Add files via upload

FinalPaper.bbl

@@ -0,0 +1,33 @@
+% Generated by IEEEtran.bst, version: 1.14 (2015/08/26)
+\begin{thebibliography}{1}
+\providecommand{\url}[1]{#1}
+\csname url@samestyle\endcsname
+\providecommand{\newblock}{\relax}
+\providecommand{\bibinfo}[2]{#2}
+\providecommand{\BIBentrySTDinterwordspacing}{\spaceskip=0pt\relax}
+\providecommand{\BIBentryALTinterwordstretchfactor}{4}
+\providecommand{\BIBentryALTinterwordspacing}{\spaceskip=\fontdimen2\font plus
+\BIBentryALTinterwordstretchfactor\fontdimen3\font minus
+  \fontdimen4\font\relax}
+\providecommand{\BIBforeignlanguage}[2]{{%
+\expandafter\ifx\csname l@#1\endcsname\relax
+\typeout{** WARNING: IEEEtran.bst: No hyphenation pattern has been}%
+\typeout{** loaded for the language `#1'. Using the pattern for}%
+\typeout{** the default language instead.}%
+\else
+\language=\csname l@#1\endcsname
+\fi
+#2}}
+\providecommand{\BIBdecl}{\relax}
+\BIBdecl
+
+\bibitem{kaestner:basics}
+W.~Kästner, ``Modeling and simulation basics,'' 2021.
+
+\bibitem{kaestner:SCANN}
+------, ``Soft computing artificial neural network,'' 2021.
+
+\bibitem{kaestner:Mark}
+------, ``Evaluation of reliability,'' 2021.
+
+\end{thebibliography}

FinalPaper.blg

@@ -0,0 +1,62 @@
+This is BibTeX, Version 0.99d
+Capacity: max_strings=200000, hash_size=200000, hash_prime=170003
+The top-level auxiliary file: FinalPaper.aux
+Reallocating 'name_of_file' (item size: 1) to 9 items.
+The style file: IEEEtran.bst
+Reallocating 'name_of_file' (item size: 1) to 17 items.
+Reallocating 'singl_function' (item size: 4) to 100 items.
+Reallocating 'singl_function' (item size: 4) to 100 items.
+Reallocating 'singl_function' (item size: 4) to 100 items.
+Reallocating 'wiz_functions' (item size: 4) to 6000 items.
+Reallocating 'singl_function' (item size: 4) to 100 items.
+Database file #1: bibliography.bib
+-- IEEEtran.bst version 1.14 (2015/08/26) by Michael Shell.
+-- http://www.michaelshell.org/tex/ieeetran/bibtex/
+-- See the "IEEEtran_bst_HOWTO.pdf" manual for usage information.
+Warning--empty note in kaestner:basics
+Warning--empty note in kaestner:SCANN
+Warning--empty note in kaestner:Mark
+
+Done.
+You've used 3 entries,
+            4087 wiz_defined-function locations,
+            831 strings with 7490 characters,
+and the built_in function-call counts, 890 in all, are:
+= -- 68
+> -- 12
+< -- 0
++ -- 6
+- -- 3
+* -- 52
+:= -- 204
+add.period$ -- 6
+call.type$ -- 3
+change.case$ -- 3
+chr.to.int$ -- 0
+cite$ -- 6
+duplicate$ -- 57
+empty$ -- 64
+format.name$ -- 3
+if$ -- 169
+int.to.chr$ -- 0
+int.to.str$ -- 3
+missing$ -- 12
+newline$ -- 32
+num.names$ -- 3
+pop$ -- 21
+preamble$ -- 1
+purify$ -- 0
+quote$ -- 2
+skip$ -- 60
+stack$ -- 0
+substring$ -- 3
+swap$ -- 36
+text.length$ -- 0
+text.prefix$ -- 0
+top$ -- 5
+type$ -- 3
+warning$ -- 3
+while$ -- 3
+width$ -- 4
+write$ -- 43
+(There were 3 warnings)

