Optimizing Novel Device Configurations for Perovskite Solar Cells: Enhancing Stability and Efficiency Through Machine Learning on a Large Dataset
Renewable Energy,
Journal Year:
2025,
Volume and Issue:
unknown, P. 122947 - 122947
Published: March 1, 2025
Language: Английский
Scalable Impregnation Method for Preparing a Self-Assembled Monolayer in High-Performance Vapor-Deposited Lead-Halide Perovskite Solar Cells
Shenghan Hu,
No information about this author
Shuang Zeng,
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Xinyu Deng
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et al.
ACS Nano,
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 7, 2025
The
power
conversion
efficiency
(PCE)
of
inverted
lead-halide
perovskite
solar
cells
(PSCs)
via
vapor
deposition
has
undergone
significant
enhancement
through
the
incorporation
a
self-assembled
monolayer
(SAM)
serving
as
hole
transport
layer.
To
achieve
high-performance
PSCs,
SAM
layer
needs
to
maintain
dense
and
high-coverage
configuration
during
fabrication
process.
Our
investigation
revealed
that
solid-vapor
reaction,
conditions
high
temperature
low
pressure
can
potentially
lead
migration
molecules,
particularly
those
adsorbed
on
surface
but
have
not
yet
formed
covalent
bonds.
In
this
study,
overcome
limitation,
we
developed
an
impregnation
process
for
mixed
molecules
with
(4-(7H-dibenzo[c,g]carbazol-7-yl)butyl)phosphonic
acid
(4PADCB)
glycine
hydrochloride
(GH),
which
reduces
agglomeration
enhances
their
strong
anchoring
ability
substrate,
thereby
maintaining
extremely
coverage
rate
even
in
high-temperature
low-pressure
environment
reactions.
Consequently,
champion
efficiencies
22.15%
(0.16
cm2)
19.18%
(5
cm
×
5
module)
are
achieved,
is
highest
record
PSCs
based
deposition.
Moreover,
advantages
reusability,
good
uniformity,
cost,
very
broad
commercial
prospects.
Language: Английский
Achieving High‐Quality Wide Bandgap Perovskite Thin Films via Regulating the Halide Ion Exchange Order in Vapor‐Solid Reaction
Wenjuan Xiong,
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Shenghan Hu,
No information about this author
Yuanbo Song
No information about this author
et al.
Solar RRL,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 9, 2025
Wide‐bandgap
(WBG)
perovskite
films
are
vital
for
advancing
high‐efficiency
silicon/perovskite
tandem
technology.
However,
the
performance
of
WBG
produced
using
vapor
deposition
techniques
often
lags
behind
that
solution‐based
methods
due
to
challenges
in
accurately
controlling
halide
ions
and
crystallization
quality,
particularly
Br/I
ratio
vapor‐deposited
films.
In
this
study,
we
investigated
ion
exchange
(IE)
process
vapor‐solid
reaction
developed
two
producing
CsFAPbI
x
Br
3−
thin
films:
one
involved
reacting
3
FABr
(I‐based
IE
perovskite),
while
other
used
CsFAPbBr
FAI
(Br‐based
perovskite).
Our
findings
demonstrate
Br‐based
exhibits
superior
quality
lower
defect
density
throughout
process.
As
a
result,
approach
has
facilitated
development
solar
cells
with
maximum
power
conversion
efficiency
19.51%.
Additionally,
unencapsulated
devices
were
able
retain
88.9%
their
initial
after
being
stored
1500
hr
under
atmospheric
conditions
(25°C,
18
±
5%
RH).
This
research
provides
novel
strategy
methodology
fabricating
high‐performance
cell
via
vapor‐based
techniques,
which
is
crucial
industrialization
both
cells.
Language: Английский
Vapor–Solid Reaction Techniques for the Growth of Organic–Inorganic Hybrid Perovskite Thin Films
Shenghan Hu,
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Peiran Hou,
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Changyu Duan
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et al.
Small,
Journal Year:
2024,
Volume and Issue:
21(6)
Published: Dec. 29, 2024
Abstract
Perovskite
solar
cells
are
considered
next‐generation
photovoltaic
technology
due
to
their
remarkable
advancements
in
power
conversion
efficiency.
To
transition
this
from
the
lab
industry,
method
for
preparing
perovskite
thin
films
must
support
mass
production.
Currently,
solution‐based
slot‐die
technique
is
primary
depositing
large‐area
films.
However,
methods
not
standard
semiconductor
where
vapor‐based
techniques
favored
high
controllability
and
reproducibility.
The
cost
of
vacuum
facilities
complexity
these
processes
hinder
many
researchers,
resulting
development
lagging
behind
device
efficiency
scale.
This
review
focuses
on
progress
growing
using
vapor–solid
reaction
techniques,
which
believed
offer
most
direct
path
commercialization.
By
examining
crystallization
growth
mechanisms
discussing
specific
optimization
strategies
reactions,
insights
into
future
developments
challenges
fabricating
fully
concluded.
Language: Английский