Computer Science & IT Research Journal,
Journal Year:
2024,
Volume and Issue:
5(6), P. 1335 - 1357
Published: June 7, 2024
The
review
explores
the
application
of
machine
learning
(ML)
to
improve
accuracy
instrumentation
in
oil
and
gas
industry.
paper
discusses
challenges
faced
how
ML
can
be
utilized
address
these
challenges.
It
highlights
benefits
using
ML,
such
as
improved
data
accuracy,
reduced
maintenance
costs,
enhanced
operational
efficiency.
also
covers
future
prospects
industry
concludes
with
a
call
action
for
companies
adopt
technologies
accuracy.
In
industry,
accurate
is
crucial
ensuring
safe
efficient
operations.
However,
maintaining
high
levels
challenging
due
factors
environmental
conditions,
equipment
aging,
human
error.
Machine
offers
promising
solution
enhance
by
leveraging
data-driven
insights
monitoring
control
systems.
algorithms
analyze
large
volumes
from
various
sensors
identify
patterns
anomalies
that
may
indicate
potential
issues.
By
continuously
new
data,
models
adapt
changing
conditions
their
over
time.
This
proactive
approach
help
prevent
failures,
minimize
downtime,
optimize
production
processes.
Furthermore,
reduce
costs
enabling
predictive
strategies.
analyzing
performance
predict
when
likely
needed,
allowing
operators
schedule
activities
proactively.
avoid
costly
unplanned
downtime
need
unnecessary
checks.
Overall,
extraction
significant
benefits.
efficiency,
safety.
As
continue
advance,
enhancing
look
promising.
Companies
embrace
stand
gain
competitive
edge
improving
reducing
risks.
Keywords:
Leveraging,
Enhance,
Instrumentation
Accuracy,
Oil
Gas
Extraction.
Engineering Science & Technology Journal,
Journal Year:
2024,
Volume and Issue:
5(5), P. 1657 - 1677
Published: May 5, 2024
This
executive
summary
introduces
the
concept
paper
on
Green
Architecture,
focusing
specifically
integration
of
vertical
greenery
in
urban
design.
architecture,
characterized
by
sustainable
design
principles
and
environmental
consciousness,
aims
to
enhance
environments
incorporating
vegetation
into
built
structures.
Vertical
greenery,
a
key
component
green
involves
strategic
placement
surfaces
such
as
walls,
facades,
rooftops.
explores
potential
mitigate
issues
areas,
improve
air
quality,
reduce
heat
island
effect,
biodiversity.
The
proposes
conceptual
framework
for
conceptualizing
design,
emphasizing
importance
integrating
natural
elements
environment.
It
discusses
various
strategies
implementing
including
selection
suitable
plant
species,
considerations
irrigation
structural
stability,
incorporation
planning
processes.
Moreover,
highlights
social
economic
benefits
improved
health
well-being
residents,
increased
property
values,
enhanced
aesthetics
spaces.
also
emphasizes
role
stakeholder
engagement,
interdisciplinary
collaboration,
ongoing
monitoring
evaluation
successful
implementation
projects.
In
conclusion,
this
outlines
significance
practices
means
promote
sustainability,
resilience,
livability
cities.
By
embracing
architecture
landscapes,
cities
can
create
healthier,
more
vibrant,
environmentally
communities
current
future
generations.
Keywords:
Urban,
Design,
Green,
Vertical.
International Journal of Management & Entrepreneurship Research,
Journal Year:
2024,
Volume and Issue:
6(5), P. 1512 - 1532
Published: May 4, 2024
Sustainable
Architecture:
Envisioning
Self-Sustaining
Buildings
for
the
Future
explores
imperative
sustainable
design
practices
in
construction
industry.
With
global
environmental
challenges
becoming
increasingly
urgent,
need
buildings
that
are
not
just
energy-efficient
but
also
self-sustaining
is
paramount.
This
report
delves
into
principles,
technologies,
and
strategies
can
transform
traditional
structures
reduce
impact
enhance
quality
of
life.
