Theoretical Investigations of the Electrochemical Reduction of CO on Single Metal Atoms Embedded in Graphene
Abstract
Single transition metal atoms embedded at single vacancies of graphene provide a unique paradigm for catalytic reactions. We present a density functional theory study of such systems for the electrochemical reduction of CO. Theoretical investigations of CO electrochemical reduction are particularly challenging in that electrochemical activation energies are a necessary descriptor of activity. We determined the electrochemical barriers for key proton–electron transfer steps using a state-of-the-art, fully explicit solvent model of the electrochemical interface. The accuracy of GGA-level functionals in describing these systems was also benchmarked against hybrid methods. We find the first proton transfer to form CHO from CO to be a critical step in C1 product formation. On these single atom sites, the corresponding barrier scales more favorably with the CO binding energy than for 211 and 111 transition metal surfaces, in the direction of improved activity. Intermediates and transition states for the hydrogen evolution reaction were found to be less stable than those on transition metals, suggesting a higher selectivity for CO reduction. We present a rate volcano for the production of methane from CO. We identify promising candidates with high activity, stability, and selectivity for the reduction of CO. This work highlights the potential of thesemore »
- Authors:
-
- SUNCAT Center for Interface Science and Catalysis, Department of Chemical Engineering, Stanford University, 443 Via Ortega, Stanford, California 94305, United States, SUNCAT Center for Interface Science and Catalysis, SLAC National Accelerator Laboratory, 2575 Sand Hill Road, Menlo Park, California 94025, United States
- SUNCAT Center for Interface Science and Catalysis, SLAC National Accelerator Laboratory, 2575 Sand Hill Road, Menlo Park, California 94025, United States, Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California 91125, United States
- SUNCAT Center for Interface Science and Catalysis, Department of Chemical Engineering, Stanford University, 443 Via Ortega, Stanford, California 94305, United States
- SUNCAT Center for Interface Science and Catalysis, SLAC National Accelerator Laboratory, 2575 Sand Hill Road, Menlo Park, California 94025, United States
- Publication Date:
- Research Org.:
- SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Stanford Univ., CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES)
- Contributing Org.:
- National Energy Research Scientific Computing Center
- OSTI Identifier:
- 1413820
- Alternate Identifier(s):
- OSTI ID: 1420040; OSTI ID: 1508303
- Grant/Contract Number:
- SC0004993; DGE-114747; AC02-76SF00515
- Resource Type:
- Published Article
- Journal Name:
- ACS Central Science
- Additional Journal Information:
- Journal Name: ACS Central Science Journal Volume: 3 Journal Issue: 12; Journal ID: ISSN 2374-7943
- Publisher:
- American Chemical Society
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY
Citation Formats
Kirk, Charlotte, Chen, Leanne D., Siahrostami, Samira, Karamad, Mohammadreza, Bajdich, Michal, Voss, Johannes, Nørskov, Jens K., and Chan, Karen. Theoretical Investigations of the Electrochemical Reduction of CO on Single Metal Atoms Embedded in Graphene. United States: N. p., 2017.
Web. doi:10.1021/acscentsci.7b00442.
Kirk, Charlotte, Chen, Leanne D., Siahrostami, Samira, Karamad, Mohammadreza, Bajdich, Michal, Voss, Johannes, Nørskov, Jens K., & Chan, Karen. Theoretical Investigations of the Electrochemical Reduction of CO on Single Metal Atoms Embedded in Graphene. United States. https://doi.org/10.1021/acscentsci.7b00442
Kirk, Charlotte, Chen, Leanne D., Siahrostami, Samira, Karamad, Mohammadreza, Bajdich, Michal, Voss, Johannes, Nørskov, Jens K., and Chan, Karen. Mon .
"Theoretical Investigations of the Electrochemical Reduction of CO on Single Metal Atoms Embedded in Graphene". United States. https://doi.org/10.1021/acscentsci.7b00442.
