Detection of Permanent Magnet Damage of PMSM Drive Based on Direct Analysis of the Stator Phase Currents Using Convolutional Neural Network von Skowron, Maciej, Orlowska-Kowalska, Teresa, Kowalski, Czeslaw T.

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Fault Diagnosis and Fault-Tolerant Control of PMSM Drives-State of the Art and Future Challenges von Orlowska-Kowalska, Teresa, Wolkiewicz, Marcin, Pietrzak, Przemyslaw, Skowron, Maciej, Ewert, Pawel, Tarchala, Grzegorz, Krzysztofiak, Mateusz, Kowalski, Czeslaw T.

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Convolutional Neural Network-Based Stator Current Data-Driven Incipient Stator Fault Diagnosis of Inverter-Fed Induction Motor von Skowron, Maciej, Orlowska-Kowalska, Teresa, Wolkiewicz, Marcin, Kowalski, Czeslaw T.

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Online Stator Interturn Short Circuits Monitoring in the DFOC Induction-Motor Drive von Wolkiewicz, Marcin, Tarchala, Grzegorz, Orlowska-Kowalska, Teresa, Kowalski, Czeslaw T.

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Application of Self-Organizing Neural Networks to Electrical Fault Classification in Induction Motors von Skowron, Maciej, Wolkiewicz, Marcin, Orlowska-Kowalska, Teresa, Kowalski, Czeslaw

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Impact of the Convolutional Neural Network Structure and Training Parameters on the Effectiveness of the Diagnostic Systems of Modern AC Motor Drives von Skowron, Maciej, Kowalski, Czeslaw T., Orlowska-Kowalska, Teresa

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Effectiveness of Selected Neural Network Structures Based on Axial Flux Analysis in Stator and Rotor Winding Incipient Fault Detection of Inverter-fed Induction Motors von Skowron, Maciej, Wolkiewicz, Marcin, Orlowska-Kowalska, Teresa, Kowalski, Czeslaw T.

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Selected Rolling Bearing Fault Diagnostic Methods in Wheel Embedded Permanent Magnet Brushless Direct Current Motors von Skora, Marcin, Ewert, Pawel, Kowalski, Czeslaw T.

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Diagnosis of Stator Winding and Permanent Magnet Faults of PMSM Drive Using Shallow Neural Networks von Skowron, Maciej, Orlowska-Kowalska, Teresa, Kowalski, Czeslaw T.

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Comparison of the Effectiveness of Selected Vibration Signal Analysis Methods in the Rotor Unbalance Detection of PMSM Drive System von Ewert, Pawel, Kowalski, Czeslaw T., Jaworski, Michal

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Low-Cost Monitoring and Diagnosis System for Rolling Bearing Faults of the Induction Motor Based on Neural Network Approach von Ewert, Pawel, Kowalski, Czeslaw T., Orlowska-Kowalska, Teresa

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Application of simplified convolutional neural networks for initial stator winding fault detection of the PMSM drive using different raw signal data von Skowron, Maciej, Orlowska‐Kowalska, Teresa, Kowalski, Czeslaw T.

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Neural networks application for induction motor faults diagnosis von Kowalski, Czeslaw T, Orlowska-Kowalska, Teresa

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Stator windings condition diagnosis of voltage inverter-fed induction motor in open and closed-loop control structures von Wolkiewicz, Marcin, Tarchała, Grzegorz, Kowalski, Czesław T.

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On-line neural network-based stator fault diagnosis system of the converter-fed induction motor drive von Wolkiewicz, Marcin, Kowalski, Czeslaw T.

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Stator and Rotor Faults Monitoring of the Inverter-Fed Induction Motor Drive using State Estimators von Kowalski, Czeslaw T., Wierzbicki, Robert, Wolkiewicz, Marcin

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Speed sensorless DTC control of the induction motor using FPGA implementation von Kowalski, Czeslaw T., Lis, Jacek D.

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Fault-Diagnosis and Fault-Tolerant-Control in Industrial Processes and Electrical Drives von Orłowska-Kowalska, Teresa, Kowalski, Czesław T., Dybkowski, Mateusz

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Nadgledanje statorskih i rotorskih pogrešaka asinkronog motora napajanog inverterom koristeći estimatore stanja von Kowalski, Czeslaw T., Wierzbicki, Robert, Wolkiewicz, Marcin

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Detection and Compensation of Transistor and Position Sensors Faults in PM BLDCM Drives von Skóra, Marcin, Kowalski, Czesław T.

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