Evaluation Study for Large Prismatic Lithium-Ion Cell ... - NREL
Evaluation Study for Large Prismatic Lithium-Ion Cell ... - NREL
Evaluation Study for Large Prismatic Lithium-Ion Cell ... - NREL
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<strong>Evaluation</strong> <strong>Study</strong> <strong>for</strong> <strong>Large</strong> <strong>Prismatic</strong><br />
<strong>Lithium</strong>-<strong>Ion</strong> <strong>Cell</strong> Designs Using<br />
Multi-Scale Multi-Dimensional Battery Model<br />
Gi-Heon Kim and Kandler Smith<br />
National Renewable Energy Laboratory<br />
Golden, Colorado<br />
<strong>NREL</strong>/PR-540-46076<br />
This research activity is funded by the U.S. Department of Energy<br />
<strong>NREL</strong> is a national laboratory of the U.S. Department of Energy, Office of Energy Efficiency and Renewable Energy, operated by the Alliance <strong>for</strong> Sustainable Energy, LLC.
Batteries <strong>for</strong> Electrified Vehicles<br />
Electrified drive-train vehicles such as PHEVs and EVs with rangeextenders<br />
are believed to be near-term technologies that are<br />
• displacing significant petroleum use in the transportation sector<br />
• diversifying energy sources <strong>for</strong> mobility<br />
Advances in batteries are critical to realize green mobility technologies<br />
DOE’s Energy Storage System Per<strong>for</strong>mance Targets <strong>for</strong> PHEVs<br />
National Renewable Energy Laboratory 2<br />
Innovation <strong>for</strong> Our Energy Future
Batteries <strong>for</strong> Electrified Vehicles<br />
Electrified drive-train vehicles such as PHEVs and EVs with rangeextenders<br />
are believed to be near-term technologies that are<br />
• displacing significant petroleum use in the transportation sector<br />
• diversifying energy sources <strong>for</strong> mobility<br />
Advances in batteries are critical to realize green mobility technologies<br />
DOE’s Energy Storage System Per<strong>for</strong>mance Targets <strong>for</strong> PHEVs<br />
Per<strong>for</strong>mance<br />
Life<br />
Cost<br />
Safety<br />
National Renewable Energy Laboratory 3<br />
Innovation <strong>for</strong> Our Energy Future
Multi-Scale Physics in Li-<strong>Ion</strong> Battery<br />
Requirements & Resolutions<br />
“Requirements” are usually defined<br />
in a macroscale domain and terms<br />
Per<strong>for</strong>mance<br />
Life<br />
Cost<br />
Safety<br />
• Wide range of length and time scale physics<br />
• Design improvements required at different scales<br />
• Need <strong>for</strong> better understanding of interaction among different scale physics<br />
National Renewable Energy Laboratory 4<br />
Innovation <strong>for</strong> Our Energy Future
Multi-Physics Interaction<br />
electrochemical<br />
current production<br />
Comparison of two 40 Ah<br />
flat cell designs<br />
2 min 5C discharge<br />
working potential working potential<br />
temperature temperature<br />
electrochemical<br />
current production<br />
National Renewable Energy Laboratory 5<br />
Innovation <strong>for</strong> Our Energy Future
Multi-Physics Interaction<br />
�<strong>Large</strong>r over-potential<br />
promotes faster discharge<br />
reaction<br />
�Converging current<br />
causes higher potential<br />
drop along the collectors<br />
electrochemical<br />
