2024
DOI: 10.1109/access.2024.3350644
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Series Arc Fault Identification Method Based on Lightweight Convolutional Neural Network

Aixia Tang,
Zhiyong Wang,
Shigang Tian
et al.

Abstract: The fast and accurate series arc fault (SAF) identification method and its hardware implementation are the key to the development of arc fault circuit interrupter (AFCI) or arc fault detection device (AFDD). The SAF experiments under household multi-branch circuit conditions were conducted. And a novel SAF identification model based on lightweight one-dimensional (1-D) convolutional neural network was proposed. First, the main-circuit current signal was used as the input of the model. The 1-D convolutional lay… Show more

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Cited by 5 publications
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