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Przemysław Pietrzak
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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
1082022
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
412021
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
372021
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
322022
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
182021
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
172023
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
112022
Machine Learning-Based Stator Current Data-Driven PMSM Stator Winding Fault Diagnosis
P Pietrzak, M Wolkiewicz
Sensors 22 (24), 9668, 2022
102022
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
72021
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
52022
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
42023
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
42022
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
12024
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
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
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