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Dane Sabo 2025-09-19 16:33:48 -04:00
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new [description:"Reachability Analysis of Hybrid Systems with Linear Continuous Dynamics (2009)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"9e8cf332-f912-47da-abc6-89d01ddc1a92"]
---
time 1758125087
new [description:"Supervisory Control of Hybrid Systems (2000)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"613e4861-4cb0-4f5e-b930-41bec966b527"]
---
time 1758125087
new [description:"Uppaal in a Nutshell (1997)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"352739b9-a590-4399-8d8f-6240d5428479"]
---
time 1758125087
new [description:"Switching in Systems and Control (2003)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"e802f098-4639-45fb-8ea9-50052a2b3fe1"]
---
time 1758125087
new [description:"Stability and Stabilizability of Switched Linear Systems: A Survey of Recent Results (2009)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"e8183445-b696-4422-9b27-56ae3a82107f"]
---
time 1758125087
new [description:"Capturing and Analyzing Requirements with FRET (2025)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"ab74a0c5-3f93-497c-89ca-6bafb4a89507"]
---
time 1758125087
new [description:"A Time-Dependent Hamilton-Jacobi Formulation of Reachable Sets for Continuous Dynamic Games (2005)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"2eed0362-2b81-4378-a9f0-071ed62b8775"]
---
time 1758125087
new [description:"Differential Dynamic Logic for Hybrid Systems (2008)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"e05d336d-6174-4d5d-8c0c-868169c27e34"]
---
time 1758125087
new [description:"Formal Verification of Avionics Software Products (2009)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"3917b086-0c60-4044-b279-c6386878feb6"]
---
time 1758125087
new [description:"Opportunities and Challenges for Remote Microreactor Operations (2023)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"2febb36a-fe32-44f7-8eea-16683edfc6c0"]
---
time 1758125087
new [description:"Switching Controller Synthesis for~Hybrid Systems Against STL Formulas (2025)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"d45bc182-d7f3-4ab1-b654-852884f2b11c"]
---
time 1758125087
new [description:"Learning Local Control Barrier Functions for Hybrid Systems (2024)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"3abf4246-566a-4ba8-b392-cbab5d7a9aa0"]
---
time 1758125087
new [description:"Model Predictive Control of Stochastic Hybrid Systems with Signal Temporal Logic Constraints (2025)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"320ec48e-134f-462f-ac3c-ffaf70698691"]
---
time 1758125087
new [description:"Online Control Synthesis for Uncertain Systems under Signal Temporal Logic Specifications (2024)" entry:"1758125087" modified:"1758125087" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"b47de464-8a66-45d2-b487-6588a60c8112"]
---
time 1758125189
old [description:"Read Opportunities, Challenges, and Research Needs for Remote Microreactor Operations" entry:"1757516723" modified:"1757516723" project:"Thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"96c76e6b-5c33-4f54-a156-5c59e718f01a"]
new [description:"Read Opportunities, Challenges, and Research Needs for Remote Microreactor Operations" entry:"1757516723" modified:"1758125189" project:"thesis" status:"pending" tags:"reading" tags_reading:"x" uuid:"96c76e6b-5c33-4f54-a156-5c59e718f01a"]
---
time 1758125215
old [description:"Read Branicky Lyapunov paper" end:"1757627393" entry:"1757615669" modified:"1757627393" project:"Thesis" status:"completed" tags:"reading" tags_reading:"x" uuid:"f4d32147-ec74-4f68-b8d5-146c0b6f35df"]
new [description:"Read Branicky Lyapunov paper" end:"1757627393" entry:"1757615669" modified:"1758125215" project:"thesis" status:"completed" tags:"reading" tags_reading:"x" uuid:"f4d32147-ec74-4f68-b8d5-146c0b6f35df"]
---
time 1758141482
old [description:"Research Approach Outline" entry:"1758055072" modified:"1758055144" project:"ERLM" status:"pending" tags:"writing" tags_writing:"x" uuid:"e6cc0b14-6db4-4935-b19f-674c812aeda3"]
new [description:"Research Approach Outline" end:"1758141482" entry:"1758055072" modified:"1758141482" project:"ERLM" status:"completed" tags:"writing" tags_writing:"x" uuid:"e6cc0b14-6db4-4935-b19f-674c812aeda3"]
---

