Multi-scale simulation of reaction, transport and deactivation in a SBA-16 supported catalyst for the conversion of ethanol to butadiene
Abstract
Effective design of heterogeneous catalytic systems requires careful coordination of physiochemical phenomena that span orders or magnitude in length and time scales. Multiscale modeling and simulation tools can provide useful insight for understanding and improving the performance of such systems. Mesoporous silica catalyst support materials present a versatile platform wherein support attributes may be tuned to control transport phenomena throughout the system. In this study we develop an integrated multiscale modeling approach for the conversion of ethanol to butadiene over an SBA-16 mesoporous silica supported catalyst. We use molecular dynamics simulations to calculate domain specific diffusivities of reactants and products in the various domains of SBA-16’s nanostructure. This is used to calculate a resultant effective diffusivity (Deff) through its microstructure using finite element method (FEM) models of the tessellated unit cell. The resultant effective diffusivity enables the development of a reduced-order reactor level FEM model that is able to implicitly account for the SBA-16’s transport effects without the explicit consideration of its detailed geometry. Experimental bench-scale conversion data for the ethanol to butadiene process over SBA-16 is used to extract intrinsic kinetic rate constants for a simplified reaction mechanism using this reduced order bench-scale reactor FEM model. The model ismore »
- Authors:
-
- National Renewable Energy Lab. (NREL), Golden, CO (United States)
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
- Publication Date:
- Research Org.:
- National Renewable Energy Lab. (NREL), Golden, CO (United States); Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
- Sponsoring Org.:
- USDOE Office of Energy Efficiency and Renewable Energy (EERE), Sustainable Transportation Office. Bioenergy Technologies Office
- OSTI Identifier:
- 1525763
- Alternate Identifier(s):
- OSTI ID: 1573020
- Report Number(s):
- NREL/JA-2700-74122; PNNL-SA-139387
Journal ID: ISSN 0920-5861
- Grant/Contract Number:
- AC36-08GO28308; AC05-76RL01830
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Catalysis Today
- Additional Journal Information:
- Journal Volume: 338; Journal Issue: C; Journal ID: ISSN 0920-5861
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 09 BIOMASS FUELS; 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; multi-scale catalysis; finite element method; molecular dynamics; reaction; diffusion; deactivation; catalyst design
Citation Formats
Bharadwaj, Vivek S., Pecha, Michael B., Bu, Lintao, Dagle, Vanessa Lebarbier, Dagle, Robert A., and Ciesielski, Peter N. Multi-scale simulation of reaction, transport and deactivation in a SBA-16 supported catalyst for the conversion of ethanol to butadiene. United States: N. p., 2019.
Web. doi:10.1016/j.cattod.2019.05.042.
Bharadwaj, Vivek S., Pecha, Michael B., Bu, Lintao, Dagle, Vanessa Lebarbier, Dagle, Robert A., & Ciesielski, Peter N. Multi-scale simulation of reaction, transport and deactivation in a SBA-16 supported catalyst for the conversion of ethanol to butadiene. United States. https://doi.org/10.1016/j.cattod.2019.05.042
Bharadwaj, Vivek S., Pecha, Michael B., Bu, Lintao, Dagle, Vanessa Lebarbier, Dagle, Robert A., and Ciesielski, Peter N. Thu .
"Multi-scale simulation of reaction, transport and deactivation in a SBA-16 supported catalyst for the conversion of ethanol to butadiene". United States. https://doi.org/10.1016/j.cattod.2019.05.042. https://www.osti.gov/servlets/purl/1525763.
