Maciej Skowron

Fault Diagnosis and Fault-Tolerant Control of PMSM Drives–State of the Art and Future Challenges

Teresa Orłowska-Kowalska, Marcin Wolkiewicz, Przemysław Pietrzak et al. · IEEE Access · 2022 · 241 citations · Full text

Fault Diagnosis, Electrical Engineering, Condition Monitoring +15

Convolutional Neural Network-Based Stator Current Data-Driven Incipient Stator Fault Diagnosis of Inverter-Fed Induction Motor

Maciej Skowron, Teresa Orłowska-Kowalska, Marcin Wolkiewicz et al. · Energies · 2020 · 110 citations · Full text

Fault Diagnosis, Condition Monitoring, Convolutional Neural Network +11

Detection of Permanent Magnet Damage of PMSM Drive Based on Direct Analysis of the Stator Phase Currents Using Convolutional Neural Network

Maciej Skowron, Teresa Orłowska-Kowalska, C. T. Kowalski · IEEE Transactions on Industrial Electronics · 2022 · 95 citations

Fault Diagnosis, Convolutional Neural Network, Electric Machine +19

Application of Self-Organizing Neural Networks to Electrical Fault Classification in Induction Motors

Maciej Skowron, Marcin Wolkiewicz, Teresa Orłowska-Kowalska et al. · Applied Sciences · 2019 · 57 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +18

Application of simplified convolutional neural networks for initial stator winding fault detection of the PMSM drive using different raw signal data

Maciej Skowron, Teresa Orłowska-Kowalska, C. T. Kowalski · IET Electric Power Applications · 2021 · 36 citations · Full text

Fault Diagnosis, Condition Monitoring, Reliability Engineering +13