CFD simulation of catalytic reactors Olaf Deutschmann, Karlsruhe Institute of Technology (KIT) Topsøe Catalysis Forum, Munkerupgaard, August 29-30, 2013 Institute for Chemical Technology and Polymer Chemistry (ITCP) KIT – University of the State of Baden-Wuerttemberg and National Research Center of the Helmholtz Association Institute for Catalysis Research and Technology (IKFT) www.kit.edu THE CHALLENGE 2 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Multi-scale modeling: From 10-10 m and 10-13 s to 1m and 10 s 1m 10 s 1 mm 10 ms 0.1 nm 3 1 nm 10 nm 10 m 100 s Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry THE DREAM 4 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Multi-scale modeling in catalysis: From fundamental understanding to technology Length and Time Process simulation Transients in heat & mass transfer Plants Fluid mechanics Reactors DGM MF Reactor components Porous supports kMC DFT Multi-components, Additives Single catalyst particles Elementary reactions on surfaces 5 Complexity Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry THE REALITY 6 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Development of micro kinetic models for simulations of catalytic reactors Surface Science Experimental Reaction mechanism and kinetics (idea) Surface Science Theoretical Modeling of lab reactors (including gas phase kinetics and transport models) Lab experiments (conversion, selectivity, ignition/extinction temperatures, spatial & temporal profiles, coverage) Comparison of experiment and simulation Thermodynamic consistency Technical reactor Sensitivity & reaction flow analyses Revised reaction mechanism Cortesey of hte AG 7 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Development of micro kinetic models for simulations of catalytic reactors Surface Science Experimental Reaction mechanism and kinetics (idea) Surface Science Theoretical Modeling of lab reactors (including gas phase kinetics and transport models) Lab experiments (conversion, selectivity, ignition/extinction temperatures, spatial & temporal profiles, coverage) Comparison of experiment and simulation Thermodynamic consistency Technical reactor Sensitivity & reaction flow analyses Revised reaction mechanism Cortesey of hte AG 8 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Density Functional Theory (DFT) - simulation: Periodic Slab approach Binding energy of an oxygen atom as a function of surface coverage J.A. Keith, J. Anton, T.Jacob. Chapter 1 in Modeling and Simulation of Heterogeneous Catalytic Reactions. O. Deutschmann (Ed.), 2011 9 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry DFT - Simulation: Periodic Slab approach: H2 oxidation over Pt(111) J.A. Keith, J. Anton, T.Jacob. Chapter 1 in Modeling and Simulation of Heterogeneous Catalytic Reactions. O. Deutschmann (Ed.), 2011 10 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Kinetic Monte Carlo Simulation of surface reactions and diffusion: CO oxidation on Pt nanoperticle 2 CO + O2 -> 2 CO2 CO: blue O: red Catalyst atom (Pt): white Washcoat molecule (Al2O3): grey Adsorption sites: yellow L. Kunz et al., Chapter 4 in Modeling Heterogeneous Catalytic Reactions. O. Deutschmann (Ed.), 2011 11 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Modeling heterogeneous reactions: Concept of rate equations (mean-field approximation) Surface coverage Θi si M i c Θi i i t Γ Γ Locally resolved reaction rates depending on gasphase concentration and surface coverages Surface reaction rate 'jk si ik kf k c j kR jS Rate expression k f k