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Presented at the COMSOL Conference 2009 Boston
Comsol Users Conference / Boston 2009




                                        Multiphysics Simulation
                                        of a Packed Bed Reactor

                                         Alfredo E Varela and Juan C García
                                          University of Carabobo, Valencia,
                                                      Venezuela
Schematic of a Packed Bed Reactor


            Input                                                  Output
Geometry




                                          Packed bed




           Segmented geometry
                                        Output      Input
                    Input


                            Segment 1                       Segment N

                                          Reactor length
Reaction Kinetics
Kinetics




           A = o-xylene, B = phthalic anhydride,
           C = carbon monoxide and carbon dioxide
           ki, i=1, 2, 3, = rate constants
Kinetics Parametres
           (Lerou and Froment,, Chem. Eng. Science, vol. 32, 1977)
Kinetics




           A1 = exp(19.837) kmol/kg h
           A2 = exp(20.86) kmol/kg h
           A3 = exp(18.97) kmol/kg h
           B1 = 13588 K
           B2 = 15803 K
           B3 = 14394 K
           --------------------------------------------------
           ΔH1 = -1.285x106 J/mol
           ΔH2 = -3.276 x106 J/mol
           ΔH3 = ΔH1 + ΔH2
Lumped Model
Lumped Model



               Mass-Energy Balance




               Boundary Conditions
Segment Model

                            Boundary 3          Subdomain 1
Model




           Boundary 1
                                                        Boundary 4
           S       t    i




          z

                            Boundary 2
               r



        Length = 0.00873 m, radius = 0.0127 m, circle radius = 0.00159 m,
        uniform separation = 0.00079 m
Application Modes   Navier-Stokes equations - Subdomain 1



                     Initial conditions

                    Convection and diffusion equations
                     Subdomain 1


                     Subdomains 2, .., 7 (circles)

                     Initial conditions

                    Energy balance equations
                     Subdomain 1
                     Subdomains 2, .., 7 (circles)


                     Initial condition
BCs / Navier-Stokes equations
                                              Outlet
Heterogeneous Model

                                                   Boundary 3
                                                                Subdomain 1




                Symmetry                                                           No slip
                           Boundary 1
                                                                      Boundary 4
                           S       t    i




                           z

                                                  Boundary 2
                               r

                                            Inlet / Segment 1


                                            Other segments
BCs / Convection and diffusion equations

                                       Convective flux
Heterogeneous Model

                                            Boundary 3
                                                           Subdomain 1

Symmetry


                      Boundary 1

                      S       t    i
                                                           Boundary 4   Insulation



                      z

                                            Boundary 2
                          r

                                       Inlet / Segment 1

                                       Other segments
BCs / Energy balance equations

                                        Convective flux
Heterogeneous Model

                                               Boundary 3
                                                                    Subdomain 1

Symmetry


                       Boundary 1

                       S       t    i
                                                                    Boundary 4   Heat flux



                       z

                                               Boundary 2
                           r
                                        Inlet / Segment 1

                                        Other segments


                      uprev , vprev , cB,prev , cB,prev , Tprev =
Approach
           a.     First set up the 2D-axis-symmtry geometry and
                  application modes.
           b.     Mesh generation by selecting a maximum element
                  size of 1x10-4 m for boundaries 1, 2, 3 and 4, and
Approach




                  0.5x10-5 for interior circle boundaries.
           c.     Next set up subdomains 1 and subdomains 2-6 for the
                  different application modes and boundary conditions.
           d.     Now solve the problem. First choose the Navier-
                  Stokes equations to compute the velocity
                  components (u, v) for subdomain 1. Then save
                  variables and solve energy and mass balance
                  equations.
           e.     Save the above process as a matlab file and modify it
                  for the successive changes in boundary and input
                  conditions of each reactor segment.
           f.     Execution of the matlab file and analysis of results
                  under.
Model Parameters
          Reactor radius, R = 1.27 cm,
          Superficial velocity, vs = 1.064 m/s, (m/s),
          Inlet temperature, T0 = 627 K,
          Pressure,
Results




          Inlet total concentration, ctot = 44.85 mol/m3 mol/m,
          Inlet mole fraction of o-xylene, yAo = 0.00924,
          Inlet mole fraction of oxygen, y0 = 0.208,
          Catalyst bulk density ρb = 1300 kg/m3,
          Gas density ρg = 1293 kg/m3,
          Gas heat capacity Cp = 1046 J/(kg K),
          Heat transfer coefficient α = 156 W/(m2 K).
          Effective diffusion constant, Deff = 3.19e-7 m2/s,
          Diffusivity of xylene in air, D = 8.074x10-5 m2/s,
          Effective thermal conductivity, keff = 0.779 W/(m K),
          Gas thermal conductivity, k = 0.0318 W/(m K).
Results   Temperature distribution, segment 1, L = 0.0873 m
Results   Temperature distribution, segment 16, L = L = 0.13968 m
Average temperature profile, L = 0.13968 m
Results
Average conversions, L = 0.13968 m
Results
Results   Conversion of A, segment 1, L = 0.0873 m
Results   Conversion of A, segment 16, L = 0.13968 m
Conclusion
             High temperatures increases or hot-spots
             occurred near reactor inlet. In order to study
Conclusion



             possible undesired conversions and catalyst
             damage, a more detailed model is desirable. For
             a future work we suggest consideration of a
             geometry model with intra pellet gaps and in
             contact with each other for the packed bed
             reactor simulation. This study should include
             sensitivity analysis of inlet temperature and heat
             transfer through the wall.
Many Thanks

