Self-supporting Co3O4/NiFe2O4 nanoflowers for efficient oxygen evolution reaction

Ying Wang a, Yanghanqi Li b, Jun Yu b and Yukou Du *b
aDepartment of Pharmacy, Jiangsu Agri-animal Husbandry Vocational College, Taizhou, 225300, PR China
bCollege of Chemistry, Chemical Engineering and Materials Science, Soochow University, Industrial Park, Renai Road, Suzhou 215123, P.R. China. E-mail: duyk@suda.edu.cn

Received 9th July 2025 , Accepted 13th August 2025

First published on 13th August 2025


Abstract

The construction of high-quality oxygen evolution reaction (OER) catalysts is crucial for the widespread application of hydrogen production technology. Herein, a Co3O4/NiFe2O4 nanoflower electrocatalyst with an enhanced metal synergistic effect is reported. The unique nanoflower structure endows the catalyst with fast mass transfer kinetics. The introduction of Co3O4 not only enhances the multi-metal synergistic effect in NiFe2O4, optimizing the adsorption of oxygen-containing intermediates, but also improves the conductivity of the material, facilitating interfacial charge transfer. Accordingly, the Co3O4/NiFe2O4 material exhibits extraordinary OER activity (η10 = 236 mV) and stability. Surprisingly, the Co3O4/NiFe2O4//Pt/C electrode still demonstrates remarkable performance (E10 = 1.54 V) during overall water splitting (OWS) testing. This outstanding electrochemical performance of the Co3O4/NiFe2O4 electrocatalyst lays a solid foundation for its potential commercial application.


Introduction

The international community has reached a consensus on the urgency of advancing sustainable energy technologies, as global energy scarcity and environmental deterioration continue to escalate.1–4 The predominant dependence on fossil fuels remains a critical issue, with their combustion releasing massive amounts of greenhouse gases that exacerbate climate change and damage ecosystems.5,6 Given that fossil fuels-formed over geological timescales-are being exhausted far faster than natural replenishment rates, transitioning to renewable alternatives is now an imperative strategy for energy security and environmental preservation.7–9

Metal–organic frameworks (MOFs), which consist of metal clusters interconnected by organic ligands via coordination bonds, exhibit well-ordered nanostructures with exceptional porosity, extensive surface areas, and remarkable structural integrity.10–12 Beyond their traditional applications in gas separation, catalytic processes and energy storage systems, MOFs have recently emerged as versatile precursors for oxygen evolution reaction (OER) electrocatalysts. Notable examples include zeolitic imidazolate frameworks (ZIFs),13,14 Prussian blue analogs (PBAs),15,16 and carboxylate MOFs.17,18 Furthermore, MOF-derived composites synthesized through sacrificial template strategies demonstrate superior electrical conductivity, catalytic performance, and durability compared to pristine MOFs, owing to their tailored multi-metallic compositions.19–21 As reviewed by Wang et al.,22 the rational design of MOF-based carbonyl materials enables precise control over morphological architectures and pore distributions, while the atomic-level dispersion of metal centers synergizes with coordinating atoms to optimize catalytic efficiency for OER, HER and ORR. Complementary to this. De Villenoisy et al. emphasized that MOF derivatives overcome the inherent limitations of conventional MOFs-such as poor electrical transport and thermodynamic instability-through innovative synthesis protocols. Furthermore, in situ growth on conductive substrates bypasses the requirements of adhesives and significantly improved the interfacial charge transfer kinetics.

Extensive research has established that Ni–Fe bimetallic systems exhibit remarkable catalytic synergy, substantially lowering the overpotential required for OER.23–25 However, the practical deployment of NiFe-based electrocatalysts is often constrained by their inherently poor charge transport properties. To address this limitation, interfacial engineering of heterostructure materials has proven effective in facilitating electron migration and boosting catalytic kinetics.26,27 A representative case is Xiao et al.'s work, where a NiFe-layered double hydroxide/MOF (NiFe-LDH/MOF) heterojunction was fabricated through sequential synthesis. Advanced characterization techniques identified abundant oxygen vacancies and crystallographic defects in this system, which collectively weakened the binding energy of reaction intermediates (*OH, *O). These structural modifications enabled an ultralow overpotential of 275 mV at 100 mA cm−2.28 Similarly, Huang's group designed a hierarchical MoC-Fe@NCNTs heterostructure by pyrolyzing ZIF-8 precursors with iron sources, followed by nitrogen-doped carbon nanotube encapsulation. The strong electronic coupling between metallic Fe and molybdenum carbide at phase boundaries was found to simultaneously enhance OER and hydrogen evolution (HER) activities.29

