6.1. TiO2
History of TiO
2 for photo induced water splitting and its molecular mechanism have been described in our previous report [
113]. Abundant reports in which molecular mechanism of OER at TiO
2 surface could be found. Research progress in the theoretical calculations for water splitting with TiO
2 based photocatalysts were also reported [
114,
115]. Most of the theoretical calculation were performed for rutile (110) and (001) surfaces. Recently rutile (100) surface was investigated for OER activity assuming AEM process [
116]. However, it has been shown experimentally that rutile powder consist of (110) and (011) or equivalent surfaces, and reduction occurs at (110) surface while oxidation occurs at (011) surface. Though anatase (101) surface is also used in the theoretical calculation, many experimental observations have indicated that rutile TiO
2 is more active for OER than anatase TiO
2 [2, 4]. This experimental conclusion could be explained by the authors as the surface Ti
5C-Ti
5C distance of rutile is shorter than that of anatase [
117]. And the recent theoretical calculation supported this explanation by comparing anatase (101) surface with rutile (110) surface [
118].
In our previous report, a molecule Ti
5O
19H
16 modeling rutile (011) surface was used to investigate OER process [
113]. As the result of the total energy calculation, surface Ti
5C which can be coordinated by H
2O could make a hydrogen bonding with facing bridged O tom. As shown in
Figure 5, the first hole attacks the bridge O and then moves to the hydrogen bonding H
2O molecule to form Ti-O• at the facing Ti
5C that is the adsorbed OH radical. Second hole can attack Ti-O• or bridged O again to generate OH radical combined to Ti-O•, resulting in the formation of Ti-OOH species. This adsorbed hydroxyperoxo could stabilized by forming Ti-OO-Ti structure with a facing another Ti
5C at the (011) surface. This calculation result suggested that the surface three Ti atoms concerning to the OER process are not laid on a line but the third Ti of Ti
5C should be facing to the bridged O [
113].
Two decades ago, Nakamura et al. reported a molecular mechanism of water oxidation at rutile powder as shown in
Figure 6 [
119,
120], and, in our previous review for the ROS formation [
2], their reports were referred in the discussion. In his mechanism, 3-coordinated bridging O at a step or kink of the surface is attacked by a hole, simultaneously WNA takes place to form Ti-O•, and then a pair of Ti-O• generate Ti-OO-Ti structure, and it becomes Ti-OOH [
120]. Our prediction above suggests that the third surface Ti atom may contribute the following steps. The assignment of FTIR signals was added in this figure. Since the peak at 812 cm
-1 was not clearly shown in their in situ spectra [
119], Ti-O• may directly become Ti-OOH by the second hole.
The molecular mechanism in
Figure 6 was obtained by the observations with the ATR-FTIR for rutile powder and the STM and photoluminescence for rutile single crystals of (100) and (110) facets. The assignment of FTIR spectra were performed for photoinduced O
2 reduction under irradiation based on the isotope effect using D
2O and H
218O [
75]. For the signal of Ti-OOH group, the isotope effect on the FTIR peaks are shown in
Table 2. The calculated signal position and the isotope effect are also listed in
Table 2, which was performed for the above mentioned (011) surface model. The signal assignment seem reasonable and the isotope effect are well simulated. In the calculation, the signal intensity for bending mode δ(OOH) is larger than that of the stretching mode ν(OO) and signal of bending mode was clearly shown in the report [
75]. However, in the in situ FTIR spectra for water oxidation, the signal at larger than 1100 cm
-1 in the spectrum was not shown [
119]. The spectrum measured in H
218O did not show the spreading near 1100 cm
-1. Since the many chemical species have signals around 838 cm
-1, the observation of Ti-OOH in the experiment may have some problem. They used Fe
3+ ions for electron scavenger in the ATR-FTIR measurements, while in our study, when electron scavenger was oxygen, no peaks around 850 cm
-1 was observed [
117]. They concluded the involvement of lattice oxygen in the OER process, based on the small shift observed for the 838 cm
-1 peak, and deduced the molecular mechanism in
Figure 6. Since the assignment of the observed peak has ambiguity, the OER process in
Figure 6 may have some problem.
It has had a consensus that first oxidation takes place at bridged oxygen Ti-O-Ti, and the reaction mechanism of OER was discussed [
2]. Recently, Zhuang and Cheng [
121] reported that at the rutile (110) surface, pKa of Ti
5COH
2 is larger than that of Ti
5COH-, and then the coordination structure, Ti
5CO
2- exist stably in water and easily become Ti-O•. This results in calculation seems to contradict to the fact that isoelectric point of rutile TiO
2 is around pH 6. The rutile (110) is not a minor surface in rutile powder as described obove. It should be noted that theoretical calculations can bring the result on the basis of the assumed model regardless of the experimental reality. Therefore, it should be careful to refer the molecular mechanism derived only from the theoretical calculations. The calculation should be used only for the case justified with the experimental results.
6.2. BiVO4
BiVO
4 was discovered first as the semiconductor photocatalyst to have ability of water oxidation with visible light and the developed process was compiled in the report by Kudo et al. [
122]. As the oxygen evolution photocatalysts, Mo-doped BiVO
4 embedded into an Au layer was employed in a Z-scheme photocatalytic system to exhibit 1.1 % of STH efficiency [
123]. Aiming to the utilization in photocatalytic oxidation, there are many reports which describe the effects of surface crystalline system, morphologies, hetero junctions, and so on [
124].
Electrochemical impedance technique was applied to investigate the micro kinetics at BiVO
4 photoelectrode and found the long-lived holes (0.1- 1 s). Two kinds of recombination paths were suggested; one is the fast recombination with photogenerated electrons and another is the recombination with BiVO
4 bulk electrons [
125]. By measuring the life-time of the photoluminescence, the recombination was found to occur in nano seconds, which is probably caused by the multiphonon transition with deep-energy defect [
126]. Sub-bandgap is formed by the V-deficiency to accelerate the recombination rate [
127].
To understand the reaction mechanism, there are many computational researches in literature. Walsh et al. concluded that valence band (VB) of O
3p is coupled with Bi
6s to rise the VB maximum, while conduction band (CB) consists of V
3d and O
2p and Bi
6p. Therefore, adsorption of ROS is expected to take place at Bi site [
128]. On the other hand, in a later report for (010) surface, O vacancy provides the V site as active site. That is, the presence of the O vacancy increased the adsorption energy of H
2O, OH, O•, and the calculated free energy showed the decrease of barrier for spontaneous charge transfer to electrolyte [
129]. Doping of Co
2+ replacing with Bi
3+, forming O vacancy, and H
2O was replaced the vacancy, which has been calculated to cause decrease in the free energy by -0.28 eV [
130]. At (001) surface without vacancy, OH radical is easily formed, on the other hand at (101) surface, where vacancies are generated by Mo/W doping, strong charge transfer to oxidation intermediates in OER takes place. This difference of the surface character causes charge transfer between (101) and (001) surfaces [
131]. For (010) surface, surface O vacancy is important to the adsorption of water in the catalytic activity [
132]. The effect of O vacancy at the subsurface on the charge accumulation in OER process was investigated. As a result, the O vacancy does not affect the photon acquisition nor energy transportation in the crystal [
133].
Twin-structured BiVO
4 was examined in the energy calculation [
134]. The structure of rate-determining step was considered with energy calculations in the OER process for four models (two AEM and two LOM). It was concluded that a larger amount of twin structure causes a high OER activity [
134].
Nikacevic et al. theoretically suggested some routes of OER at BiVO
4 surface as shown in
Figure 7. At (001) surface, 97 % of vacancy are coordinated with water, As shown in Pathway A in this figure, Bi-OO-V is formed as an intermediate, and O
2 is evolved. On the other hand, only 0.05% of the O vacancy at the (011) surface was coordinated with water, but as shown in pathway B, through Bi-OOH structure, O
2 is evolved as OER pathway B with byproduct of H
2O
2 as HPER pathway [
135].
In the experimental research for the molecular mechanism of BiVO
4 OER process, the surface interrogation scanning electrochemical microscopy technique was applied to W/Mo doped BiVO
4 electrodes [
136]. In this report, the generation of OH radical was at the ratio of 6% of the absorbed photons in the OER process [
136]. However they detected the OH radical by the oxidation of IrCl
62- for electrochemical monitoring. For non-doped BiVO
4 electrodes, Nakabayashi et al. detected OH radical by trapping with fluorescent reagent and reported the yield of OH radical was 0.06 % of the photocurrent while almost 100 % was used to generate molecular oxygen [
137]. FTIR spectra under the light irradiation was measured for the BiVO
4 photoanode [
138]. The in situ FTIR spectra measured in H
218O and D
2O are compiled in
Figure 8. To analyze the isotope shift, DFT calculation with B3LYP/LanL2DZ method in Gausian03W was performed for model molecule (OH)
4Bi-OOH and the isotope shift is shown in
Table 3. When the calculated isotope shift was compared with the measured FTIR spectra in the literature [
138], the reported assignment of the peak in D
2O was found to be incorrect. The peak positions of δ(OOD) and ν(OO) should exchange in D
2O. And then the large isotope shift in H
218O shows that the both O in Bi-OOH originated from water and that the lattice oxygen of BiVO
4 did not contain in the OER process. Thus, experimental observations of the presence of Bi-OOH and 100% yield of O
2 show that the OER pathway B in
Figure 7 is only the molecular mechanism of OER at the BiVO
4 photoanode.