FinalPaper.lof

@@ -0,0 +1,58 @@
+\babel@toc {english}{}\relax 
+\contentsline {figure}{\numberline {1}{\ignorespaces System representation \cite {kaestner:basics}\relax }}{3}{figure.caption.1}%
+\contentsline {figure}{\numberline {2}{\ignorespaces Real system vs. Model of behavior \cite {kaestner:basics}\relax }}{5}{figure.caption.2}%
+\contentsline {figure}{\numberline {3}{\ignorespaces Real system vs. System model \cite {kaestner:basics}\relax }}{6}{figure.caption.3}%
+\contentsline {figure}{\numberline {4}{\ignorespaces Multilayer perceptron \cite {kaestner:SCANN}\relax }}{7}{figure.caption.4}%
+\contentsline {figure}{\numberline {5}{\ignorespaces Artificial neuron \cite {kaestner:SCANN}\relax }}{7}{figure.caption.5}%
+\contentsline {figure}{\numberline {6}{\ignorespaces Artificial neural networks in a feed forward configuration \cite {kaestner:SCANN}\relax }}{8}{figure.caption.6}%
+\contentsline {figure}{\numberline {7}{\ignorespaces Artificial neural networks in a lateral configuration \cite {kaestner:SCANN}\relax }}{8}{figure.caption.7}%
+\contentsline {figure}{\numberline {8}{\ignorespaces Artificial neural networks in a recurrent configuration \cite {kaestner:SCANN}\relax }}{8}{figure.caption.8}%
+\contentsline {figure}{\numberline {9}{\ignorespaces Binary model system state \cite {kaestner:Mark}\relax }}{9}{figure.caption.9}%
+\contentsline {figure}{\numberline {10}{\ignorespaces Failure rate curve \cite {kaestner:Mark}\relax }}{10}{figure.caption.10}%
+\contentsline {figure}{\numberline {11}{\ignorespaces Failure vs survival rate on a single component w/without repair \cite {kaestner:Mark}\relax }}{11}{figure.caption.11}%
+\contentsline {figure}{\numberline {12}{\ignorespaces Single component \cite {kaestner:Mark}\relax }}{11}{figure.caption.12}%
+\contentsline {figure}{\numberline {13}{\ignorespaces Two components in parallel \cite {kaestner:Mark}\relax }}{12}{figure.caption.13}%
+\contentsline {figure}{\numberline {14}{\ignorespaces Markov model \cite {kaestner:Mark}\relax }}{13}{figure.caption.14}%
+\contentsline {figure}{\numberline {15}{\ignorespaces Raw data visualization\relax }}{14}{figure.caption.15}%
+\contentsline {figure}{\numberline {16}{\ignorespaces Raw data on a mesh-grid\relax }}{15}{figure.caption.16}%
+\contentsline {figure}{\numberline {17}{\ignorespaces Data after first filter\relax }}{15}{figure.caption.17}%
+\contentsline {figure}{\numberline {18}{\ignorespaces Final processed data graph\relax }}{16}{figure.caption.18}%
+\contentsline {figure}{\numberline {19}{\ignorespaces Final processed data mesh-grid\relax }}{17}{figure.caption.19}%
+\contentsline {figure}{\numberline {20}{\ignorespaces Graph of artificial neural network \relax }}{24}{figure.caption.20}%
+\contentsline {figure}{\numberline {21}{\ignorespaces Error development for network with pruning\relax }}{25}{figure.caption.21}%
+\contentsline {figure}{\numberline {22}{\ignorespaces Results before optimization\relax }}{25}{figure.caption.22}%
+\contentsline {figure}{\numberline {23}{\ignorespaces Error scope before optimization\relax }}{26}{figure.caption.23}%
+\contentsline {figure}{\numberline {24}{\ignorespaces Weights values with pruning\relax }}{26}{figure.caption.24}%
+\contentsline {figure}{\numberline {25}{\ignorespaces Graph of artificial neural network without pruning\relax }}{27}{figure.caption.25}%
+\contentsline {figure}{\numberline {26}{\ignorespaces Error progression without pruning\relax }}{28}{figure.caption.26}%
+\contentsline {figure}{\numberline {27}{\ignorespaces Results after optimization\relax }}{28}{figure.caption.27}%
