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(15), P. 3771 - 3771
Published: July 31, 2024
This
article
presents
the
concept
of
green
transformation
coal
mining
sector.
Pump
stations
that
belong
to
Spółka
Restrukturyzacji
Kopalń
S.A.
(SRK
S.A.,
Bytom,
Poland)
pump
out
approximately
100
million
m3
mine
water
annually.
These
protect
neighboring
mines
and
lower-lying
areas
from
flooding
subsurface
aquifers
contamination.
The
largest
cost
component
maintaining
a
pumping
station
is
expenditure
for
purchasing
electricity.
Investment
towards
renewable
energy
sources
will
reduce
environmental
footprint
operation
by
reducing
greenhouse
gas
emissions.
liquidation
an
exemplary
site
in
context
circular
economy
proposing
development/revitalization
presented.
involves
construction
complex
consisting
photovoltaic
farms
combined
with
efficient
storage
form
hydrogen
produced
electrolysis.
For
this
purpose,
potential
liquidated
sites
be
utilized,
including
use
pumped
wastewater.
conceptual.
In
order
reach
stated
objective,
body
literature
legal
regulations
was
analyzed,
empirical
study
conducted.
Various
scenarios
have
been
proposed.
options
presented
provide
full
or
nearly
self-sufficiency
proposed
concept.
effect
applying
any
option
upgrading
could
result
creation
jobs
are
alternatives
guarantee
asset
management.
Scientific Papers of Silesian University of Technology Organization and Management Series,
Journal Year:
2023,
Volume and Issue:
2023(182), P. 201 - 216
Published: Jan. 1, 2023
Purpose:
This
paper
proposes
a
new
method
for
the
initial
estimation
of
expenditures
necessary
to
carry
out
mine
decommissioning
processes.
Design/methodology/approach:
A
tool
preliminary
designed
liquidation
process
was
used,
based
on
selected
estimated
component
costs
coal
liquidation.
In
designing
method,
certain
functional
similarity
analyzed
mining
plants
assumed.
Findings:
Estimation
at
stage
design
work
is
important
support
company
process.
The
described
statistical
evaluation
and
allows
an
analysis
independent
scale
task.
forecast
can
be
obtained
once
least
one
processes
have
been
correctly
determined.
Adding
each
additional
cost
improves
accuracy
estimation.
Practical
implications:
key
issue
Polish
energy
sector
meet
requirements
European
Green
Deal
achieve
climate
neutrality
by
2050.
Just
Transition
moving
away
from
consumption,
considering
needs
concerns
communities
living
in
regions.
It
involves
economy,
which,
accordance
with
adopted
Sectoral
Agreement,
assumes
that
last
will
closed
2049.
hard
mines
complex
lengthy
process,
but
above
all
requires
large
economic
outlays.
Originality/value:
has
proposed.
proposed
used
as
possible
other
or
parts
mines.
useful
auxiliary
engineering
restructuring
post-mining
assets.
Keywords:
management,
companies,
mine,
decision-making,
multi-criteria
analysis.
Category
paper:
Research
paper.
Engineering Management in Production and Services,
Journal Year:
2023,
Volume and Issue:
15(3), P. 53 - 68
Published: Sept. 1, 2023
Abstract
The
fundamental
transformation
of
the
global
energy
sector
challenges
Polish
companies
to
define
new
organisational
goals.
To
a
large
extent,
these
objectives
determine
an
company’s
competitive
position
and
ability
develop
in
long
term.
However,
achieving
set
goals
requires
adequate
resources.
This
paper
mainly
aims
identify
assess
resources
used
achieve
companies.
Based
on
literature
review
data
collected
from
110
companies,
authors
identified
assessed
for
their
study
confirmed
that
pursued
by
are
interrelated.
Analysis
results
basic
postulated
showed
economic
goals,
such
as
“market
share
growth”,
“implementation
innovative
solutions”,
“quality
products/services”,
among
most
important.
held
important
implementing
separate
Human
received
highest
rating
were
considered
greatest
importance
implementation
“sector
development”,
“uninterrupted
supply”,
“sustainable
development”.
assesses
discusses
characteristics
companies’
contribution
this
is
highlighted
main
practical
implication
article
stress
existence
links
between
individual
highlight
different
resource
categories
they
possess
specific
objective
bundles.
