From fc33f3840983d2249accfee1eaa0c89563d7dbea Mon Sep 17 00:00:00 2001 From: Anthony Berg Date: Wed, 22 May 2024 14:48:49 +0100 Subject: [PATCH] feat(dissertation): write conclusion in full --- pub/dissertation/chapters/conclusion.tex | 284 +++++++++++++++-------- pub/dissertation/dissertation.pdf | Bin 980525 -> 982269 bytes 2 files changed, 181 insertions(+), 103 deletions(-) diff --git a/pub/dissertation/chapters/conclusion.tex b/pub/dissertation/chapters/conclusion.tex index a7ea3d0..2315ede 100644 --- a/pub/dissertation/chapters/conclusion.tex +++ b/pub/dissertation/chapters/conclusion.tex @@ -2,116 +2,194 @@ \begin{document} % What changes were made? -\section{Changes} -\begin{itemize} - \item Added the checklist manager which was not a part of the original - objectives - \begin{itemize} - \item Helped more to visualize the project - \item Aided in gathering statistics for how well the checklist performed - \item Using Kotlin helped speed up development, it simplifies parts - of Java and omitted a lot of boilerplate code that is required in Java, - such as setters and getters - \end{itemize} - \item How the Formal Model would interact was modified - \begin{itemize} - \item Initially was designed so that the formal model would complete - the entirety of the checklist, however, it was not useful for interacting - with the flight simulator - \item Modified the model to provide it would be similar to actions pilots can - do in the cockpit - \item Therefore acts like Read Checklist → Pilot Logic (VDM) → Do Action (XPC) - \end{itemize} - \item Originally was supposed to write an original plugin to connect to the flight simulator - \begin{itemize} - \item Whilst creating the plugin, sockets were confusing and accidentally stumbled - on the X-Plane Connect GitHub repository - \item This could have been prevented if a design document was created and - time was spent researching for tools in obscure places - \end{itemize} -\end{itemize} +\section{What Changed?} +% \begin{itemize} +% \item Added the checklist manager which was not a part of the original +% objectives +% \begin{itemize} +% \item Helped more to visualize the project +% \item Aided in gathering statistics for how well the checklist performed +% \item Using Kotlin helped speed up development, it simplifies parts +% of Java and omitted a lot of boilerplate code that is required in Java, +% such as setters and getters +% \end{itemize} +% \item How the Formal Model would interact was modified +% \begin{itemize} +% \item Initially was designed so that the formal model would complete +% the entirety of the checklist, however, it was not useful for interacting +% with the flight simulator +% \item Modified the model to provide it would be similar to actions pilots can +% do in the cockpit +% \item Therefore acts like Read Checklist → Pilot Logic (VDM) → Do Action (XPC) +% \end{itemize} +% \item Originally was supposed to write an original plugin to connect to the flight simulator +% \begin{itemize} +% \item Whilst creating the plugin, sockets were confusing and accidentally stumbled +% on the X-Plane Connect GitHub repository +% \item This could have been prevented if a design document was created and +% time was spent researching for tools in obscure places +% \end{itemize} +% \end{itemize} +One of the major changes to the project was adding the Checklist Tester GUI, as it was +not a part of the original objectives. This was helpful to the project as it helped +in visualization of each module and what improvements could be made to the prototype, +allowing a way to gather statistics for how well the checklist performed by storing it +in a database, and using Kotlin helped speed up development, as it simplifies parts of +Java and omitted a lot of boilerplate code that is required in Java, such as getters and setters. + +Because of the Checklist Tester GUI, how the Formal Model would interact was modified as a result. +It was initially designed so that the formal model would complete the entirety of the checklist, +however, it was not useful for interacting with the simulator as the formal model could not +specifically give a command on what each step should do. + +This therefore would allow the formal model to act like a pilot as the way it would act was: +Read Checklist → Pilot Logic (VDM) → Do Action (XPC). + +Another change was that originally a plugin for X-Plane was supposed to be written from +scratch to connect to the flight simulator. However, whilst creating the plugin, sockets +were confusing and accidentally stumbled on the X-Plane Connect GitHub repository when trying +to find a simpler solution to the sockets. This mishap could have been prevented if a design +document was created alongside spending time researching tools in more obscure places. + +One of the objectives were also removed from this project, which was to research +pilot reaction times and how long it would take for a pilot to complete a step in the +checklist. It came with difficulties as there are too many factors that can affect a +pilot's reaction time, such as age, experience on an aircraft, total experience, +how far the pilot is from a button, etc. Even if there were studies for this, it