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Scalable,
Parallel
Stochas/c
Unit
Commitment
for
Improved
Day-‐ Ahead
and
Rin horizontal position Photos placed eliability
Opera/ons
replace these boxes To with even amount of white space with images open the Cesar
A.
Silva-‐Monroy,
PhD
(casilv@sandia.gov)
between photos and header slide master • Goals:
•
Execute
stochas'c
unit
commitment
(UC)
at
scale,
on
real-‐world
data
sets,
in
tractable
run-‐2mes,
with
error
bounds
• Demonstrate
cost
savings
on
an
ISO-‐scale
system
at
high
renewables
penetra2on
levels
• CPS:
• Use
of
advance
computa>onal
tools
to
coordinate
power
genera>on
in
a
more
efficient
and
robust
way.
• Posi>on
the
genera>on
fleet
(and
smart
grid
technologies)
to
beGer
respond
to
uncertainty
(e.g.,
renewables,
outages)
Sandia National Laboratories is a multi-program laboratory managed and operated by Sandia Corporation, a wholly owned subsidiary of Lockheed Martin Corporation, for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-AC04-94AL85000.
Parallel
Stochas/c
Unit
Commitment
for
Improved
Day-‐ Ahead
and
Rin horizontal position Photos placed eliability
Opera/ons
replace these boxes To with even amount of white space with images open the Cesar
A.
Silva-‐Monroy,
PhD
(casilv@sandia.gov)
between photos and header slide master • Goals:
•
Execute
stochas'c
unit
commitment
(UC)
at
scale,
on
real-‐world
data
sets,
in
tractable
run-‐2mes,
with
error
bounds
• Demonstrate
cost
savings
on
an
ISO-‐scale
system
at
high
renewables
penetra2on
levels
• CPS:
• Use
of
advance
computa>onal
tools
to
coordinate
power
genera>on
in
a
more
efficient
and
robust
way.
• Posi>on
the
genera>on
fleet
(and
smart
grid
technologies)
to
beGer
respond
to
uncertainty
(e.g.,
renewables,
outages)
Sandia National Laboratories is a multi-program laboratory managed and operated by Sandia Corporation, a wholly owned subsidiary of Lockheed Martin Corporation, for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-AC04-94AL85000.