DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Understanding trends in C–H bond activation in heterogeneous catalysis

Abstract

While the search for catalysts capable of directly converting methane to higher value commodity chemicals and liquid fuels has been active for over a century, a viable industrial process for selective methane activation has yet to be developed. Electronic structure calculations are playing an increasingly relevant role in this search, but large-scale materials screening efforts are hindered by computationally expensive transition state barrier calculations. The purpose of the present letter is twofold. First, we show that, for the wide range of catalysts that proceed via a radical intermediate, a unifying framework for predicting C-H activation barriers using a single universal descriptor can be established. Second, we combine this scaling approach with a thermodynamic analysis of active site formation to provide a map of methane activation rates. Our model successfully rationalizes the available empirical data and lays the foundation for future catalyst design strategies that transcend different catalyst classes.

Authors:
 [1];  [1];  [1];  [2];  [1]; ORCiD logo [1];  [3];  [3];  [3]
  1. Stanford Univ., Stanford, CA (United States)
  2. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  3. Stanford Univ., Stanford, CA (United States); SLAC National Accelerator Lab., Menlo Park, CA (United States)
Publication Date:
Research Org.:
SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Energy Frontier Research Centers (EFRC) (United States). Center on Nanostructuring for Efficient Energy Conversion (CNEEC); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
OSTI Identifier:
1349287
Alternate Identifier(s):
OSTI ID: 1468339
Grant/Contract Number:  
AC02-76SF00515; AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Nature Materials
Additional Journal Information:
Journal Volume: 16; Journal Issue: 2; Journal ID: ISSN 1476-1122
Publisher:
Nature Publishing Group
Country of Publication:
United States
Language:
English
Subject:
37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY

Citation Formats

Latimer, Allegra A., Kulkarni, Ambarish R., Aljama, Hassan, Montoya, Joseph H., Yoo, Jong Suk, Tsai, Charlie, Abild-Pedersen, Frank, Studt, Felix, and Nørskov, Jens K. Understanding trends in C–H bond activation in heterogeneous catalysis. United States: N. p., 2016. Web. doi:10.1038/nmat4760.
Latimer, Allegra A., Kulkarni, Ambarish R., Aljama, Hassan, Montoya, Joseph H., Yoo, Jong Suk, Tsai, Charlie, Abild-Pedersen, Frank, Studt, Felix, & Nørskov, Jens K. Understanding trends in C–H bond activation in heterogeneous catalysis. United States. https://doi.org/10.1038/nmat4760
Latimer, Allegra A., Kulkarni, Ambarish R., Aljama, Hassan, Montoya, Joseph H., Yoo, Jong Suk, Tsai, Charlie, Abild-Pedersen, Frank, Studt, Felix, and Nørskov, Jens K. Mon . "Understanding trends in C–H bond activation in heterogeneous catalysis". United States. https://doi.org/10.1038/nmat4760. https://www.osti.gov/servlets/purl/1349287.
@article{osti_1349287,
title = {Understanding trends in C–H bond activation in heterogeneous catalysis},
author = {Latimer, Allegra A. and Kulkarni, Ambarish R. and Aljama, Hassan and Montoya, Joseph H. and Yoo, Jong Suk and Tsai, Charlie and Abild-Pedersen, Frank and Studt, Felix and Nørskov, Jens K.},
abstractNote = {While the search for catalysts capable of directly converting methane to higher value commodity chemicals and liquid fuels has been active for over a century, a viable industrial process for selective methane activation has yet to be developed. Electronic structure calculations are playing an increasingly relevant role in this search, but large-scale materials screening efforts are hindered by computationally expensive transition state barrier calculations. The purpose of the present letter is twofold. First, we show that, for the wide range of catalysts that proceed via a radical intermediate, a unifying framework for predicting C-H activation barriers using a single universal descriptor can be established. Second, we combine this scaling approach with a thermodynamic analysis of active site formation to provide a map of methane activation rates. Our model successfully rationalizes the available empirical data and lays the foundation for future catalyst design strategies that transcend different catalyst classes.},
doi = {10.1038/nmat4760},
journal = {Nature Materials},
number = 2,
volume = 16,
place = {United States},
year = {Mon Oct 10 00:00:00 EDT 2016},
month = {Mon Oct 10 00:00:00 EDT 2016}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 331 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Selective Oxidation of Methane by the Bis(μ-oxo)dicopper Core Stabilized on ZSM-5 and Mordenite Zeolites
journal, February 2005

