 5a, the photocurrent density of the pure BiVO4 photoanode is 0.9 mA cm−2 at 1.23 V vs. RHE. After doping with Nd, the photocurrent density increases to 1.45 mA cm−2, because Nd doping may replace the V position, which can cause lattice distortion and the dopant can introduce impurity energy levels in the semiconductor and promote the separation of photogenerated carriers [58]. Meanwhile, the special 4f electron leaping property of Nd can trap electrons and improve the hole separation efficiency [59]. The current density of the CoOOH-Nd-BiVO4 photoanode was significantly enhanced (2.4 mA cm−2), which was 2.67 times higher than that of the pure BiVO4 photoanode, and the onset oxygen evolution potential was also significantly negatively shifted by 214 mV. It exhibits that the loading of CoOOH cocatalyst can promote the water oxidation activity of BiVO4 photoanode [55]. Figure 5b shows the LSV curves measured under dark conditions, which can be used to compare the OER activity of the photoanodes: the CoOOH-Nd-BiVO4 photoanodes show the lowest onset potential under dark conditions. Figure 5c shows the LSV curves of all photoanodes under chopped light conditions at 1.23 V vs. RHE, and the values of photocurrent density of all the photoanodes remain consistent with Figure 5a. In addition, the bias photocurrent conversion efficiency (ABPE) of three photoanodes was also calculated to evaluate the photoelectric conversion efficiency of photoanodes (Equation (S2)). As shown in Figure 5d, the maximum ABPE values of bare BiVO4, doped BiVO4, and target photoanodes are 0.07%, 0.11%, and 0.24%, respectively. This suggests that Nd doping and CoOOH modification can greatly increase ABPE.
In order to further enumerate the working mechanism of photoanode, we carried out the following research. Figure 6a is the Mott–Schottky curve (M–S). By calculating the slope and intercept of M–S, it is concluded that the flat band potential of the doped and loaded cocatalyst photoanode shifts negatively in turn, and relative to pure BiVO4, the slope is the lowest. This means that the carrier concentration of the composite photoanode CoOOH-Nd-BiVO4 is greater. The carrier densities of bare BiVO4, doped BiVO4, and the target photoanode are 7.19 × 1020, 8.70 × 1020, and 1.27 × 1021, respectively, derived from Equation (S3). The kinetics of water oxidation of the composite photoanode is investigated using electrochemical impedance spectroscopy (EIS). The EIS data can be fitted by the equivalent circuit diagram in Figure S4. As can be seen from Figure 6b, the radius of CoOOH-Nd-BiVO4 composite photoanode is the smallest, indicating that the resistance of both composite photoanodes is smaller than that of bare BiVO4. Collectively, the analysis revealed that doping and cocatalyst loading can increase the photocarrier migration of the target photoanode. Figure 6c shows the transient photocurrent curves of the measured photoanodes under alternating light and dark conditions, which can further illustrate the carrier migration behavior of different photoanodes. At the moment of illumination, the photocurrent density decreases significantly because the photogenerated charge inside the photoanode is not exported in time after illumination, which makes the accumulation of electrons and holes be seriously compounded. However, when loaded with CoOOH cocatalyst, this complexation is significantly improved, which is due to the fact that CoOOH can act as a passivation layer and thus inhibit the electron–hole recombination [60]. Analysis of open-circuit photovoltage (OCP) further proves the above conclusion, as shown in Figure 6d, the photovoltage of doped BiVO4 and the target photoanode increases sequentially compared to the unmodified BiVO4.The analysis revealed that the energy band bending at the interface between the photoanode and electrolyte increases, promoting the separation of photogenerated carriers.
The effect of Nd doping and CoOOH cocatalyst on the improved performance of the photoanode was further evaluated by measuring the photocurrent density in the Na2SO4 electrolyte with Na2SO3 sacrificial agent. Figure 7a shows the measured LSV curves with Na2SO3, by which the carrier injection efficiency (ηsurface) and carrier separation efficiency (ηbulk) were calculated (Equations (S4)–(S7)). Clearly, Figure 7c shows that the Nd-BiVO4 (31%) and CoOOH-Nd-BiVO4 (47.5%) composite photoanodes have higher ηsurface at 1.23 V vs. RHE. According to Figure 7d, the ηbulk of the composite photoanode reaches 78.4% at 1.23 V vs. RHE, which is 13.5% higher relative to the unmodified BiVO4 (65%). This is due to the fact that Nd doping can trap electrons and improve the hole separation efficiency, while the cocatalyst further improves the surface separation efficiency by promoting the hole extraction. It indicates that the doping and the cocatalyst can effectively promote the charge transfer at the interface between the photoanode and the electrolyte, thus accelerating the surface OER kinetics of the water oxidation reaction. The UV-Vis absorption spectra in Figure 7b shows that the absorption band edges of all three photoanodes are around 500 nm. The absorption intensity of the photoanodes is enhanced by the doping of Nd, which is consistent with those reported in the literature [54]. The band gap values of the photoanodes were calculated according to Figure 7b, as shown in Figure S5 (Equation (S8)). The values of the two photoanodes modified with doping and cocatalyst are similar (~2.50 eV), which is consistent with the reported band gap of 2.40–2.50 eV for monoclinic bismuth vanadate [61]. As well, Figure S6 shows that the Jabs values of the three photoanodes were calculated according to Equation (S5).
