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Title: Electrochemical CO2 Reduction over Metal-/Nitrogen-Doped Graphene Single-Atom Catalysts Modeled Using the Grand-Canonical Density Functional Theory

Abstract

Renewably driven, electrochemical conversion of carbon dioxide to value-added products is expected to be a critical tool in global decarbonization. However, theoretical studies based on the computational hydrogen electrode (CHE) largely ignore the nonlinear effects of the applied potential on the calculated results, leading to inaccurate predictions of catalytic behavior or mechanistic pathways. Here, we use grand canonical density functional theory (GC-DFT) to model electrochemical CO2 reduction (CO2R) over metal- and nitrogen-doped graphene catalysts (MNCs) and explicitly include the effects of the applied potential. We used GC-DFT to compute the CO2R to CO reaction intermediate energies at –0.3, –0.7 and –1.2 VSHE catalyzed by MNCs each doped with one of the ten 3d block metals coordinated by four pyridinic nitrogen atoms. Our results predict that Sc-, Ti-, Co-, Cu-, and Zn-N4Cs effectively catalyze CO2R at moderate to large reducing potentials (–0.7 to –1.2 VSHE). ZnN4C is a particularly promising electrocatalyst for CO2R to CO both at low and moderate applied potentials based on our thermodynamic analysis. Our findings also explain the observed pH independence of CO production over FeN4C and predict that the rate determining step of CO2R over FeN4C is not *CO2- formation but rather *CO desorption. Additionally, themore » GC-DFT computed density of states analysis illustrates how the electronic states of MNCs and adsorbates change non-uniformly with applied potential, resulting in a significantly increased *CO2- stability relative to other intermediates and demonstrating that formation of the adsorbed *CO2- anion is critical to CO2R activation. Furthermore, this work demonstrates how GC-DFT paves the way for physically realistic and accurate theoretical simulations of reacting electrochemical systems.« less

Authors:
ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3];  [1]; ORCiD logo [4]; ORCiD logo [1]
  1. Univ. of Colorado, Boulder, CO (United States)
  2. Univ. of Colorado, Boulder, CO (United States); King Fahd Univ. of Petroleum and Minerals, Dhahran (Saudi Arabia)
  3. Univ. of Colorado, Boulder, CO (United States); Kuwait Univ., Safat (Kuwait)
  4. Univ. of Colorado, Boulder, CO (United States); National Renewable Energy Lab. (NREL), Golden, CO (United States); Delft Univ. of Technology (The Netherlands)
Publication Date:
Research Org.:
Univ. of Colorado, Boulder, CO (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES); National Science Foundation (NSF)
OSTI Identifier:
1879981
Grant/Contract Number:  
SC0022247; ACI-1532235; ACI-1532236
Resource Type:
Accepted Manuscript
Journal Name:
ACS Catalysis
Additional Journal Information:
Journal Volume: 12; Journal ID: ISSN 2155-5435
Publisher:
American Chemical Society (ACS)
Country of Publication:
United States
Language:
English
Subject:
10 SYNTHETIC FUELS; 25 ENERGY STORAGE; 36 MATERIALS SCIENCE; 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; electrocatalysis; computational chemistry; single-atom catalysts; electrochemistry; grand canonical density functional theory; DFT calculations; surface chemistry; CO2 reduction; catalysts; energy; free energy; metals; transition metals

