A PCA and two-stage Bayesian sensor fusion approach for diagnosing electrical and mechanical faults in induction motors A Stief, JR Ottewill, J Baranowski, M Orkisz IEEE Transactions on Industrial Electronics 66 (12), 9510-9520, 2019 | 104 | 2019 |
A heterogeneous benchmark dataset for data analytics: Multiphase flow facility case study A Stief, R Tan, Y Cao, JR Ottewill, NF Thornhill, J Baranowski Journal of Process Control 79, 41-55, 2019 | 46 | 2019 |
Fault detection and identification combining process measurements and statistical alarms M Lucke, A Stief, M Chioua, JR Ottewill, NF Thornhill Control Engineering Practice 94, 104195, 2020 | 27 | 2020 |
Relief F-based feature ranking and feature selection for monitoring induction motors A Stief, JR Ottewill, J Baranowski 2018 23rd International Conference on Methods & Models in Automation …, 2018 | 25 | 2018 |
Two stage data fusion of acoustic, electric and vibration signals for diagnosing faults in induction motors A Stief, JR Ottewill, M Orkisz, J Baranowski Elektronika ir Elektrotechnika 23 (6), 19-24, 2017 | 21 | 2017 |
Fault diagnosis using interpolated Kernel density estimate A Stief, J Baranowski Measurement 176, 109230, 2021 | 13 | 2021 |
Variable selection for fault detection and identification based on mutual information of alarm series M Lucke, X Mei, A Stief, M Chioua, NF Thornhill IFAC-PapersOnLine 52 (1), 673-678, 2019 | 11 | 2019 |
Process and alarm data integration under a two-stage Bayesian framework for fault diagnostics A Stief, JR Ottewill, R Tan, Y Cao IFAC-PapersOnLine 51 (24), 1220-1226, 2018 | 11 | 2018 |
PRONTO heterogeneous benchmark dataset A Stief, R Tan, Y Cao, JR Ottewill Zenodo, 2019 | 7 | 2019 |
Analytics of heterogeneous process data: Multiphase flow facility case study A Stief, R Tan, Y Cao, JR Ottewill IFAC-PapersOnLine 51 (18), 363-368, 2018 | 7 | 2018 |
Investigation of the diagnostic properties of sensors and features in a multiphase flow facility case study A Stief, JR Ottewill, J Baranowski IFAC-PapersOnLine 52 (1), 772-777, 2019 | 4 | 2019 |
Colaboración con la universidad A Stief, J Ottewill, N Thornhill Revista ABB, 36-41, 2018 | | 2018 |