In addition, the stability of the target photoanode was also tested in 0.5 M Na2SO4 solution. As can be seen in Figure 8, the photocurrent density of the pure BiVO4 photoanode decays by 56% after 7200 s, which is caused by photocorrosion. In contrast, the target photoanode decays only 17% after 7200 s. Its stability is greatly improved because the modification of the CoOOH layer provides a passivation layer to the photoanode material, which makes the photoanode free from photocorrosion [62]. Thus, this modification significantly improves the corrosion resistance of the photoanode and makes it more stable.
3. Experimental Section
3.1. Preparation of BiVO4 and Nd-BiVO4 Photoanodes
The BiVO4 and Nd-BiVO4 photoanodes are prepared by electrochemical deposition [32,63]. The specific steps are described in the supporting information.
3.2. Preparation of CoOOH-Nd-BiVO4 Photoanode
The CoOOH layer was modified on the Nd-BiVO4 film by a hydrothermal method [64]. The CoOOH precursor solution containing 5.0 mM Co(NO3)2⋅6H2O (99%), 50.0 mM NH4F (99.9%), and 50.0 mM urea (99%) was transferred to a 25 mL Teflon lined autoclave, the Nd-BiVO4 photoanode was immersed and tilted to the autoclave wall with the conductive film placed at an angle of 45° with the conductive film facing downward. After hydrothermal treatment at 100 °C for 4 h, it was cooled to room temperature. The composite photoanode was washed with deionized water and ethanol in turn, and then dried with nitrogen gas to obtain CoOOH-Nd-BiVO4 composite photoanode. The process is described in Scheme 1.
4. Conclusions
In summary, a novel photoanode (CoOOH-Nd-BiVO4) material was prepared by rare earth element (Nd) doping and amorphous cocatalyst (CoOOH) modification to improve the water splitting performance of PEC. The Nd doping traps electrons and increase the hole separation efficiency due to lattice distortion, while the modification of amorphous CoOOH cocatalyst accelerates the carrier transfer, inhibits electron–hole recombination, and promotes OER catalytic kinetics. Combining the advantages of Nd doping and CoOOH cocatalyst, the photocurrent density of the CoOOH-Nd-BiVO4 composite photoanode reaches 2.4 mA cm−2 at 1.23 V vs. RHE. which is about 2.67 times that of the pure BiVO4 photoanode (0.9 mA cm−2). The cocatalyst not only increases the photocurrent density of the material, but also greatly reduces the initial potential of the reaction, which is attributed to the introduction of the cocatalyst to accelerate the oxidation kinetics of the reaction. Therefore, the CoOOH-Nd-BiVO4 composite photoanode has better PEC water oxidation activity, and the doping of rare earth elements and further amorphous cocatalyst loading can provide new ideas for the acceleration of PEC water oxidation reaction.
Conceptualization, M.W., L.W. and J.J.; data curation, M.W. and J.G.; formal analysis, M.W., F.Z., L.G. (Lili Gao), L.G. (Lei Geng) and Y.L.; funding acquisition, L.W.; investigation, M.W., L.G. (Lei Geng) and H.N.; methodology, M.W. and K.T.; resources, L.W. and J.J.; supervision, L.W. and J.J.; validation, M.W.; visualization, M.W. and F.Z.; writing—original draft, M.W.; writing—review & editing, M.W., L.W., L.G. (Lili Gao) and H.C. All authors have read and agreed to the published version of the manuscript.
Data are contained within the article.
The authors declare no conflict of interest.
Footnotes
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.
Figure 2. (a) HR-TEM images of Nd-BiVO4, (b) HR-TEM images of CoOOH-Nd-BiVO4, and (c) EDS-Mapping images of CoOOH-Nd-BiVO4.
Figure 4. XPS patterns of (a) Bi 4f, (b) V 2p, (c) Nd 3d, and (d) Co 2p in BiVO4, Nd-BiVO4, and CoOOH-Nd-BiVO4 photoanodes.
Figure 5. (a) LSV curves under light, (b) LSV curves under dark conditions, (c) LSV curves under chopped light conditions, and (d) ABPE of BiVO4, Nd−BiVO4, and CoOOH−Nd−BiVO4 photoanodes measured at 1.23 V vs. RHE under AM 1.5 G illumination (100 mW cm−2).