Citation Formats

Brimley, Paige, Almajed, Hussain, Alsunni, Yousef, Alherz, Abdulaziz W., Bare, Zachary J. L., Smith, Wilson A., and Musgrave, Charles B. Electrochemical CO2 Reduction over Metal-/Nitrogen-Doped Graphene Single-Atom Catalysts Modeled Using the Grand-Canonical Density Functional Theory. United States: N. p., 2022. Web. doi:10.1021/acscatal.2c01832.
Brimley, Paige, Almajed, Hussain, Alsunni, Yousef, Alherz, Abdulaziz W., Bare, Zachary J. L., Smith, Wilson A., & Musgrave, Charles B. Electrochemical CO2 Reduction over Metal-/Nitrogen-Doped Graphene Single-Atom Catalysts Modeled Using the Grand-Canonical Density Functional Theory. United States. https://doi.org/10.1021/acscatal.2c01832
Brimley, Paige, Almajed, Hussain, Alsunni, Yousef, Alherz, Abdulaziz W., Bare, Zachary J. L., Smith, Wilson A., and Musgrave, Charles B. Thu . "Electrochemical CO2 Reduction over Metal-/Nitrogen-Doped Graphene Single-Atom Catalysts Modeled Using the Grand-Canonical Density Functional Theory". United States. https://doi.org/10.1021/acscatal.2c01832. https://www.osti.gov/servlets/purl/1879981.
@article{osti_1879981,
title = {Electrochemical CO2 Reduction over Metal-/Nitrogen-Doped Graphene Single-Atom Catalysts Modeled Using the Grand-Canonical Density Functional Theory},
author = {Brimley, Paige and Almajed, Hussain and Alsunni, Yousef and Alherz, Abdulaziz W. and Bare, Zachary J. L. and Smith, Wilson A. and Musgrave, Charles B.},
abstractNote = {Renewably driven, electrochemical conversion of carbon dioxide to value-added products is expected to be a critical tool in global decarbonization. However, theoretical studies based on the computational hydrogen electrode (CHE) largely ignore the nonlinear effects of the applied potential on the calculated results, leading to inaccurate predictions of catalytic behavior or mechanistic pathways. Here, we use grand canonical density functional theory (GC-DFT) to model electrochemical CO2 reduction (CO2R) over metal- and nitrogen-doped graphene catalysts (MNCs) and explicitly include the effects of the applied potential. We used GC-DFT to compute the CO2R to CO reaction intermediate energies at –0.3, –0.7 and –1.2 VSHE catalyzed by MNCs each doped with one of the ten 3d block metals coordinated by four pyridinic nitrogen atoms. Our results predict that Sc-, Ti-, Co-, Cu-, and Zn-N4Cs effectively catalyze CO2R at moderate to large reducing potentials (–0.7 to –1.2 VSHE). ZnN4C is a particularly promising electrocatalyst for CO2R to CO both at low and moderate applied potentials based on our thermodynamic analysis. Our findings also explain the observed pH independence of CO production over FeN4C and predict that the rate determining step of CO2R over FeN4C is not *CO2- formation but rather *CO desorption. Additionally, the GC-DFT computed density of states analysis illustrates how the electronic states of MNCs and adsorbates change non-uniformly with applied potential, resulting in a significantly increased *CO2- stability relative to other intermediates and demonstrating that formation of the adsorbed *CO2- anion is critical to CO2R activation. Furthermore, this work demonstrates how GC-DFT paves the way for physically realistic and accurate theoretical simulations of reacting electrochemical systems.},
doi = {10.1021/acscatal.2c01832},
journal = {ACS Catalysis},
number = ,
volume = 12,
place = {United States},
year = {Thu Aug 04 00:00:00 EDT 2022},
month = {Thu Aug 04 00:00:00 EDT 2022}
}

Works referenced in this record:

Prospects of CO2 Utilization via Direct Heterogeneous Electrochemical Reduction
journal, December 2010

  • Whipple, Devin T.; Kenis, Paul J. A.
  • The Journal of Physical Chemistry Letters, Vol. 1, Issue 24, p. 3451-3458
  • DOI: 10.1021/jz1012627

Electrochemical Reduction of CO 2 on Metal-Nitrogen-Doped Carbon Catalysts
journal, June 2019


Electrocatalytic Conversion of Carbon Dioxide to Methane and Methanol on Transition Metal Surfaces
journal, August 2014

  • Kuhl, Kendra P.; Hatsukade, Toru; Cave, Etosha R.
  • Journal of the American Chemical Society, Vol. 136, Issue 40
  • DOI: 10.1021/ja505791r

A selective and efficient electrocatalyst for carbon dioxide reduction
journal, January 2014

  • Lu, Qi; Rosen, Jonathan; Zhou, Yang
  • Nature Communications, Vol. 5, Issue 1
  • DOI: 10.1038/ncomms4242

Addressing the terawatt challenge: scalability in the supply of chemical elements for renewable energy
journal, January 2012

  • Vesborg, Peter C. K.; Jaramillo, Thomas F.
  • RSC Advances, Vol. 2, Issue 21
  • DOI: 10.1039/c2ra20839c

Electrocatalytic process of CO selectivity in electrochemical reduction of CO2 at metal electrodes in aqueous media
journal, August 1994

  • Hori, Yoshio; Wakebe, Hidetoshi; Tsukamoto, Toshio
  • Electrochimica Acta, Vol. 39, Issue 11-12, p. 1833-1839
  • DOI: 10.1016/0013-4686(94)85172-7