Though OER catalytic activity is observed for photoanode, to increase the separation of charges, BiVO
4 photoanode is sometimes used with the deposition of some OER catalysts such as Fe-OOH [
139], CoPi [
140], and Co
3O
4 [
141].
6.5. IrO2 and RuO2
Iridium oxide (IrOx) was used as the OER co-catalyst of Y
2Ti
2O
5S
2 photocatalyst for visible-light water splitting [
148]. Ir-based catalysts are the catalysts of choice to date; nevertheless, their high price and scarcity have greatly hampered the widespread utilization of the proton exchange membrane water electrolysis technique [
149]. On the other hand, ruthenium (Ru), at higher earth abundance and lower price, possesses superior catalytic activity to Ir; yet, it is prone to dissolution nature results in inferior stability that cannot be implemented in practical device [
149]. The surface stability and dissolution of three prominent electro(photo)catalysts for water splitting: RuO
2, IrO
2, and TiO
2 in the rutile phase was investigated by using a combination of ab initio steered molecular dynamics, enhanced sampling, and ab initio thermodynamics. A distinct site specificity in the dissolution of the RuO
2(110) surface was identified, whereas no such surface site specificity exists for the IrO
2(110) surface [
150]. However, the mechanistic interplay between the OER and material degradation during water electrolysis is not yet well understood even for the most studied OER electrocatalysts such as IrO
2 and RuO
2 [
151].
Anodically grown IrO
X catalyst films were studied using Raman spectroscopy. In addition to deuteration and
18O substitution experiments, theoretical models were also constructed using DFT to interpret the experimental data. The material was found to be composed of [IrO
6]
n edge-sharing polyhedra (with n ≥ 3) and characterized over a large potential range (0.0–1.8 V). Ir centers are connected to each other via μ-O type oxygen linkages that allow for the Ir centers to electronically couple to each other. Oxidation of Ir
3+ to Ir
4+ at 0.7–1.2 V within a μ-O linked polymeric geometry resulted in a blue coloration of the material at high potentials. Theoretical calculations indicated that the optical transition responsible for the color is essentially an Ir to Ir charge transfer transition [
152].
For an Ir oxide nanocluster catalyst system, a surface hydroperoxide, Ir-OOH, as an intermediate of OER has been detected by recording FTIR spectra of the OO vibrational mode at 830 cm
–1. The detection was achieved upon oxidation of water under pulsed excitation of a visible light sensitizer [Ru(bpy)
3]
2+ [
82]. The OER mechanism of IrOx was investigated based on charge accumulation. The valence change of Ir is more favorable than O–O bond formation. In situ evanescent wave spectroscopy revealed that an intermediate assignable to Ir
5+ with oxygen ligands in opposite spin served as the precursor of OER regardless of pHs (2 to 12), as the generation of this species was not related to valence changes of Ir. The results confirmed that charge accumulation was not rate-limiting for OER on IrO
X, which is a key mechanistic difference between IrOx and less-efficient 3d metal electrocatalysts [
153]. Time-resolved operando spectroelectrochemistry was employed to investigate the redox-state kinetics of IrO
X electrocatalyst films for both water and hydrogen peroxide oxidation. Three different redox species involving Ir
3+, Ir
3x+, Ir
4+, and Ir
4y+ were identified spectroscopically. A first-order reaction mechanism was suggested for H
2O
2 oxidation driven by Ir
4+ states, and a higher-order reaction mechanism involving the cooperative interaction of multiple Ir
4y+ states for water oxidation [
154].
On calcined and uncalcined IrO
2, operando XAS spectroscopy was utilized to study the OER under different protocols. At the elevated OER potentials above 1.5 V, stronger Ir−Ir interactions were observed, which were more dominant in the calcined [
155].
With first-principles calculations integrated with implicit solvation at constant potentials, the detailed atomistic reaction mechanism of OER was examined for the IrO
2(110) surface. The surface phase diagram was determined, and the possible reaction pathways including kinetic barriers, and computed reaction rates were explored based on the micro kinetic models [
156]. The classical mechanism at the IrO
2(110) surface was reconsidered. The OER follows a bi-nuclear mechanism with adjacent top surface oxygen atoms as fixed adsorption sites, whereas the Ir atoms underneath play an indirect role and maintain their saturated 6-fold oxygen coordination at all stages of the reaction. The oxygen molecule is formed, via an Ir–OOOO–Ir transition state, by association of the outer oxygen atoms of two adjacent Ir–OO surface entities, leaving two intact Ir–O entities at the surface behind [
157].
An IrO
2 nanoribbon of monoclinic phase, which is distinct from tetragonal rutile IrO
2, was provided by a molten-alkali mechanochemical method. The intrinsic catalytic activity of IrO
2 nanoribbon was higher than that of rutile IrO
2 due to the low d band center of Ir in this special monoclinic phase structure, as confirmed by DFT calculations [
158]. Ultrasmall Pd@Ir core–shell nanoparticles (5 nm) with 3 atomic layer of iron carbon nanotubes were constructed as an exceptional bifunctional electrocatalyst in acidic water splitting. Due to the core–shell structure, strain generated at hetero interfaces leads to an up shifted d band center of Ir atoms contributing to a 62-fold better mass activity than commercial IrO
2; besides, the electronic hybridization suppresses the electrochemical dissolution of Ir; as a result, robust stability was also achieved [
159].
Ir
XRu
1−xO
2, x = 1, 0.6, 0.3 and 0, was prepared by the hydrolysis synthesis, and a mechanistic study of the OER was reported. The polarization curves recorded at pHs of 0 to 3 could be well fitted to a model consisting of a series of concerted electron-proton transfer reactions (mononuclear mechanism). It was suggested that the third or fourth step is rate-determining for RuO
2 and IrO
2, respectively [
160].
For single-crystal RuO
2(110) in acidic electrolyte the surface structural changes as a function of potential were investigated by in situ surface X-ray scattering measurements with DFT calculations. The redox peaks at 0.7, 1.1 and 1.4 V vs. RHE could be attributed to the surface transitions associated with the successive deprotonation of –H
2O on the coordinately unsaturated Ru sites and hydrogen adsorbed to the bridging oxygen sites. At potentials relevant to the OER, an –OO species on the unsaturated Ru sites was detected, which was stabilized by a neighboring –OH group on the unsaturated Ru site or bridge site. A new OER pathway, where the deprotonation of the –OH group is used to stabilize –OO, was found to be rate-limiting [
161]. For the RuO
2(110) surface, DFT method with considering a possible magnetic effects on the electronic configuration was applied for calculating the thermodynamic stability of possible O versus OH terminations and their effect on the free energies of the OER steps. The magnetic moment of RuO
2 supplies an important contribution to obtaining a low overpotential and to its insensitivity to the exact O versus OH coverage of RuO
2 (110) surface [
162].
The OER kinetics on RuO
2 rutile (110), (100), (101), and (111) orientations were experimentally investigated, finding (100) the most active. The potential involvement of lattice oxygen in the OER mechanism was assessed with online electrochemical mass spectrometry, which showed no evidence of oxygen exchange on these oriented facets in acidic or basic electrolytes, suggesting lattice oxygen is not exchanged in catalyzing OER on crystalline RuO
2 surfaces [
163].
Rh doping for RuO
2 and surface oxygen vacancies to precisely regulate unconventional OER reaction path via the Ru–O–Rh active sites have been reported. Quasi in situ/operando characterizations demonstrated the recurrence of reversible oxygen species under working potentials for enhanced activity and durability. It was theoretically revealed that Rh-RuO
2 passes through a more optimal reaction path of lattice oxygen mediated mechanism-oxygen vacancy site mechanism. The synergistic interaction of defects and Ru–O–Rh active sites causes the *O formation with the rate-determining step, breaking the barrier limitation (*OOH) suggested by the traditional AEM process [
164].