Figure 6. (a) M−S plots, (b) EIS at 1.23 V vs. RHE under light conditions, (c) transient photocurrent curves at 1.23 V vs. RHE under light conditions, and (d) OCP curves.
Figure 7. (a) LSV curves in 0.2 M Na2SO3 sacrificial agent, (b) UV−Vis absorption spectra, (c) charge injection efficiency, and (d) charge separation efficiency for BiVO4, Nd−BiVO4, and CoOOH−Nd−BiVO4 photoanodes.
Supplementary Materials
The following supporting information can be downloaded at:
References
1. Zou, X.; Sun, Z.; Hu, Y.H. g-C3N4-based photoelectrodes for photoelectrochemical water splitting: A review. J. Mater. Chem. A; 2020; 8, pp. 21474-21502. [DOI: https://dx.doi.org/10.1039/D0TA07345H]
2. Marwat, M.A.; Humayun, M.; Afridi, M.W.; Zhang, H.; Abdul Karim, M.R.; Ashtar, M.; Usman, M.; Waqar, S.; Ullah, H.; Wang, C. et al. Advanced Catalysts for Photoelectrochemical Water Splitting. ACS Appl. Energy Mater.; 2021; 4, pp. 12007-12031. [DOI: https://dx.doi.org/10.1021/acsaem.1c02548]
3. Peru, F.; Payandeh, S.; Jensen, T.R.; Charalambopoulou, G.; Steriotis, T. Destabilization of the LiBH4-NaBH4 Eutectic Mixture through Pore Confinement for Hydrogen Storage. Inorganics; 2023; 11, 128. [DOI: https://dx.doi.org/10.3390/inorganics11030128]
4. Chowdhury, P.; Malekshoar, G.; Ray, A.K. Dye-Sensitized Photocatalytic Water Splitting and Sacrificial Hydrogen Generation: Current Status and Future Prospects. Inorganics; 2017; 5, 34. [DOI: https://dx.doi.org/10.3390/inorganics5020034]
5. Wang, S.; He, T.; Chen, P.; Du, A.; Ostrikov, K.K.; Huang, W.; Wang, L. In Situ Formation of Oxygen Vacancies Achieving Near-Complete Charge Separation in Planar BiVO4 Photoanodes. Adv. Mater.; 2020; 32, e2001385. [DOI: https://dx.doi.org/10.1002/adma.202001385]
6. Zhou, Z.; Chen, J.; Wang, Q.; Jiang, X.; Shen, Y. Enhanced photoelectrochemical water splitting using a cobalt-sulfide-decorated BiVO4 photoanode. Chin. J. Catal.; 2022; 43, pp. 433-441. [DOI: https://dx.doi.org/10.1016/S1872-2067(21)63845-7]
7. Yu, J.M.; Lee, J.; Kim, Y.S.; Song, J.; Oh, J.; Lee, S.M.; Jeong, M.; Kim, Y.; Kwak, J.H.; Cho, S. et al. High-performance and stable photoelectrochemical water splitting cell with organic-photoactive-layer-based photoanode. Nat. Commun.; 2020; 11, 5509. [DOI: https://dx.doi.org/10.1038/s41467-020-19329-0]
8. Jiang, W.; An, Y.; Wang, Z.; Wang, M.; Bao, X.; Zheng, L.; Cheng, H.; Wang, P.; Liu, Y.; Zheng, Z. et al. Stress-induced BiVO4 photoanode for enhanced photoelectrochemical performance. Appl. Catal. B Environ.; 2022; 304, 121012. [DOI: https://dx.doi.org/10.1016/j.apcatb.2021.121012]
9. Blakemore, J.D.; Crabtree, R.H.; Brudvig, G.W. Molecular Catalysts for Water Oxidation. Chem. Rev.; 2015; 115, pp. 12974-13005. [DOI: https://dx.doi.org/10.1021/acs.chemrev.5b00122]
10. Kuang, Y.; Yamada, T.; Domen, K. Surface and Interface Engineering for Photoelectrochemical Water Oxidation. Joule; 2017; 1, pp. 290-305. [DOI: https://dx.doi.org/10.1016/j.joule.2017.08.004]
11. Pan, J.B.; Shen, S.; Chen, L.; Au, C.T.; Yin, S.F. Core–Shell Photoanodes for Photoelectrochemical Water Oxidation. Adv. Funct. Mater.; 2021; 31, 210426. [DOI: https://dx.doi.org/10.1002/adfm.202104269]
12. Song, K.; Hou, H.; Zhang, D.; He, F.; Yang, W. In-situ cation-exchange strategy for engineering single-atomic Co on TiO2 photoanode toward efficient and durable solar water splitting. Appl. Catal. B Environ.; 2023; 330, 122630. [DOI: https://dx.doi.org/10.1016/j.apcatb.2023.122630]
13. Ma, W.; Huang, K.; Wu, X.; Wang, M.; Feng, S. Surface polarization enables high charge separation in TiO2 nanorod photoanode. Nano. Res.; 2021; 14, pp. 4056-4062. [DOI: https://dx.doi.org/10.1007/s12274-021-3340-0]
