IEEE

Enhanced 1-D Convolutional Neural Network-Based Open-Circuit Fault Diagnosis and Hybrid Fault-Tolerant Control for Three-Level NPC Converters

Abstract: This article addresses the challenge of diagnosing open-circuit faults in power devices within three-level neutral point clamped (NPC) converters. An enhanced 1-D convolutional neural ...
pv magazine International

PV module fault diagnosis uses convolutional neural network

Researchers in China have created a dataset of various PV faults and normalized it to accommodate different array sizes and typologies. After testing the new approach in combination with the 1D-CNN ...
IEEE

Enhancing Fault Detection and Classification in Wind Farm Power Generation Using Convolutional Neural Networks (CNN) by Leveraging LVRT Embedded in Numerical Relays

Abstract: Real-time fault detection and classification are important for power system stability and resilience of the power grid to minimize downtime and prevent cascading failures. Numerical relays ...
EDN

National Semiconductor Introduces Audio Power Amplifier with Integrated Fault Detection for Automotive Instrum

October 17, 2008 – A new power amplifier from National Semiconductor Corp. (NYSE:NSM) is the industry’s first monolithic amplifier for automotive warning and alert tone amplification. The LM48100Q ...