To synergistically combine interface engineering and multi-metal interactions, this work developed a Co3O4/NiFe2O4 heterostructure catalyst through hydrothermal calcination treatment of Co-MOF precursors. The three-dimensional (3D) nanoflower structure not only enables thorough exposure of active sites, enhancing the intrinsic activity of the material, but also significantly increases the electrode/electrolyte contact area, thereby accelerating mass transfer kinetics during the electrolysis process. Furthermore, the construction of heterogeneous interfaces induces the redistribution of electrons and accelerates electron transfer across the interfaces, resulting in enhanced catalytic kinetics. Accordingly, the Co3O4/NiFe2O4 catalyst demonstrates outstanding OER activity and stability. This material only requires 236 mV to achieve a current density of 10 mA cm−2 and maintain stable operation for 60 h. More importantly, when it is combined with Pt/C to form a two-electrode system for overall water splitting (OWS), the Co3O4/NiFe2O4//Pt/C electrode maintains favorable catalytic activity, exhibiting a low potential of merely 1.54 V at 10 mA cm−2, along with exceptional stability exceeding 40 h. This study broadens the design ideas for MOFs-derived spinel-type heterojunction electrocatalysts.

Experimental section

Synthesis of Co-MOF/NF

Co(NO3)2·6H2O (0.4 mmol) and terephthalic acid (0.5 mmol) were dissolved in 18 mL of DMF with stirring to prepare the precursor solution. To this homogeneous mixture, 1 mL each of absolute ethanol (ET) and ultrapure water (UPW) were introduced dropwise. After 30 min of vigorous stirring, the pretreated NF substrates were carefully immersed in the solution. The synthesis was carried out in a Teflon-lined autoclave maintained at 125 °C for 12 h under static conditions. The resulting product underwent thorough UPW washing cycles before final drying at 60 °C in an air-circulated oven.

Synthesis of Co3O4/NiFe2O4

A homogeneous precursor solution was prepared by ultrasonically dissolving Fe(NO3)3·9H2O (0.2 mmol), Ni(NO3)2·6H2O (0.4 mmol), NH4F (0.7 mmol), and CO(NH2)2 (1.3 mmol) in 10 mL UPW for 30 min. The pre-synthesized Co-MOF/NF substrate was then immersed in this solution, and hydrothermal growth was performed in a Teflon-lined autoclave at 120 °C for 10 h under static conditions. After cooling naturally, the resulting composite underwent sequential washing cycles with UPW and absolute ethanol before drying at 60 °C overnight. Subsequent thermal treatment involved programmed calcination in static air (450 °C for 3 h, 2 °C min−1), yielding the final Co3O4/NiFe2O4 heterostructure upon furnace cooling to ambient temperature.

Synthesis of Co3O4/NiOx

The synthesis method was the same as Co3O4/NiFe2O4, except that Fe(NO3)3·9H2O was not added to the precursor solution.

Synthesis of Co3O4/FeOx

The synthesis method was the same as Co3O4/NiFe2O4, except that Ni(NO3)2·6H2O was not added to the precursor solution.

Synthesis of NiFe2O4

Fe(NO3)3·9H2O (0.2 mmol), Ni(NO3)2·6H2O (0.4 mmol), NH4F (0.7 mmol), and CO(NH2)2 (1.3 mmol) were ultrasonically dissolved in 10 mL UPW. The mixture and treated NF were transferred to a Teflon-lined autoclave for hydrothermal treatment at 120 °C for 10 h. After the reaction, the products were washed alternately with UPW and ET and dried for use. Subsequent thermal annealing in ambient atmosphere involved programmed heating to 450 °C (2 °C min−1), maintaining this temperature for 3 h before furnace cooling yielded phase-pure NiFe2O4.

Results and discussion

Physical characterization

The synthesis process of Co3O4/NiFe2O4 is shown in Fig. 1. Specifically, in the presence of DMF, the –COOH groups in H2BDC underwent deprotonation at high temperature, generating –COO anions that coordinated with Co2+ ions, ultimately leading to the formation of Co-MOF. Subsequently, metal salts of Ni2+ and Fe3+ were added, and Co3O4/NiFe2O4 was produced through hydrothermal-calcination treatment.
image file: d5dt01610j-f1.tif
Fig. 1 Schematic of the synthesis of Co3O4/NiFe2O4.

