Application of Long-Short-Term-Memory Recurrent Neural Networks to Forecast Wind Speed

Forecasting wind speed is one of the most important and challenging problems in the wind power prediction for electricity generation. Long short-term memory was used as a solution to short-term memory to address the problem of the disappearance or explosion of gradient information during the trainin...

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Bibliographic Details
Main Authors: Meftah Elsaraiti, Adel Merabet
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Applied Sciences
Subjects:
RNN
Online Access:https://www.mdpi.com/2076-3417/11/5/2387