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Titre: | Improving Power Quality and Dynamic Performance of Modular Multilevel Converter based Microgrid Solar System using Intelligent MPPT controller |
Auteur(s): | Yakhelef, Yassine Herkat, Wiam |
Mots-clés: | Microgrid solar system Modular Multilevel Converter (MMC) ANN MPPT controller Power quality Dynamic performance |
Issue Date: | 2024 |
Collection/Numéro: | 2nd National Conference on Green Energy NCGE’24 15th & 16th December 2024 Boumerdes - Algeria; |
Résumé: | while it provides perfectly clean electricity without any environmental effect, solar energy is the most
abundant and free renewable energy source worldwide. However, because of its highly dependency on
the weather condition variation particularly those of operating temperature and sunlight irradiance,
the solar based electrical energy conversion system is characterized with lot of energy wastage and
noticeable low efficiency, which requires an appropriate and effective design of its control part and
components for enhancing its generation and delivery performance. The purpose in this work is to
perform an investigate study and simulation under Matlab/Simulink environment of the behaviour and
reaction of the artificial neural network (ANN) based MPPT controller under various and different
climatic condition characterized particularly by the rate of the sunlight intensity variation during the
day. Different weather situations regarding the sunlight intensity rate variation ranging from slow to
harsh and severe changes are considered and applied in order to study the dynamic performance of the
MPPT controller for improving the power quality generation as well as the dynamic performance of the
grid tied solar conversion system when implemented around the modular multilevel converter as the
newly power conversion emerged technology whatever these atmospheric situations. The simulation
results have shown the superiority and outstanding of the ANN MPPT controller in terms of the
output power quality and dynamic performance in reaching and retaining the stability at the higher
power level regardless of the weather change. |
URI: | http://dlibrary.univ-boumerdes.dz:8080/handle/123456789/15075 |
Appears in Collections: | Communications Nationales
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