IEEE

Research on series arc fault detection based on GAF and improved convolutional neural network

Abstract: Series fault arcing in low-voltage AC circuits occurs due to minimal current variations and its concealed nature, making it difficult for overload protection systems to detect. This ...
IEEE

Real-Time Series Arc Fault Detection and Appliances Classification in AC Networks Based on Competing Convolutional Kernels

Abstract: This article presents a method to detect and classify series arc faults affecting domestic AC electrical circuits by the analysis of electric current time series data, based on the HYDRA ...