Comparative analysis of reinforcement learning and artificial neural networks for inverter control in improving the performance of grid-connected photovoltaic systems

Abstract This research aims to explore the potential applications of artificial intelligence (AI) methods, such as reinforcement learning (RL) and artificial neural networks (ANN), in controlling inverter systems and enhancing the performance of photovoltaic (PV) systems. PV systems are essential fo...

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Ngā kaituhi matua:	Saad A. Mohamed Abdelwahab, Hossam Eldin Khairy, Hossam Yousef, Samia Abdafatah, Moayed Mohamed
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Nature Portfolio 2025-07-01
Rangatū:	Scientific Reports
Ngā marau:	PV Voltage source control (VSC) MPPT RL ANN
Urunga tuihono:	https://doi.org/10.1038/s41598-025-09507-9
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!