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High-entropy single-atom activated carbon catalysts for sustainable oxygen electrocatalysis

Abstract

The electrocatalytic oxygen reduction and evolution of molecular oxygen, known as oxygen electrocatalysis, is one of the most important reactions that are central to a range of energy and environmental technologies. While the current best-performing electrocatalysts remain dominated by precious metals, carbon-based systems provide a compelling alternative owing to their intrinsic sustainability and practical applicability. Here we show a design guided by theoretical calculations that pushes the activity boundaries of carbon electrocatalysts to an unprecedented level. The rationale is that incorporating high-entropy heteroatoms could effectively minimize the local symmetry to destabilize the π-electron network of graphitic carbons and avoid too strong or too weak binding energies for intermediate species of the oxygen reduction reaction and the oxygen evolution reaction. Accordingly, our catalyst embeds five metal single atoms—Fe, Mn, Co, Ni and Cu—and two sources of N, and it exhibits superior bifunctional activities in an alkaline environment that exceed the oxygen reduction reaction and evolution reaction performance of commercial Pt/C and RuO2 catalysts, respectively. Our work establishes electrocatalyst design principles that could open the door to sustainable solutions for critical green technologies such as fuel cells, batteries and water splitting.

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Fig. 1: The relationship between symmetry and electrocatalytic performance.
Fig. 2: Results of the DFT calculations of the HESA.
Fig. 3: Structural characterization.
Fig. 4: XANES spectra.
Fig. 5: Electrochemical tests of the ORR/OER performance.
Fig. 6: In situ ATR–FTIR spectra characterization of the ORR/OER processes on HESA.

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Data availability

All data that support the findings in the current study are available within the Article and its Supplementary Information. Source data are available from the corresponding authors upon reasonable request.

References

  1. Chen, G., Bare, S. R. & Mallouk, T. E. Development of supported bifunctional electrocatalysts for unitized regenerative fuel cells. J. Electrochem. Soc. 149, A1092–A1099 (2002).

    CAS  Google Scholar 

  2. Wang, Y., Leung, D. Y. C., Xuan, J. & Wang, H. A review on unitized regenerative fuel cell technologies, part-A: unitized regenerative proton exchange membrane fuel cells. Renew. Sustain. Energy Rev. 65, 961–977 (2016).

    CAS  Google Scholar 

  3. Wang, Z.-L., Xu, D., Xu, J.-J. & Zhang, X.-B. Oxygen electrocatalysts in metal–air batteries: from aqueous to nonaqueous electrolytes. Chem. Soc. Rev. 43, 7746–7786 (2014).

    CAS  Google Scholar 

  4. Wu, M. et al. Rational design of multifunctional air electrodes for rechargeable Zn–air batteries: recent progress and future perspectives. Energy Storage Mater. 21, 253–286 (2019).

    Google Scholar 

  5. Dong, F. et al. Atomically dispersed transition metal–nitrogen–carbon bifunctional oxygen electrocatalysts for zinc–air batteries: recent advances and future perspectives. Nanomicro Lett. 14, 36 (2021).

    Google Scholar 

  6. Zhang, S. et al. Advanced noncarbon materials as catalyst supports and non-noble electrocatalysts for fuel cells and metal–air batteries. Electrochem. Energy Rev. 4, 336–381 (2021).

    CAS  Google Scholar 

  7. Nørskov, J. K. et al. Origin of the overpotential for oxygen reduction at a fuel-cell cathode. J. Phys. Chem. B 108, 17886–17892 (2004).

    Google Scholar 

  8. Seh, Z. W. et al. Combining theory and experiment in electrocatalysis: insights into materials design. Science 355, eaad4998 (2017).

    Google Scholar 

  9. Xu, J. et al. Organic wastewater treatment by a single-atom catalyst and electrolytically produced H2O2. Nat. Sustain. 4, 233–241 (2021).