14. Kim, H.Y.; Kong, H.; Kim, J.H.; Yang, W.-G.; Lee, H.; Ko, S.; Lee, H.J.; Piao, G.; Park, H.; Chae, W.-S. et al. Laser-induced deposition of Ni, Co-doped FeOOH cocatalysts on WO3 photoanodes and elucidating their roles in water oxidation in terms of carrier dynamics. J. Mater. Chem. A; 2023; 11, pp. 4598-4607. [DOI: https://dx.doi.org/10.1039/D2TA07004A]
15. Kalanur, S.S.; Singh, R.; Seo, H. Enhanced solar water splitting of an ideally doped and work function tuned {002} oriented one-dimensional WO3 with nanoscale surface charge mapping insights. Appl. Catal. B Environ.; 2021; 295, 120269. [DOI: https://dx.doi.org/10.1016/j.apcatb.2021.120269]
16. Chai, H.; Wang, S.; Wang, X.; Ma, J.; Jin, J. Modulation of the Chemical Microenvironment at the Hematite-Based Photoanode Interface with a Covalent Triazine Framework for Efficient Photoelectrochemical Water Oxidation. ACS Catal.; 2022; 12, pp. 3700-3709. [DOI: https://dx.doi.org/10.1021/acscatal.2c00285]
17. Jeon, T.H.; Bokare, A.D.; Han, D.S.; Abdel-Wahab, A.; Park, H.; Choi, W. Dual modification of hematite photoanode by Sn-doping and Nb2O5 layer for water oxidation. Appl. Catal. B Environ.; 2017; 201, pp. 591-599. [DOI: https://dx.doi.org/10.1016/j.apcatb.2016.08.059]
18. Lee, Y.; Kim, S.; Jeong, S.Y.; Seo, S.; Kim, C.; Yoon, H.; Jang, H.W.; Lee, S. Surface-Modified Co-doped ZnO Photoanode for Photoelectrochemical Oxidation of Glycerol. Catal. Today; 2021; 359, pp. 43-49. [DOI: https://dx.doi.org/10.1016/j.cattod.2019.06.065]
19. Zhang, B.; Wang, Z.; Huang, B.; Zhang, X.; Qin, X.; Li, H.; Dai, Y.; Li, Y. Anisotropic Photoelectrochemical (PEC) Performances of ZnO Single-Crystalline Photoanode: Effect of Internal Electrostatic Fields on the Separation of Photogenerated Charge Carriers during PEC Water Splitting. Chem. Mater.; 2016; 28, pp. 6613-6620. [DOI: https://dx.doi.org/10.1021/acs.chemmater.6b02639]
20. Gao, L.; Long, X.; Wei, S.; Wang, C.; Wang, T.; Li, F.; Hu, Y.; Ma, J.; Jin, J. Facile growth of AgVO3 nanoparticles on Mo-doped BiVO4 film for enhanced photoelectrochemical water oxidation. Chem. Eng. J.; 2019; 378, 122193. [DOI: https://dx.doi.org/10.1016/j.cej.2019.122193]
21. Huang, Q.; Qiu, Y.; Luo, H.; Yuan, Y.; Li, X.; Wang, Z.; Mai, W. p-Type NiO modified BiVO4 photoanodes with enhanced charge separation and solar water oxidation kinetics. Mater. Lett.; 2019; 249, pp. 128-131. [DOI: https://dx.doi.org/10.1016/j.matlet.2019.04.075]
22. Liu, Z.; Wang, Y.; Wang, B.; Li, Y.; Liu, Z.; Han, J.; Guo, K.; Li, Y.; Cui, T.; Han, L. et al. PEC electrode of ZnO nanorods sensitized by CdS with different size and its photoelectric properties. Int. J. Hydrogen Energy; 2013; 38, pp. 10226-10234. [DOI: https://dx.doi.org/10.1016/j.ijhydene.2013.06.028]
23. Tayebi, M.; Kolaei, M.; Tayyebi, A.; Masoumi, Z.; Belbasi, Z.; Lee, B.-K. Reduced graphene oxide (RGO) on TiO2 for an improved photoelectrochemical (PEC) and photocatalytic activity. Sol. Energy; 2019; 190, pp. 185-194. [DOI: https://dx.doi.org/10.1016/j.solener.2019.08.020]
24. Chen, Y.; Liu, L.; Zhang, L.; Li, S.; Zhang, X.; Yu, W.; Wang, F.; Xue, W.; Wang, H.; Bian, Z. Construction of Z-type heterojunction BiVO4/Sm/α-Fe2O3 photoanode for selective degradation: Efficient removal of bisphenol A based on multifunctional Sm-doped modification. Appl. Catal. B Environ.; 2023; 333, 122775. [DOI: https://dx.doi.org/10.1016/j.apcatb.2023.122775]