would be +out of the scope for this project as it would require a lot of development, potentially +delving into machine learning. Therefore, a set artificial delay was added between each +step of the checklist during testing. % What objectives were met? -\section{Objectives} -\begin{itemize} - \item Most of the objectives were met - \item One of the original objectives was to research pilot - reaction times and how long it takes pilots to complete an action - \begin{itemize} - \item However, not able to do that as there are too many factors - that can affect a pilot's reaction time, such as age, - experience on an aircraft, total experience, how far a button is - from the pilot, etc. - \end{itemize} - \item Objective 2.a. was met to an extent - \begin{itemize} - \item Currently, the states of the aircraft monitored are only - the actions specified in the test, in the checklist tester - \item There could be more variables that could be monitored. Such - as engine fire, could monitor the engine temperature or thrust - produced by engine - \item This would have required a substantial amount of planning - as checklists do have conditional statements, - for example \enquote{If APU is available, then do Step 3 else do Step 4} - \end{itemize} - \item Objective 2.b. was also met to an extent - \begin{itemize} - \item Currently, this can be met by re-running the test multiple - times manually - \item However, it is manual at this stage due to limitations of XPC - and setting up the aircraft - \item The test data is stored on the database, hence test results - can be analysed to see the consistency between each test - \end{itemize} - \item The Checklist Tester does not currently run actions from the - Formal Model due to implementing the functions from VDMJ being - laborious - \item Hence focus was put on XPC first, as it would produce direct results -\end{itemize} +\section{What Objectives were met?} +% \begin{itemize} +% \item Most of the objectives were met +% \item One of the original objectives was to research pilot +% reaction times and how long it takes pilots to complete an action +% \begin{itemize} +% \item However, not able to do that as there are too many factors +% that can affect a pilot's reaction time, such as age, +% experience on an aircraft, total experience, how far a button is +% from the pilot, etc. +% \end{itemize} +% \item Objective 2.a. was met to an extent +% \begin{itemize} +% \item Currently, the states of the aircraft monitored are only +% the actions specified in the test, in the checklist tester +% \item There could be more variables that could be monitored. Such +% as engine fire, could monitor the engine temperature or thrust +% produced by engine +% \item This would have required a substantial amount of planning +% as checklists do have conditional statements, +% for example \enquote{If APU is available, then do Step 3 else do Step 4} +% \end{itemize} +% \item Objective 2.b. was also met to an extent +% \begin{itemize} +% \item Currently, this can be met by re-running the test multiple +% times manually +% \item However, it is manual at this stage due to limitations of XPC +% and setting up the aircraft +% \item The test data is stored on the database, hence test results +% can be analysed to see the consistency between each test +% \end{itemize} +% \item The Checklist Tester does not currently run actions from the +% Formal Model due to implementing the functions from VDMJ being +% laborious +% \item Hence focus was put on XPC first, as it would produce direct results +% \end{itemize} + +In this project, most of the objectives were met, but some of them were not +met completely. + +Objective 2.a. was met to an extent as currently the states of the aircraft monitored +are only for the action specified in the checklist test. To improve on this, +there could have been more variables that could have been defined and monitored, +such as if there was a test for an engine fire checklist, the Checklist Tester could +have monitored the engine temperature or the thrust produced by the engine. + +Objective 2.b. was also partially met as to ensure that the checklist is consistent in the +result, the test for that checklist has to be run multiple times manually. This is due +to limitations of XPC as it does not have the required functions to set up the plane up +automatically before each test. However, as the test data is stored on the database for +each test, this could be analysed to see the consistency between each test. + +Another objective that was not met was due to the lack of time, and it was using the formal +model during the tests for verifiability. The problem was the amount of time it took +to implement the VDMJ wrapper that led to focus being put on XPC as it would produce +results for each test with data. -\section{What Next} +\section{What Next?