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Packed Bed Reactor Lumped

  • 1. Presented at the COMSOL Conference 2009 Boston Comsol Users Conference / Boston 2009 Multiphysics Simulation of a Packed Bed Reactor Alfredo E Varela and Juan C García University of Carabobo, Valencia, Venezuela
  • 2. Schematic of a Packed Bed Reactor Input Output Geometry Packed bed Segmented geometry Output Input Input Segment 1 Segment N Reactor length
  • 3. Reaction Kinetics Kinetics A = o-xylene, B = phthalic anhydride, C = carbon monoxide and carbon dioxide ki, i=1, 2, 3, = rate constants
  • 4. Kinetics Parametres (Lerou and Froment,, Chem. Eng. Science, vol. 32, 1977) Kinetics A1 = exp(19.837) kmol/kg h A2 = exp(20.86) kmol/kg h A3 = exp(18.97) kmol/kg h B1 = 13588 K B2 = 15803 K B3 = 14394 K -------------------------------------------------- ΔH1 = -1.285x106 J/mol ΔH2 = -3.276 x106 J/mol ΔH3 = ΔH1 + ΔH2
  • 5. Lumped Model Lumped Model Mass-Energy Balance Boundary Conditions
  • 6. Segment Model Boundary 3 Subdomain 1 Model Boundary 1 Boundary 4 S t i z Boundary 2 r Length = 0.00873 m, radius = 0.0127 m, circle radius = 0.00159 m, uniform separation = 0.00079 m
  • 7. Application Modes Navier-Stokes equations - Subdomain 1 Initial conditions Convection and diffusion equations Subdomain 1 Subdomains 2, .., 7 (circles) Initial conditions Energy balance equations Subdomain 1 Subdomains 2, .., 7 (circles) Initial condition
  • 8. BCs / Navier-Stokes equations Outlet Heterogeneous Model Boundary 3 Subdomain 1 Symmetry No slip Boundary 1 Boundary 4 S t i z Boundary 2 r Inlet / Segment 1 Other segments
  • 9. BCs / Convection and diffusion equations Convective flux Heterogeneous Model Boundary 3 Subdomain 1 Symmetry Boundary 1 S t i Boundary 4 Insulation z Boundary 2 r Inlet / Segment 1 Other segments
  • 10. BCs / Energy balance equations Convective flux Heterogeneous Model Boundary 3 Subdomain 1 Symmetry Boundary 1 S t i Boundary 4 Heat flux z Boundary 2 r Inlet / Segment 1 Other segments uprev , vprev , cB,prev , cB,prev , Tprev =
  • 11. Approach a. First set up the 2D-axis-symmtry geometry and application modes. b. Mesh generation by selecting a maximum element size of 1x10-4 m for boundaries 1, 2, 3 and 4, and Approach 0.5x10-5 for interior circle boundaries. c. Next set up subdomains 1 and subdomains 2-6 for the different application modes and boundary conditions. d. Now solve the problem. First choose the Navier- Stokes equations to compute the velocity components (u, v) for subdomain 1. Then save variables and solve energy and mass balance equations. e. Save the above process as a matlab file and modify it for the successive changes in boundary and input conditions of each reactor segment. f. Execution of the matlab file and analysis of results under.
  • 12. Model Parameters Reactor radius, R = 1.27 cm, Superficial velocity, vs = 1.064 m/s, (m/s), Inlet temperature, T0 = 627 K, Pressure, Results Inlet total concentration, ctot = 44.85 mol/m3 mol/m, Inlet mole fraction of o-xylene, yAo = 0.00924, Inlet mole fraction of oxygen, y0 = 0.208, Catalyst bulk density ρb = 1300 kg/m3, Gas density ρg = 1293 kg/m3, Gas heat capacity Cp = 1046 J/(kg K), Heat transfer coefficient α = 156 W/(m2 K). Effective diffusion constant, Deff = 3.19e-7 m2/s, Diffusivity of xylene in air, D = 8.074x10-5 m2/s, Effective thermal conductivity, keff = 0.779 W/(m K), Gas thermal conductivity, k = 0.0318 W/(m K).
  • 13. Results Temperature distribution, segment 1, L = 0.0873 m
  • 14. Results Temperature distribution, segment 16, L = L = 0.13968 m
  • 15. Average temperature profile, L = 0.13968 m Results
  • 16. Average conversions, L = 0.13968 m Results
  • 17. Results Conversion of A, segment 1, L = 0.0873 m
  • 18. Results Conversion of A, segment 16, L = 0.13968 m
  • 19. Conclusion High temperatures increases or hot-spots occurred near reactor inlet. In order to study Conclusion possible undesired conversions and catalyst damage, a more detailed model is desirable. For a future work we suggest consideration of a geometry model with intra pellet gaps and in contact with each other for the packed bed reactor simulation. This study should include sensitivity analysis of inlet temperature and heat transfer through the wall.