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• W4296425719 startingPage "100725" @default.
• W4296425719 abstract "The arc-fault phenomenon in photovoltaic (PV) systems has emerged as a major problem in recent years. Existing studies on arc-fault detection in conventional PV systems primarily focus on detecting typical stable arc-faults. Low-energy arc-faults are more challenging to detect than stable arc-faults because of their low current distortions, short durations, and nonlinear properties. These low-energy arc-faults, which are precursors to stable arc-faults, could even inflict serious damage on the system components. Here, a transfer learning-based low-energy arc-fault detection network (TL–LEDarcNet) using a two-stage training method is proposed to proactively detect series DC arc-faults by considering low-energy arc-faults. A one-layer long short-term memory network combined with a lightweight one-dimensional convolutional neural network was developed to detect low-energy arc-faults by only using the sensed current information. The results of offline and online experiments conducted with a commercial grid-connected PV inverter indicate that the proposed method can perform real-time operations on a single-board computer and detect low-energy arc-faults with an accuracy of 95.8%, which is higher than previous methods considered in this study." @default.
• W4296425719 created "2022-09-20" @default.
• W4296425719 creator A5054982591 @default.
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• W4296425719 creator A5091768341 @default.
• W4296425719 date "2022-01-01" @default.
• W4296425719 modified "2023-10-16" @default.
• W4296425719 title "TL–LED^arcNet: Transfer Learning Method for Low-Energy Series DC Arc-Fault Detection in Photovoltaic Systems" @default.
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• W4296425719 doi "https://doi.org/10.1109/access.2022.3208115" @default.
• W4296425719 hasPublicationYear "2022" @default.
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