@article{osti_1413820,
title = {Theoretical Investigations of the Electrochemical Reduction of CO on Single Metal Atoms Embedded in Graphene},
author = {Kirk, Charlotte and Chen, Leanne D. and Siahrostami, Samira and Karamad, Mohammadreza and Bajdich, Michal and Voss, Johannes and Nørskov, Jens K. and Chan, Karen},
abstractNote = {Single transition metal atoms embedded at single vacancies of graphene provide a unique paradigm for catalytic reactions. We present a density functional theory study of such systems for the electrochemical reduction of CO. Theoretical investigations of CO electrochemical reduction are particularly challenging in that electrochemical activation energies are a necessary descriptor of activity. We determined the electrochemical barriers for key proton–electron transfer steps using a state-of-the-art, fully explicit solvent model of the electrochemical interface. The accuracy of GGA-level functionals in describing these systems was also benchmarked against hybrid methods. We find the first proton transfer to form CHO from CO to be a critical step in C1 product formation. On these single atom sites, the corresponding barrier scales more favorably with the CO binding energy than for 211 and 111 transition metal surfaces, in the direction of improved activity. Intermediates and transition states for the hydrogen evolution reaction were found to be less stable than those on transition metals, suggesting a higher selectivity for CO reduction. We present a rate volcano for the production of methane from CO. We identify promising candidates with high activity, stability, and selectivity for the reduction of CO. This work highlights the potential of these systems as improved electrocatalysts over pure transition metals for CO reduction.},
doi = {10.1021/acscentsci.7b00442},
journal = {ACS Central Science},
number = 12,
volume = 3,
place = {United States},
year = {Mon Dec 18 00:00:00 EST 2017},
month = {Mon Dec 18 00:00:00 EST 2017}
}
https://doi.org/10.1021/acscentsci.7b00442
Web of Science
Works referenced in this record:
Minima hopping: An efficient search method for the global minimum of the potential energy surface of complex molecular systems
journal, June 2004
- Goedecker, Stefan
- The Journal of Chemical Physics, Vol. 120, Issue 21
Global Optimization of Adsorbate–Surface Structures While Preserving Molecular Identity
journal, October 2013
- Peterson, Andrew A.
- Topics in Catalysis, Vol. 57, Issue 1-4
Theoretical Investigations into Defected Graphene for Electrochemical Reduction of CO 2
journal, October 2017
- Siahrostami, Samira; Jiang, Kun; Karamad, Mohammadreza
- ACS Sustainable Chemistry & Engineering, Vol. 5, Issue 11
Fe-Porphyrin-Based Metal–Organic Framework Films as High-Surface Concentration, Heterogeneous Catalysts for Electrochemical Reduction of CO 2
journal, September 2015
- Hod, Idan; Sampson, Matthew D.; Deria, Pravas
- ACS Catalysis, Vol. 5, Issue 11
Nanostructured transition metal dichalcogenide electrocatalysts for CO 2 reduction in ionic liquid
journal, July 2016
- Asadi, Mohammad; Kim, Kibum; Liu, Cong
- Science, Vol. 353, Issue 6298
Graphene based new energy materials
journal, January 2011
- Sun, Yiqing; Wu, Qiong; Shi, Gaoquan
- Energy & Environmental Science, Vol. 4, Issue 4
Tailoring Metal-Porphyrin-Like Active Sites on Graphene to Improve the Efficiency and Selectivity of Electrochemical CO 2 Reduction
journal, September 2015
- Cheng, Mu-Jeng; Kwon, Youngkook; Head-Gordon, Martin
- The Journal of Physical Chemistry C, Vol. 119, Issue 37
Interplay between nitrogen dopants and native point defects in graphene
journal, April 2012
- Hou, Zhufeng; Wang, Xianlong; Ikeda, Takashi
- Physical Review B, Vol. 85, Issue 16
QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials
journal, September 2009
- Giannozzi, Paolo; Baroni, Stefano; Bonini, Nicola
- Journal of Physics: Condensed Matter, Vol. 21, Issue 39, Article No. 395502
Norm-conserving and ultrasoft pseudopotentials for first-row and transition elements
journal, October 1994
- Kresse, G.; Hafner, J.
- Journal of Physics: Condensed Matter, Vol. 6, Issue 40
Discovery of a Ni-Ga catalyst for carbon dioxide reduction to methanol
journal, March 2014
- Studt, Felix; Sharafutdinov, Irek; Abild-Pedersen, Frank
- Nature Chemistry, Vol. 6, Issue 4
No Confinement Needed: Observation of a Metastable Hydrophobic Wetting Two-Layer Ice on Graphene
journal, September 2009
- Kimmel, Greg A.; Matthiesen, Jesper; Baer, Marcel
- Journal of the American Chemical Society, Vol. 131, Issue 35
Operational constraints and strategies for systems to effect the sustainable, solar-driven reduction of atmospheric CO 2
journal, January 2015
- Chen, Yikai; Lewis, Nathan S.; Xiang, Chengxiang
- Energy & Environmental Science, Vol. 8, Issue 12
Functionalization of Graphene for Efficient Energy Conversion and Storage
journal, September 2012
- Dai, Liming
- Accounts of Chemical Research, Vol. 46, Issue 1
Modeling the electrified solid–liquid interface
journal, November 2008
- Rossmeisl, Jan; Skúlason, Egill; Björketun, Mårten E.
