Anomaly detection model based on switch monitoring data for condition-based maintenance

Railway switches are a crucial railway asset since they enable train operators to route trains by changing tracks. A switch failure can compromise the availability of a larger part of the infrastructure in cases when train traffic heavily relies on that switch. Nearly one third of the total costs of...