  • Groothaert, Marijke H.; Smeets, Pieter J.; Sels, Bert F.
  • Journal of the American Chemical Society, Vol. 127, Issue 5
  • DOI: 10.1021/ja047158u

Predicting Promoter-Induced Bond Activation on Solid Catalysts Using Elementary Bond Orders
journal, August 2015

  • Tsai, Charlie; Latimer, Allegra A.; Yoo, Jong Suk
  • The Journal of Physical Chemistry Letters, Vol. 6, Issue 18
  • DOI: 10.1021/acs.jpclett.5b01792

Correlation of Methane Activation and Oxide Catalyst Reducibility and Its Implications for Oxidative Coupling
journal, February 2016


Pathways and kinetics of methane and ethane C–H bond cleavage on PdO(101)
journal, September 2013

  • Antony, Abbin; Asthagiri, Aravind; Weaver, Jason F.
  • The Journal of Chemical Physics, Vol. 139, Issue 10
  • DOI: 10.1063/1.4819909

A [Cu 2 O] 2+ core in Cu-ZSM-5, the active site in the oxidation of methane to methanol
journal, October 2009

  • Woertink, Julia S.; Smeets, Pieter J.; Groothaert, Marijke H.
  • Proceedings of the National Academy of Sciences, Vol. 106, Issue 45
  • DOI: 10.1073/pnas.0910461106

Direct Catalytic Conversion of Methane to Methanol in an Aqueous Medium by using Copper-Promoted Fe-ZSM-5
journal, April 2012

  • Hammond, Ceri; Forde, Michael M.; Ab Rahim, Mohd Hasbi
  • Angewandte Chemie International Edition, Vol. 51, Issue 21
  • DOI: 10.1002/anie.201108706

Consequences of Metal–Oxide Interconversion for C–H Bond Activation during CH 4 Reactions on Pd Catalysts
journal, October 2013

  • Chin, Ya-Huei (Cathy); Buda, Corneliu; Neurock, Matthew
  • Journal of the American Chemical Society, Vol. 135, Issue 41
  • DOI: 10.1021/ja405004m

Oxidation of ethane to ethanol by N2O in a metal–organic framework with coordinatively unsaturated iron(II) sites
journal, May 2014

  • Xiao, Dianne J.; Bloch, Eric D.; Mason, Jarad A.
  • Nature Chemistry, Vol. 6, Issue 7
  • DOI: 10.1038/nchem.1956

Oxidative Dehydrogenation of Cyclohexane on Cobalt Oxide (Co 3 O 4 ) Nanoparticles: The Effect of Particle Size on Activity and Selectivity
journal, September 2012

  • Tyo, Eric C.; Yin, Chunrong; Di Vece, Marcel
  • ACS Catalysis, Vol. 2, Issue 11
  • DOI: 10.1021/cs300479a

Scaling Properties of Adsorption Energies for Hydrogen-Containing Molecules on Transition-Metal Surfaces
journal, July 2007


Methane activation on Fe- and FeO-embedded graphene and boron nitride sheet: role of atomic defects in catalytic activities
journal, January 2015

  • Impeng, Sarawoot; Khongpracha, Pipat; Sirijaraensre, Jakkapan
  • RSC Advances, Vol. 5, Issue 119
  • DOI: 10.1039/C5RA17984J

Mechanism of Oxidation of Ethane to Ethanol at Iron(IV)–Oxo Sites in Magnesium-Diluted Fe 2 (dobdc)
journal, April 2015

