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DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Modeling and Simulations of Multiphysics
Phenomena and Performance in Proton
Exchange Membrane Fuel Cells-DEMO
2020 | MVKF25 Hydrogen, Batteries and Fuel Cells
See also Chapter 10 in course book
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Outline
(1) Modeling of PEMFCs
(2) Examples
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Modeling of PEMFCs
(1) Macroscale
Based on the continuum assumption: FVM, FEM etc.
❖ Numerical methods at three levels?
(2) Mesoscale
Lattice-Boltzmann method (LBM)
(3) Microscale
Molecular dynamics simulation (MDS)
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Modeling of PEMFCs
❑ In-house codes
❑ Commercial softwares
❖ Macroscale modeling approaches
• ANSYS-FLUENT
• COMSOL Multiphysics
• OPEN FOAM (open source code)
• ...
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Modeling of PEMFCs
ANSYS Fluent is a commercial software for modeling
fluid flow and several other related physical
phenomena.
❖ What is ANSYS Fluent?
❖ ANSYS Fluent applications
Aerodynamics, heat transfer, combustion, reacting
flows, mixtures of liquids/solids/gas, particle
dispersions, hydrodynamics, and much more.
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Modeling of PEMFCs
❖ Numerical simulation procedure
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Modeling of PEMFCs
❖ How to model PEMFCs in Fluent
❑ Add-on modules
❑ Models developed using UDFs
• General CFD code
• Additional submodels
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Modeling of PEMFCs
❖ ANSYS Fluent fuel cell add-on module
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Introduction
❖ How do PEM fuel cells work?
http://www.intelligent-energy.com/technology/technology-faq/ (Animation)
𝑨𝒏𝒐𝒅𝒆: 𝐻2 → 2𝐻+ + 2𝑒−
Τ
𝑪𝒂𝒕𝒉𝒐𝒅𝒆: 1 2 𝑂2 + 2𝐻+ + 2𝑒− → 𝐻2𝑂
𝑶𝒗𝒆𝒓𝒂𝒍𝒍: 𝐻2 +
𝟏
𝟐
𝑂2 → 𝐻2𝑂
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Introduction
❖ Why do we need PEM fuel cells?
• Fuel efficient energy conversion
• High power density
• Environmental friendliness
❖ PEM fuel cell applications
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Introduction
❖ PEM fuel cell components?
Gas diffusion layer
Catalyst layer
Membrane
Catalyst layer
Gas diffusion layer
Zamel, N., & Li, X. (2013). Progress in Energy and Combustion Science, 39(1), 111-146 (GDL SEM image).
Siddique, N. A., & Liu, F. (2010). Acta, 55(19), 5357-5366 (CL SEM image).
