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Edit Goals: fix topic position, integrate qualifications, trim redundancy

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1-goals-and-outcomes/goals.tex
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@ -12,69 +12,65 @@ behavior.\splitnote{Clear thesis statement. Gets right to it.}
% INTRODUCTORY PARAGRAPH Hook
Nuclear power plants require the highest levels of control system reliability,
where failures can result in significant economic losses, service interruptions,
or radiological release.\splitnote{Stakes established immediately — good hook.}
where failures can result in significant economic losses, service
interruptions, or radiological
release.\splitnote{Stakes established immediately — good hook.}
% Known information
Currently, nuclear plant operations rely on extensively trained human operators
who follow detailed written procedures and strict regulatory requirements to
manage reactor control. These operators make critical decisions about when to
switch between different control modes based on their interpretation of plant
conditions and procedural guidance.
Currently, nuclear plant operations rely on extensively trained human
operators who follow detailed written procedures and strict regulatory
requirements to manage reactor control. These operators make critical
decisions about when to switch between different control modes based on their
interpretation of plant conditions and procedural guidance.
% Gap
This reliance on human operators prevents autonomous control capabilities and
creates a fundamental economic challenge for next-generation reactor
designs.
\splitinline{The ``and'' here joins two distinct issues (autonomy barrier +
economics). Consider making the causal link explicit: ``This reliance on human
operators not only prevents autonomous control capabilities but also
creates...'' or split into two sentences.}
Small modular reactors, in particular, face per-megawatt staffing costs far
exceeding those of conventional plants and threaten their economic viability.
\oldt{This reliance on human operators prevents autonomous control
capabilities and creates a fundamental economic challenge for next-generation
reactor designs.} \newt{This reliance on human operators prevents autonomous
control and creates a fundamental economic barrier for next-generation
reactor designs.} Small modular reactors face per-megawatt staffing costs
far exceeding those of conventional plants, threatening their economic
viability.
% Critical Need
What is needed is a method to create autonomous control systems that safely
manage complex operational sequences with the same assurance as human-operated
systems, but without constant human supervision.
\splitinline{``What is needed is'' — Gopen would call this a weak topic
position. The sentence buries the subject. Try: ``Autonomous control systems
must safely manage complex operational sequences...'' Puts the actor in the
topic position.}
\oldt{What is needed is a method to create autonomous control systems that
safely manage complex operational sequences with the same assurance as
human-operated systems, but without constant human supervision.}
\newt{Autonomous control systems must safely manage complex operational
sequences with the same assurance as human-operated systems, but without
constant human supervision.}
% APPROACH PARAGRAPH Solution
To address this need, we will combine formal methods with control theory to
build hybrid control systems that are correct by construction.
% Rationale
Hybrid systems use discrete logic to switch between continuous control modes,
mirroring how operators change control strategies. Existing formal methods can
generate provably correct switching logic from written requirements, but they
cannot handle the continuous dynamics that occur during transitions between
modes. Meanwhile, traditional control theory can verify continuous behavior but
lacks tools for proving correctness of discrete switching
mirroring how operators change control strategies. Existing formal methods
can generate provably correct switching logic from written requirements, but
they cannot handle the continuous dynamics that occur during transitions
between modes. Meanwhile, traditional control theory can verify continuous
behavior but lacks tools for proving correctness of discrete switching
decisions.\splitnote{Excellent setup of the gap — shows why neither approach
alone is sufficient.}
% Hypothesis
By synthesizing discrete mode transitions directly from written operating
procedures and verifying continuous behavior between transitions, we can create
hybrid control systems with end-to-end correctness guarantees. If existing
procedures can be formalized into logical specifications and continuous dynamics
verified against transition requirements, then autonomous controllers can be
built that are provably free from design
procedures and verifying continuous behavior between transitions, we can
create hybrid control systems with end-to-end correctness guarantees. If
existing procedures can be formalized into logical specifications and
continuous dynamics verified against transition requirements, then autonomous
controllers can be built that are provably free from design
defects.\splitnote{Hypothesis is clear and testable.}
% Pay-off
This approach will enable autonomous control in nuclear power plants while
maintaining the high safety standards required by the industry.
\oldt{This approach will enable autonomous control in nuclear power plants
while maintaining the high safety standards required by the industry.
% Qualifications
This work is conducted within the University of Pittsburgh Cyber Energy Center,
which provides access to industry collaboration and Emerson control hardware,
ensuring that developed solutions align with practical implementation
requirements.
