Applied Mathematics and Nonlinear Sciences,
Journal Year:
2023,
Volume and Issue:
8(2), P. 1325 - 1338
Published: April 28, 2023
Abstract
The
global
ecological
environment
is
fragile,
and
large-scale
coal
mining
has
accelerated
the
loss
of
water
resources,
but
it
difficult
to
quantify
its
impact.
Studies
have
found
that
a
particularly
large
impact
on
underflow
zone
rivers,
blind
affects
environmental
damage
loses
volume
river.
lack
compensation
mechanism
for
caused
by
often
exacerbates
province’s
fragile
environment.
This
paper
analyzes
prediction
First
all,
determine
area
mine
collect
data.
Then,
lost
was
calculated
as
predicted
score
using
double
integro-differential
equation.
Finally,
GA-BiLSTM
model
proposed
predict
capacity.
experimental
results
show
mean
absolute
error
(MAE),
root
square
(RMSE),
pass
rate
are
11.78/%,
24.87/%,
92/%,
respectively,
average
relative
only
9.98%.
Compared
with
BP,
SVM,
LSTM,
Bi-LSTM
neural
network
better
accuracy.
also
good
reliability
practicability,
which
can
provide
new
idea
method
analysis
Energies,
Journal Year:
2024,
Volume and Issue:
17(10), P. 2289 - 2289
Published: May 9, 2024
The
novelty
of
the
paper
is
analysis
possibilities
reducing
operating
costs
a
mine
water
pumping
station
in
an
abandoned
coal
mine.
To
meet
energy
needs
and
reduce
carbon
footprint,
“green”
from
photovoltaic
farm
was
used.
Surplus
green
generated
during
peak
production
stored
form
hydrogen
electrolysis
process.
Rainwater
process
are
still
underutilized
sources
for
increasing
resources
stress
European
Union.
article
presents
using
these
waters,
after
purification,
by
electrolysis.
also
three
variants
that
ensure
self-sufficiency
proposed
concepts
operation
station.
Energies,
Journal Year:
2022,
Volume and Issue:
15(10), P. 3518 - 3518
Published: May 11, 2022
The
European
Union’s
climate
policy
and
the
energy
transition
associated
with
it
force
individual
countries,
their
economies
industrial
sectors
to
carry
out
thorough
changes,
often
of
a
deep,
high-cost
restructuring
nature.
aim
article
is
provide
multidimensional
assessment
forms
effects
coal
mining
companies
in
Poland
light
current
process.
research
problem
encapsulated
within
following
two
interdependent
questions:
Has
process
allowed
industry
achieve
sufficient
efficiency
sustainably
compete
open
market,
what
extent,
if
at
all,
have
objectives
been
achieved
from
perspective
changes
mix?
covers
all
included
official
statistics.
It
adopts
long-term
(1990–2020),
dating
beginning
systemic
transformation
Poland.
involved
use
multivariate
financial
analysis
methods,
including
logit
model
for
predicting
degree
threat,
as
well
taxonomic
methods
assessing
dissimilarity
structures
concentration.
general
conclusion
that
there
has
lack
consistency
(follow-up)
between
on
one
hand
composition
country’s
mix
result
other.
In
particular,
this
means
such
restructuring,
being
neither
effective
nor
efficient,
failed
accelerate
change
mix.
Journal of Cleaner Production,
Journal Year:
2024,
Volume and Issue:
468, P. 143018 - 143018
Published: June 26, 2024
The
European
Union
climate
policy
and
the
subsequent
energy
transition
are
expected
to
cause
fundamental
changes
in
individual
EU
countries,
their
economies,
industrial
sectors.
Furthermore,
order
achieve
them,
high
financial
outlays
essential.
main
purpose
of
article
is
present
a
comparative
analysis
pace,
directions,
factors
Poland
Spain
against
policy.
In
particular,
subject
study
fuel
structure
electricity
generation
(energy
mix)
concentration
generation.
concentrates
on
background
group
EU27
countries.
adopted
long-term
perspective
(1990–2020).
methodology
used
taxonomic
measures
variability
structures
concentration,
as
well
descriptive
mathematical
statistics.
result
research
proves
that
common
has
explicitly
accelerated
mix,
both
studied
including
those
traditionally
based
coal.
demonstrated
an
increase
diversification
resulting
significant
share
renewable
low-carbon
sources.
additionally
proved
there
was
parallel
process
towards
making
mix
countries
more
similar
EU27.
limitation
triangulation
arrangement
(EU27,
EU15,
accessed
after
2004),
enforced
this
pilot
research,
but
possible
expand
field
perception
research.
