Operative estimation of global horizontal irradiance using transfer functions through network types of artificial neural network in some selected sites in North-East Ethiopia: assessment and comparison

Operative estimation of global horizontal irradiance using transfer functions through network types of artificial neural network in some selected sites in North-East Ethiopia: assessment and comparison

The estimation of global horizontal irradiance (GHI) for a specific location is crucial to the design, modeling, and effective operation of photovoltaic (PV) and solar thermal energy conversion systems. This study aims to predict the monthly average daily and monthly average GHI for three locations...

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Bibliographic Details
Main Authors: Tegenu Argaw Woldegiyorgis, Abera Debebe Assamnew, Natei Ermias Benti, Gezahegn Assefa Desalegn, Fikru Abiko Anose, Sentayehu Yigzaw Mossie
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:Heliyon
Subjects:
Activation function
Artificial neural network
Global horizontal irradiance
Network types
Prediction
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025014823
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