- Chemical Physics Letters, Vol. 466, Issue 1-3
A Gross-Margin Model for Defining Technoeconomic Benchmarks in the Electroreduction of CO 2
journal, June 2016
- Verma, Sumit; Kim, Byoungsu; Jhong, Huei-Ru “Molly”
- ChemSusChem, Vol. 9, Issue 15
CatMAP: A Software Package for Descriptor-Based Microkinetic Mapping of Catalytic Trends
journal, February 2015
- Medford, Andrew J.; Shi, Chuan; Hoffmann, Max J.
- Catalysis Letters, Vol. 145, Issue 3
Gold-doped graphene: A highly stable and active electrocatalysts for the oxygen reduction reaction
journal, April 2015
- Stolbov, Sergey; Alcántara Ortigoza, Marisol
- The Journal of Chemical Physics, Vol. 142, Issue 15
Nitrogen-doped carbon nanotubes functionalized by transition metal atoms: a density functional study
journal, January 2010
- Feng, Hui; Ma, Jing; Hu, Zheng
- Journal of Materials Chemistry, Vol. 20, Issue 9
Doped Graphene as a Material for Oxygen Reduction Reaction in Hydrogen Fuel Cells: A Computational Study
journal, January 2013
- Kaukonen, M.; Krasheninnikov, A. V.; Kauppinen, E.
- ACS Catalysis, Vol. 3, Issue 2
Density functionals for surface science: Exchange-correlation model development with Bayesian error estimation
journal, June 2012
- Wellendorff, Jess; Lundgaard, Keld T.; Møgelhøj, Andreas
- Physical Review B, Vol. 85, Issue 23
A climbing image nudged elastic band method for finding saddle points and minimum energy paths
journal, December 2000
- Henkelman, Graeme; Uberuaga, Blas P.; Jónsson, Hannes
- The Journal of Chemical Physics, Vol. 113, Issue 22, p. 9901-9904
The Importance of the Electrochemical Environment in the Electro-Oxidation of Methanol on Pt(111)
journal, July 2016
- Sakong, Sung; Groß, Axel
- ACS Catalysis, Vol. 6, Issue 8
Assessing the reliability of calculated catalytic ammonia synthesis rates
journal, July 2014
- Medford, A. J.; Wellendorff, J.; Vojvodic, A.
- Science, Vol. 345, Issue 6193
Mechanistic Pathway in the Electrochemical Reduction of CO 2 on RuO 2
journal, June 2015
- Karamad, Mohammadreza; Hansen, Heine A.; Rossmeisl, Jan
- ACS Catalysis, Vol. 5, Issue 7
Electrochemical CO 2 and CO Reduction on Metal-Functionalized Porphyrin-like Graphene
journal, April 2013
- Tripkovic, Vladimir; Vanin, Marco; Karamad, Mohammedreza
- The Journal of Physical Chemistry C, Vol. 117, Issue 18
Imaging Ice-Like Structures Formed on HOPG at Room Temperature
journal, November 2010
- Teschke, Omar
- Langmuir, Vol. 26, Issue 22
Graphene-based nanomaterials for energy storage
journal, January 2011
- Pumera, Martin
- Energy Environ. Sci., Vol. 4, Issue 3
Transition Metal (Mn, Fe, Co, Ni)-Doped Graphene Hybrids for Electrocatalysis
journal, March 2013
- Toh, Rou Jun; Poh, Hwee Ling; Sofer, Zdeněk
- Chemistry - An Asian Journal, Vol. 8, Issue 6
Three dimensional graphene based materials: Synthesis and applications from energy storage and conversion to electrochemical sensor and environmental remediation
journal, July 2015
- Wang, Hou; Yuan, Xingzhong; Zeng, Guangming
- Advances in Colloid and Interface Science, Vol. 221
An object-oriented scripting interface to a legacy electronic structure code
journal, January 2002
- Bahn, S. R.; Jacobsen, K. W.
- Computing in Science & Engineering, Vol. 4, Issue 3
Controllable N-Doping of Graphene
journal, December 2010
- Guo, Beidou; Liu, Qian; Chen, Erdan
- Nano Letters, Vol. 10, Issue 12
Covalent organic frameworks comprising cobalt porphyrins for catalytic CO 2 reduction in water
journal, August 2015
- Lin, Song; Diercks, Christian S.; Zhang, Yue-Biao
- Science, Vol. 349, Issue 6253
Pseudopotentials for high-throughput DFT calculations
journal, January 2014
- Garrity, Kevin F.; Bennett, Joseph W.; Rabe, Karin M.
