Comparing AutoML and Deep Learning Methods for Condition Monitoring using Realistic Validation Scenarios

Payman Goodarzi, Andreas Schütze, Tizian Schneider

This study extensively compares conventional machine learning methods and deep learning for condition monitoring tasks using an AutoML toolbox. The experiments reveal consistent hi…