A Framework for the Automated Parameterization of a Sensorless Bearing Fault Detection Pipeline

Tobias Wagner, Alexander Gepperth, Elmar Engels

This study proposes a framework for the automated hyperparameter optimization of a bearing fault detection pipeline for permanent magnet synchronous motors (PMSMs) without the need…