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Deep learning for islanding detection of grid-connected photovoltaic systems
(2021-01-01)
Over the past decade, the integration of renewable-based distribution energy resources within the smart distribution system has been steadily growing. Despite the numerous advantages of integrating these renewable energy ...
Deep transfer-learning based lithium-ion battery fault diagnosis
(2022-08-01)
Fault detection in lithium-ion batteries (LiB) is paramount to ensuring the long life and proper functioning of the batteries. To that end, this thesis proposes a combined fault diagnosis framework that leverages voltage ...