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
  • DOI: 10.1021/jp306172k

Porphyrins as Catalysts in Scalable Organic Reactions
journal, March 2016

  • Barona-Castaño, Juan; Carmona-Vargas, Christian; Brocksom, Timothy
  • Molecules, Vol. 21, Issue 3
  • DOI: 10.3390/molecules21030310

Unraveling Mechanistic Reaction Pathways of the Electrochemical CO 2 Reduction on Fe–N–C Single-Site Catalysts
journal, June 2019


Highly Efficient CO 2 Electroreduction on ZnN 4 -based Single-Atom Catalyst
journal, August 2018

  • Yang, Fa; Song, Ping; Liu, Xiaozhi
  • Angewandte Chemie International Edition, Vol. 57, Issue 38
  • DOI: 10.1002/anie.201805871

Zinc-Coordinated Nitrogen-Codoped Graphene as an Efficient Catalyst for Selective Electrochemical Reduction of CO 2 to CO
journal, July 2018


Volcano Trend in Electrocatalytic CO 2 Reduction Activity over Atomically Dispersed Metal Sites on Nitrogen-Doped Carbon
journal, September 2019


Efficient CO 2 to CO electrolysis on solid Ni–N–C catalysts at industrial current densities
journal, January 2019

  • Möller, Tim; Ju, Wen; Bagger, Alexander
  • Energy & Environmental Science, Vol. 12, Issue 2
  • DOI: 10.1039/c8ee02662a

Atomically dispersed Ni(i) as the active site for electrochemical CO2 reduction
journal, February 2018


Facile synthesis of single-nickel-atomic dispersed N-doped carbon framework for efficient electrochemical CO2 reduction
journal, February 2019


Nickel-Nitrogen-Modified Graphene: An Efficient Electrocatalyst for the Reduction of Carbon Dioxide to Carbon Monoxide
journal, September 2016


Coordinatively unsaturated nickel–nitrogen sites towards selective and high-rate CO 2 electroreduction
journal, January 2018

  • Yan, Chengcheng; Li, Haobo; Ye, Yifan
  • Energy & Environmental Science, Vol. 11, Issue 5
  • DOI: 10.1039/c8ee00133b

A Mn-N3 single-atom catalyst embedded in graphitic carbon nitride for efficient CO2 electroreduction
journal, August 2020


Single-atom-Ni-decorated, nitrogen-doped carbon layers for efficient electrocatalytic CO2 reduction reaction
journal, July 2020


Transition metal-based catalysts for the electrochemical CO 2 reduction: from atoms and molecules to nanostructured materials
journal, January 2020

  • Franco, Federico; Rettenmaier, Clara; Jeon, Hyo Sang
  • Chemical Society Reviews, Vol. 49, Issue 19
  • DOI: 10.1039/D0CS00835D

Stability, Electronic and Magnetic Properties of In-Plane Defects in Graphene: A First-Principles Study
journal, March 2012

  • Kattel, Shyam; Atanassov, Plamen; Kiefer, Boris
  • The Journal of Physical Chemistry C, Vol. 116, Issue 14
  • DOI: 10.1021/jp2121609

Single site porphyrine-like structures advantages over metals for selective electrochemical CO2 reduction
journal, June 2017


Electrocatalytic Reduction of CO 2 to CO over Ag(110) and Cu(211) Modeled by Grand-Canonical Density Functional Theory
journal, October 2021

  • Alsunni, Yousef A.; Alherz, Abdulaziz W.; Musgrave, Charles B.
  • The Journal of Physical Chemistry C, Vol. 125, Issue 43
  • DOI: 10.1021/acs.jpcc.1c07484

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
  • DOI: 10.1021/jp047349j

JDFTx: Software for joint density-functional theory
journal, January 2017


Grand canonical electronic density-functional theory: Algorithms and applications to electrochemistry
journal, March 2017

  • Sundararaman, Ravishankar; Goddard, William A.; Arias, Tomas A.
  • The Journal of Chemical Physics, Vol. 146, Issue 11
  • DOI: 10.1063/1.4978411

The electrochemical interface in first-principles calculations
journal, May 2020


A Graphene‐Supported Single‐Atom FeN 5 Catalytic Site for Efficient Electrochemical CO 2 Reduction
journal, October 2019

  • Zhang, Huinian; Li, Jing; Xi, Shibo
  • Angewandte Chemie International Edition, Vol. 58, Issue 42
  • DOI: 10.1002/anie.201906079

