model tool development & application at netl...• fluent handles all aspects of the...
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SECA 2003 Core Technology Program Review MeetingSECA 2003 Core Technology Program Review Meeting
Model Tool Development & Application at NETLa) NETL/Fluent Fuel Cell Model
b) Effects of Dynamic Loads on SOFCs
R.S. GemmenSeptember 30, 2003
Albany, NY
Participants: Rogers, Prinkey, Shahnam, Johnson, Pineault, GemmenSponsor: SECA Program
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CFD Tools--Technical Issues
• Success in the commercialization of SECA technology will depend on:− reducing manufacturing costs
• Improve power density (~0.5 W/cm2)
−producing a usable technology...• success in durability (>40,000 hours) • success in energy conversion efficiency
• Manage flow distribution• Manage current distribution• Manage thermal stress distribution
• One-Dim codes fine for performance prediction, but not “distribution design/management”.
Technical IssuesTechnical IssuesAddressedAddressed
Objectives & Results Applicability Future WorkApproach
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R&D Objective
Develop modeling tools that can provide developers with detailed information on cell performance
to enable
design solutions for optimal performance and lifetimes
Technical IssuesAddressed
Objectives &Objectives & Results Future WorkApproachApproach Applicability
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Approach• Develop and validate detailed fuel cell model
− Use commercial CFD code as underlying platform• FLUENT code is parallel, unstructured mesh, with well-validated
models for fluid flow, heat transfer, species transport• Industry-accepted code already in use by SECA developers• Output compatible with ANSYS
− Validate the code using experimental data • Single cell and cell stack data
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Approach (cont.)• FLUENT handles all aspects of the hydrodynamics,
species transport and heat transfer in the flow channels and the porous electrodes (anode and cathode).
• A User Defined Function (UDF) is used to model− electrochemical reactions− potential field in the electrically conducting zones
• The model is parallelized and shows identical scaling to normal Parallel FLUENT. The fuel cell model is only a small computation
• Includes treatment for CO/H2 electrochemistry• The model has been tested for stack configurations
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Results• Electrochemical UDF code has been developed to provide
electrochemical analysis suitable to− analyze a wide range of fuel cell concepts− evaluate sensitivity to manufacturing tolerances and failure modes (e.g.,
effect of regional loss of connection b/t electrode and interconnects)
0
0.2
0.4
0.6
0.8
1
1.2
0 0.5 1 1.5 2 2.5 3 3.5
current (amps)
Volta
ge
0
0.1
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0.3
0.4
0.5
0.6
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1
Pow
er D
ensi
ty (W
/cm
2)
97% H279% H255% H240% H225% H219% H211% H29% H2Power density97% H2Power density 79% H2Power density 55% H2Power density 40% H2Power Density 25% H2Power Density 19% H2Power Density 11% H2Power density 9% H2
Current [amps]
Cel
l vol
tage
[vol
t]
Pow
er d
ensi
ty [
W/c
m2 ]
NETL Data: Standard Cell (UoU), 800C, varying fuel composition (H2, N2, H2O)
• Tool now being validated using ‘standardized’ cells in collaboration with UoU.
