Auto sync: 2025-09-05 11:32:34 (11 files changed)

M  .sessions/Journal.vim

M  .sessions/nvim_config.vim

A  Writing/ERLM/goals-and-outcomes/v3.tex

M  Writing/ERLM/main.fdb_latexmk

M  Writing/ERLM/main.fls

M  Writing/ERLM/main.log

M  Writing/ERLM/main.pdf

M  Writing/ERLM/main.synctex.gz
This commit is contained in:
Dane Sabo 2025-09-05 11:32:34 -04:00
parent a9632a264e
commit 1be3b7420c
11 changed files with 207 additions and 28 deletions

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@ -3,7 +3,7 @@ let s:so_save = &g:so | let s:siso_save = &g:siso | setg so=0 siso=0 | setl so=-
let v:this_session=expand("<sfile>:p")
silent only
silent tabonly
cd ~/Documents/Dane\'s\ Vault
cd ~/Documents/Dane\'s\ Vault/Writing/Journal
if expand('%') == '' && !&modified && line('$') <= 1 && getline(1) == ''
let s:wipebuf = bufnr('%')
endif
@ -13,14 +13,13 @@ if &shortmess =~ 'A'
else
set shortmess=aoO
endif
badd +22 Journal/2025_07_30.md
badd +1 ~/Documents/Dane\'s\ Vault/Zettelkasten/Literature\ Notes/albertiAutomationLevelsNuclear2023.md
badd +16 ~/Documents/Dane\'s\ Vault/Zettelkasten/Literature\ Notes/agarwalSystematicClassificationNeuralnetworkbased1997.md
badd +1 ~/Documents/Dane\'s\ Vault/Journal/2025_07_30.md
badd +22 ~/Documents/Dane\'s\ Vault/Writing/Journal//JRNL-20250904-135850.md
argglobal
%argdel
edit ~/Documents/Dane\'s\ Vault/Zettelkasten/Literature\ Notes/albertiAutomationLevelsNuclear2023.md
edit ~/Documents/Dane\'s\ Vault/Writing/Journal//JRNL-20250904-135850.md
argglobal
balt Journal/2025_07_30.md
balt ~/Documents/Dane\'s\ Vault/Journal/2025_07_30.md
setlocal foldmethod=manual
setlocal foldexpr=0
setlocal foldmarker={{{,}}}
@ -31,12 +30,12 @@ setlocal foldnestmax=20
setlocal foldenable
silent! normal! zE
let &fdl = &fdl
let s:l = 1 - ((0 * winheight(0) + 32) / 64)
let s:l = 22 - ((12 * winheight(0) + 30) / 60)
if s:l < 1 | let s:l = 1 | endif
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normal! zt
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tabnext 1
if exists('s:wipebuf') && len(win_findbuf(s:wipebuf)) == 0 && getbufvar(s:wipebuf, '&buftype') isnot# 'terminal'
silent exe 'bwipe ' . s:wipebuf

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@ -15,7 +15,7 @@ else
endif
badd +12 ~/.config/nvim/lua/custom/plugins.lua
badd +44 custom/configs/lspconfig.lua
badd +106 custom/journal.lua
badd +89 custom/journal.lua
argglobal
%argdel
edit custom/journal.lua
@ -31,12 +31,12 @@ setlocal foldnestmax=20
setlocal foldenable
silent! normal! zE
let &fdl = &fdl
let s:l = 1 - ((0 * winheight(0) + 32) / 64)
let s:l = 89 - ((11 * winheight(0) + 23) / 47)
if s:l < 1 | let s:l = 1 | endif
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normal! 0
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normal! 016|
tabnext 1
if exists('s:wipebuf') && len(win_findbuf(s:wipebuf)) == 0 && getbufvar(s:wipebuf, '&buftype') isnot# 'terminal'
silent exe 'bwipe ' . s:wipebuf

