Solar Energy Forecasting Framework Using Prophet Based Machine Learning Model: An Opportunity to Explore Solar Energy Potential in Muscat Oman

Solar Energy Forecasting Framework Using Prophet Based Machine Learning Model: An Opportunity to Explore Solar Energy Potential in Muscat Oman

The unpredictable nature of renewable energy sources, such as wind and solar, makes them unreliable sources of energy for the power system. Nevertheless, with the advancement in the field of artificial intelligence (AI), one can predict the availability of solar and wind energy in the short, medium,...

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Bibliographic Details
Main Authors: Mazhar Baloch, Mohamed Shaik Honnurvali, Adnan Kabbani, Touqeer Ahmed, Sohaib Tahir Chauhdary, Muhammad Salman Saeed
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Energies
Subjects:
solar energy forecasting
Prophet Algorithm
machine learning framework
Prophet ML model
Online Access:https://www.mdpi.com/1996-1073/18/1/205
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