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@ -15,6 +15,9 @@
\@writefile{toc}{\contentsline {subsection}{\numberline {2.2}Formal Methods and Reactive Synthesis}{5}{}\protected@file@percent }
\citation{platzer2008differential,platzer2017complete}
\citation{fulton2015keymaera}
\@writefile{toc}{\contentsline {section}{\numberline {3}Research Approach}{7}{}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {3.1}\((Procedures \wedge FRET) \rightarrow Temporal Specifications\)}{7}{}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {3.2}\((TemporalLogic \wedge ReactiveSynthesis) \rightarrow DiscreteAutomata\) }{8}{}\protected@file@percent }
\bibdata{references}
\bibcite{geromel2006stability}{1}
\bibcite{branicky1998multiple}{2}
@ -29,5 +32,5 @@
\bibcite{platzer2008differential}{11}
\bibcite{platzer2017complete}{12}
\bibcite{fulton2015keymaera}{13}
\@writefile{toc}{\contentsline {section}{References}{7}{}\protected@file@percent }
\gdef \@abspage@last{8}
\@writefile{toc}{\contentsline {section}{References}{9}{}\protected@file@percent }
\gdef \@abspage@last{10}

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@ -1,14 +1,14 @@
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"./references.bib" 1757949790.55852 9415 fb740c67337f78e30e95f745a7cf3dae ""
["bibtex main"] 1758312160.31587 "main.aux" "main.bbl" "main" 1758313994.24344 0
"./references.bib" 1757962977.69814 9415 fb740c67337f78e30e95f745a7cf3dae ""
"/usr/share/texlive/texmf-dist/bibtex/bst/base/unsrt.bst" 1292289607 18030 1376b4b231b50c66211e47e42eda2875 ""
"main.aux" 1757950513.73578 1476 7b620cba913c1c5dec4a8772dfd69ad8 "pdflatex"
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(generated)
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["pdflatex"] 1757950513.33498 "main.tex" "main.pdf" "main" 1757950513.81684 0
"/etc/texmf/web2c/texmf.cnf" 1726065852.27662 475 c0e671620eb5563b2130f56340a5fde8 ""
["pdflatex"] 1758313993.41574 "main.tex" "main.pdf" "main" 1758313994.24379 0
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"/usr/share/texlive/texmf-dist/fonts/tfm/adobe/symbol/psyr.tfm" 1136768653 1408 5937f58aa508ea2cea4901c07d10f5fe ""
@ -231,15 +231,16 @@
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"/usr/share/texlive/texmf-dist/web2c/texmf.cnf" 1707919699 40399 f2c302f7d2af602abb742093540a5834 ""
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@ -475,6 +475,11 @@ INPUT /usr/share/texlive/texmf-dist/tex/latex/psnfss/ts1ptm.fd
INPUT /usr/share/texlive/texmf-dist/tex/latex/psnfss/ts1ptm.fd
INPUT /usr/share/texlive/texmf-dist/fonts/tfm/adobe/times/ptmr8c.tfm
INPUT /usr/share/texlive/texmf-dist/fonts/vf/adobe/times/ptmr8c.vf
INPUT ./research-approach/v1.tex
INPUT ./research-approach/v1.tex
INPUT ./research-approach/v1.tex
INPUT ./research-approach/v1.tex
INPUT research-approach/v1.tex
INPUT ./main.bbl
INPUT ./main.bbl
INPUT main.bbl

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@ -1,4 +1,4 @@
This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023/Debian) (preloaded format=pdflatex 2024.9.11) 15 SEP 2025 11:35
This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023/Debian) (preloaded format=pdflatex 2024.9.10) 19 SEP 2025 16:33
entering extended mode
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file:line:error style messages enabled.
@ -931,25 +931,30 @@ LaTeX Font Info: Font shape `OT1/ptm/bx/n' in size <7> not available
LaTeX Font Info: Trying to load font information for TS1+ptm on input line 168.
(/usr/share/texlive/texmf-dist/tex/latex/psnfss/ts1ptm.fd
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)) [6] (./main.bbl) [7] (./main.aux)
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Overfull \hbox (2.08794pt too wide) in paragraph at lines 49--63
[]\OT1/ptm/m/n/12 FRET pro-vides func-tion-al-ity to check the \OT1/ptm/m/it/12 re-al-iz-abil-ity \OT1/ptm/m/n/12 of a sys-tem. Re-al-iz-abil-ity checks whether
[]
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@ -8,6 +8,8 @@
\input{goals-and-outcomes/v4}
\newpage
\input{state-of-the-art/v2}
\newpage
\input{research-approach/v1}
\newpage
\bibliography{references}

