Precious metals as OER catalysts were reported as early as the 1860s, and the catalytic activity of different precious metals from low to high is Ru, Ir, Pd, Rh, and Pt in acidic electrolyte (Damjanovic et al., 1966; Chen Z. et al., 2021). Under the electric water driving voltage, the surface of precious metals will be transformed into corresponding oxides due to the strong oxidation atmosphere, and the surface will generate an oxide layer. The higher the electrocatalytic activity is, the easier it is to adsorb the intermediate state of reaction and form oxide layer. So, Ru has the highest catalytic activity but poor stability, while Pt requires a high overvoltage to occur OER but has good stability (Danilovic N. et al., 2014). At present, noble metal oxides such as rutile structure RuO₂ and IrO₂ exhibit excellent electrocatalytic activity under both acidic and alkaline conditions, and have been regarded as the benchmark of OER electrocatalysts. However, the employment of precious metal significantly aggravates the industrial hydrogen production costs via electrochemical water splitting. Single-atom catalysts (SACs) can minimize the utilization of precious metals by maximizing the atom efficiency; meanwhile, the controllable coordination environment and metal support interactions endow SACs as a new paradigm toward designing high-performance OER catalysts. The individual atomic structure of SACs and the interfacial effect between single atom and substrate support can effectively control the electron structure, which endows SACs with suitable and adjustable adsorption energy for reaction species, accelerating the OER kinetic process. Cao et al. (Lei et al., 2022) anchored high distribution density Ir single atom on the nickel-iron sulfide substrate support (Ir/NFS) by a simple two-step electrodeposition (Figure 1A). The obtained Ir/NFS catalyst possesses an excellent OER catalytic performance with a low overpotential of ∼170 mV at 10 mA cm⁻² and a high turnover frequency of 9.85 s⁻¹ at an overpotential of 300 mV in 1 M KOH electrolyte, which is superior to most previously reported OER catalysts, and even commercial IrO₂ catalysts (Figure 1B). Recently, Ir single atoms were also anchored on Ni₂P catalyst (Ir_SA-Ni₂P) (Wang et al., 2021), the substrate change results in the significant improvement of OER performance, and Ir_SA-Ni₂P obtains a record-high OER performance with an overpotential of 149 mV at 10 mA·cm⁻². Meanwhile, the Ir_SA-Ni₂P has a large current density of 154 mA·cm⁻² at an overpotential of 300 mV, which is almost 28-fold that of the most widely used IrO₂ catalyst. Gu et al. think that the isolated Ir-O-P/Ni-O-P bonding can optimize the adsorption energy of OER intermediate species to accelerate the adsorption/desorption process (Figure 1C). Furthermore, Cui et al. employ in situ cryogenic-photochemical reduction synthesis and DFT method to trace the origin of enhanced water oxidation activity of Ir single atom on NiFe oxyhydroxide substrate (Zheng et al., 2021). The X-ray absorption near edge structure (XANES) spectra results show that the valence of +5.3 for Ir_0.1/Ni₉Fe SAC, and the high-oxidation state of Ir possesses excellent OER performance with an overpotential of 183 mV at 10 mA·cm⁻². The DFT results reveal that the high-oxidation state NiFeIr SAC (+4.8 and +5.6) models can weaker *OH binding and improved *OH and *OOH scaling to obtain a very low overpotential of 0.184 V.

