Short-term load forecasting model for TSOs (LSTM)
A forecasting service for predicting the aggregated hourly net electrical load of the Portuguese transmission system operator (REN). The service makes use of an LSTM network.(AIExperiments Asset)
AI is expected to dramatically reshape the energy sector. This section provides references on on-going projects and existing results in that area.
A forecasting service for predicting the aggregated hourly net electrical load of the Portuguese transmission system operator (REN). The service makes use of an LSTM network.(AIExperiments Asset)
Α seasonal ARIMA load forecasting model for boiler rooms in district heating networks (AIExperiments Asset).
Dataset contains radiation data measured by FAEN (Fundación Asturiana de la Energía) in a series of locations and during a period from 2008 to 2018.
A Kmeans clustering model for prosumer's electricity load categorization meant for demand response applications.