Including Sparse Production Knowledge into Variational Autoencoders to Increase Anomaly Detection Reliability

Tom Hammerbacher, Markus Lange-Hegermann, Gorden Platz

Digitalization leads to data transparency for production systems that we can benefit from with data-driven analysis methods like neural networks. For example, automated anomaly det…