The surface morphology and structure of the materials were analyzed utilizing scanning electron microscopy (SEM) and transmission electron microscopy (TEM). Fig. 2a shows the SEM image of NiFe2O4, displaying a three-dimensional nanoflower structure formed by interwoven slender fibers with a rough surface. The SEM images of Co-MOF (Fig. 2b and c) reveal that Co-MOF exhibits dense stacking, which is beneficial for increasing the specific surface area. Meanwhile, the individual sheet-like crystals show orientation characteristics, which is related to the highly polar DMF solvent environment in the reaction system. The introduction of DMF promotes the preferential growth of MOF along specific crystal planes, thereby generating sheet-like or columnar structures. In Fig. 2d, the TEM image of Co3O4/NiFe2O4 shows aggregated nanosheet structures with darker central regions, indicating density differences. Meanwhile, Fig. 2e and f demonstrate that Co3O4/NiFe2O4 exhibits a three-dimensional nanoflower cluster morphology with relatively regular shapes and nanoscale protrusions on the surface. The dense hierarchical structure optimizes conductivity. In the highly polar DMF solvent environment, Co2+ and H2BDC ligands can achieve better dispersion and coordination, and self-assemble into this morphology as the reaction proceeds, which helps enhance the overall activity of the catalyst.30 As a comparison, Co3O4/FeOx and Co3O4/NiOx were also tested by SEM. As illustrated in Fig. S1a, Co3O4/FeOx is mainly composed of numerous thin sheet-like crystals, which are interwoven and stacked to form a loose layered structure with a small number of granular components interspersed, helping to construct porous channels that facilitate electrolyte penetration and ion diffusion during the reaction. In contrast, Co3O4/NiOx exhibits a more compact and uniform nanostructure, with surfaces composed of fine particles or short rod-like units arranged in a flower-cluster-like pattern (Fig. S1b).


image file: d5dt01610j-f2.tif
Fig. 2 SEM images of (a) NiFe2O4, (b and c) Co-MOF and (e and f) Co3O4/NiFe2O4. TEM image of (d) Co3O4/NiFe2O4.

The phase composition and crystal structure of the materials were explored using X-ray diffraction (XRD). For the Co material in Fig. 3a, the diffraction peaks at 10.18°, 15.68°, 28.69°, 30.59° and 32.80° confirm the successful synthesis of the Co-MOF precursor (CCDC no. 998828).31 Notably, the diffraction peaks at 64.96° in Co3O4/NiFe2O4 correspond to NiFe2O4 (PDF#86-2267), while those at 30.96°, 36.73° and 59.62° match the characteristic peaks of Co3O4 (PDF#74-1657).32,33 These results suggest the successful formation and coexistence of both phases in the composite. Since the Co-MOF precursor has been completely transformed into Co3O4, no diffraction peaks related to the Co-MOF precursor are observed in the XRD pattern of Co3O4/NiFe2O4. Meanwhile, both the energy dispersive X-ray spectroscopy (EDS) pattern and elemental mapping images of Co3O4/NiFe2O4 show the presence and uniform distribution of Ni, Co, Fe, and O (Fig. 3b and e), indicating the successful preparation of the Co3O4/NiFe2O4 composite. Additionally, the heterogeneous interface of the Co3O4/NiFe2O4 material was deeply studied by using high-resolution TEM (HRTEM). In Fig. 3c, there are two distinct lattice fringes, which belong to the (311) plane of Co3O4 (0.243 nm) and the (311) plane of NiFe2O4 (0.254 nm) respectively. This result further proves the successful synthesis of the Co3O4/NiFe2O4 heterostructure composite.


image file: d5dt01610j-f3.tif
Fig. 3 (a) XRD patterns of Co-MOF, NiFe2O4 and Co3O4/NiFe2O4, (b) EDS spectrum, (c) HRTEM image, (d) HAADF image and (e) elemental mapping images of Co3O4/NiFe2O4.