25. Zheng, G.; Wang, J.; Zu, G.; Che, H.; Lai, C.; Li, H.; Murugadoss, V.; Yan, C.; Fan, J.; Guo, Z. Sandwich structured WO3 nanoplatelets for highly efficient photoelectrochemical water splitting. J. Mater. Chem. A; 2019; 7, pp. 26077-26088. [DOI: https://dx.doi.org/10.1039/C9TA09188B]
26. Zhang, Y.; Zhao, X.; Wang, H.; Fu, S.; Lv, X.; He, Q.; Liu, R.; Ji, F.; Xu, X. Effect of Temperature on the Adhesion and Bactericidal Activities of Ag+-Doped BiVO4 Ceramic Tiles. Inorganics; 2022; 10, 61. [DOI: https://dx.doi.org/10.3390/inorganics10050061]
27. Sriwichai, S.; Irani, R.; Xi, F.; Friedrich, D.; Höhn, C.; Ahmet, I.Y.; Wetchakun, N.; Abdi, F.F. Role of Gd in Enhancing the Charge Carrier Mobility of Spray–Deposited BiVO4 Photoanodes. Sol. RRL; 2021; 5, 2100268. [DOI: https://dx.doi.org/10.1002/solr.202100268]
28. Martinez Suarez, C.; Hernández, S.; Russo, N. BiVO4 as photocatalyst for solar fuels production through water splitting: A short review. Appl. Catal. A Gen.; 2015; 504, pp. 158-170. [DOI: https://dx.doi.org/10.1016/j.apcata.2014.11.044]
29. Wu, L.; Wang, M.; Han, T.; Yang, B.; Geng, L.; Jin, J. Fabrication of Fe2O3/BiVO4 heterojunction by doping method to improve the solar water splitting performance of BiVO4. J. Alloys Compd.; 2023; 949, 169822. [DOI: https://dx.doi.org/10.1016/j.jallcom.2023.169822]
30. Zeng, G.; Deng, Y.; Yu, X.; Zhu, Y.; Fu, X.; Zhang, Y. Ultrathin g-C3N4 as a hole extraction layer to boost sunlight-driven water oxidation of BiVO4-Based photoanode. J. Power Sources; 2021; 494, 229701. [DOI: https://dx.doi.org/10.1016/j.jpowsour.2021.229701]
31. Wang, S.; Chen, P.; Yun, J.H.; Hu, Y.; Wang, L. An Electrochemically Treated BiVO4 Photoanode for Efficient Photoelectrochemical Water Splitting. Angew. Chem. Int. Ed. Engl.; 2017; 56, pp. 8500-8504. [DOI: https://dx.doi.org/10.1002/anie.201703491]
32. Deng, Y.; Fu, X.; Zhang, Y.; Zhu, Y.; Wei, Y. Efficient Oxygen Evolution Reaction on Polyethylene Glycol-Modified BiVO4 Photoanode by Speeding up Proton Transfer. Small; 2022; 18, e2201410. [DOI: https://dx.doi.org/10.1002/smll.202201410]
33. Yang, L.; Xiong, Y.; Guo, W.; Guo, J.; Gao, D.; Zhang, Y.; Xiao, P. Mo6+ Doped BiVO4 with improved Charge Separation and Oxidation Kinetics for Photoelectrochemical Water Splitting. Electrochim. Acta; 2017; 256, pp. 268-277. [DOI: https://dx.doi.org/10.1016/j.electacta.2017.09.186]
34. Kubendhiran, S.; Chung, R.-J.; Yougbaré, S.; Lin, L.-Y.; Wu, Y.-F. Enhanced photoelectrochemical water oxidation on BiVO4 by addition of ZnCo-MOFs as effective hole transfer co-catalyst. Int. J. Hydrogen Energy; 2023; 48, pp. 101-112. [DOI: https://dx.doi.org/10.1016/j.ijhydene.2022.09.201]
35. Lai, C.C.; Chen, J.W.; Chang, J.C.; Kuo, C.Y.; Liu, Y.C.; Yang, J.C.; Hsieh, Y.T.; Tseng, S.W.; Pu, Y.C. Two-Step Process of a Crystal Facet-Modulated BiVO4 Photoanode for Efficiency Improvement in Photoelectrochemical Hydrogen Evolution. ACS Appl. Mater. Interfaces; 2022; 14, pp. 24919-24928. [DOI: https://dx.doi.org/10.1021/acsami.2c03514]
36. Quiñonero, J.; Lana–Villarreal, T.; Gómez, R. Improving the photoactivity of bismuth vanadate thin film photoanodes through doping and surface modification strategies. Appl. Catal. B Environ.; 2016; 194, pp. 141-149. [DOI: https://dx.doi.org/10.1016/j.apcatb.2016.04.057]
37. Qiao, Y.; Schelter, E.J. Lanthanide Photocatalysis. Acc. Chem. Res.; 2018; 51, pp. 2926-2936. [DOI: https://dx.doi.org/10.1021/acs.accounts.8b00336]
38. Bünzli, J.-C.G. Lanthanide Photonics: Shaping the Nanoworld. Trends Chem.; 2019; 1, pp. 751-762. [DOI: https://dx.doi.org/10.1016/j.trechm.2019.05.012]
