Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D....

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Integrated MicroPower Generator Program Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics- based models of SCFC operation Use models along with test results to develop understanding of factors determining performance Use to aid in design optimization

Transcript of Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D....

Page 1: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Single-Chamber Fuel Cell Models

D. G. Goodwin, Caltech

• Develop validated physics-based models of SCFC operation

• Use models along with test results to develop understanding of factors determining performance

• Use to aid in design optimization

Page 2: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Multiple models

• Model 1: a simple model for qualitative parametric studies– Allows rapid exploration of the effects of

various parameters on performance

• Model 2: Solves 2D channel flow assuming fully developed flow. Computes – Species concentration profiles– Current density profiles– Power output vs. load

• Model 3: Solves 2D reacting channel flow accurately (in development, Yong Hao)

Seconds on a laptop PC

Minutes on a linux workstation

Minutes to hours

Computational expense

Page 3: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Model 1: a “zero-dimensional” fuel cell model

• Can be used to model single- or dual-chamber designs

• No consideration of gas flow

• Approximate equilibrium treatment of hydrocarbon oxidation

• Includes diffusion through electrodes, activation polarizations, ohmic losses

• Can compute current-voltage curves

• Written in a simple scripting language (Python)

• Uses the Cantera software package to evaluate thermodynamic and transport properties, and compute chemical equilibrium (www.cantera.org)

• Good for semi-quantitative parametric studies

Page 4: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Idealized Geometry

• Each side exposed to uniform gas with specified composition

– No depletion in gas

– Corresponds to limit of fast transport

– Compositions can be set equal (single-chamber) or each independently specified (dual-chamber)

Uniform cathode-side gas

Uniform anode-side gas

Porous Cathode

Porous Anode

Page 5: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Electrochemical Reactions

• Anode reactions– H2 + O2- = H2O– CO + ½ O2- = CO2

• Cathode reaction– O2 = 2O2-

• Catalyst selectivity– Reactions allowed to occur at opposite electrode with

relative rate 0 < Fc < 1– Fc > 0 lowers OCV– At Fc = 0, OCV = 0

Page 6: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

partially-oxidized gas mixture

Gas Composition

• Approximate treatment of partial oxidation• Assume gas is a mixture of the input gas

composition + equilibrium composition• No selectivity assumed – CO, CO2, H2, and H2O

all present

0

0.02

0.04

0.06

0.08

0.1

0.12

0.14

0.16

0.18

0.2

0 0.2 0.4 0.6 0.8 1

Equilibrium Fraction Feq

Mo

le F

ract

ion

O2

H2CO2

C3H8

CO

H2O

CH4

600 C

Input: 1:3:12 C3H8/O2/He

Inlet gas

equilibrium gas

Feq1 - Feq

Page 7: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Transport through electrodes

• Gas composition at electrode/electrolyte interface determined by diffusion through porous electrode

• Effective diffusion coefficients account for pore size, porosity, and tortuosity of electrode microstructure

• Concentrations at electrode/electrolyte interface used to calculate Nernst potential

reactant

product

electrode

Assumed uniform gas composition

concentration gradients in electrode drive diffusion

Page 8: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Electrode Kinetics

Page 9: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Cathode Activation Polarization

• Represents largest loss

• Dependence on oxygen partial pressure assumed first-order

Range considered

Page 10: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Anode Activation Polarization

• Assumed not to be rate-limiting

• Anode exchange current density set to a large multiple of cathode exchange current density (100 – 1000)

Page 11: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Electrolyte Ohmic Loss

1000/T (K-1)

0.8 0.9 1.0 1.1 1.2 1.3 1.4 1.5

Lo

g( )

[-1cm

-1]

-4

-3

-2

-1

0

400°C500°C600°C700°C800°C975°C

Bi2O3

[B.C.H. Steele, Mat. Sci. and Eng., B13 (1992) 79-87][A.M. Azad, S.Larose and S.A. Akbar, J. Mat. Sci., 29 (1994) 4135-51]

Value for GDC used

Page 12: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Current Density Computation

• Nernst potential calculated using concentrations at electrode/electrolyte interfaces, and includes effects of back reaction

• Given Eload, this equation is solved for the current density

Page 13: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Simulation of Test Results with Ni-SDCSDCSSC-Pt-SDC at 600 C

Page 14: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Test results can be accounted for with physically-reasonable parameters

• Experimental Ni-SDCSDCSSC-Pt-SDC results at 600 C best fit by– I0,c = 70 mA/cm2

– 80% electrode selectivity– 50% conversion to equilibrium products

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

0 50 100 150 200 250

Current Density (mA/cm2)

Vo

lta

ge

0

10

20

30

40

50

60

70

80

90

0 50 100 150 200 250

Current Density (mA/cm2)

Po

wer

Den

sity

(m

W/c

m2)

Accurate modeling of transport limit requires more accurate treatment of transport processes – see Model 2 results

Page 15: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Gas Composition Effects

• Increasing percent conversion to equilibrium products moves the transport limit to higher current densities

• For fuel-rich input mixtures, equilibrium composition contains significant CO and H2, in addition to CO2 and H2O

• Therefore, non-electrochemical oxidation of CO and H2 not likely to be a problem as long as a fuel-rich mixture is used 0

10

20

30

40

50

60

70

80

90

0 50 100 150 200 250

Current Density (mA/cm2)

Po

wer

Den

sity

(m

W/c

m2)

60%10%

Page 16: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Single Chamber vs. Dual Chamber

