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Jonathan Berrisch
2025-06-01 18:49:18 +02:00
parent ce7b930b9a
commit 52dda50048
2 changed files with 27 additions and 15 deletions
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index.qmd
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@@ -97,20 +97,18 @@ col_yellow <- "#FCE135"
## The beginning: June 2020 ## The beginning: June 2020
<center> ![Artwork by [\@allison_horst](https://allisonhorst.com/)](assets/allisonhorst/the_beginning_cropped.png)
<img src="assets/allisonhorst/the_beginning_cropped.png">
</center>
## Motivation ## Motivation
:::: {.columns} :::: {.columns}
::: {.column width="48%"} ::: {.column width="53%"}
<table style="width: 100%; border-collapse: separate; border-spacing: 0 0.7em; border: none;"> <table style="width: 100%; border-collapse: separate; border-spacing: 0 0.8em; border: none;">
<tr style="border: none;"> <tr style="border: none;">
<td style="vertical-align: top; width: 1.5em; border: none;"> <td style="vertical-align: top; width: 1.5em; border: none;">
<i class="fa fa-fw fa-network-wired" style="color:var(--col_green_10);"></i> <i class="fa fa-fw fa-network-wired" style="color:var(--col_grey_9);"></i>
</td> </td>
<td style="border: none;"> <td style="border: none;">
Energy market liberalization created complex, interconnected trading systems Energy market liberalization created complex, interconnected trading systems
@@ -118,7 +116,7 @@ col_yellow <- "#FCE135"
</tr> </tr>
<tr style="border: none;"> <tr style="border: none;">
<td style="vertical-align: top; border: none;"> <td style="vertical-align: top; border: none;">
<i class="fa fa-fw fa-wind" style="color:var(--col_green_10);"></i> <i class="fa fa-fw fa-wind" style="color:var(--col_grey_9);"></i>
</td> </td>
<td style="border: none;"> <td style="border: none;">
Renewable energy transition introduces uncertainty and volatility from weather-dependent generation Renewable energy transition introduces uncertainty and volatility from weather-dependent generation
@@ -126,7 +124,7 @@ col_yellow <- "#FCE135"
</tr> </tr>
<tr style="border: none;"> <tr style="border: none;">
<td style="vertical-align: top; border: none;"> <td style="vertical-align: top; border: none;">
<i class="fa fa-fw fa-chart-line" style="color:var(--col_green_10);"></i> <i class="fa fa-fw fa-chart-line" style="color:var(--col_grey_9);"></i>
</td> </td>
<td style="border: none;"> <td style="border: none;">
Traditional point forecasts are inadequate for modern energy markets with increasing uncertainty Traditional point forecasts are inadequate for modern energy markets with increasing uncertainty
@@ -134,7 +132,7 @@ col_yellow <- "#FCE135"
</tr> </tr>
<tr style="border: none;"> <tr style="border: none;">
<td style="vertical-align: top; border: none;"> <td style="vertical-align: top; border: none;">
<i class="fa fa-fw fa-percent" style="color:var(--col_green_10);"></i> <i class="fa fa-fw fa-percent" style="color:var(--col_grey_9);"></i>
</td> </td>
<td style="border: none;"> <td style="border: none;">
Risk inherently *is* a probabilistic concept Risk inherently *is* a probabilistic concept
@@ -142,7 +140,7 @@ col_yellow <- "#FCE135"
</tr> </tr>
<tr style="border: none;"> <tr style="border: none;">
<td style="vertical-align: top; border: none;"> <td style="vertical-align: top; border: none;">
<i class="fa fa-fw fa-dice" style="color:var(--col_green_10);"></i> <i class="fa fa-fw fa-dice" style="color:var(--col_grey_9);"></i>
</td> </td>
<td style="border: none;"> <td style="border: none;">
**Probabilistic forecasting** essential for risk management, planning and decision making in volatile energy environments **Probabilistic forecasting** essential for risk management, planning and decision making in volatile energy environments
@@ -150,7 +148,7 @@ col_yellow <- "#FCE135"
</tr> </tr>
<tr style="border: none;"> <tr style="border: none;">
<td style="vertical-align: top; border: none;"> <td style="vertical-align: top; border: none;">
<i class="fa fa-fw fa-sync-alt" style="color:var(--col_green_10);"></i> <i class="fa fa-fw fa-sync-alt" style="color:var(--col_grey_9);"></i>
</td> </td>
<td style="border: none;"> <td style="border: none;">
**Online learning** methods needed for fast-updating models with streaming energy data **Online learning** methods needed for fast-updating models with streaming energy data
@@ -165,13 +163,19 @@ col_yellow <- "#FCE135"
::: :::
::: {.column width="48%"} ::: {.column width="43%"}
![Image generated by Sora (OpenAI)](assets/Renewable_Energy_Forecasting.png)
::: :::
:::: ::::
## Overview of the Thesis {transition="fade" transition-speed="slow" #sec-overview} ## Overview of the Thesis {#sec-overview}
::: {.r-stack}
::: {.fragment .fade-in-then-out}
<table style="width: 100%; border-collapse: separate; border-spacing: 0 1em; border: none;"> <table style="width: 100%; border-collapse: separate; border-spacing: 0 1em; border: none;">
<tr style="border: none;"> <tr style="border: none;">
@@ -232,7 +236,9 @@ col_yellow <- "#FCE135"
</tr> </tr>
</table> </table>
## Overview of the Thesis {transition="fade" transition-speed="slow"} :::
::: {.fragment .fade-in-then-out}
<table style="width: 100%; border-collapse: separate; border-spacing: 0 1em; border: none;"> <table style="width: 100%; border-collapse: separate; border-spacing: 0 1em; border: none;">
<tr style="border: none;"> <tr style="border: none;">
@@ -293,7 +299,9 @@ col_yellow <- "#FCE135"
</tr> </tr>
</table> </table>
## Overview of the Thesis :::
::: {.fragment .fade-in-then-out}
<table style="width: 100%; border-collapse: separate; border-spacing: 0 1em; border: none;"> <table style="width: 100%; border-collapse: separate; border-spacing: 0 1em; border: none;">
<tr class = "greyed-out" style="border: none;"> <tr class = "greyed-out" style="border: none;">
@@ -354,6 +362,10 @@ col_yellow <- "#FCE135"
</tr> </tr>
</table> </table>
:::
:::
## Overview ## Overview
:::: {.columns} :::: {.columns}