The future of the technology-based manufacturing in the European Union
Results in Engineering,
Год журнала:
2023,
Номер
19, С. 101356 - 101356
Опубликована: Авг. 13, 2023
The
manufacturing
industry
tries
to
innovate
always
cater
customer-oriented
products.
digitization
of
is
revolutionizing
the
future
this
industry.
Industrial
Internet
Things
(IIoT)
bringing
down
labor
cost,
reducing
machine
downtime,
and
overall
increasing
production
speed.
A
new
technological
trend
like
Machine
Learning
(ML)
a
subset
Artificial
Intelligence
(AI)
that
uses
computer
algorithms
based
on
available
data
can
improve
or
decide
further,
automatically,
experience,
without
need
for
prior
programming
commands.
ML
daily
processes
identifying
bottlenecks,
developing
products,
controlling
quality,
providing
security
industry,
using
AI
robotics
in
place
humans.
On
one
hand,
technologies
ML,
AI,
IIoT,
materials,
photonics,
rapid
prototyping
are
driving
sector
adopting
version
Industry
4.0,
other
European
Commission
(EC)
has
defined
roadmap
until
2050
more,
achieving
sustainable
goal
carbon-neutrality
complete
digitalization
with
resilience
across
continent.
However,
it
challenging
match
planned
actual
roadmaps
technology-based
There
uncertainties
about
how
will
be
shaped
by
EU
changing
political,
environmental
social
world
environment.
Recognizing
these
difficulties,
current
article
consults
literature
topic
determine
factors
characterize
countries.
relevant
information
sectors
first
been
collected
from
various
sources
Eurostat
data,
EC
policy
documents,
company's
annual
reports,
research
reviews,
journal
articles,
Days
event,
etc.
Then
were
analyzed
gain
insight
into
context
Commission's
outlined
policies.
Variable
different
presented
member
states
scenario
analysis
was
used
understanding
possible
future.
It
concluded
does
not
lie
adapting
environment
but
creating
companies
themselves
-
revolution
must
met
revolution.
Their
early
experiences
path
dependency
seen
as
stubbornness,
which
may
act
formidable
barriers
building
capabilities.
Therefore,
step-wise
integrate
resources
create
process,
structure,
personnel
motivation,
fits
broader
coming
decades.
Язык: Английский
DeepVELOX: INVELOX Wind Turbine Intelligent Power Forecasting Using Hybrid GWO–GBR Algorithm
Energies,
Год журнала:
2023,
Номер
16(19), С. 6889 - 6889
Опубликована: Сен. 29, 2023
The
transition
to
sustainable
electricity
generation
depends
heavily
on
renewable
energy
sources,
particularly
wind
power.
Making
precise
forecasts,
which
calls
for
clever
predictive
controllers,
is
a
crucial
aspect
of
maximizing
the
efficiency
turbines.
This
study
presents
DeepVELOX,
new
methodology.
With
this
method,
sophisticated
machine
learning
methods
are
smoothly
incorporated
into
power
systems.
Increased
Velocity
(IN-VELOX)
turbine
framework
combines
Gradient
Boosting
Regressor
(GBR)
with
Grey
Wolf
Optimization
(GWO)
algorithm.
Predictive
capabilities
entering
age
thanks
integration.
research
its
structure,
and
results.
In
particular,
considerable
performance
DeepVELOX.
MAPE
0.0002
an
RMSPE
0.0974,
it
gets
outstanding
Key
Performance
Indicator
(KPI)
criteria
Accuracy,
F1-Score,
R2-Score,
Precision,
Recall,
value
1,
further
emphasize
performance.
result
process
MSE
0.0352.
significant
reduction
in
forecast
disparities
made
possible
by
system’s
remarkable
accuracy.
Along
improving
accuracy,
integration
algorithms,
including
GBR,
GWO
algorithm,
operations,
offer
dynamic
capture.