  • Verma, Pragya; Vogiatzis, Konstantinos D.; Planas, Nora
  • Journal of the American Chemical Society, Vol. 137, Issue 17
  • DOI: 10.1021/jacs.5b00382

Single-site trinuclear copper oxygen clusters in mordenite for selective conversion of methane to methanol
journal, June 2015

  • Grundner, Sebastian; Markovits, Monica A. C.; Li, Guanna
  • Nature Communications, Vol. 6, Issue 1
  • DOI: 10.1038/ncomms8546

A radical rebound mechanism for the methane oxidation reaction promoted by the dicopper center of a pMMO enzyme: a computational perspective
journal, January 2016

  • Da Silva, Júlio C. S.; Pennifold, Robert C. R.; Harvey, Jeremy N.
  • Dalton Transactions, Vol. 45, Issue 6
  • DOI: 10.1039/C5DT02638E

Methane Dissociation on Li-, Na-, K-, and Cu-Doped Flat and Stepped CaO(001)
journal, March 2013

  • Sun, XiaoYing; Li, Bo; Metiu, Horia
  • The Journal of Physical Chemistry C, Vol. 117, Issue 14
  • DOI: 10.1021/jp4002803

Periodic trends of oxygen vacancy formation and C–H bond activation over transition metal-doped CeO2 (111) surfaces
journal, September 2012


A high coking-resistance
journal, September 2001

  • Lu, Yuan; Ma, Ding; Xu, Zhusheng
  • Chemical Communications, Issue 20, p. 2048-2049
  • DOI: 10.1039/b105853n

Assessing the reliability of calculated catalytic ammonia synthesis rates
journal, July 2014


Density functionals for surface science: Exchange-correlation model development with Bayesian error estimation
journal, June 2012


C–H Bond Activation of Methane via σ–d Interaction on the IrO 2 (110) Surface: Density Functional Theory Study
journal, March 2012

  • Wang, Chia-Ching; Siao, Shih Syong; Jiang, Jyh-Chiang
  • The Journal of Physical Chemistry C, Vol. 116, Issue 10
  • DOI: 10.1021/jp300689j

Alkane activation on crystalline metal oxide surfaces
journal, January 2014

  • Weaver, Jason F.; Hakanoglu, Can; Antony, Abbin
  • Chem. Soc. Rev., Vol. 43, Issue 22
  • DOI: 10.1039/C3CS60420A

Dissociation of Methane on La 2 O 3 Surfaces Doped with Cu, Mg, or Zn
journal, August 2011

  • Li, Bo; Metiu, Horia
  • The Journal of Physical Chemistry C, Vol. 115, Issue 37
  • DOI: 10.1021/jp2049603

On the role of the surface oxygen species during A–H (A = C, N, O) bond activation: a density functional theory study
journal, January 2015

  • Yoo, Jong Suk; Khan, Tuhin S.; Abild-Pedersen, Frank
  • Chemical Communications, Vol. 51, Issue 13
  • DOI: 10.1039/C4CC08658A

Alkali Effects on Molybdenum Oxide Catalysts for the Oxidative Dehydrogenation of Propane
journal, October 2000

  • Chen, Kaidong; Xie, Shuibo; Bell, Alexis T.
  • Journal of Catalysis, Vol. 195, Issue 2
  • DOI: 10.1006/jcat.2000.3025

Conversion of methane to methanol on copper-containing small-pore zeolites and zeotypes
journal, January 2015

  • Wulfers, M. J.; Teketel, S.; Ipek, B.
  • Chemical Communications, Vol. 51, Issue 21
  • DOI: 10.1039/C4CC09645B

Methane Activation by Heterogeneous Catalysis
journal, November 2014


Chemistry with Methane: Concepts Rather than Recipes
journal, June 2011


Bond Energies of Molecular Fragments to Metal Surfaces Track Their Bond Energies to H Atoms
journal, March 2014

  • Karp, Eric M.; Silbaugh, Trent L.; Campbell, Charles T.
  • Journal of the American Chemical Society, Vol. 136, Issue 11
  • DOI: 10.1021/ja500997n