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@ -26,3 +26,10 @@ Integrate V design into the workings here
4. Fuck it man, that's like your provability or whatever
man.
What are the critical needs?
1. We need a way to build some operating procedures into
controllers for autonomy
2. How the hell do we know what the goals of each mode are?
3. How do we know for sure the continuous dynamics will
actually get us there?

View File

@ -0,0 +1,85 @@
\section{Research Approach}
This research will overcome the limits of current practice to build high
assurance hybrid control systems for critical infrastructure. To do this, we
must accomplish three main thrusts:
\begin{enumerate}
\item Translate operating procedures and requirements into temporal logic
formulae
\item Create the discrete half of a hybrid controller using reactive synthesis
\item Develop continuous controllers to operate between modes, and verify
their correctness using reachability
\end{enumerate}
In the following sections I will discuss how these thrusts will be accomplished.
\subsection{\((Procedures \wedge FRET) \rightarrow Temporal Specifications\)}
The motivating factor behind this work is the fact that commercial nuclear power
operations have remained manually controlled by human operators, despite
advances in control systems sophistication. The frustrating part of this is that
the procedures performed by human operators are highly prescriptive. Human
operators in nuclear power plants may not be entirely necessary with the
technology we have today.
Written procedures and requirements in nuclear power are descriptive enough we
may be able to translate them into logical formulae with little effort. If we
can accomplish this, we can automate existing procedures without inducing
reengineering. The easiest way to accomplish this task will be through the use
of automated translational tools. Tools like FRET can help accomplish this task.
FRET uses a specialized requriements languaged called FRETish to restrict
requirements to be written in easy to understand components, but without leaving
room for ambiguity. FRET does this by forcing requirements to contain six
possible parts: %CITE FRET MANUAL
\begin{enumerate}
\item Scope: \textit{What modes does this requirement hold?}
\item Condition: \textit{Scope + more specificity}
\item Component: \textit{What does this requirment affect?}
\item Shall
\item Timing: \textit{When does the response happen?}
\item Response: \textit{What should happen?}
\end{enumerate}
FRET provides functionality to check the \textit{realizability} of a system.
Realizability checks whether or not the written requirements are complete by
examining the six components that make up requirements.
Complete requirements are those that do not conflict with one another, and do
not leave any behavior as undefined. Systems that are not realizable from the
procedure definitions and design requirements are problematic beyond realizing
autonomy. These systems have behavior in their systems that is a physical
equivalent of a software bug. With FRET, we can catch these errors while
building an autonomous controller. The second type of error including undefined
behaviors are those that may be left up to human judgement during control. This
is not desirable for high assurance systems, as however trained humans can be,
are still prone to errors. Addressing these vulnerabilities in FRET while
building an autonomous controller will deliver a controller free of these
vulnerabilities.
%The above stuff about realizability should be checked out.
FRET also provides the capability to export the requirements created in a
temporal logic format. This capability allows us to leave FRET and move onto the
next step of our approach, where we will synthesize the discrete mode switching
behavior.
\subsection{\((TemporalLogic \wedge ReactiveSynthesis) \rightarrow
DiscreteAutomata\) }
In this section of our approach we describe how the discrete component of the
hybrid system will be created. The formal specifications created in FRET will be
used with reactive synthesis tools to generate the mode switching components.
These components effectively make up the human component of reactor operation by
automating the decision points typically specified in written procedures. By
removing the human component, we eliminate the possibility of human error and
advance hybrid system autonomy.
Reactive synthesis is an active field in computer science that focuses on the
synthesis of discrete controllers created from temporal logic specifications.
Reactive defines that the system responds to inputs to create outputs. These
systems are finite in size, where each node represents a unique set of discrete
states \(q\).

