Frontiers in Sustainable Food Systems,
Journal Year:
2024,
Volume and Issue:
7
Published: Jan. 9, 2024
Fileting
is
a
popular
form
of
processing
methods
and
in
addition
to
being
sold
fresh
or
frozen,
filets
are
used
for
preparation
products
battered
breaded
filets.
This
generates
considerable
amount
side
streams
like
skin,
frames,
cut-offs
which
forms
around
30–70%
the
total
body
weight.
The
European
Waste
Framework
Directive
2008
recent
amendments
[EU
WFD
(2018/851)]
stipulates
comprehensive
regulations
manufacturers
must
follow
while
handling
generated
during
processing.
demands
detailed
compilation
information
regarding
yield,
classification
valorization
potential
associated
with
fileting
operations
cold-water
finfishes.
rich
source
proteins
including
structural
collagen
biominerals
such
as
hydroxyapatite
find
multiple
application
food
pharmaceutical
industry.
Previously,
recovery
these
components
was
performed
by
extensive
chemical
treatment
acids
bases,
subsequent
washing
steps.
Nowadays,
green
extraction
methods,
defined
technologies
reduced
energy
consumption,
should
be
considered
achieve
shift
Nevertheless,
industrial
upscaling
refinement
isolated
compounds
further
evaluated
improved
order
industry
using
side-stream
derived
ingredients.
Moreover,
legislations
well
national
international
evaluated.
Even
though
number
articles
recently
available
seafood
stream
valorization,
this
review
focus
on
predominantly
from
cold
water
fish
species
also
discusses
sustainable
included
process.
Journal of Economy and Technology,
Journal Year:
2023,
Volume and Issue:
1, P. 127 - 143
Published: Aug. 24, 2023
ChatGPT
is
an
Artificial
Intelligence
(AI)-powered
Natural
Language
Processing
(NLP)
tool
that
comprehends
and
produces
text
in
response
to
given
commands.
It
can
be
adopted
for
various
requirements,
like
answering
our
inquiries,
assisting
us
with
content
creation,
translating
languages,
more.
The
fourth
industrial
revolution,
called
"Industry
4.0,"
denotes
a
new
production
age
focused
on
automation,
digitalisation,
real-time
connectivity
of
systems.
help
Industry
4.0
variety
ways.
AI-driven
process
optimisation
poised
revolutionise
by
enhancing
productivity,
quality
assurance,
efficiency.
For
developing
this
paper,
articles
ChatGPT/
AI
were
identified
through
Scopus,
ScienceDirect,
Google
Scholar
ResearchGate.
progresses
due
the
incorporation
cutting-edge
technology
AI,
Machine
Learning
(ML),
NLP
Manufacturing
operations
are
changing.
language
model
becoming
well-known
daily
use
because
its
promising
applications.
In
framework
4.0,
it
promises
processes
assist
advancement
boosting
business
productivity
This
paper
studies
major
need
4.0.
Various
associated
features,
traits
versatile
competencies
briefed.
Finally,
identifies
discusses
significant
applications
very
flexible
efficient
method
creating
human-machine
interfaces
automatically
generating
text,
which
provides
proper
knowledge
guidance
employee.
Applications
include
chatbots,
virtual
assistants,
automated
customer
care,
translation,
production.
future,
will
become
effective
communication
automating
Frontiers in Sustainable Food Systems,
Journal Year:
2023,
Volume and Issue:
7
Published: July 18, 2023
Providing
food
has
become
more
complex
because
of
climate
change
and
other
environmental
societal
stressors,
such
as
political
instability,
the
growth
in
world
population,
outbreaks
new
diseases,
especially
COVID-19
pandemic.
In
response
to
these
challenges,
agri-food
industry
increased
its
efforts
shift
using
digital
tools
advanced
technologies.
The
transition
toward
been
part
fourth
industrial
revolution
(called
Industry
4.0)
innovations
that
have
are
reshaping
most
industries.
This
literature
review
discusses
potential
implementing
technologies
industry,
focusing
heavily
on
role
pandemic
fostering
adoption
greater
digitalization
supply
chains.
Examples
use
for
various
applications,
barriers
challenges
will
be
highlighted.
trend
solutions
gained
momentum
since
advent
4.0
implementations
accelerated
by
outbreak
Important
technology
enablers
high
mitigating
negative
effects
both
current
global
health
crisis
systems
include
artificial
intelligence,
big
data,
Internet
Things,
blockchain,
smart
sensors,
robotics,
twins,
virtual
augmented
reality.
However,
much
remains
done
fully
harness
power
achieve
widespread
implementation
agriculture
Waste Management Bulletin,
Journal Year:
2024,
Volume and Issue:
2(3), P. 84 - 100
Published: July 2, 2024
Seafood
by-products
from
various
organisms
like
fish,
shellfish,
squids,
and
bivalves
are
often
thrown
away
as
waste,
even
though
they
could
be
utilized
in
creating
new
types
of
valuable
foods.
Up
to
75%
the
entire
organism
consists
industrial
processing
wastes,
which
can
lead
a
loss
profit
ecological
sustainability
if
natural
resources
not
recycled
efficiently.
Various
fish
parts
byproducts,
such
heads,
viscera,
skin,
bones,
scales,
exoskeletons,
pens,
ink,
clam
shells,
categorized
waste
based
on
their
weight
percentages,
vary
depending
species
taxonomy.
This
review
paper
delves
into
extraction
valorization
strategies
seafood
by-products,
with
focus
transforming
resources.