Current collector
Current collector
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Mathematical Model
❖ Governing equations
• Mass conservation equation
𝛻 ⋅ (𝜌𝑢) = 𝑆𝑚𝑎𝑠𝑠
• Momentum conservation equation
𝛻 ⋅ 𝜌𝑢𝑢 = 𝛻 ∙ 𝜇𝛻𝑢 − 𝛻𝑃 + 𝑆𝑚𝑜𝑚
• Species conservation equation
𝛻 ⋅ 𝜌𝑢𝑌𝑖 = 𝛻 ∙ 𝜌𝐷𝑒𝑓𝑓,𝑖𝛻𝑌𝑖 + 𝑆𝑖
• Energy conservation equation
𝛻 ⋅ 𝜌𝑐𝑝𝑢𝑇 = 𝛻 ∙ 𝑘𝑒𝑓𝑓𝛻T + 𝑆𝑇
• Charge conservation equation
𝛻 ⋅ 𝜎𝑒𝑓𝑓,𝑠𝛻𝜙𝑠 + 𝑆𝑠 = 0
𝛻 ⋅ 𝜎𝑒𝑓𝑓,𝑚𝛻𝜙𝑚 + 𝑆𝑚 = 0
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Mathematical Model
❖ Governing equations
• Liquid water transport equation
𝛻 ⋅ 𝜌𝑙
𝐾𝑟𝑙𝜇𝑔
𝐾𝑟𝑔𝜇𝑙
𝑢 = 𝛻 ∙ 𝜌𝑙𝐷𝑠𝛻𝑠 + 𝑆𝑙
• Dissolved water transport equation
−𝛻 ⋅
𝑛𝑑
𝐹
𝜎𝑚𝛻𝜙𝑚 = 𝛻 ∙
𝜌𝑚
𝑀𝑚
𝐷𝜆𝛻𝜆 + 𝑆𝜆
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 1
❖ Geometry description
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results – Case 1
❖ Cell performance
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
❖ Pressure
Results - Case 1
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 1
❖ Oxygen mass fraction
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 1
❖ Liquid water saturation
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 1
❖ Local current density
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
❖ Effect of GDL deformation
1. Zhou, P., Wu, C. W., & Ma, G. J. (2007). Journal of Power Sources, 163(2), 874-881.
2. Nitta, I., Karvonen, S., Himanen, O., & Mikkola, M. (2008). Fuel Cells, 8(6), 410-421.
Results - Case 2
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 2
❖ Local thickness and porosity
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 2
❖ Cell performance
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 2
❖ Oxygen concentration
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 2
❖ Temperature distribution
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 2
❖ Liquid water saturation
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 2
❖ Local current density
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 3
Case A Case B
❖ Schematic of the HT-PEMFCs
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 3
❖ Cell performance
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 3
❖ Temperature distribution
443 443.2 443.4 443.6 443.8 444 444.2 444.4
443 443.2 443.4 443.6 443.8 444 444.2 444.4
444.4
444.2
444
443.8
443.6
443.4
443.2
443
Case A Case B
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 3
❖ Oxygen mass fraction
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 3
❖ Local current density
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 4
❖ Geometry description
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 4
❖ Cell performance
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 4
❖ Oxygen mass fraction
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 4
❖ Temperature distribution
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Results - Case 4
❖ Local current density
DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES
Summary
❖ The PEM fuel cell working
http://www.intelligent-energy.com/technology/technology-faq/ (Animation)
𝑨𝒏𝒐𝒅𝒆: 𝐻2 → 2𝐻+ + 2𝑒−
Τ
𝑪𝒂𝒕𝒉𝒐𝒅𝒆: 1 2 𝑂2 + 2𝐻+ + 2𝑒− → 𝐻2𝑂
𝑶𝒗𝒆𝒓𝒂𝒍𝒍: 𝐻2 +
𝟏
𝟐
𝑂2 → 𝐻2𝑂

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PEMFC-modeling-demo-MVKF25.pdf

  • 1. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Modeling and Simulations of Multiphysics Phenomena and Performance in Proton Exchange Membrane Fuel Cells-DEMO 2020 | MVKF25 Hydrogen, Batteries and Fuel Cells See also Chapter 10 in course book
  • 2. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Outline (1) Modeling of PEMFCs (2) Examples
  • 3. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Modeling of PEMFCs (1) Macroscale Based on the continuum assumption: FVM, FEM etc. ❖ Numerical methods at three levels? (2) Mesoscale Lattice-Boltzmann method (LBM) (3) Microscale Molecular dynamics simulation (MDS)
  • 4. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Modeling of PEMFCs ❑ In-house codes ❑ Commercial softwares ❖ Macroscale modeling approaches • ANSYS-FLUENT • COMSOL Multiphysics • OPEN FOAM (open source code) • ...
  • 5. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Modeling of PEMFCs ANSYS Fluent is a commercial software for modeling fluid flow and several other related physical phenomena. ❖ What is ANSYS Fluent? ❖ ANSYS Fluent applications Aerodynamics, heat transfer, combustion, reacting flows, mixtures of liquids/solids/gas, particle dispersions, hydrodynamics, and much more.
