Machine tele-monitoring using machine learning for predicting bearing failures

• Forschungsstelle: INNOSUISSE
• Projektnummer: 26177.1 PFIW-IW

Kurzbeschreibung (Deutsch)

Machine tele-monitoring using machine learning for predicting bearing failures

Kurzbeschreibung (Englisch)

Abstract (Deutsch)

Neural Networks require thousands of training data sequences. Fetching data at a daily rate is slow. We propose to produce lots of realistic and synthetic data stemming from a purpose built test bench and applying novel signal processing techniques. This enables Mechmine to launch new services.

Abstract (Englisch)