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Title: Ga/ZSM-5 catalyst improves hydrocarbon yields and increases alkene selectivity during catalytic fast pyrolysis of biomass with co-fed hydrogen

Abstract

An integrated experimental and computational study to understand the catalytic upgrading of biomass vapors into high yield of alkenes.

Authors:
ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1];  [1]; ORCiD logo [2];  [3]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]
  1. National Renewable Energy Laboratory; Golden; USA
  2. Johnson Matthey Technology Centre; Billingham; UK
  3. Chemical Sciences and Engineering Division; Argonne National Laboratory; Lemont; USA
Publication Date:
Research Org.:
National Renewable Energy Laboratory (NREL), Golden, CO (United States); Argonne National Laboratory (ANL), Argonne, IL (United States)
Sponsoring Org.:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Transportation Office. Bioenergy Technologies Office
OSTI Identifier:
1598482
Alternate Identifier(s):
OSTI ID: 1596382; OSTI ID: 1756866
Report Number(s):
NREL/JA-5100-75251
Journal ID: ISSN 1463-9262; GRCHFJ; MainId:18814;UUID:8c3638c3-17f5-e911-9c29-ac162d87dfe5;MainAdminID:7292
Grant/Contract Number:  
AC36-08GO28308; AC02-06CH11357
Resource Type:
Accepted Manuscript
Journal Name:
Green Chemistry
Additional Journal Information:
Journal Volume: 22; Journal ID: ISSN 1463-9262
Publisher:
Royal Society of Chemistry
Country of Publication:
United States
Language:
English
Subject:
09 BIOMASS FUELS; catalytic fast pyrolysis; bioolefins; Ga/ZSM-5; bioaromatics; biomass; co-products; chemicals; CCTPL

Citation Formats

Iisa, Kristiina, Kim, Yeonjoon, Orton, Kellene A., Robichaud, David J., Katahira, Rui, Watson, Michael J., Wegener, Evan C., Nimlos, Mark R., Schaidle, Joshua A., Mukarakate, Calvin, and Kim, Seonah. Ga/ZSM-5 catalyst improves hydrocarbon yields and increases alkene selectivity during catalytic fast pyrolysis of biomass with co-fed hydrogen. United States: N. p., 2020. Web. doi:10.1039/C9GC03408K.
Iisa, Kristiina, Kim, Yeonjoon, Orton, Kellene A., Robichaud, David J., Katahira, Rui, Watson, Michael J., Wegener, Evan C., Nimlos, Mark R., Schaidle, Joshua A., Mukarakate, Calvin, & Kim, Seonah. Ga/ZSM-5 catalyst improves hydrocarbon yields and increases alkene selectivity during catalytic fast pyrolysis of biomass with co-fed hydrogen. United States. https://doi.org/10.1039/C9GC03408K
Iisa, Kristiina, Kim, Yeonjoon, Orton, Kellene A., Robichaud, David J., Katahira, Rui, Watson, Michael J., Wegener, Evan C., Nimlos, Mark R., Schaidle, Joshua A., Mukarakate, Calvin, and Kim, Seonah. Wed . "Ga/ZSM-5 catalyst improves hydrocarbon yields and increases alkene selectivity during catalytic fast pyrolysis of biomass with co-fed hydrogen". United States. https://doi.org/10.1039/C9GC03408K. https://www.osti.gov/servlets/purl/1598482.
@article{osti_1598482,
title = {Ga/ZSM-5 catalyst improves hydrocarbon yields and increases alkene selectivity during catalytic fast pyrolysis of biomass with co-fed hydrogen},
author = {Iisa, Kristiina and Kim, Yeonjoon and Orton, Kellene A. and Robichaud, David J. and Katahira, Rui and Watson, Michael J. and Wegener, Evan C. and Nimlos, Mark R. and Schaidle, Joshua A. and Mukarakate, Calvin and Kim, Seonah},
abstractNote = {An integrated experimental and computational study to understand the catalytic upgrading of biomass vapors into high yield of alkenes.},
doi = {10.1039/C9GC03408K},
journal = {Green Chemistry},
number = ,
volume = 22,
place = {United States},
year = {Wed Jan 29 00:00:00 EST 2020},
month = {Wed Jan 29 00:00:00 EST 2020}
}