    Google Scholar 

  10. Kim, B. et al. A theoretical framework for oxygen redox chemistry for sustainable batteries. Nat. Sustain. 5, 708–716 (2022).

    Google Scholar 

  11. Man, I. C. et al. Universality in oxygen evolution electrocatalysis on oxide surfaces. ChemCatChem 3, 1159–1165 (2011).

    CAS  Google Scholar 

  12. Song, J. et al. A review on fundamentals for designing oxygen evolution electrocatalysts. Chem. Soc. Rev. 49, 2196–2214 (2020).

    CAS  Google Scholar 

  13. Chen, Y. et al. Enhanced oxygen evolution over dual corner-shared cobalt tetrahedra. Nat. Commun. 13, 5510 (2022).

    CAS  Google Scholar 

  14. Sun, Y. et al. Covalency competition dominates the water oxidation structure–activity relationship on spinel oxides. Nat. Catal. 3, 554–563 (2020).

    CAS  Google Scholar 

  15. Zhao, S., Yang, Y. & Tang, Z. Insight into structural evolution, active sites, and stability of heterogeneous electrocatalysts. Angew. Chem. 134, e202110186 (2022).

    Google Scholar 

  16. Gorlin, Y. & Jaramillo, T. F. A bifunctional nonprecious metal catalyst for oxygen reduction and water oxidation. J. Am. Chem. Soc. 132, 13612–13614 (2010).

    CAS  Google Scholar 

  17. Yan, D. et al. Defect chemistry of nonprecious-metal electrocatalysts for oxygen reactions. Adv. Mater. 29, 1606459 (2017).

    Google Scholar 

  18. Luo, M. et al. PdMo bimetallene for oxygen reduction catalysis. Nature 574, 81–85 (2019).

    CAS  Google Scholar 

  19. Zhao, A. et al. Spinel Mn–Co oxide in N-doped carbon nanotubes as a bifunctional electrocatalyst synthesized by oxidative cutting. J. Am. Chem. Soc. 136, 7551–7554 (2014).

    CAS  Google Scholar 

  20. Zhong, H. et al. In situ anchoring of Co9S8 nanoparticles on N and S co-doped porous carbon tube as bifunctional oxygen electrocatalysts. NPG Asia Mater. 8, e308 (2016).

    CAS  Google Scholar 

  21. Zhou, C. et al. Superdurable bifunctional oxygen electrocatalyst for high-performance zinc–air batteries. J. Am. Chem. Soc. 144, 2694–2704 (2022).

    CAS  Google Scholar 

  22. Maiyalagan, T., Jarvis, K. A., Therese, S., Ferreira, P. J. & Manthiram, A. Spinel-type lithium cobalt oxide as a bifunctional electrocatalyst for the oxygen evolution and oxygen reduction reactions. Nat. Commun. 5, 3949 (2014).

    CAS  Google Scholar 

  23. Zhao, Y. et al. Few-layer graphdiyne doped with sp-hybridized nitrogen atoms at acetylenic sites for oxygen reduction electrocatalysis. Nat. Chem. 10, 924–931 (2018).

    CAS  Google Scholar 

  24. Sun, J. et al. Molecular engineering of Ni–/Co–porphyrin multilayers on reduced graphene oxide sheets as bifunctional catalysts for oxygen evolution and oxygen reduction reactions. Chem. Sci. 7, 5640–5646 (2016).

    CAS  Google Scholar 

  25. Zhang, J., Zhao, Z., Xia, Z. & Dai, L. A metal-free bifunctional electrocatalyst for oxygen reduction and oxygen evolution reactions. Nat. Nanotechnol. 10, 444–452 (2015).

    CAS  Google Scholar 

  26. Guo, D. et al. Active sites of nitrogen-doped carbon materials for oxygen reduction reaction clarified using model catalysts. Science 351, 361–365 (2016).

    CAS  Google Scholar 

  27. Jia, Y. et al. Identification of active sites for acidic oxygen reduction on carbon catalysts with and without nitrogen doping. Nat. Catal. 2, 688–695 (2019).

