Validation of a lattice Boltzmann model for gas-solid reactions with experiments

A lattice Boltzmann method is used to model gas-solid reactions where the composition of both the gas and solid phase changes with time, while the boundary between phases remains fixed. The flow of the bulk gas phase is treated using a multiple relaxation time MRT D3Q19 model; the dilute reactant is treated as a passive scalar using a single relaxation time BGK D3Q7 model with distinct inter- and intraparticle diffusivities. A first-order reaction is incorporated by modifying the method of Sullivan et al. [13] to include the conversion of a solid reactant. The detailed computational model is able to capture the multiscale physics encountered in reactor systems. Specifically, the model reproduced steady state analytical solutions for the reaction of a porous catalyst sphere (pore scale) and empirical solutions for mass transfer to the surface of a sphere at Re=10 (particle scale). Excellent quantitative agreement between the model and experiments for the transient reduction of a single, porous sphere of Fe"2O"3 to Fe"3O"4 in CO at 1023K and 10^5Pa is demonstrated. Model solutions for the reduction of a packed bed of Fe"2O"3 (reactor scale) at identical conditions approached those of experiments after 25 s, but required prohibitively long processor times. The presented lattice Boltzmann model resolved successfully mass transport at the pore, particle and reactor scales and highlights the relevance of LB methods for modelling convection, diffusion and reaction physics.

[1]  L. Luo,et al.  A priori derivation of the lattice Boltzmann equation , 1997 .

[2]  Y. W. Li,et al.  CFD-calculation of flow, dispersion and reaction in a catalyst filled tube by the lattice Boltzmann method , 2001 .

[3]  C. Müller,et al.  The kinetics of the reduction of iron oxide by carbon monoxide mixed with carbon dioxide , 2010 .

[4]  Visualisation of structure and flow in packed beds. , 1998, Magnetic resonance imaging.

[5]  Qinjun Kang,et al.  Lattice Boltzmann simulation of chemical dissolution in porous media. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[6]  L. E. Scriven,et al.  NMR imaging of velocity profiles and velocity distributions in bead packs , 1996 .

[7]  L. Luo,et al.  Theory of the lattice Boltzmann method: From the Boltzmann equation to the lattice Boltzmann equation , 1997 .

[8]  E. Teller,et al.  ADSORPTION OF GASES IN MULTIMOLECULAR LAYERS , 1938 .

[9]  A. Louisa,et al.  コロイド混合体における有効力 空乏引力から集積斥力へ | 文献情報 | J-GLOBAL 科学技術総合リンクセンター , 2002 .

[10]  R. Benzi,et al.  The lattice Boltzmann equation: theory and applications , 1992 .

[11]  Charles N. Satterfield,et al.  Heterogeneous catalysis in practice , 1980 .

[12]  Dieter Mewes,et al.  Simulation of 3D velocity and concentration profiles in a packed bed adsorber by lattice Boltzmann methods , 2006 .

[13]  R. Sman Finite Boltzmann schemes , 2006 .

[14]  A. Ladd Numerical simulations of particulate suspensions via a discretized Boltzmann equation. Part 1. Theoretical foundation , 1993, Journal of Fluid Mechanics.

[15]  Sheng Chen Simulating compositional convection in the presence of rotation by lattice Boltzmann model , 2010 .

[16]  S. Ergun,et al.  Fluid Flow through Randomly Packed Columns and Fluidized Beds , 1949 .

[17]  John F. Davidson,et al.  Production of Very Pure Hydrogen with Simultaneous Capture of Carbon Dioxide using the Redox Reactions of Iron Oxides in Packed Beds , 2008 .

[18]  R. Aris,et al.  On shape factors for irregular particles—II.: The transient problem. Heat transfer to a packed bed☆ , 1957 .

[19]  J. Georgiadis,et al.  An Evaluation of the Bounce-Back Boundary Condition for Lattice Boltzmann Simulations , 1997 .

[20]  R. Benzi,et al.  Lattice Gas Dynamics with Enhanced Collisions , 1989 .

[21]  K. Sundmacher,et al.  Production of hydrogen with low COx-content for PEM fuel cells by cyclic water gas shift reactor , 2008 .

[22]  D. d'Humières,et al.  Multiple–relaxation–time lattice Boltzmann models in three dimensions , 2002, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[23]  Q. Zou,et al.  On pressure and velocity boundary conditions for the lattice Boltzmann BGK model , 1995, comp-gas/9611001.

[24]  Qisu Zou,et al.  N ov 1 99 6 On pressure and velocity flow boundary conditions and bounceback for the lattice Boltzmann BGK model , 2008 .

[25]  Pietro Asinari,et al.  Asymptotic analysis of multiple-relaxation-time lattice Boltzmann schemes for mixture modeling , 2008, Comput. Math. Appl..

[26]  Rutherford Aris,et al.  On shape factors for irregular particles—I: The steady state problem. Diffusion and reaction , 1995 .

