Rosario Miceli

Real-Time Image-Based Fault Diagnosis for CHBMI-Fed IPMSM Drives Using a Multi-Branch CNN

This paper presents a fault diagnosis approach for a five-level Cascaded H-Bridge Multilevel Inverter (CHBMI) supplying an Interior Permanent Magnet Synchronous Motor (IPMSM). The method is based on a two-dimensional Convolutional Neural Network (2D CNN) designed to process volta...