A workflow for the specific case of process monitoring data which contains cycles repeating over a long time is presented. The method relies on predefined features ideally used as health-indicators which are aggregated over the cycles. Anomaly detection, ... read more of Predictive Maintenance Algorithms for Ball Screws

In order to develop predictive maintenance algorithms to determine the RUL (Remaining Useful Lifetime) of ball screws a solid, high quality data base is crucial. To build this data base a test bench has been built to collect data under laboratory conditio... read more of Ball Screw Test Bench Dataset