A high-performance AI framework enhances anomaly detection in industrial systems using optimized Graph Deviation Networks and graph attention ...

A team of scientists at Georgia Southern University has combined both spatial and temporal attention mechanisms to develop a new approach for PV inverter fault detection. Training the new method on a ...

The California utility invented the AWARE system to mitigate outages, expedite restoration and improve productivity for the ...

This overcurrent fault-detection circuit uses a digital isolator (red) feeding into a non-isolated comparator (green) that will detect an overcurrent fault and disable the gate power drivers.

A groundbreaking data generation platform developed by researchers at RWTH Aachen University's Center for Ageing, Reliability ...

The scientists created a first model using only CNN and a second model based on the more extensive Mendeley database, which is not directly applicable to the fault detection system.

Hard semiconductor faults and filter capacitor failures have been widely documented, but these faults usually indicate a failure after a power system has shutdown. The focus of a fault detection ...