Monitoring the current condition of the plant is intended to ensure safe operation in the future. With the help of the automatic monitoring of various assemblies and plants with SR::SPC ML, anomalies in plant behaviour can be detected early and unplanned outages avoided. Furthermore, the system supports the planning of maintenance measures and the evaluation of revision and cleaning measures. The resulting time savings further increase plant availability.