Leveraging dense layer hybrid graph neural networks for managing overvoltage in PV-dominated distribution systems

The rapid integration of photovoltaic (PV) systems into electrical distribution networks poses significant challenges, particularly regarding the management of overvoltage issues when generation exceeds demand. Conventional mitigation methods often struggle to address the complex, dynamic nature of...

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Үндсэн зохиолчид:	Asif Gulraiz, Syed Sajjad Haider Zaidi, Haseeb Gulraiz, Bilal Muhammad Khan, Majid Ali, Baseem Khan
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2025-09-01
Цуврал:	Results in Engineering
Нөхцлүүд:	Deep learning Distribution networks Graph neural networks (GNN) Grid integration Machine learning Neural network performance
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S2590123025022418
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!