Technical IssuesAddressed
Objectives & Applicability Future WorkResultsResultsApproach
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Productivity and Results• Preliminary Validation of model
• Standard Cell: 800C, 9% H2, 3%H2O, Balance N2
• Best fit based on qualitative agreement with data:− Tortuosity in both regions = 3.3
0.0
0.2
0.4
0.6
0.8
1.0
0.0 0.1 0.2 0.3 0.4 0.5Current Density (A/cm2)
Cel
l Vol
tage
(V)
0.0
0.1
0.1
0.2
0.2
0.3
Power D
ensity (W/cm
2)Predicted VoltageMeasured VoltagePredicted Power DensityMeasured Power Density
0.4
0.5
0.6
0.7
0.8
0.9
1.0
1.1
0.0 0.5 1.0 1.5 2.0Current Density (A/cm2)
Cel
l Vol
tage
(V)
0.0
0.2
0.4
0.6
0.8
1.0
Power D
ensity (W/cm
2)
Measured Voltage
Predicted Voltage
Measured Power Density
Predicted Power Density
• Standard Cell: 800C, 97%H2, 3% H2O• Best fit with data:
− Electrolyte resisitivity = 1.9 ohm-m
− Cathode Exchange Current Density = 1000 A/m2
• Data for varying electrolyte thickness will provide more accurate values
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Results (cont.)• Validation of model using Siemens-
Westinghouse data
Cathode
Anode
Anode Current Collector
Cathode Current Collector
Cathode Interconnect
Data Provided by Siemens Westinghouse
Power Corporation, Pittsburgh PA
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Current Density on Electrolyte (A/m2)
Data Provided by Siemens Westinghouse
Power Corporation, Pittsburgh PA
Results (cont.)
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Other Related Results (cont.)
• Sensors for Fuel Cell Diagnostics− High-temperature thin film sensors to
measure temperature, strain and heat flux
− Sensors can be applied to fuel cell anodes and cathodes, embedded on electrolyte, or applied to stack hardware such as seals and interconnects
− Measure fuel cell strain− Measurements can be used for stress
and temperature model validationURI strain gage applied to SOFC anode
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Applicability to SOFC Commercialization
• Providing basic engineering tools suitable for detailed cell and stack analysis.
• Capability enables fuel cell designers to better predict and manage flow, current and temperature distributions.
Technical IssuesAddressed
Objectives & Results Future WorkApplicabilityApplicabilityApproach
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FY04 Work Plans
• Continued Validation (Q1-Q4/FY04)−NETL data (button and full-size cells)−SW data−UTRC data
• Transient Application of SOFC Model (Q1/FY04)• Release to SECA Vertical Teams (Q2/FY04)• Internal Reforming Model (Q2/FY04)• Link NETL SOFC Model with ANSYS (Q3/FY04)
−validation−application
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Dynamic Analysis
1000
0
8708 7416 6124 4832 3540
2248 95
6
0.300.0
90.03
0.85
0.87
0.89
0.91
0.93
0.95
0.97
0.99
Nor
mal
ized
Cat
hode
Sur
face
R
espo
nse
[1]
Current Amplitude [amp/m2]Ripple Factor [1]
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Technical Issues
• Success in the commercialization of SECA technology will depend on:− reducing manufacturing costs−producing a usable technology...
• success in durability (>40,000 hours) • success in energy conversion efficiency • success in managing dynamics
• less than XX minute startup (pick a number!)• safe and failure-free shutdown• load transients• …
Technical IssuesTechnical IssuesAddressedAddressed
Objectives & Results Applicability Future WorkApproach
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Technical Issues (cont.)
Virginia Tech Inverter
InverterAC Power
Lesster (2000) filtering for low ripple is costly.
Power Conditioning Induced Load DynamicsPower Conditioning Induced Load Dynamics
Virkar (2001)
Application Induced Load DynamicsApplication Induced Load Dynamics
• Commonly use fast energy storage device (batteries)
• Minimize system cost (e.g., batteries) by allowing fuel cell load dynamicsResearch questions:
- how do dynamic loadings compare to steady?- at what amplitude/cut-off frequency will such oscillatory loadings have negligible impact?
Technical IssuesTechnical IssuesAddressedAddressed
Objectives & Results Applicability Future WorkApproach
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Background (cont.)
• A literature search on fuel cell dynamics yields little helpful information.
• Dynamic concerns at the cell level have not yet been addressed.
• Riso Nat. Lab studied impacts of steady loading on degradation. Jorgensen et al. (2000) indicate current current loadingloading causes degradation in cell materials.
• Degradation mechanisms (steady or non-steady loaded) not clear, Badwal (2001).
