Numerical modelling of offshore wind-farm cluster wakes
Renewable and Sustainable Energy Reviews,
Год журнала:
2025,
Номер
215, С. 115526 - 115526
Опубликована: Март 5, 2025
Язык: Английский
An interdisciplinary literature review of floating solar power plants
Renewable and Sustainable Energy Reviews,
Год журнала:
2024,
Номер
209, С. 115094 - 115094
Опубликована: Ноя. 15, 2024
Язык: Английский
Site and species dependent effects of offshore wind farms on fish populations
Marine Environmental Research,
Год журнала:
2025,
Номер
205, С. 106977 - 106977
Опубликована: Янв. 27, 2025
Язык: Английский
Metal Contaminants at Active Floating Photovoltaic Sites and Future Research Roadmap
Опубликована: Янв. 1, 2025
Язык: Английский
Semantic-to-Instance Segmentation of Time-Invariant Offshore Wind Farms Using Sentinel-1 Time Series and Time-Shift Augmentation
Energies,
Год журнала:
2025,
Номер
18(5), С. 1127 - 1127
Опубликована: Фев. 25, 2025
The
rapid
expansion
of
offshore
wind
energy
requires
effective
monitoring
to
balance
renewable
development
with
environmental
and
marine
spatial
planning.
This
study
proposes
a
novel
farm
detection
methodology
integrating
Sentinel-1
SAR
time
series,
time-shift
augmentation
strategy,
semantic-to-instance
segmentation
transformation.
consists
(1)
constructing
dataset
farms
labeled
from
(2)
applying
strategy
by
randomizing
image
sequences
during
training
(avoiding
overfitting
due
chronological
ordering),
(3)
evaluating
six
deep
learning
architectures
(U-Net,
U-Net++,
LinkNet,
DeepLabv3+,
FPN,
SegFormer)
across
time-series
lengths
1,
5,
10,
15
images,
(4)
converting
the
semantic
results
into
instance-level
detections
using
Geographic
Information
System
tools.
show
that
increasing
length
1
images
significantly
improves
performance,
Intersection
over
Union
63.29%
81.65%
F-score
77.52%
89.90%,
best
model
(LinkNet).
Also,
models
trained
achieved
25%
higher
IoU
an
18%
than
those
without
it.
transformation
99.7%
overall
quality
in
per-object
evaluation,
highlighting
effectiveness
our
approach.
Язык: Английский
Metal contaminant risk at active floating photovoltaic sites and future research roadmap
Journal of Environmental Management,
Год журнала:
2025,
Номер
383, С. 125216 - 125216
Опубликована: Апрель 23, 2025
Язык: Английский
Offshore wind farm operation contributed to a slight improvement in seawater quality along the Jiangsu Coast, China
Scientific Reports,
Год журнала:
2024,
Номер
14(1)
Опубликована: Сен. 6, 2024
Язык: Английский
Benefits and Challenges of California Offshore Wind Electricity: An Updated Assessment
Energies,
Год журнала:
2024,
Номер
18(1), С. 118 - 118
Опубликована: Дек. 31, 2024
Offshore
wind
(OSW)
technology
has
recently
been
included
in
California’s
plans
to
achieve
100%
carbon-free
electricity
by
2045.
As
an
emerging
technology,
many
features
of
OSW
are
changing
more
rapidly
than
established
renewable
options
and
shaped
local
circumstances
unique
ways
that
limit
transferrable
experiences
globally.
This
paper
fills
a
gap
the
literature
providing
updated
technological
assessment
California
determine
its
viability
competitiveness
state’s
generation
mix
near-term
energy
environmental
goals.
Through
critical
synthesis
extrapolation
technical,
social,
economic
analyses,
we
identify
several
major
improvements
potential.
First,
note
while
estimates
OSW’s
costs
per
MWh
installed
capacity
have
generally
documented
projected
long-term
decline,
recent
microeconomic,
macroeconomic
factors
caused
significant
backsliding
this
momentum.
Second,
project
potential
dollar
value
benefits
greenhouse
gas
reduction
capabilities
increased
one
two
orders
magnitude,
primarily
due
upward
revisions
social
cost
carbon.
Several
co-benefits,
including
enhanced
reliability,
growth,
justice,
look
be
increasingly
promising
combination
advances
policy
initiatives.
Despite
these
advancements,
continues
face
engineering
broader
challenges.
We
assess
current
status
challenges,
as
well
future
strategies
address
them.
conclude
is
now
overall
even
attractive
electricity-generating
option
at
beginning
decade.
Язык: Английский