Optimization Techniques for Low-Level Control of DC–AC Converters in Renewable-Integrated Microgrids: A Brief Review
Energies,
Год журнала:
2025,
Номер
18(6), С. 1429 - 1429
Опубликована: Март 13, 2025
The
optimization
of
low-level
control
for
DC–AC
power
converters
is
crucial
enhancing
efficiency,
stability,
and
adaptability
in
modern
systems.
With
the
increasing
penetration
renewable
energy
sources
shift
toward
decentralized
grid
architectures,
advanced
strategies
are
needed
to
address
challenges
such
as
reduced
system
inertia
dynamic
operating
conditions.
This
paper
provides
a
concise
review
key
techniques
control,
highlighting
their
advantages,
limitations,
applicability.
Additionally,
emerging
trends,
artificial
intelligence
(AI)-based
real-time
algorithms
hybrid
approaches,
explored
potential
enablers
next
generation
conversion
Notably,
no
single
optimized
technique
universally
outperforms
others,
each
involves
trade-offs
mathematical
complexity,
robustness,
computational
burden,
implementation
feasibility.
Therefore,
selecting
most
appropriate
strategy
requires
thorough
understanding
specific
application
constraints.
Язык: Английский
The Synergy of Sustainability, Intelligent Methods, and Smart Grid Applications
Advances in business information systems and analytics book series,
Год журнала:
2024,
Номер
unknown, С. 119 - 148
Опубликована: Ноя. 29, 2024
This
chapter
explores
the
convergence
of
sustainability,
intelligent
methods,
and
smart
grids
as
a
solution
to
escalating
energy
demands
environmental
concerns
21st
century.
It
investigates
how
grids,
empowered
by
machine
learning,
artificial
intelligence,
other
advanced
techniques,
can
create
more
efficient
environmentally
friendly
ecosystem.
Key
applications
in
load
forecasting,
demand
management,
renewable
integration,
grid
optimization
are
examined.
The
acknowledges
challenges
like
resource
intensity
data
privacy,
advocating
for
robust
regulations
responsible
development
ensure
equitable
access
benefits.
Ultimately,
it
presents
comprehensive
analysis
this
synergy,
aiming
equip
readers
with
knowledge
navigate
complexities
landscape
build
sustainable
future.
Язык: Английский