E3S Web of Conferences,
Journal Year:
2024,
Volume and Issue:
556, P. 01020 - 01020
Published: Jan. 1, 2024
This
research
centers
on
optimizing
the
machining
process
of
Al7072
alloy
reinforced
with
carbon
nanoparticles.
While
surface
roughness
is
primary
focus,
it
one
most
critical
parameters
in
manufacturing
aerospace
components.
According
to
Taguchi
design
experiments
tool,
structured
experimental
framework
has
been
used
learn
precise
consequences
Cutting
speed
(Cs)
,
Feed
rate
(Fr),
and
Depth
Cut
(DoC)
outcomes.
Using
cutting-edge
algorithms,
particularly
Artificial
Neural
Network,
significantly
increases
these
predictive
abilities.
It
hence
forecasts
achieved
various
initial
results,
response
extremely
dependent
The
signal-to-noise
ratio
conducted
statistical
analysis
discover
best
parameter
equation
that
would
allow
for
quality
economy.
Furthermore,
ANN-based
model
created,
demonstrating
a
high
level
accuracy
providing
feed
response.
might
be
optimize
process.
results
recommend
improving
accessibility
increasing
equipment’s
service.
Thus,
presented
this
improve
public’s
communication
respect
economics.
International Journal of Energy Research,
Journal Year:
2025,
Volume and Issue:
2025(1)
Published: Jan. 1, 2025
The
thermal
energy
storage
(TES)
technology
has
gained
so
much
popularity
in
recent
years
as
a
practical
way
to
close
the
supply–demand
gap.
Due
its
higher
density
and
long‐term
storage,
thermochemical
(TCES),
one
of
TES
methods
currently
use,
seems
be
promising
one.
These
potential
advantages
have
triggered
undertake
decent
amount
research
investigations
past
few
years.
present
review
paper
summarizes
outcomes
TCES
systems
for
building
water
space
heating
applications
demonstrates
different
kinds
their
configuration
arrangements.
recently
developed
experimental
well
theoretical
prototypes
are
looked
over
with
respect
arrangement
(closed
open
loop)
role
relevant
operating
conditions.
Various
reactor
shapes
also
summarized
presented.
Critical
issues
like
materials’
achievable
heat
density/capacity,
stability/cyclability,
charging
temperature,
systems’
mass
transfer
properties
discussed.
This
work
presents
current
challenges
possible
suggestions
address
them.
suggests
that
additional
is
necessary
determine
influencing
parameters
design
establishment
building’s
applications.
Polymer Engineering and Science,
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 21, 2025
Abstract
Nanocomposite
coatings
based
on
polyvinylidene
fluoride
(PVDF)
and
carbon
nanoparticles
(nano‐carbon)
were
prepared
via
spraying.
The
influence
of
nano‐carbon
loading
has
been
examined;
however,
the
preparation
method
notably
affects
properties
coatings.
A
diverse
array
hydrophobic
antibacterial
was
successfully
achieved
by
employing
PVDF/nano‐carbon
system
through
either
a
one‐step
or
two‐step
approach.
In
approach,
PVDF
mixed
applied
together.
contrast,
first
entails
applying
sublayer,
followed
deposition
layer.
process
results
in
single‐layer
coating,
while
yields
dual‐layer
coating
system.
approach
significantly
improved
hydrophobicity
due
to
notable
aggregation
within
surface
true
superhydrophobic
property
(WCA
=
157°
SA
~
2°)
using
20%
at
drying
temperature
200°C.
bacterial
adhesion
study
indicated
varying
efficacy
among
coatings,
with
achieving
highest
rate
99.3%.
Implementing
this
strategy
healthcare
food‐contact
applications
can
substantially
reduce
contamination
risks.
Highlights
degrees
fabricated.
High‐temperature
used
fabricate
more
stable
led
higher
than
method.
Superhydrophobicity
key
high
rates
(99.3%).
localization
governed
coatings'
performance.
Polymers for Advanced Technologies,
Journal Year:
2024,
Volume and Issue:
35(12)
Published: Nov. 29, 2024
ABSTRACT
MXene‐based
hydrogels
represent
a
significant
advancement
in
biomedical
material
science,
leveraging
the
unique
properties
of
2D
MXenes
and
versatile
functionality
hydrogels.
This
review
discusses
recent
developments
integration
into
hydrogel
matrices,
focusing
on
their
applications
such
as
wound
healing,
drug
delivery,
antimicrobial
activity,
tissue
engineering,
biosensing.
MXenes,
due
to
remarkable
electrical
conductivity,
mechanical
robustness,
tunable
surface
chemistry,
enhance
properties,
responsiveness
environmental
stimuli.
Specifically,
have
shown
great
promise
accelerating
healing
through
photothermal
effects,
delivering
drugs
controlled
manner,
serving
antibacterial
agents.
Their
also
enables
targeted
cancer
therapies,
including
chemodynamic
facilitated
by
high
conductivity
properties.
Despite
promising
progress,
challenges
ensuring
biocompatibility
optimizing
synthesis
for
large‐scale
production
remain.
aims
provide
comprehensive
overview
current
state
applications,
highlighting
ongoing
advancements
potential
future
directions
these
multifunctional
materials.
Advances in systems analysis, software engineering, and high performance computing book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 168 - 188
Published: June 28, 2024
The
present
research
studies
the
optimization
of
multipass
milling
parameters
for
AISI
304
stainless
steel,
adopting
a
systematic
experimental
technique
based
on
Taguchi
L9
array
design.
methodically
adjusts
cutting
speed,
feed
rate,
and
depth
cut,
documenting
their
impacts
surface
roughness.
Experimental
data,
obtained
with
Mitutoyo
portable
tester,
are
foundation
training
machine
learning
models.
linear
regression
(LR)
model,
trained
using
1200
measurements,
produces
prediction
equation
remarkable
accuracy
92.335%,
offering
insights
into
correlations
between
machining
Concurrently,
an
artificial
neural
network
(ANN)
exhibiting
100%
accuracy,
captures
non-linear
patterns
inherent
in
process.
actual
vs.
anticipated
values
table
LR
model
further
demonstrate
its
predictive
powers.