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Works referenced in this record:

Comprehensive DFT Study of Nitrous Oxide Decomposition over Fe-ZSM-5
journal, February 2005

  • Heyden, Andreas; Peters, Baron; Bell, Alexis T.
  • The Journal of Physical Chemistry B, Vol. 109, Issue 5
  • DOI: 10.1021/jp040549a

Structures and mechanisms of the dehydration of benzaldoxime over Fe-ZSM-5 zeolites: a DFT study
journal, November 2012


Cluster Model DFT Study of CO Adsorption to Gallium Ions in Ga/HZSM-5
journal, March 2008

  • Zhidomirov, George M.; Shubin, Alexander A.; Milov, M. A.
  • The Journal of Physical Chemistry C, Vol. 112, Issue 9
  • DOI: 10.1021/jp076379u

Conversion of Guaiacol on Noble Metal Catalysts: Reaction Performance and Deactivation Studies
journal, March 2014

  • Gao, Danni; Schweitzer, Christopher; Hwang, Hyun Tae
  • Industrial & Engineering Chemistry Research, Vol. 53, Issue 49
  • DOI: 10.1021/ie500495z

Ethanol Dehydration in HZSM-5 Studied by Density Functional Theory: Evidence for a Concerted Process
journal, April 2015

  • Kim, Seonah; Robichaud, David J.; Beckham, Gregg T.
  • The Journal of Physical Chemistry A, Vol. 119, Issue 15
  • DOI: 10.1021/jp513024z

Dependence of cracking activity on the Brønsted acidity of Y zeolite: DFT study and experimental confirmation
journal, January 2013

  • Niwa, Miki; Suzuki, Katsuki; Morishita, Nami
  • Catalysis Science & Technology, Vol. 3, Issue 8
  • DOI: 10.1039/c3cy00195d

Water-Promoted Hydrocarbon Activation Catalyzed by Binuclear Gallium Sites in ZSM-5 Zeolite
journal, September 2007

  • Hensen, Emiel J. M.; Pidko, Evgeny A.; Rane, Neelesh
  • Angewandte Chemie International Edition, Vol. 46, Issue 38
  • DOI: 10.1002/anie.200702463

Multiscale Evaluation of Catalytic Upgrading of Biomass Pyrolysis Vapors on Ni- and Ga-Modified ZSM-5
journal, October 2016


Density Functional Theory Calculations of the Effects of Local Composition and Defect Structure on the Proton Affinity of H−ZSM-5
journal, November 1997

  • Gonzales, Nick O.; Bell, Alexis T.; Chakraborty, Arup K.
  • The Journal of Physical Chemistry B, Vol. 101, Issue 48
  • DOI: 10.1021/jp971449q

DFT Calculations on N 2 O Decomposition by Binuclear Fe Complexes in Fe/ZSM-5
journal, December 2001

  • Yakovlev, Alexei L.; Zhidomirov, Georgy M.; van Santen, Rutger A.
  • The Journal of Physical Chemistry B, Vol. 105, Issue 49
  • DOI: 10.1021/jp0108566

Dehydrogenation of Light Alkanes over Isolated Gallyl Ions in Ga/ZSM-5 Zeolites
journal, September 2007

  • Pidko, Evgeny A.; Hensen, Emiel J. M.; van Santen, Rutger A.
  • The Journal of Physical Chemistry C, Vol. 111, Issue 35
  • DOI: 10.1021/jp072110z

Promoted ZSM-5 catalysts for the production of bio-aromatics, a review
journal, October 2019

  • Lok, C. M.; Van Doorn, J.; Aranda Almansa, G.
  • Renewable and Sustainable Energy Reviews, Vol. 113
  • DOI: 10.1016/j.rser.2019.109248

Renewable Chemical Commodity Feedstocks from Integrated Catalytic Processing of Pyrolysis Oils
journal, November 2010


