Wind Speed Prediction Based on Statistical and Deep Learning Models

Wind Speed Prediction Based on Statistical and Deep Learning Models

Wind is a dominant source of renewable energy with a high sustainability potential. However, the intermittence and unstable nature of wind source affect the efficiency and reliability of wind energy conversion systems. The prediction of the available wind potential is also heavily flawed by its unst...

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Bibliographic Details
Main Authors: Ilham Tyass, Tajeddine Khalili, Mohamed Rafik, Bellat Abdelouahed, Abdelhadi Raihani, Khalifa Mansouri
Format: Article
Language:English
Published: Diponegoro University 2023-03-01
Series:International Journal of Renewable Energy Development
Subjects:
wind power
wind speed
time series
forecasting models
arima
deep learning
lstm
Online Access:https://ijred.cbiore.id/index.php/ijred/article/view/48672

Internet

https://ijred.cbiore.id/index.php/ijred/article/view/48672

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