Ak T 12 βk Eak N s μik εik Θi exp exp Θ i RT RT 1 i O. Deutschmann. in Handbook of Heterogeneous Catalysis, 2nd Ed.,, G. Ertl, H. Knözinger, F. Schüth, J. Weitkamp (eds.), p. 1811, Wiley-VCH, 2008 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Development of micro kinetic models for simulations of catalytic reactors Surface Science Experimental Reaction mechanism and kinetics (idea) Surface Science Theoretical Modeling of lab reactors (including gas phase kinetics and transport models) Lab experiments (conversion, selectivity, ignition/extinction temperatures, spatial & temporal profiles, coverage) Comparison of experiment and simulation Thermodynamic consistency Technical reactor Sensitivity & reaction flow analyses Revised reaction mechanism Cortesey of hte AG 13 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Example Development of a microkinetic model for CH4 + CO2 2 H2 + 2 CO CH4 + H2O 3 H2 + CO CH4 + ½ O2 2 H2 + CO CH4 + 2 O2 2 H2O + CO2 over Ni-based catalysts to be used for numerical simulation of technical reactors DryRef: FKZ 0327856 14 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Micro kinetic model for conversion of methane over Ni A(cm,mol,s) β(-) Ea(KJ/mol) Reaction R1 R2 R3 R4 R5 R6 R7 R8 R9 R10 R11 R12 R13 R14 R15 R16 R17 R18 R19 R20 R21 R22 R23 R24 R25 R26 R27 R28 R29 R30 R31 R32 R33 R34 R35 R36 R37 R38 R39 R40 R41 R42 R43 R44 R45 R46 R47 R48 R49 R50 H2 H(Ni) O2 O(Ni) CH4 CH4(Ni) H2O H2O(Ni) CO2 CO2(Ni) CO CO(Ni) O(Ni) OH(Ni) OH(Ni) H2O(Ni) OH(Ni) O(Ni) O(Ni) CO(Ni) CO2(Ni) O(Ni) CO2(Ni) COOH(Ni) COOH(Ni) CO(Ni) CO(Ni) C(Ni) HCO(Ni) CO(Ni) HCO(Ni) O(Ni) CH4(Ni) CH3(Ni) CH3(Ni) CH2(Ni) CH2(Ni) CH(Ni) CH(Ni) C(Ni) O(Ni) CH3(Ni) O(Ni) CH2(Ni) O(Ni) CH(Ni) O(Ni) C(Ni) H(Ni) OH(Ni) +2(Ni) +H(Ni) +2(Ni) +O(Ni) +(Ni) >(Ni) +(Ni) >(Ni) +(Ni) >(Ni) +(Ni) >(Ni) +H(Ni) +(Ni) +H(Ni) +(Ni) +OH(Ni) +H2O(Ni) +C(Ni) +(Ni) +(Ni) +CO(Ni) +H(Ni) +(Ni) +(Ni) +OH(Ni) +CO(Ni) +CO2(Ni) +(Ni) +H(Ni) +(Ni) +CH(Ni) +(Ni) +H(Ni) +(Ni) +H(Ni) +(Ni) +H(Ni) +(Ni) +H(Ni) +CH4(Ni) +OH(Ni) +CH3(Ni) +OH(Ni) +CH2(Ni) +OH(Ni) +CH(Ni) +OH(Ni) +CO(Ni) +C(Ni) CH4(g) * CH4* * CH3* * CH2* * CH* O2(g) 15 >H(Ni) >2(Ni) >O(Ni) >2(Ni) >CH4(Ni) +CH4 >H2O(Ni) +H2O >CO2(Ni) +CO2 >CO(Ni) +CO >OH(Ni) >O(Ni) >H2O(Ni) >OH(Ni) >O(Ni) >OH(Ni) >CO(Ni) >O(Ni) >O(Ni) >CO2(Ni) >COOH(Ni) >CO2(Ni) >CO(Ni) >COOH(Ni) >C(Ni) >CO(Ni) >CO(Ni) >HCO(Ni) >O(Ni) >HCO(Ni) >CH3(Ni) >CH4(Ni) >CH2(Ni) >CH3(Ni) >CH(Ni) >CH2(Ni) >C(Ni) >CH(Ni) >CH3(Ni) >O(Ni) >CH2(Ni) >O(Ni) >CH(Ni) >O(Ni) >C(Ni) >O(Ni) >C(Ni) >H(Ni) +H(Ni) +H2 +O(Ni) +O2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.7 0.7 0.00 92.21 0.00 420.95 0.00 37.55 0.00 60.79 0.00 25.98 0.00 109.27-50ƟCO(Ni) 97.90 36.09 42.70 91.76 100.00 102.86 148.00 100.24-50ƟCO(Ni) 89.32 123.60-50ƟCO(Ni) 166.00 87.00 38.00 111.00 326.00-50ƟCO(Ni) 155.00 0.00+50ƟCO(Ni) 132.23 81.91 109.97 57.70 61.58 100.00 55.33 97.10 79.18 18.80 161.11 75.30 30.37 110.10 23.62 126.80 47.07 48.10 128.61 110.05-50ƟCO(Ni) 30.00 R21 CO2(Ni) +(Ni) >O(Ni) H* * R22 OH* O(Ni) +CO(Ni) H2O* >CO2(Ni) R23 CO2(Ni) +H(Ni) >COOH(Ni) R24 COOH(Ni) +(Ni) >CO2(Ni) O* +(Ni) R25 COOH(Ni) +(Ni) +H(Ni) R26 CO(Ni) +OH(Ni) +(Ni) +H(Ni) +H2O(Ni) R27 CO(Ni) +OH(Ni) +(Ni) R28 H* C(Ni) H* +C(Ni) +CO(Ni) +(Ni) +(Ni) +H(Ni) +OH(Ni) +(Ni) +CO2(Ni) +CO(Ni) +H(Ni) +(Ni) +CH(Ni) +(Ni) +H(Ni) +(Ni) +H(Ni) +(Ni) +H(Ni) +(Ni) +H(Ni) +(Ni) +OH(Ni) +CH4(Ni) +OH(Ni) +CH3(Ni) +OH(Ni) +CH2(Ni) +OH(Ni) +CH(Ni) +OH(Ni) +CO(Ni) R19 O(Ni) * R20 CO(Ni) R27 CO(Ni) R28 C(Ni) +C(Ni) +(Ni) OH* R49 H(Ni) R50 