Neural Network-Based Classification of Current Sensor Failures in Fault-Tolerant Control Induction Motor Drive. - Maciej Skowron; Michal Adamczyk; Krystian Teler; Teresa Orlowska-Kowalska (IECON, 2022)

Permanent Magnet Synchronous Motor Fault Detection System Based on Transfer Learning Method. - Maciej Skowron; Czeslaw T. Kowalski (IECON, 2022)

Fault Diagnosis and Fault-Tolerant Control of PMSM Drives-State of the Art and Future Challenges. - Teresa Orlowska-Kowalska; Marcin Wolkiewicz; Przemyslaw Pietrzak; Maciej Skowron; Pawel Ewert; Grzegorz Tarchala; Mateusz Krzysztofiak; Czeslaw T. Kowalski (IEEE Access, 2022)

Effectiveness of Neural Fault Detectors of Permanent Magnet Synchronous Motor Trained With Symptoms From Field-Circuit Modeling. - Maciej Skowron; Mateusz Krzysztofiak; Teresa Orlowska-Kowalska (IEEE Access, 2022)

Detection of Permanent Magnet Damage of PMSM Drive Based on Direct Analysis of the Stator Phase Currents Using Convolutional Neural Network. - Maciej Skowron; Teresa Orlowska-Kowalska; Czeslaw T. Kowalski (IEEE Trans. Ind. Electron., 2022)

Transfer Learning-Based Fault Detection System of Permanent Magnet Synchronous Motors. - Maciej Skowron (IEEE Access, 2024)

Implementation of MLP-Based Classifier of Current Sensor Faults in Vector-Controlled Induction Motor Drive. - Krystian Teler; Maciej Skowron; Teresa Orlowska-Kowalska (IEEE Trans. Ind. Informatics, 2024)

Permanent Magnet Synchronous Motor Stator and Rotor Fault Detection Using Transfer Learning and Field-Circuit Model. - Maciej Skowron; Mateusz Krzysztofiak (IEEE Access, 2025)