Optimizing Microgrid Operation: Integration of Emerging Technologies and Artificial Intelligence for Energy Efficiency
Electronics,
Год журнала:
2024,
Номер
13(18), С. 3754 - 3754
Опубликована: Сен. 21, 2024
Microgrids
have
emerged
as
a
key
element
in
the
transition
towards
sustainable
and
resilient
energy
systems
by
integrating
renewable
sources
enabling
decentralized
management.
This
systematic
review,
conducted
using
PRISMA
methodology,
analyzed
74
peer-reviewed
articles
from
total
of
4205
studies
published
between
2014
2024.
review
examines
critical
areas
such
reinforcement
learning,
multi-agent
systems,
predictive
modeling,
storage,
optimization
algorithms—essential
for
improving
microgrid
efficiency
reliability.
Emerging
technologies
like
artificial
intelligence
(AI),
Internet
Things,
flexible
power
electronics
are
highlighted
enhancing
management
operational
performance.
However,
challenges
persist
AI
into
complex,
real-time
control
managing
distributed
resources.
also
identifies
research
opportunities
to
enhance
scalability,
resilience,
efficiency,
reaffirming
their
vital
role
solutions.
Язык: Английский
A Systematic Review of the Digital Twin Technology in Buildings, Landscape and Urban Environment from 2018 to 2024
Buildings,
Год журнала:
2024,
Номер
14(11), С. 3475 - 3475
Опубликована: Окт. 31, 2024
Digital
Twin
(DT)
technologies
have
demonstrated
a
positive
impact
across
various
stages
of
the
Architecture,
Engineering,
and
Construction
(AEC)
industry.
Nevertheless,
industry
has
been
slow
to
undergo
digital
transformation.
The
paper
utilizes
Systematic
Literature
Review
(SLR)
approach
study
total
842
papers
on
application
DT
in
buildings,
landscapes,
urban
environments
(BLU)
from
2018
2024.
Based
research
results,
suggestions
made
for
future
practical
directions.
Meanwhile,
it
provides
assistance
BLU’s
designers,
constructors,
managers,
policymakers
establishing
their
understanding
transformation
AEC
existing
relevant
can
be
mainly
divided
into
three
categories:
case
study,
framework
technology
study.
Compared
with
buildings
environment
industries,
number
depth
landscape
are
relatively
low.
Through
in-depth
analysis
BLU
projects,
trends
determined:
(1)
design
planning
stage;
(2)
development
tools
basic
theory
based
model;
(3)
exploration
Язык: Английский