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Updated thesis and added quantile performance plots to non autoregressive quantiles

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Victor Mylle
2024-05-04 14:13:37 +02:00
parent 074e654b8a
commit e0c42797e0
21 changed files with 337 additions and 349 deletions
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Reports/Thesis/verslag.tex
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@@ -179,11 +179,7 @@
\include{sections/literature_study}
% In introduction
\section{TODO: Better title for this section}
This thesis can be divided into two main parts. The first part focuses on modeling the Net Regulation Volume (NRV) of the Belgian electricity market for the next day. This modeling is conditioned on multiple inputs that can be obtained from Elia (TODO: add citation to the open data of Elia). The second part of the thesis focuses on optimizing a simple policy using the NRV generations for the next day. The policy tries to maximize profit by charging and discharging a battery and thereby buying and selling electricity on the market. Multiple models are trained and tested to model the NRV and compared to each other based on their profit optimization.
\input{sections/nrv_prediction}
\input{sections/results}
\section{Policies for battery optimization}