| Neural networks application for induction motor faults diagnosis CT Kowalski, T Orlowska-Kowalska Mathematics and computers in simulation 63 (3-5), 435-448, 2003 | 226 | 2003 |
| 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 | 168 | 2022 |
| 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 | 110 | 2020 |
| Detection of permanent magnet damage of PMSM drive based on direct analysis of the stator phase currents using convolutional neural network M Skowron, T Orlowska-Kowalska, CT Kowalski IEEE Transactions on Industrial Electronics 69 (12), 13665-13675, 2022 | 80 | 2022 |
| 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 | 62 | 2019 |
| Low-cost monitoring and diagnosis system for rolling bearing faults of the induction motor based on neural network approach P Ewert, CT Kowalski, T Orlowska-Kowalska Electronics 9 (9), 1334, 2020 | 40 | 2020 |
| FPGA implementation of DTC control method for the induction motor drive CT Kowalski, J Lis, T Orlowska-Kowalska EUROCON 2007-The International Conference on" Computer as a Tool", 1916-1921, 2007 | 35 | 2007 |
| 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 | 34 | 2013 |
| Application of simplified convolutional neural networks for initial stator winding fault detection of the PMSM drive using different raw signal data M Skowron, T Orlowska‐Kowalska, CT Kowalski IET Electric Power Applications 15 (7), 932-946, 2021 | 30 | 2021 |
| 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 | 30 | 2019 |
| Neural network application for flux and speed estimation in the sensorless induction motor drive T Orlowska-Kowalska, CT Kowalski ISIE'97 Proceeding of the IEEE International Symposium on Industrial …, 1997 | 28 | 1997 |
| 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 | 27 | 2013 |
| Rotor fault analysis in the sensorless field oriented controlled induction motor drive T Orlowska-Kowalska, M Dybkowski, CT Kowalski Automatika: časopis za automatiku, mjerenje, elektroniku, računarstvo i …, 2010 | 25 | 2010 |
| 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 |
| Rotor fault detector of the converter-fed induction motor based on RBF neural network M Kamiński, CT Kowalski Bulletin of the Polish Academy of Sciences Technical Sciences, 69-76-69-76, 2014 | 24 | 2014 |
| Comparison of the effectiveness of selected vibration signal analysis methods in the rotor unbalance detection of PMSM drive system P Ewert, CT Kowalski, M Jaworski Electronics 11 (11), 1748, 2022 | 22 | 2022 |
| The influence of sensor faults on PM BLDC motor drive M Skóra, CT Kowalski 2015 International Conference on Electrical Drives and Power Electronics …, 2015 | 18 | 2015 |
| Application of neural networks for the induction motor faults detection CT Kowalski, T Orlowska-Kowalska Trans. of IMACS Mathematics and Computers in Simulation 63 (3–5), 435-448, 2003 | 18 | 2003 |
| Selected rolling bearing fault diagnostic methods in wheel embedded permanent magnet brushless direct current motors M Skora, P Ewert, CT Kowalski Energies 12 (21), 4212, 2019 | 17 | 2019 |
| Comparative study of different flux estimators for sensorless induction motor drive T Orłowska-Kowalska, P Wojsznis, CT Kowalski Archives of Electrical Engineering 49 (1), 49-63, 2000 | 17 | 2000 |