OH(Ni) O* +CO2(Ni) * +CO(Ni) CO(g) >CO(Ni) >O(Ni) * CO2* +(Ni) +C(Ni) OH* +CO(Ni) >C(Ni) +CO2(Ni) >CO(Ni) O* +CO(Ni) +(Ni) H2O(g) +(Ni) +H(Ni) >CO(Ni) +OH(Ni) CO2(g) >COOH(Ni) +(Ni) +CO(Ni) >C(Ni) H2(g) >CO(Ni) +CO2(Ni) R39 CH(Ni)C* +(Ni) R40 C(Ni) +H(Ni) R47 O(Ni) CHO* R48 C(Ni) * 1.000E-02 2.545E+31 1.000E-02 4.283E+20 8.000E-03 8.705E+15 1.000E-01 3.732E+12 7.000E-06 6.447E+07 5.000E-01 3.563E+11 5.000E+22 1.781E+21 3.000E+20 2.271E+21 3.000E+21 6.373E+23 3.400E+19 1.759E+11 4.653E+23 2.000E+19 7.230E+18 3.230E+19 2.740E+23 3.200E+23 3.200E+18 3.700E+21 3.700E+21 4.019E+20 3.792E+15 4.604E+20 3.700E+21 6.034E+21 3.700E+24 1.293E+23 3.700E+21 4.089E+24 3.700E+23 4.562E+21 1.700E+24 9.876E+22 3.700E+24 4.607E+21 3.700E+19 1.457E+23 3.700E+21 1.625E+21 4.945E+21 2.769E+22 H* COOH* +CO2(Ni) +CO(Ni) CO* >C(Ni) >CH(Ni) +H(Ni) +(Ni) +CH(Ni) H* +OH(Ni) >C(Ni) >O(Ni) +OH(Ni) +CH(Ni) +CO(Ni) +C(Ni) >C(Ni) >H(Ni) +OH(Ni) +CO(Ni) L. Maier, B. Schädel, K. Herrera Delgado, S. Tischer, O. Deutschmann, Top Catal: 54 845 (2011) Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Development of micro kinetic models for simulations of catalytic reactors Surface Science Experimental Reaction mechanism and kinetics (idea) Surface Science Theoretical Modeling of lab reactors (including gas phase kinetics and transport models) Lab experiments (conversion, selectivity, ignition/extinction temperatures, spatial & temporal profiles, coverage) Comparison of experiment and simulation Thermodynamic consistency Technical reactor Sensitivity & reaction flow analyses Revised reaction mechanism Cortesey of hte AG 16 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Dry-reforming of CH4: Small olefins can lead to gas-phase molecular-weight growth and carbon deposits CH4/CO2 = 1; 10 % H2; 5 % Ar u0 = 0,366 m/s, ~1200 K, 20 bar A. Li, O. Deutschmann. Chemical Engineering Science, 62 (2007) 4976. L.C.S. Kahle, T. Roussière, L. Maier, K. Herrera Delgado, G. Wasserschaff, S.A. Schunk, O. Deutschmann. Ind. & Eng. Chem. Res. 52 (2013) 11920 17 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Development of micro kinetic models for simulations of catalytic reactors Surface Science Experimental Reaction mechanism and kinetics (idea) Surface Science Theoretical Modeling of lab reactors (including gas phase kinetics and transport models) Lab experiments (conversion, selectivity, ignition/extinction temperatures, spatial & temporal profiles, coverage) Comparison of experiment and simulation Thermodynamic consistency Technical reactor Sensitivity & reaction flow analyses Revised reaction mechanism Cortesey of hte AG 18 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Spatially - resolved sampling techniques for catalytic reactors Stagnation flow reactor (0d) N.E. McGuire, N.P. Sullivan, O. Deutschmann, H. Zhu, R.J. Kee. Appl. Catal. A 394 (2011) 257. C. Karakaya, O. Deutschmann, Chem. Eng. Sci. 89 (2013) 171 Monolithic Catalysts (1d) G. Fischer et al., 2006 R. Horn, N. J. Degenstein, K. A. Williams, L. D. Schmidt Catal. Lett. 110, 169-178 (2006) A. Donazzi, D. Livio, M. Maestri, A. Beretta, G. Groppi, E. Tronconi, P. Forzatti, Angew. Chem. Int. Ed. 2011, 50, 3943. D. Livio, C. Diehm, A. Donazzi, A. Beretta, G. Groppi, O. Deutschmann, Appl. Catal. A (2013) Reactors with catalytic surfaces (2d) OH LIF U. Dogwiler, J. Mantzaras, C. Appel, P. Benz, B. Kaeppeli, R. Bombach, A. Arnold. Proc. Combust. Inst. 27 (1998) 2275 19 NO LIF A. Zellner, O. Deutschmann, 2012 O. Deutschmann, J.-D. Grunwaldt. Chem.Eng. Technol. 