DFT calculations for RuO
2 demonstrated that the LOM can give rise to higher OER activity than the AEM at the active sites involving structural defects, both intrinsic and extrinsic. Although the AEM is preferred for the perfect (110) and (211) surfaces, the formation of metal vacancies due to catalyst dissolution may lead to much lower OER overpotentials for the LOM. By screening several metal impurities in RuO
2, the dopants such as Ni and Co can promote the LOM over the AEM even for the perfectly structured surfaces [
165]. Transition metal (TM)-doped rutile RuO
2 with different ratios of TM and Ru were discussed through DFT calculation with Hubbard U correction (+ U). In low TM doping concentration, the evolved O
2 is generated through the AEM, and the OER activity is limited by the scaling relationship of OER intermediates. In higher TM doping concentration, the evolved O
2 is generated through the LOM for Cu- or Ni-doped RuO
2. The distribution of Ru 4d and O 2p orbitals and the adsorption energy of H and O were found to be the major factors that affect the conversion of AEM into LOM [
151].
Dispersing RuO
2 over defective TiO
2 enriched with oxygen vacancies (RuO
2/D-TiO
2) was reported with an electronic structure modulating strategy. Synergetic (spectro-) electrochemistry and theoretical simulations revealed a continuous band structure at the interface between RuO
2 and defective TiO
2, as well as a lowered energetic barrier for *OOH formation, which are accountable for the largely enhanced acidic OER kinetics [
166]. The effect of titanium substitution at different concentrations within nanoscale RuO
2, Ru
1-XTi
XO
2 (x = 0–50 at. %), on the structure, was reported for the OER activity and stability using combined experiments and theory [
167]. For MRuO
X solid solution (M = Ce
4+, Sn
4+, Ru
4+, Cr
4+), the stability was customized by controlling the Ru charge. A scalable single cell electrolyzer using SnRuO
X anode and a polymer electrolyte membrane conveyed an ever smallest degradation rate during a 1300 h operation at 1Acm
−2 [
168]. For the sulfate-functionalized RuFeOx (S-RuFeOx) catalyst in proton exchange membrane of water electrolyzer was investigated for OER activity and stability, because RuO
2 shows relatively poor stability. Coupled with the Fe cation doping, S-RuFeOx displayed a remarkable OER performance [
169].
6.6. Perovskite as electrocatalysts
Perovskite-type oxide nanocrystals (AxByOz), which possess distinct thermal stability, ionic conductivity and electron mobility properties, have attracted increasing interest as efficient OER catalysts [
170]. The electronic structure of perovskite-type nanocrystal plays a decisive role in electrocatalytic performance, the orbital filling, metal-oxygen hybridization, and electron correlations of perovskite-type oxide nanocrystals for high-performance OER catalysis were systematically investigated [
170]. By using soft X-ray emission and absorption spectroscopies, perovskite OER catalysts were analyzed for the partial density of states on an absolute energy scale. The decreasing the solid-state charge-transfer energy of perovskite can change the mechanisms of the OER from electron-transfer-limited to proton–electron-coupled, to proton-transfer-limited reactions [
171]. For electrocatalysts, the perovskite catalysts with noble-metals exhibit a smallest overpotential in various types of catalysts as shown in
Figure 10 [
172].
On various La
XSr
1−xCoO
3−δ as OER catalyst, a general strategy was demonstrated for steering the two mechanisms, AEM and LOM. By delicately controlling the oxygen defect contents, the dominant OER mechanism can be arbitrarily transformed between AEM-LOM-AEM accompanied by a volcano-type activity variation trend. Experimental and computational evidence explicitly revealed that the phenomenon is due to the fact that the increased oxygen defects alter the lattice oxygen activity with a volcano-type trend and preserve the Co
0 state for preferably OER [
173].
For NdNiO
3, link between structural anisotropy and the OER catalytic activity was established by DFT calculation. The NdNiO
3 with (100), (110), and (111) orientations display similar oxidative states and metal–oxygen covalence characteristics, but distinct OER activities in experimental results were the order of (100) > (110) > (111). DFT results confirm that film orientation is a critical determinant of the reaction mechanism. The OER on (100)-surface favors proceeding via a LOM. In contrast, the reaction on (110)- and (111)-surfaces followed the AEM. The anisotropic oxygen vacancy formation energy and stability are strongly correlated to the reaction mechanism and performance [
174]. On LaNiO
3 epitaxial thin films, electrochemical-scanning tunneling microscopy (EC-STM) was used to directly observe structural dynamics during the OER. Based on comparison of dynamic topographical changes in different compositions, reconstruction of surface morphology originated from transition of Ni species on the surface termination during the OER was proposed [
175]. The change in surface topography was induced by Ni(OH)
2/NiOOH redox transformation by quantifying STM images [
175].
On La
1-xNiO
3 perovskite electrocatalysts, direct O–O coupling promoted the OER activity at the interfacial active sites for decorated Ag (x) nanoparticles. The theoretical calculation revealed that oxygen evolution via the dual-site mechanism with direct O–O coupling becomes more favorable than that via the conventional AEM. At x=0.05, the electrocatalyst showed 20 times higher mass activity before and 74 times after an accelerated durability test than that of the IrO
2 electrocatalyst [
176].
Ca
2–xIrO
4 nanocrystals exhibited very high stability of about 62 times that of benchmark IrO
2. Lattice-resolution images and surface-sensitive spectroscopies demonstrated the Ir-rich surface layer with high relative content of Ir
5+ sites, which is responsible for the high activity and long-term stability. Combining operando IR spectroscopy with XAS method, key intermediates of Ir
6+=O and Ir
6+OO
– on Ir-based oxides electrocatalysts were observed, and they were stable even just from 1.3 V vs. RHE. DFT calculations indicated that the catalytic activity of Ca
2IrO
4 is enhanced remarkably after surface Ca leaching, and Ir=O and IrOO
– intermediates can be stabilized on positively charged active sites of Ir-rich surface layer [
63]. Layered perovskite Sr
2IrO
4 was chemically exfoliated into protonated colloidal nanosheets with an undamaged perovskite framework. This OER catalyst exhibited about 10 times higher activity than the IrO
2 catalyst film. As shown in
Figure 11. DFT calculation indicated that electrons from inner Ir atom to the surface was observed in IrO
2 (e) but not in the case of perovskite nanosheet (d), then the free energy of O* is moderate as shown in (a) compared with the case of IrO
2 (b). Thus, the structural hydroxyl groups on the surface of protonated nanosheets participate in the catalytic cycle [
177].
6.7. Transition metal (TM) compounds
Multicomponent transition metal oxides and (oxy)hydroxides are the most promising OER catalysts due to their low cost, adjustable structure, high electrocatalytic activity, and outstanding durability. Co-, Ni-, and Fe-based OER catalysts have been considered to be potential candidates to replace noble metals, especially for electrocatalysts, due to their tunable 3d electron configuration and spin state, versatility in terms of crystal and electronic structures, as well as abundance in nature [
23]. The latest advances in the rational design of the related OER electrocatalysts and the modulation of the electronic structure of active sites were comprehensively summarized, besides brief overview about the mechanisms of OER and the theory and calculation criteria [
178].
Wang, et al. reviewed the fundamental understanding of the electronic structure of low-cost TM oxide-based catalysts for electrochemical OER, and its relationship with the catalytic activity and the reaction mechanism was discussed [
179]. Feng, et al. reviewed the relationship between TMs and OER catalyst activity, and then, the mechanism of synthesis strategy in different types of TMs-based catalysts was summarized [
180]. Guo, et al. reviewed the state-of-the-art amorphous transition metal-based OER electrocatalysts, involving oxides, hydroxides, sulfides, phosphides, borides, and their composites, and then the practical application and theoretical modeling of the OER mechanisms in the OER were presented [
181]. Though transition metal phosphides often exhibit an excellent HER activity, the OER catalytic performance is not outstanding. Huang et al. reviewed the strategies for preparing highly active OER catalysts of transition metal phosphides [
182].
The early transition metals (Ti, V, and Cr) can form very stable M=O units, while the late transition metals (Ni and Cu) can only theoretically form unstable M=O structures. On the other hand, for Mn, Fe, and Co, the metal-oxo motif switch between two valence tautomers in the form of Mn
+1=O
2– and Mn–O•
–. The former with an electrophilic oxygen atom can proceed via the water nucleophilic-attack (WNA) acid-base pathway to form the O–O bond, whereas the latter favors the oxygen radical coupling pathway for O–O bond formation [
183].
6.7.1. CoOx
CoOOH was selected as the OER co-catalyst of aluminum-doped strontium titanate (SrTiO:Al) photocatalyst to attain almost unity in the internal quantum efficiency of UV induced water splitting with Rh/Cr co-catalyst for HER [
184]. The recent progress of Co
3O
4-based electrocatalytic materials for the acidic OER was presented with particular reference to the catalytic mechanism and guidelines for the design principles from both experimental and theoretical perspectives [
185]. Afterward, emerging strategies were outlined to improve the catalytic performance of Co
3O
4-based acidic OER catalysts, including phase engineering, component regulation with doping, composite with carbon-based materials, and multi-phase hybridization [
185].
