Langmuir,
Год журнала:
2024,
Номер
40(36), С. 19195 - 19208
Опубликована: Авг. 28, 2024
The
process
of
spraying
water
and
flavorings
on
dry
tobacco
is
an
important
factor
in
the
industrial
environment
product
quality.
Tobacco
as
a
complex
porous
fiber
material,
interfacial
transfer
complex.
In
this
study,
machine
learning
image
recognition
techniques
were
utilized
to
quickly
obtain
structural
parameters
surface
construct
cellular
structure
model
surface.
situ
observation
droplet
impact
spreading
was
carried
out
using
high-speed
camera
explore
dissipation
dynamics
different
surfaces.
And
competing
processes
wetting
evaporation
under
influence
microstructure
determined
by
combining
experimental
studies
finite
element
simulation
calculations.
Based
characteristics
pore
size
distribution,
infiltration
gas-liquid
two-phase
action
transformed
into
single-phase
flow
capillary
force,
continuous
simulated.
A
parallel
artificial
membrane
permeability
measurement
method
bionic
waxy
layer
constructed
for
screening
spray
dosing
copenetrant.
This
study
brings
new
insights
fibrous
materials
exploring
additive
development
influenced
microstructure.
Processes,
Год журнала:
2025,
Номер
13(3), С. 648 - 648
Опубликована: Фев. 25, 2025
Aging
diesel
fuel
in
emergency
storage
tanks
at
nuclear
power
plants
requires
regular
filtration
to
remove
impurities.
Due
the
stringent
safety
requirements
of
plants,
high
standards
are
set
for
operational
timeliness
and
reliability.
This
study
proposes
an
efficient
optimization
framework
that
integrates
MATLAB-based
genetic
algorithm
optimization,
state-space
networks
(SSNs),
computational
fluid
dynamics
(CFD).
A
FLUENT
simulation
model
is
used
simulate
internal
flow
field
tank,
while
SSN
comprehensively
analyzes
distribution
path
strategies.
Global
parameter
achieved
using
a
(GA).
The
improves
efficiency
by
7.9%,
reducing
time
from
464,000
s
417,600
s.
Water
impurity
levels
decreased
22.2%
(from
0.00045
0.00035),
mechanical
impurities
33.3%
0.000015
0.000010).
findings
not
only
enhance
reliability
generator
systems
support
operations
but
also
provide
solid
foundation
further
innovations
technologies.
Langmuir,
Год журнала:
2024,
Номер
40(36), С. 19195 - 19208
Опубликована: Авг. 28, 2024
The
process
of
spraying
water
and
flavorings
on
dry
tobacco
is
an
important
factor
in
the
industrial
environment
product
quality.
Tobacco
as
a
complex
porous
fiber
material,
interfacial
transfer
complex.
In
this
study,
machine
learning
image
recognition
techniques
were
utilized
to
quickly
obtain
structural
parameters
surface
construct
cellular
structure
model
surface.
situ
observation
droplet
impact
spreading
was
carried
out
using
high-speed
camera
explore
dissipation
dynamics
different
surfaces.
And
competing
processes
wetting
evaporation
under
influence
microstructure
determined
by
combining
experimental
studies
finite
element
simulation
calculations.
Based
characteristics
pore
size
distribution,
infiltration
gas-liquid
two-phase
action
transformed
into
single-phase
flow
capillary
force,
continuous
simulated.
A
parallel
artificial
membrane
permeability
measurement
method
bionic
waxy
layer
constructed
for
screening
spray
dosing
copenetrant.
This
study
brings
new
insights
fibrous
materials
exploring
additive
development
influenced
microstructure.
