Journal of Engineering Management and Systems Engineering,
Journal Year:
2024,
Volume and Issue:
3(3), P. 116 - 131
Published: Aug. 14, 2024
To
address
the
challenges
in
traditional
Failure
Mode
and
Effects
Analysis
(FMEA)
related
to
determining
factor
weights,
identifying
risk
priority
of
failure
modes,
managing
uncertainties
assessment
process,
this
paper
proposes
an
enhanced
FMEA
evaluation
method.
This
method
integrates
incomplete
imprecise
expert
assessments
using
a
fuzzy
multi-criteria
compromise
ranking
technique
called
"V1seKriterijumska
Optimizacija
I
Kompromisno
Resenje"
(VIKOR).
By
employing
Fuzzy
Evidence
Reasoning
(FER),
ratings
are
represented
belief
structures
capture
their
diversity
uncertainty.
Objective
weights
adjusted
Shannon
entropy
correct
subjective
VIKOR
is
applied
prioritize
modes
based
on
principles
minimizing
individual
regret
maximizing
group
utility.
The
improved
model
identify
key
equipment
associated
with
oil
gas
leakage
Floating
Production
Storage
Offloading
(FPSO)
system.
Validity
sensitivity
analysis
confirm
robustness
reliability
method,
enhancing
accuracy
credibility
results.
The TQM Journal,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Oct. 26, 2024
Purpose
This
paper
proposes
a
multicriteria
model
for
risk
management
to
identify
and
assess
risks
associated
with
an
integrated
system
(IMS).
The
main
benefit
of
the
proposed
is
its
systemic
logical
visualization,
which
may
facilitate
understanding
this
proposal’s
practical
application.
Design/methodology/approach
research
design
consists
four
stages:
(1)
conduct
literature
review
establish
models
in
IMS;
(2)
collect
data
concerning
IMS
from
large
multinational
automotive
company;
(3)
propose
define
as
well
prioritize
mitigation
actions
(4)
apply
collected
case-based
evaluate
viability
contribute
methods
traditionally
used.
Findings
results
showed
that
contributes
more
reliable
decision-making
IMS.
application
identified
85
total
processes
IMS,
31
were
classified
high
risk;
thus,
priority
be
taken
defined.
classification
prioritization
facilitated
implementation
measures
mitigate
or
eliminate
risks,
pointed
out
by
company
managers.
Research
limitations/implications
One
limitations
fact
specific
knowledge
required
maintain
update
tool
used
study.
Another
one
implies
approach
managing
under
different
ISO
standards
sector-specific
requirements,
since
require
updates
customization
model.
Practical
implications
contemporary
business
environments
can
supported
robust
approach.
In
addition,
it
provides
leadership
holistic
view
multiple
aspects
related
fosters
continuous
improvement.
Social
social
study
are
assessed
indirectly.
improvement
models.
Originality/value
Traditionally,
usually
applied
independently
techniques
such
failure
mode
effect
analysis.
developed
work
enables
manage
continuously
achieve
organizational
issues
greater
transparency
processes.
Quality and Reliability Engineering International,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Sept. 10, 2024
Abstract
Failure
Mode
and
Effect
Analysis
(FMEA)
is
acknowledged
as
a
beneficial
instrument
for
identifying
mitigating
system
failures.
However,
the
traditional
FMEA
method
has
its
limitations.
For
instance,
crisp
numbers
fail
to
adequately
represent
intricate
information
cognitive
nuances
of
experts.
Additionally,
conventional
approach
overlooks
significance
weights
assigned
experts
risk
factors
(RFs).
Furthermore,
simplistic
ranking
failure
modes
in
does
not
accurately
reflect
priorities.
In
light
these
drawbacks,
this
paper
introduces
an
innovative,
fully
data‐driven
method,
leveraging
probabilistic
uncertain
linguistic
term
sets
(PULTSs)
environment
Weighted
Aggregates
Sum
Product
Assessment
(WASPAS)
method.
assessment
process,
PULTSs
serve
tools
that
express
probability
distribution,
allowing
more
reasonable
precise
description
information.
To
address
issue
RFs,
regret
theory
Modified
CRITIC
are
employed.
Subsequently,
WASPAS
applied
determine
rankings
modes.
illustrate
feasibility
rationality
novel
model,
includes
example
involving
production
Lithium‐ion
batteries.
emphasize
excellence
proposed
sensitivity
comparative
analyses
carried
out.
Journal of Engineering Management and Systems Engineering,
Journal Year:
2024,
Volume and Issue:
3(3), P. 116 - 131
Published: Aug. 14, 2024
To
address
the
challenges
in
traditional
Failure
Mode
and
Effects
Analysis
(FMEA)
related
to
determining
factor
weights,
identifying
risk
priority
of
failure
modes,
managing
uncertainties
assessment
process,
this
paper
proposes
an
enhanced
FMEA
evaluation
method.
This
method
integrates
incomplete
imprecise
expert
assessments
using
a
fuzzy
multi-criteria
compromise
ranking
technique
called
"V1seKriterijumska
Optimizacija
I
Kompromisno
Resenje"
(VIKOR).
By
employing
Fuzzy
Evidence
Reasoning
(FER),
ratings
are
represented
belief
structures
capture
their
diversity
uncertainty.
Objective
weights
adjusted
Shannon
entropy
correct
subjective
VIKOR
is
applied
prioritize
modes
based
on
principles
minimizing
individual
regret
maximizing
group
utility.
The
improved
model
identify
key
equipment
associated
with
oil
gas
leakage
Floating
Production
Storage
Offloading
(FPSO)
system.
Validity
sensitivity
analysis
confirm
robustness
reliability
method,
enhancing
accuracy
credibility
results.