Cited by 230Catalysts for Methane ReformingCatalytic Processes in Materials ScienceCatalysis and Oxidation Reactions

Intrinsic Selectivity and Structure Sensitivity of Rhodium Catalysts for C2+ Oxygenate Production

Open access
Yang, Nuoya, Medford, Andrew J., Liu, Xinyan, Studt, Felix, Bligaard, Thomas, Bent, Stacey F., Nørskov, Jens K.·2016·Journal of the American Chemical Society

Abstract

Synthesis gas (CO + H2) conversion is a promising route to converting coal, natural gas, or biomass into synthetic liquid fuels. Rhodium has long been studied as it is the only elemental catalyst that has demonstrated selectivity to ethanol and other C2+ oxygenates. However, the fundamentals of syngas conversion over rhodium are still debated. In this work a microkinetic model is developed for conversion of CO and H2 into methane, ethanol, and acetaldehyde on the Rh (211) and (111) surfaces, chosen to describe steps and close-packed facets on catalyst particles. The model is based on DFT calculations using the BEEF-vdW functional. The mean-field kinetic model includes lateral adsorbate-adsorbate interactions, and the BEEF-vdW error estimation ensemble is used to propagate error from the DFT calculations to the predicted rates. The model shows the Rh(211) surface to be ∼6 orders of magnitude more active than the Rh(111) surface, but highly selective toward methane, while the Rh(111) surface is intrinsically selective toward acetaldehyde. A variety of Rh/SiO2 catalysts are synthesized, tested for catalytic oxygenate production, and characterized using TEM. The experimental results indicate that the Rh(111) surface is intrinsically selective toward acetaldehyde, and a strong inverse correlation between catalytic activity and oxygenate selectivity is observed. Furthermore, iron impurities are shown to play a key role in modulating the selectivity of Rh/SiO2 catalysts toward ethanol. The experimental observations are consistent with the structure-sensitivity predicted from theory. This work provides an improved atomic-scale understanding and new insight into the mechanism, active site, and intrinsic selectivity of syngas conversion over rhodium catalysts and may also guide rational design of alloy catalysts made from more abundant elements.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1021/jacs.5b12087