The
begins
by
highlighting
pressing
architecture,
emphasizing
role
contributing
to
carbon
emissions,
resource
depletion,
degradation.
It
then
outlines
key
principles
including
energy
efficiency,
water
conservation,
waste
reduction,
use
environmentally
friendly
materials.
A
major
focus
on
innovative
technologies
be
employed
create
buildings.
These
include
passive
such
as
orientation,
shading,
natural
ventilation,
well
active
like
solar
panels,
rainwater
harvesting
systems,
green
roofs.
Case
studies
successful
from
around
world
illustrate
practical
application
these
technologies.
Finally,
discusses
barriers
implementing
cost
considerations,
lack
awareness,
regulatory
hurdles.
concludes
with
a
call
action
stakeholders
industry
embrace
work
towards
creating
built
environment
regenerative,
positively
planet
its
inhabitants.
"Sustainable
Future"
provides
comprehensive
overview
drive
transition
more
environment.
serves
valuable
architects,
designers,
policymakers,
anyone
interested
future.
Keywords:
Sustainability,
Building,
Future,
Architecture.
International Journal of Science and Research Archive,
Journal Year:
2024,
Volume and Issue:
12(1), P. 114 - 124
Published: May 5, 2024
As
the
oil
and
gas
industry
increasingly
explores
deeper
more
remote
offshore
sites,
maintenance
of
subsea
infrastructure
becomes
paramount.
The
use
Artificial
Intelligence
(AI)
in
offers
promising
solutions
to
enhance
safety
efficiency
these
challenging
environments.
This
review
strategic
approaches
integrating
AI
into
operations.
facilitates
predictive
by
analyzing
vast
amounts
data
collected
from
sensors
historical
records.
Machine
learning
algorithms
can
detect
patterns
predict
equipment
failures
before
they
occur,
enabling
proactive
scheduling.
capability
reduces
downtime
minimizes
risk
accidents
addressing
potential
issues
escalate.
AI-enabled
autonomous
underwater
vehicles
(AUVs)
remotely
operated
(ROVs)
play
a
crucial
role
inspections
repairs.
These
AI-enhanced
robots
navigate
complex
environments,
perform
inspections,
execute
tasks
with
greater
precision
than
human
divers.
By
reducing
need
for
intervention
hazardous
AI-driven
AUVs
ROVs
significantly
improve
safety.
Furthermore,
optimize
schedules
based
on
factors
such
as
condition,
environmental
conditions,
operational
requirements.
dynamically
adjusting
plans,
operators
maximize
uptime
while
minimizing
costs
risks.
approach
ensures
that
activities
are
conducted
at
most
opportune
times,
likelihood
unplanned
improving
overall
efficiency.
Moreover,
condition-based
strategies,
where
health
is
continuously
monitored
real-time.
Sensors
installed
collect
temperature,
pressure,
vibration,
which
then
analyzed
assess
condition.
detecting
early
signs
degradation
or
malfunction,
enables
timely
interventions,
preventing
costly
breakdowns
ensuring
optimal
performance.
In
addition
maintenance,
analytics
offer
insights
performance
asset
integrity.
various
sources,
including
sensors,
records,
logs,
identify
trends,
anomalies,
optimization
opportunities.
enable
make
data-driven
decisions
system
reliability
Strategic
implementing
require
collaboration
between
technology
providers,
operators,
regulatory
bodies.
Establishing
standards
guidelines
applications
operations
ensure
safety,
reliability,
interoperability.
investing
research
development
robotics
essential
unlock
full
maintenance.
significant
benefits
terms
leveraging
analytics,
robotics,
real-time
monitoring,
activities,
reduce
downtime,
minimize
collaboration,
investment,
commitment
advancing
meet
challenges
Challenges,
Journal Year:
2025,
Volume and Issue:
16(1), P. 12 - 12
Published: Feb. 10, 2025
The
global
shift
towards
renewable
energy
sources
(RESs)
presents
significant
challenges
to
power
grid
stability,
particularly
in
grids
with
a
high
penetration
of
inverter-based
resources
(IBRs).
