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Dynamic and reversible transformations of subnanometre-sized palladium on ceria for efficient methane removal

Abstract

Reversibly adjusting the active structures of supported metal catalysts in response to dynamic working conditions has long been pursued. Here we report the reaction-environment-modulated transformations of subnanometre-sized Pd on CeO2 for efficient methane removal, leveraging the reaction environments at different stages of automotive exhaust aftertreatment. During the cold start of vehicles, inactive Pd1 single atoms are readily transformed into PdOx subnanometre clusters by CO even at room temperature with excess O2, resulting in boosted low-temperature CH4 oxidation. At elevated temperatures, dispersion of PdOx cluster into Pd1 against metal sintering renders outstanding hydrothermal stability to the catalyst, to be activated during the next vehicle start. Combined experimental and computational studies elucidate the dynamically evolved Pd speciation on CeO2 at an atomic level. Modulating the reversible nature of supported metals helps overcome the long-existing trade-off between low-temperature activity and high-temperature stability, also providing a new paradigm for designing intelligent catalysts that brings single-atom/cluster catalysts closer to real applications.

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Fig. 1: Performance and microscopic characterization of single-atom Pd1/CeO2 catalyst.
Fig. 2: Performance and in situ characterization of single-atom Pd1/CeO2.
Fig. 3: Performance and XAS investigation of single-atom Pd1/CeO2.
Fig. 4: Simulated Pd/CeO2 interfacial evolution in response to reaction conditions.

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Data availability

The authors declare that the data supporting the findings of this study are available within the paper and its supplementary information files or from the corresponding authors upon reasonable request. All optimized structure and corresponding energetics of DFT calculations have been uploaded to the open data base catalysis-hub.org62 via the link https://www.catalysis-hub.org/publications/JiangDynamic2023. Source data are provided with this paper.

References

  1. Jiang, D., Khivantsev, K. & Wang, Y. Low-temperature methane oxidation for efficient emission control in natural gas vehicles: Pd and beyond. ACS Catal. 10, 14304–14314 (2020).

    CAS  Google Scholar 

  2. Pan, D. et al. Methane emissions from natural gas vehicles in China. Nat. Commun. 11, 4588 (2020).

    PubMed  PubMed Central  Google Scholar 

  3. Cargnello, M. et al. Exceptional activity for methane combustion over modular Pd@CeO2 subunits on functionalized Al2O3. Science 337, 713–717 (2012).

    CAS  PubMed  Google Scholar 

  4. Monai, M., Montini, T., Gorte, R. J. & Fornasiero, P. Catalytic oxidation of methane: Pd and beyond. Eur. J. Inorg. Chem. 2018, 2884–2893 (2018).

    CAS  Google Scholar 

  5. Chen, H.-Y., Lu, J., Fedeyko, J. M. & Raj, A. Zeolite supported Pd catalysts for the complete oxidation of methane: a critical review. Appl. Catal. A 633, 118534 (2022).

    CAS  Google Scholar 

  6. Farrauto, R. J. Low-temperature oxidation of methane. Science 337, 659–660 (2012).

    CAS  PubMed  Google Scholar 

  7. DeRita, L. et al. Structural evolution of atomically dispersed Pt catalysts dictates reactivity. Nat. Mater. 18, 746–751 (2019).

    CAS  PubMed  Google Scholar 

  8. Yuan, W. et al. In situ manipulation of the active Au-TiO2 interface with atomic precision during CO oxidation. Science 371, 517–521 (2021).

    CAS  PubMed  Google Scholar 

  9. Wan, G. et al. Reaction-mediated transformation of working catalysts. ACS Catal. 12, 8007–8018 (2022).

    CAS  Google Scholar 

  10. Maurer, F. et al. Tracking the formation, fate and consequence for catalytic activity of Pt single sites on CeO2. Nat. Catal. 3, 824–833 (2020).

    CAS  Google Scholar 

  11. Yan, G. et al. Reaction product-driven restructuring and assisted stabilization of a highly dispersed Rh-on-ceria catalyst. Nat. Catal. 5, 119–127 (2022).

    Google Scholar 

  12. Tang, Y. et al. Rh single atoms on TiO2 dynamically respond to reaction conditions by adapting their site. Nat. Commun. 10, 1–10 (2019).

