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Abstract: Existing machine learning-based methods for series arc fault (SAF) identification still suffer from slow training speed when dealing with large-scale SAF datasets. For this reason, we ...

Abstract: Fault discrimination in the Microgrids has become a pivotal part of the modern Energy Management Systems (EMS) for optimal load dispatch. High Impedance Faults (HIFs), in particular, ...