• Most prior transient studies focused on cell thermal behavior under heat-up, or employed simple lumped models for system studies (no detailed and coupled electrochemistry).
Technical IssuesTechnical IssuesAddressedAddressed
Objectives & Results Applicability Future WorkApproach
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Technical Investigations
• Transient loads− Application load driven− Inverter driven
• Experimental− Button cells− 10cmx10cm cells
• Modeling
• Understanding to be acquired− Details of cell operation
• Y(x,y,t)• T(x,y,t)• σ(x,y,t)
− Deviation in behavior from steady-state loads
Technical IssuesTechnical IssuesAddressedAddressed
Objectives & Results Applicability Future WorkApproach
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Technical Challenges for Investigating Effects of Dynamic Loads
• Need improved understanding on resultant transient behavior in and around PEN to improve durability.
• Detailed electrochemical codes not ready for transient studies.
• Detailed transient studies can be time consuming.• SOFC test conditions are challenging.• Long duration tests often required to assess degradation.• Reliable experimental results/conclusions require
repeatability in specimen fabrication and test setup.• Identifying correct degradation mechanisms is not easy
even for steady-state loads.
Technical IssuesTechnical IssuesAddressedAddressed
Objectives & Results Applicability Future WorkApproach
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R&D Objective
Understand the impact of dynamic loads on the cell level reactant histories, thermal transients, component stress,
and fuel cell degradation
to enable
design solutions for optimal startup and lifetimes
Technical IssuesAddressed
Objectives &Objectives & Results Future WorkApproachApproach Applicability
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Technical Approach
• Modeling−Goal: Identify impact of dynamic loads on species
concentration and temperature changes to help quantify deviation from SS loads
−Apply existing (NETL developed) one-dimensional models • Investigate spatial transient behavior over a cell (cell
performance model)• Investigate electrode response due to ripple (electrode
transport model)• Guide experimental analysis by providing estimates for
experimental load conditions
Technical IssuesAddressed
Objectives &Objectives & Results Future WorkApproachApproach Applicability
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Technical Approach (cont.)
• Experimental− Work with external partners to acquire ‘standardized’ button
cells (repeatable fabrication, well characterized). UoU-button.− Use existing SOFCEL facility to run both steady-state (baseline)
and dynamic (20-30% ripple) loadings.− Apply AC impedance and galvanostatic/potentiostatic
techniques to identify performance changes.− Consult with materials experts to help with materials
measurements and identifying material degradation mechanisms (PNNL, ORNL):• SEM - identify material structural changes• XRD - material phase changes• XPS – material phase changes
Technical IssuesAddressed
Objectives &Objectives & Results Future WorkApproachApproach Applicability
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Technical Approach (cont.)
• Results published in conference and journal articles.
Technical IssuesAddressed
Objectives &Objectives & Results Future WorkApproachApproach Applicability
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Results
• Applied existing Electrode Model and Cell Models to help begin understanding transient issues for SOFC technology.
• Journal article (Gemmen (2003))• Conference presentation (Gemmen et al.
(2003))
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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10cm x 10cm Cell Dynamic Model
• Based on 1-D code− Liese, Gemmen et al. (1999)
• Fully coupled electrochemistry and flow (V, T, species, i’’)
• Cross Flow Geometry− Anode supported− 8 x 8 channels
• Active Area: 10cm x 10cm• Nominal Steady Load Conditions
− Cell voltage=0.77 volt− Current density=0.74A/cm2
− Power=0.57W/cm2
− Temperature=860oC− FU=0.81− AU=0.11
• Cases studied− 0) Load change (incr./decr.)− 1) Idle (no load) to Steady
State Load− 2) Introduce Ripple following
Steady State Condition at 1− 3) Unload event
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Case 2: Ripple Case
• Following Steady State Load…Impose Ripple−Voltage controlled (0.77+/-0.015)
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Case 2: Cell Current Density(10cm x 10cm; 30Hz Ripple; voltage driven; 8x8 nodes)
Cell Current Density [A/m2]
Total Cell Current [A]
AnodeGas
CathodeGas
• Current density response due to ripple is nearly uniform over cell, with minor asymmetric secondary response.
