Coatings,
Journal Year:
2023,
Volume and Issue:
13(10), P. 1738 - 1738
Published: Oct. 7, 2023
Predicting
changes
in
the
surface
roughness
caused
by
friction
allows
quality
of
product
and
suitability
for
final
treatments
varnishing
or
painting
to
be
assessed.
The
results
DC03
steel
sheets
after
testing
are
presented
this
paper.
Strip
drawing
tests
with
a
flat
die
forced
oil
pressure
lubrication
were
carried
out.
experiments
conducted
under
various
contact
pressures
lubricant
pressures,
was
out
using
oils
intended
deep-drawing
operations.
Multilayer
perceptrons
(MLPs)
used
find
relationships
between
process
parameters
other
(Sa,
Ssk
Sku).
following
statistical
measures
force
as
inputs
MLPs:
average
value
force,
standard
deviation,
kurtosis
skewness.
Many
analyses
order
best
network.
It
found
that
viscosity
most
significantly
affected
parameter,
Sa,
sheet
metal
process.
Increasing
reduced
parameter
(Sa).
In
contrast,
skewness
(Ssk)
increased
increasing
pressure.
(Sku)
Micromachines,
Journal Year:
2023,
Volume and Issue:
14(8), P. 1642 - 1642
Published: Aug. 20, 2023
The
Ti6Al4V
alloy
has
many
advantages,
such
as
being
lightweight,
formal,
and
resistant
to
corrosion.
This
makes
it
highly
desirable
for
various
applications,
especially
in
the
aerospace
industry.
Laser
Powder
Bed
Fusion
(LPBF)
is
a
technique
that
allows
production
of
detailed
unique
parts
with
great
flexibility
design.
However,
there
are
challenges
when
comes
achieving
high-quality
surfaces
porosity
formation
material,
which
limits
wider
use
LPBF.
To
tackle
these
challenges,
this
study
uses
statistical
techniques
called
Design
Experiments
(DoE)
Analysis
Variance
(ANOVA)
investigate
optimise
process
parameters
LPBF
making
components
improved
density
surface
finish.
examined
laser
power,
scan
speed,
hatch
space.
optimisation
results
show
using
specific
settings,
like
power
175
W,
speed
1914
mm/s,
space
53
µm,
produces
high
relative
99.54%
low
top
side
roughness
2.6
µm
4.3
respectively.
promising
outcome
demonstrates
practicality
optimising
other
metal
materials
wide
range
thereby
overcoming
existing
limitations
further
expanding
potential
while
minimising
inherent
issues.
Applied Sciences,
Journal Year:
2023,
Volume and Issue:
13(16), P. 9385 - 9385
Published: Aug. 18, 2023
This
article
deals
with
the
problems
that
arise
during
evaluation
of
surface
components,
which
can
have
a
fundamental
impact
on
functionality
and
service
life
component
as
well
entire
product.
A
fast
method
for
estimating
condition
maximum
error
tester
used
assessing
roughness
components
was
proposed.
Using
secondary
standard,
uniform
distribution
law
measured
data
experimentally
identified
suitable
model,
according
to
it
is
then
possible
determine
coverage
factor
determining
measurement
uncertainty.
The
design
methodology
Ra
determination
critical
when
selecting
optimal
settings
conditions
parameters
various
types
treatment
technologies.
mainly
due
effect
selection
speed,
setting
cut-off
filter
quantity
Ra.
Etalon
samples
realized
by
different
technologies
were
experimental
verification
these
phenomena.
Large
sets
measurements
carried
out
selected
from
each
technology,
and,
accordingly,
proposed
number
investigated
component,
represents
an
important
achieving
results
minimal
uncertainties
at
low
financial
costs.
Journal of Advanced Research in Applied Mechanics,
Journal Year:
2024,
Volume and Issue:
124(1), P. 152 - 162
Published: Aug. 30, 2024
Solid-liquid
(S-L)
interfaces
are
found
in
numerous
engineering
applications,
such
as
lubrication
and
coating
systems
well
thermal
interface
materials.
Understanding
the
interactions
between
is
crucial
for
optimizing
various
applications.
The
main
objective
of
this
study
to
provide
insight
regarding
liquid
adsorption
on
solid
surfaces
using
non-equilibrium
molecular
dynamics
simulations.
To
achieve
goal,
a
confined
will
be
modeled
match
real
state
contact
constant
temperature
baseline.
results
highlight
significant
relationship
peak
height
values
layer,
density
profile,
radius
gyration.
Specifically,
at
S-L
crystal
plane
(110)
784.756
kg/m3,
followed
by
(100)
801.786
finally
highest
(111),
966.940
kg/m3.
Whereas
gyration
planes
(111)
approximately
7.45
×
10-21
m2,
but
it
less
measures
7.06
m2.
Conclusion,
layer
near
solid-liquid
significantly
influenced
solid's
density.
Higher
higher
interfaces.
number
layers
does
not
affect
liquids.
Coatings,
Journal Year:
2023,
Volume and Issue:
13(10), P. 1738 - 1738
Published: Oct. 7, 2023
Predicting
changes
in
the
surface
roughness
caused
by
friction
allows
quality
of
product
and
suitability
for
final
treatments
varnishing
or
painting
to
be
assessed.
The
results
DC03
steel
sheets
after
testing
are
presented
this
paper.
Strip
drawing
tests
with
a
flat
die
forced
oil
pressure
lubrication
were
carried
out.
experiments
conducted
under
various
contact
pressures
lubricant
pressures,
was
out
using
oils
intended
deep-drawing
operations.
Multilayer
perceptrons
(MLPs)
used
find
relationships
between
process
parameters
other
(Sa,
Ssk
Sku).
following
statistical
measures
force
as
inputs
MLPs:
average
value
force,
standard
deviation,
kurtosis
skewness.
Many
analyses
order
best
network.
It
found
that
viscosity
most
significantly
affected
parameter,
Sa,
sheet
metal
process.
Increasing
reduced
parameter
(Sa).
In
contrast,
skewness
(Ssk)
increased
increasing
pressure.
(Sku)