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Modelling of miniature PEM fuel cells
Modelling of miniature proton exchange membrane fuel cells for portable applications
J.O. Schumacher1, E. Fontes3, D. Gerteisen1, F. Goldsmith1, R. Klöfkorn2, A. Hakenjos1, K. Kühn1, M. Ohlberger2, A.Schmitz1, K. Tüber1, C. Ziegler1
1. Fraunhofer Institute for Solar Energy Systems, Heidenhofstr. 2, 79110 Freiburg, [email protected], Germany
2. Institute of Applied Mathematics, University of Freiburg, Herrmann-Herder-Str. 10, 79104 Freiburg, Germany
3. COMSOL AB, Tegnergatan 23, SE-111 40 Stockholm, Sweden
Modelling of miniature PEM fuel cells
Overview
Examples of portable fuel cell systems
Model based analysis of impedance spectra
Modelling of self-breathing fuel cells
Characterisation of an along-the-channel fuel cell
Dynamic simulation of two-phase flow
Conclusion and outlook
Modelling of miniature PEM fuel cells
Fuel cell system for a 50 Wmax laptop
Modelling of miniature PEM fuel cells
• Completely integrated system with 4 fuel cell stacks
• 40 W average system power
• 2 Metal Hydride Storages (100 Nl H2 or 150 Whel)
•Integrated DC/DC- Converter
• Miniature fans for air supply
Fuel cell system for a professional broadcast camera
Modelling of miniature PEM fuel cells
• Portable power supply• Power: max. 100 W average 50 W• Metal Hydride Storage• Control based on micro processor• 12 V voltage supply with DC/DC- Converter
Mobile power box
Modelling of miniature PEM fuel cells
Electrode agglomerate model
Electrode is assumed to be made of porous spherical catalyst grains
Oxygen is dissolved at the outer surface of the agglomerate
Diffusion of dissolved oxygen in the grain and the film in radial direction
Local current density is given by the Tafel-equation
Graph: Jaouen et al., 2002
Modelling of miniature PEM fuel cells
Cathode agglomerate model
Mass balance
Charge balance
Oxygen flux in agglomerate
Modelling of miniature PEM fuel cells
Cathode agglomerate model
Charge balance
Ohm`s law
Modelling of miniature PEM fuel cells
cell
pote
nti
al /
[V]
cell
pote
nti
al /
[V]
current density / [A/m2]current density / [A/m2]
Comparision of measured and simulated polarisation curves
Small current density:
change of Tafel-slope
Influence of surface-to-volume
ratio of agglomerates
= 6 105 m-1
= 9 104
m-1
Modelling of miniature PEM fuel cells
Resistance [m2]
Resistance [m2]
Simulation of impedance spectra Perturbation of solution variables of PDEs
Small perturbations: linearise and Laplace-transform PDEs
Calculate impedance:
Modelling of miniature PEM fuel cells
currentdensity [A/m2]
meas sim
• Minimum value of the radius of the impedance arc is reached at a current density of 260mA/cm2.
• Mass transport limitation is observed for higher current density: increase of radius of impedance arc.
Comparision of measured and simulated impedance spectra
Modelling of miniature PEM fuel cells
Influence of double layer capacitance on impedance spectra
GDL
Influenceof electrode
currentdensity [A/m2]
currentdensity [A/m2]
Double layer capacitance
CDL = 3 107 F m-3
Small double layer capacitance:
Two seperate semicircles appear
Modelling of miniature PEM fuel cells
Planar and self-breathing fuel cells based on printed circuit
board technology
Benefits of technology:
• Small cell thickness
• High mechanical strength
• Low cost components
• Well known printed circuit board production technology
• Integration of electronic circuits
Modelling of miniature PEM fuel cells
Modelling domain and assumptions
• Two dimensional model
• Plug flow conditions in anodic gas channel
• Convective flux of species through membrane and on cathode side neglected
• No phase transition accounted for
Modelling of miniature PEM fuel cells
• Multicomponent diffusion of gas species: Stefan-Maxwell equation
• Electronic and protonic potential: Poisson equation • Transport of water across membrane: modified Stefan-Maxwell equation
• Temperature distribution: heat equation
l
Discretisation mesh and governing equations
Modelling of miniature PEM fuel cells
Hydrogen and oxygen distribution
H2 molar fraction O2 molar fraction
Arrows: total
flux of
hydrogen and
oxygen.
Vcell = 0.4 V
anode cathode
Modelling of miniature PEM fuel cells
Water distribution and flux
H2O molar fraction x 10-3 H2O molar fraction
Arrows:
total flux
of water.
Vcell = 0.4
V
anode cathode
Modelling of miniature PEM fuel cells
Heat flux and temperature
anode cathode
T [K]
• Arrows: total flux of heat.