For the application of Co oxides to photocatalysts, operando XPS measurements were performed. The catalyst undergoes chemical-structural transformations as a function of the applied anodic potential, with complete conversion of the Co(OH)
2 and partial conversion of the spinel Co
3O
4 phases to CoO(OH) under precatalytic electrochemical conditions. This interpretation revealed that the presence of Co(OH)
2 enhances catalytic activity by promoting transformations to CoO(OH) [
186]. To study the mechanism of OER on cobalt oxyhydroxide (CoOOH), operando X-ray absorption and Raman spectroscopy revealed that a Co(IV) species, CoO
2 , is the dominating resting state of the catalyst. Oxygen isotope exchange experiments showed that a cobalt superoxide species is an active intermediate in the OER. This intermediate is formed concurrently to the oxidation of CoOOH to CoO
2. Combing spectroscopic and electrokinetic data, the rate-determining step of the OER was identified as the release of dioxygen from the superoxide intermediate [
86].
By using water-in-salt electrolyte, the water activity was systematically tuned and the mechanism as a function of applied potentials in water electrolysis was probed. The mechanism is sensitive to the applied potential. The Co-OO-Co bond forms via an intramolecular oxygen coupling mechanism at low potentials, whereas it proceeds through a water nucleophilic attack (WNA) mechanism by forming Co-OOH at high potentials [
187].
The morphology-dependent analysis for well-defined crystalline cobalt oxyhydroxides CoOOH revealed that the active sites are exclusively located at lateral facets rather than basal facets. Theoretical calculations show that the coordinately unsaturated cobalt sites of lateral facets upshift the O 2p-band center closer to the Fermi level, thereby enhancing the covalency of Co-O bonds to yield the reactivity [
188]. The sequential oxidation kinetics with Co
3O
4 nanoparticles involving multi-active sites for water oxidation in OER catalytic cycle were resolved by applying quasi-operando transient absorption spectroscopy to a typical photosensitization with Ru-dye and sacrificial electron donor. The Co(IV) intermediate distribution plays a determining role in OER activity and results in the slow overall OER kinetics [
189]. The redox process between Co(III) and Co(IV) species does not follow a proton-coupled electron transfer mechanism that is thought to be common prior to the OER, but it involves a proton decoupled electron transfer, clarified by isotope labeling experiments and in situ electrostatic modulation [
190].
Oxygen vacancy (Vo) rich environment facilitates the reconstruction of Co
3O
4 to the Co(OH)
2 intermediate with proton vacancies (Co(II)Ox(OH)y), which is favorable for the formation of the active species of Co-OOH. Correlative operando Raman spectra characterizations and electrokinetic analyses indicated that a moderate Vo density can switch the O–O bond formation pathway, from a water nucleophilic attack (WNA) to an intramolecular nucleophilic attack pathway, which is more kinetically favorable for water oxidation [
191]. As shown in
Figure 12(b) with O vacancy, at step 3, three protons and one electron are removed to form Co-OOH. At the step 4, Co
III sites of Co-OOH are oxidized to Co
IV which can be deprotonated (step 8) . by hole attack oxo ligand Co
IV=O forms a Co-O-O triangle (step 9), and then becomes Co
II-OO• (step 10). At the next oxidation (step 10), O
2 is released and Co
II back to Co
III with the coordination of water. I2M process was excluded the experimental results of using H
218O isotope [
191].
Amorphous CoOOH layer architecture was loaded onto the surface of TiO
2. Tafel analysis, EIS, and CV methods showed that the carrier transfer barrier within the electrode and the transition of Co
IIIOOH to Co
IVOOH have the dominating effects on the photoelectrochemical performance. Theoretical calculation revealed that the interface between the CoOOH and TiO
2 improves the electronic-transfer ability among Co sites [
192]. Amorphous CoOOH layers are electrochemically synthesized on the surface of various cobalt sulfides CoS
α, and found the decrease in the intermolecular energy gap. The decrease in the energy gap accelerates the formation of OER-active high-valent Co
IV species [
193].
Co
3O
4 nanocrystals anchored on carbon nitride nanofiber (CNF) were prepared and found that the OER activity under visible light increased by 124 times, where heterogeneous kinetics is improved based on a synergistic effect between its binary components for charge separation and the facet (222) exposure of Co
3O
4 nanocrystals. DFT calculations revealed that oxygen vacancies at (222) facet lead to a reduction of the bandgap of the nanocrystals [
194].
The water oxidation with Co cubane cluster Co
4O
4(OAc)
4(py)
4 as the catalysis was examined by time-resolved rapid scan ATR FTIR spectroscopy, the μ-peroxido structure Co-OO-Co was established as the intermediate. Where the one-electron oxidized cubane was the sole source of charge which was driven either in alkaline solution by a visible light sensitizer or in hydroxide (OH
–) containing acetonitrile solution [
85].
The simulations on the OER mechanism were performed and, in addition, the influence of Fe substitution was examined. Co
IV in the pristine cobalt(oxy)hydroxide promotes the efficient formation of an active O radical intermediate followed by intramolecular O−O coupling. In the case of Fe substitution, the early oxidation of Fe
III to Fe
IV promotes the electrophilic character in the reaction center, reducing the proton affinity of the surface-bound hydroxyl moieties [
195].
6.7.2. NiOx
For the nascent ultra-small NiOOH particles (<3 nm), the thermodynamics of Ni dissolution was calculated by using first-principles theory at a near-neutral pH range, and the mechanism of OER on the γ-NiOOH surface was clarified. It was concluded that (i)∼4% Ni cations on the surface of γ-NiOOH dissolve at pH = 7 and 1.73 V vs. RHE; (ii) on the pristine γ-NiOOH surface, OER proceeds via the “lattice peroxide” mechanism (*H2O → *OH → *O–O
lattH* → O–O
latt → O2) with an overpotential of 0.70 V; (iii) in the presence of Ni cationic vacancies, OER proceeds via the “hydroperoxide” mechanism (*OH + *H
2O → *2OH → *OOH → O
2) with an overpotential of 0.40 V [
196].
For NiOOH-based materials, light-triggered reversible geometric conversion between octahedron (NiO
6) and square planar (NiO
4) was proposed. The unit cell was undergo to achieve electronic states with alternative metal and oxygen characters throughout the oxygen evolution process. Utilizing this electron transfer pathway can bypass the potential limiting steps, that is, O–O bonding in AEM and deprotonation in LOM. As a result, the electrocatalysts that operate through this route showed superior activity compared with previously reported electrocatalysts [
197,
198].
By incorporating Fe and V into Ni(OH)
2 lattices, OER activity was improved. X-ray photoelectron/absorption spectroscopies revealed the synergistic interaction between Fe/V dopants and Ni in the host matrix, which subtly modulates local coordination environments and electronic structures of the Fe/V/Ni cations. Further, in-situ XAS analyses manifested contraction of metal–oxygen bond lengths in the activated catalyst, with a short V–O bond distance. DFT calculations indicated that the V site of the Fe/V co-doped nickel (oxy)hydroxide gave near-optimal binding energies of OER intermediates and had lower overpotential compared with Ni and Fe sites [
199]. A series of Mn-, Co-, Fe-, and Zn-doped nickel oxides was investigated by using operando UV−vis spectroscopy coupled with time-resolved stepped potential spectroelectrochemistry. The Ni
2+/Ni
3+ redox peak potential was found to shift anodically from Mn- < Co- < Fe-< Zn-doped samples, suggesting a decrease in oxygen binding energetics from Mn- to Zn-doped samples. The OER kinetics had a second-order dependence on the density of these oxidized species, suggesting a chemical rate-determining step involving coupling of two oxo species. The intrinsic turnover frequency per oxidized species exhibits a volcano trend with the binding energy of oxygen on the Ni site, having a maximum activity for the Fe-doped sample as shown in
Figure 13. For Ni centers that bind oxygen too strongly (Mn- and Co-doped oxides), OER kinetics is limited by O−O coupling and oxygen desorption, while for Ni centers that bind oxygen too weakly (Zn-doped oxides), OER kinetics is limited by the formation of oxo groups [
200].
Oxygen vacancy-enriched porous NiO/ln
2O
3 nanofibers (Vo–NiO/ln
2O
3@NFs) was fabricated for efficient OER electrocatalysis. Abundant Vo modulated the electronic configuration of the catalyst for altering the adsorption of intermediates to reduce the OER overpotential and promote O* formation, upshifting the d band center of metal centers near the Fermi level, and also increasing the electrical conductivity and enhancing the OER reaction kinetics simultaneously. In situ Raman spectra suggested that the Vo can render the NiO/ln
2O
3 more easily reconstructible on the surface during the OER course [
201].
