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 network (1D-CNN) ...

The method, based on extended state observer (ESO) and convolutional neural network (CNN ... automatically reducing power during fault detection to prevent damage, while seamlessly integrating with ...

Deep learning architectures have brought about new heights in computer vision, with the most common approach being the Convolutional Neural Network (CNN). Through CNN, tasks previously deemed ...