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Author Name: Skowron, Maciej

1 to 10 of 12 Results

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 detection and classification of current sensor faults using MLP network in the induction motor drive Oct 8, 2025 - DataverseWrocław University of Science and Technology Orłowska-Kowalska, Teresa; Teler, Krystian; Skowron, Maciej, 2024, "Research on detection and classification of current sensor faults using MLP network in the induction motor drive", https://doi.org/10.18150/AWPEJC, 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 early fault detection of current sensors operating in a closed-loop control structure using transfer learning Feb 24, 2025 - DataverseWrocław University of Science and Technology Orłowska-Kowalska, Teresa; Skowron, Maciej; Teler, Krystian, 2025, "Research on early fault detection of current sensors operating in a closed-loop control structure using transfer learning", https://doi.org/10.18150/EX5ANG, RepOD, V1
DatasetResearch on neural network application for current sensor fault classification and localization in synchronous motor drive Mar 15, 2024 - DataverseWrocław University of Science and Technology Orłowska-Kowalska, Teresa; Teler, Krystian; Skowron, Maciej, 2024, "Research on neural network application for current sensor fault classification and localization in synchronous motor drive", https://doi.org/10.18150/CVJHE2, RepOD, V1
DatasetResearch on development of a universal diagnostic system for stator winding faults of induction motor and PMSM based on transfer learning. Feb 15, 2024 - DataverseWrocław University of Science and Technology Skowron, Maciej, 2024, "Research on development of a universal diagnostic system for stator winding faults of induction motor and PMSM based on transfer learning.", https://doi.org/10.18150/XXY49N, RepOD, V1
DatasetResearch on fault diagnostics of permanent magnet synchronous motors based on deep neural networks and transfer learning. Feb 15, 2024 - DataverseWrocław University of Science and Technology Skowron, Maciej, 2024, "Research on fault diagnostics of permanent magnet synchronous motors based on deep neural networks and transfer learning.", https://doi.org/10.18150/ZX3HB2, RepOD, V1
DatasetAnalysis of the precision of PMSM short-circuit detection systems using transfer learning of deep convolutional networks Feb 15, 2024 - DataverseWrocław University of Science and Technology Skowron, Maciej, 2024, "Analysis of the precision of PMSM short-circuit detection systems using transfer learning of deep convolutional networks", https://doi.org/10.18150/TTZMEK, RepOD, V1
DatasetImpact of the convolutional neural network structure and training parameters on the effectiveness of the diagnostic systems of modern AC motor drives Feb 15, 2024 - DataverseWrocław University of Science and Technology Skowron, Maciej, 2024, "Impact of the convolutional neural network structure and training parameters on the effectiveness of the diagnostic systems of modern AC motor drives", https://doi.org/10.18150/CPOAEQ, RepOD, V1
DatasetDiagnosis of stator winding and permanent magnet faults of PMSM drive using shallow and deep neural networks Feb 15, 2024 - DataverseWrocław University of Science and Technology Skowron, Maciej, 2024, "Diagnosis of stator winding and permanent magnet faults of PMSM drive using shallow and deep neural networks", https://doi.org/10.18150/HQ4X9V, RepOD, V1

Research on verification of the MLP network-based current sensor fault classifier for various vector-controlled AC motor drives.

Oct 9, 2025 - Wrocław 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

Research on detection and classification of current sensor faults using MLP network in the induction motor drive

Oct 8, 2025 - Wrocław University of Science and Technology

Orłowska-Kowalska, Teresa; Teler, Krystian; Skowron, Maciej, 2024, "Research on detection and classification of current sensor faults using MLP network in the induction motor drive", https://doi.org/10.18150/AWPEJC, RepOD, V2

Research on fault classification method of stator current sensor using LSTM neural network in an induction motor drive

Feb 25, 2025 - Wrocław 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

Research on early fault detection of current sensors operating in a closed-loop control structure using transfer learning

Feb 24, 2025 - Wrocław University of Science and Technology

Orłowska-Kowalska, Teresa; Skowron, Maciej; Teler, Krystian, 2025, "Research on early fault detection of current sensors operating in a closed-loop control structure using transfer learning", https://doi.org/10.18150/EX5ANG, RepOD, V1

Research on neural network application for current sensor fault classification and localization in synchronous motor drive

Mar 15, 2024 - Wrocław University of Science and Technology

Orłowska-Kowalska, Teresa; Teler, Krystian; Skowron, Maciej, 2024, "Research on neural network application for current sensor fault classification and localization in synchronous motor drive", https://doi.org/10.18150/CVJHE2, RepOD, V1

Thumbnail of dataset Research on development of a universal diagnostic system for stator winding faults of induction motor and PMSM based on transfer learning.

Research on development of a universal diagnostic system for stator winding faults of induction motor and PMSM based on transfer learning.

Feb 15, 2024 - Wrocław University of Science and Technology

Skowron, Maciej, 2024, "Research on development of a universal diagnostic system for stator winding faults of induction motor and PMSM based on transfer learning.", https://doi.org/10.18150/XXY49N, RepOD, V1

Thumbnail of dataset Research on fault diagnostics of permanent magnet synchronous motors based on deep neural networks and transfer learning.

Research on fault diagnostics of permanent magnet synchronous motors based on deep neural networks and transfer learning.

Feb 15, 2024 - Wrocław University of Science and Technology

Skowron, Maciej, 2024, "Research on fault diagnostics of permanent magnet synchronous motors based on deep neural networks and transfer learning.", https://doi.org/10.18150/ZX3HB2, RepOD, V1

Thumbnail of dataset Analysis of the precision of PMSM short-circuit detection systems using transfer learning of deep convolutional networks

Analysis of the precision of PMSM short-circuit detection systems using transfer learning of deep convolutional networks

Feb 15, 2024 - Wrocław University of Science and Technology

Skowron, Maciej, 2024, "Analysis of the precision of PMSM short-circuit detection systems using transfer learning of deep convolutional networks", https://doi.org/10.18150/TTZMEK, RepOD, V1

Thumbnail of dataset Impact of the convolutional neural network structure and training parameters on the effectiveness of the diagnostic systems of modern AC motor drives

Impact of the convolutional neural network structure and training parameters on the effectiveness of the diagnostic systems of modern AC motor drives

Feb 15, 2024 - Wrocław University of Science and Technology

Skowron, Maciej, 2024, "Impact of the convolutional neural network structure and training parameters on the effectiveness of the diagnostic systems of modern AC motor drives", https://doi.org/10.18150/CPOAEQ, RepOD, V1

Diagnosis of stator winding and permanent magnet faults of PMSM drive using shallow and deep neural networks

Feb 15, 2024 - Wrocław University of Science and Technology

Skowron, Maciej, 2024, "Diagnosis of stator winding and permanent magnet faults of PMSM drive using shallow and deep neural networks", https://doi.org/10.18150/HQ4X9V, RepOD, V1

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