Exclusive Ni–N 4 Sites Realize Near-Unity CO Selectivity for Electrochemical CO 2 Reduction
journal, October 2017

  • Li, Xiaogang; Bi, Wentuan; Chen, Minglong
  • Journal of the American Chemical Society, Vol. 139, Issue 42
  • DOI: 10.1021/jacs.7b09074

Electrochemical CO 2 reduction on graphdiyne: a DFT study
journal, January 2021

  • Liu, Tianfu; Wang, Qi; Wang, Guoxiong
  • Green Chemistry, Vol. 23, Issue 3
  • DOI: 10.1039/d0gc03742g

Catalytic Mechanisms and Design Principles for Single‐Atom Catalysts in Highly Efficient CO 2 Conversion
journal, October 2019

  • Gong, Lele; Zhang, Detao; Lin, Chun‐Yu
  • Advanced Energy Materials, Vol. 9, Issue 44
  • DOI: 10.1002/aenm.201902625

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
  • DOI: 10.1039/c0ee00071j

Modeling the effect of surface CO coverage on the electrocatalytic reduction of CO 2 to CO on Pd surfaces
journal, January 2019

  • Liu, Hong; Liu, Jian; Yang, Bo
  • Physical Chemistry Chemical Physics, Vol. 21, Issue 19
  • DOI: 10.1039/c8cp07427e

Unified Approach to Implicit and Explicit Solvent Simulations of Electrochemical Reaction Energetics
journal, October 2019

  • Gauthier, Joseph A.; Dickens, Colin F.; Heenen, Hendrik H.
  • Journal of Chemical Theory and Computation, Vol. 15, Issue 12
  • DOI: 10.1021/acs.jctc.9b00717

Dipole-Field Interactions Determine the CO 2 Reduction Activity of 2D Fe–N–C Single-Atom Catalysts
journal, June 2020

  • Vijay, Sudarshan; Gauthier, Joseph A.; Heenen, Hendrik H.
  • ACS Catalysis, Vol. 10, Issue 14
  • DOI: 10.1021/acscatal.0c01375

Theoretical insight on reactivity trends in CO 2 electroreduction across transition metals
journal, January 2016

  • Akhade, Sneha A.; Luo, Wenjia; Nie, Xiaowa
  • Catalysis Science & Technology, Vol. 6, Issue 4
  • DOI: 10.1039/c5cy01339a

Stable and Efficient Single-Atom Zn Catalyst for CO 2 Reduction to CH 4
journal, June 2020

  • Han, Lili; Song, Shoujie; Liu, Mingjie
  • Journal of the American Chemical Society, Vol. 142, Issue 29
  • DOI: 10.1021/jacs.9b12111

The charge-asymmetric nonlocally determined local-electric (CANDLE) solvation model
journal, February 2015

  • Sundararaman, Ravishankar; Goddard, William A.
  • The Journal of Chemical Physics, Vol. 142, Issue 6
  • DOI: 10.1063/1.4907731

Generalized Gradient Approximation Made Simple
journal, October 1996

  • Perdew, John P.; Burke, Kieron; Ernzerhof, Matthias
  • Physical Review Letters, Vol. 77, Issue 18, p. 3865-3868
  • DOI: 10.1103/physrevlett.77.3865

A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu
journal, April 2010

  • Grimme, Stefan; Antony, Jens; Ehrlich, Stephan
  • The Journal of Chemical Physics, Vol. 132, Issue 15
  • DOI: 10.1063/1.3382344

Understanding cation effects in electrochemical CO 2 reduction
journal, January 2019

  • Ringe, Stefan; Clark, Ezra L.; Resasco, Joaquin
  • Energy & Environmental Science, Vol. 12, Issue 10
  • DOI: 10.1039/c9ee01341e

Effect of Cations on the Electrochemical Conversion of CO2 to CO
journal, November 2012

  • Thorson, M. R.; Siil, K. I.; Kenis, P. J. A.
  • Journal of the Electrochemical Society, Vol. 160, Issue 1, p. F69-F74
  • DOI: 10.1149/2.052301jes

Product Selectivity Affected by Cationic Species in Electrochemical Reduction of CO 2 and CO at a Cu Electrode
journal, January 1991

  • Murata, Akira; Hori, Yoshio
  • Bulletin of the Chemical Society of Japan, Vol. 64, Issue 1
  • DOI: 10.1246/bcsj.64.123