- Computational Materials Science, Vol. 81
Nitrogen-Doped Graphene and Its Application in Electrochemical Biosensing
journal, March 2010
- Wang, Ying; Shao, Yuyan; Matson, Dean W.
- ACS Nano, Vol. 4, Issue 4
Proton Transfer in a Two-Dimensional Hydrogen-Bonding Network: Water and Hydroxyl on a Pt(111) Surface
journal, March 2008
- Nagasaka, M.; Kondoh, H.; Amemiya, K.
- Physical Review Letters, Vol. 100, Issue 10
Molybdenum Sulfides and Selenides as Possible Electrocatalysts for CO 2 Reduction
journal, July 2014
- Chan, Karen; Tsai, Charlie; Hansen, Heine A.
- ChemCatChem, Vol. 6, Issue 7
One- and Two-Dimensional Diffusion of Metal Atoms in Graphene
journal, May 2008
- Gan, Yanjie; Sun, Litao; Banhart, Florian
- Small, Vol. 4, Issue 5
Proton Transfer 200 Years after von Grotthuss: Insights from Ab Initio Simulations
journal, September 2006
- Marx, Dominik
- ChemPhysChem, Vol. 7, Issue 9
Ultrasoft pseudopotentials and projector augmented-wave data sets: application to diatomic molecules
journal, October 2011
- Ahmed Adllan, Alwaleed; Dal Corso, Andrea
- Journal of Physics: Condensed Matter, Vol. 23, Issue 42
Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set
journal, July 1996
- Kresse, G.; Furthmüller, J.
- Computational Materials Science, Vol. 6, Issue 1, p. 15-50
Influence of the exchange screening parameter on the performance of screened hybrid functionals
journal, December 2006
- Krukau, Aliaksandr V.; Vydrov, Oleg A.; Izmaylov, Artur F.
- The Journal of Chemical Physics, Vol. 125, Issue 22
Special points for Brillouin-zone integrations
journal, June 1976
- Monkhorst, Hendrik J.; Pack, James D.
- Physical Review B, Vol. 13, Issue 12, p. 5188-5192
An overview of graphene in energy production and storage applications
journal, June 2011
- Brownson, Dale A. C.; Kampouris, Dimitrios K.; Banks, Craig E.
- Journal of Power Sources, Vol. 196, Issue 11
Ab initio molecular dynamics for open-shell transition metals
journal, November 1993
- Kresse, G.; Hafner, J.
- Physical Review B, Vol. 48, Issue 17
Machine-Learning Methods Enable Exhaustive Searches for Active Bimetallic Facets and Reveal Active Site Motifs for CO 2 Reduction
journal, August 2017
- Ulissi, Zachary W.; Tang, Michael T.; Xiao, Jianping
- ACS Catalysis, Vol. 7, Issue 10
Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set
journal, October 1996
- Kresse, G.; Furthmüller, J.
- Physical Review B, Vol. 54, Issue 16, p. 11169-11186
Noble metal (Pd, Ru, Rh, Pt, Au, Ag) doped graphene hybrids for electrocatalysis
journal, January 2012
- Giovanni, Marcella; Poh, Hwee Ling; Ambrosi, Adriano
- Nanoscale, Vol. 4, Issue 16
Robust carbon dioxide reduction on molybdenum disulphide edges
journal, July 2014
- Asadi, Mohammad; Kumar, Bijandra; Behranginia, Amirhossein
- Nature Communications, Vol. 5, Issue 1
Trapping of Metal Atoms in Vacancies of Carbon Nanotubes and Graphene
journal, May 2010
- Rodríguez-Manzo, Julio A.; Cretu, Ovidiu; Banhart, Florian
- ACS Nano, Vol. 4, Issue 6
Electrocatalytic reduction of carbon dioxide to carbon monoxide and methane at an immobilized cobalt protoporphyrin
journal, September 2015
- Shen, Jing; Kortlever, Ruud; Kas, Recep
- Nature Communications, Vol. 6, Issue 1
Work function, electronegativity, and electrochemical behaviour of metals
journal, December 1971
- Trasatti, Sergio
- Journal of Electroanalytical Chemistry and Interfacial Electrochemistry, Vol. 33, Issue 2
Electrochemical Barriers Made Simple
journal, June 2015
- Chan, Karen; Nørskov, Jens K.