Cites

59 of 59 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 53

  1. Spivey, J. J.; Egbebi, A. Chem. Soc. Rev. 2007, 36 (9), 1514-1528.
  2. Subramani, V.; Gangwal, S. K. Energy & Fuels 2008, 22 (2), 814-839.
  3. Mohanty, P.; Pant, K. K.; Naik, S. N.; Parikh, J.; Hornung, A.; Sahu, J. N. Renew. Sustain. Energy Rev. 2014, 38, 131-153.
  4. Medford, A. J.; Lausche, A. C.; Abild-Pedersen, F.; Temel, B.; Schjødt, N. C.; Nørskov, J. K.; Studt, F. Top. Catal. 2014, 57 (1-4), 135-142.
  5. Choi, Y.; Liu, P. J. Am. Chem. Soc. 2009, 131 (36), 13054-13061.
  6. Kapur, N.; Hyun, J.; Shan, B.; Nicholas, J. B.; Cho, K. J. Phys. Chem. C 2010, 114, 10171-10182.
  7. Wang, J.; Liu, Z.; Zhang, R.; Wang, B. J. Phys. Chem. C 2014, 118 (211), 22691-22701.
  8. Burch, R.; Petch, M. I. I. Appl. Catal. A Gen. 1992, 88 (1), 39-60.
  9. Haider, M.; Gogate, M.; Davis, R. J. Catal. 2009, 261 (1), 9-16.
  10. Subramanian, N. D.; Gao, J.; Mo, X.; Goodwin, J. G.; Torres, W.; Spivey, J. J. J. Catal. 2010, 272 (2), 204-209.
  11. Yu-hua, D.; De-An, C.; Khi-Rui, T. Appl. Catal. 1987, 35 (1), 77-92.
  12. Yin, H.; Ding, Y.; Luo, H.; Zhu, H.; He, D.; Xiong, J.; Lin, L. Appl. Catal. A Gen. 2003, 243 (1), 155-164.
  13. Huang, Y.; Deng, W.; Guo, E.; Chung, P.-W.; Chen, S.; Trewyn, B. G.; Brown, R. C.; Lin, V. S.-Y. ChemCatChem 2012, 4 (5), 674-680.
  14. Filot, I. a. W.; Broos, R. J. P.; van Rijn, J. P. M.; van Heugten, G. J. H. a.; van Santen, R. a.; Hensen, E. J. M. ACS Catal. 2015, 5, 5453-5467.
  15. Pan, X.; Fan, Z.; Chen, W.; Ding, Y.; Luo, H.; Bao, X. Nat. Mater. 2007, 6 (7), 507-511.
  16. Wang, J.; Zhang, Q.; Wang, Y. Catal. Today 2011, 171 (1), 257-265.
  17. Gao, J.; Mo, X.; Goodwin, J. G. J. Catal. 2009, 268 (1), 142-149.
  18. Martin, A.; Lücke, B.; Jaeger, N. J.; Schulz-Ekloff, G.; Gutschick, D.; Miessner, H.; Liicke, B.; Jaeger, N. J. Catal. Letters 1992, 13 (3), 247-259.
  19. Mo, X.; Gao, J.; Goodwin Jr., J. G. Catal. Today 2009, 147 (2), 139-149.
  20. Liu, Y.; Murata, K.; Inaba, M.; Takahara, I.; Okabe, K. Catal. Today 2011, 164 (1), 308-314.
  21. Nonneman, L. E. Y.; Bastein, A. G. T. M.; Ponec, V.; Burch, R. Appl. Catal. 1990, 62 (1), 23-28.
  22. Jiang, D.; Ding, Y.; Pan, Z.; Chen, W.; Luo, H. Catal. Letters 2007, 121 (3-4), 241-246.
  23. Burch, R.; Petch, M. I. Appl. Catal. A Gen. 1992, 88 (1), 61-76.
  24. Palomino, R. M.; Magee, J. W.; Llorca, J.; Senanayake, S. D.; White, M. G. J. Catal. 2015, 329, 87-94.
  25. Yu, J.; Mao, D.; Han, L.; Guo, Q.; Lu, G. J. Mol. Catal. A Chem. 2013, 367, 38-45.
  26. Zhou, S.; Zhao, H.; Ma, D.; Miao, S.; Cheng, M.; Bao, X. Zeitschrift für Phys. Chemie 2005, 219 (7-2005), 949-961.
  27. Filot, I. A. W.; Shetty, S. G.; Hensen, E. J. M.; van Santen, R. A. J. Phys. Chem. C 2011, 115 (29), 14204-14212.
  28. Wellendorff, J.; Lundgaard, K. T.; Møgelhøj, A.; Petzold, V.; Landis, D. D.; Nørskov, J. K.; Bligaard, T.; Jacobsen, K. W. Phys. Rev. B 2012, 85 (23), 235149.
  29. Wellendorff, J.; Silbaugh, T. L.; Garcia-Pintos, D.; Nørskov, J. K.; Bligaard, T.; Studt, F.; Campbell, C. T. Surf. Sci. 2015, 640, 36-44.
  30. Studt, F.; Abild-Pedersen, F.; Varley, J. B.; Nørskov, J. K. Catal. Letters 2013, 143 (1), 71-73.
  31. Studt, F.; Behrens, M.; Kunkes, E. L.; Thomas, N.; Zander, S.; Tarasov, A.; Schumann, J.; Frei, E.; Varley, J. B.; Abild-Pedersen, F.; Nørskov, J. K.; Schlögl, R. ChemCatChem 2015, 7 (7), 1105-1111.
  32. Medford, A. J.; Wellendorff, J.; Vojvodic, A.; Studt, F.; Abild-Pedersen, F.; Jacobsen, K. W.; Bligaard, T.; Nørskov, J. K. Science 2014, 345 (6193), 197-200.
  33. Giannozzi, P.; Baroni, S.; Bonini, N.; Calandra, M.; Car, R.; Cavazzoni, C.; Ceresoli, D.; Chiarotti, G. L.; Cococcioni, M.; Dabo, I.; Dal Corso, A.; de Gironcoli, S.; Fabris, S.; Fratesi, G.; Gebauer, R.; Gerstmann, U.; Gougoussis, C.; Kokalj, A.; Lazzeri, M.; Martin-Samos, L.; Marzari, N.; Mauri, F.; Mazzarello, R.; Paolini, S.; Pasquarello, A.; Paulatto, L.; Sbraccia, C.; Scandolo, S.; Sclauzero, G.; Seitsonen, A. P.; Smogunov, A.; Umari, P.; Wentzcovitch, R. M. J. Phys. Condens. Matter 2009, 21 (39), 395502.
  34. Monkhorst, H. J.; Pack, J. D. Phys. Rev. B 1976, 13 (12), 5188-5192.
  35. Lee, K.; Murray, É. D.; Kong, L.; Lundqvist, B. I.; Langreth, D. C. Phys. Rev. B 2010, 82 (8), 081101.
  36. Bahn, S. R.; Jacobsen, K. W. Comput. Sci. Eng. 2002, 4 (3), 56-66.
  37. Peterson, A. A. Top. Catal. 2014, 57 (1-4), 40-53.
  38. Koskinen, P.; Mäkinen, V. Comput. Mater. Sci. 2009, 47 (1), 237-253.
  39. Henkelman, G.; Uberuaga, B. P.; Jónsson, H. J. Chem. Phys. 2000, 113 (22), 9901.
  40. Brogaard, R. Y.; Henry, R.; Schuurman, Y.; Medford, A. J.; Moses, P. G.; Beato, P.; Svelle, S.; Nørskov, J. K.; Olsbye, U. J. Catal. 2014, 314, 159-169.
  41. Shomate, C. H. J. Phys. Chem. 1954, 58 (4), 368- 372.
  42. Lausche, A. C.; Medford, A. J.; Khan, T. S.; Xu, Y.; Bligaard, T.; Abild-Pedersen, F.; Nørskov, J. K.; Studt, F. J. Catal. 2013, 307, 275-282.
  43. Mavrikakis, M.; Bäumer, M.; Freund, H.-J.; Nørskov, J. K.; Ba, M. Catal. Letters 2002, 81 (3-4), 153-156.
  44. Hammer, B.; Hansen, L. B.; Nørskov, J. K. Phys. Rev. B 1999, 59 (11), 7413-7421.
  45. Tüshaus, M.; Berndt, W.; Conrad, H.; Bradshaw, A. M.; Persson, B. Appl. Phys. A Solids Surfaces 1990, 51 (2), 91-98.
  46. Sangwal, K. J. Cryst. Growth 1999, 203, 197-212.
  47. Bengaard, H. S.; Nørskov, J. K.; Sehested, J.; Clausen, B. S.; Nielsen, L. P.; Molenbroek, A. M.; Rostrup-Nielsen, J. R. J. Catal. 2002, 209 (2), 365-384.
  48. Luo, H.-Y.; Lin, P.-Z.; Xie, S.-B.; Zhou, H.-W.; Xu, C.- H.; Huang, S.-Y.; Lin, L.-W.; Liang, D.-B.; Yin, P.-L.; Xin, Q. J. Mol. Catal. A Chem. 1997, 122 (2), 115-123.
  49. Schwartz, V.; Campos, A.; Egbebi, A.; Spivey, J. J.; Overbury, S. H. ACS Catal. 2011, 1 (10), 1298-1306.
  50. Chuang, S. C.; Goodwin, J. G.; Wender, I.; Goodwin Jr., J. G.; Wender, I. J. Catal. 1985, 92 (2), 416-421.
  51. Hu, J.; Wang, Y.; Cao, C.; Elliott, D. C.; Stevens, D. J.; White, J. F. Catal. Today 2007, 120 (1), 90-95.
  52. Orita, H.; Naito, S.; Tamaru, K. J. Catal. 1984, 90 (2), 183-193.
  53. Hanaoka, T.; Arakawa, H.; Matsuzaki, T.; Sugi, Y.; Kanno, K.; Abe, Y. Catal. Today 2000, 58 (4), 271-280. Table of Contents

