Buildings,
Год журнала:
2024,
Номер
14(9), С. 2616 - 2616
Опубликована: Авг. 23, 2024
The
construction
field
currently
suffers
from
low
productivity,
a
lack
of
expertise
among
practitioners,
weak
innovation,
and
predictability.
digital
twin,
an
advanced
technology,
empowers
the
sector
to
advance
towards
intelligent
transformation.
It
ultimately
aims
for
highly
accurate
simulation
achieve
comprehensive
optimization
all
phases
project.
Currently,
process
twin
applications
is
facing
challenges
such
as
poor
data
quality,
inability
harmonize
types
that
are
difficult
integrate,
insufficient
security.
Further
research
on
application
twins
in
domain
still
needed
accelerate
development
promote
their
practical
application.
This
paper
analyzes
commonly
used
architectures
literature
summarizes
technologies
implement
architectures,
including
artificial
intelligence,
machine
learning,
mining,
cyber–physical
systems,
internet
things,
virtual
reality,
augmented
reality
applications,
considers
advantages
limitations.
focus
this
centered
entire
lifecycle
project,
which
includes
design,
construction,
operation,
maintenance,
demolition
restoration
phases.
Digital
mainly
moving
integration
information,
model
automation,
system
control,
security
privacy.
present
management
challenges,
privacy
protection,
technical
manpower
development,
transformation
needs.
Future
should
address
these
by
improving
developing
robust
methodologies,
strengthening
measures.
Giant,
Год журнала:
2024,
Номер
18, С. 100277 - 100277
Опубликована: Апрель 30, 2024
Shape
memory
polymers
(SMPs)
and
their
composites
have
broad
application
prospects
in
multiple
fields
due
to
unique
shape
effects.
However,
they
still
face
challenges
accurately
controlling
the
recovery
process,
improving
stability
of
loops,
achieving
manufacturing
complex
shapes
functions.
At
present,
theoretical
models,
molecular
dynamics
(MD)
simulations,
additive
technologies
been
widely
applied.
Theoretical
models
MD
simulations
provide
foundations
at
both
macro
micro
levels,
respectively.
Meanwhile,
by
combining
SMPs
with
manufacturing,
some
structures
can
be
produced.
This
not
only
verifies
accuracy
foundation,
but
also
further
expands
its
application.
review
aims
intersection
research
composites,
analyze
how
jointly
promote
leap
from
theory
application,
providing
valuable
insights
for
future
development
trends.
International Journal of Architecture and Planning,
Год журнала:
2023,
Номер
3(2), С. 92 - 124
Опубликована: Сен. 5, 2023
This
research
paper
investigates
the
integration
of
advanced
generative
artificial
intelligence
(AI)
models,
such
as
ChatGPT,
Bard,
and
similar
architectures,
in
architectural
design
engineering.The
comprehensive
study
explores
various
aspects,
including
applications,
frameworks,
challenges,
prospective
developments
context
engineering.In
design,
transformative
impact
on
Architectural
Theory,
highlighting
how
AI
fosters
creativity
innovation
thinking.The
Design
Process
is
scrutinized,
showcasing
models
streamline
ideation,
iteration,
collaboration
among
teams.Furthermore,
examines
influence
Interior
Design,
Urban
Planning,
considers
nuanced
aspects
Cultural
Social
factors,
elucidating
these
technologies
contribute
to
inclusive
context-sensitive
practices.In
engineering,
assesses
Structural
Engineering,
demonstrating
its
potential
optimize
innovate
structural
analysis
designs
for
enhanced
safety
efficiency.It
applications
Building
Systems
Construction
Management,
illustrating
can
project
workflows
resource
allocation.The
compliance
with
Codes
Regulations
analyzed,
emphasizing
error
reduction
adherence
standards.Additionally,
probes
into
Materials
Technology,
advancements
material
selection
construction
methodologies.The
also
role
promoting
Sustainability
Environmental
energy
efficiency,
reduce
environmental
impact,
enhance
overall
sustainability.Finally,
outlines
challenges
future
directions
development
fully
harness
shaping
engineering.
Construction Innovation,
Год журнала:
2024,
Номер
unknown
Опубликована: Апрель 16, 2024
Purpose
Amid
rapid
technological
progress,
the
construction
industry
is
embracing
Construction
4.0,
redefining
work
practices
through
emerging
technologies.
However,
implications
of
4.0
technologies
to
enhancing
well-being
are
still
poorly
understood.
Particularly,
challenge
lies
in
selecting
that
critically
contribute
enhancement.
Therefore,
this
study
aims
evaluate
well-being.
Design/methodology/approach
A
list
was
identified
from
a
national
strategic
plan
on
using
Malaysia
as
case
study.
Fourteen
experts
were
selected
fuzzy
Technique
for
Order
Preference
by
Similarity
Ideal
Solution
(TOPSIS).
The
expert
judgment
measured
linguistic
variables
transformed
into
values.
Then,
collected
data
analyzed
following
analyses:
TOPSIS,
Pareto,
normalization,
sensitivity,
ranking
performance
and
correlation.
Findings
Six
critical
well-being:
cloud
&
real-time
collaboration,
big
predictive
analytics,
Internet
Things,
building
information
modeling,
autonomous
augmented
reality
virtualization.
In
addition,
artificial
intelligence
advanced
materials
recommended
be
implemented
simultaneously
very
strong
correlation
exists
between
them.
Originality/value
novelty
comprehensive
understanding
findings
can
assist
researchers,
practitioners
policymakers
making
well-informed
decisions
select
when
targeting
enhancement
overall
local
industry.
