Fault Diagnosis and Prognosis of Mechatronic Systems Using Artificial Intelligence and Estimation Theory by Teresa Orlowska-Kowalska, Marcin Wolkiewicz

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Self-Correcting Virtual Current Sensor Based on the Modified Luenberger Observer for Fault-Tolerant Induction Motor Drive by Michal Adamczyk, Teresa Orlowska-Kowalska

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Efficiency of Cascaded Neural Networks in Detecting Initial Damage to Induction Motor Electric Windings by Maciej Skowron, Teresa Orłowska-Kowalska

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Virtual Current Sensor in the Fault-Tolerant Field-Oriented Control Structure of an Induction Motor Drive by Michal Adamczyk, Teresa Orlowska-Kowalska

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Influence of the stator current reconstruction method on direct torque control of induction motor drive in current sensor postfault operation by Michal Adamczyk, Teresa Orlowska-Kowalska

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Influence of Parameter Uncertainty to Stator Current Reconstruction Using Modified Luenberger Observer for Current Sensor Fault-Tolerant Induction Motor Drive by Michal Adamczyk, Teresa Orlowska-Kowalska

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Effectiveness Analysis of PMSM Motor Rolling Bearing Fault Detectors Based on Vibration Analysis and Shallow Neural Networks by Pawel Ewert, Teresa Orlowska-Kowalska, Kamila Jankowska

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

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Effectiveness of Neural Fault Detectors of Permanent Magnet Synchronous Motor Trained With Symptoms From Field-Circuit Modeling by Maciej Skowron, Mateusz Krzysztofiak, Teresa Orlowska-Kowalska

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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 by Maciej Skowron, Teresa Orlowska‐Kowalska, Czeslaw T. Kowalski

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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 by Maciej Skowron, Czeslaw T. Kowalski, Teresa Orlowska-Kowalska

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

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Analysis of the Impact of Stator Inter-Turn Short Circuits on PMSM Drive with Scalar and Vector Control by Mateusz Krzysztofiak, Maciej Skowron, Teresa Orlowska-Kowalska

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Performance Analysis of Speed-Sensorless Induction Motor Drive Using Discrete Current-Error Based MRAS Estimators by Teresa Orlowska-Kowalska, Mateusz Korzonek, Grzegorz Tarchala

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Compensation of Current Sensor Faults in Vector-Controlled Induction Motor Drive Using Extended Kalman Filters by Teresa Orlowska-Kowalska, Magdalena Miniach, Michal Adamczyk

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

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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 by Maciej Skowron, Marcin Wolkiewicz, Teresa Orlowska-Kowalska, Czeslaw T. Kowalski

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Classification of Single Current Sensor Failures in Fault-Tolerant Induction Motor Drive Using Neural Network Approach by Maciej Skowron, Krystian Teler, Michal Adamczyk, Teresa Orlowska-Kowalska

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

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