Direct Catalytic Conversion of Methane to Methanol in an Aqueous Medium by using Copper-Promoted Fe-ZSM-5
journal, April 2012

  • Hammond, Ceri; Forde, Michael M.; Ab Rahim, Mohd Hasbi
  • Angewandte Chemie, Vol. 124, Issue 21
  • DOI: 10.1002/ange.201108706

Works referencing / citing this record:

Pathways of Methane Transformation over Copper‐Exchanged Mordenite as Revealed by In Situ NMR and IR Spectroscopy
journal, January 2020

  • Sushkevich, Vitaly L.; Verel, René; Bokhoven, Jeroen A.
  • Angewandte Chemie International Edition, Vol. 59, Issue 2
  • DOI: 10.1002/anie.201912668

Single Chromium Atoms Supported on Titanium Dioxide Nanoparticles for Synergic Catalytic Methane Conversion under Mild Conditions
journal, December 2019

  • Shen, Qikai; Cao, Changyan; Huang, Runkun
  • Angewandte Chemie International Edition, Vol. 59, Issue 3
  • DOI: 10.1002/anie.201913309

Unveiling Hidden Catalysts for the Oxidative Coupling of Methane based on Combining Machine Learning with Literature Data
journal, August 2018

  • Takahashi, Keisuke; Miyazato, Itsuki; Nishimura, Shun
  • ChemCatChem, Vol. 10, Issue 15
  • DOI: 10.1002/cctc.201801205

The Nature and Catalytic Function of Cation Sites in Zeolites: a Computational Perspective
journal, October 2018


Catalytic Steam Reforming of Natural Gas over a New Ni Exsolved Ruddlesden‐Popper Manganite in SOFC Anode Conditions
journal, January 2020

  • Vecino‐Mantilla, Sebastián; Quintero, Erika; Fonseca, Camilo
  • ChemCatChem, Vol. 12, Issue 5
  • DOI: 10.1002/cctc.201902306

A Reaction‐Induced Localization of Spin Density Enables Thermal C−H Bond Activation of Methane by Pristine FeC 4 +
journal, August 2019

  • Geng, Caiyun; Li, Jilai; Weiske, Thomas
  • Chemistry – A European Journal, Vol. 25, Issue 56
  • DOI: 10.1002/chem.201902572

Direct Correlation between Adsorption Energetics and Nuclear Spin Relaxation in a Liquid-saturated Catalyst Material
journal, September 2018

  • Robinson, Neil; Robertson, Christopher; Gladden, Lynn F.
  • ChemPhysChem, Vol. 19, Issue 19
  • DOI: 10.1002/cphc.201800836

Methane Chemisorption on Oxide‐Supported Pt Single Atom
journal, July 2019

  • Fung, Victor; Hu, Guoxiang; Tao, Franklin (Feng)
  • ChemPhysChem, Vol. 20, Issue 17
  • DOI: 10.1002/cphc.201900497

Oxidative Methane Conversion to Ethane on Highly Oxidized Pd/CeO 2 Catalysts Below 400 °C
journal, January 2020


The Synergy of Dilute Pd and Surface Oxygen Species for Methane Upgrading on Au 3 Pd(111)
journal, September 2019


Identifying promising metal–organic frameworks for heterogeneous catalysis via high‐throughput periodic density functional theory
journal, February 2019

  • Rosen, Andrew S.; Notestein, Justin M.; Snurr, Randall Q.
  • Journal of Computational Chemistry, Vol. 40, Issue 12
  • DOI: 10.1002/jcc.25787

Orbital mechanism of upright CO activation on Fe(100)
journal, June 2019

  • Li, Jibiao; He, Xin; Oguzie, Emeka
  • Surface and Interface Analysis, Vol. 51, Issue 9
  • DOI: 10.1002/sia.6678

Property–Activity Relations for Methane Activation by Dual‐Metal Cu–Oxo Trimers in ZSM‐5 Zeolite
journal, August 2018