@article{osti_1525763,
title = {Multi-scale simulation of reaction, transport and deactivation in a SBA-16 supported catalyst for the conversion of ethanol to butadiene},
author = {Bharadwaj, Vivek S. and Pecha, Michael B. and Bu, Lintao and Dagle, Vanessa Lebarbier and Dagle, Robert A. and Ciesielski, Peter N.},
abstractNote = {Effective design of heterogeneous catalytic systems requires careful coordination of physiochemical phenomena that span orders or magnitude in length and time scales. Multiscale modeling and simulation tools can provide useful insight for understanding and improving the performance of such systems. Mesoporous silica catalyst support materials present a versatile platform wherein support attributes may be tuned to control transport phenomena throughout the system. In this study we develop an integrated multiscale modeling approach for the conversion of ethanol to butadiene over an SBA-16 mesoporous silica supported catalyst. We use molecular dynamics simulations to calculate domain specific diffusivities of reactants and products in the various domains of SBA-16’s nanostructure. This is used to calculate a resultant effective diffusivity (Deff) through its microstructure using finite element method (FEM) models of the tessellated unit cell. The resultant effective diffusivity enables the development of a reduced-order reactor level FEM model that is able to implicitly account for the SBA-16’s transport effects without the explicit consideration of its detailed geometry. Experimental bench-scale conversion data for the ethanol to butadiene process over SBA-16 is used to extract intrinsic kinetic rate constants for a simplified reaction mechanism using this reduced order bench-scale reactor FEM model. The model is able to reproduce experimental trends in conversion and activity lifetimes. The impact of varying key support attributes such as pore-size and particle size on catalytic activity lifetimes is then explored. We demonstrate the utility of this multi-scale modelling strategy in guiding catalyst design for the development of rational strategies to improve the performance of heterogeneous supported catalytic systems.},
doi = {10.1016/j.cattod.2019.05.042},
journal = {Catalysis Today},
number = C,
volume = 338,
place = {United States},
year = {Thu May 23 00:00:00 EDT 2019},
month = {Thu May 23 00:00:00 EDT 2019}
}
Web of Science
Works referenced in this record:
A new family of mesoporous molecular sieves prepared with liquid crystal templates
journal, December 1992
- Beck, J. S.; Vartuli, J. C.; Roth, W. J.
- Journal of the American Chemical Society, Vol. 114, Issue 27, p. 10834-10843
Triblock Copolymer Syntheses of Mesoporous Silica with Periodic 50 to 300 Angstrom Pores
journal, January 1998
- Zhao, Dongyuan; Feng, Jianglin; Huo, Qisheng
- Science, Vol. 279, Issue 5350, p. 548-552
Nonionic Triblock and Star Diblock Copolymer and Oligomeric Surfactant Syntheses of Highly Ordered, Hydrothermally Stable, Mesoporous Silica Structures
journal, June 1998
- Zhao, Dongyuan; Huo, Qisheng; Feng, Jianglin
- Journal of the American Chemical Society, Vol. 120, Issue 24
The effect and model of silica concentrations on physical properties and particle sizes of three-dimensional SBA-16 nanoporous materials
journal, December 2003
- Cheng, Chi-Feng; Lin, Yi-Chun; Cheng, Hsu-Hsuan
- Chemical Physics Letters, Vol. 382, Issue 5-6
Highly-controlled synthesis of organic layers on mesoporous silica: their structure and application to toxic ion adsorptions
journal, January 2005
- Yoshitake, Hideaki
- New Journal of Chemistry, Vol. 29, Issue 9
Mesoporous and Mesostructured Materials for Optical Applications
journal, October 2001
- Scott, Brian J.; Wirnsberger, Gernot; Stucky, Galen D.
- Chemistry of Materials, Vol. 13, Issue 10
Selective external surface functionalization of large-pore silica materials capable of protein loading
journal, May 2017
- Schlipf, Daniel M.; Rankin, Stephen E.; Knutson, Barbara L.
- Microporous and Mesoporous Materials, Vol. 244
A Mesoporous Silica Nanosphere-Based Carrier System with Chemically Removable CdS Nanoparticle Caps for Stimuli-Responsive Controlled Release of Neurotransmitters and Drug Molecules
journal, April 2003
- Lai, Cheng-Yu; Trewyn, Brian G.; Jeftinija, Dusan M.