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@ -15,9 +15,7 @@ the intellectual merit of this research.
\subsection{Control Theory and Hybrid Systems}
Hybrid systems have two components to their behavior. They have continuous
dynamics called 'flow', and have discrete dynamics called 'jumps'. Hybrid
systems can often be described as a set of differential and difference
equations. An hybrid system can be defined as follows:
dynamics called 'flow', and have discrete dynamics called 'jumps'. Hybrid systems can often be described as a set of differential and difference equations. An hybrid system can be defined as follows:
\begin{align}
\dot{x}(t) &= f(x(t), q(t), u(t)) \\

124
reading_tasks.py Executable file
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@ -0,0 +1,124 @@
#!/usr/bin/env python3
import sys
import re
import subprocess
import argparse
def parse_bibtex_entry(entry):
"""Extract title and year from a BibTeX entry."""
title = ""
year = ""
# Extract title
title_match = re.search(
r"title\s*=\s*\{(.+?)\}\s*,", entry, re.DOTALL | re.IGNORECASE
)
if title_match:
title = title_match.group(1)
# Clean up title - remove extra braces and LaTeX commands
title = re.sub(r"^\{+|\}+$", "", title) # Remove outer braces
title = re.sub(r"\{\{|\}\}", "", title) # Remove double braces
title = re.sub(r"\\textit\{([^}]+)\}", r"\1", title) # Remove \textit{}
title = re.sub(r"\\emph\{([^}]+)\}", r"\1", title) # Remove \emph{}
title = title.replace("â€", "-") # Fix encoding issues
title = title.strip()
# Extract year from date field
date_match = re.search(r"date\s*=\s*\{(\d{4})", entry, re.IGNORECASE)
if date_match:
year = date_match.group(1)
return title, year
def create_task(title, year):
"""Create a TaskWarrior task for the paper."""
if not title:
return False
# Format: [title] ([year])
task_desc = title
if year:
task_desc += f" ({year})"
# Create the task command
cmd = ["task", "add", task_desc, "+reading", "project:thesis"]
try:
subprocess.run(cmd, check=True, capture_output=True, text=True)
return True
except subprocess.CalledProcessError as e:
print(f"Error creating task: {e}")
return False
def main():
parser = argparse.ArgumentParser(
description="Convert BibTeX entries to TaskWarrior reading tasks"
)
parser.add_argument("bibtex_file", help="Path to the BibTeX file")
args = parser.parse_args()
# Check if file exists
try:
with open(args.bibtex_file, "r", encoding="utf-8") as f:
content = f.read()
except FileNotFoundError:
print(f"Error: File '{args.bibtex_file}' not found.")
sys.exit(1)
except UnicodeDecodeError:
# Try with different encoding if UTF-8 fails
try:
with open(args.bibtex_file, "r", encoding="latin-1") as f:
content = f.read()
except Exception as e:
print(f"Error reading file: {e}")
sys.exit(1)
# Check if taskwarrior is available
try:
subprocess.run(["task", "--version"], check=True, capture_output=True)
except (subprocess.CalledProcessError, FileNotFoundError):
print("Error: TaskWarrior (task) is not installed or not in PATH.")
sys.exit(1)
print(f"Processing BibTeX file: {args.bibtex_file}")
print("Creating reading tasks in TaskWarrior...")
print()
# Split content into individual entries
# Look for @type{key, patterns
entries = re.split(r"@\w+\{[^,]*,", content)
# Remove the first empty split
entries = [entry.strip() for entry in entries[1:] if entry.strip()]
created_count = 0
for i, entry in enumerate(entries):
title, year = parse_bibtex_entry(entry)
if title:
if create_task(title, year):
created_count += 1
print(
f"✓ Created task {created_count}: {title}"
+ (f" ({year})" if year else "")
)
else:
print(f"✗ Failed to create task for: {title}")
print()
print(f"Finished processing BibTeX file.")
print(
f"Created {created_count} reading tasks with tag 'reading' under project 'thesis'."
)
print()
print("To view your reading tasks, use:")
print(" task +reading list")
print(" task project:thesis list")
if __name__ == "__main__":
main()