} +% \begin{itemize} +% \item Formal Model +% \begin{itemize} +% \item Implemented either by creating an automatic wrapper. +% Done by either potentially linking the VDMJ LSP, or creating a +% plugin for VDMJ +% \item Or doing string manipulation on the VDM results for each of the +% functions as a lot of it is copy and paste - can be bad practice as +% it requires a lot of hard-coded code +% \end{itemize} +% \item Monitoring more of the aircraft +% \begin{itemize} +% \item Done by adding options in the Checklist Tester for extra +% Datarefs to monitor +% \item Modifying the \lstinline|Aircraft| record type to include a +% states type that checks multiple times throughout the procedure +% if this state has violated a constraint or if the goal of the +% state has been achieved (e.g. Engine is no longer on fire) +% \end{itemize} +% \item Expanding out of the scope of the objectives, +% conditional logic, such as if statements, to the checklist +% would be the next logical step +% \begin{itemize} +% \item VDM-SL would be really helpful for this, as can be used to +% design logic to be used outside of Kotlin +% \item This would allow for further automation of checklists, +% rather than only testing linearly, which at this current state +% would require writing the test multiple times +% \end{itemize} +% \item Adding more detailed test results +% \begin{itemize} +% \item Use analysis of previous test results to gain an understanding +% of the reproducibility of the procedure +% \item Keep track of aircraft state, such as speed or altitude +% aiding in understanding if the procedure may impose a safety risk +% \end{itemize} +% \end{itemize} The most important next steps to implement would be linking the formal mode, adding options of what parts of the aircraft -to monitor +to monitor. + +The steps to doing this would first require the VDMJ wrapper to be implemented completely. +This could be done by either creating types that will be created in Kotlin dynamically +by potentially using the VDMJ LSP or creating a plugin for VDMJ. Or another option would +be to keep on using string manipulation which would be quicker, as it would +mostly be copy and pasting, but it is bad practice as it makes maintaining the code more +difficult due to the hard-coded nature of using string manipulation. + +Another improvement that should be implemented would be monitoring more of the aircraft. +It would be done by adding options to the Checklist Tester for extra datarefs to monitor, +and modifying the \lstinline|Aircraft| record type to include a states type that is checked +multiple times throughout the test if a certain state of the aircraft has violated a +constraint or if the goal of the state has been achieved (e.g. engine is no longer on fire). + +Expanding outside the objectives, there are other features that could be added. + +One of them being adding conditional logic, such as if statements, when defining the checklist +in the Checklist Tester and the formal model. +VDM-SL would be really useful for this, as it can be used to design logic that handles +these conditional statements that can be used outside of Kotlin. It would also allow for +further automation of checklists, rather than only testing linearly, which at this current +state would require writing the tests multiple times if the checklist has conditional +statements in them. + +Finally, the last improvement would be to add more detailed test results. This would +be done by adding a screen after the Checklist Tester is done running through the checklist +to show the results. And with these results, the previous test results can be +analysed to gain an understanding of the reproducibility of the checklist, or showing +how the states of the aircraft has changed during the test. -\begin{itemize} - \item Formal Model - \begin{itemize} - \item Implemented either by creating an automatic wrapper. - Done by either potentially linking the VDMJ LSP, or creating a - plugin for VDMJ - \item Or doing string manipulation on the VDM results for each of the - functions as a lot of it is copy and paste - can be bad practice as - it requires a lot of hard-coded code - \end{itemize} - \item Monitoring more of the aircraft - \begin{itemize} - \item Done by adding options in the Checklist Tester for extra - Datarefs to monitor - \item Modifying the \lstinline|Aircraft| record type to include a - states type that checks multiple times throughout the procedure - if this state has violated a constraint or if the goal of the - state has been achieved (e.g. Engine is no longer on fire) - \end{itemize} - \item Expanding out of the scope of the objectives, - conditional logic, such as if statements, to the checklist - would be the next logical step - \begin{itemize} - \item VDM-SL would be really helpful for this, as can be used to - design logic to be used outside of Kotlin - \item This would allow for further automation of checklists, - rather than only testing linearly, which at this current state - would require writing the test multiple times - \end{itemize} - \item Adding more detailed test results - \begin{itemize} - \item Use analysis of previous test results to gain an understanding - of the reproducibility of the procedure - \item Keep track of aircraft state, such as speed or altitude - aiding in understanding if the procedure may impose a safety risk - \end{itemize} -\end{itemize} \end{document} diff --git a/pub/dissertation/dissertation.pdf b/pub/dissertation/dissertation.pdf index 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