- Journal of the American Chemical Society, Vol. 125, Issue 15
Direct imaging of the pores and cages of three-dimensional mesoporous materials
journal, November 2000
- Sakamoto, Yasuhiro; Kaneda, Mizue; Terasaki, Osamu
- Nature, Vol. 408, Issue 6811
Tailoring the Pore Structure of SBA-16 Silica Molecular Sieve through the Use of Copolymer Blends and Control of Synthesis Temperature and Time
journal, August 2004
- Kim, Tae-Wan; Ryoo, Ryong; Kruk, Michal
- The Journal of Physical Chemistry B, Vol. 108, Issue 31
Controlling the window size in mesoporous SBA-16
journal, January 2014
- Qin, L.; Sakamoto, Y.; Anderson, M. W.
- Phys. Chem. Chem. Phys., Vol. 16, Issue 29
Mesostructured Silica SBA-16 with Tailored Intrawall Porosity Part 2: Diffusion
journal, January 2007
- Gobin, Oliver C.; Huang, Qinglin; Vinh-Thang, Hoang
- The Journal of Physical Chemistry C, Vol. 111, Issue 7
Review of old chemistry and new catalytic advances in the on-purpose synthesis of butadiene
journal, January 2014
- Makshina, Ekaterina V.; Dusselier, Michiel; Janssens, Wout
- Chem. Soc. Rev., Vol. 43, Issue 22
Butadiene production process overview
journal, March 2007
- White, Wm. Claude
- Chemico-Biological Interactions, Vol. 166, Issue 1-3
Catalytic transformation of ethanol into 1,3-butadiene
journal, September 2014
- Jones, Matthew D.
- Chemistry Central Journal, Vol. 8, Issue 1
Effect of the SiO2 support on the catalytic performance of Ag/ZrO2/SiO2 catalysts for the single-bed production of butadiene from ethanol
journal, November 2018
- Dagle, Vanessa Lebarbier; Flake, Matthew D.; Lemmon, Teresa L.
- Applied Catalysis B: Environmental, Vol. 236
Relation between Catalytic Activity and Size of Particle
journal, July 1939
- Thiele, E. W.
- Industrial & Engineering Chemistry, Vol. 31, Issue 7
Overview of Computational Fluid Dynamics Simulation of Reactor-Scale Biomass Pyrolysis
journal, March 2017
- Xiong, Qingang; Yang, Yang; Xu, Fei
- ACS Sustainable Chemistry & Engineering, Vol. 5, Issue 4
Classification and analysis of integrating frameworks in multiscale modelling
journal, June 2004
- Ingram, G. D.; Cameron, I. T.; Hangos, K. M.
- Chemical Engineering Science, Vol. 59, Issue 11
Advancing catalytic fast pyrolysis through integrated multiscale modeling and experimentation: Challenges, progress, and perspectives
journal, April 2018
- Ciesielski, Peter N.; Pecha, M. Brennan; Bharadwaj, Vivek S.
- Wiley Interdisciplinary Reviews: Energy and Environment, Vol. 7, Issue 4
X-ray Structural Modeling and Gas Adsorption Analysis of Cagelike SBA-16 Silica Mesophases Prepared in a F127/Butanol/H 2 O System
journal, October 2006
- Kleitz, Freddy; Czuryszkiewicz, Teresa; Solovyov, Leonid A.
- Chemistry of Materials, Vol. 18, Issue 21
Comparison of the morphology and HDS activity of ternary Co-Mo-W catalysts supported on P-modified SBA-15 and SBA-16 substrates
journal, October 2009
- Huirache-Acuña, R.; Pawelec, B.; Rivera-Muñoz, E.
- Applied Catalysis B: Environmental, Vol. 92, Issue 1-2
Investigation of the Morphology of the Mesoporous SBA-16 and SBA-15 Materials
journal, May 2006
- Stevens, Wesley J. J.; Lebeau, Kurt; Mertens, Myrjam
- The Journal of Physical Chemistry B, Vol. 110, Issue 18
The cristobalite structures
journal, April 1932
- Barth, T. F. W.
- American Journal of Science, Vol. s5-23, Issue 136
Fast Parallel Algorithms for Short-Range Molecular Dynamics
journal, March 1995
- Plimpton, Steve
- Journal of Computational Physics, Vol. 117, Issue 1
Diffusion of aromatic hydrocarbons in hierarchical mesoporous H-ZSM-5 zeolite
journal, August 2018
- Bu, Lintao; Nimlos, Mark R.; Robichaud, David J.