current production<br />
�High temperature<br />
promotes faster<br />
electrochemical reaction<br />
�Higher localized reaction<br />
causes more heat<br />
generation<br />
Comparison of two 40 Ah<br />
flat cell designs<br />
2 min 5C discharge<br />
working potential working potential<br />
temperature temperature<br />
electrochemical<br />
current production<br />
National Renewable Energy Laboratory 6<br />
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Multi-Physics Interaction<br />
�<strong>Large</strong>r over-potential<br />
promotes faster discharge<br />
reaction<br />
�Converging current<br />
causes higher potential<br />
drop along the collectors<br />
electrochemical<br />
current production<br />
�High temperature<br />
promotes faster<br />
electrochemical reaction<br />
�Higher localized reaction<br />
causes more heat<br />
generation<br />
Comparison of two 40 Ah<br />
flat cell designs<br />
2 min 5C discharge<br />
working potential working potential<br />
soc<br />
temperature temperature<br />
This cell is cycled<br />
more uni<strong>for</strong>mly, can<br />
there<strong>for</strong>e use less<br />
active material ($)<br />
and has longer life.<br />
National Renewable Energy Laboratory 7<br />
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soc<br />
electrochemical<br />
current production
Electrode-Scale Per<strong>for</strong>mance Model<br />
Charge Transfer Kinetics at Reaction Sites<br />
Species Conservation<br />
Charge Conservation<br />
( φ − ) −U<br />
η = φ<br />
s<br />
e<br />
• Pioneered by Newman group (Doyle, Fuller,<br />
and Newman 1993)<br />
• Captures lithium diffusion dynamics and charge<br />
transfer kinetics<br />
• Predicts current/voltage response of a battery<br />
• Provides design guide <strong>for</strong> thermodynamics,<br />
kinetics, and transport across electrodes<br />
Energy Conservation • Difficult to resolve heat and electron current<br />
∂T<br />
ρc<br />
p = ∇ ⋅(<br />
k∇T<br />
)<br />
transport<br />
+ q′<br />
′<br />
∂t<br />
Li ⎛<br />
∂U<br />
eff<br />
eff<br />
eff<br />
q′ ′<br />
⎞<br />
= j ⎜φs<br />
−φ<br />
e −U<br />
+ T ⎟ + σ ∇φs<br />
⋅∇φ<br />
s + κ ∇φe<br />
⋅∇φ<br />
e + κ D ∇lnc<br />
e ⋅∇φ<br />
e<br />
⎝<br />
∂T<br />
⎠<br />
National Renewable Energy Laboratory 8<br />
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r
Integrated Model Resolving Different Scale Physics<br />
To expand knowledge of the impacts of designs in different scales,<br />
usages, and management on per<strong>for</strong>mance, life, and safety of battery<br />
systems<br />
Li Transport &<br />
Charge Transfer Kinetics<br />
Electron Transport &<br />
Heat Transport<br />
Simply Work?<br />
Extend model domain size up to cell scale to capture macroscopic design<br />
features, while maintaining model resolution to capture Li diffusion dynamics<br />
in electrode level scale ??? � huge computational complexity and cost<br />
National Renewable Energy Laboratory 9<br />
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Approach<br />
Multi-Scale Multi-Dimensional (MSMD) Model<br />
Simulation<br />
Domain<br />
= Macro Grid + Micro Grid<br />
(Grid <strong>for</strong> Sub-grid Model)<br />
• Captures macroscopic electron/heat transports, electrode scale Li<br />
diffusion dynamics/charge transfer kinetics in separate domains<br />