The composition of the catalyst and its potential advantages in catalytic reactions were further investigated by utilizing X-ray photoelectron spectroscopy (XPS). As shown in Fig. S3, the survey scan spectrum of Co-MOF evidences the presence of Co and O, with high-resolution Co 2p spectra exhibiting characteristic spin–orbit doublets at 781.2 eV (2p3/2) and 797.3 eV (2p1/2), accompanied by satellite peaks at 786.5 eV and 803 eV, indicative of predominant Co2+ oxidation states.34 Compared with the survey scan spectrum of NiFe2O4, the survey scan spectrum of Co3O4/NiFe2O4 shows a distinct Co signal (Fig. 4a and b), indicating the successful introduction of Co3O4.35 Detailed analysis of the Co 2p fine structure of Co3O4/NiFe2O4 identifies mixed valence states, with binding energies at 780.9 eV (Co2+ 2p3/2) and 797.5 eV (Co2+ 2p1/2) alongside peaks at 779.6 eV (Co3+ 2p3/2) and 794.7 eV (Co3+ 2p1/2) (Fig. 4c). The observed satellite features at 786.4 eV and 803 eV, consistent with XRD and HRTEM results, verified the formation of Co3O4 spinel phase.36 The Fe 2p spectrum of Co3O4/NiFe2O4 exhibits characteristic doublets at 710.5 eV (Fe3+ 2p3/2) and 722.5 eV (Fe3+ 2p1/2), showing a 1.7 eV negative shift relative to pure NiFe2O4 (712.2 eV and 724.1 eV), indicating significant electronic structure modulation (Fig. 4d). For the Ni 2p region of Co3O4/NiFe2O4, binding energies at 855.6 eV (2p3/2) and 873.2 eV (2p1/2) confirm Ni2+ in tetrahedral coordination, with cobalt incorporation preserving the local Ni environment (Fig. 4e).37 The O 1s spectrum of Co3O4/NiFe2O4 shows three major peaks at 529.5, 530.9 and 531.9 eV, attributed to lattice oxygen (OL), hydroxyl groups (–OH), and oxygen vacancies (Ov), respectively (Fig. 4f). Quantitative analysis of the peak area ratios for Co3O4/NiFe2O4 reveals increases of 20.7, 26.9 and 18.1% in OL, M–OH and Ov content, respectively. The enhanced OL concentration suggests the formation of a more stable spinel structure, improving the overall conductivity. The increased –OH groups, rich in hydrophilic moieties, facilitate electrolyte penetration and the formation of intermediates (OOH*). Meanwhile, the rise in Ov provides additional active sites for catalytic reactions. Collectively, these modifications contribute to enhanced catalytic activity.38


image file: d5dt01610j-f4.tif
Fig. 4 XPS spectra of (a and b) survey scan, (d) Fe 2p, (e) Ni 2p and (f) O 1s for Co3O4/NiFe2O4 and NiFe2O4; (c) Co 2p for Co3O4/NiFe2O4.

The chemical states and surface composition of Co3O4/NiOx were probed by XPS (Fig. S4), with the survey scan spectrum confirming Co, Ni and O as primary constituents. High-resolution analysis of the Co 2p region reveals characteristic spin–orbit doublets at 779.8 eV (Co2+ 2p3/2) and 797.8 eV (Co2+ 2p1/2), accompanied by shake-up satellite features,39 suggesting the coexistence of Co2+/Co3+ oxidation states characteristic of the Co3O4 phase. The Ni 2p spectrum of Co3O4/NiOx exhibits binding energies at 855.6 eV (Ni2+ 2p3/2) and 873.2 eV (Ni2+ 2p1/2), indicating Ni maintains its +2-valence state without significant alteration of the spinel coordination environment.40 The O 1s spectrum (529–533 eV) can be deconvoluted into OL, –OH, and Ov. The dominant OL component confirms the stable spinel structure, while the presence of Ov may provide additional active sites for OER. Similarly, XPS analysis of Co3O4/FeOx displays Co 2p peaks at 781.2 and 798.1 eV, again indicating Co2+ as the predominant state (Fig. S5b). In Fig. S5c, the Fe 2p spectrum shows characteristic binding energies at 712.8 eV (Fe3+ 2p3/2) and 720.1 eV (Fe3+ 2p1/2), confirming the presence of Fe3+. The O 1s spectrum of Co3O4/FeOx exhibits similar OL, –OH, and Ov components as Co3O4/NiOx, but with higher Ov content, likely resulting from Fe incorporation that promotes oxygen defect formation, thereby enhancing catalytic activity (Fig. S5d).

