Thesis/Reports/Thesis/verslag.tex

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% Electricity market
% Generative Modeling
% -> Quantile Regression
% -> Autoregressive vs non autoregressive
% -> Modellen (linear, non linear, gru)
% -> Diffusion (1 grote)
% Policies (globaal, hoe winst maken) Wij heel simpele, tonen dat NRV generaties nut hebben. Reinforcement learning voor complexere 
% -> Baseline Policies
% -> Policies based on generations (NRV is nu full day samples)
% Waarom nuttig om toekomst te modellen
% Results & discussion
% -> Per model resultaten
% -> Comparison between models

% Conclusion

% plot mean and std for averaged NRV over all days
% Autoregressive models krijgen enkels voorspelde waardes voor dat kwartier, waarom niet van kwartieren erna ook? Uitleg: voor laatste kwartier van de dag, voorspelling van de dag erna nodig. Anders extra padding. 

% Non autoregressive vs autoregressive. Autoregressive weet niet dat hij T+1 ... T+96 moet voorspellen. Denkt dat hij enkel T+1 voorspelt. Te overconfident in voorspellingen voor input met error.

\newcolumntype{C}{>{\centering\arraybackslash}X}


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\usepackage{ulem} % for colored underline
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\thetitle{Generative modeling of electricity imbalance prices for battery optimization}
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% The first (top) infobox at bottom of titlepage
\infoboxa{\bfseries\large Master Thesis}

% The second infobox at bottom of titlepage
\infoboxb{Name: 
\begin{tabular}[t]{l}
    Victor Mylle
\end{tabular}
}

% The third infobox at bottom of titlepage
\infoboxc{
    Promotors:
    \begin{tabular}[t]{l}
        prof. dr. ir. Chris Develder \\
        prof. Bert Claessens
    \end{tabular}
    \\\\
    Supervisor: 
    \begin{tabular}[t]{l}
        Jonas Van Gompel
    \end{tabular}
}

% The last (bottom) infobox at bottom of titlepage
\infoboxd{Academic year: 2023--2024} % note dash, not hyphen


\begin{document}

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% ------------ TITLE PAGE ---------
\maketitle
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% =====================================================================
% Front matter
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% ------------ TABLE OF CONTENTS ---------
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%     \vspace*{2cm} % Add vertical space

%     {\large Title: Forecasting and generative modeling of the Belgian electricity market\par}
    
%     \vspace{2cm}
%     {\Large Victor Mylle\par}
    
%     \vspace{1cm}
%     {\large }
    
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%     {\large Mentor: }
    
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% ------------ ABSTRACT ---------




% ------------ Introduction ---------
\include{sections/introduction}


\include{sections/background}

\include{sections/policies}

\include{sections/literature_study}

\input{sections/results}

\newpage
\section{Policies for battery optimization}
\subsection{Baselines}

\subsection{Policies using NRV predictions}

\newpage
% bibliography
\printbibliography

\end{document}