Buildings,
Journal Year:
2024,
Volume and Issue:
14(6), P. 1774 - 1774
Published: June 12, 2024
The
global
demand
for
energy
is
significantly
impacted
by
the
consumption
patterns
within
building
sector.
As
such,
importance
of
simulation
and
prediction
growing
exponentially.
This
research
leverages
Building
Information
Modelling
(BIM)
methodologies,
creating
a
synergy
between
traditional
software
methods
algorithm-driven
approaches
comprehensive
analysis.
study
also
proposes
method
monitoring
select
management
factors,
step
that
could
potentially
pave
way
integration
digital
twins
in
systems.
grounded
case
newly
constructed
educational
New
South
Wales,
Australia.
physical
model
was
created
using
Autodesk
Revit,
conventional
BIM
methodology.
EnergyPlus,
facilitated
OpenStudio,
employed
software-based
analysis
output
then
used
to
develop
preliminary
algorithm
models
regression
strategies
Python.
In
this
analysis,
temperature
relative
humidity
each
unit
were
as
independent
variables,
with
their
being
dependent
variable.
sigmoid
model,
known
its
accuracy
interpretability,
advanced
simulation.
combined
sensor
data
real-time
prediction.
A
basic
twin
(DT)
example
simulate
dynamic
control
air
conditioning
lighting,
showcasing
adaptability
effectiveness
system.
explores
potential
machine
learning,
specifically
reinforcement
optimizing
response
environmental
changes
usage
conditions.
Despite
current
limitations,
identifies
future
directions.
These
include
enhancing
developing
complex
algorithms
boost
efficiency
reduce
costs.
Applied Sciences,
Journal Year:
2025,
Volume and Issue:
15(8), P. 4228 - 4228
Published: April 11, 2025
This
systematic
review
explores
the
use
of
digital
twins
(DT)
for
sustainable
agricultural
water
management.
DTs
simulate
real-time
environments,
enabling
precise
resource
allocation,
predictive
maintenance,
and
scenario
planning.
AI
enhances
DT
performance
through
machine
learning
(ML)
data-driven
insights,
optimizing
usage.
In
this
study,
from
an
initial
pool
48
papers
retrieved
well-known
databases
such
as
Scopus
Web
Science,
etc.,
a
rigorous
eligibility
criterion
was
applied,
narrowing
focus
to
11
pertinent
studies.
highlights
major
disciplines
where
technology
is
being
applied:
hydroponics,
aquaponics,
vertical
farming,
irrigation.
Additionally,
literature
identifies
two
key
sub-applications
within
these
disciplines:
simulation
prediction
quality
soil
water.
also
types
maturity
levels
concepts
applications.
Based
on
their
current
implementation,
in
agriculture
can
be
categorized
into
functional
types:
monitoring
DTs,
which
emphasize
response
environmental
control,
enable
proactive
irrigation
management
forecasting.
techniques
used
framework
were
identified
based
These
findings
underscore
transformative
role
that
play
enhancing
efficiency
sustainability
Despite
technological
advancements,
challenges
remain,
including
data
integration,
scalability,
cost
barriers.
Further
studies
should
conducted
explore
issues
practical
farming
environments.
British Food Journal,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Nov. 10, 2024
Purpose
The
study
aims
to
add
the
existing
literature
on
food
supply
chains
by
specifically
taking
into
redesigning
of
alignment
storage,
packaging
and
distribution
practices
in
modern
complex
chain.
redesign
chain’s
is
a
transformative
endeavor
ultimately
aimed
at
enhancing
efficiency,
sustainability
reliability.
Design/methodology/approach
In
order
identify,
classify
prioritize
main
challenges,
this
conducted
an
extensive
analysis
experts’
opinions
areas
academia,
information
technology
chain
(FSC)
using
combined
compromise
solution
method
(CoCoSo)
proportional
assessment
(COPRAS).
Findings
top
three
classes
key
indicators
revealed
are
dynamic
route
optimization
on-demand
delivery
pods
(RD4),
implementation
active
with
nanotechnology
(RP3)
collaborative
last-mile
(RD2).
findings
reveal
that
(RD4)
(RD2)
maintaining
balance
between
networks
through
which
very
discussable
theme
recent
literature.
Originality/value
research
provides
fresh
insights
how
perishable
shelf
life
parameters
use
within
short
can
be
taken
consideration
when
system
for
chains.
