Hourly predictions of direct normal irradiation using an innovative hybrid LSTM model for concentrating solar power projects in hyper-arid regions

Hourly predictions of direct normal irradiation using an innovative hybrid LSTM model for concentrating solar power projects in hyper-arid regions

Although solar energy harnessing capacity varies considerably based on the employed solar energy technology and the meteorological conditions, accurate direct normal irradiation (DNI) prediction remains crucial for better planning and management of concentrating solar power systems. This work develo...

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Bibliographic Details
Main Authors: Abdallah Djaafari, Abdelhameed Ibrahim, Nadjem Bailek, Kada Bouchouicha, Muhammed A. Hassan, Alban Kuriqi, Nadhir Al-Ansari, El-Sayed M. El-kenawy
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
Solar energy
Direct normal irradiation
Concentrating solar power operation
Algerian big south
Extremal optimization
Long Short-Term Memory
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722023381

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http://www.sciencedirect.com/science/article/pii/S2352484722023381

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