• Physically couple the solution variables defined in each domain using<br />
multi-scale modeling schemes<br />
• Runs in tolerable calculation time, practical <strong>for</strong> battery and system<br />
engineering design<br />
National Renewable Energy Laboratory 10<br />
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X<br />
R<br />
Current Collector (Cu)<br />
Negative<br />
Electrode<br />
x<br />
Separator<br />
Positive<br />
Electrode<br />
Current Collector (Al)
Present <strong>Study</strong><br />
“Poorly designed electron and heat transport paths can cause excessive<br />
spatial non-uni<strong>for</strong>mity in battery physics, and then deteriorate the<br />
per<strong>for</strong>mance and shorten the life of the battery.”<br />
Fixed Microscopic Designs Macroscopic Features as Design Variables<br />
Objectives<br />
Demonstrate the impact of macroscopic design factors on battery …<br />
• Per<strong>for</strong>mance : B2 abs# 252 (Kim & Smith) � This talk<br />
• Life: B2 abs# 255 (Smith & Kim)<br />
National Renewable Energy Laboratory 11<br />
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Nominal Design – 10C discharge <strong>for</strong> 30 sec<br />
� Stacked prismatic design<br />
� 140 x 100 x 15 mm 3 <strong>for</strong>m factor<br />
� Tabs on a same side<br />
� 20 Ah<br />
� PHEV10 application<br />
� 10C constant current discharge<br />
� soc ini = 90%<br />
� Surface and tab cooling<br />
� h inf = 20 W/m 2 K<br />
� T amb = 30 o C<br />
� T ini = 30 o C<br />
3.2<br />
0 5 10 15<br />
t (s)<br />
20 25 30<br />
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(V)<br />
4<br />
3.8<br />
3.6<br />
3.4<br />
V(t)<br />
OCV(t)<br />
evaluated from volumetric<br />
average of composition<br />
15 mm
Electrical Response – 10C Discharge<br />
Current density field at metal collector foils<br />
after 30 sec discharge at mid-plane<br />
Y(mm)<br />
Y(mm)<br />
100<br />
80<br />
60<br />
40<br />
20<br />
0<br />
0 20 40 60<br />
X(mm)<br />
80 100 120 140<br />
100<br />
80<br />
60<br />
40<br />
20<br />
Al foil<br />
Cu foil<br />
0<br />
0 20 40 60<br />
X(mm)<br />
80 100 120 140<br />
Working potential between electrode planes<br />
after 30 sec discharge at mid-plane<br />
National Renewable Energy Laboratory 13<br />
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Electrical Response – 10C Discharge<br />
Current density field at metal collector foils<br />
after 30 sec discharge at mid-plane<br />
Y(mm)<br />
Y(mm)<br />
100<br />
80<br />
60<br />
40<br />
20<br />
0<br />
0 20 40 60<br />
X(mm)<br />
80 100 120 140<br />
100<br />
80<br />
60<br />
40<br />
20<br />
Al foil<br />
Cu foil<br />
0<br />
0 20 40 60<br />
X(mm)<br />
80 100 120 140<br />
after 30 sec discharge at mid-plane<br />
3.37<br />
3.36<br />
3.35<br />
3.34<br />
100<br />
Working Potential [V] Working potential between electrode planes<br />
50<br />
<strong>Large</strong> Overpotential<br />
Y(mm)<br />
0<br />
0<br />
100<br />
50<br />
X(mm)<br />
National Renewable Energy Laboratory 14<br />
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… …<br />
3.37<br />
3.365<br />
3.36<br />
3.355<br />
3.35<br />
3.345<br />
3.34
Temperature [ ° C]<br />
36<br />
34<br />
32<br />
30<br />
100<br />
T(t) [ ° C]<br />
Thermal Response – 10C Discharge<br />
Temperature Evolution at Mid-Plane<br />
50<br />