+\contentsline {figure}{\numberline {28}{\ignorespaces Error scope after optimization\relax }}{29}{figure.caption.28}%
+\contentsline {figure}{\numberline {29}{\ignorespaces Error progression without pruning for test\relax }}{29}{figure.caption.29}%
+\contentsline {figure}{\numberline {30}{\ignorespaces Results test\relax }}{30}{figure.caption.30}%
+\contentsline {figure}{\numberline {31}{\ignorespaces Model diagram\relax }}{32}{figure.caption.31}%
+\contentsline {figure}{\numberline {32}{\ignorespaces Ideal model diagram\relax }}{34}{figure.caption.32}%
+\contentsline {figure}{\numberline {33}{\ignorespaces Ideal time life\relax }}{35}{figure.caption.33}%
+\contentsline {figure}{\numberline {34}{\ignorespaces Ideal rates\relax }}{35}{figure.caption.34}%
+\contentsline {figure}{\numberline {35}{\ignorespaces Intersection between failure and survival rates \relax }}{36}{figure.caption.35}%
+\contentsline {figure}{\numberline {36}{\ignorespaces Failure probability at the obtained lifetime\relax }}{36}{figure.caption.36}%
+\contentsline {figure}{\numberline {37}{\ignorespaces Input graph\relax }}{38}{figure.caption.37}%
+\contentsline {figure}{\numberline {38}{\ignorespaces Input table\relax }}{39}{figure.caption.38}%
+\contentsline {figure}{\numberline {39}{\ignorespaces Simulation of the $\lambda $ equation: scheme\relax }}{39}{figure.caption.39}%
+\contentsline {figure}{\numberline {40}{\ignorespaces Simulation of the state model: scheme\relax }}{40}{figure.caption.40}%
+\contentsline {figure}{\numberline {41}{\ignorespaces Classical Markov model: scheme\relax }}{40}{figure.caption.41}%
+\contentsline {figure}{\numberline {42}{\ignorespaces Hybrid Markov model: scheme\relax }}{41}{figure.caption.42}%
+\contentsline {figure}{\numberline {43}{\ignorespaces Stress conditions and MLP output graph\relax }}{42}{figure.caption.43}%
+\contentsline {figure}{\numberline {44}{\ignorespaces $\tilde {\lambda }$ calculation\relax }}{43}{figure.caption.44}%
+\contentsline {figure}{\numberline {45}{\ignorespaces Classical Markov model: states probabilities\relax }}{43}{figure.caption.45}%
+\contentsline {figure}{\numberline {46}{\ignorespaces Classical Markov model: lifetime \relax }}{44}{figure.caption.46}%
+\contentsline {figure}{\numberline {47}{\ignorespaces Classical Markov model: failure and survival rates\relax }}{44}{figure.caption.47}%
+\contentsline {figure}{\numberline {48}{\ignorespaces Classical Markov model:Failure rate at obtained lifetime\relax }}{44}{figure.caption.48}%
+\contentsline {figure}{\numberline {49}{\ignorespaces Hybrid Markov model: states probabilities\relax }}{45}{figure.caption.49}%
+\contentsline {figure}{\numberline {50}{\ignorespaces Hybrid Markov model: lifetime\relax }}{45}{figure.caption.50}%
+\contentsline {figure}{\numberline {51}{\ignorespaces Hybrid Markov model: lifetime failure and survival rates\relax }}{46}{figure.caption.51}%
+\contentsline {figure}{\numberline {52}{\ignorespaces Hybrid Markov model: Failure rate at obtained lifetime\relax }}{46}{figure.caption.52}%
+\contentsline {figure}{\numberline {53}{\ignorespaces Comparison between the states probabilities\relax }}{47}{figure.caption.53}%
+\contentsline {figure}{\numberline {54}{\ignorespaces Life-time comparison\relax }}{48}{figure.caption.54}%
+\contentsline {figure}{\numberline {55}{\ignorespaces Failure and survival rates comparison\relax }}{48}{figure.caption.55}%
+\contentsline {figure}{\numberline {56}{\ignorespaces Failure rate at suggested maintenance of 27 units of time \relax }}{51}{figure.caption.56}%
+\contentsline {figure}{\numberline {57}{\ignorespaces Failure rate at suggested maintenance of 25 units of time \relax }}{52}{figure.caption.57}%