A tiered NARX model for forecasting day-ahead energy production in distributed solar PV systems

A tiered NARX model for forecasting day-ahead energy production in distributed solar PV systems

This study presents a hierarchical forecasting approach for day-ahead energy production in distributed solar Photovoltaic (PV) systems using a tiered Nonlinear Autoregressive Exogenous (NARX) model. The methodology was applied to 52 PV systems installed at The University of Jordan, covering three pr...

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Bibliographic Details
Main Authors: Sameer Al-Dahidi, Mohammad Alrbai, Bilal Rinchi, Loiy Al-Ghussain, Osama Ayadi, Ali Alahmer
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Cleaner Engineering and Technology
Subjects:
Solar photovoltaic systems
Prediction scales
Energy production
Forecasting analysis
Nonlinear autoregressive exogenous
Real case study
Online Access:http://www.sciencedirect.com/science/article/pii/S2666790824001113
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