    CAS  Google Scholar 

  28. Chen, B., Zhong, X., Zhou, G., Zhao, N. & Cheng, H. Graphene-supported atomically dispersed metals as bifunctional catalysts for next-generation batteries based on conversion reactions. Adv. Mater. 34, 2105812 (2022).

    CAS  Google Scholar 

  29. Meng, F., Zhong, H., Yan, J. & Zhang, X. Iron-chelated hydrogel-derived bifunctional oxygen electrocatalyst for high-performance rechargeable Zn–air batteries. Nano Res. 10, 4436–4447 (2017).

    CAS  Google Scholar 

  30. Jiao, L. et al. Chemical vapour deposition of Fe–N–C oxygen reduction catalysts with full utilization of dense Fe–N4 sites. Nat. Mater. 20, 1385–1391 (2021).

    CAS  Google Scholar 

  31. Xia, C. et al. General synthesis of single-atom catalysts with high metal loading using graphene quantum dots. Nat. Chem. 13, 887–894 (2021).

    CAS  Google Scholar 

  32. Zhao, C.-X. et al. A clicking confinement strategy to fabricate transition metal single-atom sites for bifunctional oxygen electrocatalysis. Sci. Adv. 8, eabn5091 (2022).

    CAS  Google Scholar 

  33. Yu, H. et al. Nitrogen-doped porous carbon nanosheets templated from g-C3N4 as metal-free electrocatalysts for efficient oxygen reduction reaction. Adv. Mater. 28, 5080–5086 (2016).

    CAS  Google Scholar 

  34. Sun, J. et al. Ultrathin nitrogen-doped holey carbon@graphene bifunctional electrocatalyst for oxygen reduction and evolution reactions in alkaline and acidic media. Angew. Chem. Int. Ed. 57, 16511–16515 (2018).

    CAS  Google Scholar 

  35. Ma, T. Y., Dai, S., Jaroniec, M. & Qiao, S. Z. Graphitic carbon nitride nanosheet–carbon nanotube three-dimensional porous composites as high-performance oxygen evolution electrocatalysts. Angew. Chem. Int. Ed. 126, 7409–7413 (2014).

    Google Scholar 

  36. Zheng, Y. et al. Rational design of common transition metal–nitrogen–carbon catalysts for oxygen reduction reaction in fuel cells. Nano Energy 30, 443–449 (2016).

    CAS  Google Scholar 

  37. Mehmood, A. et al. High loading of single atomic iron sites in Fe–NC oxygen reduction catalysts for proton exchange membrane fuel cells. Nat. Catal. 5, 311–323 (2022).

    CAS  Google Scholar 

  38. Ji, B. et al. Metalloid-cluster ligands enabling stable and active FeN4–Ten motifs for oxygen reduction reaction. Adv. Mater. 34, 2202714 (2022).

    CAS  Google Scholar 

  39. Wu, G., More, K. L., Johnston, C. M. & Zelenay, P. High-performance electrocatalysts for oxygen reduction derived from polyaniline, iron, and cobalt. Science 332, 443–447 (2011).

    CAS  Google Scholar 

  40. Chen, J. et al. Dual single-atomic Ni–N4 and Fe–N4 sites constructing janus hollow graphene for selective oxygen electrocatalysis. Adv. Mater. 32, 2003134 (2020).

    CAS  Google Scholar 

  41. Bai, L., Hsu, C.-S., Alexander, D. T. L., Chen, H. M. & Hu, X. Double-atom catalysts as a molecular platform for heterogeneous oxygen evolution electrocatalysis. Nat. Energy 6, 1054–1066 (2021).

    CAS  Google Scholar 

  42. Yang, G. et al. Regulating Fe-spin state by atomically dispersed Mn–N in Fe–N–C catalysts with high oxygen reduction activity. Nat. Commun. 12, 1734 (2021).