    Google Scholar 

  13. Jiang, D. et al. Tailoring the local environment of platinum in single-atom Pt1/CeO2 catalysts for robust low-temperature CO oxidation. Angew. Chem. Int. Ed. 60, 26054–26062 (2021).

    CAS  Google Scholar 

  14. Parkinson, G. S. et al. Carbon monoxide-induced adatom sintering in a Pd–Fe3O4 model catalyst. Nat. Mater. 12, 724–728 (2013).

    CAS  PubMed  Google Scholar 

  15. Gänzler, A. M. et al. Tuning the structure of platinum particles on ceria in situ for enhancing the catalytic performance of exhaust gas catalysts. Angew. Chem. Int. Ed. 56, 13078–13082 (2017).

    Google Scholar 

  16. Wang, H. et al. Surpassing the single-atom catalytic activity limit through paired Pt–O–Pt ensemble built from isolated Pt1 atoms. Nat. Commun. 10, 1–12 (2019).

    Google Scholar 

  17. Li, Y. et al. Dynamic structure of active sites in ceria-supported Pt catalysts for the water gas shift reaction. Nat. Commun. 12, 914 (2021).

    CAS  PubMed  PubMed Central  Google Scholar 

  18. Lambert, C. K. Current state of the art and future needs for automotive exhaust catalysis. Nat. Catal. 2, 554–557 (2019).

    CAS  Google Scholar 

  19. Lee, B.-H. et al. Reversible and cooperative photoactivation of single-atom Cu/TiO2 photocatalysts. Nat. Mater. 18, 620–626 (2019).

    CAS  PubMed  Google Scholar 

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

    CAS  PubMed  Google Scholar 

  21. Xiong, Y. et al. Single-atom Rh/N-doped carbon electrocatalyst for formic acid oxidation. Nat. Nanotechnol. 15, 390–397 (2020).

    CAS  PubMed  Google Scholar 

  22. Zhu, C., Fu, S., Shi, Q., Du, D. & Lin, Y. Single-atom electrocatalysts. Angew. Chem. Int. Ed. 56, 13944–13960 (2017).

    CAS  Google Scholar 

  23. Wang, A., Li, J. & Zhang, T. Heterogeneous single-atom catalysis. Nat. Rev. Chem. 2, 65–81 (2018).

    CAS  Google Scholar 

  24. Jeong, H. et al. Highly durable metal ensemble catalysts with full dispersion for automotive applications beyond single-atom catalysts. Nat. Catal. 3, 368–375 (2020).

    CAS  Google Scholar 

  25. Goodman, E. D. et al. Catalyst deactivation via decomposition into single atoms and the role of metal loading. Nat. Catal. 2, 748–755 (2019).

    CAS  Google Scholar 

  26. Pereira-Hernández, X. I. et al. Tuning Pt–CeO2 interactions by high-temperature vapor-phase synthesis for improved reducibility of lattice oxygen. Nat. Commun. 10, 1358 (2019).

    PubMed  PubMed Central  Google Scholar 

  27. Xiong, H., Datye, A. K. & Wang, Y. Thermally stable single-atom heterogeneous catalysts. Adv. Mater. 33, 2004319 (2021).

    CAS  Google Scholar 

  28. Liu, K. et al. Strong metal-support interaction promoted scalable production of thermally stable single-atom catalysts. Nat. Commun. 11, 1263 (2020).

    CAS  PubMed  PubMed Central  Google Scholar 

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

    CAS  PubMed  Google Scholar 

  30. Matam, S. K., Aguirre, M., Weidenkaff, A. & Ferri, D. Revisiting the problem of active sites for methane combustion on Pd/Al2O3 by operando XANES in a lab-scale fixed-bed reactor. J. Phys. Chem. C 114, 9439–9443 (2010).

    CAS  Google Scholar 

  31. Jiang, D. et al. Elucidation of the active sites in single-atom Pd1/CeO2 catalysts for low-temperature CO oxidation. ACS Catal. 10, 11356–11364 (2020).

    CAS  Google Scholar 

  32. Zammit, M. et al. Future Automotive Aftertreatment Solutions: The 150°C Challenge Workshop Report (U.S. DRIVE, 2013).

  33. White, J. J. et al. Natural Gas Converter Performance and Durability. Report No. 0148-7191 (SAE Technical Paper, 1993).