Electrocatalytic OER performance

Benefiting from the advantages of the Co3O4/NiFe2O4 catalyst in terms of structure and composition, its electrochemical performance in alkaline electrolyte was evaluated using a three-electrode system.41 As shown in Fig. 5a and b, Co3O4/NiFe2O4 exhibits the optimum OER activity (η10 = 236 mV), significantly outperforming Co3O4/NiOx (η10 = 260 mV), Co3O4/FeOx (η10 = 284 mV), Co-MOF (η10 = 327 mV) and NiFe2O4 (η10 = 344 mV). This enhanced activity can be attributed to two key factors: 1. The synergistic interaction between Ni and Fe; 2. The optimized electronic structure resulting from Co3O4 incorporation. Accordingly, Co3O4/NiFe2O4 manifests outstanding OER performance compared to most reported catalysts (Fig. 5d and Table S1). The reaction kinetics of the catalysts were further revealed utilizing Tafel slopes (Fig. 5c). Compared with Co3O4/NiOx (101.71 mV dec−1), Co3O4/FeOx (108.08 mV dec−1), Co-MOF (115.5 mV dec−1) and NiFe2O4 (141.76 mV dec−1), Co3O4/NiFe2O4 shows the lowest Tafel slope (97.84 mV dec−1), highlighting its excellent catalytic kinetics. The rapid charge transfer reflects exceptional conductivity. The charge transfer resistance of the materials was analyzed by electrochemical impedance spectroscopy (EIS).42 As shown in Fig. S6, the smallest semicircle radius for Co3O4/NiFe2O4 indicates the lowest charge transfer resistance, representing optimal conductivity. This improvement can be ascribed to the synergistic effect of Ni and Fe surface oxidation states, which effectively reduces interfacial resistance.43 The electrochemical active surface area (ECSA) represents the effective area of the catalyst participating in the electrolytic reaction, which is proportional to the double-layer capacitance (Cdl). Therefore, the Cdl value of the material can be calculated to reflect its ECSA. In Fig. 5e, Co3O4/NiFe2O4 displays the highest Cdl value (47.23 mF cm−2), indicating a larger active surface area and greater abundance of catalytic sites.
image file: d5dt01610j-f5.tif
Fig. 5 (a) LSV curves, (b) overpotential comparison at 10 mA cm−2, (c) Tafel slope, (d) overpotential comparison with other related catalysts, and (e) Cdl values of Co3O4/NiFe2O4, Co3O4/NiOx, Co3O4/NiFeOx, Co-MOF and NiFe2O4.

Furthermore, the operational stability of the catalyst is a critical parameter for evaluating its electrocatalytic performance, as it determines long-term viability. To assess the durability of Co3O4/NiFe2O4, chronoamperometry (CA) and chronopotentiometry (CP) tests were conducted. As illustrated in Fig. 6a, the current density attenuation of the Co3O4/NiFe2O4 material is negligible after 20 h of continuous operation, indicating its excellent catalytic stability. Similarly, the CP curve at 10 mA cm−2 also reveals favorable catalytic stability (Fig. 6b). Furthermore, to explore the possibility of industrial application of the Co3O4/NiFe2O4 material, its catalytic stability was tested at 100 mA cm−2. As expected, the Co3O4/NiFe2O4 electrocatalyst still maintains favorable OER performance under long-term high-current operation, highlighting its extraordinary electrochemical stability (Fig. 6c).


image file: d5dt01610j-f6.tif
Fig. 6 (a) CA curve at 1.5 V (vs. RHE), (b and c) CP curves of Co3O4/NiFe2O4.

To further confirm the favorable stability of the Co3O4/NiFe2O4 material, the changes in surface morphology, phase composition and electronic structure of the Co3O4/NiFe2O4 catalyst after the stability test were analyzed utilizing SEM, XRD and XPS. As shown in Fig. S8, the surface morphology of the Co3O4/NiFe2O4 material shows no significant change after the stability test, still exhibiting a complete nanoflower structure, highlighting the excellent catalytic stability of this catalyst. Meanwhile, compared with the Co3O4/NiFe2O4 material before the stability test, the intensity of the XRD characteristic peaks of this material only displays a slight weakening even after long-term stability operation (Fig. S9). This phenomenon once again demonstrates the excellent stability of the Co3O4/NiFe2O4 catalyst. Furthermore, the long-term stability test causes the Co 2p spectrum in Co3O4/NiFe2O4 to shift towards lower binding energy, while the Fe 2p and Ni 2p spectra shift towards higher binding energy, indicating that Co, Fe, and Ni lost electrons, which is consistent with the actual situation (Fig. S10).

The superior catalytic activity and stability of Co3O4/NiFe2O4 can be attributed to the following key factors:44–47

1. The unique 3D nanoflower structure maximizes the exposure of active sites, enhancing the OER intrinsic activity of the material. Furthermore, this structure also expands the electrode–electrolyte interfacial area, which effectively promotes the entry of reactants and the escape of gases, thereby alleviating localized acidification issues in the electrolyte during prolonged catalytic operation.

2. The construction of heterogeneous interfaces induces the rearrangement of interfacial charges, which significantly accelerates the electron transfer during electrolysis, thus optimizing the reaction kinetics of the material.

3. The enhanced multi-metal synergistic effect effectively modulates the electronic structure of the material and optimizes the adsorption of reaction intermediates, thereby reducing the catalytic reaction energy barrier.