Lewis–Brønsted Acid Pairs in Ga/H-ZSM-5 To Catalyze Dehydrogenation of Light Alkanes
journal, February 2018

  • Schreiber, Moritz W.; Plaisance, Craig P.; Baumgärtl, Martin
  • Journal of the American Chemical Society, Vol. 140, Issue 14
  • DOI: 10.1021/jacs.7b12901

Production of Renewable Aromatic Compounds by Catalytic Fast Pyrolysis of Lignocellulosic Biomass with Bifunctional Ga/ZSM-5 Catalysts
journal, December 2011


Production of Renewable Aromatic Compounds by Catalytic Fast Pyrolysis of Lignocellulosic Biomass with Bifunctional Ga/ZSM-5 Catalysts
journal, December 2011

  • Cheng, Yu-Ting; Jae, Jungho; Shi, Jian
  • Angewandte Chemie International Edition, Vol. 51, Issue 6
  • DOI: 10.1002/anie.201107390

Computational Modeling of the Nature and Role of Ga Species for Light Alkane Dehydrogenation Catalyzed by Ga/H-MFI
journal, May 2018


Characterization of Isolated Ga 3+ Cations in Ga/H-MFI Prepared by Vapor-Phase Exchange of H-MFI Zeolite with GaCl 3
journal, May 2018

  • Phadke, Neelay M.; Van der Mynsbrugge, Jeroen; Mansoor, Erum
  • ACS Catalysis, Vol. 8, Issue 7
  • DOI: 10.1021/acscatal.8b01254

Theoretical Investigation of Ethanol Conversion to Ethylene over H–ZSM–5 and Transition Metals–Exchanged ZSM–5
journal, November 2011


Room temperature activation of methane over Zn modified H-ZSM-5 zeolites: Insight from solid-state NMR and theoretical calculations
journal, January 2012

  • Xu, Jun; Zheng, Anmin; Wang, Xiumei
  • Chemical Science, Vol. 3, Issue 10
  • DOI: 10.1039/c2sc20434g

In Situ and ex Situ Catalytic Pyrolysis of Pine in a Bench-Scale Fluidized Bed Reactor System
journal, December 2015


Comparison of Cu-ZSM-5 Zeolites and Cu-MOF-505 Metal-Organic Frameworks as Heterogeneous Catalysts for the Mukaiyama Aldol Reaction: A DFT Mechanistic Study
journal, February 2013

  • Yadnum, Sudarat; Choomwattana, Saowapak; Khongpracha, Pipat
  • ChemPhysChem, Vol. 14, Issue 5
  • DOI: 10.1002/cphc.201200997

Catalysts for Production of Lower Olefins from Synthesis Gas: A Review
journal, August 2013

  • Torres Galvis, Hirsa M.; de Jong, Krijn P.
  • ACS Catalysis, Vol. 3, Issue 9
  • DOI: 10.1021/cs4003436

Decoupling HZSM-5 Catalyst Activity from Deactivation during Upgrading of Pyrolysis Oil Vapors
journal, December 2014


Theoretical Study on the Dehydrogenation Reaction of Alkanes Catalyzed by Zeolites Containing Nonframework Gallium Species
journal, February 2006

  • Pereira, Marcio Soares; Chaer Nascimento, Marco Antonio
  • The Journal of Physical Chemistry B, Vol. 110, Issue 7
  • DOI: 10.1021/jp055104g

Catalytic Fast Pyrolysis: Influencing Bio-Oil Quality with the Catalyst-to-Biomass Ratio
journal, July 2016

  • Paasikallio, Ville; Kalogiannis, Konstantinos; Lappas, Angelos
  • Energy Technology, Vol. 5, Issue 1
  • DOI: 10.1002/ente.201600094

Catalytic fast pyrolysis of lignocellulosic biomass in a process development unit with continual catalyst addition and removal
journal, April 2014


N2O decomposition on Fe- and Co-ZSM-5: A density functional study
journal, September 2008


Production of low-oxygen bio-oil via ex situ catalytic fast pyrolysis and hydrotreating
journal, November 2017


