Multi-Horizon Electricity Demand Forecasting in High Resolution

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Documentation for package ‘oRaklE’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

add_holidays_mid_term	Add holidays to the mid-term series
add_holidays_short_term	Add holidays to the short-term series
combine_models	Combine forecast models
combine_models_future	Combine forecast models for future predictions
decompose_load_data	Decomposing the load data into long-, mid- and short-term component
example_decomposed_data	Example Decomposed Data
example_demand_data	Example Demand Data
example_demand_data_filled	Example Demand Data Filled
example_full_model_future_predictions	Example Full Model Future Predictions Data
example_full_model_predictions	Example Full Model Predictions Data
example_longterm_and_macro_data	Example Longterm and Macro Data
example_longterm_data	Example Longterm Data
example_longterm_future_macro_data	Example Longterm Future Macro Data
example_longterm_future_predictions	Example Longterm Future Predictions Data
example_longterm_predictions	Example Longterm Predictions Data
example_midterm_demand_and_weather_data	Example Midterm Demand and Weather Data
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.
example_midterm_future_predictions	Example Midterm Future Predictions Data
example_midterm_predictions	Example Midterm Predictions Data
example_shortterm_demand_data	Example Short-term Demand Data
example_shortterm_future_predictions	Example Shortterm Future Predictions Data
example_shortterm_predictions	Example Shortterm Predictions Data
fill_missing_data	Replace missing values in the load data set
full_forecast	Title
get_entsoE_data	Load data from the ENTSO-E Transparency Platform
get_historic_load_data	Load historic yearly average load data
get_macro_economic_data	Load a list of macroeconomic data from WDI
get_weather_data	Load weather data via API
long_term_future	Long-term trend predictions for future years
long_term_future_data	Get future predictions for the macro economic covariates
long_term_lm	Long-term forecast
mid_term_future	Generate future mid-term demand predictions
mid_term_lm	Mid-term forecast
short_term_future	Generate future short-term demand predictions
short_term_lm	Short-term forecast
weo_data	World Economic Outlook (WEO) Data