E3S Web of Conferences,
Journal Year:
2024,
Volume and Issue:
581, P. 01021 - 01021
Published: Jan. 1, 2024
This
research
examines
the
application
of
Particle
Swarm
Optimization
(PSO)
to
optimize
energy
storage
optimizations
with
objectives
improving
generation,
cost-efficiency,
system
dependability,
and
environmental
sustainability.
The
optimisation
solar
panel
capacities
was
conducted
using
empirical
data
from
various
microgrid
locations:
Site
1,
which
had
a
capacity
90
kW
40
wind,
2,
50
wind
80
solar,
3,
60
110
4,
45
85
solar.
findings
suggest
that
generation
increased
significantly
by
15%
25%
across
all
sites
following
optimization.
Furthermore,
significant
decreases
in
levelized
cost
(LCOE)
between
10%
14%
were
noted,
providing
confirmation
economic
feasibility.
Increased
grid
stability
17%
24%
during
periods
when
microgrids
operating
under
stable
conditions
demonstrates
PSO-optimized
configurations
are
dependable.
positive
effects
solutions
derived
PSO
apparent,
as
evidenced
conservation
carbon
emissions
ecological
footprints,
decreased
7%
15%.
sensitivity
analysis
validated
optimized
configurations'
robustness,
establishing
their
ability
withstand
changes
parameters.
In
summary,
utilization
showcases
its
enhance
efficiency,
cost-effectiveness,
impact
these
systems.
advances
possibility
constructing
exclusively
utilize
sustainable
renewable
sources.
Energies,
Journal Year:
2024,
Volume and Issue:
17(22), P. 5762 - 5762
Published: Nov. 18, 2024
This
paper
addresses
the
critical
challenge
of
scheduling
optimization
in
regional
integrated
energy
systems,
characterized
by
coupling
multiple
physical
streams
(electricity,
heat,
and
cooling)
participation
various
stakeholders.
To
tackle
this,
a
novel
multi-load
multi-type
demand
response
model
is
proposed,
which
fully
accounts
for
heterogeneous
characteristics
demands
different
campus
environments.
A
leader–follower
two-layer
game
equilibrium
introduced,
where
system
operator
acts
as
leader,
load
aggregators,
storage
plants,
wind
farm
operators
serve
followers.
The
layer
employs
an
enhanced
particle
swarm
(PSO)
algorithm
to
iteratively
adjust
sales
prices
compensation
unit
prices,
influencing
user
plan
through
model.
In
lower
layer,
charging
discharging
schedules
supply,
outputs
conversion
devices
are
optimized
guide
operation.
novelty
this
approach
lies
integration
game-theoretic
framework
with
advanced
techniques
balance
interests
all
participants
enhance
coordination.
case
study
conducted
evaluate
effectiveness
proposed
strategy,
demonstrating
significant
economic
benefits.
results
show
that
encourages
stakeholders
invest
infrastructure
actively
participate
coordinated
dispatch,
leading
improved
overall
efficiency
comprehensive
revenue
enhancement
multi-agent
system.
Electronics,
Journal Year:
2025,
Volume and Issue:
14(11), P. 2186 - 2186
Published: May 28, 2025
Island
communities
that
depend
on
mainland
grid
connections
face
substantial
risks
when
natural
disasters
sever
undersea
or
overhead
cables,
often
resulting
in
long-lasting
outages.
This
paper
presents
a
comprehensive
and
novel
two-part
methodological
framework
for
enhancing
the
resilience
of
these
through
networked
microgrids
interconnect
local
renewable
energy
resources
battery
storage.
The
integrates
techno-economic
capacity
optimization
using
HOMER
Pro
with
agent-based
simulation
AnyLogic
to
determine
cost-effective
solar
storage
capacities
model
dynamic
real-time
dispatch
under
varying
conditions.
Six
island
across
three
Indonesian
provinces
serve
as
illustrative
case
studies,
tested
best-case
worst-case
disruption
scenarios
reflect
seasonal
extremes
availability.
Simulation
results
reveal
isolated
expansions
PV
can
ensure
critical
residential
loads,
though
certain
islands
limited
continue
experience
shortfalls.
By
contrast,
enable
surplus
power
transfers
between
islands,
significantly
reducing
unmet
demand
alleviating
need
large-scale,
individual
These
findings
demonstrate
significant
potential
clustered
microgrid
designs
improve
reliability,
lower
operational
costs,
facilitate
secure
supply
even
during
prolonged
cable
proposed
offers
scalable
roadmap
deploying
resilient
clusters
remote
regions,
direct
policy
implications
system
planners
stakeholders
seeking
leverage
high-risk
environments.