    CAS  Google Scholar 

  43. Wang, T., Chen, H., Yang, Z., Liang, J. & Dai, S. High-entropy perovskite fluorides: a new platform for oxygen evolution catalysis. J. Am. Chem. Soc. 142, 4550–4554 (2020).

    CAS  Google Scholar 

  44. Cui, M. et al. High-entropy metal sulfide nanoparticles promise high-performance oxygen evolution reaction. Adv. Energy Mater. 11, 2002887 (2021).

    CAS  Google Scholar 

  45. Ma, Y. et al. High-entropy energy materials: challenges and new opportunities. Energy Environ. Sci. 14, 2883–2905 (2021).

    Google Scholar 

  46. Qiu, H.-J. et al. Nanoporous high-entropy alloys for highly stable and efficient catalysts. J. Mater. Chem. A 7, 6499–6506 (2019).

    CAS  Google Scholar 

  47. Liu, H. et al. High-entropy alloys and compounds for electrocatalytic energy conversion applications. SusMat 1, 482–505 (2021).

    CAS  Google Scholar 

  48. Santos, J. C., Tiznado, W., Contreras, R. & Fuentealba, P. Sigma–pi separation of the electron localization function and aromaticity. J. Chem. Phys. 120, 1670–1673 (2004).

    CAS  Google Scholar 

  49. Poater, J., Duran, M., Solà, M. & Silvi, B. Theoretical evaluation of electron delocalization in aromatic molecules by means of atoms in molecules (AIM) and electron localization function (ELF) topological approaches. Chem. Rev. 105, 3911–3947 (2005).

    CAS  Google Scholar 

  50. Lai, Q., Zhu, S., Luo, X., Zou, M. & Huang, S. Ultraviolet–visible spectroscopy of graphene oxides. AIP Adv. 2, 032146 (2012).

    Google Scholar 

  51. Ferrari, A. C. & Robertson, J. Resonant Raman spectroscopy of disordered, amorphous, and diamondlike carbon. Phys. Rev. B 64, 075414 (2001).

    Google Scholar 

  52. Kresse, G. & Hafner, J. Ab initio molecular dynamics for open-shell transition metals. Phys. Rev. B 48, 13115–13118 (1993).

    CAS  Google Scholar 

  53. Kresse, G. & Furthmuller, J. Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. Phys. Rev. B 54, 11169–11186 (1996).

    CAS  Google Scholar 

  54. Wellendorff, J. et al. Density functionals for surface science: exchange-correlation model development with Bayesian error estimation. Phys. Rev. B 85, 235149 (2012).

    Google Scholar 

  55. Blochl, P. Projector augmented-wave method. Phys. Rev. B 50, 17953–17979 (1994).

    CAS  Google Scholar 

Download references

Acknowledgements

We acknowledge financial support from the National Key R&D Program of China (grant no. 2022YFB2402600), the National Natural Science Foundation of China (grant nos 52125105, 51902339, 52273312, 51972329 and 52173242), the Shenzhen Science and Technology Planning Project (grant nos JCYJ20200109115424940 and JCYJ20210324101015037), and the Science and Technology Planning Project of Guangdong Province (grant no. 2019TX05L389).

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Y.T. and Y.Z. conceived and designed the experiments and calculations. Q.T., X.L. and B.J. fabricated the samples and conducted the structure characterization and electrochemical experiments. X.L. and Y.Z. conducted the simulation work. P.K. and X.Z. performed the synchrotron-based characterizations. X.L., Y.Z. and Y.T. wrote the paper. All authors discussed the results and commented on the manuscript.

Corresponding authors

Correspondence to Yongping Zheng or Yongbing Tang.

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Nature Sustainability thanks Shuhui Sun and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

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Lei, X., Tang, Q., Zheng, Y. et al. High-entropy single-atom activated carbon catalysts for sustainable oxygen electrocatalysis. Nat Sustain 6, 816–826 (2023). https://doi.org/10.1038/s41893-023-01101-z

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