BiLSTM Network-Based Approach for Solar Irradiance Forecasting in Continental Climate Zones

Recent research on solar irradiance forecasting has attracted considerable attention, as governments worldwide are displaying a keenness to harness green energy. The goal of this study is to build forecasting methods using deep learning (DL) approach to estimate daily solar irradiance in three sites...

Full description

Bibliographic Details
Published in:Energies
Main Authors: Mohammed A. Bou-Rabee, Muhammad Yasin Naz, Imad ED. Albalaa, Shaharin Anwar Sulaiman
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Subjects:
solar radiation prediction
wavelet decomposition
coevolutionary neural network
attention-based bidirectional long short-term memory
Online Access:https://www.mdpi.com/1996-1073/15/6/2226

Internet

https://www.mdpi.com/1996-1073/15/6/2226

Similar Items