A zeolitic vanadotungstate family with structural diversity and ultrahigh porosity for catalysis
journal, September 2018


A meta-analysis of catalytic literature data reveals property-performance correlations for the OCM reaction
journal, January 2019

  • Schmack, Roman; Friedrich, Alexandra; Kondratenko, Evgenii V.
  • Nature Communications, Vol. 10, Issue 1
  • DOI: 10.1038/s41467-019-08325-8

Theory-guided design of catalytic materials using scaling relationships and reactivity descriptors
journal, November 2019


Evidence of radical chemistry in catalytic methane oxybromination
journal, May 2018


DFT insights into oxygen vacancy formation and CH 4 activation over CeO 2 surfaces modified by transition metals (Fe, Co and Ni)
journal, January 2018

  • Tian, Dong; Li, Kongzhai; Wei, Yonggang
  • Physical Chemistry Chemical Physics, Vol. 20, Issue 17
  • DOI: 10.1039/c7cp08376a

Developing descriptors for CO 2 methanation and CO 2 reforming of CH 4 over Al 2 O 3 supported Ni and low-cost Ni based alloy catalysts
journal, January 2018

  • Ray, Koustuv; Bhardwaj, Rahul; Singh, Bahadur
  • Physical Chemistry Chemical Physics, Vol. 20, Issue 23
  • DOI: 10.1039/c8cp01859f

Rationally designing mixed Cu–(μ-O)–M (M = Cu, Ag, Zn, Au) centers over zeolite materials with high catalytic activity towards methane activation
journal, January 2018

  • Wang, Guiru; Huang, Ling; Chen, Wei
  • Physical Chemistry Chemical Physics, Vol. 20, Issue 41
  • DOI: 10.1039/c8cp04872j

Towards operando computational modeling in heterogeneous catalysis
journal, January 2018

  • Grajciar, Lukáš; Heard, Christopher J.; Bondarenko, Anton A.
  • Chemical Society Reviews, Vol. 47, Issue 22
  • DOI: 10.1039/c8cs00398j

An atomically efficient, highly stable and redox active Ce 0.5 Tb 0.5 O x (3% mol.)/MgO catalyst for total oxidation of methane
journal, January 2019

  • Sánchez, Juan J.; López-Haro, Miguel; Hernández-Garrido, Juan C.
  • Journal of Materials Chemistry A, Vol. 7, Issue 15
  • DOI: 10.1039/c8ta11672e

Experimental and theoretical study of multinuclear indium–oxo clusters in CHA zeolite for CH 4 activation at room temperature
journal, January 2019

  • Maeno, Zen; Yasumura, Shunsaku; Liu, Chong
  • Physical Chemistry Chemical Physics, Vol. 21, Issue 25
  • DOI: 10.1039/c9cp01873e

General scaling relations and prediction of transition state energies in CHA/AlPO-34-structured zeolite catalysis related to the methanol-to-olefins conversion
journal, January 2019

  • Wang, Chuan-Ming; Wang, Yang-Dong; Xie, Zai-Ku
  • Catalysis Science & Technology, Vol. 9, Issue 9
  • DOI: 10.1039/c9cy00534j

Selective mild oxidation of methane to methanol or formic acid on Fe–MOR catalysts
journal, January 2019

  • Fang, Zhihao; Murayama, Haruno; Zhao, Qi
  • Catalysis Science & Technology, Vol. 9, Issue 24
  • DOI: 10.1039/c9cy01640f

Ultrafine PdO x nanoparticles on spinel oxides by galvanic displacement for catalytic combustion of methane
journal, January 2019

  • Zhang, Zeshu; Hu, Xuefeng; Zhang, Yibo
  • Catalysis Science & Technology, Vol. 9, Issue 22
  • DOI: 10.1039/c9cy01766f

Direct conversion of methane to methanol with zeolites: towards understanding the role of extra-framework d-block metal and zeolite framework type
journal, January 2019

  • Raynes, Samuel; Shah, Meera A.; Taylor, Russell A.
  • Dalton Transactions, Vol. 48, Issue 28
  • DOI: 10.1039/c9dt00922a

