Anomaly detection in monitoring sensor data for preventive maintenance

► Data representation in train preventive maintenance data. ► Sequential pattern mining in sensor monitoring data. ► Anomaly detection based on sequential patterns. ► Considering contextual information for precise description of train monitoring data.