Buildings,
Journal Year:
2022,
Volume and Issue:
12(12), P. 2253 - 2253
Published: Dec. 17, 2022
The
construction
process
of
cable
net
structure
is
complicated,
which
leads
to
the
strong
randomness
errors.
safety
state
very
sensitive
Obtaining
coupling
relationship
between
errors
and
force
response
efficiently
accurately
critical
developing
technique
structures.
This
paper
proposed
an
analysis
method
based
on
a
genetic
algorithm
optimized
back
propagation
neural
network
(GA-BPNN)
judge
influence
error
single-layer
orthogonal
Taking
speed
skating
stadium
2022
Winter
Olympic
Games
as
research
object,
this
analyzed
form
venue.
According
characteristics
GA-BPNN
calculation,
principle
was
put
forward.
load-bearing
cables
stable
analyzed.
degree
different
component
structural
forces
obtained,
most
unfavorable
key
components
were
obtained.
For
components,
trend
analyzed,
fitting
formula
given.
Driven
by
GA-BPNN,
it
can
realize
mechanical
responses
under
action
multi-type,
multi-component,
multi-combination
results
show
that
obtains
performance
law
error,
effectively
predicts
influencing
factors
risk,
avoids
accidents
caused
error.
in
provide
reference
for
similar
application.
Energies,
Journal Year:
2023,
Volume and Issue:
16(2), P. 969 - 969
Published: Jan. 15, 2023
Economic
growth
and
rapid
urbanization
have
resulted
in
the
increase
demand
for
infrastructure
development.
To
meet
this
ever
increasing
demand,
conventional
construction
materials
such
as
concrete
are
used,
which
requires
an
energy
intensive
process
that
turn
impacts
environment
adversely.
Ordinary
Portland
Cement,
being
dominant
binder
industry,
contributes
around
8%
of
worldwide
annual
carbon
emissions,
is
expected
to
reach
20%
by
2050.
Population
has
significant
agro-industrial
waste
generation
during
recent
years.
Inadequate
management
raises
a
number
environmental
concerns.
With
growing
economy
rising
living
standards,
global
raw
material
consumption
double
2060.
The
reutilization
will
aid
their
management,
while
conserving
available
resources.
Alkali-activated
(AAM)
recently
been
introduced
eco-friendly
alternative
binders
with
fewer
impacts.
AAM
reduce
need
Cement
(OPC)
substituting
it
supplementary
cementitious
(SCM),
therefore,
reducing
amount
subsequent
emissions.
Alkali
activation
complex
chemical
between
precursors
(alumino-silicate
materials)
dissolution
activators.
Different
react
alkali
activators
different
ways
depending
on
properties.
current
study
aims
provide
critical
review
potential
wastes
fresh
hardened
properties
alkali-activated
(AAC).
understand
design
development
AAC,
influencing
parameters
molarity
NaOH,
activators,
ratio
discussed
detail.
curing
regime
its
effect
behavior
mentioned.
admixtures
used
regulate
AAC
highlighted.
exhibited
optimized
embodied
energy,
operational
life
cycle
cost,
CO2
emission,
rates
than
did.
However,
these
results
varied
based
them.
This
paper
focuses
should
be
viewed
important
contribution
towards
adoption
practical
applications.
presents
net
zero
making
sustainable
enhanced
Energies,
Journal Year:
2023,
Volume and Issue:
16(10), P. 4234 - 4234
Published: May 21, 2023
Rapid
construction
with
an
energy-efficient
approach
is
a
major
challenge
in
the
present
industry.
Cement,
carbon-intensive
material,
mainly
used
industry
and
hence
increases
sector’s
carbon
footprint
on
environment.
The
current
review
focuses
study
of
3D
concrete
printing
(3DCP),
which
cement
partially
replaced
industrial
byproducts
such
as
ground
granulated
blast
furnace
slag
(GGBS),
fly
ash,
silica
fume.
Walling
material
primarily
targeted
3DCP.
There
need
to
include
energy
efficiency
achieve
thermally
comfortable
life
cycle
assessment
(LCA)
studied
discover
potential
conflicts
affecting
sand-to-binder
ratio
pivotal
determining
performance
concrete.
content
supplements
decided
based
this
factor.
rheological,
physical,
mechanical
properties
3DCP
are
further
analysed.
GGBS
demonstrates
better
compressive
flexure
strength
usage
ash
fume
has
reduced
thermal
conductivity
whereas
increased
it.
An
LCA
shows
that
can
be
made
sustainable
use
these
supplementary
cementitious
materials.
Engineering Construction & Architectural Management,
Journal Year:
2024,
Volume and Issue:
unknown
Published: May 16, 2024
Purpose
The
present
study
aims
to
identify
significant
barriers
adopting
prefabricated
construction
(PFC)
in
developing
economies
using
a
Sri
Lanka
and
develop
an
integrated
strategy
framework
mitigate
overcome
the
obstacles.
Design/methodology/approach
research
process
included
comprehensive
literature
review,
pilot
study,
questionnaire
survey
for
data
collection,
statistical
analysis
qualitative
content
analysis.
Findings
Ranking
method
revealed
that
all
23
were
significant.