Coligand driven diverse organometallation in benzothiazolyl-hydrazone derivatized pyrene: ortho vs. peri C–H activation
journal, January 2020

  • Dinda, Soumitra; Patra, Sarat Chandra; Roy, Subhadip
  • New Journal of Chemistry, Vol. 44, Issue 4
  • DOI: 10.1039/c9nj05088d

Ultrathin 2D Cu-porphyrin MOF nanosheets as a heterogeneous catalyst for styrene oxidation
journal, January 2019

  • Xiao, Yawen; Guo, Wenxiao; Chen, Huanhuan
  • Materials Chemistry Frontiers, Vol. 3, Issue 8
  • DOI: 10.1039/c9qm00201d

Effects of the cooperative interaction on the diffusion of hydrogen on MgO(100)
journal, July 2018

  • Castelli, Ivano E.; Soriga, Stefan G.; Man, Isabela C.
  • The Journal of Chemical Physics, Vol. 149, Issue 3
  • DOI: 10.1063/1.5029329

Mo 6 S 8 -based single-metal-atom catalysts for direct methane to methanol conversion
journal, July 2019

  • Zhang, Hao-Tian; Liu, Cheng; Liu, Ping
  • The Journal of Chemical Physics, Vol. 151, Issue 2
  • DOI: 10.1063/1.5110875

Adsorption-energy-based activity descriptors for electrocatalysts in energy storage applications
journal, September 2017

  • Wang, Youwei; Qiu, Wujie; Song, Erhong
  • National Science Review, Vol. 5, Issue 3
  • DOI: 10.1093/nsr/nwx119

Methane and Ethane Steam Reforming over MgAl2O4-Supported Rh and Ir Catalysts: Catalytic Implications for Natural Gas Reforming Application
journal, September 2019

  • Saavedra Lopez, Johnny; Lebarbier Dagle, Vanessa; Deshmane, Chinmay A.
  • Catalysts, Vol. 9, Issue 10
  • DOI: 10.3390/catal9100801

Pathways of Methane Transformation over Copper‐Exchanged Mordenite as Revealed by In Situ NMR and IR Spectroscopy
journal, November 2019

  • Sushkevich, Vitaly L.; Verel, René; Bokhoven, Jeroen A.
  • Angewandte Chemie, Vol. 132, Issue 2
  • DOI: 10.1002/ange.201912668

Single Chromium Atoms Supported on Titanium Dioxide Nanoparticles for Synergic Catalytic Methane Conversion under Mild Conditions
journal, December 2019


Unveiling Hidden Catalysts for the Oxidative Coupling of Methane based on Combining Machine Learning with Literature Data
journal, May 2018

  • Takahashi, Keisuke; Miyazato, Itsuki; Nishimura, Shun
  • ChemCatChem, Vol. 10, Issue 15
  • DOI: 10.1002/cctc.201800310

Direct Correlation between Adsorption Energetics and Nuclear Spin Relaxation in a Liquid-saturated Catalyst Material.
text, January 2018

  • Robinson, Neil; Robertson, Christopher; Gladden, Lynn
  • Apollo - University of Cambridge Repository
  • DOI: 10.17863/cam.31867

Mechanistic Complexity of Methane Oxidation with H 2 O 2 by Single-Site Fe/ZSM-5 Catalyst
journal, July 2018


A meta-analysis of catalytic literature data reveals property-performance correlations for the OCM reaction
journal, January 2019

  • Schmack, Roman; Friedrich, Alexandra; Kondratenko, Evgenii V.
  • Nature Communications, Vol. 10, Issue 1
  • DOI: 10.1038/s41467-019-08325-8

Towards operando computational modeling in heterogeneous catalysis
journal, January 2018

  • Grajciar, Lukáš; Heard, Christopher J.; Bondarenko, Anton A.
  • Chemical Society Reviews, Vol. 47, Issue 22
  • DOI: 10.1039/c8cs00398j