Advances in logistics, operations, and management science book series,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 14
Published: Dec. 6, 2024
This
chapter
examines
the
unique
challenges
and
opportunities
faced
by
rural
women
entrepreneurs,
shaped
socio-economic
cultural
factors.
Key
include
limited
access
to
financial
resources,
inadequate
infrastructure,
restrictive
societal
norms,
all
of
which
hinder
business
growth
sustainability.
Financial
barriers
are
significant,
as
often
lack
collateral
credit
histories
required
traditional
lending
institutions,
limiting
their
necessary
capital.
Social
norms
further
restrict
women's
ability
pursue
entrepreneurship,
prioritizing
household
roles
over
activities
networks
mentorship.
Infrastructural
deficiencies,
such
poor
transportation
unreliable
communication,
also
impede
operations
competitiveness.
However,
emerging
opportunities,
sustainable
development
digital
platforms,
provide
with
new
markets
ways
connect
consumers.
Addressing
these
will
empower
contribute
inclusive
economic
in
communities.
International Journal of Emerging Markets,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 27, 2025
Purpose
This
study
provides
detailed
insights
into
how
electricity
rationing
affects
shopping
and
media
consumption
in
an
emerging
market
context.
Given
that
(also
known
as
load-shedding)
is
a
regular
occurrence
many
countries,
this
research
brings
unique
consumer
perspective.
Design/methodology/approach
The
employed
qualitative
exploratory
design
to
investigate
the
effect
of
on
consumption.
A
combined
convenience
snowball
sampling
technique
was
utilised
select
78
households
across
various
locations
South
Africa.
Through
in-depth
interviews
thematic
analysis,
themes
were
extracted
explained.
Findings
findings
showed
that,
for
higher-income
households,
remained
relatively
consistent
or
increased
during
load-shedding
periods.
Middle-income
families
mixed
pattern
use
response
load-shedding.
Lower-income
found
bear
brunt
media-consumption
constraints
caused
by
shortages.
Consumers
are
increasingly
switching
streaming
alternatives
adapt
limitations
availability
platforms
mobile
devices
laptops
limited
household
battery
backups
allows
viewers
sidestep
disruptions
outages.
Originality/value
While
outages
norm
impact
significant.
To
date,
no
other
has
comprehensively
explored
these
behaviour
markets.
Solar,
Journal Year:
2025,
Volume and Issue:
5(1), P. 8 - 8
Published: March 7, 2025
The
global
energy
landscape
is
experiencing
growing
challenges,
with
crises
in
regions
such
as
South
Africa
underscoring
the
drive
to
accelerate
shift
toward
renewable
solutions.
This
paper
presents
an
approach
for
improving
solar
planning,
specifically
focusing
on
leveraging
capabilities
of
ATlite
software
conjunction
custom
data.
Using
mathematical
models,
(which
was
initially
developed
by
Renewable
Energy
Group
at
Frankfurt
Institute
Advances
Studies)
a
Python
package
that
converts
historical
weather
data
into
power
generation
potentials
and
time
series
technologies
photovoltaic
(PV)
panels
wind
turbines.
efficiently
combines
atmospheric
terrain
from
large
using
user-defined
weights
based
land
use
or
yield.
In
this
study,
European
Centre
Medium-Range
Weather
Forecasts
reanalysis
(ERA5)
modified
Kriging
enhance
resolution
each
field.
refined
applied
ATlite,
instead
utilizing
standard
built-in
download
processing
tools,
generate
capacity
factor
maps
series.
utilized
identify
specific
PV
well
optimal
sites
power.
Thereafter,
simulated
compared
measured
data,
resulting
root
mean
square
error
(RMSE)
19.6
kW
250
kWp
installation.
approach’s
flexibility
versatility
inclusion
led
conclusion
it
could
be
suitable
option
planning
decision
making
globally,
providing
value
installers
planners.
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(11), P. 4365 - 4365
Published: May 22, 2024
The
recurrent
load
shedding
crisis
in
South
Africa
has
highlighted
the
need
to
accurately
predict
electricity
consumption
for
residential
buildings.
This
significant
ramifications
daily
life
and
economic
productivity.
