Optimization and intelligent power management control for an autonomous hybrid wind turbine photovoltaic diesel generator with batteries
Scientific Reports,
Год журнала:
2023,
Номер
13(1)
Опубликована: Дек. 9, 2023
In
this
paper,
a
critical
issue
related
to
power
management
control
in
autonomous
hybrid
systems
is
presented.
Specifically,
challenges
optimizing
the
performance
of
energy
sources
and
backup
are
proposed,
especially
under
conditions
heavy
loads
or
low
renewable
output.
The
problem
lies
need
for
an
efficient
mechanism
that
can
enhance
availability
while
protecting
extending
lifespan
various
system.
Furthermore,
it
necessary
adapt
system's
operations
variations
climatic
sustained
effectiveness.
To
address
identified
problem.
It
proposed
use
intelligent
(IPMC)
system
employing
fuzzy
logic
(FLC).
IPMC
designed
optimize
systems.
aims
predict
adjust
operating
processes
based
on
conditions,
providing
dynamic
adaptive
strategy.
integration
FLC
specifically
emphasized
its
effectiveness
balancing
multiple
ensuring
steady
secure
operation
with
offers
several
advantages
over
existing
strategies.
Firstly,
showcases
enhanced
availability,
particularly
challenging
such
as
Secondly,
protects
extends
sources,
contributing
long-term
sustainability.
adaptation
adds
layer
resilience
system,
making
well-suited
diverse
geographical
conditions.
realistic
data
simulations
MATLAB/Simulink,
along
real-time
findings
from
RT-LAB
simulator,
indicates
reliability
practical
applicability
Efficient
load
supply
preserved
batteries
further
underscore
benefits
logic-based
strategy
achieving
well-balanced
operation.
Язык: Английский
Turning waste into energy through a solar-powered multi-generation system with novel Machine learning-based life cycle optimization
Chemical Engineering Science,
Год журнала:
2025,
Номер
unknown, С. 121348 - 121348
Опубликована: Фев. 1, 2025
Язык: Английский
Balancing the output and quality of variable renewable energy generation in wide area based on multi-objective optimization
Energy Conversion and Management,
Год журнала:
2025,
Номер
328, С. 119632 - 119632
Опубликована: Фев. 14, 2025
Язык: Английский
Real-time operational optimization for flexible multi-energy complementary integrated energy systems
Journal of Cleaner Production,
Год журнала:
2023,
Номер
428, С. 139415 - 139415
Опубликована: Окт. 19, 2023
Язык: Английский
Indicators for suitability and feasibility assessment of flexible energy resources
Applied Energy,
Год журнала:
2024,
Номер
372, С. 123834 - 123834
Опубликована: Июль 8, 2024
Recommender
systems
play
a
critical
role
in
optimizing
building
energy
consumption
by
providing
personalized
advice
based
on
data
analytics
and
user
preferences.
However,
the
literature
highlights
need
for
that
can
justify
their
recommendations,
as
many
of
these
use
non-transparent
machine-learning
techniques.
This
research
introduces
two
distinct
types
indicators
with
three
main
goals:
to
identify
patterns
flexible
behavior
using
transparent
straightforward
methods
suitable
remote
decision
support
systems,
thereby
eliminating
extensive
databases;
evaluate
feasibility
installing
solar
panels
facades,
rooftops,
structures
high-resolution
3D
models;
enhance
understanding
through
quantitative
assessment
suitability
integrating
renewable
sources,
particularly
photovoltaic
systems.
Flexible
prosumers
are
scored
assessing
level,
consistency,
variability
Consumption
Indicators.
Topology
Indicators
perform
surfaces
panels,
taking
into
account
rooftop
pitch
angles,
orientations,
surrounding
internal
structures,
identifying
those
areas
exposed
sufficient
levels
irradiation.
study,
which
uses
actual
profiles
similar
households'
buildings
models,
demonstrates
how
proposed
aid
users
reside
compatible
aiding
decision-making
process
within
transition.
Язык: Английский
Flexibility-enhancing planning for PV penetrated distribution systems
Renewable Energy,
Год журнала:
2025,
Номер
unknown, С. 123582 - 123582
Опубликована: Май 1, 2025
Язык: Английский
Assessing the performance of smart buildings and smart retrofit interventions through key performance indicators: Defining minimum performance thresholds
Energy and Buildings,
Год журнала:
2024,
Номер
325, С. 114988 - 114988
Опубликована: Ноя. 7, 2024
Язык: Английский
A Collaborative Prediction Method for Capacity and Cost of Photovoltaic Power Plant
2022 4th Asia Energy and Electrical Engineering Symposium (AEEES),
Год журнала:
2024,
Номер
34, С. 1322 - 1328
Опубликована: Март 28, 2024
As
a
flexible
resource
on
the
demand
side,
distributed
photovoltaic
power
plants
can
effectively
balance
supply
and
of
energy,
meeting
peak-shifting
requirements
grid.
The
supporting
capacity
is
linked
to
adjustment
cost
equally
important
In
this
paper,
collaborative
prediction
method
for
plant
proposed.
Specifically,
change
predicted
first,
then
combined
with
different
evaluation
parameters
capacity,
so
as
obtain
result
capacity.
Then,
according
mapping
relationship
between
cost,
model
two
obtained.
Finally,
case
study
in
province
China
Province
participating
task
peak
regulation
shows
that
proposed
paper
better
predict
corresponding
time
periods.
Язык: Английский
Architecture Capability Indicator System of Command and Control System
Beilei Zhao,
Jing Yao,
Xi Liu
и другие.
Опубликована: Июнь 21, 2024
Язык: Английский
Quantifying the Operational Flexibility of Distributed Cross-Sectoral Energy Systems for the Integration of Volatile Renewable Electricity Generation
Energies,
Год журнала:
2023,
Номер
17(1), С. 90 - 90
Опубликована: Дек. 22, 2023
As
a
part
of
the
transition
in
higher-level
energy
systems,
distributed
cross-sectoral
systems
(DCESs)
play
crucial
role
providing
flexibility
covering
residual
load
(RL).
However,
there
is
currently
no
method
available
to
quantify
potential
DCESs
RL.
This
study
aimed
address
this
gap
by
comparing
RL
demand
system
with
electricity
flow
between
DCES
and
grid.
can
allow
for
quantification
operation.
Our
approach
was
categorize
existing
methods
then
propose
new
assess
For
this,
we
introduced
indicator
called
Flexibility
Deployment
Index
(FDI),
which
integrates
two
factors:
purchase
feed-in
DCES.
By
normalizing
both
factors,
could
compare
cover
respect
different
concepts
scenarios.
To
validate
developed
method,
applied
it
case
hospital’s
Germany.
Using
an
MILP
optimization
model,
analyzed
variation
FDI
technology
scenarios,
including
fixed
tariffs,
dynamic
CO2-emission-optimized
The
results
our
calculations
application
indicate
that
high-capacity
combined
heat
power
units
thermal
storage
provide
higher
flexibility.
Additionally,
highlight
provision
during
winter
period
compared
summer
period.
further
research
are
needed
confirm
robustness
validity
assessment.
Nonetheless,
demonstrates
method.
Язык: Английский