• Cooling effect of ribs.
Vcell = 0.4 V
Modelling of miniature PEM fuel cells
Electronic and protonic potential, current direction
Electronic potential Protonic potential
e [V] p [V]
Arrows indicate the technical current direction.
Modelling of miniature PEM fuel cells
Comparison of Experiment and Simulation
Experiment Simulation
• Opening ratio = cathode opening width / current collector rib width.
• Limiting current is determined by oxygen supply through cathode opening.
Modelling of miniature PEM fuel cells
membrane
GDL
cathodeelectrode
Normalised y-coordinate Normalised x-coordinate
Current distribution in cathode gas diffusion layer
(e)
cut line (e)
(e)
Modelling of miniature PEM fuel cells
PEM fuel cell model based on FLUENT CFD-software
Submodels:
• The electrochemical submodel predicts the local current-to-voltage relation in the MEA.
• The electrical submodel accounts for electron flow and ohmic heat generation.
• The MEA submodel describes transport of water and ions through a Nafion membrane.
Modelling of miniature PEM fuel cells
Segmented fuel cell
‚Along - the - Channel‘
• Flow-field geometry: Parallel channels • Determination of spatially resolved current density
• Measured values: temperature, gas flow-rates, relative humidity
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 160,02
0,04
0,06
0,08
0,10
0,12
0,14
0,16
row 1 row 2 row 3
curr
ent pe
r se
gmen
t [A
]
position
Modelling of miniature PEM fuel cells
1 2 3 4 5 6 7 8 9 101112131415
0.060.080.100.120.140.160.180.200.220.24
600sccm 300sccm 50sccmC
urre
nt D
ensi
ty [A
/cm
²]
Segment Position
Current distribution along the channel
• Comparison of measurement (dots) and simulation (lines) • Variation of air flow rate on the cathode side
• All model parameters are kept constant except air flow and average current
gas flow direction:
Modelling of miniature PEM fuel cells
1 2 3 4 5 6 7 8 9 1011121314150.00.10.20.30.40.50.60.70.80.91.0
600sccm 300sccm 50sccm
Rel
ativ
e H
umid
ity
Segment Position1 2 3 4 5 6 7 8 9 101112131415
290295300305310315320325330335
600sccm 300sccm 50sccm
Tem
pera
ture
[K]
Segment Position
1 2 3 4 5 6 7 8 9 1011121314150.00.10.20.30.40.50.60.70.80.91.0
600sccm 300sccm 50sccm
Rel
ativ
e H
umid
ity
Segment Position1 2 3 4 5 6 7 8 9 101112131415
0.1
1
600sccm 300sccm 50sccm
Pro
toni
c R
esis
tivity
[m
]
Segment Position
Analysis
Relative humidity of air in the channel
Temperature of air in the channel
Relative humidity of air at MEA
Membrane protonic resistivity
Modelling of miniature PEM fuel cells
Profiles of flow velocity and temperature including inlet region
velocity profile temperature profile
Modelling of miniature PEM fuel cells
Dynamic simulation of two phase flow
Solution of the PDEs for:
Adaptive grid generation in space / time
Problem: Determination of material parameters
Two phase flow in porous media
Species transport in the gas phase
Energy balance in the porous media
Potential flow of electrons and protons
Colours: pressure distribution for counter-flow case.
Modelling concept by Mario Ohlberger (Institute for Applied Mathematics, Freiburg).
Modelling of miniature PEM fuel cells
Two-phase flow in porous gas diffusion layer and electrodes
Mass balance
Darcy-law
Water and gas saturation
Capillary pressure
phase-transition
Modelling of miniature PEM fuel cells
Model geometry and discretization mesh
Modelling of miniature PEM fuel cells
Simulation examplesO2H2
Wasser-dampf
Mass fraction of gas components and saturation of liquid water
Colors:
Red: 1, Blue: 0
flüssigesWasser
Modelling of miniature PEM fuel cells
Conclusion
• The agglomerate model reproduces both, measured polarisation curves and impedance spectra.
• Change of active agglomerate surface-to-volume ratio depending on the operation point?
Agglomerate model
Planar fuel cells • Our two-dimensional one-phase model includes all relevant processes of planar fuel cells: gas transport, heat transport, electrochemical reaction.
• The model serves as a design tool for self-breathing planar fuel cells.
Modelling of miniature PEM fuel cells
ConclusionCurrent distribution • We validated the CDF model with locally
distributed current measurements.
• The CFD model agrees to measurement results if the cell is operated in the one-phase regime.
• We are working on a dynamic two-phase flow model taking into account liquid water transport in porous media.
• The model is extended to 3D. Parallel computing and adaptive grid generation is utilised.
Two-phase flow