Intermolecular interactions from a natural bond orbital, donor-acceptor viewpoint
journal, September 1988

  • Reed, Alan E.; Curtiss, Larry A.; Weinhold, Frank
  • Chemical Reviews, Vol. 88, Issue 6
  • DOI: 10.1021/cr00088a005

Catalytic fast pyrolysis with metal-modified ZSM-5 catalysts in inert and hydrogen atmospheres
journal, October 2018

  • Stanton, Alexander R.; Iisa, Kristiina; Yung, Matthew M.
  • Journal of Analytical and Applied Pyrolysis, Vol. 135
  • DOI: 10.1016/j.jaap.2018.09.002

On two alternative mechanisms of ethane activation over ZSM-5 zeolite modified by Zn2+ and Ga1+ cations
journal, January 2005

  • Kazansky, V. B.; Subbotina, I. R.; Rane, N.
  • Physical Chemistry Chemical Physics, Vol. 7, Issue 16
  • DOI: 10.1039/b506782k

Density Functional Theory Study of Nitrous Oxide Decomposition over Fe- and Co-ZSM-5
journal, July 2002

  • Ryder, Jason A.; Chakraborty, Arup K.; Bell, Alexis T.
  • The Journal of Physical Chemistry B, Vol. 106, Issue 28
  • DOI: 10.1021/jp014705e

Promoting Deoxygenation of Bio-Oil by Metal-Loaded Hierarchical ZSM-5 Zeolites
journal, December 2015

  • Veses, Alberto; Puértolas, Begoña; López, José Manuel
  • ACS Sustainable Chemistry & Engineering, Vol. 4, Issue 3
  • DOI: 10.1021/acssuschemeng.5b01606

A Density Functional Theory Study of the Interactions of H 2 O with H−ZSM-5, Cu−ZSM-5, and Co−ZSM-5
journal, September 1998

  • Rice, Mark J.; Chakraborty, Arup K.; Bell, Alexis T.
  • The Journal of Physical Chemistry A, Vol. 102, Issue 38
  • DOI: 10.1021/jp981108s

Comparison of in-situ and ex-situ catalytic pyrolysis in a micro-reactor system
journal, December 2014


Density Functional Studies of Zeolites. 2. Structure and Acidity of [T]-ZSM-5 Models (T = B, Al, Ga, and Fe)
journal, October 1995

  • Stave, Mark S.; Nicholas, John B.
  • The Journal of Physical Chemistry, Vol. 99, Issue 41
  • DOI: 10.1021/j100041a021

Mechanistic Studies on the Transformation of Ethanol into Ethene over Fe-ZSM-5 Zeolite
journal, November 2012

  • Maihom, Thana; Khongpracha, Pipat; Sirijaraensre, Jakkapan
  • ChemPhysChem, Vol. 14, Issue 1
  • DOI: 10.1002/cphc.201200786

Deactivation of Multilayered MFI Nanosheet Zeolite during Upgrading of Biomass Pyrolysis Vapors
journal, May 2017


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

Reaction path following in mass-weighted internal coordinates
journal, July 1990

  • Gonzalez, Carlos.; Schlegel, H. Bernhard.
  • The Journal of Physical Chemistry, Vol. 94, Issue 14
  • DOI: 10.1021/j100377a021

Comparative Studies on Cellulolytic Enzyme Lignin and Milled Wood Lignin of Sweetgum and Spruce
journal, January 1975


Ab Initio Surface Phase Diagrams for Coadsorption of Aromatics and Hydrogen on the Pt(111) Surface
journal, November 2016

  • Ferguson, Glen Allen; Vorotnikov, Vassili; Wunder, Nicholas
  • The Journal of Physical Chemistry C, Vol. 120, Issue 46
  • DOI: 10.1021/acs.jpcc.6b07057

Integrated Biorefining: Coproduction of Renewable Resol Biopolymer for Aqueous Stream Valorization
journal, July 2017

  • Wilson, A. Nolan; Price, Mariel J.; Mukarakate, Calvin
  • ACS Sustainable Chemistry & Engineering, Vol. 5, Issue 8
  • DOI: 10.1021/acssuschemeng.7b00864

