24 lines
1.8 KiB
TeX
24 lines
1.8 KiB
TeX
\babel@toc {english}{}\relax
|
|
\contentsline {section}{\numberline {1}Introduction}{2}{section.1}%
|
|
\contentsline {section}{\numberline {2}Background}{3}{section.2}%
|
|
\contentsline {subsection}{\numberline {2.1}Electricity market}{3}{subsection.2.1}%
|
|
\contentsline {subsection}{\numberline {2.2}Generative modeling}{5}{subsection.2.2}%
|
|
\contentsline {subsection}{\numberline {2.3}Diffusion models}{6}{subsection.2.3}%
|
|
\contentsline {subsubsection}{\numberline {2.3.1}Overview}{6}{subsubsection.2.3.1}%
|
|
\contentsline {subsubsection}{\numberline {2.3.2}Applications}{7}{subsubsection.2.3.2}%
|
|
\contentsline {subsubsection}{\numberline {2.3.3}Generation process}{7}{subsubsection.2.3.3}%
|
|
\contentsline {section}{\numberline {3}Literature Study}{9}{section.3}%
|
|
\contentsline {section}{\numberline {4}TODO: Better title for this section}{10}{section.4}%
|
|
\contentsline {section}{\numberline {5}NRV Prediction}{10}{section.5}%
|
|
\contentsline {subsection}{\numberline {5.1}Data}{10}{subsection.5.1}%
|
|
\contentsline {subsection}{\numberline {5.2}Quantile Regression}{12}{subsection.5.2}%
|
|
\contentsline {subsubsection}{\numberline {5.2.1}Training}{14}{subsubsection.5.2.1}%
|
|
\contentsline {subsubsection}{\numberline {5.2.2}Evaluation}{15}{subsubsection.5.2.2}%
|
|
\contentsline {subsubsection}{\numberline {5.2.3}Linear Model}{16}{subsubsection.5.2.3}%
|
|
\contentsline {subsubsection}{\numberline {5.2.4}Non-linear Model}{22}{subsubsection.5.2.4}%
|
|
\contentsline {subsubsection}{\numberline {5.2.5}GRU Model}{25}{subsubsection.5.2.5}%
|
|
\contentsline {subsection}{\numberline {5.3}Diffusion}{28}{subsection.5.3}%
|
|
\contentsline {section}{\numberline {6}Policies for battery optimization}{28}{section.6}%
|
|
\contentsline {subsection}{\numberline {6.1}Baselines}{28}{subsection.6.1}%
|
|
\contentsline {subsection}{\numberline {6.2}Policies using NRV predictions}{28}{subsection.6.2}%
|