Abstract
This
study
aims
to
determine
the
optimal
location
for
a
biodiesel
power
plant
in
municipality
of
Jazan
based
on
selection
criteria
by
estimating
energy
consumption
and
using
spatial
analysis
within
framework
GIS
Structured
Query
Language
(SQL).
Additionally,
will
calculate
how
much
electricity
each
town
needs.
After
Vision
2030,
user
can
combine
information
from
remote
sensing
(RS)
mapping
with
demand
estimation
an
appropriate
evaluate
plant's
efficiency.
A
range
sources,
including
city
base
map,
satellite
images,
aerial
photographs,
landuse
demographic
data,
were
used
collect
descriptive
geographic
data
as
part
paper's
methodology.
was
first
entered
into
digital
model
ArcGIS
10.4
program,
it
subsequently
categorized
according
model's
accuracy.
underwent
number
procedures,
scanning
printed
maps,
georeferencing,
on-screen
digitizing,
complete
logical
design
model.
spatially
assessed
compliance
requirements
selecting
plant.
The
arranged
(SQL)
analysis,
which
determined
best
station
greatest
ability
population
increase.
Mathematical
equations
estimate
size,
growth
rate,
electrical
demands
(Brauer
Castillo-Chavez
models
biology
epidemiology:
Texts
Applied
Mathematics,
Springer-Verlag,
New
York
USA.,
2012).
With
total
production
capacity
250,167,600
Kilowatt-hour
(KWh),
investigation
efforts
concluded
that
site
would
be
Dammed
municipality.
is
interesting
since
use
ideal
produce
Municipalities,
KSA.
Sustainability,
Год журнала:
2025,
Номер
17(6), С. 2555 - 2555
Опубликована: Март 14, 2025
Wind
energy
is
a
promising
alternative
source
to
cover
large
amounts
of
electricity
demand
in
African
countries.
Djibouti’s
proximity
the
Red
Sea
and
its
arid
semi-arid
climate
generate
consistent
robust
winds,
contributing
potential
for
wind
energy.
Notwithstanding
considerable
potential,
Djibouti
has
not
been
adequately
examined
earlier
studies
determine
suitable
sites
farms.
The
objective
this
study
develop
model
by
integrating
CRiteria
Importance
Through
Intercriteria
Correlation
Combined
Compromise
Solution
methods
into
Geographic
Information
System-based
decision-support
system
establish
comprehensive
framework
selection
farm
Djibouti.
Following
an
in-depth
review
literature,
seven
main
criteria
were
identified
assess
suitability
construction:
velocity,
changes
direction,
ground
slope,
distance
urban
areas,
road
network,
transmission
networks,
land
use.
method
objectively
determines
relative
importance
criteria,
identifying
speed
power
networks
as
most
important,
slope
use
less
important
than
other
criteria.
employed
prioritize
farms,
considering
specified
To
enhance
reliability
results
derived
from
method,
validation
was
conducted
utilizing
Multi-Attribute
Ideal–Real
Comparative
Analysis
method.
comparative
analysis
revealed
correlation
between
two
methods,
providing
convincing
evidence
accuracy
proposed
farms
This
expected
assist
professionals
researchers
dealing
with
site
problem
on
unprecedented
scale
exact
coordinates
through
that
concurrently
integrates
recent
multi-criteria
decision-making
System
tools.
PeerJ Computer Science,
Год журнала:
2025,
Номер
11, С. e2812 - e2812
Опубликована: Апрель 7, 2025
This
study
explores
the
complexities
of
enterprise
financial
management
by
optimizing
models
with
a
particular
focus
on
enhancing
risk
prediction
performance.
A
multi-objective
mathematical
model
is
first
developed
to
establish
key
optimization
goals,
including
cost
reduction,
improved
capital
utilization,
and
increased
economic
benefits.
systematically
defines
decision
variables
objectives,
providing
comprehensive
framework
for
management.
To
improve
predictive
accuracy,
integrates
genetic
algorithms
back-propagation
(BP)
neural
networks,
leveraging
optimize
network’s
parameters
structure.
Additionally,
hierarchical
reinforcement
learning
based
fuzzy
reasoning
(HRL-FR)
proposed
enhance
decision-making
capabilities.
employs
policy
optimization,
incorporating
address
uncertainties
in
complex
dynamic
environments.
