Explainable Condition Monitoring via Probabilistic Anomaly Detection Applied to Helicopter Transmissions

Aurelio Raffa Ugolini, Jessica Leoni, Valentina Breschi +4

We present a novel Explainable methodology for Condition Monitoring, relying on healthy data only. Since faults are rare events, we propose to focus on learning the probability dis…