Machine tele-monitoring using machine learning for predicting bearing failures

• Unité de recherche: INNOSUISSE
• Numéro de projet: 26177.1 PFIW-IW

Description succincte (Allemand)

Machine tele-monitoring using machine learning for predicting bearing failures

Description succincte (Anglais)

Résumé des résultats (Abstract) (Allemand)

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.

Résumé des résultats (Abstract) (Anglais)