A Partially Amended Hybrid Bi-GRU—ARIMA Model (PAHM) for Predicting Solar Irradiance in Short and Very-Short Terms

A Partially Amended Hybrid Bi-GRU—ARIMA Model (PAHM) for Predicting Solar Irradiance in Short and Very-Short Terms

Solar renewable energy (SRE) applications are substantial in eradicating the rising global energy shortages and reversing the approaching environmental apocalypse. Hence, effective solar irradiance forecasting models are crucial in utilizing SRE efficiently. This paper introduces a partially amended...

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Bibliographic Details
Main Authors: Mustafa Jaihuni, Jayanta Kumar Basak, Fawad Khan, Frank Gyan Okyere, Elanchezhian Arulmozhi, Anil Bhujel, Jihoon Park, Lee Deog Hyun, Hyeon Tae Kim
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Energies
Subjects:
solar irradiance
bi-gru
arima
algorithm
naive decomposition
short and very short terms
computational efficiency
Online Access:https://www.mdpi.com/1996-1073/13/2/435

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https://www.mdpi.com/1996-1073/13/2/435

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