Y(mm)<br />
36<br />
34<br />
32<br />
0<br />
0<br />
Temperature [ ° C]<br />
36<br />
34<br />
32<br />
30<br />
100<br />
100 50<br />
50<br />
X(mm) Y(mm)<br />
0<br />
0<br />
Temperature [ ° C]<br />
avarage temperature<br />
36<br />
34<br />
32<br />
30<br />
100<br />
100 50<br />
50<br />
X(mm) Y(mm)<br />
maximum temperature<br />
minimum temperature<br />
0<br />
0<br />
Temperature [ ° C]<br />
36<br />
34<br />
32<br />
30<br />
100<br />
100 50<br />
50<br />
X(mm) Y(mm)<br />
30<br />
0 5 10 15<br />
t [s]<br />
20 25 30<br />
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0<br />
0<br />
Temperature [ ° C]<br />
36<br />
34<br />
32<br />
30<br />
100<br />
100 50<br />
50<br />
X(mm) Y(mm)<br />
0<br />
0<br />
Temperature [ ° C]<br />
36<br />
34<br />
32<br />
30<br />
100<br />
100 50<br />
50<br />
X(mm) Y(mm)<br />
5s 10s 15s 20s 25s 30s<br />
0<br />
0<br />
100<br />
50<br />
X(mm)<br />
36<br />
34<br />
32<br />
30
35<br />
34<br />
Thermal Response – 10C Discharge<br />
Temperatures after 30 sec discharge<br />
35.9<br />
35.5<br />
34.5<br />
33.6<br />
� T ini =30.0 o C<br />
� T avg=34.3 o C � ∆T=2.3 o C<br />
Z(mm)<br />
Z(mm)<br />
Z(mm)<br />
15<br />
10<br />
5<br />
0<br />
0 20 40<br />
Y(mm)<br />
60 80 100<br />
15<br />
10<br />
5<br />
0<br />
0 20 40<br />
Y(mm)<br />
60 80 100<br />
15<br />
10<br />
5<br />
0<br />
0 20 40<br />
Y(mm)<br />
60 80 100<br />
Y(mm)<br />
Y(mm)<br />
100<br />
80<br />
60<br />
40<br />
20<br />
0<br />
0 20 40 60<br />
X(mm)<br />
80 100 120 140<br />
100<br />
80<br />
60<br />
40<br />
20<br />
mid-plane<br />
surface<br />
0<br />
0 20 40 60<br />
X(mm)<br />
80 100 120 140<br />
National Renewable Energy Laboratory 16<br />
Innovation <strong>for</strong> Our Energy Future
i [A/m 2 ]<br />
soc-soc avg (%)<br />
285<br />
280<br />
275<br />
270<br />
100<br />
0.4<br />
0.2<br />
Electrochemical Response – 10C discharge<br />
50<br />
Y(mm)<br />
0<br />
-0.2<br />
-0.4<br />
100<br />
discharge current density<br />
0<br />
0<br />
soc- soc avg<br />
50<br />
Y(mm)<br />
soc(t) [%]<br />
0 0<br />
90<br />
85<br />
i [A/m 2 ]<br />
100<br />
50<br />
X(mm)<br />
285<br />
280<br />
275<br />
270<br />
100<br />
50<br />
Y(mm)<br />
0<br />
0<br />
i [A/m 2 ]<br />
100<br />
50<br />
X(mm)<br />
285<br />
280<br />
275<br />
270<br />
100<br />
50<br />
Y(mm)<br />
0<br />
0<br />
i [A/m 2 ]<br />
100<br />
50<br />
X(mm)<br />
285<br />
5s 10s 15s 20s 25s 30s<br />
soc-soc avg (%)<br />
100<br />
50<br />
X(mm)<br />
0.4<br />
0.2<br />
0<br />
-0.2<br />
-0.4<br />
100<br />
50<br />
Y(mm)<br />
0<br />
0<br />
soc-soc avg (%)<br />
100<br />
50<br />
X(mm)<br />
0.4<br />
0.2<br />
0<br />
-0.2<br />
-0.4<br />
100<br />
50<br />
Y(mm)<br />
0<br />
0<br />
soc-soc avg (%)<br />
100<br />
50<br />
X(mm)<br />
280<br />
275<br />
270<br />
100<br />
80<br />
0 5 10 15<br />
t [s]<br />
20 25 30<br />
National Renewable Energy Laboratory 17<br />
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0.4<br />
0.2<br />
-0.2<br />
-0.4<br />
100<br />
50<br />
Y(mm)<br />
0<br />
50<br />
Y(mm)<br />
0<br />
0<br />
0<br />
0<br />
i [A/m 2 ]<br />
100<br />
50<br />
X(mm)<br />
soc-soc avg (%)<br />
100<br />
50<br />
X(mm)<br />
285<br />
280<br />
275<br />
270<br />
100<br />
0.4<br />
0.2<br />
-0.2<br />
-0.4<br />
100<br />
50<br />