- The Journal of Physical Chemistry Letters, Vol. 6, Issue 14
Antimony-doped graphene nanoplatelets
journal, May 2015
- Jeon, In-Yup; Choi, Min; Choi, Hyun-Jung
- Nature Communications, Vol. 6, Issue 1
Single-Atom Pd 1 /Graphene Catalyst Achieved by Atomic Layer Deposition: Remarkable Performance in Selective Hydrogenation of 1,3-Butadiene
journal, August 2015
- Yan, Huan; Cheng, Hao; Yi, Hong
- Journal of the American Chemical Society, Vol. 137, Issue 33
Enhanced Electrochemical Methanation of Carbon Dioxide with a Dispersible Nanoscale Copper Catalyst
journal, September 2014
- Manthiram, Karthish; Beberwyck, Brandon J.; Alivisatos, A. Paul
- Journal of the American Chemical Society, Vol. 136, Issue 38
How copper catalyzes the electroreduction of carbon dioxide into hydrocarbon fuels
journal, January 2010
- Peterson, Andrew A.; Abild-Pedersen, Frank; Studt, Felix
- Energy & Environmental Science, Vol. 3, Issue 9
Single-atom Catalysis Using Pt/Graphene Achieved through Atomic Layer Deposition
journal, May 2013
- Sun, Shuhui; Zhang, Gaixia; Gauquelin, Nicolas
- Scientific Reports, Vol. 3, Issue 1
Understanding catalysed growth of single-wall carbon nanotubes
journal, June 2005
- Zhao, J.; Martinez-Limia, A.; Balbuena, P. B.
- Nanotechnology, Vol. 16, Issue 7
Nucleation and Growth of Single-Walled Carbon Nanotubes: A Molecular Dynamics Study
journal, November 2004
- Ding, Feng; Bolton, Kim; Rosén, Arne
- The Journal of Physical Chemistry B, Vol. 108, Issue 45
Origin of the Overpotential for Oxygen Reduction at a Fuel-Cell Cathode
journal, November 2004
- Nørskov, J. K.; Rossmeisl, J.; Logadottir, A.
- The Journal of Physical Chemistry B, Vol. 108, Issue 46
New insights into the electrochemical reduction of carbon dioxide on metallic copper surfaces
journal, January 2012
- Kuhl, Kendra P.; Cave, Etosha R.; Abram, David N.
- Energy & Environmental Science, Vol. 5, Issue 5
Embedding Transition-Metal Atoms in Graphene: Structure, Bonding, and Magnetism
journal, March 2009
- Krasheninnikov, A. V.; Lehtinen, P. O.; Foster, A. S.
- Physical Review Letters, Vol. 102, Issue 12
Understanding trends in electrochemical carbon dioxide reduction rates
journal, May 2017
- Liu, Xinyan; Xiao, Jianping; Peng, Hongjie
- Nature Communications, Vol. 8, Issue 1
A new mechanism for the selectivity to C1 and C2 species in the electrochemical reduction of carbon dioxide on copper electrodes
journal, January 2011
- Schouten, K. J. P.; Kwon, Y.; van der Ham, C. J. M.
- Chemical Science, Vol. 2, Issue 10
Metal-Doped Nitrogenated Carbon as an Efficient Catalyst for Direct CO 2 Electroreduction to CO and Hydrocarbons
journal, July 2015
- Varela, Ana Sofia; Ranjbar Sahraie, Nastaran; Steinberg, Julian
- Angewandte Chemie International Edition, Vol. 54, Issue 37
The structure of water at a Pt(111) electrode and the potential of zero charge studied from first principles
journal, May 2016
- Sakong, Sung; Forster-Tonigold, Katrin; Groß, Axel
- The Journal of Chemical Physics, Vol. 144, Issue 19
Frontiers, Opportunities, and Challenges in Biochemical and Chemical Catalysis of CO 2 Fixation
journal, June 2013
- Appel, Aaron M.; Bercaw, John E.; Bocarsly, Andrew B.
- Chemical Reviews, Vol. 113, Issue 8
Interfacial Electrochemistry
book, January 2010
- Schmickler, Wolfgang; Santos, Elizabeth
- Springer Berlin, Heidelberg
Noble metal nanoparticles/carbon nanotubes nanohybrids: Synthesis and applications
journal, February 2011
- Wu, Bohua; Kuang, Yinjie; Zhang, Xiaohua
- Nano Today, Vol. 6, Issue 1