39. Zhang, A.; Zhang, J. Effects of europium doping on the photocatalytic behavior of BiVO4. J. Hazard. Mater.; 2010; 173, pp. 265-272. [DOI: https://dx.doi.org/10.1016/j.jhazmat.2009.08.079]
40. Zhao, K.; Liu, X.; He, Q.; Zhou, W.; Yang, K.; Tao, L.; Li, F.; Yu, C. Preparation and characterization of Sm3+/Tm3+ co-doped BiVO4 micro-squares and their photocatalytic performance for CO2 reduction. J. Taiwan Inst. Chem. E.; 2023; 144, 104737. [DOI: https://dx.doi.org/10.1016/j.jtice.2023.104737]
41. Yao, N.; Huang, J.; Fu, K.; Deng, X.; Ding, M.; Zhang, S.; Xu, X.; Li, L. Reduced interfacial recombination in dye-sensitized solar cells assisted with NiO:Eu3+,Tb3+ coated TiO2 film. Sci. Rep.; 2016; 6, 31123. [DOI: https://dx.doi.org/10.1038/srep31123]
42. Liu, T.; Tan, G.; Zhao, C.; Xu, C.; Su, Y.; Wang, Y.; Ren, H.; Xia, A.; Shao, D.; Yan, S. Enhanced photocatalytic mechanism of the Nd-Er co-doped tetragonal BiVO4 photocatalysts. Appl. Catal. B Environ.; 2017; 213, pp. 87-96. [DOI: https://dx.doi.org/10.1016/j.apcatb.2017.05.018]
43. Luo, Y.; Tan, G.; Dong, G.; Zhang, L.; Huang, J.; Yang, W.; Zhao, C.; Ren, H. Structural transformation of Sm3+ doped BiVO4 with high photocatalytic activity under simulated sun-light. Appl. Surf. Sci.; 2015; 324, pp. 505-511. [DOI: https://dx.doi.org/10.1016/j.apsusc.2014.10.168]
44. Prasad, U.; Prakash, J.; Gupta, S.K.; Zuniga, J.; Mao, Y.; Azeredo, B.; Kannan, A.N.M. Enhanced Photoelectrochemical Water Splitting with Er- and W-Codoped Bismuth Vanadate with WO3 Heterojunction-Based Two-Dimensional Photoelectrode. ACS Appl. Mater. Interfaces; 2019; 11, pp. 19029-19039. [DOI: https://dx.doi.org/10.1021/acsami.9b00150] [PubMed: https://www.ncbi.nlm.nih.gov/pubmed/31062583]
45. Wang, S.; He, T.; Yun, J.H.; Hu, Y.; Xiao, M.; Du, A.; Wang, L. New Iron-Cobalt Oxide Catalysts Promoting BiVO4 Films for Photoelectrochemical Water Splitting. Adv. Funct. Mater.; 2018; 28, 1802685. [DOI: https://dx.doi.org/10.1002/adfm.201802685]
46. Kaur, M.; Chhetri, M.; Rao, C.N.R. Photoelectrochemical OER activity by employing BiVO4 with manganese oxide co-catalysts. Phys. Chem. Chem. Phys.; 2020; 22, pp. 811-817. [DOI: https://dx.doi.org/10.1039/C9CP05293C] [PubMed: https://www.ncbi.nlm.nih.gov/pubmed/31840719]
47. Zhang, R.; Ning, X.; Wang, Z.; Zhao, H.; He, Y.; Han, Z.; Du, P.; Lu, X. Significantly Promoting the Photogenerated Charge Separation by Introducing an Oxygen Vacancy Regulation Strategy on the FeNiOOH Co-Catalyst. Small; 2022; 18, e2107938. [DOI: https://dx.doi.org/10.1002/smll.202107938]
48. Yang, Y.; Wan, S.; Li, S.; Wang, R.; Ou, M.; Liu, B.; Zhong, Q. A large size BiVO4 photoanode with high stability for efficient water oxidation and wastewater treatment coupled with H2 evolution. J. Mater. Chem. A; 2023; 11, pp. 1756-1765. [DOI: https://dx.doi.org/10.1039/D2TA08347G]
49. She, H.; Yue, P.; Huang, J.; Wang, L.; Wang, Q. One-step hydrothermal deposition of F:FeOOH onto BiVO4 photoanode for enhanced water oxidation. Chem. Eng. J.; 2020; 392, 123703. [DOI: https://dx.doi.org/10.1016/j.cej.2019.123703]
50. Peng, Y.; Du, M.; Zou, X.; Jia, G.; Permatasari Santoso, S.; Peng, X.; Niu, W.; Yuan, M.; Hsu, H.Y. Suppressing photoinduced charge recombination at the BiVO4||NiOOH junction by sandwiching an oxygen vacancy layer for efficient photoelectrochemical water oxidation. J. Colloid Interface Sci.; 2022; 608, pp. 1116-1125. [DOI: https://dx.doi.org/10.1016/j.jcis.2021.10.063]
51. Kang, Z.; Sun, Z.; Zang, Y.; Wan, S.; Zheng, Y.-Z.; Tao, X. Dual functions of heterometallic FeCo oxyhydroxides in borate-treated BiVO4 photoanodes toward boosted activity and photostability in photoelectrochemical water oxidation. Chem. Eng. J.; 2022; 431, 133379. [DOI: https://dx.doi.org/10.1016/j.cej.2021.133379]