Experimental
validation
using
Compustat
dataset
confirms
effectiveness
model.
Key
variables,
working
asset
ratio
debt-to-equity
ratio,
are
identified
as
significant
influencers
reinforcing
model’s
robustness.
The
algorithm’s
search
process
identifies
parameter
combinations
that
maximize
network
performance,
further
improving
Comprehensive
evaluations
conducted
Center
Research
Security
Prices
(CRSP)
datasets
2022
confirm
HRL-FR
superior
ability
predict
analyze
information
accurately.
demonstrates
higher
profitability,
enhanced
efficiency,
curves
closely
align
optimal
models.
These
findings
highlight
potential
powerful
tool
offering
valuable
insights
mitigation
strategic
decision-making.
Journal of Applied Animal Welfare Science,
Год журнала:
2025,
Номер
unknown, С. 1 - 15
Опубликована: Апрель 13, 2025
The
management
of
stray
animals
and
the
selection
shelter
sites
are
significant
issues
in
urban
areas.
To
address
this,
consideration
environmental,
social,
economic
factors
is
required.
Since
those
can
be
analyzed
holistically
with
GIS;
this
study
employs
GIS
methodologies
to
ascertain
optimal
locations
for
establishing
animal
shelters
Karşıyaka
district
İzmir.
Criteria
related
such
as
human
health
welfare
determined
based
on
environmental
sustainability.
Each
criterion
converted
into
a
suitability
map
using
ArcGIS
Pro.
Fuzzy
SWARA
GRA
methods
used
criteria
weighting
area
ranking.
As
result,
"Yamanlar"
option
was
most
suitable
area.
Thus,
GIS-based
integrated
fuzzy-based
have
shown
objective,
reliable
less
uncertain
results
selection.
Findings
provide
guidance
local
governments
policy
makers
determining
prioritizing
considered
methodological
approach
proposed
applied
different
regions
similar
problems,
it
contribute
development
efficient
humane
policies
improve
welfare.
Energies,
Год журнала:
2024,
Номер
17(16), С. 3941 - 3941
Опубликована: Авг. 9, 2024
In
the
context
of
sustainable
development
and
global
challenges
such
as
climate
change
energy
security,
this
paper
conducts
a
bibliometric
analysis
scientific
journals
on
multi-criteria
decision-making
(MCDM)
methods
with
an
emphasis
their
applications
in
environmental
engineering.
The
study
used
CiteSpace
software
program
6.2.R6
Advanced
to
analyze
citation
networks
identify
key
publications,
authors,
research
topics.
simulations
carried
out
made
it
possible
main
centers
patterns
international
cooperation,
pointing
countries
institutions
involved
MCDM
research.
results
reveal
areas
greatest
interest
directions
for
future
These
can
support
scientists,
researchers,
policymakers
making
more
informed
decisions,
contributing
achievement
Sustainable
Development
Goals.
Energies,
Год журнала:
2025,
Номер
18(4), С. 771 - 771
Опубликована: Фев. 7, 2025
This
research
provides
a
comparative
analysis
of
different
methods
weighting
criteria
used
in
the
investigation
site
suitability
existing
onshore
wind
farm
projects.
The
ranking
this
was
performed
by
integrating
various
multi-criteria
decision-making
(MCDM)
techniques.
assessments
such
projects
considered
several
criteria,
including
velocity,
distance
from
high-electricity
grids,
slope,
road
networks,
installed
capacity,
protected
areas,
years
operation,
and
settlements.
Both
subjective
objective
were
to
compute
weights
compare
results,
which
is
main
contribution
paper.
especially
significant,
as
siting
literature
mainly
focused
on
methods,
therefore
are
provided
judgments.
In
study,
374
Greece
served
alternatives,
Technique
for
Order
Preference
Similarity
Ideal
Solution
(TOPSIS)
method
employed
rank
their
suitability.
results
show
very
high
positive
correlations
rankings
both
evaluation
alternatives
when
used.
Using
may
provide
robust
solution
expert
judgement
missing,
CRITIC
seems
present
correlation
with
MCDM
regarding
alternatives.
Various
could
be
assess
challenges
related
renewable
energy
projects,
they
can
aid
selection
most
sustainable
sites
while
minimizing
downsides
maximizing
benefits
each
method.