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@ -0,0 +1,84 @@
\section{Goals and Outcomes}
The goal of this research is to use formal methods to create high-assurance
hybrid control systems. Hybrid control systems have great potential for
autonomous control applications because they can switch between different
control laws based on discrete triggers in the system's operating range. This
approach allows autonomous controllers to use several tractable control laws
optimized for different regions in the state space, rather than relying on a
single controller across the entire operating range. However, the discrete
transitions between control laws in hybrid controllers present significant
challenges in proving stability and liveness properties for the complete system.
While tools from control theory can establish properties for individual control
modes, these guarantees do not generalize when mode switching is introduced.
Existing temporal logic synthesis tools like Strix can generate discrete
controllers from logical specifications, but they assume instantaneous mode
transitions. In hybrid systems, transitions occur along continuous trajectories
governed by differential equations, creating a verification gap that neither
purely discrete synthesis nor traditional control theory can address alone.
This research takes a novel approach to hybrid controller synthesis and
verification by bridging this gap. We will leverage formal methods to create
controllers that are correct-by-construction, enabling guarantees about the
complete system's behavior. To demonstrate this approach, we will develop an
autonomous controller for nuclear power plant start-up procedures. Nuclear power
represents an excellent test case because the continuous reactor dynamics are
well-studied, while the discrete mode switching requirements are explicitly
defined in regulatory procedures and operating guidelines. Current nuclear
reactor control \textit{is} already a hybrid system---many control room
functions employ automated controllers for basic tasks, but the engagement and
selection of these controllers relies on human operators following procedural
decision-making.
The capability to create high-assurance hybrid control systems has significant
potential to reduce labor costs in operating critical systems by removing human
operators from routine control loops. Nuclear power stands to benefit
substantially from increased controller autonomy, as operations and maintenance
represent the largest expense for current reactor designs. While emerging
technologies such as microreactors and small modular reactors will reduce
maintenance costs through factory-manufactured replacement components, they face
increased per-megawatt operating costs if required to maintain traditional
staffing levels. However, if increased autonomy can be safely introduced, these
economic challenges can be addressed while maintaining safety standards.
If this research is successful, we will achieve the following outcomes:
\begin{enumerate}
\item
\textbf{Formalize mode switching requirements as logical specifications that
can be synthesized into discrete controller implementations.} The discrete
transitions between continuous controller modes are often explicitly defined
in operating procedures and regulatory requirements for critical systems.
These natural language requirements will be translated into temporal logic
specifications, which will then be synthesized into provably correct
discrete controllers for continuous mode switching.
\item
\textbf{Categorize continuous controller modes by their strategic
relevance.} Different control modes serve distinct purposes: they may be
transitory (guiding the system toward a target state) or stabilizing
(maintaining the system within desired operating bounds). While the discrete
component handles mode switching decisions, this outcome will identify the
dynamic properties that continuous components must satisfy for each
controller mode.
\item
\textbf{Verify that continuous controller modes satisfy dynamic
requirements using appropriate analysis methods.} For linear dynamics, we
will apply classical control theory to establish stability and performance
within each mode. For nonlinear systems, reachability analysis will verify
that transitory modes drive the system toward intended transitions while
maintaining safety constraints, and that stabilizing modes maintain the
system within designated operating regions.
\item
\textbf{Prove that hybrid system implementations achieve strategic goals
across the complete operating range.} By synthesizing discrete controller
transitions from logical specifications using correct-by-construction
methods and verifying that continuous components perform appropriately
between discrete transitions, we can establish confidence that the hybrid
system is defect-free and suitable for deployment as a critical autonomous
controller.
\end{enumerate}

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@ -1,5 +1,5 @@
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@ -4,7 +4,7 @@
\maketitle
\input{goals-and-outcomes/v2}
\input{goals-and-outcomes/v3}
\bibliography{references}

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---
id: JRNL-20250904-135850
title: Thursday, September 04, 2025 - 01:58 PM
type: journal
created: 2025-09-04T17:58:50Z
modified: 2025-09-04T17:58:50Z
tags: [journal]
---
# Thursday, September 04, 2025 - 01:58 PM
So today is actually a late journal for yesterday... I got
sschleepy and went to bed.
Yesterday significantly less happened. I finished my first
draft of the goals and outcomes section, I went to class,
and then I got food at Totopo with Devyn and Erik
(Juengling).
The first draft of my goals and outcomes section was pretty
good I think, but there's still issues. For one, I've got to
tighten up my goal. It's just not good enough but it must
straddle a line between being too long and being jargony.
There's also problems with intellectual merit. I feel like
there's not one single issue that is being addressed.
We discussed this somewhat in the group meeting we had right
after class. Dan started talking about how for hybrid
systems the proving of stability is still very difficult. I
feel like I could have some good ideas on how to solve that
problem, because the answer has to exist in examining
boundary behavior. I should get a move on trying some things
out for that. I watched a lecture by Andre Platzer about
verifying hybrid systems, and while his system of
differential dynamic logic does seem to capture hybrid
system behavior, it feels way too complicated.
ERLM was fun. Dan went over some goals and outcomes
submissions and offered comments. I think mine would've been
one of the best but I've had a head start on this whole
proposal thing. Also, I feel like my writing experience
lets me get ideas across easily.
The rest of the day was pretty chill. I retooled my dating
profiles with some better pictures of me. One of me from the
last Yinz Run Club, and one again from Jonathan's wedding.
Claude thinks I need a picture that is a proof of
sociability. It might be right. The results though have been
dramatic. I'm certainly getting more matches and have a
couple new threads going.
Then, Devyn, Erik, and I caught up at Totopo. That was a lot
of fun :). Devyn is not having the best time out in King of
Prussia and is interviewing for jobs out here (As well as
around the country). He thinks Philadelphia Gear is a boring
company to work for, and for someone with his skillset, is
probably a waste of his talents. He and his girlfriend have
a debt mountain that they're trying to work down too--she is
having a really hard time finding a job with a biostatistics
degree. They're going on 27. It was really nice to see Devyn
again. I forgot how much I actually missed that guy. Erik
was good too, he's working full time at Siemens now and is
living in Lawrenceville with his girlfriend.
That's pretty much it from Wednesday. Today (Thursday) I
woke up and didn't really get moving until close to noon.
That's problematic but I do feel refreshed. Today I have the
union meeting, and I'm watching the Eagles game and
Andrew's.

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---
id: 2025-36
title: Weekly — 2025-09-02
type: Weekly
created: 2025-08-20T13:54:13Z
modified: 2025-09-03T18:59:44Z
tags: [weekly]
---
# Weekly - 2025 CW 36 (Aug 25 - Aug 30)
## Accomplishments
- Wrote the goals and outcomes, went up to V4.
- Goal was flubbed but have new content
- started thinking about how continuous dynamics need to be
included.
- Tried to watch a video about hybrid system verification.
Made fun of 'trajectories' nomenclature instead of
executions and then shit really went off the rails fast.
Lots of pretty figures but I have to be honest I have no
idea what the fuck he was talking about.
- Had crises about intellectual mert
## To Do
- Rewrite GO
- SOTA. Start writing.
- look up cones for math