IEEE

Fault Detection and Identification of PMSM Current Sensor Based on Attention Mechanism and Bidirectional Long Short-Term Memory Network

Abstract: This study proposes a novel fault detection and identification (FDI) method for permanent magnet synchronous motor (PMSM) current sensors. Specifically, the method integrates an attention ...
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 ...