Short-Term Load Forecasting Using Encoder-Decoder WaveNet: Application to the French Grid

Short-Term Load Forecasting Using Encoder-Decoder WaveNet: Application to the French Grid

The prediction of time series data applied to the energy sector (prediction of renewable energy production, forecasting prosumers’ consumption/generation, forecast of country-level consumption, etc.) has numerous useful applications. Nevertheless, the complexity and non-linear behaviour associated w...

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Bibliographic Details
Main Authors: Fernando Dorado Rueda, Jaime Durán Suárez, Alejandro del Real Torres
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Energies
Subjects:
time series forecasting
energy consumption forecasting
deep learning
machine learning
convolutional neural networks
artificial neural networks
Online Access:https://www.mdpi.com/1996-1073/14/9/2524

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https://www.mdpi.com/1996-1073/14/9/2524

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