Cited by

Sorted by citations

Authors
Yang, N., Medford, A. J., Liu, X., Studt, F., Bligaard, T., Bent, S. F., & Nørskov, J. K.
Affiliations
  • Stanford University (US)
  • SLAC National Accelerator Laboratory (US)
Corresponding author
Nørskov, Jens K.
Venue
Journal of the American Chemical Society
Published
2016-03-09
Volume
138
Issue
11
Pages
3705-3714
ISSN
  • 0002-7863 (ISSN-L)
  • 1520-5126
OpenAlex
W2266904741
Cited by
230
References
59
Citations by year
2026: 11 · 2025: 19 · 2024: 27 · 2023: 21 · 2022: 22 · 2021: 32 · 2020: 27 · 2019: 26 · 2018: 18 · 2017: 21 · 2016: 6
FWCI
7.91
Type
journal article
Language
en
Open access
Locations
  • Journal of the American Chemical Society (publishedVersion)
  • PubMed (publishedVersion)
  • OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) (submittedVersion)
Funders
  • Basic Energy Sciences
  • U.S. Department of Defense
Topics
  • Physical Sciences › Chemical Engineering › Catalysis › Catalysts for Methane Reforming
  • Physical Sciences › Materials Science › Materials Chemistry › Catalytic Processes in Materials Science
  • Physical Sciences › Chemical Engineering › Catalysis › Catalysis and Oxidation Reactions
Keywords
rhodium catalysts, syngas conversion, C2 oxygenates, ethanol production, acetaldehyde, methane, Rh(111) surface, structure sensitivity, microkinetic model, iron impurities, Rh/SiO2 catalyst, coal liquefaction

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review