High-entropy alloy has been considered as the remarkable nonprecious metal-based OER electrocatalysts due to their adjustable composition, complex surface, enhanced wear resistance, etc. (Li et al., 2021; Park et al., 2022; Han et al., 2022). More importantly, OER is a four-electron/four-proton reaction process and involves the adsorption/desorption of several intermediates (HO*, O*, and HOO*) on the catalyst surface. Numerous studies revealed that the adsorption energy of intermediates has scale relation, such as ΔG(*OOH) = ΔG(*OH)+3.2, the ΔG_*OOH can be restricted by ΔG_*OH, which limit a minimum theoretical overpotential of about 0.37 V, and the adsorption energy of intermediates cannot be optimized independently on a catalyst composed of a single type of site. So the synergistic effect of multi-site was put forward to break or overcome the adsorption-energy scaling relations (Song et al., 2021). Du et al. design the NiO/NiFe LDH interface to introduce additional active sites, and the intermediates can be adsorbed by the interfacial dual-site, so the adsorption energy of each intermediate can be adjusted independently to decrease the overpotential into 0.2 V (Figure 1D) (Gao et al., 2019). As expected, NiO/NiFe LDH possesses a rather high TOF (0.71 s⁻¹) and ultralow overpotential (0.2 V at 30 mA cm⁻²). High-entropy alloy has multiple attributes sites to synergistically reduce the multistep process of OER instead of the simple superposition of the performance of each metal ion, so multicomponent alloy generally possesses reinforced electrocatalytic performance compared with that of single-element or bimetallic alloy materials.

Jiang et al. synthesize CoNiCuMnAl)/C nanoparticles using a facile pyrolysis, and the optimized catalyst has low overpotential (215 mV at 10 mA cm⁻²) and Tafel slope (35.6 mV dec⁻¹) (Wang et al., 2022). The DFT calculations show that Ni/Co can reduce the barrier potential of rate-determining step (O*→OOH*), and Al sites can promote the electrical conductivity (Feng et al., 2020). Yu et al. introduce Cr into representative NiCoFe system to synthesize (CrFeCoNi)₉₇O₃, and Cr ion can be etched during OER to promote the interfacial reconstruction and amorphization, resulting in an improved OER performance with a low overpotential of 196 mV at 10 mA cm⁻² and Tafel slope of 29 mV dec⁻¹ (Chen Z. J. et al., 2021). Generally, amorphous structure can offer more active sites and thus exhibit better OER performance compared with their crystalline counterparts. Liang et al. employed Mn doping to promote self-construction of active β-NiOOH intermediates for NiFeCoMnAl oxide, the β-NiOOH with optimized adsorption of *OH and *O intermediates can as active catalytic sites. The prepared NiFeCoMnAl oxide possesses improved OER performance compared with that of the reference sample NiFeCo and NiFeCoAl oxide (Han et al., 2022). Although high-entropy alloys have potential applications in electrocatalytic OER fields, they suffer from various challenges, such as complex synthesis method and the coordination mechanism of multisites.

Since the earliest catalysts for electrocatalytic oxygen evolution, nickel, cobalt, iron-based oxides, hydroxides materials have lower catalytic activity than the precious metal iridium ruthenium compound, but their advantages such as lower price and excellent stability are bound to become the focus of research (Zhang et al., 2018; Gao et al., 2021; Wu et al., 2021). Cobalt oxide is at the top of the OER volcano diagram. Meanwhile, Co₃O₄ did not change significantly in the process of high potential and OER test by comparing the absorption spectra of Co₃O₄ under different voltages, which means that Co₃O₄ can maintain a very stable structure under the condition of OER reaction; thus, considerable efforts have been devoted to exploring efficient Co₃O₄ electrocatalysts. Co₃O₄ belongs to the spinel family, in which Co +2 and Co +3 play different roles in OER process (García-Mota et al., 2012; Bergmann et al., 2015; Lee et al., 2022) Wang et al. (Bo et al., 2005) studied the role of Co +2 and CO +3 ions in the OER process by replacing Co +2 with Zn and Co +3 with Al. The results show that the OER activity of CoAl₂O₄ (in the presence of Co +2) is similar to that of Co₃O₄ (in the presence of Co+2), but superior to that of ZnCo₂O₄ (in the presence of Co +3), which confirms that the bivalent Co+2 plays a dominant role in OER activity.

