First
and
foremost,
I
am
grateful
for
the
support
of
my
family.My
husband,
Andre,
was
by
side
in
every
step
took
during
PhD,
giving
guidance,
mental
assistance,
cheering
time
succeed.I
also
daughters,
Lara
Cecília,
who
were
born
academic
journey.They
may
not
understand
this
process,
but
they
always
gave
me
strength
to
continue,
even
most
difficult
times.To
parents,
Lincoln
Suzana,
sisters,
Mariana
e
Ana
Carolina,
there
me.Moreover,
mother
sister
International Journal of Disaster Risk Reduction,
Journal Year:
2024,
Volume and Issue:
103, P. 104309 - 104309
Published: Feb. 2, 2024
In
February
2021,
Winter
Storm
Uri
left
11
million
people
in
Texas
without
power,
caused
widespread
water
outages,
and
inflicted
billions
of
dollars
damage.
While
the
severity
this
event
was
primarily
by
electricity
generator
failures,
it
made
worse
decisions
utilities
state
regulators
before,
during,
after
event.
This
study
seeks
to
(1)
evaluate
procedures
electric
during
Uri,
(2)
provide
a
set
recommendations
improve
resilience
energy
systems
preparation
for
future
extreme
weather
events.
Fourteen
semi-structured
interviews
were
conducted
with
across
underwent
hybrid
inductive-deductive
qualitative
coding.
The
analysis
identified
issues
present
operations
decision-making
processes
as
well
potential
solutions
five
dimensions
resilience.
outlines
help
ensure
that
are
better
prepared
respond
disaster
events
minimize
community
impacts,
such
sectionalizing
circuits
load
shed,
collaborating
neighboring
share
resources,
expanding
use
social
media
customer
outreach.
Energy and AI,
Journal Year:
2024,
Volume and Issue:
16, P. 100351 - 100351
Published: Feb. 18, 2024
Power
system
is
vital
to
modern
societies,
while
it
susceptible
hazard
events.
Thus,
analyzing
resilience
characteristics
of
power
important.
The
standard
model
infrastructure
resilience,
the
triangle,
has
been
primary
way
characterizing
and
quantifying
in
systems
for
more
than
two
decades.
However,
theoretical
provides
a
one-size-fits-all
framework
all
specifies
general
curves
(e.g.,
residual
performance
duration
recovery).
Little
empirical
work
done
delineate
curve
archetypes
their
fundamental
properties
based
on
observational
data.
Most
existing
studies
examine
analytical
models
constructed
upon
simulated
performance.
There
dire
dearth
field,
which
hindered
our
ability
fully
understand
predict
systems.
To
address
this
gap,
study
examined
hundred
power-grid
related
outages
three
major
extreme
weather
events
United
States.
Through
use
unsupervised
machine
learning,
we
different
archetypes,
as
well
each
archetype.
results
show
grid
curves,
triangular
trapezoidal
curves.
Triangular
characterize
behavior
properties:
1.
critical
functionality
threshold,
2.
recovery
rate,
3.
pivot
point.
Trapezoidal
explain
sustained
function
loss
constant
rate.
longer
loss,
slower
rate
recovery.
findings
provide
novel
perspectives
enabling
better
understanding
prediction
PLOS Water,
Journal Year:
2023,
Volume and Issue:
2(6), P. e0000137 - e0000137
Published: June 21, 2023
Winter
Storm
Uri
of
February
2021
left
millions
United
States
residents
without
access
to
reliable,
clean
domestic
water
during
the
COVID19
pandemic.
In
state
Texas,
over
17
million
people
served
by
public
drinking
systems
were
placed
under
boil
advisories
for
periods
ranging
from
one
day
more
than
month.
We
performed
a
geospatial
analysis
that
combined
advisory
data
Texas
with
demographic
information
2010
Census
understand
affected
and
populations
they
served.
also
issued
cross-sectional
survey
account
people’s
lived
experiences.
Geospatial
shows
duration
depended
partly
on
size
system.
Large,
urban
intermediate
length
(5–7
days)
racially
diverse
communities
moderate
income.
Small,
mostly
rural
some
longest
(20
days
or
more).
Many
these
disproportionately
White
lower
income,
but
predominantly
non-White,
Hispanic,
Latino
communities.
data,
“first-generation”
participants
(whose
parents
not
college-educated)
likely
be
advisories,
pointing
disparate
impacts
socioeconomic
group.
The
revealed
large
communication
gaps
between
utilities
individuals:
half
all
respondents
unsure
confused
about
whether
advisory.
Our
study
reinforces
need
improve
resilience
in
services
large,
diverse,
small,
provide
clear
efficient
channel
emergency
communications
service
serve.
ACS ES&T Water,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Jan. 11, 2024
People
are
paramount
in
the
operations
of
water
infrastructure
systems.
While
such
processes
similar
throughout
most
communities
United
States,
including
treatment
and
distribution,
each
community
encounters
localized
challenges.
In
Yukon–Kuskokwim
(YK)
Delta
Alaska,
specifically,
sector
professionals
(e.g.,
plant
operators
haulers)
encounter
unique
extreme
The
harsh
arctic
weather
makes
road
navigation
dangerous
for
haulers,
must
contend
with
a
precarious
supply
chain
when
ordering
supplies
maintenance.
Such
challenges
can
disrupt
provision
communities.
this
study,
we
analyze
semistructured
interviews
24
Alaska
professionals,
using
qualitative
content
analysis
semicognitive
mapping.
We
built
conceptual
integration
systems
stakeholder
theory
to
identify
barriers
leverage
points
improvement.
examine
three
components
process
rural
communities:
treatment,
hauled
piped
distribution.
show
that
increase
workforce
retention,
limit
worker
burnout,
ensure
reliable
provision,
practices
training
certification
need
become
more
localized.
Moreover,
working
conditions
operating
environment
around
be
central
system
considerations,
especially
hauling,
where
workers
play
critical
role
This
reveals
key
conclusion
underlies
all
our
propositions:
people
point
so
doing,
contribute
literature
public
administration
bureaucracy,
sociotechnical
systems,
as
applied
generally,
specifically.