Data mining
A framework for the automated parameterization of a sensorless bearing fault detection pipeline

Tobias Wagner; Alexander Gepperth; Elmar Engels

Volume 10, Issue 4 , October 2023, , Pages 506-517

  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 for external sensors. An Automated Machine Learning (AutoML) pipeline search is performed through genetic optimization to ...  Read More