Electronic structure modulation is widely used to regulate the active site so as to optimize the macroscopic catalytic performance of catalysts. Wang’s group (Xu L. et al., 2016) modified the surface of Co₃O₄ catalyst by plasma technology. Plasma etching produces more oxygen vacancies on the surface of Co₃O₄, which is beneficial to increase the specific surface area of the material and ensure that the Co₃O₄ surface has more OER catalytic active sites. In addition, oxygen vacancies introduce impurity energy into the Co₃O₄ band gap, which improves the electrical conductivity of the material. Compared with the original Co₃O₄, the plasma-sculpted Co₃O₄ has a faster OER kinetic process and a lower initial potential. At a voltage of 1.6 V, the current density of the plasmonized Co₃O₄ nanosheets was 10 times that of the untreated Co₃O₄. Xiao et al. (He et al., 2020) also adopt a novel highly controlled ion irradiation technology to regulate the electronic properties of Co₃O₄, and the active electron density can be precisely regulated by the concentration of oxygen vacancy contained Co₃O₄ (Co₃O₄-Ov) (Figure 2A).The optimized Co₃O₄-based catalysts exhibit an excellent overpotential of 260 mV at 10 mA cm⁻²(Figure 2B). Jiang et al. also report that oxygen vacancy not only enhance the adsorption of intermediates, and can also affect the water oxidation path (Figure 2B) (Wang et al., 2017).

Although transition metals oxides have been regarded as a potential non-noble OER catalyst in alkaline conditions, their semiconductor property restricted industrial applications. Metal-phase transition metal sulfur (selenium, phosphorus, nitrogen) compounds, due to their good electrical conductivity, can effectively reduce the overpotential caused by impedance, superior to the corresponding semiconductor properties of transition metal oxides, and is also widely used in OER electrode materials. But OER often work in a larger potential, oxygen intermediates (*O, *OH, and * OOH) easily adsorbed on the catalyst surface, causing the transition metal (nitrogen, phosphorus, selenium) compound in the process of OER irreversible oxidation process of surface, the surface gradually phase transition metal oxide or hydroxide (Ji et al., 2020; Xu K. et al., 2016). Xie’s group (Xu K. et al., 2016) systematically compared and analyzed the structural stability of Ni, Ni₃Se₂, NiSe, and NiO as oxygen evolution electrodes before and after testing, and found that the surface of the catalyst would be oxidized to form an oxide layer of about 10 nm (Figure 2C). Mabayoje et al. (Mabayoje et al., 2016) also found a similar conclusion that the XRD of NiS after OER test failed to observe obvious diffraction peaks of nickel sulfide and nickel oxide. Furthermore, XPS results indicate that the surface of NiS is transformed into NiO_x, which means that the surface phase of sulfide is transformed into amorphous oxide under OER operation. Cui et al. also report that CoS₂, Co_0.5Fe_0.5S₂, and Co_0.37Ni_0.26Fe_0.37S₂ were converted to CoO, Co_0.5Fe_0.5O₂, Co_0.37Ni_0.26Fe_0.37O₂, respectively, during cyclic voltammetry by SEM and TEM results (Chen et al., 2015). Although the in-situ formed oxides are recognized as the real active species because t the catalyst reaction site mainly comes from the surface, the different transition metals (selenium, phosphorus, nitrogen) possesses distinct OER performance, and the role of nonmetallic elements on OER is still indistinct. Zhong et al. researched the influence of nonmetal S atom in OER of FeMOF, and the results showed that in situ formed -SO₃ groups under OER condition can stabilize *OH or *OOH species by capturing their H⁺, which can break linear relationships between ΔG_OH and ΔG_OOH to reduce the overpotential. As a result, FeMOFs-SO₃ shows a low overpotential of 218 mV at a current density of 10 mA cm⁻². Zhang et al. also report that in-site formative selenate (SeO₄ ^2-) during the OER process can promote the OER activity (Shi et al., 2020). DFT calculations indicate that the adsorption of SeO₄ on NiOOH can shift up the d band center, resulting in a stronger bonding with the OER intermediates (Figure 2D).