IEEE Access,
Journal Year:
2022,
Volume and Issue:
10, P. 133936 - 133944
Published: Jan. 1, 2022
During
the
production
of
strip
steel,
there
are
often
some
defects
on
surface
product.
Therefore,
detection
such
defect
is
key
to
produce
high-quality
products.
At
same
time,
steel
cause
huge
economic
losses
high-tech
industry.
A
algorithm
based
improved
YOLO-V7
proposed
address
problems
low
speed
and
poor
accuracy
traditional
methods.
First,
we
use
de-weighted
BiFPN
structure
make
full
deep,
shallow
original
feature
information
strengthen
fusion,
reduce
loss
during
convolution
process,
improve
accuracy.
Secondly,
ECA
attention
mechanism
combined
in
backbone
part
important
channels.
Finally,
bounding
box
function
replaced
by
SIoU
function,
where
penalty
term
redefined
taking
vector
angle
between
required
regressions
into
account.
The
experimental
results
show
that
model
this
paper
has
higher
performance
compared
with
other
comparison
models.
Based
our
experiments,
yields
80.2%
mAP
GC10-DET
dataset
81.9%
NEU-DET
high
speed,
which
better
than
existing
Sensors,
Journal Year:
2022,
Volume and Issue:
22(6), P. 2087 - 2087
Published: March 8, 2022
The
21st
century
has
seen
rapid
changes
in
technology,
industry,
and
social
patterns.
Most
industries
have
moved
towards
automation,
human
intervention
decreased,
which
led
to
a
revolution
industries,
named
the
fourth
industrial
(Industry
4.0).
Industry
4.0
or
(IR
4.0)
relies
heavily
on
Internet
of
Things
(IoT)
wireless
sensor
networks
(WSN).
IoT
WSN
are
used
various
control
systems,
including
environmental
monitoring,
home
chemical/biological
attack
detection.
devices
applications
process
extracted
data
from
transmit
them
remote
locations.
This
systematic
literature
review
offers
wide
range
information
4.0,
finds
research
gaps,
recommends
future
directions.
Seven
questions
addressed
this
article:
(i)
What
contributions
IR
4.0?
(ii)
(iii)
types
coverage
areas
for
(iv)
major
network
intruders
systems?
(v)
prominent
security
attacks
IoT?
(vi)
significant
issues
frameworks?
(vii)
limitations
gaps
existing
work?
study
mainly
focuses
solutions
new
techniques
automate
4.0.
In
research,
we
analyzed
over
130
articles
2014
until
2021.
paper
covers
several
aspects
designing
phase
needs,
deployment
stage
classification
network,
difficulties,
challenges,
Energies,
Journal Year:
2022,
Volume and Issue:
15(17), P. 6276 - 6276
Published: Aug. 28, 2022
In
the
era
of
Industry
4.0,
manufacturing
and
production
systems
were
revolutionized
by
increasing
operational
efficiency
developing
implementing
new
business
models,
services,
products.
Concretely,
milestone
set
for
4.0
was
to
improve
sustainability
systems.
By
extension,
emphasis
focused
on
both
digitization
digitalization
systems,
providing
room
further
improvement.
However,
current
technological
evolution
is
more
system/machine-oriented,
rather
than
human-oriented.
Thus,
several
countries
have
begun
orchestrating
initiatives
towards
design
development
human-centric
aspect
technologies,
which
has
been
coined
as
5.0.
The
impact
5.0
will
extend
societal
transformation,
eventually
leads
generation
a
society,
Society
developments
be
social
tools
technologies
introduced
under
framework
4.0.
Therefore,
human
well-being
at
heart
what
comes
next,
5.0,
subset
build
foundations
laid
during
emphasizing
human-centered,
resilient,
sustainable
design.
Consequently,
authors
in
this
research
work,
through
critical
literature
review,
aim
provide
adequate
reasoning
considering
enabling
coexistence
industry
emerging
trends
needs.
contribution
work
extends
provision
facilitate
transition
from
Applied System Innovation,
Journal Year:
2022,
Volume and Issue:
5(1), P. 27 - 27
Published: Feb. 17, 2022
The
term
Industry
4.0,
coined
to
be
the
fourth
industrial
revolution,
refers
a
higher
level
of
automation
for
operational
productivity
and
efficiency
by
connecting
virtual
physical
worlds
in
an
industry.
With
4.0
being
unable
address
meet
increased
drive
personalization,
5.0
was
addressing
personalized
manufacturing
empowering
humans
processes.
onset
is
observed
have
various
views
how
it
defined
what
constitutes
reconciliation
between
machines.