RESs
is
critical
improve
planetary
health;
however,
must
remain
reliable
and
affordable
throughout
the
transition
ensure
economies
can
thrive
infrastructure
remains
secure.
Towards
that
goal,
this
review
introduces
issues
declining
system
strength
inertia
such
grids,
illustrated
by
case
studies
curtailment
measures
employed
operators
deregulated
electricity
markets
Australia,
Ireland,
Texas.
In
these
high-IBR
markets,
has
become
essential
maintain
security.
This
paper
current
mitigation
strategies
used
discusses
their
limitations.
addition,
comprehensive
analysis
research
on
estimation
techniques,
modelling
approaches,
advanced
inverter
control,
particular
focus
virtual
inertia.
Future
directions
recommendations
are
outlined
based
identified
gaps.
These
intended
minimise
operator
intervention
RES
while
maintaining
operation.
insights
presented
provide
framework
guide
operators,
researchers,
policymakers
toward
enhancing
stability
targeting
100%
RES.
Marine and Freshwater Research,
Journal Year:
2025,
Volume and Issue:
76(5)
Published: March 19, 2025
Context
The
global
water
crisis
is
driven
by
human
overconsumption,
depleting
resources
faster
than
they
can
regenerate.
This
threatens
ecosystems
and
exacerbates
drought-related
shortages,
which
may
escalate
into
international
conflicts
if
not
properly
managed.
Aims
study
assesses
the
effectiveness
of
drought
indices
in
evaluating
managing
droughts
to
determine
their
role
developing
mitigation
plans
against
scarcity.
It
also
highlights
strategies
reduce
risks
prevent
future
through
proactive
approaches.
Methods
Drought
measure
severity
frequency
various
regions
identify
patterns
availability
most
drought-prone
areas.
In
addition
discussed
indices,
traditional
innovative
risk
management
for
will
be
analysed,
particularly
focusing
on
vulnerable
Key
results
Communities
mankind
are
becoming
more
exposed
meteorological
disasters
ranging
from
flooding
attributed
minimal
or
excess
rain.
Analysis
multi-dimensional
aspects
lead
better
understanding
how
activities,
such
as
mining
deforestation,
increase
this
natural
occurrence.
By
applying
knowledge,
we
avoid
practices
that
overheighten
effects
dry
weather
conditions.
growing
population
means
new
approaches
necessary
food
sustainability
security
balance
with
environmental
protection
resource
conservation.
Conclusion
concludes
large-scale
engineering
projects
relief
harm
agricultural
land,
advocating
sustainable,
eco-friendly
solutions.
emphasises
need
improved
conservation
efforts,
prioritising
replenishment
over
artificial
interventions.
Implications
findings
advocate
nature-based
ecological
damage,
enhance
long-term
resilience,
emphasise
cooperation
conflicts,
linking
ecosystem
sustainability.
Engineering Science & Technology Journal,
Journal Year:
2024,
Volume and Issue:
5(6), P. 1909 - 1929
Published: June 6, 2024
Liquefied
natural
gas
(LNG)
has
emerged
as
a
crucial
component
of
the
global
energy
mix,
driving
need
for
innovative
technologies
to
enhance
efficiency
and
safety
in
LNG
operations.
This
abstract
provides
an
overview
key
technological
innovations
operations,
focusing
on
their
impact
safety.
Efficiency
operations
is
essential
minimize
costs
reduce
environmental
impact.
One
significant
innovation
development
advanced
liquefaction
processes,
such
use
mixed
refrigerant
cycles
dual
which
improve
plants.
Additionally,
advancements
boil-off
re-liquefaction
enable
recovery
re-use
gas,
further
enhancing
efficiency.
Safety
paramount
due
flammable
nature
LNG.
Technological
have
significantly
improved
measures,
including
leak
detection
emergency
shutdown
systems.
For
instance,
fiber-optic
sensing
technology
enables
real-time
monitoring
pipelines
storage
tanks,
early
capabilities.