\splitinline{This qualifications paragraph feels orphaned here. It's important
context but reads as an afterthought. Consider integrating it into the
approach paragraph (``...demonstrated on Emerson hardware through our
partnership with the Cyber Energy Center'') or moving to a ``Why This Will
Succeed'' framing later.}
This work is conducted within the University of Pittsburgh Cyber Energy
Center, which provides access to industry collaboration and Emerson control
hardware, ensuring that developed solutions align with practical
implementation requirements.} \newt{This approach will enable autonomous
control in nuclear power plants while maintaining the high safety standards
required by the industry. The University of Pittsburgh Cyber Energy Center's
partnership with Emerson provides access to industry-standard control
hardware, ensuring that developed solutions align with practical
implementation requirements from the outset.}
% OUTCOMES PARAGRAPHS
If this research is successful, we will be able to do the following:
@ -85,27 +81,30 @@ If this research is successful, we will be able to do the following:
\item \textbf{Translate written procedures into verified control logic.}
% Strategy
We will develop a methodology for converting existing written operating
procedures into formal specifications that can be automatically synthesized
into discrete control logic. This process will use structured intermediate
representations to bridge natural language procedures and mathematical
logic.
procedures into formal specifications that can be automatically
synthesized into discrete control logic. This process will use structured
intermediate representations to bridge natural language procedures and
mathematical logic.
% Outcome
Control system engineers will generate verified mode-switching controllers
directly from regulatory procedures without formal methods
expertise,\dasinline{Same comment as in executive
summary. Might not be true and is not the point.}
lowering the barrier to high-assurance control systems.
\oldt{Control system engineers will generate verified mode-switching
controllers directly from regulatory procedures without formal methods
expertise, lowering the barrier to high-assurance control systems.}
\newt{This will lower the barrier to high-assurance control systems by
generating verified mode-switching controllers directly from regulatory
procedures.}\dasinline{Same comment as in executive summary. Might not be
true and is not the point.}
% OUTCOME 2 Title
\item \textbf{Verify continuous control behavior across mode transitions.}
% Strategy
We will establish methods for analyzing continuous control modes to ensure
they satisfy discrete transition requirements. Using classical control
theory for linear systems and reachability analysis for nonlinear dynamics,
we will verify that each continuous mode safely reaches its intended
transitions.
Engineers will design continuous controllers using standard practices while
iterating to ensure broader system correctness, proving that mode
theory for linear systems and reachability analysis for nonlinear
dynamics, we will verify that each continuous mode safely reaches its
intended transitions.
% Outcome
Engineers will design continuous controllers using standard practices
while iterating to ensure broader system correctness, proving that mode
transitions occur safely and at the correct times.
% OUTCOME 3 Title
@ -121,8 +120,8 @@ If this research is successful, we will be able to do the following:
operation'' — concrete and impressive scope.}
% Outcome
We will demonstrate that autonomous hybrid control can be realized in the
nuclear industry with current equipment, establishing a path toward reduced
operator staffing while maintaining safety.
nuclear industry with current equipment, establishing a path toward
reduced operator staffing while maintaining safety.
\end{enumerate}
@ -132,15 +131,17 @@ verification to enable end-to-end correctness guarantees for hybrid
systems.\splitnote{Clear ``what's new'' statement.}
% Outcome Impact
If successful, control engineers will create autonomous controllers from
existing procedures with mathematical proof of correct behavior. High-assurance
autonomous control will become practical for safety-critical applications.
existing procedures with mathematical proof of correct behavior.
High-assurance autonomous control will become practical for safety-critical
applications.
% Impact/Pay-off
This capability is essential for the economic viability of next-generation
nuclear power. Small modular reactors offer a promising solution to growing
energy demands, but their success depends on reducing per-megawatt operating
costs through increased autonomy.\dasinline{This paragraph is literally
the same as the rest of the GO. Does not belong here
and feels very redundant.} This research will provide the tools to
achieve that autonomy while maintaining the exceptional safety record the
nuclear industry requires.\splitnote{Strong closing --- ties technical work to
real-world impact and economic necessity.}
\oldt{This capability is essential for the economic viability of
next-generation nuclear power. Small modular reactors offer a promising
solution to growing energy demands, but their success depends on reducing
per-megawatt operating costs through increased autonomy. This research will
provide the tools to achieve that autonomy while maintaining the exceptional
safety record the nuclear industry requires.} \newt{This research will
provide the tools to achieve that autonomy while maintaining the exceptional
safety record the nuclear industry
requires.}\dasinline{This paragraph is literally the same as the rest of the
GO. Does not belong here and feels very redundant.}