Y(mm)<br />
0<br />
50<br />
Y(mm)<br />
0<br />
0<br />
0<br />
0<br />
i [A/m 2 ]<br />
100<br />
50<br />
X(mm)<br />
soc-soc avg (%)<br />
100<br />
50<br />
X(mm)<br />
285<br />
280<br />
275<br />
270<br />
100<br />
0.4<br />
0.2<br />
-0.2<br />
-0.4<br />
100<br />
50<br />
Y(mm)<br />
0<br />
50<br />
Y(mm)<br />
0<br />
0<br />
avarage soc<br />
0<br />
maximum soc<br />
minimum soc<br />
0<br />
100<br />
50<br />
X(mm)<br />
100<br />
50<br />
X(mm)
Virtual Design <strong>Evaluation</strong><br />
Virtual<br />
Vehicle Design<br />
Virtual<br />
Battery Design<br />
Feedback<br />
Embedded<br />
Battery Model<br />
Vehicle Simulator<br />
Multi-Scale<br />
Multi-Dimensional<br />
Li-ion Battery Model<br />
Battery Responses<br />
90<br />
80<br />
70<br />
60<br />
50<br />
40<br />
30<br />
20<br />
10<br />
0<br />
-10<br />
Vehicle Speed<br />
0 100 200 300 400 500 600<br />
800<br />
600<br />
400<br />
200<br />
-200<br />
-400<br />
Time (s)<br />
Vehicle Driving Profile<br />
0<br />
-600<br />
0 10 20 30 40 50 60<br />
Battery Power Profile<br />
National Renewable Energy Laboratory 18<br />
Innovation <strong>for</strong> Our Energy Future
Alternative <strong>Cell</strong> Designs<br />
Nominal Design<br />
• 140 x 100 x 15 mm 3<br />
• Tabs on a same side<br />
• 20 Ah<br />
Small Capacity<br />
Thin and Wide<br />
Counter Tab<br />
SC<br />
TW<br />
CT<br />
• 3 x (140 x 100 x 5) mm 3<br />
• Same tab design<br />
• 3 x 6.67 Ah<br />
• Same electrode area/stack layer<br />
• 1/3 thickness<br />
• ~ 3x surface area<br />
• 200 x 140 x 7.5 mm 3<br />
• Same tabs<br />
• 20 Ah<br />
• 2x electrode area/stack layer<br />
• 1/2 thickness<br />
• ~ 2x surface area<br />
• 250 x 120 x 7 mm 3<br />
• Wide-counter tab design<br />
• 20 Ah<br />
• ~2x electrode area/stack layer<br />
• ~1/2 thickness<br />
• ~2x surface area<br />
National Renewable Energy Laboratory 19<br />
Innovation <strong>for</strong> Our Energy Future
T(t) [ ° C]<br />
60<br />
55<br />
50<br />
45<br />
40<br />
35<br />
Thermal Behavior Comparison<br />
Battery Power Profile<br />
mid-size sedan PHEV10 US06 drive<br />
800<br />
600<br />
400<br />
200<br />
0<br />
-200<br />
-400<br />
-600<br />
0 10 20 30 40 50 60<br />
3 x<br />
30<br />
0 5 10 15<br />
t [min]<br />
T(t) [ ° C]<br />
60<br />
55<br />
50<br />
45<br />
40<br />
35<br />
30<br />
0 5 10 15<br />
t [min]<br />
• 15-minute drive (CD + CS)<br />
• soc ini = 90%<br />
• Surface and tab cooling<br />
• h inf = 20 W/m 2 K<br />
• T amb = 30 o C<br />
• T ini = 30 o C<br />
SC TW CT<br />
30<br />
0 5 10 15<br />
t [min]<br />
National Renewable Energy Laboratory 20<br />
Innovation <strong>for</strong> Our Energy Future<br />
T(t) [ ° C]<br />
60<br />
55<br />
50<br />
45<br />
40<br />
35
Temperature Imbalance during CD Drive<br />
T avg (t) [ ° C]<br />
∆T(t) [ ° C]<br />
55<br />
50<br />
45<br />
40<br />
35<br />
30<br />
25<br />
0 5 10 15<br />
t [min]<br />
14<br />
12<br />
10<br />
8<br />
6<br />
4<br />
2<br />
0<br />
0 5 10 15<br />
t [min]<br />
Nominal<br />
TW<br />
CT<br />
SC<br />
54<br />
52<br />
50<br />
48<br />
46<br />
44<br />
42<br />
100<br />
80<br />
60<br />
40<br />
20<br />
140<br />
120<br />
100<br />
0<br />
0 20 40 60 80 100 120 140<br />
80<br />
60<br />
40<br />
20<br />
@ t = 6 min<br />
0<br />
0 20 40 60 80 100 120 140 160 180 200<br />