4. The spinel structures of Co3O4 and NiFe2O4 effectively inhibit the dissolution of metal cations during the OER process, endowing the Co3O4/NiFe2O4 catalyst with exceptional intrinsic catalytic stability.

Electrocatalytic OWS performance

In view of the outstanding OER performance of the Co3O4/NiFe2O4 material, it (anode) and Pt/C (cathode) were assembled into a two-electrode system for overall water splitting (OWS) testing to further evaluate the possibility of its commercial application (Fig. 7a). Fig. 7b shows that the Co3O4/NiFe2O4//Pt/C electrode requires only 1.54 V to provide a current density of 10 mA cm−2, significantly lower than the commercial RuO2//Pt/C (1.65 V), highlighting its brilliant OWS performance. Additionally, the Co3O4/NiFe2O4//Pt/C electrode still displays remarkable electrocatalytic performance after 42 h of continuous operation (Fig. 7c). What's more, it still has favorable OWS performance and stability compared to most of the reported catalysts (Table S2). The extraordinary electrochemical activity and stability of the Co3O4/NiFe2O4 material endow it with strong potential for industrial applications.
image file: d5dt01610j-f7.tif
Fig. 7 (a) Schematic diagram of the Co3O4/NiFe2O4//Pt/C two-electrode system. (b) LSV curves of Co3O4/NiFe2O4//Pt/C and RuO2//Pt/C. (c) CP curve of the Co3O4/NiFe2O4//Pt/C.

Conclusions

In summary, the Co-MOF-derived Co3O4/NiFe2O4 heterostructure electrocatalyst was successfully constructed via a straightforward hydrothermal-calcination strategy. The XRD pattern and HRTEM image confirm a reasonable coupling of Co3O4 and NiFe2O4 at the heterogeneous interface, which effectively facilitates the electron transfer kinetics during electrolysis process. Additionally, the unique nanoflower structure provides abundant active sites for the subsequent catalytic reaction. The synergistic effect between the polymetallic oxides effectively improves the electronic structure of the material and optimizes the adsorption of the reaction intermediates. Benefiting from the above advantages, the Co3O4/NiFe2O4 material exhibits outstanding OER activity (η10 = 236 mV) and stability. What's more, when Co3O4/NiFe2O4 is assembled with Pt/C into a two-electrode system for OWS testing, it still displays impressive catalytic performance (E10 = 1.54 V). This work provides a practical and feasible approach for the preparation of non-precious metal catalysts derived from MOFs.

Author contributions

Ying Wang: writing – original draft, methodology, software. Yanghanqi Li: validation, investigation. Jun Yu: formal analysis. Yukou Du: supervision, writing – review & editing.

Conflicts of interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Data availability

The data that support the findings of this study are available from the corresponding author, upon reasonable request.

Some of the data supporting the findings of this article have been included as part of the SI. See DOI: https://doi.org/10.1039/d5dt01610j.

Acknowledgements

This study was funded by Jiangsu Agri-Animal Husbandry Vocational College Scientific Research Project (NSF2025ZR07); Major Basic Research Project of the Natural Science Foundation of the Jiangsu Higher Education Institutions (24KJA230001); 333 High-Level Talent Training Project of Jiangsu Province.

