A novel prediction of the PV system output current based on integration of optimized hyperparameters of multi-layer neural networks and polynomial regression models

A novel prediction of the PV system output current based on integration of optimized hyperparameters of multi-layer neural networks and polynomial regression models

The renewable energy system has yielded substantial enhancements to worldwide power generation. Therefore, precise prediction of long-term renewable energy conductivity is vital for grid system. This study introduces a new predictive output current for the photovoltaic (PV) system using actual exper...

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Bibliographic Details
Main Authors: Hussein Mohammed Ridha, Hashim Hizam, Seyedali Mirjalili, Mohammad Lutfi Othman, Mohammad Effendy Ya’acob, Noor Izzri Bin Abdul Wahab, Masoud Ahmadipour
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Next Energy
Subjects:
PV model
Artificial intelligence
Machine learning
Deep machine learning
Prediction
Optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S2949821X25000195

Internet

http://www.sciencedirect.com/science/article/pii/S2949821X25000195

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