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Case 2: Cell Current Density(10cm x 10cm; 120Hz Ripple; voltage driven; 8x8 nodes)
Cell Current Density [A/m2]
Total Cell Current [A]
AnodeGas
CathodeGas
• 120Hz case similar to 30Hz case, with slightly weakened secondary.
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Case 2: Oxygen Interfacial Concentration(10cm x 10cm; 30Hz Ripple; voltage driven; 8x8 nodes)
Oxygen Molar Concentration [1]
Total Cell Current [A]
AnodeGas
CathodeGas
• O2 response due to 30Hz ripple is like a wave, with largest oscillation at the exit.
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Case 2: Oxygen Deviation from Steady State(10cm x 10cm; 30Hz Ripple; voltage driven; 8x8 nodes)
Oxygen Molar Concentration [1]
Total Cell Current [A]
AnodeGas
CathodeGas
• Ave. O2 concentration toward exit nodes appears increased compared to SS condition. Needs to be investigated further.
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Case 2: Hydrogen Deviation from Steady State(10cm x 10cm; 30Hz Ripple; voltage driven; 8x8 nodes)
H2 Molar Concentration [1]
Total Cell Current [A]
AnodeGas
CathodeGas
• Ave. H2 concentration toward air inlet side appears increased compared to SS condition. H2 concentration toward air exit side appears decreased compared to SS condition.
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Case 3: Unload(10cm x 10cm; 8x8 nodes)
Current Density [A/m2]
Total Cell Current [A]
AnodeGas
CathodeGas
• Upon unload, current density over portions of the surface reverse (electrolysis) as cell attempts to reach new thermal and specie equilibrium.
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Conclusions (Full Cell Transient Studies)
• For frequencies above 120Hz, response of fuel cell is mostly uniform over cell surface.
• For frequencies below 120Hz, oxygen response begins to become ‘wave-like’, while hydrogen response is mostly uniform over cell surface.
• Current density response is mostly uniform for all cases studied (little frequency dependency).
• Ripple induces a slightly modified time-average response to hydrogen (more H2 conc. at air inlet side, less at exit side).
• Certain dynamic conditions (unloading) can cause current reversal over portions of the cell.
Goals & Objectives
Technical Challenges Summary Future WorkResultsResults
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1-Dim. Electrode Model Results
τεDD =′
jjj YDYu
dtdY 2∇′=∇+ε
e-
Ion Migration
O2
H2
ProtonElectrolyte
e- e-
e- e-
=
−−=
FZNtIYnYn
VRT
dtdP
jojoiji
s
sj )(__
RLoad
•0.017 in. thick•40% porosity
u = N/ρε2/3
D=Knudsen+Molecular DiffusionN=Molar Fluxρ=Molar density
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Ripple Model
• Assume steady DC current component and a square wave ripple component imposed at the electrode/membrane interface:I(t) = A*S[1+x*sq(ω*t)]where,
A = current amplitude factor [amp/m2]S = active area [m2]x = ripple factor [1]sq(ω*t) = square wave of unity amplitude and frequency ω.
