Prediction of Electrical Resistivity of Concrete Containing Electric Arc Furnace Slag as Fine Aggregate Using Gene Expression Programming Method
Buildings,
Journal Year:
2025,
Volume and Issue:
15(5), P. 806 - 806
Published: March 2, 2025
In
recent
years,
there
has
been
a
growing
interest
in
developing
sustainable
concrete
alternatives
that
reduce
reliance
on
natural
aggregates
and
promote
waste
recycling.
One
promising
approach
involves
the
utilization
of
electric
arc
furnace
slag
(EAFS)
as
fine
aggregate
replacement.
This
study
aims
to
investigate
impact
EAFS
mechanical
properties,
specifically
compressive
strength
electrical
resistivity,
well
durability
concrete.
Given
importance
accurately
estimating
performance
domain,
this
explores
application
gene
expression
programming
(GEP)
predict
resistivity
containing
EAFS.
To
achieve
these
objectives,
series
mixes
were
prepared
with
replacement
levels
ranging
from
0%
100%
at
water-to-cement
ratios
0.3,
0.4,
0.5.
Experimental
results
indicated
decrease
increasing
content,
particularly
higher
ratios.
Conversely,
decreased
significantly
levels.
enhance
durability,
it
is
recommended
incorporate
pozzolanic
material
alongside
The
GEP
models
developed
exhibited
excellent
predicting
high
correlation
coefficients
obtained
demonstrate
model’s
accuracy
reliability.
An
accurate
outcome
achieved
by
model
configured
45
chromosomes,
head
size
15,
multiplicative
linking
function.
strong
between
other
such
permeability
corrosion
resistance,
can
be
valuable
tool
for
optimizing
mixtures
long-term
construction
applications.
Language: Английский
Predictive Modelling of Pavement Quality Fibre-Reinforced Alkali-Activated Nano-Concrete Mixes through Artificial Intelligence
Studia Geotechnica et Mechanica,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 24, 2025
Abstract
Alkali-activated
concrete
(AAC)
has
emerged
as
a
viable
sustainable
alternative
for
the
building
of
roads
and
rigid
pavements,
particularly
in
India,
where
infrastructure
development
is
major
priority.
With
exponential
growth
highway
networks,
there
noteworthy
emphasis
on
enhancing
mechanical
performance
pavements
to
overcome
their
inherent
brittleness
limited
load-carrying
capacity.
This
research
examines
incorporation
nano-silica
(NS)
nano-alumina
(NA)
improve
properties
pavement
quality
alkali-activated
(PQAC).
Additionally,
polyvinyl
alcohol
fibres
(PVAF)
Polypropylene
Fibre
(PPF)
were
integrated
into
mix
address
brittle
nature
PQAC
tensile
strength
concrete.
Given
challenges
associated
with
optimising
these
material
combinations,
this
also
leverages
advanced
machine
learning
models,
including
Multilinear
Regression
(MLR),
Decision
Tree
(DT),
Random
Forest
(RF),
AdaBoost,
Support
Vector
(SVR),
Gradient
Boosting
(GB),
predict
split
(STS)
PQAC.
A
thorough
analysis
predicted
was
carried
out
utilising
assessment
measures.
The
findings
demonstrate
that
AdaBoost
model
outperforms
other
models
terms
test
performance,
achieving
an
R
2
value
0.79.
surpasses
values
MLR
(0.61),
SVR
(0.6),
DT
(0.79),
GB
(0.791)
RF
(0.796).
remaining
four
error
measures
have
lowest
among
all
MSE
=
0.202,
RMSE
0.45,
CV=0.714
MAE
0.38.
study
highlights
superior
ensemble
accurately
predicting
STS,
underscoring
potential
reliable
tools
compositions
applications
thereby
supporting
or
partly
replacing
laboratory
tension
tests,
saving
time
cost.
contributes
broader
goal
developing
more
durable
mixes
construction
projects.
Language: Английский
Engineering of alkali-activated permeable pavement composites with agro-industrial wastes
International Journal of Pavement Engineering,
Journal Year:
2024,
Volume and Issue:
25(1)
Published: Nov. 29, 2024
This
study
investigates
the
development
of
alkali-activated
pervious
concrete
(PC)
composites
using
industrial
and
agro-waste
as
primary
constituents.
