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Direct observation of noble metal nanoparticles transforming to thermally stable single atoms

Abstract

Single noble metal atoms and ultrafine metal clusters catalysts tend to sinter into aggregated particles at elevated temperatures, driven by the decrease of metal surface free energy. Herein, we report an unexpected phenomenon that noble metal nanoparticles (Pd, Pt, Au-NPs) can be transformed to thermally stable single atoms (Pd, Pt, Au-SAs) above 900 °C in an inert atmosphere. The atomic dispersion of metal single atoms was confirmed by aberration-corrected scanning transmission electron microscopy and X-ray absorption fine structures. The dynamic process was recorded by in situ environmental transmission electron microscopy, which showed competing sintering and atomization processes during NP-to-SA conversion. Further, density functional theory calculations revealed that high-temperature NP-to-SA conversion was driven by the formation of the more thermodynamically stable Pd-N4 structure when mobile Pd atoms were captured on the defects of nitrogen-doped carbon. The thermally stable single atoms (Pd-SAs) exhibited even better activity and selectivity than nanoparticles (Pd-NPs) for semi-hydrogenation of acetylene.

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Fig. 1: Scheme of the transformation of nanoparticles to single atoms and structural characterizations of Pd single atoms.
Fig. 2: Nanoparticles to single atoms transformation of Pt and Au and corresponding structural characterizations.
Fig. 3: Representative movie images acquired at different temperatures, statistical analysis of particle diameters and numbers and density functional calculations tracing the process of nanoparticles to single atoms.
Fig. 4: Catalytic reactivity for semi-hydrogenation of acetylene.
Fig. 5: Density functional theory calculation of the semi-hydrogenation of acetylene.

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References

  1. Zhu, C., Du, D., Eychmüller, A. & Lin, Y. Engineering ordered and nonordered porous noble metal nanostructures: synthesis, assembly, and their applications in electrochemistry. Chem. Rev. 115, 8896–8943 (2015).

    Article  Google Scholar 

  2. Liu, X. et al. Noble metal-metal oxide nanohybrids with tailored nanostructures for efficient solar energy conversion, photocatalysis and environmental remediation. Energy Environ. Sci. 10, 402–434 (2017).

    Article  Google Scholar 

  3. Furstner, A. Gold and platinum catalysis-a convenient tool for generating molecular complexity. Chem. Soc. Rev. 38, 3208–3221 (2009).

    Article  Google Scholar 

  4. Zhang, S. et al. Catalysis on singly dispersed bimetallic sites. Nat. Commun. 6, 7938 (2015).

    Article  Google Scholar 

  5. Sehested, J., Gelten, J. A. P., Remediakis, I. N., Bengaard, H. & Norskov, J. K. Sintering of nickel steam-reforming catalysts: effects of temperature and steam and hydrogen pressures. J. Catal. 223, 432–443 (2004).

    Article  Google Scholar 

  6. Corma, A. et al. Exceptional oxidation activity with size-controlled supported gold clusters of low atomicity. Nat. Chem. 5, 775–781 (2013).

    Article  Google Scholar 

  7. Xu, Z. et al. Size-dependent catalytic activity of supported metal clusters. Nature 372, 346–348 (1994).

    Article  Google Scholar 

  8. Wang, X., Zhuang, J., Peng, Q. & Li, Y. A general strategy for nanocrystal synthesis. Nature 437, 121–124 (2005).

    Article  Google Scholar 

  9. Wu, Y., Wang, D. & Li, Y. Understanding of the major reactions in solution synthesis of functional nanomaterials. Sci. China Mater. 59, 938–996 (2016).

    Article  Google Scholar 

  10. Qiao, B. et al. Single-atom catalysis of CO oxidation using Pt1/FeOx. Nat. Chem. 3, 634–641 (2011).

    Article  Google Scholar 

  11. Thomas, J. M. Catalysis: Tens of thousands of atoms replaced by one. Nature 525, 325–326 (2015).

    Article  Google Scholar 

  12. Fu, Q., Saltsburg, H. & Flytzani-Stephanopoulos, M. Active nonmetallic Au and Pt species on ceria-based water-gas shift catalysts. Science 301, 935–938 (2003).

    Article  Google Scholar 

  13. Hackett, S. F. J. et al. High-activity, single-site mesoporous Pd/Al2O3 catalysts for selective aerobic oxidation of allylic alcohols. Angew. Chem. Int. Ed. 46, 8593–8596 (2007).

    Article  Google Scholar 

  14. Yin, P. et al. Single cobalt atoms with precise N-coordination as superior oxygen reduction reaction catalysts. Angew. Chem. Int. Ed. 55, 10800–10805 (2016).

