Title

Application of continuous wavelet transform and convolutional neural networks in fault diagnosis of PMSM stator windings

Journal title

Bulletin of the Polish Academy of Sciences Technical Sciences

Yearbook

2024

Volume

72

Issue

5

Authors

Pietrzak, Przemysław ; Wolkiewicz, Marcin

Affiliation

Pietrzak, Przemysław : Wrocław University of Science and Technology, Department of Electrical Machines, Drives and Measurements,Wybrzeze Wyspia ˙ nskiego 27, 50-370 Wrocław, Poland ; Wolkiewicz, Marcin : Wrocław University of Science and Technology, Department of Electrical Machines, Drives and Measurements,Wybrzeze Wyspia ˙ nskiego 27, 50-370 Wrocław, Poland

Keywords

fault diagnosis ; interturn short circuits ; continuous wavelet transform ; convolutional neural networks ; permanent magnet synchronous motor

Divisions of PAS

Nauki Techniczne

Coverage

e150202

Date

2024.04.26

Type

Article

Identifier

DOI: 10.24425/bpasts.2024.150202