Thermal runaway modeling of lithium-ion batteries at different scales: Recent advances and perspectives
Rongqi Peng,
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Depeng Kong,
No information about this author
Ping Ping
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et al.
Energy storage materials,
Journal Year:
2024,
Volume and Issue:
69, P. 103417 - 103417
Published: April 18, 2024
Language: Английский
Effective Upcycling of Degraded NCM Cathode Materials Assisted by Surface Engineering for High‐Performance Lithium‐Ion Batteries
Long Chen,
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Chunxian Xing,
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Zhuoli Yang
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et al.
Advanced Functional Materials,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Oct. 21, 2024
Abstract
Lithium‐ion
batteries
(LIBs)
with
ternary
oxide
cathode
materials
are
the
prevalent
energy
storage
devices
for
electric
vehicles,
and
huge
amounts
of
spent
LIBs
pose
severe
challenges
in
terms
environmental
impact
resource
management.
Particularly,
proper
handling
degraded
is
central
importance
sustainable
closed‐loop
development
industry.
In
this
context,
direct
regeneration
oxides
toward
reusable
high‐performance
environmentally
economically
favorable
contrast
to
present
metallurgical
recycling
methods.
work,
a
simple
effective
two‐step
method
demonstrated
regenerate
NCM
622
(LiNi
0.6
Co
0.2
Mn
O
2
)
by
elemental
compensation
structural
restoration.
Moreover,
multi‐functional
LTO
(Li
4
Ti
5
12
surface
coating
simultaneously
designed
guarantee
rapid
Li
+
diffusion
stable
regenerated
product.
Therefore,
LTO‐coated
show
excellent
electrochemical
performance;
specifically,
initial
discharge
capacity
(183.0
mAh
g
−1
at
0.1
C),
rate
capability
(90.0
10
cycling
stability
(79.3%
retention
after
200
cycles)
even
comparable
those
fresh
materials.
The
as‐established
upcycling
strategy
may
shed
light
on
value‐added
thereby
virtuous
cycle
LIBs.
Language: Английский
Adaptive Transfer Learning Strategy for Predicting Battery Aging in Electric Vehicles
Batteries,
Journal Year:
2025,
Volume and Issue:
11(1), P. 21 - 21
Published: Jan. 9, 2025
This
work
presents
an
adaptive
transfer
learning
approach
for
predicting
the
aging
of
lithium-ion
batteries
(LiBs)
in
electric
vehicles
using
capacity
fade
as
metric
battery
state
health.
The
proposed
includes
a
similarity-based
and
strategy
which
selected
data
from
original
dataset
are
transferred
to
clean
based
on
combined/weighted
similarity
contribution
feature
stress
factor
similarities
times
series
similarities.
Transfer
(TL)
is
then
performed
by
pre-training
model
with
data,
frozen
weights
biases
hidden
layer.
At
same
time,
toward
output
node
recalculated
target
data.
error
reduction
lies
between
−0.4%
−8.3%
20
computational
experiments,
attesting
effectiveness
robustness
our
TL
approach.
Considerations
structure
representation
presented,
well
workflow
enhance
application
LiBs.
Language: Английский
Enhanced Sodium Storage and Thermal Safety of NaNi1/3Fe1/3Mn1/3O2 Cathode via Incorporation of TiN and WO3
Zhipeng Qin,
No information about this author
Yingying Liu,
No information about this author
Yucan He
No information about this author
et al.
ACS Applied Materials & Interfaces,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 27, 2025
This
study
proposes
an
efficient,
cost-effective,
and
industrially
scalable
electrode
modulation
strategy,
which
involves
directly
adding
a
small
amount
of
high
thermal
conductance
TiN
well
interface
compatible
WO3
to
NaNi1/3Fe1/3Mn1/3O2
(NaNFMO-TW)
cathode
slurry,
effectively
reduce
polarization
side
reactions,
the
Ohmic
heat
battery,
ultimately
significantly
improve
sodium-ion
storage
safety
performance
battery.
At
room
temperature
(RT)
1C
rate,
modified
NaNFMO-TW
exhibits
reversible
capacity
∼95
mAh
g-1
after
300
cycles,
with
retention
rate
82.6%,
being
higher
than
50.7%
for
NaNFMO.
Furthermore,
assembled
pouch
battery
retains
58.2%
cycles
at
RT&0.5C,
conspicuously
superior
46.1%
achieved
by
NaNFMO||HC
In
particular,
adiabatic
tests
infrared
imaging
reveal
marked
improvement
in
reduction
surface
∼1.3
∼2.2
°C
during
3C
charging
discharging,
respectively.
Moreover,
results
confirmed
enhancement
mechanism
NaNFMO
addition
WO3.
Such
strategy
provides
practical
method
improving
performance.
Language: Английский
Recent progress in Ni-rich layered oxides and related cathode materials for Li-ion cells
International Journal of Minerals Metallurgy and Materials,
Journal Year:
2024,
Volume and Issue:
31(11), P. 2345 - 2367
Published: Oct. 9, 2024
Abstract
Undoubtedly,
the
enormous
progress
observed
in
recent
years
Ni-rich
layered
cathode
materials
has
been
crucial
terms
of
pushing
boundaries
Li-ion
battery
(LIB)
technology.
The
achieved
improvements
energy
density,
cyclability,
charging
speed,
reduced
costs,
as
well
safety
and
stability,
already
contribute
to
wider
adoption
LIBs,
which
extends
nowadays
beyond
mobile
electronics,
power
tools,
electric
vehicles,
new
range
applications,
including
grid
storage
solutions.
With
numerous
published
papers
broad
reviews
available
on
subject
oxides,
this
review
focuses
more
most
ideas
presented
literature
references.
covered
topics
include
doping
composition
optimization,
advanced
coating,
concentration
gradient
single
crystal
materials,
innovations
concerning
electrolytes
their
modification,
with
application
cathodes
solid-state
batteries
also
discussed.
Related
are
briefly
mentioned,
high-entropy
approach
zero-strain
concept
well.
A
critical
overview
still
unresolved
issues
is
given,
perspectives
further
directions
studies
expected
gains
provided.
Language: Английский