Discover Materials,
Journal Year:
2023,
Volume and Issue:
3(1)
Published: June 10, 2023
Abstract
Numerous
scientific
studies
have
been
conducted,
and
a
wide
range
of
new
inorganic
geopolymer
composite
applications
emerged
as
result.
This
innovative
material
can
be
made
from
agricultural
waste
sources
rich
in
aluminosilicate,
which
provides
best
substitute
for
traditional
cement
terms
both
quality
cost.
paper
presents
the
state-of-the-art
review
deploying
agro-wastes
precursor
concrete
with
view
to
aggregating
research
using
agro
ash-based
most
auspicious,
durable,
inexpensive,
user-friendly,
eco-beneficial
construction
materials
long-term
use.
thoroughly
examines
rheological,
workability,
chemistry,
mechanical
characteristics
agro-waste
emphasis
on
sugarcane
bagasse
banana
peels
ash.
Sugarcane
green
bananas
(
matooke
)
play
vital
roles
East
African
agriculture,
economy
food
security.
The
effects
micro-structures,
curing
conditions,
molarity
metallic
alkalis,
proportioning
alkaline-binder
ratio,
aggregates
content
size
fractions
behavior
were
critically
assessed.
study
highlighted
abundance
these
products
serve
staple
region,
therefore,
it
becomes
imperative
recycle
its
produce
durable
by
way
management
strategy.
As
component
readily
available
building
materials,
they
crucial
role
providing
sector
sustainable
outlook
while
concluding
that
are
potential
could
game
changer
concrete,
number
gaps
worthy
further
identified.
findings
this
demonstrates
derivatives
when
used
binder
viable
alternative
conventional
cementitious
materials.
Developments in the Built Environment,
Journal Year:
2023,
Volume and Issue:
15, P. 100177 - 100177
Published: May 25, 2023
This
paper
presents
a
comprehensive
review
of
current
trends
and
opportunities
for
sustainable
concrete
construction,
emphasizing
the
importance
adopting
eco-friendly
practices
to
mitigate
industry's
environmental
impact.
Green
concrete,
supplementary
cementitious
materials,
permeable
cool
use
local
materials
are
explored
as
technologies.
Innovations
like
self-healing
3D-printed
photocatalytic
electrified
machineries,
carbon
capture,
utilization,
storage
principles
also
discussed,
highlighting
their
potential
improve
sustainability
construction
practices.
Challenges
faced
in
implementing
practices,
such
technical,
economic,
social
barriers,
addressed.
The
roles
governments,
industry,
academia
promoting
examined,
stressing
need
interdisciplinary
collaboration
research.
Lastly,
emerging
technologies,
including
digitalization,
data-driven
approaches,
circular
economy
principles,
identified
critical
factors
driving
transition
towards
construction.
Journal of Composites Science,
Journal Year:
2022,
Volume and Issue:
6(8), P. 219 - 219
Published: July 27, 2022
The
discovery
of
an
innovative
category
inorganic
geopolymer
composites
has
generated
extensive
scientific
attention
and
the
kaleidoscopic
development
their
applications.
escalating
concerns
over
global
warming
owing
to
emissions
carbon
dioxide
(CO2),
a
primary
greenhouse
gas,
from
ordinary
Portland
cement
industry,
may
hopefully
be
mitigated
by
construction
with
lower
footprint.
current
manuscript
comprehensively
reviews
rheological,
strength
durability
properties
composites,
along
shedding
light
on
recent
key
advancements
viz.,
micro-structures,
state-of-the-art
applications
such
as
immobilization
toxic
or
radioactive
wastes,
digital
concrete,
3D-printed
fly
ash-based
geopolymers,
hot-pressed
foam
etc.
They
have
crystal-clear
role
play
in
offering
sustainable
prospect
part
accessible
toolkit
building
materials—binders,
cements,
mortars,
concretes,
Consequently,
present
scientometric
review
is
grist
for
mill
aims
contribute
single
note
document
assessing
exhaustive
research
findings
establishing
viability
most
promising,
durable,
sustainable,
affordable,
user
eco-benevolent
materials
future.
Case Studies in Construction Materials,
Journal Year:
2023,
Volume and Issue:
19, P. e02384 - e02384
Published: Aug. 9, 2023
The
use
of
recycled
aggregate
concrete
can
save
natural
resources
and
reduce
environmental
pollution,
which
has
been
widely
concerned
in
recent
years.
physical
mechanical
properties
(RAC)
are
studied
based
on
the
literature
waste
coarse
(RCCA)
brick
(RBCA)
published
around
world
last
40
years,
order
to
understand
study
performance
common
RAC.
characteristics
(water
absorption,
density,
crushing
value)
two
aggregates
with
same
particle
size
were
compared.
effects
effective
water–cement
ratio
(e–W/C),
cement
(A/C),
content
compressive
explained,
microstructure
is
explored.
influence
its
elastic
modulus
(Ec)
correlation
between
Ec
strength
also
investigated.
Finally,
prospects
made
for
types
RAC
further
research
by
scholars.
Journal of Cleaner Production,
Journal Year:
2024,
Volume and Issue:
446, P. 141305 - 141305
Published: Feb. 20, 2024
The
construction
industry
significantly
contributes
to
global
greenhouse
gas
emissions,
highlighting
the
imperative
for
developing
environmentally
friendly
materials.
Geopolymers,
particularly
those
utilizing
metakaolin
(MK),
have
emerged
as
a
promising
green
alternative
conventional
concrete.
However,
acquisition
of
MK-based
geopolymer
concrete
with
optimal
mechanical
properties
poses
challenges
due
numerous
influential
factors,
disagreement
over
various
findings,
and
lack
reliable
predictive
model.
This
study
aimed
address
this
gap
by
employing
wide
range
machine
learning
methods,
namely
gradient
boosting
machine,
random
forest,
decision
tree,
artificial
neural
network,
support
vector
machine.
Different
optimization
regularization
techniques
were
used
comprehensively
understand
factors
affecting
compressive
strength
concrete,
including
mixture
design,
chemical
characteristics
initial
binder
activators,
different
curing
regimes.
results
demonstrated
exceptional
performance
in
predicting
achieving
coefficient
determination
0.983
mean
absolute
error
1.615
MPa.
Additionally,
employed
partial
dependence
plots,
feature
importance
analysis,
SHapley
Additive
exPlanations
(SHAP)
elucidate
proposed
models.
coarse-to-fine
aggregate
ratio,
H2O/Na2O
molar
extra
water
content,
sodium
hydroxide
concentration
identified
most
critical
parameters
research
advancing
development
sustainable
materials,
streamlining
experimental
tasks,
minimizing
need
labor
improving
time
efficiency,
providing
valuable
insights
optimizing
design