52. Wu, J.-M.; Chen, Y.; Pan, L.; Wang, P.; Cui, Y.; Kong, D.; Wang, L.; Zhang, X.; Zou, J.-J. Multi-layer monoclinic BiVO4 with oxygen vacancies and V4+ species for highly efficient visible-light photoelectrochemical applications. Appl. Catal. B Environ.; 2018; 221, pp. 187-195. [DOI: https://dx.doi.org/10.1016/j.apcatb.2017.09.031]
53. Li, Y.; Wang, Q.; Hu, X.; Meng, Y.; She, H.; Wang, L.; Huang, J.; Zhu, G. Constructing NiFe-metal-organic frameworks from NiFe-layered double hydroxide as a highly efficient cocatalyst for BiVO4 photoanode PEC water splitting. Chem. Eng. J.; 2022; 433, 133592. [DOI: https://dx.doi.org/10.1016/j.cej.2021.133592]
54. Tian, K.; Wu, L.; Yang, B.; Chai, H.; Gao, L.; Wang, M.; Jin, J. Anchored lithium-rich manganese nanoparticles boosting Nd-BiVO4 photoanode for efficient solar-driven water splitting. Colloids Surf. A Physicochem. Eng. Asp.; 2023; 662, 130976. [DOI: https://dx.doi.org/10.1016/j.colsurfa.2023.130976]
55. Yalavarthi, R.; Zbořil, R.; Schmuki, P.; Naldoni, A.; Kment, Š. Elucidating the role of surface states of BiVO4 with Mo doping and a CoOOH co-catalyst for photoelectrochemical water splitting. J. Power Sources; 2021; 483, 229080. [DOI: https://dx.doi.org/10.1016/j.jpowsour.2020.229080]
56. Zhao, F.; Li, N.; Wu, Y.; Wen, X.; Zhao, Q.; Liu, G.; Li, J. BiVO4 photoanode decorated with cobalt-manganese layered double hydroxides for enhanced photoelectrochemical water oxidation. Int. J. Hydrogen Energy; 2020; 45, pp. 31902-31912. [DOI: https://dx.doi.org/10.1016/j.ijhydene.2020.08.224]
57. Tian, K.; Wu, L.; Han, T.; Gao, L.; Wang, P.; Chai, H.; Jin, J. Dual modification of BiVO4 photoanode by rare earth element neodymium doping and further NiFe2O4 co-catalyst deposition for efficient photoelectrochemical water oxidation. J. Alloys Compd.; 2022; 923, 166352. [DOI: https://dx.doi.org/10.1016/j.jallcom.2022.166352]
58. Gao, X.; Wang, Z.; Zhai, X.; Fu, F.; Li, W. The synthesize of lanthanide doped BiVO4 and its enhanced photocatalytic activity. J. Mol. Liq.; 2015; 211, pp. 25-30. [DOI: https://dx.doi.org/10.1016/j.molliq.2015.06.058]
59. Luo, Y.; Tan, G.; Dong, G.; Ren, H.; Xia, A. Effects of structure, morphology, and up-conversion on Nd-doped BiVO4 system with high photocatalytic activity. Ceram. Int.; 2015; 41, pp. 3259-3268. [DOI: https://dx.doi.org/10.1016/j.ceramint.2014.11.016]
60. Tang, F.; Cheng, W.; Su, H.; Zhao, X.; Liu, Q. Smoothing Surface Trapping States in 3D Coral-Like CoOOH-W rapped-BiVO4 for Efficient Photoelectrochemical Water Oxidation. ACS Appl. Mater. Interfaces; 2018; 10, pp. 6228-6234. [DOI: https://dx.doi.org/10.1021/acsami.7b15674]
61. Yang, P.; Shi, H.; Wu, H.; Yu, D.; Huang, L.; Wu, Y.; Gong, X.; Xiao, P.; Zhang, Y. Manipulating the surface states of BiVO4 through electrochemical reduction for enhanced PEC water oxidation. Nanoscale; 2023; 15, pp. 4536-4545. [DOI: https://dx.doi.org/10.1039/D2NR07138J] [PubMed: https://www.ncbi.nlm.nih.gov/pubmed/36757266]
62. Han, T.; Wu, L.; Wang, M.; Gao, L.; Long, X.; Liang, J.; Yang, B.; Jin, J. A novel co-catalyst of CoFeOOH for greatly improving the solar water splitting performance over Mo-doped bismuth vanadate. J. Alloys Compd.; 2023; 932, 167633. [DOI: https://dx.doi.org/10.1016/j.jallcom.2022.167633]