Synthesis of Bio-aromatics from Black Liquors Using Catalytic Pyrolysis
journal, February 2018


Study on aromatics production via the catalytic pyrolysis vapor upgrading of biomass using metal-loaded modified H-ZSM-5
journal, July 2017


Chemistry of Furan Conversion into Aromatics and Olefins over HZSM-5: A Model Biomass Conversion Reaction
journal, May 2011

  • Cheng, Yu-Ting; Huber, George W.
  • ACS Catalysis, Vol. 1, Issue 6
  • DOI: 10.1021/cs200103j

Conversion of Methanol to Hydrocarbons: How Zeolite Cavity and Pore Size Controls Product Selectivity
journal, April 2012

  • Olsbye, Unni; Svelle, Stian; Bjørgen, Morten
  • Angewandte Chemie International Edition, Vol. 51, Issue 24, p. 5810-5831
  • DOI: 10.1002/anie.201103657

Aqueous-phase hydrodeoxygenation of bio-derived phenols to cycloalkanes
journal, May 2011


Catalytic upgrading of biomass pyrolysis vapors using transition metal-modified ZSM-5 zeolite
journal, October 2012


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

In-situ and ex-situ upgrading of pyrolysis vapors from beetle-killed trees
journal, February 2016


Recent Advances in Hydrotreating of Pyrolysis Bio-Oil and Its Oxygen-Containing Model Compounds
journal, April 2013

  • Wang, Huamin; Male, Jonathan; Wang, Yong
  • ACS Catalysis, Vol. 3, Issue 5
  • DOI: 10.1021/cs400069z

Effect of the Zeolite Cavity on the Mechanism of Dehydrogenation of Light Alkanes over Gallium-Containing Zeolites
journal, April 2011

  • Pereira, Marcio Soares; da Silva, Alexander Martins; Nascimento, Marco Antonio Chaer
  • The Journal of Physical Chemistry C, Vol. 115, Issue 20, p. 10104-10113
  • DOI: 10.1021/jp201107x

Reactivity of Surface Alkoxy Species on Acidic Zeolite Catalysts
journal, August 2008

  • Wang, Wei; Hunger, Michael
  • Accounts of Chemical Research, Vol. 41, Issue 8
  • DOI: 10.1021/ar700210f

Fluidized Bed Catalytic Pyrolysis of Eucalyptus over HZSM-5: Effect of Acid Density and Gallium Modification on Catalyst Deactivation
journal, January 2018


Characterization and reactivity of Ga+ and GaO+ cations in zeolite ZSM-5
journal, April 2006


Optimization of parameters for semiempirical methods V: Modification of NDDO approximations and application to 70 elements
journal, September 2007


Role of Biopolymers in the Deactivation of ZSM-5 during Catalytic Fast Pyrolysis of Biomass
journal, June 2018

  • Stanton, Alexander R.; Iisa, Kristiina; Mukarakate, Calvin
  • ACS Sustainable Chemistry & Engineering, Vol. 6, Issue 8
  • DOI: 10.1021/acssuschemeng.8b01333

Valorization of aqueous waste streams from thermochemical biorefineries
journal, January 2019

  • Wilson, A. Nolan; Dutta, Abhijit; Black, Brenna A.
  • Green Chemistry, Vol. 21, Issue 15
  • DOI: 10.1039/c9gc00902g

Olefins from Biomass Intermediates: A Review
journal, December 2017


The Chemical State of Gallium in Working Alkane Dehydrocyclodimerization Catalysts. In situ Gallium K-Edge X-Ray Absorption Spectroscopy
journal, March 1993

  • Meitzner, G.; Iglesia, E.; Baumgartner, J.
  • Journal of Catalysis, Vol. 140, Issue 1, p. 209-225
  • DOI: 10.1006/jcat.1993.1079

Real-time monitoring of the deactivation of HZSM-5 during upgrading of pine pyrolysis vapors
journal, January 2014

  • Mukarakate, Calvin; Zhang, Xiaodong; Stanton, Alexander R.
  • Green Chem., Vol. 16, Issue 3
  • DOI: 10.1039/C3GC42065E

