A hybrid deep learning framework for global irradiance prediction using fuzzy C-Means, CNN-WNN, and Informer models

A hybrid deep learning framework for global irradiance prediction using fuzzy C-Means, CNN-WNN, and Informer models

Artificial intelligence (AI) is revolutionizing solar energy forecasting, enabling precise irradiance prediction for electric solar vehicles (ESVs) to optimize energy efficiency and extend driving range.This study introduces a novel AI-powered hybrid deep learning framework that synergistically comb...

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Bibliographic Details
Main Authors: Walid Mchara, Lazhar Manai, Mohamed Abdellatif Khalfa, Monia Raissi, Wissem Dimassi, Salah Hannachi
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Cleaner Engineering and Technology
Subjects:
Attention
CNN
Deep learning
Forecasting
Informer
LSTM
Online Access:http://www.sciencedirect.com/science/article/pii/S2666790825001843
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