Top
include
challenges
component
transportation,
high
capital
investment
costs
lack
of
awareness
benefits
PFC
among
owners/developers.
Factor
clustered
six
barrier
categories
(BCs)
fit
factors,
explaining
71.22%
cumulative
variance.
Fuzzy
synthetic
evaluation
BCs
significantly
influence
adoption
Lanka.
Finally,
proposed
mitigation
strategies
mapped
with
complete
framework.
Practical
implications
outcomes
are
relevant
industry
stakeholders
Lanka,
who
keen
enhance
efficiencies.
can
also
benefit
policymakers
formulate
policies
regulations
solutions.
Originality/value
provides
deeper
insights
into
prefabrication
South
Asian
countries
such
as
Furthermore,
is
novel
contribution
be
used
derive
actions
economies.
Sustainability,
Journal Year:
2025,
Volume and Issue:
17(2), P. 558 - 558
Published: Jan. 13, 2025
The
number
of
end-of-life
tires
(ELTs)
has
increased
enormously
in
the
world
during
last
decades,
accumulating
progressively
landfills
and
ecosystems.
For
this
reason,
application
secondary
raw
materials
derived
from
their
recycling
become
one
great
challenges
for
today’s
society.
In
work,
different
types
prefabricated
plaster
products
were
developed
incorporating
recycled
rubber
aggregates
ELTs
granulometries,
aiming
to
study
feasibility
develop
construction
systems.
It
was
possible
replace
up
40%
original
material,
obtaining
plasterboards
that
exceed
0.18
kN
flexural
breaking
load
established
by
regulations.
Likewise,
addition
these
reduced
thermal
conductivity
gypsum
composites,
resistance
lightened
partitions
improved
21.8%
when
used
conjunction
with
break
layer.
On
other
hand,
its
greater
durability
against
action
water
also
tested,
fire
class
B-s1,
d0,
obtained.
With
all
positive
results,
presents
a
development
plates
panels,
addressing
main
gaps
literature,
applicability
building
produced
under
circular
economy
criteria
sustainable
construction.
International Journal of Low-Carbon Technologies,
Journal Year:
2025,
Volume and Issue:
20, P. 881 - 892
Published: Jan. 1, 2025
Abstract
The
high
speed
of
implementation
prefabricated
constructions
has
caused
them
to
become
one
the
most
popular
and
widely
used
construction
elements
today.
Prefabricated
projects
are
sensitive
uncertainties
that
may
cause
delays
in
project
progress
due
need
for
coordination
interdependence
between
installation
activities.
Hence,
it
is
essential
monitor
avoid
actual
delays.
Separating
module
from
environment,
recognizing
its
type
also
identifying
mode
three
prerequisites
managing
based
on
modules.
Considering
variety
separation
modules
difficulty
as
well
each
module,
a
new
method
with
basic
steps
was
this
study.
These
actions
consist
following:
(1)
use
NSGA-II
frame
segmentation
determine
regions
interest;
(2)
identification
using
Convolutional
Neural
Network
(CNN)
Cuckoo
Search
Optimization
(CSO)
conjunction;
(3)
combination
CNN
CSO
evaluate
quality
category
case
study's
findings
demonstrated
that,
both
analysis
stages,
suggested
approach
outperformed
alternative
models
terms
accuracy,
precision,
recall,
F-Measure
indices.
model's
superiority
over
compared
further
supported
by
receiver
operating
characteristic
analysis.
Frontiers in Built Environment,
Journal Year:
2025,
Volume and Issue:
11
Published: March 25, 2025
Anticipated
urbanization
and
population
growth,
particularly
in
developing
countries,
are
expected
to
boost
demand
for
concrete,
resulting
higher
emissions
raw
material
consumption.
In
response
growing
global
sustainability
awareness,
various
industries
countries
have
implemented
diverse
initiatives
aimed
at
significantly
reducing
their
greenhouse
gas
emissions.
Alkali
Activated
Concrete
(AAC),
often
known
as
zero
cement
is
a
viable
substitute
conventional
concrete.
This
study
developed
self-compacting
alkali-activated
concrete
(SCAAC)
using
agro-industrial
wastes
curing
ambient
temperatures.
The
precursors
were
ground
granulated
blast
furnace
slag
(GGBS)
fly
ash
(FA),
which
activated
with
sodium
hydroxide
flakes
liquid
silicate.
Co-fired
bio-blended
(BA),
an
waste,
was
used
partially
replace
river
sand.
physical,
chemical,
mineral,
morphological
properties
of
BA
thoroughly
investigated.
found
suitable
use
partial
replacement
sand
temperature
effective
producing
high-strength
durable
material.
thermal
conductivity
the
determined.
reduction
embodied
energy
calculated.
peak
cooling
load
computational
modeling
based
SCAAC.
successfully
met
specified
compressive
strength
requirement
M30
grade
achieving
value
38.12
MPa.
Reduction
(7.37%)
observed
compared
Results
show
that
reduced
by
35%
[1.9
W/(m.K)]
due
lower
[1.247
W/(m.K)].
mixture
not
only
environmental
impact
but
also
utilized
waste
materials
would
otherwise
be
disposed
landfills.
Overall,
this
demonstrates
potential
sustainable
environmentally
friendly
construction
wastes.