References

  1. I. Gul, M. Sayed, T. Saeed, F. Rehman, A. Naeem, S. Gul, Q. Khan, K. Naz and M. U. Rehman, Coord. Chem. Rev., 2024, 511, 215870 CrossRef CAS.
  2. H. J. Huang, M. M. Yan, C. Z. Yang, H. Y. He, Q. G. Jiang, L. Yang, Z. Y. Lu, Z. Q. Sun, X. T. Xu, Y. Bando and Y. Yamauchi, Adv. Mater., 2019, 31, 1903415 CrossRef CAS.
  3. Y. Zhang, Y. Y. Zhou, D. L. Sun, Y. X. Nie, D. Y. Wu, L. Ban, B. Tang, S. Yang, H. Li, T. Y. Ma and H. Zhang, Coord. Chem. Rev., 2025, 527, 216395 CrossRef CAS.
  4. J. L. Du, D. L. Xiang, K. X. Zhou, L. C. Wang, J. Y. Yu, H. H. Xia, L. L. Zhao, H. Liu and W. J. Zhou, Nano Energy, 2022, 104, 107875 CrossRef CAS.
  5. A. Ray, S. Sultana, L. Paramanik and K. M. Parida, J. Mater. Chem. A, 2020, 8, 19196–19245 RSC.
  6. N. Han, P. Y. Liu, J. Jiang, L. H. Ai, Z. P. Shao and S. M. Liu, J. Mater. Chem. A, 2018, 6, 19912–19933 RSC.
  7. H. H. Zhang, Y. Fu, H. T. Nguyen, B. Fox, J. H. Lee, A. K. T. Lau, H. Zheng, H. Lin, T. Y. Ma and B. H. Jia, Coord. Chem. Rev., 2023, 494, 215272 CrossRef CAS.
  8. N. Zaman, N. Iqbal and T. Noor, Arabian J. Chem., 2022, 15, 103906 CrossRef CAS.
  9. K. Zahra, T. Noor, N. Iqbal and N. S. Akbar, J. Energy Storage, 2024, 88, 111565 CrossRef.
  10. T. Z. Wang, X. J. Cao and L. F. Jiao, Small, 2021, 17, 202004398 Search PubMed.
  11. W. Liang, Y. Li, N. Zhang, J. Li, S. Li, Z. Wu and Y. Du, Inorg. Chem., 2024, 63, 14691–14698 CrossRef CAS PubMed.
  12. X. R. Tang, N. Li and H. Pang, Green Energy Environ., 2022, 7, 636–661 CrossRef CAS.
  13. M. A. Mohamud and A. B. Yurtcan, Int. J. Hydrogen Energy, 2021, 46, 33782–33800 CrossRef CAS.
  14. L. L. Yin, X. Du, C. Z. Di, M. W. Wang, K. M. Su and Z. H. Li, Chem. Eng. J., 2021, 414, 128809 CrossRef CAS.
  15. Y. R. Ji, Y. F. Guo, X. Liu, P. F. Wang and T. F. Yi, Chem. Eng. J., 2023, 471, 144743 CrossRef CAS.
  16. H. Sun, S. Yu, X. Gu, J. Yu, J. Li, W. Liang, Z. Wu, T. Liu and Y. Du, J. Colloid Interface Sci., 2025, 691, 137356 CrossRef CAS.
  17. F. Z. Sun, H. Xu, W. Zhu, C. Lu, L. Ren, L. A. Chong and J. X. Zou, Int. J. Hydrogen Energy, 2023, 48, 3942–3951 CrossRef CAS.
  18. Y. W. Liu, L. R. Wang, C. C. Liu, J. Kresse, M. Deconinck, R. Hübner, D. Mikhailova, Y. Vaynzof, X. M. Zhang and A. Eychmüller, ACS Catal., 2025, 15, 9353–9363 CrossRef CAS.
  19. X. L. Wang, H. Xiao, A. Li, Z. Li, S. J. Liu, Q. H. Zhang, Y. Gong, L. R. Zheng, Y. Q. Zhu, C. Chen, D. S. Wang, Q. Peng, L. Gu, X. D. Han, J. Li and Y. D. Li, J. Am. Chem. Soc., 2018, 140, 15336–15341 CrossRef CAS PubMed.
  20. M. Liu, L. Z. Qiao, B. B. Dong, S. Guo, S. Yao, C. Li, Z. M. Zhang and T. B. Lu, Appl. Catal., B, 2020, 273, 119066 CrossRef CAS.
  21. Y. H. Qian, I. A. Khan and D. Zhao, Small, 2017, 13, 1701143 CrossRef.
  22. H. F. Wang, L. Y. Chen, H. Pang, S. Kaskel and Q. Xu, Chem. Soc. Rev., 2020, 49, 1414–1448 RSC.
  23. Y. Yang, Y. C. Xie, Z. H. Yu, S. S. Guo, M. W. Yuan, H. Q. Yao, Z. P. Liang, Y. R. Lu, T. S. Chan, C. Li, H. L. Dong and S. L. Ma, Chem. Eng. J., 2021, 419, 129512 CrossRef CAS.
  24. H. Z. Ren, H. Liu, R. T. Qin, H. C. Fu, W. X. Xu, R. Jia, J. Jiang, Y. Z. Yang, Y. T. Xu, B. R. Zeng, C. H. Yuan and L. Z. Dai, J. Colloid Interface Sci., 2025, 680, 976–986 CrossRef CAS.