63. Tian, K.; Wu, L.; Chai, H.; Gao, L.; Wang, M.; Niu, H.; Chen, L.; Jin, J. Enhancement of charge separation and hole utilization in a Ni2P2O7-Nd-BiVO4 photoanode for efficient photoelectrochemical water oxidation. J. Colloid Interface Sci.; 2023; 644, pp. 124-133. [DOI: https://dx.doi.org/10.1016/j.jcis.2023.04.064] [PubMed: https://www.ncbi.nlm.nih.gov/pubmed/37105036]
64. Wang, T.; Pei, H.; Zhang, Y.; Li, R.; Zhang, J.; Peng, T. Efficient Strategy for Boosting the Solar-Driven Water Oxidation of the BiVO4 Photoanode by Using a CuPc Derivative as a Hole Transport Highway. ACS Appl. Energy Mater.; 2022; 5, pp. 11271-11282. [DOI: https://dx.doi.org/10.1021/acsaem.2c01827]
65. Kim, T.W.; Choi, K.-S. Nanoporous BiVO4 Photoanodes with Dual-Layer Oxygen Evolution Catalysts for Solar Water Splitting. Science; 2014; 343, pp. 990-994. [DOI: https://dx.doi.org/10.1126/science.1246913]
66. Lin, C.; Dong, C.; Kim, S.; Lu, Y.; Wang, Y.; Yu, Z.; Gu, Y.; Gu, Z.; Lee, D.K.; Zhang, K. et al. Photo-Electrochemical Glycerol Conversion over a Mie Scattering Effect Enhanced Porous BiVO4 Photoanode. Adv. Mater.; 2023; e2209955. [DOI: https://dx.doi.org/10.1002/adma.202209955]
You have requested "on-the-fly" machine translation of selected content from our databases. This functionality is provided solely for your convenience and is in no way intended to replace human translation. Show full disclaimer
Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Abstract
BiVO4 is a highly promising material for Photoelectrochemical (PEC) water splitting photoanodes due to its narrow band gap value (~2.4 eV) and its ability to efficiently absorb visible light. However, the short hole migration distance, severe surface complexation, and low carrier separation efficiency limit its application. Therefore, in this paper, BiVO4 was modified by loading CoOOH cocatalyst on the rare earth element Nd-doped BiVO4 (Nd-BiVO4) photoanode. The physical characterization and electrochemical test results showed that Nd doping will cause lattice distortion of BiVO4 and introduce impurity energy levels to capture electrons to increase carrier concentration, thereby improving carrier separation efficiency. Further loading of surface CoOOH cocatalyst can accelerate charge separation and inhibit electron–hole recombination. Ultimately, the prepared target photoanode (CoOOH-Nd-BiVO4) exhibits an excellent photocurrent density (2.4 mAcm−2) at 1.23 V versus reversible hydrogen electrode potential (vs. RHE), which is 2.67 times higher than that of pure BiVO4 (0.9 mA cm−2), and the onset potential is negatively shifted by 214 mV. The formation of the internal energy states of rare earth metal elements can reduce the photoexcited electron–hole pair recombination, so as to achieve efficient photochemical water decomposition ability. CoOOH is an efficient and suitable oxygen evolution cocatalyst (OEC), and OEC decoration of BiVO4 surface is of great significance for inhibiting surface charge recombination. This work provides a new strategy for achieving effective PEC water oxidation of BiVO4.
You have requested "on-the-fly" machine translation of selected content from our databases. This functionality is provided solely for your convenience and is in no way intended to replace human translation. Show full disclaimer
Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer
Details
1 College of Chemical Engineering, Northwest Minzu University, Lanzhou 730030, China;
2 Lanzhou Petrochemical Research Center, Petrochemical Research Institute, Petrochina, Lanzhou 730060, China;
3 State Key Laboratory of Applied Organic Chemistry (SKLAOC), The Key Laboratory of Catalytic Engineering of Gansu Province, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, China;