Journal of Sustainable Mining,
Journal Year:
2024,
Volume and Issue:
23(4), P. 337 - 349
Published: June 13, 2024
The
restructuring
of
hard
coal
mining
requires
significant
budgetary
expenditures.
A
comprehensive
scientific
approach
may
facilitate
the
rationalisation
and
minimisation
mine
closure
costs.
This
study
proposes
a
method
for
preliminary
estimation
costs
time
required
potential
liquidation
mine.
In
addition
to
literature
review,
statistical
analysis
case
study,
personal
interviews
were
conducted
with
individuals
direct
management
over
restructuring,
reclamation
processes
pertaining
mines
undergoing
closure.
Management Systems in Production Engineering,
Journal Year:
2024,
Volume and Issue:
32(2), P. 192 - 201
Published: June 1, 2024
Abstract
The
European
Green
Deal
(EU
Deal)
has
set
the
direction
for
EU’s
energy
transition
towards
climate
neutrality
by
2050.
In
Poland,
this
means
moving
away
from
extraction
and
use
of
coal.
Social
Contract
Mining
Industry
signed
in
2021
states
necessity
last
mine
closure
2049.
Mine
is
a
complex,
lengthy
costly
process.
A
complex
scientific
solution
may
concern
rational
operations
minimization
costs.
This
article
presents
system
elementary
assessment
potential
time
cost
coal
liquidation.
Estimating
costs
early
design
phase
an
key
aspect
supporting
company
dealing
with
closure.
aim
research
was
to
improve
tool
assessing
liquidation
price.
extended
proposed
formed
on
base
statistics
past
mining
institution
processes.
method
can,
minor
modifications,
be
used
each
restructuring
revitalizing
task
industries
process
At
core
developed
preliminary
data
analysis,
which
should
confirmed
multi-criteria
estimation
planned
Energies,
Journal Year:
2024,
Volume and Issue:
17(20), P. 5157 - 5157
Published: Oct. 16, 2024
In
many
energy
policies,
including
Poland’s,
environmental
priorities
clash
with
the
issue
of
security.
With
these
contradictions
in
mind,
main
objective
article
is
a
comparative
analysis
domestic
production
and
imports
hard
coal
Poland
formulation
conclusions
for
policy
competitiveness.
The
covers
years
2018–2023
concerns
three
issues:
volume
directions
to
Poland,
qualitative
price
competitiveness
coal,
possibility
substituting
imported
coal.
research
used
statistical
analysis.
Indicators
structure
dynamics
as
well
were
also
used.
shows
that
importers
quite
diverse
includes
geographic
directions.
However,
until
2021,
it
was
dominated
by
Russia,
followed
Colombia,
indicating
fairly
homogeneous
supply
market
continuing
tendency
depend
on
single
importer.
Analysis
confirms
existence
balance
industrial
resources
whose
quality
parameters
(sulfur
content,
ash
calorific
value)
are
comparable
better
than
those
Polish
can
compete
terms
price.
From
2021
2023,
clearly
cheaper
foreign
above
circumstances,
difficult
unequivocally
assess
reasons
importing
justify
dependence
external
suppliers.
This
especially
relevant
since
mining
2020–2023
remains
stable
(periodically
even
increasing),
which
does
not
indicate
decisive
shift
away
from
an
resource.
Computational Intelligence and Neuroscience,
Journal Year:
2022,
Volume and Issue:
2022, P. 1 - 9
Published: Oct. 7, 2022
Aiming
at
the
integrated
evaluation
problem
of
financial
risk
in
coal
industry
restructuring,
a
model
linear
regression
and
PCA
is
put
forward.
This
paper
studies
univariate
correlation
multivariable
mixed
between
main
business
income
book
value
fixed
assets
nonfixed
statements
listed
companies
gives
function
variables
by
using
variety
linear,
nonlinear,
binary
methods.
It
also
points
out
that
enterprises
China
are
basically
stage
increasing
scale
present
can
continue
to
achieve
rapid
increase
profits
through
mergers
acquisitions
other
expansion
At
same
time,
it
concluded
assets,
namely,
intangible
human
capital,
contribute
more
China,
which
objectively
proves
correctness
our
thinking
developing
knowledge
economy.
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
