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Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker), Anthony G. Dixon Worcester Polytechnic Institute - Chemical Eng. Dpt. , Worcester, MA, USA COMSOL Conference 2010 Boston Presented at the

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Page 1: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

Modeling of Transport and Reaction

in a Catalytic Bed Using a Catalyst

Particle Model. Florent Allain (speaker), Anthony G. Dixon

Worcester Polytechnic Institute - Chemical Eng. Dpt. , Worcester, MA, USA

COMSOL Conference 2010 Boston Presented at the

Page 2: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

• Packed bed reactors: CO conversion, MSR reaction, Benzene conversion to cyclohexane…

• Characterized by N=ratio between bed and particle diameter,

• Usual model: pseudo-heterogeneous, effectiveness factor High N

• Our model: pseudo-heterogeneous, diffusion in the solid particles.

Background

Page 3: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

Our model (1)

• Fluid equations:

• Solid equations:

Page 4: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

• Boundary conditions:

▫ Fluid phase:

Convective fluxes for C and T

Axis symmetry for C and T

Our model (2)

Page 5: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

• Boundary conditions:

▫ Solid phase:

Axis symmetry

Our model (3)

Page 6: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

• Chemical eng. module

• Fluid equations: 2D Convection conduction/diffusion

• Solid equations: 3D Conduction/diffusion

• Extrusion coupling variables from one geometry to the other.

Implementation in COMSOL© 3.5

Page 7: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

• First case: CO conversion over copper-chromite catalyst. N=11.

• CO inlet concentration of 0.5 mol/m3,

• O2 considered constant (30.6 mol/m3) in the fluid and solid,

• Constant wall temperature of 385K.

Test case - Statement

Page 8: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

Temperature profile – Fluid (K) Temperature profile – Solid (K)

Test case – Results (1)

Page 9: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

CO concentration profile – Fluid (mol/m3)

CO concentration profile – Solid (mol/m3)

Test case – Results (2)

Page 10: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

Machac et al. 2006 Present study

• Hot spot in the center, at z’= 2

• Hot spot temperature: 475 K

• Temperature difference solid/fluid, r’=0.5: 20K

• Effective inlet concentration: around 0.45mol/m3

• Hot spot in the center, at z’= 2.5

• Hot spot temperature: 440 K

• Temperature difference solid/fluid, r’=0.5: 43K

• Effective inlet concentration: 0.414 mol/m3

Test case - Comparison

•Similar profiles for both concentration and temperature in the fluid phase.

•Need to get better coefficient for conduction/diffusion in the solid.

Page 11: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

• MSR reactions. N=6

• Reaction rates from Hou et Hughes. The kinetics of methane steam reforming over a Ni/[alpha]-Al2O catalyst. Chemical Engineering Journal (2001)

• Data from simulations by Johnson Matthey.

Study case - Statement

Page 12: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

Temperature profile – Fluid (K) Temperature profile – Solid (K)

Test case – Results (1)

Page 13: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

H2 concentration profile – Fluid (mol/m3)

H2 concentration profile – Solid (mol/m3)

Test case – Results (2)

Page 14: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

• Good agreement in the test case with literature,

• Model applicable to more complex reactions,

• Need to reevaluate the heat and mass transfer coefficient for MSR reaction, for both fluid and solid phase.

Conclusion

Page 15: Modeling of Transport and Reaction in a Catalytic Bed ...€¦ · Modeling of Transport and Reaction in a Catalytic Bed Using a Catalyst Particle Model. Florent Allain (speaker),

• The Donors of the American Chemical Society Petroleum Research Fund

• COMSOL

Acknowledgments