Furthermore,
implementation
robust
management
systems
simulation
response
planning
enhanced
The
integration
digital
technologies,
artificial
intelligence
(AI)
Internet
Things
(IoT),
transforming
AI
algorithms
can
optimize
plant
by
analyzing
vast
amounts
data
predict
maintenance
needs.
IoT
devices
equipment
performance
conditions,
In
conclusion,
are
improvements
revolutionizing
making
them
more
efficient,
cost-effective,
safe.
These
continued
growth
sustainability
industry
meeting
demands.
Keywords:
Innovations,
LNG,
Operations,
Enhancing
Efficiency,
Safety.
World Journal of Biology Pharmacy and Health Sciences,
Journal Year:
2024,
Volume and Issue:
18(2), P. 192 - 203
Published: May 15, 2024
Subsea
operations
play
a
vital
role
in
various
industries,
including
oil
and
gas,
renewable
energy,
telecommunications.
However,
these
come
with
inherent
risks
to
human
lives,
the
environment,
operational
integrity.
This
abstract
presents
comprehensive
approach
promoting
high
health,
safety,
environmental
(HSE)
standards
during
subsea
operations.
The
importance
of
adhering
HSE
cannot
be
overstated,
as
they
serve
safeguard
against
potential
accidents,
damage,
reputational
harm.
paper
outlines
regulatory
framework
industry
governing
operations,
emphasizing
necessity
compliance
consequences
non-compliance.
Risk
assessment
management
are
essential
components
ensuring
safety
Strategies
for
identifying,
assessing,
mitigating
discussed,
alongside
continuous
improvement
through
training
competency
development.
Furthermore,
technology
innovation
crucial
enhancing
efficiency
From
remote
monitoring
systems
autonomous
vehicles,
advancements
offer
new
opportunities
minimize
improve
performance.
Collaboration
among
stakeholders,
players,
government
agencies,
research
institutions,
is
driving
progress
standards.
Effective
communication
information
sharing
facilitate
exchange
best
practices
lessons
learned,
fostering
culture
improvement.
In
conclusion,
prioritizing
paramount
sustainable
responsible
By
embracing
collaboration,
innovation,
improvement,
stakeholders
can
collectively
ensure
personnel,
protect
uphold
integrity
Computer Science & IT Research Journal,
Journal Year:
2024,
Volume and Issue:
5(6), P. 1335 - 1357
Published: June 7, 2024
The
review
explores
the
application
of
machine
learning
(ML)
to
improve
accuracy
instrumentation
in
oil
and
gas
industry.
paper
discusses
challenges
faced
how
ML
can
be
utilized
address
these
challenges.
It
highlights
benefits
using
ML,
such
as
improved
data
accuracy,
reduced
maintenance
costs,
enhanced
operational
efficiency.
also
covers
future
prospects
industry
concludes
with
a
call
action
for
companies
adopt
technologies
accuracy.
In
industry,
accurate
is
crucial
ensuring
safe
efficient
operations.
However,
maintaining
high
levels
challenging
due
factors
environmental
conditions,
equipment
aging,
human
error.
Machine
offers
promising
solution
enhance
by
leveraging
data-driven
insights
monitoring
control
systems.
algorithms
analyze
large
volumes
from
various
sensors
identify
patterns
anomalies
that
may
indicate
potential
issues.
By
continuously
new
data,
models
adapt
changing
conditions
their
over
time.
This
proactive
approach
help
prevent
failures,
minimize
downtime,
optimize
production
processes.
Furthermore,
reduce
costs
enabling
predictive
strategies.
analyzing
performance
predict
when
likely
needed,
allowing
operators
schedule
activities
proactively.
avoid
costly
unplanned
downtime
need
unnecessary
checks.
Overall,
extraction
significant
benefits.
efficiency,
safety.
As
continue
advance,
enhancing
look
promising.
Companies
embrace
stand
gain
competitive
edge
improving
reducing
risks.
Keywords:
Leveraging,
Enhance,
Instrumentation
Accuracy,
Oil
Gas
Extraction.