To
address
this
challenge,
study
leverages
machine
learning
models
hourly
energy
of
buildings
Africa.
evaluates
performance
various
regression
techniques,
including
Random
Forest
(RF),
Decision
Tree
(DT),
Extreme
Gradient
Boosting
(XGBoost),
Adaptive
(AdaBoost)
models,
using
a
national
dataset
that
contains
measurements
collected
every
hour.
objective
is
determine
most
effective
predicting
next-hour
building
consumption.
These
use
historical
patterns
usage
capture
temporal
details
such
as
seasonal
variations
rolling
averages.
Feature
engineering
methods
are
further
employed
enhance
their
predictive
capabilities.
each
individual
model
was
evaluated
criteria
mean
squared
error
(MSE),
absolute
(MAE),
percentage
(MAPE),
coefficient
determination
(R2).
results
show
both
RF
DT
achieve
best
accuracy
prediction
(because
MSE,
MAE,
MAPE
very
close
0).
findings
offer
actionable
insights
households,
businesses,
policymakers.
By
enabling
more
accurate
granular
forecasts,
can
mitigate
effects
shedding.
contributes
discourse
on
sustainable
management
by
combining
advanced
with
real-world
challenges.
Cogent Education,
Journal Year:
2024,
Volume and Issue:
11(1)
Published: June 6, 2024
Load
shedding
in
South
Africa
has
a
profound
impact
on
various
sectors,
including
education,
and
specifically,
African
music
education
faces
significant
disruptions.
One
of
the
most
notable
effects
is
interruption
instruction,
with
load
frequently
causing
classes
to
be
interrupted.
This
leads
gaps
learning
disjointed
educational
experience
for
students.
The
aim
this
article
was
investigate
influence
higher
particularly
Schools
Music.
study
utilized
qualitative
research
method
relied
heavily
secondary
data.
It
employed
data
cleaning
strategy
triangulation
approach
ensure
validity
minimized
bias.
Additionally,
Critical
Pedagogy
Theory
used
address
exacerbated
socio-economic
disparities
resulting
from
shedding.
findings
highlighted
that
before
onset
shedding,
already
faced
an
urban-rural
divide,
urban
institutions
having
better
resources
opportunities
than
rural
schools.
exacerbates
these
disparities,
as
students
disadvantaged
backgrounds
face
increased
barriers
accessing
musical
instruments
supplementary
resources.
In
conclusion,
emphasized
urgent
need
concerted
efforts
mitigate
education.
underscored
transformative
potential
inclusive,
uninterrupted
instruction
rural-based
Water,
Journal Year:
2024,
Volume and Issue:
16(14), P. 2033 - 2033
Published: July 18, 2024
Reliable
potable
water
is
essential
for
sustaining
livelihoods
and
promoting
human
well-being,
yet
many
rural
communities
in
South
Africa
have
disrupted
inadequate
access.
This
has
been
exacerbated
by
the
energy
crisis
that
led
to
frequent
load-shedding.
As
a
water-scarce
country,
African
government
considers
sustainable
management
of
resources
as
critical
lives
livelihoods.
The
lengthy
load-shedding
schedules
prompted
need
investigate
how
they
disrupt
scheduled
delivery
services
using
case
Mohlaba-Cross
Village
Limpopo
Province.
study
investigated
challenges
poses
access
already
water-deprived
communities.
Quantitative
qualitative
data
were
collected
through
structured
questionnaires,
key
informant
interviews,
focus
group
discussions,
observations,
review
documents.
Results
indicate
significantly
disrupts
services,
hence
daily
household
chores,
livelihoods,
local
businesses,
economic
activities.
Some
community
members
resorted
buying
from
private
vendors,
which
unsustainable,
especially
low-income
households
small
businesses.
Despite
understanding
limitations
caused
load-shedding,
proactive
measures
hindered
lack
communication
collaboration
among
stakeholders.
Low
pumping
capacity
adaptability
posed
additional
limitations.
underscores
importance
supply-side
interventions
authorities,
such
investing
alternative
sources
improving
address
interconnected
security
challenges.
Managing
demand
side
conservation
embracing
adaptive
strategies
requires
effective
all
However,
this
authorities
initiate
process.
Our
contributes
energy-water
nexus
stakeholder
engagement
emerging
It
provides
insights
policymakers,
managers,
foster
practices
improve
well-being
all.
