example_midterm_demand_data

Example Midterm Demand Data
This dataset contains the seasonal mid-term demand (the difference between the yearly average hourly electricity demand and the daily average hourly electricity demand)
for each day for France from 2017 until 2021.

dataset

midterm-demand

weather-variables

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_midterm_demand_data function

A data frame with 1,825 rows and 10 columns:<dl>
<dt><code>country</code></dt>
<dd>The country, represented by the ISO2C country code (e.g., <code>FR</code> for France).</dd><dt><code>date</code></dt>
<dd>The date of the mid-term demand measurement (in <code>YYYY-MM-DD</code> format).</dd><dt><code>year</code></dt>
<dd>The year of the observation.</dd><dt><code>month</code></dt>
<dd>The month of the observation.</dd><dt><code>day</code></dt>
<dd>The day of the month for the observation.</dd><dt><code>wday</code></dt>
<dd>The day of the week for the observation (where 1 represents Sunday and 7 represents Saturday).</dd><dt><code>avg_hourly_demand</code></dt>
<dd>The average hourly electricity demand (in megawatts) for the day.</dd><dt><code>seasonal_avg_hourly_demand</code></dt>
<dd>The seasonal average hourly demand (in megawatts) for the day.</dd><dt><code>holiday</code></dt>
<dd>Indicates whether the day is a public holiday (<code>1</code> for holiday, <code>0</code> for non-holiday).</dd><dt><code>example</code></dt>
<dd>A boolean indicator to mark this dataset as an example dataset.</dd>
</dl>

Format

Example Midterm Demand Data
This dataset contains the seasonal mid-term demand (the difference between the yearly average hourly electricity demand and the daily average hourly electricity demand)
for each day for France from 2017 until 2021. — example_midterm_demand_data

A data frame with 1,825 rows and 10 columns:<dl>
<dt><code>country</code></dt>
<dd>The country, represented by the ISO2C country code (e.g., <code>FR</code> for France).</dd>

<dt><code>date</code></dt>
<dd>The date of the mid-term demand measurement (in <code>YYYY-MM-DD</code> format).</dd>

<dt><code>year</code></dt>
<dd>The year of the observation.</dd>

<dt><code>month</code></dt>
<dd>The month of the observation.</dd>

<dt><code>day</code></dt>
<dd>The day of the month for the observation.</dd>

<dt><code>wday</code></dt>
<dd>The day of the week for the observation (where 1 represents Sunday and 7 represents Saturday).</dd>

<dt><code>avg_hourly_demand</code></dt>
<dd>The average hourly electricity demand (in megawatts) for the day.</dd>

<dt><code>seasonal_avg_hourly_demand</code></dt>
<dd>The seasonal average hourly demand (in megawatts) for the day.</dd>

<dt><code>holiday</code></dt>
<dd>Indicates whether the day is a public holiday (<code>1</code> for holiday, <code>0</code> for non-holiday).</dd>

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


</dl>

Example Midterm Demand Data
This dataset contains the seasonal mid-term demand (the difference between the yearly average hourly electricity demand and the daily average hourly electricity demand)
for each day for France from 2017 until 2021.

example_midterm_demand_data: Example Midterm Demand Data This dataset contains the seasonal mid-term demand (the difference between the yearly average hourly electricity demand and the daily average hourly electricity demand) for each day for France from 2017 until 2021.

Description

Usage

Arguments

Format