85 (2013) 595 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Stagnation flow reactor for kinetic studies: Resolution of external and internal boundary layer Oxidation of CH4 over Rh/Al2O3 catalyst gas-phase Tsurf = 700°C Software: DETCHEMSTAG, H. Karadeniz, S. Tischer, O. Deutschmann 20 C. Karakaya, O. Deutschmann, Chem. Eng. Sci. 89 (2013) 171 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Resolution of species profiles and temperature in flow direction with movable capillaries: CPOX of EtOH over Rh/Al2O3 20 Stoffmengenanteil (%) H2 15 EtOH CO 10 O2 H2O 5 CO2 0 -15 -10 -5 0 5 10 15 20 25 Axiale Koordinate (mm) Stoffmengenanteil (%) 2,0 C/O = 0,65 C/O = 0,70 C/O = 0,75 C/O = 0,80 C/O = 0,85 1,5 Acetaldehyd 1,0 0,5 0,0 -15 M. Hettel, C. Diehm, B. Torkashvand, ,O. Deutschmann, Catal. Today (2013) D. Livio, C. Diehm, A. Beretta, G. Groppi, O. Deutschmann, Appl. Catal. A (2013) 21 -10 -5 0 5 10 15 20 25 Axiale Koordinate (mm) Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Development of micro kinetic models for simulations of catalytic reactors Surface Science Experimental Reaction mechanism and kinetics (idea) Surface Science Theoretical Modeling of lab reactors (including gas phase kinetics and transport models) Lab experiments (conversion, selectivity, ignition/extinction temperatures, spatial & temporal profiles, coverage) Comparison of experiment and simulation Thermodynamic consistency Technical reactor Sensitivity & reaction flow analyses Revised reaction mechanism Cortesey of hte AG 22 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Strategy for mechanism development: Hierarchical approach H2 oxidation CO oxidation H2 CO O2 Sub-mechanism for H2/O2 systems Sub-mechanism for CO/O2 systems Preferential oxidation of CO H2 R-WGS CO2 H2 O2 O2 CO Varying composition, temperature, residence time WGS CO H2O Sub-mechanism for CO/O2/H2/CO2/H2O systems POx of CH4 CH4 O2 Dry reforming of CH4 CO2 CH4 Ox of CH4 CH4 O2 SR of CH4 CH4 Ni/Al2O3 (KIT) New Ni cat (BASF) Ni … cats (lit.) H2O Final mechanism for CO/O2/H2/CO2/H2O/CH4 systems 23 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Development of micro kinetic models for simulations of catalytic reactors Surface Science Experimental Reaction mechanism and kinetics (idea) Surface Science Theoretical Modeling of lab reactors (including gas phase kinetics and transport models) Lab experiments (conversion, selectivity, ignition/extinction temperatures, spatial & temporal profiles, coverage) Comparison of experiment and simulation Thermodynamic consistency Technical reactor Sensitivity & reaction flow analyses Revised reaction mechanism Cortesey of hte AG 24 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Dry reforming of natural gas over Ni-based catalyst: Influence of H2 addition Experimental conditions: Nickel based catalyst (BASF) 100-900oC , 4 SLPM, 1bar 1.6%CH4, 2.1%CO2, 1.8%H2 in N2 25 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Dry reforming of natural gas over Ni-based catalyst: Influence of H2O addition Experimental conditions: Nickel based catalyst (new BASF catalyst) 100-900oC, 4 SLPM , 1bar 1.7%CH4, 2.1%CO2, 2.1%H2O 26 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Partial oxidation of CH4 in a fixed-bed reactor Experimental conditions: Nickel based catalyst (new BASF catalyst) 200-900 oC, 4 SLPM, CH4/O2=1.6 in N2, 1bar No coke formation according to spent catalyst analysis 27 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Development of micro kinetic models for simulations of catalytic reactors Surface Science Experimental Reaction mechanism and kinetics (idea) Surface Science Theoretical Modeling of lab reactors (including gas phase kinetics and transport models) Lab experiments (conversion, selectivity, ignition/extinction temperatures, spatial & temporal profiles, coverage) Comparison of experiment and simulation Thermodynamic consistency Technical reactor Sensitivity & reaction flow analyses Revised reaction mechanism Cortesey of hte AG 28 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry APPLICATIONS success stories 29 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry TWC emission control 30 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Simulation at real driving conditions is very challenging: Continuous variation of all inlet variables J. Braun, T. Hauber, H. Többen, J. Windmann, P. Zacke, D. Chatterjee, C. Correa, O. Deutschmann, L. Maier, S.Tischer, J. Warnatz, SAE paper 2002-01-0065 31 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry DETCHEMMONOLITH: Computer program for the numerical simulation of transients in catalytic monoliths MONOLITH Temperature of the solid structure incl. canning by a 2D / 3D heat balance transient quasi-steady-state temperature profile at the wall time scale ~ 1 s heat source term residence time < 100 ms CHANNEL or PLUG 1D or 2D-flow field simulations for a representative number of channels using boundary layer or plug flow equations gas phase concentrations temperature chemical source term transport coefficients DETCHEM - Library Thermodynamic and transport properties Detailed reaction mechanisms for gas-phase & surface S. Tischer, O. Deutschmann, Catal. Today 105 (2005) 407, www.detchem.de 32 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Pollutant reduction in a three-way catalyst during cold start-up: Simulation of a driving cycle J. Braun, T. Hauber, H. Többen, J. Windmann, P. Zacke, D. Chatterjee, C. Correa, O. Deutschmann, L. Maier, S.Tischer, J. Warnatz, SAE paper 2002-01-0065 33 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Cumulative CO emission in MEVG cycle: Experiment vs. simulation 8 inlet inlet (cum.) experiment (cum.) simulation (cum.) 7 CO emission [%] 6 80 5 60 4 40 3 2 20 1 0 0 Funded by Corning, 2006-2009 34 200 400 600 time [s] 800 1000 cumulative CO emission [g] 100 0 1200 Tischer et al. SAE Technical paper 2007-01-1072 2007 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Auxiliary power units (APU) with on-board reforming Courtesy of Steve Shaffer, Delphi, 2008 SECA Review 35 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry On-board catalytic partial oxidation of logistic fuels provides electricity and reduces pollutant emissions Tailgas recycling (CO2/H2O) CPOx Reformer AIR H2, CO WGS Improved Start‐up Fuel 36 Idle state: < 5% Full load: < 30% el. efficiency H2 SOFC PEM 40‐60% el. efficiency H2 ‐ SCR Catalytic Converter Exhaust Exhaust Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Conversion of logistic fuels (i-octane) to hydrogen: Computed profiles in the reformer Rh catalyst at ~1000°C converts hydrocarbons fuels to CO and H2 in less than 5 ms without any additional energy supply CnHm+ n/2 O2 n CO + m/2 H2 H2 Surface: 111 reactions / 31 surface species Gas-phase: 7193 reactions/ 857 species 37 L. Maier, M. Hartmann, O. Deutschmann, Combust. Flame 158 (2011) 796–808. Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry CPOX of i-octane: Coke precursors are formed in the gas phase both in the catalytic zone and downstream 10 nm carbon layer Rh Al2O3 support Rh C/O = 1.0 5 slpm catalyst catalyst L. Maier, M. Hartmann, O. Deutschmann, Combust. Flame 158 (2011) 796–808. 