DFT +U calculations revealed that Ir-doping of a β-NiOOH(001) surface enhanced the electric conductivity while also activating an oxygen site involving three Ni atoms to realize a remarkably low OER overpotential of only η = 0.46 V, much lower than the oxygen site involving three Ni atoms in pristine β-NiOOH (η = 0.66 V) [
202]. Since theoretical calculations predicted that Co, Rh, and Ir dopants would lead to low overpotentials to improve OER activity of Ni-based hydroxides, an experimental confirmation on the altered OER activities for a series of metals (Mo, W, Fe, Ru, Co, Rh, Ir) doped into γ-NiOOH has been reported [
203]. The in situ electrical conductivity for metal doped γ-NiOOH correlated well with the trend in enhanced OER activities. The DFT calculations, which suggested that the intrinsic connections to the double exchange interaction between adjacent metal ions with various d orbital occupancies, rationalized the experimental results, serving as an indicator for the key metal-oxo radical character [
203].
6.7.3. FeOx
Recent advancement and progress initializing Fe-based OER electrocatalysts with different supporting materials, including carbon-based materials, layered double hydroxides, Prussian blue analogous, metal–organic frameworks, were reviewed by Xiong, et al. [
204]. In the review, the OER mechanism and some typical OER electrochemical parameters of Fe-based electrocatalysts supported on various supporting materials from the experimental and theoretical viewpoint were highlighted. Some challenges and expectations for promoting the catalytic performance were described [
204].
In photoelectrochemical (PEC) water oxidation on hematite (α-Fe
2O
3), the mechanism of the subsequent rate-limiting O–O bond formation step was investigated by rate law analysis based on EIS measurements and probing the reaction intermediates with operando FTIR spectroscopy. Distinct reaction orders of ∼1 and ∼2 were observed in near-neutral and highly alkaline environments, respectively. The unity rate law in near-neutral pH regions suggests a mechanism of water nucleophilic attack (WNA) to –Fe=O to form the O–O bond. Operando observation of a surface superoxide species by FTIR further confirmed this pathway. In highly alkaline regions, coupling of adjacent surface trapped holes (I2M) becomes the dominant mechanism. While both are operable at intermediate pHs, mechanism switch from I2M to WNA induced by local pH decrease was observed at high photocurrent level as shown in
Figure 14 [
89]. In the recent report, transient photocurrent measurements for hematite photoanodes, revealed that the OER rate has a third-order dependence on the surface hole density. A mechanism wherein the reaction proceeds by accumulating oxidizing equivalents through a sequence of one-electron oxidations of surface hydroxy groups was proposed. The key O–O bond formation step occurs by the dissociative chemisorption of a hydroxide ion involving three oxyl sites [
205].
Polycrystalline γ-FeO(OH), synthesized at room temperature, was used as a stable, although reactive, anode for OER, and electrokinetic studies were performed to unravel the OER pathway [
206]. The cell temperature, hydroxyl ion concentration, and the cation of the supporting electrolyte were varied, and the influence of external bias on the OER activity was recorded. Tafel slope, and charge-transfer resistance values at high temperatures up to 65 °C, which unambiguously highlights the influence of the thermodynamic barrier and electron transfer kinetics. The faster OER kinetics on polycrystalline γ-FeO(OH) can also be attributed to an appreciably low activation energy, where variation of the electrolyte concentration indicated a first-order dependence on [OH
-]. Deuterium isotope effect implicated the dissociation of hydroxyl ions on the polycrystalline γ-FeO(OH) as the rate-determining step. The direct effect of cations such as Li, Na, and K of the electrolyte on OER indicated a weak interaction of the cations with the surface-active [Fe
III-OH] species [
206].
Fe
3O
4 with oxygen vacancies (Fe
3O
4-V
O) was synthesized via Ar ion irradiation method and its OER activity was greatly improved by properly modulating the electron density around Fe atoms, which were evaluated with XANES and EXAFS methods. DFT results indicated the enhancement in desorption of the *OOH groups which significantly reduced the OER reaction barrier. Fe
3O
4-Vo catalyst showed an overpotential of better than commercial RuO
2 at high potential [
207].
Ni, Co, Yb doped–FeOOH nanorod arrays grown directly on a carbon cloth (CC) are synthesized by a simple one-step hydrothermal method. The doped Ni
2+ and Co
2+ can occupy Fe
2+ and Fe
3+ sites in FeOOH, increasing the concentration of oxygen vacancies and the doped Yb
3+ with a larger ionic radius can occupy the interstitial sites, which leads to more edge dislocations. The oxygen vacancies and edge dislocations greatly enrich the active sites in FeOOH/CC. In addition, DFT calculations confirmed that doping of Ni
2+, Co
2+, and Yb
3+ modulates the electronic structure of the main active Fe sites, bringing its d-band center closer to the Fermi level and reducing the Gibbs free energy change of the rate-determining step of the OER [
208].
6.7.4. MnOx
Nature uses a Mn cluster for water oxidation in PS II, and thus, water oxidation using Mn clusters is interesting in artificial water-splitting systems. An ultra-thin manganese oxide (MnO
X) was selected as co-catalyst to modify the surface of BiVO
4 photoanode by a spray pyrolysis method [
209]. The PEC measurements demonstrated that the surface charge transport efficiency strikingly increased by the MnO
X modification. After applying Ar plasma on the BiVO
4/MnOx sample, the transport efficiency further increased and it was around 7 times higher comparing with that of pristine BiVO
4 samples. The remarkable PEC performance could be attributed to the increased charge carrier density, extended carrier lifetime and additional exposed Mn active sites on the BiVO
4 surface [
209].
An α-Mn
2O
3/FTO electrocatalyst was used in nonaqueous (CH
3CN and DMF) and aqueous 0.1 M KPi (pH 7.0) solutions for kinetic studies of heterogeneous water oxidation. The rate of water oxidation was first order in catalyst concentration and in H
2O concentration. The square wave and cyclic voltammetry measurements revealed the stepwise proton-coupled electron transfer oxidations of the active Mn
II–OH
2 site to Mn
III–OH and then to Mn
IV=O and finally an electron transfer oxidation of Mn
IV=O to Mn
V=O species. The Mn
V=O species undergoes a rate-limiting O atom transfer to H
2O to give a Mn
III–OOH
2 species that, in turn, undergoes further oxidations to release O
2 [
61].
A Mn–K cluster was investigated for electrochemical water oxidation. By using XAS, SEM, TEM, XRD, FTIR spectroscopy, and electrochemical methods, it was revealed that conversion into nanosized Mn oxide occurred for the cluster, and the nanosized Mn oxides are the true catalyst for water oxidation [
210].
The Mn
3O
4 nanocatalyst, which exhibits superb catalytic activity for water oxidation under neutral conditions, was analyzed for the complex capacitance. By the change in Mn valence between Mn
II and Mn
IV, charge was accumulated on the catalyst surface prior to the rate-determining O−O bond forming step. The dissipation ratio was proposed for understanding the energy balance between charge accumulation and charge consumption for chemical O−O bond formation [
211]. In Mn
3O
4 nanoparticles, a profile imaging technique was exploited to understand the correlation between surface atomic structures and the OER. The surface structures of Mn
3O
4 nanoparticles were changed by the reaction and the surface Mn ions were reconstructed. The commonly considered active sites were disappeared from the reconstructed planes, whereas Mn ions were still exposed at the edges of nanoparticles. Thus, the surface reconstructions can deactivate low-index surfaces of Mn oxides in the OER process, which was further validated by DFT calculations [
212].
An Mn
VII = O intermediate during electrocatalytic water oxidation by a c-disordered δ-MnOx was identified as an onset-potential-dependent reduction peak at 0.93 V. This intermediate is proved to be highly reactive and much more oxidative than permanganate ion. Thus, a new catalytic mechanism for water oxidation catalyzed by Mn oxides was proposed with involvement of the Mn
VII =O intermediate in a resting state and the Mn
IV-O-Mn
VII =O as a real active species for O-O bond formation.
Figure 15 shows the proposed catalytic cycle, involving Mn
VII=O, in MnOx-catalyzed water-oxidation reaction. The overall mechanistic process involves charge accumulation (S
0/S
3), charge rearrangement (S
3/S
4), active-state formation (S
4/S
4’ ), and oxygen evolution (S
4’ /S
0) [
68].
6.7.5. Mixed metal oxides
Two or three transition metals are mixed to form oxides of high electrocatalytic performance for water electrolyzers at a low cost. An NiFe oxide catalyst was employed as the anode catalyst with an NiMo oxide cathode catalyst with a high-performance perovskite-Si tandem solar cell, achieving a record 20% STH efficiency [
213]. Nickel ferrite, NiFe
2O
4, and cobalt ferrite, CoFe
2O
4, are efficient and promising anode catalyst materials in the field of electrochemical water splitting.
