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Outline. ModelMulti-phases NonisothermalityAnisotropySimulationKirchhoff Transformation
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1. Modeling and Simulation For A 3D Nonisothermal, Anisotropic, Multiphase Transport of PEM Fuel Cell Pengtao Sun
Department of Mathematical Sciences
University of Nevada, Las Vegas
3/1/2010 1 IMA PI Workshop
2. Outline Model
Multi-phases
Nonisothermality
Anisotropy
Simulation
Kirchhoff Transformation & DD method
Newton-Krylov method
Combined finite element-upwind finite volume method 3/1/2010 2 IMA PI Workshop
3. New Numerical Techniques for a Liquid-feed 3D Full Direct Methanol Fuel Cell Model, Pengtao Sun, G. Xue, C.Y. Wang and J. Xu, SIAM J. Applied Mathematics, 70 (2009), 600-620.
A Domain Decomposition Method for Two-phase Transport Model in the Cathode of a Polymer Electrolyte Fuel Cell, Pengtao Sun, G. Xue, C.Y. Wang and J. Xu, J. Comput. Phys. 228 (2009), 6016-6036.
Fast Numerical Simulation of Two-Phase Transport Model in the Cathode of a Polymer Electrolyte Fuel Cell, Pengtao Sun, G. Xue, C.Y. Wang and J. Xu, Commun. Comput. Phys., 6 (2009), 49-71
A Combined Finite Element-Upwind Finite Volume Method for Liquid-Feed Direct Methanol Fuel Cell Simulations, Pengtao Sun, C.Y. Wang and J. Xu, J. Fuel Cell Science and Technology, 2010 (in press)
Numerical Studies of Heat Transport For Polymer Electrolyte Fuel Cell Stack In Sub-freezing Environment, Pengtao Sun, Su Zhou, J. Fuel Cell Science and Technology, 2010 (in press) Relevant work 3/1/2010 3 IMA PI Workshop
4. Part I A New Formulation Based on Multiphase Mixture Model for PEM Fuel Cell 3/1/2010 4 Multiphase flow and heat transfer in porous media, C. Y. Wang and P. Cheng, Adv. Heat Transfer, 30 (1997), 93–196.
Two-phase flow and transport in the air cathode of PEMFCs, Z. Wang, C. Y. Wang, and K. S. Chen, J. Power Sources, 94 (2001), 40–50.
Fundamental models for fuel cell engineering, Chem. Rev., C. Y. Wang, 104 (2004), 4727–4766.
IMA PI Workshop
5. Proton Exchange Membrane Fuel Cell (PEMFC) 3/1/2010 5 IMA PI Workshop
6. Principles of Conservation in PEMFC Mass
Momentum
Species
Charge
Thermal energy
3/1/2010 6 IMA PI Workshop
7. Single-/Two-Phase Regions coexisting
Fig. 1 Snapshorts showing water droplet dynamics from GDL surface (C. Y. Wang, Chem. Rev., 104 (2004), 4727–4766) 3/1/2010 7 IMA PI Workshop
8. Two-phase Relations 3/1/2010 8 Liquid saturation
Density
Velocity
Effective viscosity
Kinematic viscosity
Relative permeability
Concentration
Diffusivity
IMA PI Workshop
9. Nonisothermality
Liquid Saturation
where
Water saturated concentration
3/1/2010 9 IMA PI Workshop
10. Anisotropy of GDL Structure Species diffusion and capillary transport of liquid water
Protonic conducivity
Electronic conductivity
Thermal conductivity 3/1/2010 10 IMA PI Workshop
11. Flow Brinkman Model (Navier-
Stokes equations)
Mass
Momentum
Single Domain Approach
3/1/2010 11 IMA PI Workshop
12. Species General species transport equation
where
3/1/2010 12 IMA PI Workshop
13. Capillary-Diffusional Flux jl .
Capillary pressure
. 3/1/2010 13 IMA PI Workshop
14.
where
Water Transport 3/1/2010 14 IMA PI Workshop
15. Discontinuous and Degenerate Diffusivity Capillary Diffusivity in Liquid Phase 3/1/2010 15 IMA PI Workshop
16. Water Diffusivity In Membrane .
where
Water content
Water activity 3/1/2010 16 IMA PI Workshop
17. Water Diffusivity In Membrane 3/1/2010 17 Discontinuous Diffusivity IMA PI Workshop
18. Hydrogen Transport 3/1/2010 18
where IMA PI Workshop
19.
where
3/1/2010 19 Oxygen Transport IMA PI Workshop
20.
3/1/2010 20 Sources of Species Transport IMA PI Workshop
21. Potential Equations
Proton Transport
Electron Transport
Source term
Charge 3/1/2010 21 IMA PI Workshop
22. Thermal Energy .
where
Conductive heat flux
in GDL: 3/1/2010 22 IMA PI Workshop
23. Source of Energy Transport
Irreversible heat
Entropic heat
Joule heating ,
Heat release/absorption , 3/1/2010 23 IMA PI Workshop
24. Transfer Current Density j Anode Side (Tafel, Bulter-Volmer)
Cathode Side
Surface overpotential
Equilibrium potential 3/1/2010 24 IMA PI Workshop
25. Dirichlet BCs @Inlet
No-flux BCs @Outlet
No-slip Velocity and
No-flux BCs @Walls
Fixed temperature @Walls
Electron Potential: Domain & Boundary Condition 3/1/2010 25 IMA PI Workshop
26. Unknowns @ Subregions Total 10 unknowns in PEM fuel cell model
3/1/2010 26 IMA PI Workshop
27. Part IIEfficient Numerical methods for PEM Fuel Cell
3/1/2010 27 IMA PI Workshop
28. Challenges in Numerical Simulation Strongly Nonlinear Coupling Newton’s method
Discontinuous and Degenerate Diffusivity Kirchhoff transformation & Domain Decomposition method
Dominant Convection in Channel Upwind finite volume scheme-finite element method
3D Large-scale Computation ~ MegaDOFs Krylov iterative solver & parallel computing 3/1/2010 28 IMA PI Workshop
29. Newton’s Method with Negative Derivatives of Sources .
.
.
.
. 3/1/2010 29 IMA PI Workshop
30. Kirchhoff Transformation Introduce
Kirchhoff Transformation in membrane
3/1/2010 30 IMA PI Workshop
31. Kirchhoff Transformation Original water transport ?
3/1/2010 31 IMA PI Workshop
32. In single phase region and gas channel
In two-phase region (Newton’s method)
In membrane (Newton’s method) Inverse Kirchhoff Transformation 3/1/2010 32 IMA PI Workshop
33. Convergence Performance Converge in 130 Iteration Steps VERSUS Nonconvergence if no new numerical technique is employed 3/1/2010 33 IMA PI Workshop
34. Hydrogen Concentration 3/1/2010 34 IMA PI Workshop
35. Oxygen Concentration 3/1/2010 35 IMA PI Workshop
36. Water Concentration 3/1/2010 36 IMA PI Workshop
37. Temperature 3/1/2010 37 IMA PI Workshop
38. Proton Potential 3/1/2010 38 IMA PI Workshop
39. Electron Potential 3/1/2010 39 IMA PI Workshop
40. Pressure 3/1/2010 40 IMA PI Workshop
41. Velocity Field 3/1/2010 41 IMA PI Workshop
42. Acknowledgement This work is supported by NSF DMS-0913757 3/1/2010 42 IMA PI Workshop