Catalytic pyrolysis of individual components of lignocellulosic biomass
journal, January 2014

  • Wang, Kaige; Kim, Kwang Ho; Brown, Robert C.
  • Green Chem., Vol. 16, Issue 2
  • DOI: 10.1039/C3GC41288A

Aromatics from biomass pyrolysis vapour using a bifunctional mesoporous catalyst
journal, January 2014

  • Kelkar, Shantanu; Saffron, Christopher M.; Li, Zhenglong
  • Green Chem., Vol. 16, Issue 2
  • DOI: 10.1039/C3GC41350K

Effects of pretreatments on state of gallium and aromatization activity of gallium/ZSM-5 catalysts
journal, May 1992


Quantum chemical calculation of the catalytic reaction of ethane dehydrogenation on gallium oxide-hydroxide binuclear clusters in oxidized GaO/ZSM-5 zeolite
journal, September 2009


Organometallic model complexes elucidate the active gallium species in alkane dehydrogenation catalysts based on ligand effects in Ga K-edge XANES
journal, January 2016

  • Getsoian, Andrew “Bean”; Das, Ujjal; Camacho-Bunquin, Jeffrey
  • Catalysis Science & Technology, Vol. 6, Issue 16
  • DOI: 10.1039/C6CY00698A

Accessibility and Location of Acid Sites in Zeolites as Probed by Fourier Transform Infrared Spectroscopy and Magic Angle Spinning Nuclear Magnetic Resonance
journal, July 2018

  • Freitas, Cátia; Barrow, Nathan S.; Zholobenko, Vladimir
  • Johnson Matthey Technology Review, Vol. 62, Issue 3
  • DOI: 10.1595/205651318X696792

ATHENA , ARTEMIS , HEPHAESTUS : data analysis for X-ray absorption spectroscopy using IFEFFIT
journal, June 2005


A new ONIOM implementation in Gaussian98. Part I. The calculation of energies, gradients, vibrational frequencies and electric field derivatives
journal, April 1999


The effects of local structural relaxation on aluminum siting within H-ZSM-5
journal, January 1991

  • Lonsinger, Stephen R.; Chakraborty, Arup K.; Theodorou, Doros N.
  • Catalysis Letters, Vol. 11, Issue 2
  • DOI: 10.1007/BF00764087

Production of green aromatics and olefins by catalytic fast pyrolysis of wood sawdust
journal, January 2011

  • Carlson, Torren R.; Cheng, Yu-Ting; Jae, Jungho
  • Energy Environ. Sci., Vol. 4, Issue 1
  • DOI: 10.1039/C0EE00341G

Upgrading biomass pyrolysis vapors over β-zeolites: role of silica-to-alumina ratio
journal, January 2014

  • Mukarakate, Calvin; Watson, Michael J.; ten Dam, Jeroen
  • Green Chem., Vol. 16, Issue 12
  • DOI: 10.1039/C4GC01425A

Catalytic fast pyrolysis of biomass: superior selectivity of hierarchical zeolites to aromatics
journal, January 2017

  • Jia, L. Y.; Raad, M.; Hamieh, S.
  • Green Chemistry, Vol. 19, Issue 22
  • DOI: 10.1039/C7GC02309J

Water-Promoted Hydrocarbon Activation Catalyzed by Binuclear Gallium Sites in ZSM-5 Zeolite
journal, September 2007

  • Hensen, Emiel J. M.; Pidko, Evgeny A.; Rane, Neelesh
  • Angewandte Chemie, Vol. 119, Issue 38
  • DOI: 10.1002/ange.200702463

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

Comprehensive DFT Study of Nitrous Oxide Decomposition over Fe-ZSM-5
journal, March 2005

  • Heyden, Andreas; Peters, Baron; Bell, Alexis T.
  • The Journal of Physical Chemistry B, Vol. 109, Issue 10
  • DOI: 10.1021/jp058049k

Comprehensive DFT Study of Nitrous Oxide Decomposition over Fe-ZSM-5.
journal, May 2005