Eng—Advances in Engineering,
Journal Year:
2024,
Volume and Issue:
5(3), P. 2108 - 2156
Published: Sept. 2, 2024
The
challenge
of
providing
reliable
electricity
during
power
interruptions,
especially
in
rural
and
remote
regions,
has
prompted
the
exploration
Hybrid
Renewable
Energy
Systems
(HRESs).
This
systematic
review
employs
PRISMA
framework
to
conduct
a
comparative
analysis
HRES
configurations,
specifically
those
integrating
rooftop
solar
photovoltaic
(PV),
diesel
generators
(DGs),
converters,
battery
energy
storage
systems
(BESSs).
assesses
techno-economic
performance
these
various
countries,
highlighting
cost
efficiency,
reliability,
environmental
impact
compared
traditional
single-resource
systems.
reveals
that
HRESs
offer
significant
advantages
managing
supply
particularly
regions
with
high
potential
but
unreliable
grid
access.
A
other
countries
demonstrates
while
configurations
are
tailored
local
conditions,
integration
PV
is
consistently
effective
strategy
across
different
contexts.
provides
essential
insights
for
policymakers
stakeholders,
facilitating
optimization
solutions
regional
needs.
Journal of Law Society and Development,
Journal Year:
2024,
Volume and Issue:
unknown
Published: March 14, 2024
South
Africa
has
demonstrated
a
firm
commitment
to
just
transition
from
coal
renewable
energy
sources
by
outlining
roadmap
for
the
decommissioning
of
its
coal-fired
power
stations
and
procuring
clean
energy.
Ideally,
this
is
laudable
response
climate
change
pathway
sustainable
future.
However,
not
inherently
because
underlying
neoliberal
policies
that
underpin
it,
which
are,
large
degree,
in
Africa’s
best
interests.
The
purported
unintended
results,
such
as
undermining
sovereignty,
perpetuating
existing
global
imbalances,
aggravating
poverty,
leading
many
economic
social
injustices.
This
paper
uses
doctrinal
legal
research
explore
influence
towards
It
argues
truly
Just
Energy
Transition
must
be
grounded
interests
should
sacrifice
country’s
sovereignty
perceived
greater
good
at
time
when
giant
economies
West,
are
responsible
bulk
activities
contribute
change,
revamping
their
buying
own
heating,
lighting,
industry.
To
achieve
this,
examines
duplicity
arising
what
may
an
embrace
fighting
phasing
out
activity
country
retreating
due
lack
consistent
reliable
supply.
As
such,
makes
case
energy-sovereign
prioritises
domestic
control
over
resources,
promotes
deployment
socially
equitable,
empowers
communities
shape
futures.
attain
it
look
into
resources
revisit
aspects
law
policy
compromise
ability
fight
poverty.
Deleted Journal,
Journal Year:
2024,
Volume and Issue:
21(2)
Published: May 31, 2024
The
country
has
experienced
industry
shutdowns,
decreased
productivity,
educational
setbacks,
increased
unemployment
rates,
and
negative
healthcare
outcomes.
Load-shedding
in
South
Africa
is
primarily
caused
by
inadequate
maintenance,
internal
mismanagement,
corruption,
a
lack
of
skills.
This
issue
had
significant
impact
on
small
businesses,
as
they
often
the
necessary
resources
to
handle
power
surges,
equipment
damage,
costs
associated
with
replacing
stock.
paper
explores
how
load-shedding
impacted
African
economy
from
an
entrepreneurial
perspective.
research
qualitative
exploratory
nature,
it
was
found
that
businesses'
finances,
resources,
performance.
severe
daily
lives
people,
causing
disruptions
households,
overall
economy.
Eskom,
primary
supplier
energy
Africa,
been
facing
challenges
meeting
growing
demand
for
electrical
energy,
leading
job
losses,
loss
billions
rands.
Small
businesses
have
particularly
affected,
estimated
75%
them
failing
after
being
operational
less
than
three
years
due
load-shedding.
To
ensure
electricity
operate
during
recommended
adopt
alternative
sources
like
solar
increase
businesses’
independence
mitigate
effects
government
should
also
encourage
support
collaborate
successful
renewable
companies.