Performance assessment of SARIMA, MLP and LSTM models for short-term solar irradiance prediction under different climates in Morocco

Photovoltaic (PV) production is highly dependent on global solar irradiance (GHI) and often experiences irregular fluctuations. With the continuous increase in PV penetration rates, GHI forecasting methods are becoming important to ensure optimal management of the energy produced. In this study, thr...

Full description

Bibliographic Details

Published in:	International journal of ambient energy Vol. 44; no. 1; pp. 334 - 350
Main Authors:	El Alani, Omaima, Hajjaj, Charaf, Ghennioui, Hicham, Ghennioui, Abdellatif, Blanc, Philippe, Saint-Drenan, Yves-Marie, El Monady, Mohammed
Format:	Journal Article
Language:	English
Published:	Taylor & Francis 31-12-2023
Subjects:	domain_math.appl Engineering Sciences Environmental Sciences Forecasting machine learning Mathematics Ocean, Atmosphere PV production Sciences of the Universe solar irradiance
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!