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Oxygen evolution reaction over catalytic single-site Co in a well-defined brookite TiO2 nanorod surface

An Author Correction to this article was published on 20 January 2022

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Abstract

Efficient electrocatalysts for the oxygen evolution reaction (OER) are paramount to the development of electrochemical devices for clean energy and fuel conversion. However, the structural complexity of heterogeneous electrocatalysts makes it a great challenge to elucidate the surface catalytic sites and OER mechanisms. Here, we report that catalytic single-site Co in a well-defined brookite TiO2 nanorod (210) surface (Co-TiO2) presents turnover frequencies that are among the highest for Co-based heterogeneous catalysts reported to date, reaching 6.6 ± 1.2 and 181.4 ± 28 s−1 at 300 and 400 mV overpotentials, respectively. Based on grand canonical quantum mechanics calculations and the single-site Co atomic structure validated by in situ and ex situ spectroscopic probes, we have established a full description of the catalytic reaction kinetics for Co-TiO2 as a function of applied potential, revealing an adsorbate evolution mechanism for the OER. The computationally predicted Tafel slope and turnover frequencies exhibit exceedingly good agreement with experiment.

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Fig. 1: Morphology and structure characterization of Co-TiO2 nanorods.
Fig. 2: EXAFS and OER catalytic performance of Co-TiO2 nanorods.
Fig. 3: In situ and ex situ analyses of Co-TiO2.
Fig. 4: Schematic illustration of possible OER reaction mechanisms over Co-TiO2.
Fig. 5: Free-energy landscape for the reaction over Co-TiO2.
Fig. 6: Direct comparison of the experimental results and GCQM predictions for Co-TiO2.
Fig. 7: Comparison of the experimental results and GCQM predictions for Ni-TiO2 and Fe-TiO2.

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Data availability

All data generated or analysed during this study are included in this published article (and its Supplementary Information files) or can be obtained from the corresponding authors upon reasonable request.

Code availability

All computational structures are included in this published article (and its Supplementary Data and Supplementary Information files). The code and script for GCQM computation and analysis are provided as part of the jDFTx constant charge calculations and can be accessed at https://jdftx.org/index.html or obtained from the corresponding authors upon reasonable request.

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References

  1. McCrory, C. C. L. et al. Benchmarking hydrogen evolving reaction and oxygen evolving reaction electrocatalysts for solar water splitting devices. J. Am. Chem. Soc. 137, 4347–4357 (2015).

    CAS  PubMed  Google Scholar 

  2. Spanos, I. et al. Standardized benchmarking of water splitting catalysts in a combined electrochemical flow cell/inductively coupled plasma–optical emission spectrometry (ICP-OES) setup. ACS Catal. 7, 3768–3778 (2017).

    CAS  Google Scholar 

  3. Liu, B. et al. Large-scale synthesis of transition-metal-doped TiO2 nanowires with controllable overpotential. J. Am. Chem. Soc. 135, 9995–9998 (2013).

    CAS  PubMed  Google Scholar 

  4. An, L. et al. Heterostructure-promoted oxygen electrocatalysis enables rechargeable zinc–air battery with neutral aqueous electrolyte. J. Am. Chem. Soc. 140, 17624–17631 (2018).

    CAS  PubMed  Google Scholar 

  5. Li, Y. et al. Advanced zinc-air batteries based on high-performance hybrid electrocatalysts. Nat. Commun. 4, 1805 (2013).

    PubMed  Google Scholar 

  6. Liu, J. et al. Metal-free efficient photocatalyst for stable visible water splitting via a two-electron pathway. Science 347, 970–974 (2015).

    CAS  PubMed  Google Scholar 

  7. Wang, H. et al. Bifunctional non-noble metal oxide nanoparticle electrocatalysts through lithium-induced conversion for overall water splitting. Nat. Commun. 6, 7261 (2015).

    CAS  PubMed  Google Scholar 

  8. Burke, M. S., Kast, M. G., Trotochaud, L., Smith, A. M. & Boettcher, S. W. Cobalt–iron (oxy)hydroxide oxygen evolution electrocatalysts: the role of structure and composition on activity, stability, and mechanism. J. Am. Chem. Soc. 137, 3638–3648 (2015).

    CAS  PubMed  Google Scholar 

  9. Seitz, L. C. et al. A highly active and stable IrOx/SrIrO3 catalyst for the oxygen evolution reaction. Science 353, 1011–1014 (2016).

