Energy Exploration & Exploitation,
Год журнала:
2024,
Номер
unknown
Опубликована: Дек. 22, 2024
The
comprehensive
review
presents
multi-faceted
biofuel
applications
in
various
sectors
and
prospects,
highlighting
state-of-the-art
technologies
potential
changes
triglyceride-based
biofuels.
From
the
first-generation
produced
from
food
crops
to
fourth
generation
of
engineered
microbes,
there
is
an
improvement
sustainability.
Transesterification
synthesis
biodiesel
with
different
chemical
catalysts
biocatalysts
shows
continuous
efforts
toward
making
process
more
efficient
economically
viable;
emerging
like
hydrodeoxygenation
pyrolysis
open
new
routes
for
optimized
production
less
environmental
impact.
With
a
focus
on
biodiesel,
bioethanol,
biobutanol,
biohydrogen,
this
paper
deals
their
contributions
energy
sustainable
manner
stewardship.
AI
machine
learning
biofuels
could
provide
revolutions
efficiency
sustainability
directly
feedstock
selection
product
recovery.
Bioethanol
effectively
used
gasoline
blends
several
advantages,
reducing
carbon
dioxide
emissions.
Biobutanol
good
transport
fuel
alternative,
high
content,
easily
existing
infrastructure.
Biological
processes
yield
Biohydrogen
may
have
bright
prospects
producing
clean
energy,
specifically
case
bioelectrochemical
systems.
Prospects
hinge
addressing
challenges,
promoting
research
development,
fostering
collaboration
investment
innovation.
This
underscores
importance
continued
advance
technologies,
recognizing
pivotal
role
achieving
future
while
global
challenges.
Food Science of Animal Resources,
Год журнала:
2025,
Номер
45(2), С. 375 - 408
Опубликована: Янв. 17, 2025
The
dairy
industry
is
a
significant
player
in
the
food
industry,
providing
essential
products
such
as
milk,
cheese,
butter,
yogurt,
and
milk
powder
to
meet
global
population's
needs.
However,
industry's
activities
have
resulted
pollution,
with
heavy
waste
generation,
disposal,
effluent
emissions
into
environment.
Properly
handling
residues
major
challenge,
up
60%
of
total
treatment
cost
processing
unit
allocated
management.
Therefore,
valorizing
useful
presents
advantage
for
industry.
Numerous
studies
proposed
various
approaches
convert
products,
including
thermochemical,
biological,
integrated
conversion
pathways.
This
review
an
overview
these
identifies
best
possible
method
by-products.
research
up-to-date
information
on
recovery
value-added
from
waste,
biogas,
biofertilizers,
biopolymers,
biosurfactants,
focus
integrating
technology
environmental
sustainability.
Furthermore,
obstacles
prospects
valorization
been
presented.
valuable
resource
developing
deploying
technologies,
it
also
opportunities
this
field.
Polymers,
Год журнала:
2024,
Номер
16(23), С. 3368 - 3368
Опубликована: Ноя. 29, 2024
The
integration
of
machine
learning
(ML)
into
material
manufacturing
has
driven
advancements
in
optimizing
biopolymer
production
processes.
ML
techniques,
applied
across
various
stages
production,
enable
the
analysis
complex
data
generated
throughout
identifying
patterns
and
insights
not
easily
observed
through
traditional
methods.
As
sustainable
alternatives
to
petrochemical-based
plastics,
biopolymers
present
unique
challenges
due
their
reliance
on
variable
bio-based
feedstocks
processing
conditions.
This
review
systematically
summarizes
current
applications
techniques
aiming
provide
a
comprehensive
reference
for
future
research
while
highlighting
potential
enhance
efficiency,
reduce
costs,
improve
product
quality.
also
shows
role
algorithms,
including
supervised,
unsupervised,
deep