    Article  Google Scholar 

  15. Guo, X. et al. Direct, nonoxidative conversion of methane to ethylene, aromatics, and hydrogen. Science 344, 616–619 (2014).

    Article  Google Scholar 

  16. Siahrostami, S. et al. Enabling direct H2O2 production through rational electrocatalyst design. Nat. Mater. 12, 1137–1143 (2013).

    Article  Google Scholar 

  17. Yang, X.-F. et al. Single-atom catalysts: a new frontier in heterogeneous catalysis. Acc. Chem. Res. 46, 1740–1748 (2013).

    Article  Google Scholar 

  18. Campbell, C. T., Parker, S. C. & Starr, D. E. The effect of size-dependent nanoparticle energetics on catalyst sintering. Science 298, 811–814 (2002).

    Article  Google Scholar 

  19. Asoro, M. A., Kovar, D., Shao-Horn, Y., Allard, L. F. & Ferreira, P. J. Coalescence and sintering of Pt nanoparticles: in situ observation by aberration-corrected HAADF STEM. Nanotechnology 21, 025701 (2010).

    Article  Google Scholar 

  20. Simonsen, S. B. et al. Direct observations of oxygen-induced platinum nanoparticle ripening studied by in situ TEM. J. Am. Chem. Soc. 132, 7968–7975 (2010).

    Article  Google Scholar 

  21. Hansen, T. W., De La Riva, A. T., Challa, S. R. & Datye, A. K. Sintering of catalytic nanoparticles: particle migration or ostwald ripening? Acc. Chem. Res. 46, 1720–1730 (2013).

    Article  Google Scholar 

  22. Risse, T., Shaikhutdinov, S., Nilius, N., Sterrer, M. & Freund, H.-J. Gold supported on thin oxide films: from single atoms to nanoparticles. Acc. Chem. Res. 41, 949–956 (2008).

    Article  Google Scholar 

  23. Datye, A. K., Xu, Q., Kharas, K. C. & McCarty, J. M. Particle size distributions in heterogeneous catalysts: what do they tell us about the sintering mechanism? Catal. Today 111, 59–67 (2006).

    Article  Google Scholar 

  24. Nagai, Y. et al. Sintering inhibition mechanism of platinum supported on ceria-based oxide and Pt-oxide–support interaction. J. Catal. 242, 103–109 (2006).

    Article  Google Scholar 

  25. Li, G. & Jin, R. Atomically precise gold nanoclusters as new model catalysts. Acc. Chem. Res. 46, 1749–1758 (2013).

    Article  Google Scholar 

  26. Zhu, Y., Qian, H., Drake, B. A. & Jin, R. Atomically precise Au25(SR)18 nanoparticles as catalysts for the selective hydrogenation of α,β-unsaturated ketones and aldehydes. Angew. Chem. Int. Ed. 49, 1295–1298 (2010).

    Article  Google Scholar 

  27. Lu, J. et al. Coking- and sintering-resistant palladium catalysts achieved through atomic layer deposition. Science 335, 1205–1208 (2012).

    Article  Google Scholar 

  28. Li, Z. et al. Platinum–nickel frame within metal-organic framework fabricated in situ for hydrogen enrichment and molecular sieving. Nat. Commun. 6, 8248 (2015).

    Article  Google Scholar 

  29. Moliner, M. et al. Reversible transformation of Pt nanoparticles into single atoms inside high-silica chabazite zeolite. J. Am. Chem. Soc. 138, 15743–15750 (2016).

    Article  Google Scholar 

  30. Yang, H., Chen, H., Chen, J., Omotoso, O. & Ring, Z. Shape selective and hydrogen spillover approach in the design of sulfur-tolerant hydrogenation catalysts. J. Catal. 243, 36–42 (2006).

    Article  Google Scholar 

  31. Liu, J.-C., Wang, Y.-G. & Li, J. Toward rational design of oxide-supported single-atom catalysts: atomic dispersion of gold on ceria. J. Am. Chem. Soc. 139, 6190–6199 (2017).

    Article  Google Scholar 

  32. Jones, J. et al. Thermally stable single-atom platinum-on-ceria catalysts via atom trapping. Science 353, 150–154 (2016).

    Article  Google Scholar 

  33. Peterson, E. J. et al. Low-temperature carbon monoxide oxidation catalysed by regenerable atomically dispersed palladium on alumina. Nat. Commun. 5, 4885 (2014).

    Article  Google Scholar 

  34. Spezzati, G. et al. Atomically dispersed Pd−O species on CeO2(111) as highly active sites for low-temperature CO oxidation. ACS Catal. 7, 6887–6891 (2017).

    Article  Google Scholar 

  35. Chen, Y. et al. Isolated single iron atoms anchored on N-doped porous carbon as an efficient electrocatalyst for the oxygen reduction reaction. Angew. Chem. Int. Ed. 56, 6937–6941 (2017).

