Energy & Fuels,
Journal Year:
2024,
Volume and Issue:
38(3), P. 1692 - 1712
Published: Jan. 19, 2024
Modern
machine
learning
(ML)
techniques
are
making
inroads
in
every
aspect
of
renewable
energy
for
optimization
and
model
prediction.
The
effective
utilization
ML
the
development
scaling
up
systems
needs
a
high
degree
accountability.
However,
most
approaches
currently
use
termed
black
box
since
their
work
is
difficult
to
comprehend.
Explainable
artificial
intelligence
(XAI)
an
attractive
option
solve
issue
poor
interoperability
black-box
methods.
This
review
investigates
relationship
between
(RE)
XAI.
It
emphasizes
potential
advantages
XAI
improving
performance
efficacy
RE
systems.
realized
that
although
integration
with
has
enormous
alter
how
produced
consumed,
possible
hazards
barriers
remain
be
overcome,
particularly
concerning
transparency,
accountability,
fairness.
Thus,
extensive
research
required
address
societal
ethical
implications
using
create
standardized
data
sets
evaluation
metrics.
In
summary,
this
paper
shows
potential,
perspectives,
opportunities,
challenges
application
system
management
operation
aiming
target
efficient
energy-use
goals
more
sustainable
trustworthy
future.
Water,
Journal Year:
2024,
Volume and Issue:
16(5), P. 718 - 718
Published: Feb. 28, 2024
Environmental
contamination
by
heavy
metals
poses
significant
threats
to
terrestrial
and
aquatic
ecosystems,
necessitating
the
development
of
effective
remediation
strategies.
Conventional
methods
for
metal
removal
exhibit
limitations,
including
inadequate
efficiency
elevated
costs.
In
this
context,
microalgae
have
emerged
as
a
promising
bioremediation
approach
due
their
robust
metal-binding
capabilities,
specifically
through
biosorption.
This
review
comprehensively
examines
role
in
addressing
pollution,
with
primary
focus
on
from
wastewater.
Microalgae
offer
wastewater
purification
potential
across
diverse
sources
capitalize
growth
matrix,
yielding
valuable
bioproducts,
biomaterials,
bioenergy.
Their
versatility
allows
them
thrive
various
wastewaters,
facilitating
contaminant
removal.
study
also
investigates
application
decentralized
water
treatment
systems
(DWTSs),
where
nature
these
proves
advantageous
contaminants
directly
at
point
generation
or
use.
holds
particular
significance
regions
centralized
face
obstacles
geographical
constraints,
infrastructure,
financial
limitations.
DWTSs
not
only
provide
solution
but
prove
disaster
relief
scenarios
rapidly
growing
urban
areas.
Fermentation,
Journal Year:
2023,
Volume and Issue:
9(3), P. 311 - 311
Published: March 22, 2023
The
water
resource
crisis
and
concerns
with
environmental
pollution
prompt
the
necessity
to
upgrade
conventional
wastewater
treatment
processes.
microalgae-based
process
has
shown
many
advantages
that
can
fulfill
stricter
demands
for
improved
treatment.
Microalgae
cultivation
be
carried
out
in
different
photobioreactors
under
operational
conditions.
of
microalgae
biomass
provides
bioremediation
some
targeted
pollutants
through
uptake/digestion
or
biosorption,
resulting
treated
effluent
production
biomass.
This
paper
reviews
progress
microalgae-biotechnology
industrial
A
brief
overview
microalga
types/classification,
type,
conditions
was
first
provided.
Next,
a
comprehensive
review
wastewater,
including
distillery,
heavy
metals,
textiles,
emerging
contaminants,
Finally,
perspectives
on
potential
scale-up
technology
critical
considerations
were
also
discussed.
Deleted Journal,
Journal Year:
2024,
Volume and Issue:
6(5)
Published: May 4, 2024
Abstract
Recent
advances
in
hydrothermal
liquefaction
(HTL)
have
established
this
biomass
conversion
technology
as
a
potent
tool
for
the
effective
valorization
and
energy
densification
of
varied
feedstocks,
ranging
from
lignocelluloses
to
microalgae
organic
wastes.
Emphasizing
its
application
across
types,
exploration
delves
into
evolving
landscape
HTL.
Microalgae,
recognized
promising
feedstock,
offer
rich
source
biomolecules,
including
lipids,
carbohydrates,
proteins,
making
them
particularly
attractive
biofuel
production.
The
comprehensive
review
explores
products
platform
chemicals
obtained
through
HTL
microalgae,
delving
biodiesel
production,
bio-oil
composition,
characteristics,
produce
high-valued
by-products.
Challenges
limitations,
such
reactor
design,
scalability
issues,
impact
microalgal
composition
on
yields,
are
critically
analyzed.
future
prospects
research
directions
section
envision
advancements
technology,
integration
with
biorefinery
processes,
hybrid
approaches
enhanced
Overall,
paper
emphasizes
potential
wet
underscores
need
continued
overcome
existing
challenges
unlock
further
opportunities
sustainable
chemical