This
serves
as
motivation
this
paper
identifying
analyzing
themes
research
trends
using
text
mining
tools
techniques.
Toward
this,
abstracts
196
published
papers
based
on
keyword
“Industry
5.0”
search
IEEE,
science
direct
MDPI
data
bases
were
extracted.
Data
cleaning
preprocessing
performed
further
analysis
apply
techniques
key
terms
extraction
frequency
analysis.
Further
topic
i.e.,
unsupervised
machine
learning
method
used
exploring
data.
It
that
artificial
intelligence
(AI),
big
data,
supply
chain,
digital
transformation,
learning,
internet
things
(IoT),
are
among
most
often
several
enablers
been
identified
researchers
5.0.
Five
major
addressing,
chain
evaluation
optimization,
enterprise
innovation
digitization,
smart
sustainable
manufacturing,
transformation
driven
IoT,
AI,
Big
Data,
Human-machine
connectivity
classified
literature,
highlighting
can
explored.
theme
gateway
towards
human
co-existence
gaining
more
interest
community
recent
years.
Sustainable Production and Consumption,
Journal Year:
2022,
Volume and Issue:
33, P. 716 - 737
Published: Aug. 5, 2022
Scholars
believe
that
the
newly
introduced
Industry
5.0
has
potential
to
move
beyond
profit-centered
productivity
of
4.0
and
promote
sustainable
development
goals
such
as
human-centricity,
socio-environmental
sustainability,
resilience.
However,
little
been
done
understand
how
this
ill-defined
phenomenon
may
deliver
its
indented
sustainability
values
despite
these
speculative
promises.
To
address
knowledge
gap,
present
study
developed
a
strategy
roadmap
explains
mechanism
by
which
delivers
intended
functions.
The
first
reference
model
describes
technical
functional
properties
phenomenon.
further
conducted
content-centric
synthesis
literature
identified
functions
5.0.
Next,
interpretive
structural
modeling
(ISM)
technique
was
employed
identify
sequential
relationships
among
construct
5.0-enabled
development.
ISM
involved
collecting
opinions
11
experts
through
expert
panel
meetings.
Results
revealed
16
Circular
intelligent
products,
employee
assistance,
automation,
open
innovation,
renewable
integration,
supply
chain
adaptability
are
examples
identified.
These
highly
interrelated
should
be
in
specific
order
so
synergies
complementarities
them
would
maximize
value
gains.
5.0-driven
is
expected
provide
better
understanding
ways
can
contribute
development,
explaining
managed
their
contribution
values.
also
highlights
important
avenues
for
future
research,
emphasizing
enablers
Government
or
Corporate
Governance
Agriculture,
Journal Year:
2021,
Volume and Issue:
12(1), P. 40 - 40
Published: Dec. 30, 2021
Modern-day
agriculture
supply
chains
have
evolved
from
sovereign
and
autonomous
local
stakeholders
to
a
worldwide
interconnected
system
of
multiple
participants
linked
by
complicated
interactions,
impacting
the
production,
processing,
transportation,
delivery
food
end
consumers.
Regular
instances
fraudulent
acts
reveal
lack
openness
in
chains,
raising
worries
about
financial
losses,
eroding
customer
trust,
lowering
corporate
brand
value.
To
develop
an
efficient
reliable
trading
environment,
several
fundamental
modifications
present
chain
architecture
are
required.
There
is
broad
consensus
that
blockchain
can
improve
transparency
agriculture-food
(agri-food
SCs).
Consumers
now
demand
safe,
sustainable,
equitable
production
processes,
businesses
using
blockchains
internet
things
meet
these
needs.
For
enhanced
responsiveness
agri-food
SCs,
new
concepts
combine
with
various
Industry
5.0
technologies
(e.g.,
technology,
big
data,
(IoT),
radio
frequency
identification
(RFID),
near
field
communication
(NFC),
etc.).
It
critical
cut
through
hype
examine
technology’s
limits,
which
might
stymie
its
acceptance,
implementation,
scalability
chains.
This
study
presents
Agri-SCM-BIoT
(Agriculture
Supply
Chain
Management
Blockchain
Internet
things)
address
storage
optimization,
interoperability,
security
privacy
issues
security,
personal
data
along
concerns
single-chain
systems.
We
also
discussed
classification
threats
IoT
infrastructure
possible
available
blockchain-based
defense
mechanisms.
Finally,
we
features
proposed
architecture,
followed
conclusion
future
work.
