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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

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

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

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

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
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

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

DatasetResearch on current sensor fault classification using multilayer perceptron neural network
Nov 10, 2023

Orłowska-Kowalska, Teresa; Skowron, Maciej; Adamczyk, Michał; Teler, Krystian, 2023, "Research on current sensor fault classification using multilayer perceptron neural network", https://doi.org/10.18150/FCOMZI, RepOD, V1

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