example_shortterm_predictions {oRaklE} | R Documentation |
Example Shortterm Predictions Data
Description
This dataset extends the data from example_shortterm_demand_data
with the prediction results from the best derived short-term seasonality model.
The only covariates used for the model selection process are the hour of the day and an indicator if its a holiday or not.
Usage
example_shortterm_predictions
Format
A data frame with 43,800 rows and 40 columns:
country
The country, represented by the ISO2C country code (e.g.,
FR
for France).date
The date (in
YYYY-MM-DD
format).year
The respective year.
month
The respective month.
day
The respective day.
wday
The type of weekday (e.g.,
Sun
,Mon
)hour
The respective hour of the day.
hourly_demand
The actual hourly electricity demand (in megawatts).
hourly_demand_trend_corrected
The hourly demand corrected for long-term trends.
yearly
The yearly average electricity demand.
daily
The daily average electricity demand.
hourly_demand_trend_and_season_corrected
The hourly demand corrected for both long-term trends and seasonal variations.
holiday
A binary indicator for whether the day is a public holiday (
1
for holiday,0
for non-holiday).Hour0
,Hour1
,Hour2
,Hour3
,Hour4
,Hour5
,Hour6
,Hour7
,Hour8
,Hour9
,Hour10
,Hour11
,Hour12
,Hour13
,Hour14
,Hour15
,Hour16
,Hour17
,Hour18
,Hour19
,Hour20
,Hour21
,Hour22
,Hour23
Binary variables indicating the hour of the day, where each variable represents a specific hour (e.g.,
Hour0
for 00:00 to 00:59,Hour1
for 01:00 to 01:59, and so on up toHour23
for 23:00 to 23:59).short_term_lm_model_predictions
Model predictions for the short-term seasonality (the intraday pattern).
test_set_steps
Number of hours used in the test set for model evaluation.
example
A boolean indicator to mark this dataset as an example dataset.
Source
demand data: Transparency Platform of the European Network of Transmission System Operators for Electricity (ENTSO-E, https://transparency.entsoe.eu/); holidays: https://date.nager.at/api/v3/publicholidays/