[27]  J. Boon The Lattice Boltzmann Equation for Fluid Dynamics and Beyond , 2003 .

[28]  P. Lallemand,et al.  Theory of the lattice Boltzmann method: acoustic and thermal properties in two and three dimensions. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[29]  Cyrus K. Aidun,et al.  Lattice-Boltzmann Method for Complex Flows , 2010 .

[30]  L. Luo,et al.  Lattice Boltzmann Model for the Incompressible Navier–Stokes Equation , 1997 .

[31]  Lynn F. Gladden,et al.  Simulation of packed bed reactors using lattice Boltzmann methods , 2005 .

[32]  Kazuhiro Yamamoto,et al.  Simulation of Combustion Field with Lattice Boltzmann Method , 2002 .

[33]  D. Mewes,et al.  Simulation of micro- and macro-transport in a packed bed of porous adsorbents by lattice Boltzmann methods , 2007 .

[34]  Stuart A. Scott,et al.  Tangential velocity profiles of granular material within horizontal rotating cylinders modelled using the DEM , 2010 .

[35]  Shiyi Chen,et al.  Lattice Boltzmann computations for reaction‐diffusion equations , 1993 .

[36]  P. Bhatnagar,et al.  A Model for Collision Processes in Gases. I. Small Amplitude Processes in Charged and Neutral One-Component Systems , 1954 .

[37]  Shiyi Chen,et al.  LATTICE BOLTZMANN METHOD FOR FLUID FLOWS , 2001 .

[38]  L. V. Bogdandy,et al.  The Reduction of Iron Ores , 1971 .

[39]  Harihar Rajaram,et al.  Accuracy and Computational Efficiency in 3D Dispersion via Lattice-Boltzmann: Models for Dispersion in Rough Fractures and Double-Diffusive Fingering , 1998 .

[40]  Michael C. Sukop,et al.  Lattice Boltzmann Modeling: An Introduction for Geoscientists and Engineers , 2005 .

[41]  Florian Huber,et al.  Numerical simulations of single phase reacting flows in randomly packed fixed-bed reactors and experimental validation , 2003 .

[42]  N. Cai,et al.  Hydrogen Production from the Steam-Iron Process with Direct Reduction of Iron Oxide by Chemical Looping Combustion of Coal Char , 2008 .

[43]  T. Abe Derivation of the Lattice Boltzmann Method by Means of the Discrete Ordinate Method for the Boltzmann Equation , 1997 .

[44]  Cass T. Miller,et al.  An evaluation of lattice Boltzmann schemes for porous medium flow simulation , 2006 .

[45]  Liang-Shih Fan,et al.  Syngas chemical looping gasification process: oxygen carrier particle selection and performance , 2009 .

[46]  A. Ladd Numerical simulations of particulate suspensions via a discretized Boltzmann equation. Part 2. Numerical results , 1993, Journal of Fluid Mechanics.

[47]  C. F. Curtiss,et al.  Molecular Theory Of Gases And Liquids , 1954 .

[48]  D. Wolf-Gladrow Lattice-Gas Cellular Automata and Lattice Boltzmann Models: An Introduction , 2000 .

[49]  Sauro Succi,et al.  A multi-relaxation lattice kinetic method for passive scalar diffusion , 2005 .

[50]  Flekkoy Lattice Bhatnagar-Gross-Krook models for miscible fluids. , 1993, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[51]  O. Filippova,et al.  A Novel Lattice BGK Approach for Low Mach Number Combustion , 2000 .

[52]  E. W. Thiele Relation between Catalytic Activity and Size of Particle , 1939 .

[53]  R. S. Maier,et al.  Lattice-Boltzmann accuracy in pore-scale flow simulation , 2010, J. Comput. Phys..

[54]  Wei Shyy,et al.  Force evaluation in the lattice Boltzmann method involving curved geometry. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[55]  Sheng Chen,et al.  A simple lattice Boltzmann scheme for combustion simulation , 2008, Comput. Math. Appl..

[56]  W. Ranz Evaporation from drops : Part II , 1952 .

[57]  Sauro Succi,et al.  Lattice Kinetic Theory for Numerical Combustion , 1996, comp-gas/9609003.

[58]  John Abraham,et al.  Three-dimensional multi-relaxation time (MRT) lattice-Boltzmann models for multiphase flow , 2007, J. Comput. Phys..

[59]  Gimenez Juan Casado,et al.  A process for producing hydrogen. , 2004 .

[60]  Nicos Martys,et al.  Pulsed gradient NMR measurements and numerical simulation of flow velocity distribution in sphere packings , 1996 .

[61]  鉄鋼基礎共同研究会 Blast furnace phenomena and modelling , 1987 .

[62]  J. Jiménez,et al.  Boltzmann Approach to Lattice Gas Simulations , 1989 .

[63]  Robert S. Bernard,et al.  Simulation of flow through bead packs using the lattice Boltzmann method , 1998 .