Язык: Английский
Technology Assessment of offshore wind turbines: Floating platforms – Validated by case study
Results in Engineering,
Год журнала:
2022,
Номер
17, С. 100831 - 100831
Опубликована: Дек. 12, 2022
Although
floating
offshore
wind
technology
is
gaining
interest
due
to
its
potential,
the
platform
part
makes
highest
proportion
of
total
cost.
As
a
result,
an
appropriate
selection
necessary
reduce
This
research
identifies
best
system-based
on-site
properties
(wind
resource,
water
depth,
distance
shore,
port,
sea
state,
and
shipping
traffic)
via
Analytical
Hierarchy
Process.
Experts
answered
questionnaire
with
numerical
values
create
pairwise
comparison
for
criteria
alternatives.
Results
show
that
experts
do
not
prefer
Tension
Leg
Platform
complexity
in
installation.
Meanwhile,
most
likely
high-traffic
density
sites
Spar
system.
However,
Semi-submersible
systems
are
proposed
as
alternative
light
traffic
sites.
A
validated
AHP-based
model
simplify
selection.
Язык: Английский
Ducted wind turbines: A review and assessment of different design models
Wind Engineering,
Год журнала:
2024,
Номер
unknown
Опубликована: Окт. 7, 2024
Wind
energy
technology
is
progressing
at
an
accelerated
pace
due
to
the
growing
global
demand
for
renewable
energy,
particularly
horizontal
axis
wind
turbines
(HAWTs).
Ducted
(DWTs)
have
emerged
as
a
promising
enhancement
traditional
turbines,
demonstrating
substantial
improvements
in
efficiency
and
power
output.
This
study
presents
comprehensive
evaluation
of
four
distinct
designs
DWTs,
with
focus
on
critical
factors
including
efficiency,
cost-effectiveness,
durability,
environmental
sustainability.
Among
analyzed,
Diffuser
configuration
emerges
most
advantageous
terms
cost,
delivering
more
economically
than
Nozzle-Diffuser
design.
The
durability
analysis
underscores
design’s
superior
longevity,
indicated
by
index
0.9,
reflecting
its
robust
construction
low
maintenance
demands.
Additionally,
design
shown
be
highly
environmentally
sustainable,
achieving
Environmental
Impact
Score
0.91,
highlighting
minimal
carbon
footprint
high
recyclability.
concludes
that
offers
balanced
effective
solution,
combining
cost
considerations
while
maintaining
competitive
levels.
Язык: Английский
Investigating factors influencing the adoption and sustainable development of wind energy in the UAE
International Journal of Thermofluids,
Год журнала:
2024,
Номер
22, С. 100680 - 100680
Опубликована: Май 1, 2024
Язык: Английский
Research on the wind pressure resistance and fracture capacity of windshield glass for rail vehicles
Results in Engineering,
Год журнала:
2024,
Номер
24, С. 103403 - 103403
Опубликована: Ноя. 13, 2024
Язык: Английский
Numerical and experimental investigation of a wind rotor equipped with wind catcher system
International Journal of Low-Carbon Technologies,
Год журнала:
2023,
Номер
18, С. 1140 - 1153
Опубликована: Янв. 1, 2023
Abstract
Wind
energy
is
a
key
driver
for
the
transformation
towards
sustainable
system.
From
certain
point
of
view,
main
parameter
to
increase
turbines'
height
and
rotor's
size
improve
economic
aspect
performance.
On
other
hand,
‘ducted
wind
turbines’,
which
can
significantly
performance
smaller
turbines,
are
attracting
much
attention.
The
objective
create
system
compatible
with
urban
environments
at
same
time
efficiency
ducted
turbines.
This
article
studies
configuration,
namely
turbine
equipped
catcher
system,
by
studying
it
both
experimentally
numerically.
First,
tests
carried
out
on
without
inserting
rotor.
Then
results
developed
model
compared
via
experimental
tests,
showing
that
possible
accept
from
all
directions
different
heights
using
collector
cones.
also
show
maximum
speed
increases
2.5
times
in
middle
cylindrical
part
where
planned
be
placed.
Finally,
effects
vertical
axis
inside
its
power
coefficient
studied.
improves
turbine.
Язык: Английский