AI-Driven precision in solar forecasting: Breakthroughs in machine learning and deep learning

AI-Driven precision in solar forecasting: Breakthroughs in machine learning and deep learning

The need for accurate solar energy forecasting is paramount as the global push towards renewable energy intensifies. We aimed to provide a comprehensive analysis of the latest advancements in solar energy forecasting, focusing on Machine Learning (ML) and Deep Learning (DL) techniques. The novelty o...

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Bibliographic Details
Main Authors: Ayesha Nadeem, Muhammad Farhan Hanif, Muhammad Sabir Naveed, Muhammad Tahir Hassan, Mustabshirha Gul, Naveed Husnain, Jianchun Mi
Format: Article
Language:English
Published: AIMS Press 2024-09-01
Series:AIMS Geosciences
Subjects:
transformers
machine learning (ml)
deep learning (dl)
solar irradiance (si)
artificial neural network (ann)
solar forecasting
Online Access:https://www.aimspress.com/article/doi/10.3934/geosci.2024035
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