    CAS  PubMed  Google Scholar 

  10. Zhang, B. et al. Homogeneously dispersed multimetal oxygen-evolving catalysts. Science 352, 333–337 (2016).

    CAS  PubMed  Google Scholar 

  11. Chen, J. Y. C. et al. Operando analysis of NiFe and Fe oxyhydroxide electrocatalysts for water oxidation: detection of Fe4+ by Mössbauer spectroscopy. J. Am. Chem. Soc. 137, 15090–15093 (2015).

    CAS  PubMed  Google Scholar 

  12. Liu, W. et al. Amorphous cobalt–iron hydroxide nanosheet electrocatalyst for efficient electrochemical and photo-electrochemical oxygen evolution. Adv. Funct. Mater. 27, 1603904 (2017).

    Google Scholar 

  13. Kim, J., Chen, X., Shih, P.-C. & Yang, H. Porous perovskite-type lanthanum cobaltite as electrocatalysts toward oxygen evolution reaction. ACS Sustain. Chem. Eng. 5, 10910–10917 (2017).

    CAS  Google Scholar 

  14. Suntivich, J., May, K. J., Gasteiger, H. A., Goodenough, J. B. & Shao-Horn, Y. A perovskite oxide optimized for oxygen evolution catalysis from molecular orbital principles. Science 334, 1383–1385 (2011).

    CAS  PubMed  Google Scholar 

  15. Wu, T. et al. Iron-facilitated dynamic active-site generation on spinel CoAl2O4 with self-termination of surface reconstruction for water oxidation. Nat. Catal. 2, 763–772 (2019).

    CAS  Google Scholar 

  16. Li, C. et al. Phase and composition controllable synthesis of cobalt manganese spinel nanoparticles towards efficient oxygen electrocatalysis. Nat. Commun. 6, 7345 (2015).

    CAS  PubMed  Google Scholar 

  17. Gupta, S. et al. Highly active and stable graphene tubes decorated with FeCoNi alloy nanoparticles via a template-free graphitization for bifunctional oxygen reduction and evolution. Adv. Energy Mater. 6, 1601198 (2016).

    Google Scholar 

  18. Toma, F. M. et al. Efficient water oxidation at carbon nanotube–polyoxometalate electrocatalytic interfaces. Nat. Chem. 2, 826–831 (2010).

    CAS  PubMed  Google Scholar 

  19. Roy, C. et al. Impact of nanoparticle size and lattice oxygen on water oxidation on NiFeOxHy. Nat. Catal. 1, 820–829 (2018).

    CAS  Google Scholar 

  20. Laio, A. & Parrinello, M. Escaping free-energy minima. Proc. Natl Acad. Sci. USA 99, 12562–12566 (2002).

    CAS  PubMed  PubMed Central  Google Scholar 

  21. Iannuzzi, M., Laio, A. & Parrinello, M. Efficient exploration of reactive potential energy surfaces using Car-Parrinello molecular dynamics. Phys. Rev. Lett. 90, 238302 (2003).

    PubMed  Google Scholar 

  22. Cheng, T. et al. Mechanism and kinetics of the electrocatalytic reaction responsible for the high cost of hydrogen fuel cells. Phys. Chem. Chem. Phys. 19, 2666–2673 (2017).

    CAS  PubMed  Google Scholar 

  23. Cheng, T., Xiao, H. & Goddard, W. A. Reaction mechanisms for the electrochemical reduction of CO2 to CO and formate on the Cu(100) surface at 298 K from quantum mechanics free energy calculations with explicit water. J. Am. Chem. Soc. 138, 13802–13805 (2016).

    CAS  PubMed  Google Scholar 

  24. Cheng, T., Xiao, H. & Goddard, W. A. Full atomistic reaction mechanism with kinetics for CO reduction on Cu(100) from ab initio molecular dynamics free-energy calculations at 298 K. Proc. Natl Acad. Sci. USA 114, 1795–1800 (2017).

    CAS  PubMed  PubMed Central  Google Scholar 

  25. Qian, J., An, Q., Fortunelli, A., Nielsen, R. J. & Goddard, W. A. Reaction mechanism and kinetics for ammonia synthesis on the Fe(111) surface. J. Am. Chem. Soc. 140, 6288–6297 (2018).

    CAS  PubMed  Google Scholar 

  26. Qian, J. et al. Initial steps in forming the electrode–electrolyte interface: H2O adsorption and complex formation on the Ag(111) surface from combining quantum mechanics calculations and ambient pressure X-ray photoelectron spectroscopy. J. Am. Chem. Soc. 141, 6946–6954 (2019).