In Ni-Fe water oxidation electrocatalysts, Ni is likely not an active site for water oxidation, because Ni cannot achieve high-oxide states in aqueous environments at relevant potentials [
214]. For the OER of NiFeO
xH
y, addition of Co
2+ cation increased the current density by 32.7% by the cation transport effect [
215]. Using operando XAS , it was revealed that Ni oxidizes from the initial +2 oxidation state to +3/+4 state [
216]. For Ni-Fe (oxy)hydroxides, in situ monitoring of the Fe active site number and turn-frequency number provided important insights into the activity degradation/regeneration caused by Fe dissolution/adsorption as well as a site-dependent activity and stability [
217]. In the case of NiFe
2O
4, an Fe-site-assisted LOM pathway as the preferred OER mechanism was predicted. On the other hand, in the case of CoFe
2O
4, an Fe-site-assisted LOM pathway and a Co-site-assisted AEM pathway could both play a role [
218].
Amorphous/crystalline NiFe
2O
4 induced by vanadium doping showed a superior electrocatalyst and long-term stability [
219]. For amorphous Ni-Fe mixed metal oxides, analysis of the XAS revealed local structural transitions. A dual-site OER reaction mechanism was proposed, in which potential and rate-determining steps occur at Ni and Fe sites, respectively [
220].
An Fe/Ca-based bimetallic oxide, CaFe
2O
4 , exhibited outstanding OER activity in alkaline media. DFT calculations suggested an unconventional mechanism via direct formation of O–O bonds between two oxygen intermediates, which are adsorbed on a multi-iron site on the catalyst surface [
221].
On spinel NiCo
2O
4 abundant Co defects were preferentially produced by tuning the M–O bond length. Theoretical calculations and experiments proved that Al doping elongated the Co–O bond and promoted ionization of Co under plasma treatment [
222]. Spinel Co
2MnO
4 showed higher OER activity, most probably due to the ideal binding energies of the oxygen evolution reaction intermediates [
223].
For modulated NiFeX and FeCoX (X = W, Mo, Nb, Ta, Re and MoW) oxyhydroxide catalysts, in situ and ex situ soft and hard XAS were used to characterize the oxidation transition, and facilitate the lower OER overpotential [
224]. (Co–Fe–Pb)Ox in acidic solutions through a cobalt-selective self-healing mechanism was investigated. The kinetics of the process was investigated by soft XAS and it was revealed that low concentrations of Co
2+ in the solution stabilize the catalytically active Co(Fe) sites [
225].
6.8. Layered Double Hydroxide (LDH)
LDH are emerging catalyst materials with inner layer water molecules and higher anion exchange capacity. They have been extensively used as electrocatalytic materials owing to their high specific surface area, environmental friendliness, lower cost, and non-toxicity [
226]. A kind of LDHs itself may become photocatalysts for water splitting. The electronic properties, such as band structure, bandgap energy (Eg), density of states (DOS), and band edge placement, for M
IIM
III-LDHs (MI
II =Mg, Co, Ni and Zn; M
III=Al and Ga) were calculated by using the DFT + U method. The band structures of Mg and Zn-based LDHs and Co and Ni-based LDHs are responsive to ultraviolet (Eg > 3.1 eV) and visible light (Eg< 3.1 eV), respectively. The DOS calculations revealed that the photogenerated hole localizes on the surface hydroxyl group of LDHs, facilitating the oxidization of a water molecule without a long transportation route. The band edge placements of NiGa-, CoAl-, ZnAl-, and NiAl-LDHs have a driving force (0.965 eV, 0.836 eV, 0.667 eV, and 0.426 eV, respectively) toward oxygen evolution. In the experimental observations, only CoAl-LDH was an efficient oxygen evolution photocatalyst, agreeing well with the theoretical prediction [
227].
For NiFe-LDH and Ni-LDH, the critical role of superficial oxygen vacancies (V
O) in enhancing the electronic transport was discussed based on the electrochemical analysis by correlating with electrocatalytic activities [
228]. In-situ conversion process to yield monolayer of Ni(OH)
2 on electrodes was presented and the dynamic active site of the monolayer promoted OER process. Doping with Co caused the oscillation of Ni and Co valence states in NiCo hydroxide. This study defined an in-situ conversion process to yield monolayer LDH and fundamental understanding of the origin of the active sites in monolayer LDHs for the OER [
229]. Direct spectroscopic evidence for the different active sites in Fe-free and Fe-containing Ni oxides was reported for ultrathin LDHs samples.
18O-labeling experiments in combination with in situ Raman spectroscopy were employed to probe the role of lattice oxygen as well as an active oxygen species, NiOO
-, in the catalysts. It was found that lattice oxygen is involved in the OER for Ni and NiCo-LDHs, but not for NiFe and NiCoFe-LDHs. Moreover, NiOO
- is a precursor to oxygen for Ni and NiCo-LDHs, but not for NiFe and NiCoFe- LDHs [
78]. For M-doped Ni-based LDH (M =Ni, Co, and Fe), OER mechanism was investigated theoretically for the reaction processes of AEM, LOM and IMOC(= intramolecular oxygen coupling) mechanis. Theory predicted overpotential, Tafel slopes and finding were in agreement with the observation. As the result, depending on the applied potential, reaction mechanism changed [
230]. Besides electrocatalysts, NiFe-LDH may be used as the flexible electrode of Zinc-Air batteries [
231].
For Cu–NiFe–LDH electrocatalyst, a novel magnetic Fe
III site spin-splitting strategy was suggested [
232]. The electronic structure and spin states of the Fe
IIII sites are effectively induced by the Jahn–Teller effect of Cu
2+. The theoretical calculations and operando ATR FTIR revealed that the facilitation for the O–O bond formation accelerated the production of O from OH and improved the OER activity [
232]. For as-prepared sulfated Co-NiFe-LDH nanosheets, the kinetic energy barrier of the O–O coupling is significantly reduced. The formation of M-OOH on the active site at low overpotential was directly confirmed in 1 M KOH solution by in situ Raman and charge transfer fitting results. In weakly alkaline environment of 0.1 M KOH, a sequential proton–electron transfer mechanism replaces the concerted proton–electron transfer mechanism, and the proton transfer step becomes the rate-determining step (RDS) as illustrated in
Figure 16 [
233].
A Pt-induced NiFe-LDH (Pt-NiFe LDH) nanosheet was synthesized and large current density electrodes could be achieved in OER as well as HER [
234]. At NiO/NiFe-LDH, the adsorption energy of *OH and *OOH can be adjusted independently, so as to bypass the scaling relationship and achieve high catalytic performance [
235]. ZnO nanoparticles are uniformly distributed on the NiFe-LDH nanoflowers, which are prepared uniformly on the three-dimensional porous Ni foam. The active sites change from Fe cations to Ni cations during OER and the OER dynamics was significantly improved [
236]. Hierarchical bimetal nitride/hydroxide (NiMoN/NiFe LDH) array exhibits the industrially required current density. In-situ electrochemical spectroscopy reveals that hetero interface facilitates dynamic structure evolution to optimize electronic structure. Operando EIS measurement implied the accelerated OER kinetics and intermediate evolution due to fast charge transport. For OER mechanism the combination of theoretical and experimental studies revealed that as-activated NiMoN/NiFe-LDH follows LOM process with accelerated kinetics [
237].
NiFe LDH@Ni
3S
2 heterostructure as an efficient bifunctional electrocatalyst for overall water splitting was prepared. 3D porous heterostructure arrays caused the good electrocatalytic activity with a low Tafel slope [
238]. By incorporating a semiconductor CdS/CdSe-MoS
2 and NiFe-LDH for the OER, the as-prepared photoelectrode required a potential lower than the theoretical water splitting potential. Operando XAS measurements revealed that the formation of highly oxidized Ni species under illumination provides large photocurrent gains [
239]. Hetero structures of LDH with graphitic carbon nitride (g-C
3N
4) stand as promising photo- and electro-catalysts for water oxidation and reduction. Mechanisms involved in electrocatalytic, photocatalytic, and photoelectrocatalytic water splitting processes reviewed with the necessary insights on the material [
240]. By taking CuTi-LDH@g-C
3N
4 and Bi
2O
2CO
3/NiFe-LDH@g-C
3N
4 as examples, the importance of heterojunctions and interfacial chemistry in the water splitting mechanism was explained in detail [
240].
