| Fault diagnosis and fault-tolerant control of PMSM drives–state of the art and future challenges T Orlowska-Kowalska, M Wolkiewicz, P Pietrzak, M Skowron, P Ewert, ... IEEE Access 10, 59979-60024, 2022 | 107 | 2022 |
| Online stator interturn short circuits monitoring in the DFOC induction-motor drive M Wolkiewicz, G Tarchała, T Orłowska-Kowalska, CT Kowalski IEEE Transactions on Industrial Electronics 63 (4), 2517-2528, 2016 | 105 | 2016 |
| Convolutional neural network-based stator current data-driven incipient stator fault diagnosis of inverter-fed induction motor M Skowron, T Orlowska-Kowalska, M Wolkiewicz, CT Kowalski Energies 13 (6), 1475, 2020 | 93 | 2020 |
| Application of self-organizing neural networks to electrical fault classification in induction motors M Skowron, M Wolkiewicz, T Orlowska-Kowalska, CT Kowalski Applied Sciences 9 (4), 616, 2019 | 60 | 2019 |
| Comparison of selected methods for the stator winding condition monitoring of a PMSM using the stator phase currents P Pietrzak, M Wolkiewicz Energies 14 (6), 1630, 2021 | 41 | 2021 |
| On-line detection and classification of PMSM stator winding faults based on stator current symmetrical components analysis and the KNN algorithm P Pietrzak, M Wolkiewicz Electronics 10 (15), 1786, 2021 | 37 | 2021 |
| Stator and rotor faults monitoring of the inverter-fed induction motor drive using state estimators CT Kowalski, R Wierzbicki, M Wolkiewicz Automatika: časopis za automatiku, mjerenje, elektroniku, računarstvo i …, 2013 | 32 | 2013 |
| PMSM stator winding fault detection and classification based on bispectrum analysis and convolutional neural network P Pietrzak, M Wolkiewicz, T Orlowska-Kowalska IEEE Transactions on Industrial Electronics 70 (5), 5192-5202, 2022 | 31 | 2022 |
| Effectiveness of selected neural network structures based on axial flux analysis in stator and rotor winding incipient fault detection of inverter-fed induction motors M Skowron, M Wolkiewicz, T Orlowska-Kowalska, CT Kowalski Energies 12 (12), 2392, 2019 | 27 | 2019 |
| On-line neural network-based stator fault diagnosis system of the converter-fed induction motor drive M Wolkiewicz, CT Kowalski IECON 2013-39th Annual Conference of the IEEE Industrial Electronics Society …, 2013 | 26 | 2013 |
| Stator faults diagnosis of the converter-fed induction motor using symmetrical components and neural networks CT Kowalski, M Wolkiewicz 2009 13th European Conference on Power Electronics and Applications, 1-6, 2009 | 25 | 2009 |
| Diagnostic system for induction motor stator winding faults based on axial flux M Wolkiewicz, M Skowron Power electronics and drives 2 (2), 137-150, 2017 | 20 | 2017 |
| Application of Support Vector Machine to stator winding fault detection and classification of permanent magnet synchronous motor P Pietrzak, M Wolkiewicz 2021 IEEE 19th International Power Electronics and Motion Control Conference …, 2021 | 18 | 2021 |
| Demagnetization fault diagnosis of permanent magnet synchronous motors based on stator current signal processing and machine learning algorithms P Pietrzak, M Wolkiewicz Sensors 23 (4), 1757, 2023 | 17 | 2023 |
| Incipient stator fault detector based on neural networks end symmetrical components analysis for induction motor drives M Wolkiewicz, CT Kowalski 2016 13th Selected Issues of Electrical Engineering and Electronics (WZEE), 1-7, 2016 | 16 | 2016 |
| Stator windings condition diagnosis of voltage inverter-fed induction motor in open and closed-loop control structures M Wolkiewicz, G Tarchała, CT Kowalski Archives of Electrical Engineering 64 (1), 2015 | 16 | 2015 |
| Nieinwazyjne metody wczesnego wykrywania zwarć zwojowych w silniku indukcyjnym zasilanym z przemiennika częstotliwości, cz. I M Wolkiewicz, CT Kowalski Maszyny Elektryczne: zeszyty problemowe, 145-150, 2010 | 15 | 2010 |
| Stator Winding Fault Detection of Permanent Magnet Synchronous Motors Based on the Short-Time Fourier Transform P Pietrzak, M Wolkiewicz Power Electronics and Drives 7 (1), 112-133, 2022 | 11 | 2022 |
| The application of wavelet analysis and neural networks in the diagnosis of rolling bearing faults in induction motors P Ewert, CT Kowalski, M Wolkiewicz Przegląd Elektrotechniczny 89 (2b), 124-127, 2013 | 11 | 2013 |
| machine learning-based stator current data-driven PMSM stator winding fault diagnosis P Pietrzak, M Wolkiewicz Sensors 22 (24), 9668, 2022 | 10 | 2022 |
Czeslaw T. KowalskiProfessot ofElectrical Engineering, Wroclaw University of Technology在 pwr.wroc.pl 的电子邮件经过验证
