Anna Stief

Variable Selection for Fault Detection and Identification based on Mutual Information of Alarm Series

Nina F. Thornhill, Moncef Chioua, Matthieu Lucke, 2019, IFAC-PapersOnLine.

A heterogeneous benchmark dataset for data analytics: Multiphase flow facility case study

James R. Ottewill, Nina F. Thornhill, Yi Cao, 2019, Journal of Process Control.

Fault detection and identification combining process measurements and statistical alarms

James R. Ottewill, Nina F. Thornhill, Moncef Chioua, 2020 .

Analytics of Heterogeneous Process Data: Multiphase Flow Facility Case Study

James R. Ottewill, Anna Stief, Yi Cao, 2018 .

A PCA and Two-Stage Bayesian Sensor Fusion Approach for Diagnosing Electrical and Mechanical Faults in Induction Motors

James R. Ottewill, Jerzy Baranowski, Anna Stief, 2019, IEEE Transactions on Industrial Electronics.

Investigation of the diagnostic properties of sensors and features in a multiphase flow facility case study

James R. Ottewill, Anna Stief, Jerzy Baranowski, 2019, IFAC-PapersOnLine.

Process and alarm data integration under a two-stage Bayesian framework for fault diagnostics

James R. Ottewill, Anna Stief, Yi Cao, 2018 .

Two Stage Data Fusion of Acoustic, Electric and Vibration Signals for Diagnosing Faults in Induction Motors

James R. Ottewill, Jerzy Baranowski, Anna Stief, 2017 .

Relief F-Based Feature Ranking and Feature Selection for Monitoring Induction Motors

James R. Ottewill, Jerzy Baranowski, Anna Stief, 2018, 2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR).

Fault diagnosis using Interpolated Kernel Density Estimate

Jerzy Baranowski, Anna Stief, J. Baranowski, 2021 .