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Impact of Inverter Dynamic LoadAnode Electrode Model H2 Response (120 Hz fixed 0.8 utilization)
1000
0
8708 7416 6124 4832 3539 2247 95
5
0.300.0
90.03
0.85
0.87
0.89
0.91
0.93
0.95
0.97
0.99
Nor
mal
ized
Ano
de S
urfa
ce
Res
pons
e [1
]
Current Amplitude [amp/m2]Ripple Factor [1]
SECA Range
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Impact of Inverter Dynamic LoadCathode Electrode Model O2 Response (120 Hz fixed 0.25 utilization)
1000
0
8708 7416 6124 4832 3540
2248 95
60.3
00.090.0
3
0.85
0.87
0.89
0.91
0.93
0.95
0.97
0.99
Nor
mal
ized
Cat
hode
Sur
face
R
espo
nse
[1]
Current Amplitude [amp/m2]Ripple Factor [1]
SECA Range
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Ripple Limits – Anode & Cathode
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0 2000 4000 6000 8000 10000 12000
Current Density [amp/m2]
Rip
ple
Lim
it [1
]
Ripple Limit for <3% Impact on O2 Performance(curve taken from fixed O2 utilization (@25%) analysis)
Ripple Limit for <3% Impact on H2 Performance(curve taken from fixed H2 utilization (@80%) analysis)
120 Hz
Technical IssuesAddressed
Objectives &Approach Applicability Future WorkResultsResults
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Conclusion (Electrode Study)
• Unmitigated, inverter loads can significantly modify the conditions within and around the fuel cell electrodes as compared to equivalent steady loads.
• Both anode and cathode supported electrodes should be carefully examined…cathode supported electrodes are impacted more severely, however.
• To ensure minor impact to the fuel cell conditions, inverter ripple factors should be controlled to less than 6%-9%.
• Ripple frequencies above 400 Hz have minor effects.
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
![Page 39: Model Tool Development & Application at NETL...• FLUENT handles all aspects of the hydrodynamics, species transport and heat transfer in the flow channels and the porous electrodes](https://reader035.vdocument.in/reader035/viewer/2022071603/613e3e4859df642846166748/html5/thumbnails/39.jpg)
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Results (cont.)
• Built & configured hardware needed to experimentally assess ripple and other dynamic issues for SOFC’s.
• 1st experimental ripple study now underway.
Technical IssuesAddressed
Objectives & ResultsResults Applicability Future WorkApproach
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Applicability to SOFC Commercialization
• Providing basic understanding (engineering knowledge base) for how dynamic loads deviate from steady loads.
• Gained following understanding:− Inverter loads can significantly modify the conditions within and around
the fuel cell electrodes as compared to equivalent steady loads.− To ensure minor impact to the fuel cell conditions, inverter ripple
factors should be controlled to less than 6%-9%.− Ripple frequencies above 400 Hz have minor effects.− For frequencies above 120Hz, response of fuel cell is mostly uniform
over cell surface.− For frequencies below 120Hz, oxygen response begins to become
‘wave-like’, while hydrogen response remains mostly uniform over cell surface.
− Current density response is mostly uniform for all cases studied (little frequency dependency).
− Ripple induces a slightly modified time-average response to hydrogen (more H2 conc. at air inlet side, less at exit side).
Technical IssuesAddressed
Objectives & Results Future WorkApplicabilityApplicabilityApproach
![Page 41: Model Tool Development & Application at NETL...• FLUENT handles all aspects of the hydrodynamics, species transport and heat transfer in the flow channels and the porous electrodes](https://reader035.vdocument.in/reader035/viewer/2022071603/613e3e4859df642846166748/html5/thumbnails/41.jpg)
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FY04 Project Tasks• Task 1 – Obtain experimental data on cell degradation
• Obtain baseline steady load degradation rate using standard cells
• Impose ripple (20-30% at simulated high utilization) to determine change in degradation rate
• Acquire resistance data—impedance spectroscopy; potentiometric/galvanic interrupt studies
• Run duplicate cases: 2+ at steady load and 2+ unsteady load• Task 2 – Evaluate material properties
• Evaluate material properties of both unsteady and steady cells to identify different or accelerated degradation behavior• SEM, XPS, EDS, XRD
• Task 3 – Model experimental conditions• Apply models to experimental cases• Provide detailed understanding of performance at the cell
level• Task 4 – Journal publications and presentations
Results Future WorkFuture WorkTechnical IssuesAddressed
Objectives & ApplicabilityApproach