What
serves
proof
originality
fulfilment
gaps
degree
especially
intensity
its
similarity.
application
value
use
policies
coal
for
indication
taken
position,
goals,
ways
them
experience
other
Energies,
Journal Year:
2024,
Volume and Issue:
17(10), P. 2396 - 2396
Published: May 16, 2024
This
paper
presents
a
thorough
examination
of
methane
capture
from
Polish
coal
mines,
contextualized
within
the
framework
European
Union’s
(EU)
climate
policy
objectives.
Through
strategic
analysis
encompassing
interior
surrounding
environment,
and
macro
this
study
elucidates
complex
dynamics
involved
in
emissions
initiatives.
The
key
findings
include
declining
trend
absolute
since
2008,
despite
fluctuations
extraction
volumes,
relatively
stable
level
exceeding
300
million
m3/year
2014.
underscores
critical
role
government
support,
both
terms
financial
incentives
streamlined
regulatory
processes,
to
facilitate
integration
technologies
into
mining
operations.
Collaboration
through
partnerships
stakeholder
engagement
emerges
as
essential
for
overcoming
resource
competition
ensuring
long-term
success
projects.
also
highlights
economic
environmental
opportunities
presented
by
reserves,
emphasizing
importance
investment
efficient
technologies.
Despite
these
advancements,
challenges
persist,
particularly
regarding
low
efficiency
current
de-methanation
Recommendations
modernization
technological
innovation
are
proposed
enhance
utilization.
Energies,
Journal Year:
2024,
Volume and Issue:
17(10), P. 2357 - 2357
Published: May 14, 2024
Global
warming
increases
the
risk
of
power
outages.
Mine
water
pumping
stations
pump
approximately
100
million
m3
per
year
(2023).
The
cessation
mine
would
expose
neighboring
mines
and
lower
lying
areas
to
flooding.
have
some
containment,
but
a
prolonged
shutdown
could
cause
environmental
problems.
Remediation
resulting
damage
be
costly
time-consuming.
combination
problems
dewatering
abandoned
storing
energy
in
form
hydrogen
ensure
continuity
supply
has
not
been
subject
extensive
scientific
research.
purpose
this
paper
was
develop
options
for
protecting
against
“blackout”
phenomenon
assess
their
investment
relevance.
Six
technically
feasible
modernization
were
designed
analyzed
study.
All
station
include
storage
generated
green
hydrogen.
For
Q1
2024
conditions,
option
with
partial
retail
sale
produced
increased
volume
treatment
is
recommended
implementation.
Journal of Open Innovation Technology Market and Complexity,
Journal Year:
2022,
Volume and Issue:
8(2), P. 75 - 75
Published: April 24, 2022
Growing
competition
in
the
education
economy
has
caused
companies
to
look
for
new
innovative
solutions
that
can
increase
their
competitiveness.
These
processes
practically
concern
whole
world,
and
development
of
technologies
are
related
concepts
Industry
4.0
sustainable
accelerated
innovation
even
more.
In
order
adapt
these
trends,
taking
extensive
measures
apply
implement
solutions.
The
use
an
open
business
model
is
based,
example,
on
concept
(OI)
could
be
helpful
this
process.
By
reinforcing
own
with
external
ideas
proposals
by
cooperating
joint
projects,
have
chance
maintain
beneficial
relationships
customers
remain
competitive.
This
also
applies
mining
industry,
which
production
additionally
affected
natural
hazards
associated
environment
carried
out.
article
presents
a
relevant
example
using
OI
develop
method
reducing
fire
hazard
spontaneous
combustion
coal
underground
mines.
was
based
tests
were
conducted
Silesian
University
Technology.
Since
enterprise
question
looking
solution
problem
formation
endogenous
fires,
it
cooperation.
exchange
knowledge
resulted
successfully
applied
mine.
paper
cooperation
between
research
unit
included
knowledge,
significantly
enriched
both
sides
project.
It
discusses
developed,
involved
identify
potential
locations
fires
installation
supply
certain
substances
areas
limit
occurrence
fires.
results
research,
confirm
effectiveness
developed
method,
presented.
application
IO
scientific
industry
made
possible
solve
specific
current
significant
impact
efficiency
companies.
implementation
prevented
endogenic
fire,
process
proceeded
without
any
major
disturbance.
together
create
possibility
generating
quickly
commercialized
implemented.
