example_demand_data_filled

This dataset contains the same data as <code>example_demand_data</code> with any missing values filled.

dataset

demand

Advanced forecasting algorithms for long-term energy demand at the
national or regional level. The methodology is based on Grandón et al. (2024)
<doi:10.1016/j.apenergy.2023.122249>; Zimmermann & Ziel (2024)
<doi:10.1016/j.apenergy.2025.125444>. Real-time data, including power demand, weather conditions, and macroeconomic indicators, are provided through automated API integration with various institutions. The modular approach maintains transparency on the various model selection processes and encompasses the ability to be adapted to individual needs. 'oRaklE' tries to help facilitating robust decision-making in energy management and planning.

Johannes Schwenzer

oRaklE

Multi-Horizon Electricity Demand Forecasting in High Resolution

Simone Maxand

Tatiana Gonzalez Grandón

example_demand_data_filled function

A data frame with 43,824 rows and 7 columns:<dl>
<dt><code>date</code></dt>
<dd>The date and time of the demand measurement (in <code>YYYY-MM-DD HH:MM:SS</code> format).</dd><dt><code>load</code></dt>
<dd>The electricity demand.</dd><dt><code>unit</code></dt>
<dd>The unit of measurement (MW).</dd><dt><code>year</code></dt>
<dd>The year of the respective timepoint.</dd><dt><code>time_interval</code></dt>
<dd>The time interval at which the demand was reported (e.g., <code>60 mins</code>).</dd><dt><code>country</code></dt>
<dd>The country, represented by the ISO2C country code (e.g., <code>FR</code> for France).</dd><dt><code>example</code></dt>
<dd>A boolean indicator to mark this dataset as an example dataset.</dd>
</dl>

Format

Example Demand Data Filled — example_demand_data_filled

A data frame with 43,824 rows and 7 columns:<dl>
<dt><code>date</code></dt>
<dd>The date and time of the demand measurement (in <code>YYYY-MM-DD HH:MM:SS</code> format).</dd>

<dt><code>load</code></dt>
<dd>The electricity demand.</dd>

<dt><code>unit</code></dt>
<dd>The unit of measurement (MW).</dd>

<dt><code>year</code></dt>
<dd>The year of the respective timepoint.</dd>

<dt><code>time_interval</code></dt>
<dd>The time interval at which the demand was reported (e.g., <code>60 mins</code>).</dd>

<dt><code>country</code></dt>
<dd>The country, represented by the ISO2C country code (e.g., <code>FR</code> for France).</dd>

<dt><code>example</code></dt>
<dd>A boolean indicator to mark this dataset as an example dataset.</dd>


</dl>

example_demand_data_filled: Example Demand Data Filled

Description

Usage

Arguments

Format