0<br />
0 20 40 60 80 100 120 140<br />
National Renewable Energy Laboratory 21<br />
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SC<br />
TW<br />
100<br />
80<br />
60<br />
40<br />
20<br />
250<br />
200<br />
150<br />
100<br />
50<br />
Nominal<br />
CT<br />
0<br />
0 20 40 60 80 100 120
Temperature Imbalance during CS drive<br />
T avg (t) [ ° C]<br />
∆T(t) [ ° C]<br />
55<br />
50<br />
45<br />
40<br />
35<br />
30<br />
25<br />
0 5 10 15<br />
t [min]<br />
14<br />
12<br />
10<br />
8<br />
6<br />
4<br />
2<br />
0<br />
0 5 10 15<br />
t [min]<br />
Nominal<br />
TW<br />
CT<br />
SC<br />
48<br />
46<br />
44<br />
42<br />
40<br />
38<br />
36<br />
100<br />
80<br />
60<br />
40<br />
20<br />
0<br />
0 20 40 60 80 100 120 140<br />
140<br />
120<br />
100<br />
80<br />
60<br />
40<br />
20<br />
@ t=15 min<br />
0<br />
0 20 40 60 80 100 120 140 160 180 200<br />
100<br />
80<br />
60<br />
40<br />
20<br />
0<br />
0 20 40 60 80 100 120 140<br />
250<br />
200<br />
150<br />
100<br />
50<br />
Nominal<br />
0<br />
0 20 40 60 80 100 120<br />
National Renewable Energy Laboratory 22<br />
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SC<br />
TW<br />
CT
Ah Throughput Imbalance TW vs CT<br />
Ah/m 2<br />
28<br />
27.5<br />
27<br />
26.5<br />
26<br />
25.5<br />
V ocv [V]<br />
3.9<br />
3.8<br />
3.7<br />
3.6<br />
3.5<br />
3.4<br />
0 5 10 15<br />
t [min]<br />
Y(mm)<br />
140<br />
120<br />
100<br />
80<br />
60<br />
40<br />
20<br />
TW<br />
CT<br />
0<br />
0 20 40 60 80 100<br />
X(mm)<br />
120 140 160 180 200<br />
Y(mm)<br />
250<br />
200<br />
150<br />
100<br />
50<br />
0<br />
0 20 40 60<br />
X(mm)<br />
80 100 120<br />
National Renewable Energy Laboratory 23<br />
Innovation <strong>for</strong> Our Energy Future<br />
TW<br />
CT
Summary<br />
Nonuni<strong>for</strong>m battery physics, which is more probable in large-<strong>for</strong>mat<br />
cells, can cause unexpected per<strong>for</strong>mance and life degradations in<br />
lithium-ion batteries.<br />
A Multi-Scale Multi-Dimensional model was used <strong>for</strong> evaluating<br />
large <strong>for</strong>mat prismatic automotive cell designs by integrating microscale<br />
electrochemical process and macro-scale transports.<br />
Thin <strong>for</strong>m factor prismatic cell with wide counter tab design would<br />
be preferable to manage cell internal heat and electron current<br />
transport, and consequently to achieve uni<strong>for</strong>m electrochemical<br />
kinetics over a system.<br />
Engineering questions to be addressed in further discussion include …<br />
What is the optimum <strong>for</strong>m-factor and size of a cell?<br />
Where are good locations <strong>for</strong> tabs or current collectors?<br />
How different are externally proved temperature and electric signals from nonmeasurable<br />
cell internal values?<br />
Where is the effective place <strong>for</strong> cooling? What should the heat-rejection rate be?<br />
National Renewable Energy Laboratory 24<br />
Innovation <strong>for</strong> Our Energy Future
Acknowledgments<br />
Vehicle Technology Program at DOE<br />
• Dave Howell<br />
<strong>NREL</strong> Energy Storage Task<br />
• Ahmad Pesaran<br />
National Renewable Energy Laboratory 25<br />
Innovation <strong>for</strong> Our Energy Future