The
binder
was
activated
with
sodium
silicate
hydroxide
at
an
activator
modulus
(Ms)
1.25,
maintaining
a
oxide
dosage
4.0%
relative
to
total
water-to-binder
ratio
0.40.
Slag
bagasse
ash
were
used
binders,
recycled
coarse
aggregates
(from
construction
demolition
waste)
partially
replaced
crushed
granite
waste-foundry
sand
served
fine
aggregates.
Mix
proportions
optimised
for
hydraulic
conductivity
compressive
strength
after
28
days
air
curing.
Four
selected
mixes
further
evaluated
porosity,
splitting-tensile
strength,
static
flexural
fatigue
performance.
Optimal
mechanical
properties
observed
corresponding
PC
10%
50%
Statistical
analyses
fatigue,
including
S-N
curves
two-parameter
Weibull
distribution,
conducted,
along
Kolmogorov-Smirnov
analysis
survival
probabilities
(95%,
5%).
findings
contribute
understanding
engineering
behaviour
PCs,
supporting
permeable
pavement
systems
through
effective
utilisation
agro-industrial
wastes,
thereby
promoting
sustainability
environmental
conservation.
Language: Английский
Agro-industrial waste utilization in air-cured alkali-activated pavement composites: Properties, micro-structural insights and life cycle impacts
Cleaner Materials,
Journal Year:
2024,
Volume and Issue:
14, P. 100281 - 100281
Published: Nov. 30, 2024
Language: Английский
Effect of bio-admixture on the properties of cement-slag based sustainable pervious concrete mixes for road infrastructure
Road Materials and Pavement Design,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 25
Published: Dec. 22, 2024
The
growing
demand
for
sustainable
road
infrastructure
highlights
the
importance
of
pervious
concrete
in
storm-water
management.
This
study
explores
development
cement-slag-based
incorporating
waste
foundry
sand
(WFS)
as
a
partial
replacement
(up
to
50%)
river
and
coarse
aggregates
optimised
proportions.
Additionally,
bio-admixture,
palm
jaggery
(PJ),
was
introduced
enhance
mechanical
performance
mixes.
Key
findings
include
achieving
optimum
strength
with
binder
composition
20%
slag
replacement,
50%
WFS
0.2%
PJ
dosage.
permeable
mix
demonstrated
compressive
21.2
MPa,
split
tensile
1.82
flexural
3.51
MPa
permeability
498
mm/min,
satisfying
set
design
criteria.
Flexural
fatigue
test
results
indicated
that
performed
better
than
other
selected
research
underscores
potential
bio-admixtures
advancing
resilient
environmentally
friendly
urban
infrastructure.
Language: Английский
Alkali-Activated Permeable Concretes with Agro-Industrial Wastes for a Sustainable Built Environment
Shriram Marathe,
No information about this author
Martyna Nieświec,
No information about this author
B. Gronostajska
No information about this author
et al.
Materials,
Journal Year:
2024,
Volume and Issue:
18(1), P. 87 - 87
Published: Dec. 28, 2024
This
research
presents
a
proposal
for
alkali-activated
permeable
concrete
composites
with
the
use
of
industrial
by-products,
including
ground
granulated
blast-furnace
slag
(GGBS)
and
waste-foundry
sand,
as
well
agro-desecrate
product,
i.e.,
sugarcane
bagasse
ash
(SBA).
GGBS
SBA
served
binders,
crushed
granite
coarse
aggregate
sand
fine
aggregate.
The
novelty
this
is
in
examining
influence
SBA,
combination
slag,
on
fresh-
hardened-state
properties
proposed
concretes.
Experiments
were
conducted
to
optimize
percentage
based
hydraulic
conductivity
compressive
tensile
strength
after
28
days
air
curing.
hardened
density,
compaction
factor
(workability),
saturated
water
absorption
also
measured
all
mixes.
Furthermore,
control
optimal
mixes
subjected
evaluate
microstructure
analysis
(EDX,
XRD,
FESEM)
mix
containing
100%
0%
reference,
10%
(with
90%
GGBS)
used
comparative
understand
its
effect
composites.
results
showed
positive
or
acceptable
mechanical
performance
at
ratio
binders.
study
aims
enhance
understanding
engineering
behavior
composites,
facilitating
rational
design
pavement
systems
through
effective
agro-industrial
waste
products,
thereby
conserving
ecosystems
while
meeting
requirements.
Language: Английский