Wiktor Nowacki

Experimental Verification of Vibration-Based Unbalance Detection in a PMSM Drive Using a CNN-Based Classification Framework

This paper presents an experimental verification of a convolutional neural network (CNN) method for vibrationbased unbalance diagnosis (also known as imbalance diagnosis) in a PMSM drive test stand. Vibration data were acquired using an industrial accelerometer and converted into grayscale image representations for CNN...