    CAS  PubMed  Google Scholar 

  27. Ye, Y. et al. Dramatic differences in carbon dioxide adsorption and initial steps of reduction between silver and copper. Nat. Commun. 10, 1875 (2019).

    PubMed  PubMed Central  Google Scholar 

  28. Cheng, T., Wang, L., Merinov, B. V. & Goddard, W. A. Explanation of dramatic pH-dependence of hydrogen binding on noble metal electrode: greatly weakened water adsorption at high pH. J. Am. Chem. Soc. 140, 7787–7790 (2018).

    CAS  PubMed  Google Scholar 

  29. Ping, Y., Nielsen, R. J. & Goddard, W. A. The reaction mechanism with free energy barriers at constant potentials for the oxygen evolution reaction at the IrO2 (110) surface. J. Am. Chem. Soc. 139, 149–155 (2017).

    CAS  PubMed  Google Scholar 

  30. Xiao, H., Shin, H. & Goddard, W. A. Synergy between Fe and Ni in the optimal performance of (Ni,Fe)OOH catalysts for the oxygen evolution reaction. Proc. Natl Acad. Sci. USA 115, 5872–5877 (2018).

    CAS  PubMed  PubMed Central  Google Scholar 

  31. Sundararaman, R., Goddard, W. A. & Arias, T. A. Grand canonical electronic density-functional theory: algorithms and applications to electrochemistry. J. Chem. Phys. 146, 114104 (2017).

    PubMed  Google Scholar 

  32. Shin, H., Xiao, H. & Goddard, W. A. In silico discovery of new dopants for Fe-doped Ni oxyhydroxide (Ni1–xFexOOH) catalysts for oxygen evolution reaction. J. Am. Chem. Soc. 140, 6745–6748 (2018).

    CAS  PubMed  Google Scholar 

  33. Zhang, Z. et al. Generalized synthetic strategy for transition-metal-doped brookite-phase TiO2 nanorods. J. Am. Chem. Soc. 141, 16548–16552 (2019).

    CAS  PubMed  Google Scholar 

  34. Ye, Y. et al. X-ray spectroscopies studies of the 3d transition metal oxides and applications of photocatalysis. MRS Commun. 7, 53–66 (2017).

    CAS  Google Scholar 

  35. Ye, Y. et al. Strong O 2p–Fe 3d hybridization observed in solution-grown hematite films by soft X-ray spectroscopies. J. Phys. Chem. B 122, 927–932 (2018).

    PubMed  Google Scholar 

  36. Kronawitter, C. X. et al. Electron enrichment in 3d transition metal oxide hetero-nanostructures. Nano Lett. 11, 3855–3861 (2011).

    CAS  PubMed  Google Scholar 

  37. Li, J. et al. Tracking the local effect of fluorine self-doping in anodic TiO2 nanotubes. J. Phys. Chem. C. 120, 4623–4628 (2016).

    CAS  Google Scholar 

  38. Holmström, E. et al. Hydration structure of brookite TiO2 (210). J. Phys. Chem. C. 121, 20790–20801 (2017).

    Google Scholar 

  39. Grimaud, A. et al. Activating lattice oxygen redox reactions in metal oxides to catalyse oxygen evolution. Nat. Chem. 9, 457 (2017).

    CAS  PubMed  Google Scholar 

  40. Yoo, J. S., Rong, X., Liu, Y. & Kolpak, A. M. Role of lattice oxygen participation in understanding trends in the oxygen evolution reaction on perovskites. ACS Catal. 8, 4628–4636 (2018).

    CAS  Google Scholar 

  41. Rossmeisl, J., Qu, Z. W., Zhu, H., Kroes, G. J. & Nørskov, J. K. Electrolysis of water on oxide surfaces. J. Electroanal. Chem. 607, 83–89 (2007).

    CAS  Google Scholar 

  42. Li, X., Rong, H., Zhang, J., Wang, D. & Li, Y. Modulating the local coordination environment of single-atom catalysts for enhanced catalytic performance. Nano Res. 13, 1842–1855 (2020).

    CAS  Google Scholar 

  43. Zhang, Z. et al. Revealing structural evolution of PbS nanocrystal catalysts in electrochemical CO2 reduction using in situ synchrotron radiation X-ray diffraction. J. Mater. Chem. A 7, 23775–23780 (2019).

