Revista de Gestão Social e Ambiental,
Journal Year:
2024,
Volume and Issue:
18(12), P. e09062 - e09062
Published: Dec. 10, 2024
Objective:
The
objective
of
this
study
is
to
distribute
the
operations
time
between
operators
according
production
mix
for
a
new
product
type
be
added
relevant
module
in
existing
line,
and
integrate
with
high
workload
into
line
without
adding
operator.
Theoretical
Framework:
Assembly
balancing
an
important
performance
enhancement
method
that
frequently
used
improve
manufacturing
systems.
Method:
Response
Surface
Methodology
(RSM)
collection
statistical
mathematical
techniques
useful
developing,
improving,
optimizing
processes.
A
discrete
event
simulation
model
can
defined
as
where
state
variable
changes
only
at
these
points
when
events
occur.
Results
Discussion:
As
result
research,
produce
386
products
under
condition
not
having
two
consecutive
units
X202,
ratio
85%-15%.
Research
Implications:
practicality
use
consistency
results
obtained
make
integration
response
surface
experimental
design
applied
both
academic
industrial
settings.
Originality/Value:
This
contributes
literature
by
developing
balance
assembly
constraints,
established
optimization
parameters
has
been
discussed
literature.
Sensors,
Journal Year:
2025,
Volume and Issue:
25(3), P. 913 - 913
Published: Feb. 3, 2025
Wind
turbine
gearbox
fault
diagnosis
is
critical
to
guarantee
working
efficiency
and
operational
safety.
However,
the
current
diagnostic
methods
face
enormous
restrictions
in
handling
nonlinear
noise
signals
intricate
compound
patterns.
Herein,
a
method
based
on
modified
signal
quality
coefficient
(MSQC)
versatile
residual
shrinkage
network
(VRSN)
proposed
resolve
these
issues.
In
detail,
MSQC
designed
remove
components
irrelevant
wind
operation
status,
it
has
ability
balance
denoised
effect
fidelity.
The
VRSN
constructed
for
diagnosis,
consists
of
two
heterogeneous
networks.
former
count
number
faults,
latter
adopted
identify
single
or
pattern.
Finally,
self-built
test
rig
verify
method’s
effectiveness.
results
demonstrate
that
competitive
terms
accuracy.