Marine
provide
bioactive
substances
collagen,
peptides,
polyunsaturated
fatty
acids,
antioxidants,
chitin,
catalysts
for
biodiesel
production.
highlights
utilization
innovative
techniques
microwave-
ultrasound-assisted
well
supercritical
fluid
subcritical
water
extract
compounds
section
also
discusses
optimization
processes
enhance
efficiency
yield.
Furthermore,
explores
potential
applications
across
industries,
emphasizing
sustainable
resource
creation
high-value
products
applied
our
current
circular
economy.
International Journal of Production Research,
Journal Year:
2023,
Volume and Issue:
62(10), P. 3800 - 3817
Published: Aug. 31, 2023
AbstractIn
the
context
of
great
changes
in
food
industry,
aim
this
research
is
to
investigate
if
and
how
implementation
4.0
enabling
technologies
can
enhance
economic,
environmental
social
sustainability
sector.
A
systematic
literature
review,
using
a
combination
12
keywords,
was
carried
out
on
Scopus
database
with
defined
inclusion
exclusion
criteria
order
answer
four
selected
questions.
Overall,
50
relevant
papers
were
retrieved
analysed
by
Mendeley
Excel
descriptive
statistics.
VOSviewer
used
for
co-occurrence
co-authorship
analysis.
Results
illustrate
that
interest
topic
has
grown,
particular
Italy,
resume
benefits
achievable
industries.
Social
impacts
are
new
job
positions,
ergonomic
design
workplaces,
educational
institutions,
improved
nutrition
better
animal
welfare.
Positive
aspects
related
even
economic
growth,
improving
chain
performances
decreasing
companies'
costs.
Finally,
it
allows
energy,
water,
CO2
emissions
savings.
work
provides
helpful
overview
manufacturers
producers,
recommending
introduction
I4.0
positively
influence
sustainable
development
sector
remain
competitive
market.KEYWORDS:
Industry
4.0sustainable
developmentfood
industrydigitalisationlife
cycleclimate
change
AcknowledgmentThis
been
thanks
Ph.D.
course
co-financed
resources
from
European
Fund,
Operational
Program
2014/2020
Emilia-Romagna
Region
(Rif.
P.A.
2019-11305/RER).Disclosure
statementNo
potential
conflict
reported
author(s).Data
availability
statementData
support
findings
study
available
request
corresponding
author,
S.
R.Additional
informationFundingThis
supported
Fund
[grant
number
2019-11305/RER].Notes
contributorsR.
StefaniniR.
Stefanini
achieved
master
degree
Engineering
Food
at
University
Parma
(Italy).
She
scholarship
holder
CIPACK
packaging
centre,
student
Industrial
Engineering.
Now
she
Research
Fellow
same
University.
Her
main
fields
concern
processing,
attention
Life
Cycle
Assessment.G.
VignaliG.
Vignali
an
Associate
Professor
Parma.
He
graduated
Mechanical
2004.
In
2009,
he
received
his
PhD
analysis
optimisation
processes.
His
activities
processing/packaging
safety/security
industrial
plants.
studies
those
topics
have
published
more
than
150
scientific
papers,
some
which
appear
national
international
journals
conferences.
Comprehensive Reviews in Food Science and Food Safety,
Journal Year:
2024,
Volume and Issue:
23(6)
Published: Oct. 22, 2024
Abstract
Although
several
food‐related
fields
have
yet
to
fully
grasp
the
speed
and
breadth
of
fourth
industrial
revolution
(also
known
as
Industry
4.0),
growing
literature
from
other
sectors
shows
that
5.0
(referring
fifth
revolution)
is
already
underway.
Food
4.0
has
been
characterized
by
fusion
physical,
digital,
biological
advances
in
food
science
technology,
whereas
future
could
be
seen
a
more
holistic,
multidisciplinary,
multidimensional
approach.
This
review
will
focus
on
identifying
potential
enabling
technologies
harnessed
shape
coming
years.
We
state‐of‐the‐art
studies
use
innovative
various
agriculture
applications
over
last
5
In
addition,
opportunities
challenges
highlighted,
directions
conclusions
drawn.
Preliminary
evidence
suggests
outcome
an
evolutionary
process
not
revolution,
often
claimed.
Our
results
show
regenerative
and/or
conversational
artificial
intelligence,
Internet
Everything,
miniaturized
nanosensors,
4D
printing
beyond,
cobots
advanced
drones,
edge
computing,
redactable
blockchain,
metaverse
immersive
techniques,
cyber‐physical
systems,
digital
twins,
sixth‐generation
wireless
beyond
are
likely
among
main
driving
5.0.
framework,
vision,
value
becoming
popular
research
topics
academic
fields,
agri‐food
sector
just
started
embrace
some
aspects
dimensions
Frontiers in Sustainable Food Systems,
Journal Year:
2024,
Volume and Issue:
8
Published: Jan. 24, 2024
Introduction
Fish
rest
raw
material
generated
from
the
fish
processing
industry
may
be
a
useful
resource
for
recovery
of
added
value
compounds.
The
application
non-thermal
novel
technologies
can
improve
extraction.
High-pressure
(HPP)
has
long
been
used
preservation
and
extension
shelf
life
seafood.
It
also
constitutes
promising
technology
increased
valuable
compounds,
such
as
lipids
proteins.
objective
this
study
was
to
assess
yield
chemical
composition
fractions
obtained
after
enzymatic
hydrolysis
on
mixture
Atlantic
salmon
(
Salmo
salar
)
rainbow
trout
Oncorhynchus
mykiss
pretreated
by
high-pressure
(HP).
Methods
Six
different
pretreatments
were
applied
prior
hydrolysis;
600
MPa
x
8
min,
4
400
200
min.
Results
discusssion
These
did
not
higher
oil
extraction
compared
control.
However,
protein
hydrolysates
(FPH)
contained
amount
when
FPH