• Dual chamber calculation sets cathode gas composition to air, and eliminates the back reactions at the electrodes

0

20

40

60

80

100

120

140

160

0 50 100 150 200 250 300

Current Density (mA/cm2)

Po

wer

Den

sity

(m

W/c

m2)

Dual

Single

Page 17: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Catalyst selectivity effects

0

0.2

0.4

0.6

0.8

1

1.2

0 0.2 0.4 0.6 0.8 1

Catalyst Selectivity Factor

OC

V

0

20

40

60

80

100

120

140

0 0.2 0.4 0.6 0.8 1

Catalyst Selectivity Factor

Max

Po

wer

Den

sity

(m

W/c

m2)

More selective Less selective

Catalysts must have reasonable selectivity for electrochemical reactions in order for SCFC to function

Page 18: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

SCFC Loss Mechanisms

• Dominated by losses due to– Low cathode activity– Incomplete cathode and anode selectivity

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0.2

0.4

0.6

0.8

1

1.2

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Current Density {mA/cm 2}

Vo

ltag

e

Load Crossover Cathode Activation

Concentration Anode Activation Ohmic

Page 19: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Model 2: Microchannel SCFC Simulations

Page 20: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Model Overview

• Inputs– Inlet gas composition, temperature, pressure– Load potential– Parameters characterizing kinetics, electrode transport,

geometry, etc.

• Outputs– 2D spatial distributions of C3H8, CH4, CO, H2, CO2, and H2O in

channel– Current density profile J(x)

• Assumes isothermal, isobaric conditions

• Includes an unsealed, non-catalytic plate (interconnect) separating anode and cathode gas streams

Page 21: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Model Geometry

Electrolyte

CathodeAnode

Non-catalytic partitionPremixedFuel / air mixture

Cathode-side flow channel

Anode-side flow channel

Page 22: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Mathematical Model

• Species equations finite-differenced and integrated in time to steady state.

• Porous electrodes handled by locally modifying diffusion coefficients

• Species equations solved simultaneously with equation for current density

Page 23: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Model Problem

• Channel height = 700 m, length = 10 mm• 200 m anode, 50 m cathode• Electrode porosity 0.4, pore size 0.1 m • 15 m GDC electrolyte• T = 600 C, P = 1 atm

• Premixed 1:3 C3H8 / air

• Partial oxidation rate at anode set to give nearly complete consumption of propane

• Other parameters same as in zero-D model

Page 24: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Porous Electrode Transport

• Gas must diffuse through porous electrodes to reach electrochemically-active triple-phase boundary

• Process modeled with effective diffusion coefficients for each species that interpolate between Knudsen and ideal gas limits

• Effective diffusion coefficient close to the Knudsen limit

reaction

reac

tan

ts

pro

du

cts

Page 25: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Partial Oxidation

• Global partial oxidation reaction C3H8 + 3/2 O2 => CO + 4H2

– Produces electrochemically-active species

– assumed to occur throughout the anode

– May occur on the cathode also

• Rate modeled as first-order in C3H8 and O2

• Magnitude set to lead to nearly complete conversion in the anode-side exhaust– ample residence time for complete

conversion (50-100 ms vs. 1 ms)– Degree of conversion can be tuned

experimentally by material choice, and anode fabrication methods

Page 26: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Velocity Profile

X (mm)

Y(m

m)

2 4 6 8 10

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1.1

1.2

1.3

1.4

Porous anode

Porous cathode

This velocity profile is imposed, based on known solution for viscous fully-developed flow

Page 27: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Species Distributions at Max Power

flow

Anode on left

Cathode on right

Page 28: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Current Density Distribution

• Movie shows steady-state J(x) for load potentials ranging from zero to 0.9 V

Page 29: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Predicted Performance at 600 C

00.10.20.30.40.50.60.70.80.9

1

0 100 200 300 400

Current Density (mA/cm2)

Vo

lta

ge

• Predicted OCV = 0.9 V, peak power density = 85 mW/cm2

• Easily meets target SCFC performance of 50 – 100 mW/cm2.

0

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30

40

50

60

70

80

90

0 100 200 300 400

Currrent Density (mA/cm2)

Po

we

r D

en

sit

y (

mW

/cm

2)

Page 30: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Conclusions

• Performance targets appear to be easily achievable

• Largest potential gains in performance: – improved cathode catalytic activity– improved electrode selectivity

• Separator plate may not be necessary

• As long as gas composition is fuel rich, non-electrochemical oxidation of CO and H2 will not go to completion, and therefore nonselective catalyst for partial oxidation is acceptable.

Page 31: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Future Work

• Validation against all available test data – single-chamber, dual-chamber, etc.

• Prediction of coking behavior

• Prediction of low-temperature performance

• Integration with Swiss Roll heat exchanger model to predict operating temperature

Page 32: Integrated MicroPower GeneratorProgram Review, October 18, 2002 Single-Chamber Fuel Cell Models D. G. Goodwin, Caltech Develop validated physics-based.

Integrated MicroPower Generator Program Review, October 18, 2002

Summary

• Two numerical models have been developed to predict SCFC performance.– A simple model useful for interpreting test data– A channel flow model useful for predicting micropower

generator performance

• Test results can be accounted for with physically-reasonable kinetic parameters

• Using these parameters in the channel-flow model leads to performance at 600 C that meets our targets

• Both models are suitable for use in design and optimization studies, including system studies with the Swiss Roll heat exchanger.