    CAS  Google Scholar 

  44. Ravel, B. & Newville, W. ATHENA, ARTEMIS, HEPHAESTUS: data analysis for X-ray absorption spectroscopy using IFEFFIT. J. Synchrotron Rad. 12, 537–541 (2005).

    CAS  Google Scholar 

  45. Toby, B. H. & Von Dreele, R. B. GSAS-II: the genesis of a modern open-source all purpose crystallography software package. J. Appl. Cryst. 46, 544–549 (2013).

    CAS  Google Scholar 

  46. Grimme, S. Semiempirical GGA-type density functional constructed with a long-range dispersion correction. J. Comput. Chem. 27, 1787–1799 (2006).

    CAS  PubMed  Google Scholar 

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

    Article  CAS  Google Scholar 

  48. Henkelman, G., Uberuaga, B. P. & Jónsson, H. A climbing image nudged elastic band method for finding saddle points and minimum energy paths. J. Chem. Phys. 113, 9901–9904 (2000).

    CAS  Google Scholar 

  49. Baroni, S., de Gironcoli, S., Dal Corso, A. & Giannozzi, P. Phonons and related crystal properties from density-functional perturbation theory. Rev. Mod. Phys. 73, 515–562 (2001).

  50. Sprowl, L. H., Campbell, C. T. & Árnadóttir, L. Hindered translator and hindered rotor models for adsorbates: partition functions and entropies. J. Phys. Chem. C. 120, 9719–9731 (2016).

    CAS  Google Scholar 

  51. Bochevarov, A. D. et al. Jaguar: a high-performance quantum chemistry software program with strengths in life and materials sciences. Int. J. Quantum Chem. 113, 2110–2142 (2013).

    CAS  Google Scholar 

  52. Sundararaman, R. & Goddard, W. A. The charge-asymmetric nonlocally determined local-electric (CANDLE) solvation model. J. Chem. Phys. 142, 064107 (2015).

    PubMed  Google Scholar 

  53. Sundararaman, R. et al. JDFTx: software for joint density-functional theory. SoftwareX 6, 278–284 (2017).

    PubMed  PubMed Central  Google Scholar 

  54. Mathew, K., Sundararaman, R., Letchworth-Weaver, K., Arias, T. A. & Hennig, R. G. Implicit solvation model for density-functional study of nanocrystal surfaces and reaction pathways. J. Chem. Phys. 140, 084106 (2014).

    PubMed  Google Scholar 

  55. Huang, Y., Nielsen, R. J. & Goddard, W. A. Reaction mechanism for the hydrogen evolution reaction on the basal plane sulfur vacancy site of MoS2 using grand canonical potential kinetics. J. Am. Chem. Soc. 140, 16773–16782 (2018).

    CAS  PubMed  Google Scholar 

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Acknowledgements

This work was supported by the US National Science Foundation (CBET-1805022, CBET-2004808 and CBET-2005250). This research used the resources of the Advanced Photon Source, an Office of Science User Facility operated for the US Department of Energy (DOE) Office of Science by the Argonne National Laboratory, and was supported by the US DOE under contract no. DE-AC02-06CH11357 and the Canadian Light Source and its funding partners. This research used the resources of the Center for Functional Nanomaterials, which is a US DOE Office of Science Facility, at Brookhaven National Laboratory under contract no. DE-SC0012704. This research used the resources of the Advanced Light Source, a US DOE Office of Science User Facility, under contract no. DE-AC02-05CH11231.

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The project was conceived by C.L. and J.Q. under the supervision of T.B.G., W.A.G. and S.Z. Catalyst synthesis, structural characterization and catalysis measurements were performed by C.L., C.S. and Z.Z. GCQM calculations were finished by J.Q. and H.S. In situ XRD and in situ EXAFS experiments were conducted by C.L., H.Z., C.-J.S., Z.Z. and G.W. Soft XAS experiments were conducted by Y.Y., Y.S.L. and J.G. STEM elemental mapping was performed by S.L. and S.H. All the spectra were analysed and interpreted by C.L., Z.Z. and Y.Y. All authors contributed to the writing of the manuscript.

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Correspondence to William A. Goddard III or Sen Zhang.

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Supplementary Information

Supplementary Methods, Tables 1–4, Figs. 1–31 and references.

Supplementary Data 1

The atomic coordinates of the optimized models for M-TiO2.

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Liu, C., Qian, J., Ye, Y. et al. Oxygen evolution reaction over catalytic single-site Co in a well-defined brookite TiO2 nanorod surface. Nat Catal 4, 36–45 (2021). https://doi.org/10.1038/s41929-020-00550-5

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