Thus,
great
opportunity
knowledge-based
economy.
Applied Sciences,
Journal Year:
2022,
Volume and Issue:
12(21), P. 11064 - 11064
Published: Nov. 1, 2022
The
COVID-19
pandemic
with
subsequent
economic
fluctuations
during
consecutive
epidemics
waves
and
preventive
measures
in
the
form
of
lockdowns,
Russia’s
invasion
Ukraine
have
had
a
meaningful
impact
on
European
economy,
including
energy
market.
These
events
caused
an
increase
prices
many
products,
fossil
fuels,
also
lack
their
availability.
changes
inspired
authors
to
conduct
research
current
situation
Poland
field
renewable
coal.
paper
describes
development
RES
(mainly
photovoltaic
sources)
change
generation
profile
case
Poland.
article
analyzes
(renewable
reduction
CO2
emissions.
conducted
analysis
was
based
historical
similarity
replacement
conventional
(carbon)
sources
by
PV
(photovoltaics)
determining
how
cases
(%),
specific
carbon
source
will
be
displaced.
Based
prepared
forecast,
it
determined
that
end
year,
installed
capacity
reach
level
11,213
MWp
(in
wind
energy,
7875
MWp).
Replacement
(reduction
consumption)
approximately
1.5
million
Mg
hard
coal
2.87
lignite
concluded
possible
(~4.4%
6.3%
hard-coal
volume
used
for
production).
Limiting
this
reduce
emissions
entire
NPS
5.24
(−5%)
2022.
Sustainability,
Journal Year:
2023,
Volume and Issue:
15(13), P. 9980 - 9980
Published: June 23, 2023
This
study
presents
the
econometric
model
for
Polish
mining
industry
on
topic
of
configuration
path
decarbonisation
based
coal
mine
methane
(CMM).
CMM
is
released
from
mines
around
world,
including
Poland.
taken
into
account
in
countries
with
highest
underground
production.
Over
past
ten
years,
emissions
have
been
gaining
greater
attention
due
to
their
status
as
We
accept
greenhouse
gas
(GHG)
and
potential
use
a
clean
energy
resource.
The
very
important
problem
plants
system
controlling
level
methane.
In
this
paper,
we
present
an
production
linear
programming,
taking
both
market
considerations
amount
air
mines.
can
control
industry.
Moreover,
be
used
strategy
according
European
toward
net
zero
(2050).
Scientific Papers of Silesian University of Technology Organization and Management Series,
Journal Year:
2024,
Volume and Issue:
2024(194), P. 295 - 314
Published: Jan. 1, 2024
Purpose:
Growing
global
warming
increases
the
threat
of
energy
supply
security
in
form
“blackout”
phenomenon.
Pumping
stations
pump
out
approximately
100
million
m3
water
annually
(data
from
2023).
Discontinuation
mine
pumping
would
expose
neighbouring
mines
and
lower-lying
areas
to
flooding.
Design/methodology/approach:
For
designed
database
functional
scenarios
station,
optimal
variant
was
selected
based
on
economic
ecological
criteria
as
well
criterion.
Findings:
The
research
analyzed
five
technically
feasible
variants
modernization
stations.
Each
is
characterized
by
a
different
degree
level
meeting
demand.
Research
limitations/implications:
All
station
provide
for
production
electricity
own
needs.
investment
attractiveness
factors
should
be
taken
into
account
while
making
decisions.
It
up
decision-maker
make
final
multi-criteria
decision
so
implement
variant.
Practical
implications:
One
challenge
ensure
supplies
event
sudden
shortage.
have
some
retention,
nevertheless
longer
shutdown
time
could
lead
environmental
problems.
Removing
damage
definitely
require
large
financial
expenditures
take
several
years.
Social
planned
project
can
positive
impact
local
community
economy.
projects
discussed
will
create
new
markets
related
"green
energy".
Originality/value:
aim
article
assess
relevance
safety
power
combination
problems
drainage
liquidated
mines,
use
renewable
sources
storage
improve
has
not
been
subject
scientific
far.
Keywords:
storage,
energy,
hydrogen
extraction,
revitalization
post-mining
installations.
Category
paper:
paper,
conceptual
case
study