  • 6. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Modeling of PEMFCs ❖ Numerical simulation procedure
  • 7. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Modeling of PEMFCs ❖ How to model PEMFCs in Fluent ❑ Add-on modules ❑ Models developed using UDFs • General CFD code • Additional submodels
  • 8. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Modeling of PEMFCs ❖ ANSYS Fluent fuel cell add-on module
  • 9. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Introduction ❖ How do PEM fuel cells work? http://www.intelligent-energy.com/technology/technology-faq/ (Animation) 𝑨𝒏𝒐𝒅𝒆: 𝐻2 → 2𝐻+ + 2𝑒− Τ 𝑪𝒂𝒕𝒉𝒐𝒅𝒆: 1 2 𝑂2 + 2𝐻+ + 2𝑒− → 𝐻2𝑂 𝑶𝒗𝒆𝒓𝒂𝒍𝒍: 𝐻2 + 𝟏 𝟐 𝑂2 → 𝐻2𝑂
  • 10. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Introduction ❖ Why do we need PEM fuel cells? • Fuel efficient energy conversion • High power density • Environmental friendliness ❖ PEM fuel cell applications
  • 11. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Introduction ❖ PEM fuel cell components? Gas diffusion layer Catalyst layer Membrane Catalyst layer Gas diffusion layer Zamel, N., & Li, X. (2013). Progress in Energy and Combustion Science, 39(1), 111-146 (GDL SEM image). Siddique, N. A., & Liu, F. (2010). Acta, 55(19), 5357-5366 (CL SEM image). Current collector Current collector
  • 12. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Mathematical Model ❖ Governing equations • Mass conservation equation 𝛻 ⋅ (𝜌𝑢) = 𝑆𝑚𝑎𝑠𝑠 • Momentum conservation equation 𝛻 ⋅ 𝜌𝑢𝑢 = 𝛻 ∙ 𝜇𝛻𝑢 − 𝛻𝑃 + 𝑆𝑚𝑜𝑚 • Species conservation equation 𝛻 ⋅ 𝜌𝑢𝑌𝑖 = 𝛻 ∙ 𝜌𝐷𝑒𝑓𝑓,𝑖𝛻𝑌𝑖 + 𝑆𝑖 • Energy conservation equation 𝛻 ⋅ 𝜌𝑐𝑝𝑢𝑇 = 𝛻 ∙ 𝑘𝑒𝑓𝑓𝛻T + 𝑆𝑇 • Charge conservation equation 𝛻 ⋅ 𝜎𝑒𝑓𝑓,𝑠𝛻𝜙𝑠 + 𝑆𝑠 = 0 𝛻 ⋅ 𝜎𝑒𝑓𝑓,𝑚𝛻𝜙𝑚 + 𝑆𝑚 = 0
  • 13. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Mathematical Model ❖ Governing equations • Liquid water transport equation 𝛻 ⋅ 𝜌𝑙 𝐾𝑟𝑙𝜇𝑔 𝐾𝑟𝑔𝜇𝑙 𝑢 = 𝛻 ∙ 𝜌𝑙𝐷𝑠𝛻𝑠 + 𝑆𝑙 • Dissolved water transport equation −𝛻 ⋅ 𝑛𝑑 𝐹 𝜎𝑚𝛻𝜙𝑚 = 𝛻 ∙ 𝜌𝑚 𝑀𝑚 𝐷𝜆𝛻𝜆 + 𝑆𝜆
  • 14. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 1 ❖ Geometry description
  • 15. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results – Case 1 ❖ Cell performance
  • 16. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES ❖ Pressure Results - Case 1
  • 17. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 1 ❖ Oxygen mass fraction
  • 18. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 1 ❖ Liquid water saturation
  • 19. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 1 ❖ Local current density
  • 20. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES ❖ Effect of GDL deformation 1. Zhou, P., Wu, C. W., & Ma, G. J. (2007). Journal of Power Sources, 163(2), 874-881. 2. Nitta, I., Karvonen, S., Himanen, O., & Mikkola, M. (2008). Fuel Cells, 8(6), 410-421. Results - Case 2
  • 21. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 2 ❖ Local thickness and porosity
  • 22. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 2 ❖ Cell performance
  • 23. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 2 ❖ Oxygen concentration
  • 24. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 2 ❖ Temperature distribution
  • 25. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 2 ❖ Liquid water saturation
  • 26. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 2 ❖ Local current density
  • 27. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 3 Case A Case B ❖ Schematic of the HT-PEMFCs
  • 28. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 3 ❖ Cell performance
  • 29. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 3 ❖ Temperature distribution 443 443.2 443.4 443.6 443.8 444 444.2 444.4 443 443.2 443.4 443.6 443.8 444 444.2 444.4 444.4 444.2 444 443.8 443.6 443.4 443.2 443 Case A Case B
  • 30. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 3 ❖ Oxygen mass fraction
  • 31. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 3 ❖ Local current density
  • 32. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 4 ❖ Geometry description
  • 33. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 4 ❖ Cell performance
  • 34. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 4 ❖ Oxygen mass fraction
  • 35. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 4 ❖ Temperature distribution
  • 36. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Results - Case 4 ❖ Local current density
  • 37. DIVISION OF HEAT TRANSFER | DEPARTMENT OF ENERGY SCIENCES Summary ❖ The PEM fuel cell working http://www.intelligent-energy.com/technology/technology-faq/ (Animation) 𝑨𝒏𝒐𝒅𝒆: 𝐻2 → 2𝐻+ + 2𝑒− Τ 𝑪𝒂𝒕𝒉𝒐𝒅𝒆: 1 2 𝑂2 + 2𝐻+ + 2𝑒− → 𝐻2𝑂 𝑶𝒗𝒆𝒓𝒂𝒍𝒍: 𝐻2 + 𝟏 𝟐 𝑂2 → 𝐻2𝑂