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DatasetResearch on verification of the MLP network-based current sensor fault classifier for various vector-controlled AC motor drives.
Oct 9, 2025 - DataverseWrocław University of Science and Technology

Orłowska-Kowalska, Teresa; Teler, Krystian; Skowron, Maciej, 2025, "Research on verification of the MLP network-based current sensor fault classifier for various vector-controlled AC motor drives.", https://doi.org/10.18150/O3RKS8, RepOD, V1

DatasetResearch on the application of the extended Kalman filter (EKF) in vector-controlled induction motor drive, designed to ensure tolerance against various types of current sensor (CS) faults
Oct 8, 2025 - DataverseWrocław University of Science and Technology

Orłowska-Kowalska, Teresa; Miniach, Magdalena; Adamczyk, Michał, 2025, "Research on the application of the extended Kalman filter (EKF) in vector-controlled induction motor drive, designed to ensure tolerance against various types of current sensor (CS) faults", https://doi.org/10.18150/Y8MEUW, RepOD, V2

DatasetResearch on fault classification method of stator current sensor using LSTM neural network in an induction motor drive
Feb 25, 2025 - DataverseWrocław University of Science and Technology

Orłowska-Kowalska, Teresa; Teler, Krystian; Skowron, Maciej, 2025, "Research on fault classification method of stator current sensor using LSTM neural network in an induction motor drive", https://doi.org/10.18150/G8R3AO, RepOD, V1

DatasetResearch on on-line current sensor fault classification using shallow neural networks
Nov 10, 2023 - DataverseWrocław University of Science and Technology

Orłowska-Kowalska, Teresa; Skowron, Maciej; Adamczyk, Michał; Teler, Krystian, 2023, "Research on on-line current sensor fault classification using shallow neural networks", https://doi.org/10.18150/1NPH3S, RepOD, V1

DatasetResearch on fault-tolerant control of induction motor drive with improved virtual current sensor (VCS) and neural network-based estimation of rotor resistance
Nov 10, 2023 - DataverseWrocław University of Science and Technology

Orłowska-Kowalska, Teresa; Adamczyk, Michał, 2023, "Research on fault-tolerant control of induction motor drive with improved virtual current sensor (VCS) and neural network-based estimation of rotor resistance", https://doi.org/10.18150/FS8CKQ, RepOD, V1

DatasetResearch on the efficiency of stator current fault compenstation method based on a modified adaptive Luenberger observer for vector-controlled induction motor drive
Nov 10, 2023 - DataverseWrocław University of Science and Technology

Orłowska-Kowalska, Teresa; Adamczyk, Michał, 2023, "Research on the efficiency of stator current fault compenstation method based on a modified adaptive Luenberger observer for vector-controlled induction motor drive", https://doi.org/10.18150/EEEWBC, RepOD, V1

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