  25. G. S. Liu, F. Xie, X. Cai and J. Y. Ye, ACS Catal., 2024, 14, 8652–8665 CrossRef CAS.
  26. H. W. Zhao, J. C. Liang and Y. Zhao, J. Alloys Compd., 2022, 907, 164479 CrossRef CAS.
  27. J. Yu, X. Gu, H. Sun, N. Zhang, S. Hata, T. Liu, Z. Wu, Y. Shiraishi and Y. Du, J. Colloid Interface Sci., 2025, 700, 138429 CrossRef CAS.
  28. M. J. Xiao, C. Wu, J. W. Zhu, C. T. Zhang, Y. Li, J. Lyu, W. H. Zeng, H. W. Li, L. Chen and S. C. Mu, Nano Res., 2023, 16, 8945–8952 CrossRef CAS.
  29. M. H. Huang, S. H. Zhou, D. D. Ma, W. B. Wei, Q. L. Zhu and Z. G. Huang, Chem. Eng. J., 2023, 473, 145170 CrossRef CAS.
  30. L. T. Zhao, C. H. Fu, L. X. Luo, J. B. You, L. An, X. H. Yan, S. Y. Shen and J. L. Zhang, Appl. Catal., B, 2022, 318, 121831 CrossRef CAS.
  31. Z. Zou, T. Wang, X. Zhao, W.-J. Jiang, H. Pan, D. Gao and C. Xu, ACS Catal., 2019, 9, 7356–7364 CrossRef CAS.
  32. A. X. Shan, X. Wu, J. Lu, C. P. Chen and R. M. Wang, CrystEngComm, 2015, 17, 1603–1608 RSC.
  33. I. Ahmed, S. G. Dastider, R. Biswas, A. Roy, K. Mondal and K. K. Haldar, ACS Appl. Nano Mater., 2024, 7, 4035–4050 CrossRef CAS.
  34. X. S. Hu, H. P. Hu, C. Li, T. Li, X. B. Lou, Q. Chen and B. W. Hu, J. Solid State Chem., 2016, 242, 71–76 CrossRef CAS.
  35. Y. H. Q. Li, W. Y. Liang, N. N. Zhang, J. Li, Z. Y. Wu, C. Q. Wang and Y. K. Du, Int. J. Hydrogen Energy, 2024, 95, 832–839 CrossRef CAS.
  36. D. He, X. Y. Song, W. Q. Li, C. Y. Tang, J. C. Liu, Z. J. Ke, C. Z. Jiang and X. H. Xiao, Angew. Chem., Int. Ed., 2020, 59, 6929–6935 CrossRef CAS.
  37. C. Mahala, M. D. Sharma and M. Basu, Electrochim. Acta, 2018, 273, 462–473 CrossRef CAS.
  38. G. Liu, K. F. Wang, X. S. Gao, D. Y. He and J. P. Li, Electrochim. Acta, 2016, 211, 871–878 CrossRef CAS.
  39. J.-C. Gan, L. Zhang, J.-J. Feng, Y.-C. Shi, X.-S. Li and A.-J. Wang, J. Colloid Interface Sci., 2025, 687, 24–35 CrossRef CAS PubMed.
  40. J.-C. Gan, Z.-F. Jiang, K.-M. Fang, X.-S. Li, L. Zhang, J.-J. Feng and A.-J. Wang, J. Colloid Interface Sci., 2025, 677, 221–231 CrossRef CAS.
  41. B. Dong, M. X. Li, X. Shang, Y. N. Zhou, W. H. Hu and Y. M. Chai, J. Mater. Chem. A, 2022, 10, 17477–17487 RSC.
  42. L. Liu, Y. Q. Ou and D. Sun, Chem. Eng. J., 2021, 426, 130063 CrossRef CAS.
  43. T. N. Luong, T. L. L. Doan, P. M. Bacirhonde and C. H. Park, Int. J. Hydrogen Energy, 2025, 99, 1108–1118 CrossRef CAS.
  44. N. Chen, S. Che, H. Liu, G. Li, N. Ta, F. Jiang Chen, B. Jiang, N. Wu, Z. Li, W. Yu, F. Yang and Y. Li, J. Colloid Interface Sci., 2023, 638, 582–594 CrossRef CAS PubMed.
  45. X. Wang, L. Sun, L. Yang, J. Zhao and Q. Xu, Adv. Funct. Mater., 2024, 34, 2314247 CrossRef CAS.
  46. M. Qi, H. Tong, G. Li, X. Zheng, Y. Liu, C. Ye, Z. Yan and D. Jiang, J. Colloid Interface Sci., 2025, 684, 181–188 CrossRef CAS.
  47. K. Huang, J. Xia, Y. Lu, B. Zhang, W. Shi, X. Cao, X. Zhang, L. M. Woods, C. Han, C. Chen, T. Wang, J. Wu and Y. Huang, Adv. Sci., 2023, 10, 2300094 CrossRef CAS.

This journal is © The Royal Society of Chemistry 2025
Click here to see how this site uses Cookies. View our privacy policy here.