38 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry SOFC operated with HC fuels: Complex interaction of electrochemistry, thermo-catalytic chemistry, mass and heat transport H. Zhu, R. J. Kee, V.M. Janardhanan, O. Deutschmann, D.G. Goodwin. J. Electrochemical Soc. 152 (2005) A2427 39 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Modeling Solid-Oxide Fuel Cells: Spatial profiles in the fuel channel and Ni/YSZ anode H. Zhu, R. J. Kee, V.M. Janardhanan, O. Deutschmann, D.G. Goodwin. J. Electrochemical Soc. 152 (2005) A2427 40 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Anode-supported, planar SOFC: Computed temperature distribution in the electrodes (adiabatic condition) Impact of endothermic reforming and temperature difference between fuel and air streams on temperature distribution Anode 750 m Cathode 30 m Fuel stream: 40% CH4, 60% H2O at 800°C Cathode stream: Air at 650°C 41 V.M. Janardhanan, O. Deutschmann. Chem. Eng. Sci. 62 (2007) 5473 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Anode-supported, planar SOFC: Impact of anode thickness on current density (adiabatic condition) Competition of H2 production/consumption, endothermic reforming, and heat release Fuel stream: 40% CH4, 60% H2O at 800°C Cathode stream: Air at 650°C V.M. Janardhanan, O. Deutschmann. J. Power Sources 177 (2007) 296 42 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Anode-supported, planar SOFC: Impact of anode thickness on efficiency and power density V.M. Janardhanan, O. Deutschmann. ECS Transactions 7 (2007) 1939 43 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry SOFC Stack Structure 44 Planar architecture Membrane-electrode assembly Interconnect carries current Stacked layers build voltage Electrolyte (e.g.,YSZ) Polycrystalline ceramic O2- ion conductor Electrical insulator Impervious to gas flow Electrodes Porous cermet composite Anode supports MEA Interconnect High electrical conductivity Maintains equal potential Flow channels Formed in interconnect Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry SOFC stack: Simulation of stack temperature caused by change in voltage Start-up and step change in voltage from 0.7V to 0.8V in a SOFC stack V. Menon, V.M. Janardhanan, S. Tischer, O. Deutschmann. J. Power Sources 214 (2012) 227 45 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Simulation of technical catalytic reactors from first principles: STILL A LONG WAY TO GO Length and Time Process simulation Transients in heat & mass transfer Plants Fluid mechanics Reactors DGM MF Reactor components Porous supports kMC DFT Multi-components, Additives Single catalyst particles Elementary reactions on surfaces 46 Complexity Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Acknowledgements Many colleagues at KIT Deutschmann group at KIT 2011 47 R.J. Kee, A.M. Dean, N.P. Sullivan (CSM) L. D. Schmidt (U Minnesota) G. Eigenberger, U. Nieken (U Stuttgart) V.M. Janardhanan (IIT Hyderabad) H.-G. Bock (U Heidelberg) A. Beretta (Politecnico Milano) K. Norinaga (Fukuoka U) R.J. Behm (U Ulm) T. Bauer, R. Lange (TU Dresden) U. Riedel (DLR Stuttgart) A. Worayingyong, P. Viravathana (Kasetsart U) W. Zhang (Beijing), S. Zhang (Xi’an) Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry Thank you for your attention! Hydrodynamics and mass transfer in Taylor flow Rising bubble swarm Ö. Keskin, M. Wörner, H.S. Soyhan,T. Bauer, O. Deutschmann, R. Lange. AIChE J 56 (2010) 1693 48 Olaf Deutschmann Institute for Chemical Technology and Polymer Chemistry