6.9. Metal–Organic Framework (MOF)
MOF derived materials have been demonstrated with high surface area, porous structure, increased electron transport, accessible active sites, and tailorable properties. And then they may provide a new route for designing of the catalysts with excellent electrochemical water oxidation activity [
241]. Singh, et al. discussed the MOF-derived electrocatalysts by electronic structure modulation, since the recent studies of MOF derived electrocatalysts mainly focused on the morphological development, crystal structure modulation, facet engineering, and enhancement of the electrochemical surface area [
241]. As the controlling factors for efficient OER, discussed were e
g orbital filling, metal–oxygen covalency, mixed valency of metal ions, octahedral
vs tetrahedral occupancy of the metal ions, and vacancy engineering. To improve the OER activity and stability of the MOF catalysts, tuning the electronic properties by interfacial modulation, surface overlayer, Fermi level manipulation, self-supported strategy, and heterostructure formation have been addressed [
241].
FeNi–tannic acid coordination crystal was in situ grown on Ni foam ((FeNi)–Tan/NF) to directly catalyze the OER, and it exhibited predominant electrocatalytic OER activity [
242]. A series of MOFs; FeM-MOF (M = Fe, Co, Ni, Zn, Mn; H
4L = 3,3,5,5’-azoxybenzenetetracarboxylic acid) were synthesized under a simple and mild condition. Among of them, the FeCo-MOF catalyst exhibits an extremely low overpotential and small Tafel slope in an alkaline electrolyte for OER, which had far exceeded the commercial catalyst IrO
2 [
243].
The surface reconstruction phenomenon of MOF-based nanomaterial electrocatalysts for OER was summarized, and the effects of structural and compositional transformation on the catalytic activity were discussed because many MOF-based catalysts inevitably undergo irreversible surface reconstruction during the redox process [
244]. The causes and conditions of surface reconstruction and its influence on OER performance were also discussed, demonstrating the structure–activity relationship between surface reconstruction and catalytic performance [
244]. A facile impregnation method through an ion-exchange process to fabricate Fe-doped Co-BDC nanosheets (Fe@Co-BDC NSs, BDC=benzenedicarboxylic) was proposed, though most of the related reports focus on the hydrothermal methods to prepare the mixed-metal MOFs. For an efficient OER electrocatalyst, the morphology change and electronic structure of Fe@Co-BDC NSs were important to represent significant enhancement in the activity [
245].
For MOF-based catalysts, in situ or operando Raman spectroscopic studies is useful to identify the adsorption sites, defect sites, structural or spin transitions, reaction centers, intermediates, and so on. Sunil et al. reviewed the current researches for OER mechanism with Raman spectroscopy in probing the structure, guest adsorption, catalytic activity, and reaction mechanisms of MOFs [
246]. MOFs may become alternative OER catalysts, because in situ self-reconstruction from MOFs to (oxy)hydroxides could be performed in alkaline electrolytes. Thus, Fe-doped Co-MOF nanosheets were prepared and utilized straightforwardly as OER electrocatalysts. CoFe-layered bimetallic hydroxides (CoFe-LDHs) with abundant active sites were obtained from in situ conversion of Co-MOF/Fe after etching by the KOH electrolyte, which are generally actual active species. Meanwhile, the introduction of Fe ions will also produce a synergistic effect that greatly improves the electrocatalytic OER performance [
247].
A new MOF with well-defined Co–Mo dual sites, HZIF-2-CoMo, (HZIF=Hybrid zeolitic imidazolate framework), was reported, which can promote the OER process through an unconventional Mo/Co dual-site relay mechanism. Theoretical calculations suggested that the Mo and Co sites stabilize the *OH and *OOH intermediates, respectively, and that the unique Co–O–Mo configuration induces the formation of a Co–O*–Mo transition intermediate, remarkably reducing the reaction free energy. As a result, HZIF-2-CoMo showed one of the best OER electrocatalysts reported [
248]. Two-dimensional cobalt ion (Co
2+) and benzimidazole (bIm) based zeolite-imidazole framework nanosheets were reported as exceptionally efficient electrocatalysts for the OER. Liquid-phase ultrasonication was applied to exfoliate a [Co
4(bIm)
16] zeolite-imidazole framework (ZIF), named as ZIF-9(III) phase, into nanoscale sheets. ZIF-9(III) is selectively prepared through simple mechanical grinding of cobalt nitrate and benzimidazole in the presence of a small amount of ethanol. The electrochemical and physicochemical characterization data supported the assignment of the OER activity of the exfoliated nanosheet derived material to nitrogen coordinated cobalt oxyhydroxide N
4CoOOH sites, following a mechanism known for Co-porphyrin and related systems as shown in
Figure 17 [
249].
6.10. Metal Complexes
Since the CaMn
4O
5 cluster in PS II can catalyze the OER with a very low overpotential, it is expected that multinuclear water oxidation catalysts possess superior OER performances. Inspired by the CaMn
4O
5 cluster in PS II, some multinuclear complexes were synthesized that could catalyze water oxidation [
250]. Mimicking the Mn
4 cluster, artificial Mn
4 oxide cluster was proposed with the DFT calculation. The cluster may act OER catalyst as the theoretically exhibited ability of electron and proton transfers [
251]. Since degradation of organic ligands are inevitable character for molecular catalysts, the ligands which poses the ability for electron transfer come under consideration [
250]. By referring the molecular mechanism of PS II, redox-active ligands were employed for metal complex catalysts and then an achievement of current efficiency of 100%, overpotential of 200-300 mV, and the turnover frequency of 100s
-1 has been reported [
250].
Metal complex catalysts of artificial OER were investigated, at the beginning, for mainly with Ru, Mn, and Ir. However, recent investigations shift to non-precious natural abundant metals, such as Fe, Co, Ni, and Cu, and grow with understanding of proton-coupled electron transfer and O-O bond formation [
252]. Recently, some mononuclear heterogeneous catalysts showed a high OER activity, which testified that mononuclear active sites with suitable coordination surroundings could also catalyze water oxidation efficiently. Though some mononuclear molecular complexes for OER show high water oxidation activity, it cannot be excluded that the high activity arises from the formation of dimeric species. The development of mono-/multinuclear homo- and heterogeneous catalysts for water oxidation was focused in a review paper [
253]. This review also provided active sites and possible catalytic mechanisms of OER on the mono-/multinuclear catalysts [
253]. Karmakar summarized the progress in research on molecular catalysts based on transition metals in the homogeneous phase with emphasizing the current mechanistic understanding of the water oxidation reaction. The factors that influence the character of water oxidation catalysts, such as reaction conditions, attached ligands, and transition metal centers, have been discussed as well [
254].
6.10.1. Mn complexes
An electrocatalytic water oxidation reaction with Mn
III tris(pentafluorophenyl) corrole (MTPC) in propylene carbonate (PC) was reported. O
2 was generated at the Mn
V/IV potential with hydroxide, but a more anodic potential was required to evolve O
2 with only water. With a synthetic Mn
V(O) complex of MTPC, a second order rate constant was determined with hydroxide, whereas its reaction with water occurred much more slowly. Significantly, during the electrolysis of MTPC with water, a Mn
IV-peroxo species was identified with various spectroscopic methods, including UV–vis, EPR, and FTIR spectroscopies. Isotope-labeling experiments confirmed that both O atoms of this peroxo species are derived from water, suggesting the involvement of the WNA (water nucleophilic attack) mechanism in water oxidation. DFT calculations suggested that the nucleophilic attack of hydroxide on Mn
V(O) and also WNA to 1e
--oxidized Mn
V(O) are feasibly involved in the catalytic cycles but that direct WNA to Mn
V(O) is not likely to be the main O–O bond formation pathway in the electrocatalytic OER by MTPC [
72].
6.10.2. Fe complexes
A pentanuclear Fe complex was reported as efficiently and the robustly OER catalyst with a turnover frequency of 1,900 s
-1, which is about three orders of magnitude larger than that of other Fe-based catalysts. Electrochemical analysis confirmed the redox flexibility of the system, characterized by six different oxidation states between Fe
II5 and Fe
III5 , where the Fe
III5 state is active for oxidizing water. Quantum chemistry calculations indicated that the presence of adjacent active sites facilitates O–O bond formation with a low reaction barrier [
255].
The kinetics of water oxidation by K
2FeO
4 has been reinvestigated by UV/Vis spectrophotometry from pH 7–9 in 0.2 M phosphate buffer. The rate of reaction was found to be second-order in both [FeO
42−] and [H
+]. These results are consistent with a proposed mechanism in which the first step involves the initial equilibrium protonation of FeO
42− to give FeO
3(OH)
−, which then undergoes rate-limiting O−O bond formation. Analysis of the O
2 isotopic composition for the reaction in H
218O suggests that the predominant pathway for water oxidation is intramolecular O−O coupling. DFT calculations supported the proposed mechanism [
256].