- Catalysis Today, Vol. 312
Diffusion of Biomass Pyrolysis Products in H-ZSM-5 by Molecular Dynamics Simulations
journal, December 2016
- Bu, Lintao; Nimlos, Mark R.; Robichaud, David J.
- The Journal of Physical Chemistry C, Vol. 121, Issue 1
Monte Carlo Calculations for Alcohols and Their Mixtures with Alkanes. Transferable Potentials for Phase Equilibria. 5. United-Atom Description of Primary, Secondary, and Tertiary Alcohols
journal, April 2001
- Chen, Bin; Potoff, Jeffrey J.; Siepmann, J. Ilja
- The Journal of Physical Chemistry B, Vol. 105, Issue 15
PACKMOL: A package for building initial configurations for molecular dynamics simulations
journal, October 2009
- Martínez, L.; Andrade, R.; Birgin, E. G.
- Journal of Computational Chemistry, Vol. 30, Issue 13
VMD: Visual molecular dynamics
journal, February 1996
- Humphrey, William; Dalke, Andrew; Schulten, Klaus
- Journal of Molecular Graphics, Vol. 14, Issue 1
Constant-temperature molecular dynamics
journal, December 1990
- Nose, S.
- Journal of Physics: Condensed Matter, Vol. 2, Issue S
Mesostructured Silica SBA-16 with Tailored Intrawall Porosity Part 1: Synthesis and Characterization
journal, January 2007
- Gobin, Oliver C.; Wan, Ying; Zhao, Dongyuan
- The Journal of Physical Chemistry C, Vol. 111, Issue 7
Chemical Reaction Engineering
journal, November 1999
- Levenspiel, Octave
- Industrial & Engineering Chemistry Research, Vol. 38, Issue 11
Close packing density of polydisperse hard spheres
journal, December 2009
- Farr, Robert S.; Groot, Robert D.
- The Journal of Chemical Physics, Vol. 131, Issue 24
Permeability of porous solids
journal, January 1961
- Millington, R. J.; Quirk, J. P.
- Transactions of the Faraday Society, Vol. 57
Modeling of catalyst deactivation
journal, April 2001
- Froment, G. F.
- Applied Catalysis A: General, Vol. 212, Issue 1-2
Reaction Mechanism and Deactivation Modes of Heterogeneous Catalytic Systems
journal, January 2011
- Kumbilieva, K.; Petrov, L.; Alhamed, Y.
- Chinese Journal of Catalysis, Vol. 32, Issue 3-4
Compilation and evaluation of gas phase diffusion coefficients of reactive trace gases in the atmosphere: Volume 2. Diffusivities of organic compounds, pressure-normalised mean free paths, and average Knudsen numbers for gas uptake calculations
journal, January 2015
- Tang, M. J.; Shiraiwa, M.; Pöschl, U.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 10
Molecular Simulations of Fatty-Acid Methyl Esters and Representative Biodiesel Mixtures
journal, August 2015
- Bharadwaj, Vivek S.; Eagan, Nathaniel M.; Wang, Nicholas M.
- ChemPhysChem, Vol. 16, Issue 13
Self-diffusion in fluids in porous glass: Confinement by pores and liquid adsorption layers
journal, January 1996
- Kimmich, R.; Stapf, S.; Maklakov, A. I.
- Magnetic Resonance Imaging, Vol. 14, Issue 7-8
Alcohol tracer diffusion, density, NMR and FTIR studies of aqueous ethanol and 2,2,2-trifluoroethanol solutions at 25°C
journal, January 1998
- Harris, Kenneth R.; Newitt, Paula J.; Derlacki, Z. J.
- Journal of the Chemical Society, Faraday Transactions, Vol. 94, Issue 14
Works referencing / citing this record:
Hierarchically Structured CeO2 Catalyst Particles From Nanocellulose/Alginate Templates for Upgrading of Fast Pyrolysis Vapors
journal, October 2019
- Moyer, Kathleen; Conklin, Davis R.; Mukarakate, Calvin
- Frontiers in Chemistry, Vol. 7