  34. Tan, W. et al. Tuning single-atom Pt1-CeO2 catalyst for efficient CO and C3H6 oxidation: size effect of ceria on Pt structural evolution. ChemNanoMat 6, 1797–1805 (2020).

    CAS  Google Scholar 

  35. Su, Y., Liu, J.-X., Filot, I. A., Zhang, L. & Hensen, E. J. Highly active and stable CH4 oxidation by substitution of Ce4+ by two Pd2+ ions in CeO2 (111). ACS Catal. 8, 6552–6559 (2018).

    CAS  PubMed  PubMed Central  Google Scholar 

  36. 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).

    CAS  PubMed  PubMed Central  Google Scholar 

  37. Xu, J. et al. Operando and kinetic study of low-temperature, lean-burn methane combustion over a Pd/γ-Al2O3 catalyst. ACS Catal. 2, 261–269 (2012).

    CAS  Google Scholar 

  38. Su, Y.-Q., Filot, I. A., Liu, J.-X. & Hensen, E. J. Stable Pd-doped ceria structures for CH4 activation and CO oxidation. ACS Catal. 8, 75–80 (2017).

    PubMed  PubMed Central  Google Scholar 

  39. Jiang, D., Wang, W., Gao, E., Sun, S. & Zhang, L. Highly selective defect-mediated photochemical CO2 conversion over fluorite ceria under ambient conditions. Chem. Commun. 50, 2005–2007 (2014).

    CAS  Google Scholar 

  40. Filtschew, A., Hofmann, K. & Hess, C. Ceria and its defect structure: new insights from a combined spectroscopic approach. J. Phys. Chem. C 120, 6694–6703 (2016).

    CAS  Google Scholar 

  41. Xiong, H. et al. Design considerations for low-temperature hydrocarbon oxidation reactions on Pd based catalysts. Appl. Catal. B 236, 436–444 (2018).

    CAS  Google Scholar 

  42. Lott, P., Dolcet, P., Casapu, M., Grunwaldt, J.-D. & Deutschmann, O. The effect of prereduction on the performance of Pd/Al2O3 and Pd/CeO2 catalysts during methane oxidation. Ind. Eng. Chem. Res. 58, 12561–12570 (2019).

    CAS  Google Scholar 

  43. Xiong, H. et al. Engineering catalyst supports to stabilize PdOx two-dimensional rafts for water-tolerant methane oxidation. Nat. Catal. 4, 830–839 (2021).

    CAS  Google Scholar 

  44. Martin, N. M. et al. Intrinsic ligand effect governing the catalytic activity of Pd oxide thin films. ACS Catal. 4, 3330–3334 (2014).

    CAS  Google Scholar 

  45. Alcala, R. et al. Atomically dispersed dopants for stabilizing ceria surface area. Appl. Catal. B 284, 119722 (2021).

    CAS  Google Scholar 

  46. Gremminger, A. et al. PGM based catalysts for exhaust-gas after-treatment under typical diesel, gasoline and gas engine conditions with focus on methane and formaldehyde oxidation. Appl. Catal. B 265, 118571 (2020).

    CAS  Google Scholar 

  47. Gélin, P. & Primet, M. Complete oxidation of methane at low temperature over noble metal based catalysts: a review. Appl. Catal. B 39, 1–37 (2002).

    Google Scholar 

  48. Hellman, A. et al. The active phase of palladium during methane oxidation. J. Phys. Chem. Lett. 3, 678–682 (2012).

    CAS  PubMed  Google Scholar 

  49. Huang, W. et al. Steam-created grain boundaries for methane C-H activation in palladium catalysts. Science 373, 1518–1523 (2021).

    CAS  PubMed  Google Scholar 

  50. Kim, R. S. et al. Rapid electrochemical methane functionalization involves Pd–Pd bonded intermediates. J. Am. Chem. Soc. 142, 20631–20639 (2020).

    CAS  PubMed  Google Scholar 

  51. Lu, Y. et al. Unraveling the intermediate reaction complexes and critical role of support-derived oxygen atoms in CO oxidation on single-atom Pt/CeO2. ACS Catal. 11, 8701–8715 (2021).

    CAS  Google Scholar 

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

    CAS  Google Scholar 

  53. Kresse, G. & Hafner, J. Ab initio molecular dynamics for liquid metals. Phys. Rev. B 47, 558–561 (1993).

    CAS  Google Scholar 

  54. 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).