    Article  Google Scholar 

  36. Buffat, P. & Borel, J. P. Size effect on the melting temperature of gold particles. Phys. Rev. A 13, 2287–2298 (1976).

    Article  Google Scholar 

  37. Lefèvre, M., Proietti, E., Jaouen, F. & Dodelet, J.-P. Iron-based catalysts with improved oxygen reduction activity in polymer electrolyte fuel cells. Science 324, 71–74 (2009).

    Article  Google Scholar 

  38. Fei., H. et al. General synthesis and definitive structural identification of MN4C4 single-atom catalysts with tunable electrocatalytic activities. Nat. Catal. 1, 63–72 (2018).

    Article  Google Scholar 

  39. Campbell, C. T. The energetics of supported metal nanoparticles: relationships to sintering rates and catalytic activity. Acc. Chem. Res. 46, 1712–1719 (2013).

    Article  Google Scholar 

  40. Studt, F. et al. Identification of non-precious metal alloy catalysts for selective hydrogenation of acetylene. Science 320, 1320–1322 (2008).

    Article  Google Scholar 

  41. Xu, B., Zhang, Z. & Wang, X. Formamide: an efficient solvent to synthesize water-soluble and sub-ten-nanometer nanocrystals. Nanoscale 5, 4495–4505 (2013).

    Article  Google Scholar 

  42. Ji, W., Qi, W., H. Tang, S., Peng, H. & Li, S. Hydrothermal synthesis of ultrasmall Pt nanoparticles as highly active electrocatalysts for methanol oxidation. Nanomaterials 5, 2203–2211 (2015).

    Article  Google Scholar 

  43. Chavda, N., Trivedi, A., Thakarda, J., Agrawal, Y. K. & Maity, P. Size specific activity of polymer stabilized gold nanoparticles for transfer hydrogenation catalysis. Catal. Lett. 146, 1331–1339 (2016).

    Article  Google Scholar 

  44. Ziaei-Azad, H. & Semagina, N. Bimetallic catalysts: Requirements for stabilizing PVP removal depend on the surface composition. Appl. Catal. A: Gen. 482, 327–335 (2014).

    Article  Google Scholar 

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

    Article  Google Scholar 

  46. Ankudinov, A. L., Ravel, B., Rehr, J. J. & Conradson, S. D. Real-space multiple-scattering calculation and interpretation of x-ray-absorption near-edge structure. Phys. Rev. B 58, 7565–7576 (1998).

    Article  Google Scholar 

  47. Kresse, G. & Joubert, D. From ultrasoft pseudopotentials to the projector augmented-wave method. Phys. Rev. B 59, 1758–1775 (1999).

    Article  Google Scholar 

  48. Perdew, J. P., Burke, K. & Ernzerhof, M. Generalized gradient approximation made simple. Phys. Rev. Lett. 77, 3865–3868 (1996).

    Article  Google Scholar 

  49. 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  Google Scholar 

  50. 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).

    Article  Google Scholar 

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Acknowledgements

This work was supported by China Ministry of Science and Technology under contract 2016YFA (0202801), the National Natural Science Foundation of China (21521091, 21390393, U1463202, 21590792, 91645203), 111 Project (B16028) and the China Postdoctoral Science Foundation (2017M620736). The calculations were performed by using supercomputers at Tsinghua National Laboratory for Information Science and Technology. We thank H. B. Pan, X. S. Zheng and J. F. Zhu from NSRL in Hefei, China for their cooperation on XPS measurements.

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Y.L. and Z.L. conceived the idea and co-wrote the paper. S.W. and Z.L. performed most of the reactions, collected and analysed the data. A.L. and X.H. performed the in situ ETEM characterizations. Y.G., Q.Z. and L.G. performed the aberration-corrected scanning transmission electron microscopy characterizations. J.-C.L., H.X. and J.L. proposed the structural model for the active sites and finished the DFT calculations. W.C., Y.W. and L.Z. carried out the XAFS characterization. The other authors performed some of the experiments, discussed the results and commented on the manuscript.

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Correspondence to Zhi Li or Yadong Li.

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Supplementary Information

Supplementary Figures 1–21, Supplementary Tables 1–2 and Supplementary References

Supplementary Video 1

A movie of TEM images showing Pd-NPs transforming to Pd-SAs taken in the temperature window 100 °C to 1,000 °C under an Ar atmosphere.

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Wei, S., Li, A., Liu, JC. et al. Direct observation of noble metal nanoparticles transforming to thermally stable single atoms. Nature Nanotech 13, 856–861 (2018). https://doi.org/10.1038/s41565-018-0197-9

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