DFT Study on the Mechanism of the Electrochemical Reduction of CO 2 Catalyzed by Cobalt Porphyrins
journal, February 2016

  • Shen, Jing; Kolb, Manuel J.; Göttle, Adrien J.
  • The Journal of Physical Chemistry C, Vol. 120, Issue 29
  • DOI: 10.1021/acs.jpcc.5b10763

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
  • DOI: 10.1038/ncomms9177

Transition-Metal Single Atoms in a Graphene Shell as Active Centers for Highly Efficient Artificial Photosynthesis
journal, December 2017


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
  • DOI: 10.1021/acssuschemeng.7b03031

Single transition metal atom catalysts on Ti2CN2 for efficient CO2 reduction reaction
journal, April 2021


Identification of champion transition metals centers in metal and nitrogen-codoped carbon catalysts for CO2 reduction
journal, June 2018


Manganese acting as a high-performance heterogeneous electrocatalyst in carbon dioxide reduction
journal, July 2019


Cobalt−Porphyrin Catalyzed Electrochemical Reduction of Carbon Dioxide in Water. 1. A Density Functional Study of Intermediates
journal, September 2010

  • Nielsen, Ida M. B.; Leung, Kevin
  • The Journal of Physical Chemistry A, Vol. 114, Issue 37
  • DOI: 10.1021/jp101180m

Proton-coupled electron transfer in the electrocatalysis of CO 2 reduction: prediction of sequential vs. concerted pathways using DFT
journal, January 2017

  • Göttle, Adrien J.; Koper, Marc T. M.
  • Chemical Science, Vol. 8, Issue 1
  • DOI: 10.1039/c6sc02984a

Understanding activity and selectivity of metal-nitrogen-doped carbon catalysts for electrochemical reduction of CO2
journal, October 2017


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
  • DOI: 10.1002/anie.201502099

Highly selective and active CO2 reduction electrocatalysts based on cobalt phthalocyanine/carbon nanotube hybrid structures
journal, March 2017

  • Zhang, Xing; Wu, Zishan; Zhang, Xiao
  • Nature Communications, Vol. 8, Issue 1
  • DOI: 10.1038/ncomms14675

High-Performance Electrochemical CO 2 Reduction Cells Based on Non-noble Metal Catalysts
journal, September 2018


Simultaneous Reduction of CO 2 and Splitting of H 2 O by a Single Immobilized Cobalt Phthalocyanine Electrocatalyst
journal, April 2016

  • Morlanés, Natalia; Takanabe, Kazuhiro; Rodionov, Valentin
  • ACS Catalysis, Vol. 6, Issue 5
  • DOI: 10.1021/acscatal.6b00543

CO2 electrochemical catalytic reduction with a highly active cobalt phthalocyanine
journal, August 2019


CO Poisoning Effects on FeNC and CN x ORR Catalysts: A Combined Experimental–Computational Study
journal, July 2016

  • Zhang, Qiang; Mamtani, Kuldeep; Jain, Deeksha
  • The Journal of Physical Chemistry C, Vol. 120, Issue 28
  • DOI: 10.1021/acs.jpcc.6b03933

Carbon dioxide electroreduction on single-atom nickel decorated carbon membranes with industry compatible current densities
journal, January 2020


Reaction mechanism and kinetics for CO2 reduction on nickel single atom catalysts from quantum mechanics
journal, May 2020


Regulating the Coordination Environment of MOF‐Templated Single‐Atom Nickel Electrocatalysts for Boosting CO 2 Reduction
journal, February 2020

  • Gong, Yun‐Nan; Jiao, Long; Qian, Yunyang
  • Angewandte Chemie International Edition, Vol. 59, Issue 7
  • DOI: 10.1002/anie.201914977

Unveiling the Active Structure of Single Nickel Atom Catalysis: Critical Roles of Charge Capacity and Hydrogen Bonding
journal, March 2020

  • Zhao, Xunhua; Liu, Yuanyue
  • Journal of the American Chemical Society, Vol. 142, Issue 12
  • DOI: 10.1021/jacs.9b13872

Substantial Impact of Charge on Electrochemical Reactions of Two-Dimensional Materials
journal, June 2018

  • Kim, Donghoon; Shi, Jianjian; Liu, Yuanyue
  • Journal of the American Chemical Society, Vol. 140, Issue 29
  • DOI: 10.1021/jacs.8b03002