6.10.3. Cu complexes
With a family of Cu
II o-phenylene bis-oxamidate complexes, the reactivity sequence for the OER was found to be a function of the substitution pattern on the periphery of the aromatic ring. In-situ EPR, FTIR, and spectroelectrochemistry suggested that ligand-centered oxidations were preferred over Cu-centered oxidations. The resonance Raman spectroelectrochemical study revealed the accumulation of a bis-imine bound Cu
II superoxide species under catalytic turnover as the reactive intermediate, which provides the evidence for the O–O bond formation during the OER process [
79]. Bearing the redox-active HL ligand, Cu
II(HL)(OTf)
2 (HL = Hbbpya = N,N-bis(2,2’-bipyrid-6-yl)amine) was investigated for an OER catalyst. Thus Cu catalyst was found to be active as an OER catalyst at pH 11.5, at which the deprotonated complex [Cu
II(L
–)(H
2O)]
+ is the predominant species in solution. The overall OER mechanism was found to be initiated by two proton-coupled electron-transfer steps. Kinetically, a first-order dependence in the catalyst, a zeroth-order dependence in the phosphate buffer were found. A computational study supported the formation of a Cu–oxyl intermediate, [Cu
II(L•)(O•)(H
2O)]
+. From this intermediate onward, formation of the O–O bond proceeds via a single-electron transfer from an approaching hydroxide ion to the ligand. Throughout the mechanism, the Cu
II center is proposed to be redox-inactive [
257].
The mechanism of OER catalyzed by a mononuclear Cu complex in alkaline conditions was studied by DFT calculations and shown in
Figure 18. Firstly, a water molecule coordinating with the copper center of the complex of Cu
II generates the complex of Cu
II–H
2O which undergoes two proton-coupled electron transfer processes to produce intermediate (•L–Cu
II–O•) which can be described as a Cu
II center interacting with a ligand radical antiferromagnetically and an oxyl radical ferromagnetically. The oxidation process occurs mainly on the ligand moiety, which can trigger O–O bond formation via the WNA mechanism. The attacking water transfers one of the protons to the HPO
42− coupled with an electron transfer to the ligand radical, which generates a transient •OH interacting with the oxyl radical and H
2PO
4−. Then, the O–O bond is formed through the direct coupling of the oxyl radical and the OH radical. The triplet di-oxygen could be released after two oxidation processes. The O–O bond formation was suggested to be the rate-limiting step. Thus the Cu complex catalyzes water oxidation with the help of a redox non-innocent ligand and HPO
42− [
258].
6.11. Single atom catalysts (SACs)
During the past few years, several research efforts have also unveiled the immense potential of SACs for the OER. Excellent OER performance has been demonstrated for both noble metal and non-noble metal SACs with lab-scale electrodes. The long-term stability of promising SACs is less well explored though, and considerable efforts are still required to assess this under technologically relevant conditions [
259].
Atomically dispersed Ir atoms incorporated into spinel Co
3O
4 lattice as an acidic OER catalyst were reported to exhibit excellent activity and stability for water oxidation. FTIR observation of *OOH indicates that the AEM rather than the LOM dominates the OER process [
83]. An electrocatalyst with Ru-atom-array patches supported on α-MnO
2 (Ru/MnO
2) for the OER was investigated. Ru/MnO
2 showed a high activity and outstanding stability with small degradation after 200 h operation. Operando vibrational and mass spectroscopy measurements were performed to probe the reaction intermediates and gaseous products for validating the OER pathway, suggesting a mechanism that involves only *O and *OH species as intermediates. This mechanism allows direct O–O radical coupling for O
2 evolution, i.e., OPM process in
Figure 3(c) was suggested. First-principles calculations confirmed the cooperative catalysis mechanism with a reduced energy barrier. Time-dependent elemental analysis demonstrated the occurrence of the in-situ dynamic cation exchange reaction during the OER which is the key for triggering the reconstruction of Ru atoms into the ordered array with high durability [
80].
A macromolecule-assisted SAC providing high-density Co single atoms (10.6 wt % Co SAC) in a pyridinic N-rich graphenic network was reported [
260]. The highly porous carbon network with increased conjugation and vicinal Co site decoration significantly enhanced the electrocatalytic OER in 1 M KOH with more than 300 h stability. Operando X-ray absorption near-edge structure demonstrated the formation of electron-deficient Co-O coordination intermediates, accelerating OER kinetics [
260].
A representative set of 11 transition metal atoms (Sc, V, Ti, Cr, Mn, Fe, Co, Ni, Cu, Pd, Pt) anchored on nitrogen-doped graphene were considered by means of DFT calculations[
261]. The most of them form stable superoxo and peroxo intermediates when they react with molecular oxygen, which has a direct impact on the OER. Thus, in the corresponding microkinetic models, this step of the reaction cannot be neglected. Representative Gibbs energy profile is shown in
Figure 19. Depending on the transition metal atom, the inclusion of the superoxo/peroxo complexes in the analysis of the reaction profile can change the kinetics by several orders of magnitude [
261]. To clarify the assignment of the intermediates, a DFT technique was applied to a set of 30 SACs made by ten metal atoms (Sc, Ti, V, Cr, Mn, Fe, Co, Ni, Pd and Pt) anchored on three widely used 2D carbon-based materials, i.e., graphene, nitrogen-doped graphene and carbon nitride. On SACs it has been generally assumed that OER occurs via formation of three intermediates, *OH, *O, and *OOH species, they could be referred as M(OH), M(O), and M(OOH). In all cases, however, other intermediates M(OH)
2, M(O)(OH), M(O)
2, and M(O
2) were formed with higher stabilities [
262].
Compared with SACs, the dual-atom catalysts (DACs) are attracting more attraction including higher metal loading, more versatile active sites, and excellent catalytic activity. Several general synthetic strategies and structural characterization methods of DACs were introduced and the involved oxygen catalytic mechanisms were discussed in the review paper [
263]. Dual-atom catalysts, particularly those with heteronuclear active sites, have the potential to outperform the well-established single-atom catalysts for oxygen evolution reaction. a large-scale DFT is employed to explore the feasibility of *O-*O coupling mechanism, which can circumvent the scaling relationship with improving the catalytic performance of N-doped graphene supported Fe-, Co-, Ni-, and Cu-containing heteronuclear dual-atom catalysts [
264].
6.12. Effect of surface functionalization
It has been found that an addition of carbonate salts to Pt-loaded TiO
2 suspensions led to highly efficient stoichiometric photocatalytic decomposition of liquid water into H
2 and O
2. Since a high concentration of carbonate ions is essential for the catalytic photodecomposition of water, it was considered that the carbonate species aid desorption of O
2 from the TiO
2 surface [
265]. To elucidate the effect of carbonates, DFT calculations are performed to study the photoinduced H
2O and H
2CO
3 oxidation mechanisms on TiO
2 and BiVO
4 [
266]. The computational results verify that the adsorbed H
2CO
3 molecule is easily photo-oxidized compared with the adsorbed H
2O molecule, facilitating the formation of the peroxide intermediate and improving O
2 evolution and H
2O
2 production [
266].
The use of surface functionalization with phosphate ion groups (Pi) enhances the interfacial proton transfer. As the results, the Pi functionalization on La
0.5Sr
0.5CoO
3−δ and LaCoO
3 gave rise to a significant enhancement of the OER activity when compared to La
0.5Sr
0.5CoO
3−δ and LaCoO
3. It was demonstrated that the surface functionalization by Pi enhanced the activity when the OER kinetics is limited by the proton transfer as shown in
Figure 20. By Sr
2+ cation substitution, O 2p band closed to the Fermi level, assisting the deprotonation step from –OOH to -OO•. Thus, depending on the position of Fermi level, the function of Pi changed from keeping water near the surface to assisting deprotonation reaction [
267].
The hydrated cobalt phosphate (CoPi) co-catalyst was investigated for O–O bond and OOH formation, based on the conventional experimental findings. Theoretical calculations of hydrated CoPi cluster models elucidated the roles of phosphate as a source of oxygen and deliverer of protons, both of which result in the spontaneous formation of an O–O bond after the release of two electrons and two protons. The calculations also show that OOH formation proceeds subsequently depending on the spin electronic states of the hydrated CoPi surface, and O
2 formation then spontaneously progresses after the release of two electrons and two protons [
268].
A proton acceptor, TA
2− (terephthalate ion) can mediate proton transfer pathways by preferentially accepting protons, which optimizes the O−H adsorption/activation process and reduces the kinetic barrier for O−O bond formation. A proton-transfer-promotion mechanism for OER electrocatalysts with FeO
6/NiO
6 units is proposed by in situ Raman spectroscopy, catalytic tests, and theoretical calculations [
269].
The strong adsorption of hexadecyltrimethylammonium cations on the surface of electrocatalysts provides the increased absolute number of OH
− ions near the electrocatalyst surface, which effectively promotes the OER performance of electrocatalysts, such as Fe
1−yNi
yS
2@Fe
1−xNi
xOOH micro platelets and SrBaNi
2Fe
12O
22 powders [
270].