Computers & Industrial Engineering,
Journal Year:
2024,
Volume and Issue:
189, P. 109927 - 109927
Published: Jan. 23, 2024
The
challenges
of
climate
change
and
resource
scarcity
have
led
policymakers
around
the
globe
to
strengthen
concept
circular
economy.
Legislation
towards
extended
producer
responsibility
means
that
recovery
parts
material
from
end-of-life
(EOL)
products
is
increasingly
imposed
as
a
mandatory
task
for
manufacturers
across
various
industries.
Consequently,
EOL
decision-making
has
emerged
relevant
topic
in
management
science.
Recent
research
addressed
environmental
impact
operations
by
considering
energy
usage
or
carbon
emissions
variable
disassembly
sequences
options.
This
paper
deals
with
selective
planning
scheduling
multiple
dismantling
shop
considers
results
process
stage.
It
extends
previous
formulations
flexible
levels
modes.
In
multi-objective
optimization
problem,
there
trade-off
between
potential
time
savings,
ecological
process-related
emissions,
penalty
associated
damaged
parts,
unseparated
modules,
unpurified
materials.
A
mathematical
formulation
presented
demonstrated
using
case
study
engine
disassembly.
Next,
genetic
algorithm
(MOGA)
developed
tested
synthetic
problem
data.
As
shown
computational
experiments,
MOGA
outperforms
exact
model
more
complex
settings
produces
competitive
fraction
required
commercial
solver.
Advances in Applied Energy,
Journal Year:
2023,
Volume and Issue:
10, P. 100135 - 100135
Published: April 6, 2023
As
one
of
the
most
important
and
advanced
technology
for
carbon-mitigation
in
building
sector,
performance
simulation
(BPS)
has
played
an
increasingly
role
with
powerful
support
energy
modelling
(BEM)
energy-efficient
designs,
operations,
retrofitting
buildings.
Owing
to
its
deep
integration
multi-disciplinary
approaches,
researchers,
as
well
tool
developers
practitioners,
are
facing
opportunities
challenges
during
application
BEM
at
multiple
scales
stages,
e.g.,
building/system/community
levels
planning/design/operation
stages.
By
reviewing
recent
studies,
this
paper
aims
provide
a
clear
picture
how
performs
solving
different
research
questions
on
varied
phase
spatial
resolution,
focus
objectives
frameworks,
methods
tools,
applicability
transferability.
To
guide
future
applications
performance-driven
management,
we
classified
current
trends
into
five
topics
that
span
through
stages
levels:
(1)
Simulation
design
new
retrofit
design,
(2)
Model-based
operational
optimization,
(3)
Integrated
using
data
measurements
digital
twin,
(4)
Building
supporting
urban
planning,
(5)
Modelling
building-to-grid
interaction
demand
response.
Additionally,
recommendations
discussed,
covering
potential
occupancy
behaviour
modelling,
machine
learning,
quantification
model
uncertainties,
linking
monitoring
systems.
Processes,
Journal Year:
2022,
Volume and Issue:
10(1), P. 98 - 98
Published: Jan. 4, 2022
NSGA-II
is
an
evolutionary
multi-objective
optimization
algorithm
that
has
been
applied
to
a
wide
variety
of
search
and
problems
since
its
publication
in
2000.
This
study
presents
review
bibliometric
analysis
numerous
adaptations
addressing
scheduling
problems.
paper
divided
into
two
parts.
The
first
part
discusses
the
main
ideas
different
computation
methods
for
provides
problems,
such
as
production
personnel
scheduling.
Moreover,
brief
comparison
algorithms
provided,
followed
by
summary
state-of-the-art
works
on
application
next
detailed
focusing
applications
obtained
from
Scopus
Web
Science
(WoS)
databases
based
keyword
network
analyses
were
conducted
identify
most
interesting
subject
fields.
Additionally,
several
criteria
are
recognized
which
may
advise
scholars
find
key
gaps
field
develop
new
approaches
future
works.
final
sections
present
aims
studies,
along
with
conclusions
discussion.
