Predicting Energy Consumption Using LSTM, Multi-Layer GRU and Drop-GRU Neural Networks

Predicting Energy Consumption Using LSTM, Multi-Layer GRU and Drop-GRU Neural Networks

With the steep rise in the development of smart grids and the current advancement in developing measuring infrastructure, short term power consumption forecasting has recently gained increasing attention. In fact, the prediction of future power loads turns out to be a key issue to avoid energy wasta...

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Bibliographic Details
Main Authors: Sameh Mahjoub, Larbi Chrifi-Alaoui, Bruno Marhic, Laurent Delahoche
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Sensors
Subjects:
neural networks
time series
LSTM
GRU
Drop-GRU
energy consumption prediction
Online Access:https://www.mdpi.com/1424-8220/22/11/4062

Internet

https://www.mdpi.com/1424-8220/22/11/4062

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