RepOD

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DatasetResearch on fault classification method of stator current sensor using LSTM neural network in an induction motor drive Feb 25, 2025 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 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 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 detection and classification of current sensor faults using MLP network in the induction motor drive Mar 15, 2024 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, 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 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 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 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 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 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
DatasetResearch on on-line current sensor fault classification using shallow neural networks Nov 10, 2023 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

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

Feb 25, 2025

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

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

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

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

Mar 15, 2024

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, 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

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

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

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

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

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 on-line current sensor fault classification using shallow neural networks

Nov 10, 2023

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

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