Bradford W. Beach

Generative Latent Space Modeling of Stamping Sound for Anomaly Detection and Predictive Maintenance

Abstract Operational condition monitoring for predictive maintenance is crucial to enable early detection of abnormal behavior and prevention of costly downtime. In industry settings, normal operation data are abundant, whereas abnormal or failure data are rarely available, limit...