| 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, 2022 | 165 | 2022 |
| 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, 2022 | 55 | 2022 |
| 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 | 49 | 2021 |
| 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 | 45 | 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 | 30 | 2023 |
| 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 |
| 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 | 17 | 2022 |
| Machine Learning-Based Stator Current Data-Driven PMSM Stator Winding Fault Diagnosis P Pietrzak, M Wolkiewicz Sensors 22 (24), 9668, 2022 | 15 | 2022 |
| Fault Diagnosis of PMSM Stator Winding Based on Continuous Wavelet Transform Analysis of Stator Phase Current Signal and Selected Artificial Intelligence Techniques P Pietrzak, M Wolkiewicz Electronics 12 (7), 1543, 2023 | 12 | 2023 |
| Stator Phase Current STFT analysis for the PMSM Stator Winding Fault Diagnosis P Pietrzak, M Wolkiewicz 2022 International Symposium on Power Electronics, Electrical Drives …, 2022 | 10 | 2022 |
| Application of Spectral and Wavelet Analysis of Stator Current to Detect Angular Misalignment in PMSM Drive Systems P Pietrzak, M Wolkiewicz Power Electronics and Drives 6 (41), 42-60, 2021 | 9 | 2021 |
| Stator winding fault detection of permanent magnet synchronous motor based on the bispectrum analysis P Pietrzak, M Wolkiewicz Bulletin of the Polish Academy of Sciences: Technical Sciences, e140556-e140556, 2022 | 6 | 2022 |
| Microcontroller-Based Embedded System for the Diagnosis of Stator Winding Faults and Unbalanced Supply Voltage of the Induction Motors P Pietrzak, P Pietrzak, M Wolkiewicz Energies 17 (2), 387, 2024 | 4 | 2024 |
| Condition monitoring and fault diagnosis of permanent magnet synchronous motor stator winding using continuous wavelet transform and machine learning M Wolkiewicz, P Pietrzak Power Electronics and Drives 9, 2024 | 3* | 2024 |
| Application of continuous wavelet transform and convolutional neural networks in fault diagnosis of PMSM stator windings P Pietrzak, M Wolkiewicz Bulletin of the Polish Academy of Sciences Technical Sciences, e150202-e150202, 0 | 2 | |
| Low-Cost Microcontroller-Based System for Condition Monitoring of Permanent-Magnet Synchronous Motor Stator Windings P Pietrzak, M Wolkiewicz, J Kotarski Electronics 13 (15), 2975, 2024 | | 2024 |
| Zastosowanie krótkoczasowej transformaty Fouriera oraz sztucznej inteligencji do wykrywania uszkodzeń uzwojeń stojana silnika synchronicznego o magnesach trwałych. P PIETRZAK, M WOLKIEWICZ Przeglad Elektrotechniczny 99 (4), 2023 | | 2023 |
| Diagnostyka zwarć międzyzwojowych uzwojenia stojana PMSM przy zastosowaniu analizy STFT składowych symetrycznych prądów stojana oraz uczenia maszynowego. P PIETRZAK, M WOLKIEWICZ Przeglad Elektrotechniczny 99 (3), 2023 | | 2023 |
| Stator Interturn Short-Circuits Detection in the PMSM Drive by Using Current Symmetrical Components and Selected Machine Learning Algorithms P Pietrzak, M Wolkiewicz International Conference of the IMACS TC1 Committee, 421-434, 2021 | | 2021 |
Marcin WolkiewiczWroclaw University of Science and TechnologyEmail verificata su pwr.edu.pl