    CAS  Google Scholar 

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

    CAS  PubMed  Google Scholar 

  56. Dudarev, S. L., Botton, G. A., Savrasov, S. Y., Humphreys, C. J. & Sutton, A. P. Electron-energy-loss spectra and the structural stability of nickel oxide: An LSDA+U study. Phys. Rev. B 57, 1505–1509 (1998).

    CAS  Google Scholar 

  57. Fabris, S., de Gironcoli, S., Baroni, S., Vicario, G. & Balducci, G. Taming multiple valency with density functionals: a case study of defective ceria. Phys. Rev. B 71, 041102 (2005).

    Google Scholar 

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

    CAS  Google Scholar 

  59. Blöchl, P. E. Projector augmented-wave method. Phys. Rev. B 50, 17953–17979 (1994).

    Google Scholar 

  60. Monkhorst, H. J. & Pack, J. D. Special points for Brillouin-zone integrations. Phys. Rev. B 13, 5188–5192 (1976).

    Google Scholar 

  61. Peterson, A. A., Abild-Pedersen, F., Studt, F., Rossmeisl, J. & Nørskov, J. K. How copper catalyzes the electroreduction of carbon dioxide into hydrocarbon fuels. Energy Environ. Sci. 3, 1311–1315 (2010).

    CAS  Google Scholar 

  62. Winther, K. T. et al. Catalysis-Hub.org, an open electronic structure database for surface reactions. Sci. Data 6, 75 (2019).

    PubMed  PubMed Central  Google Scholar 

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Acknowledgements

This work was supported by the US Department of Energy (DOE), Office of Basic Energy Sciences (SC), Division of Chemical Sciences (grant DE-FG02-05ER15712). C.E.G. and G.W. acknowledge additional support from the US DOE, Office of Energy Efficiency and Renewable Energy, Vehicle Technology Office. G.W. acknowledges the inspiration and support of A. Majumdar and P. A. Pianetta. This research used resources of the Advanced Photon Source, an Office of Science User Facility operated for the US DOE Office of Science by Argonne National Laboratory and was supported by the US DOE under contract DE-AC02-06CH11357, and the Canadian Light Source and its funding partners. F.A.P. and J.H.S acknowledge support from the US DOE, Office of Science, Office of Basic Energy Sciences, Chemical Sciences, Geosciences, and Biosciences Division, Catalysis Science Program to the SUNCAT Center for Interface Science and Catalysis as well as a postdoctoral fellowship from the Knut and Alice Wallenberg Foundation (grant 2019.0586). Use of Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, is supported by the US DOE, Office of Science, Office of Basic Energy Sciences under contract DE-AC02-76SF00515. Computational support is acknowledged from the National Energy Research Scientific Computing Center (computer time allocation m2997), a DOE Office of Science User Facility supported by the Office of Science of the US DOE under contract DE-AC02-05CH11231. The authors also acknowledge W. Huang, A. Hoffman and A. Cho for their valuable discussion on data analysis, and M. H. Engelhard for the help with X-ray photoelectron spectroscopy measurements.

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D.J., G.W., C.J.T., F.A.-P. and Y.W. conceived the research. G.W., C.S. and C.J.T. performed XAS studies. J.H.S. and F.A.-P. performed DFT computation. D.J. and Y.W. planned and supervised the rest of the experimental work. C.E.G.-V. performed AC-STEM and part of catalytic measurements. J.L. performed TEM measurements. J.Z. performed XRD measurements. D.J. synthesized the catalysts and performed catalytic and other analytical measurements. D.J., G.W., J.H.S., C.J.T., F.A.-P. and Y.W. wrote the paper. G.W. and J.H.S. contributed to polishing the paper. All authors discussed the results and commented on the paper.

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Correspondence to Dong Jiang, Frank Abild-Pedersen, Christopher J. Tassone or Yong Wang.

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Nature Catalysis thanks Andrey A. Saraev, Ivo Filot and the other, anonymous, reviewers for their contribution to the peer review of this work.

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Supplementary methods, Notes 1–5, Figs. 1–30, Tables 1–8 and References 1–48.

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Jiang, D., Wan, G., Halldin Stenlid, J. et al. Dynamic and reversible transformations of subnanometre-sized palladium on ceria for efficient methane removal. Nat Catal 6, 618–627 (2023). https://doi.org/10.1038/s41929-023-00983-8

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