Stator winding fault diagnosis of induction motor operating under the field-oriented control with convolutional neural networks
In this paper deep neural networks are proposed to diagnose inter-turn short-circuits of induction motor stator windings operating under the Direct Field Oriented Control method. A convolutional neural network (CNN), trained with a Stochastic Gradient Descent with Momentum method is used. This kind...
| Główni autorzy: | , , |
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| Format: | Artykuł |
| Język: | English |
| Wydane: |
Polish Academy of Sciences
2020-10-01
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| Seria: | Bulletin of the Polish Academy of Sciences: Technical Sciences |
| Hasła przedmiotowe: | |
| Dostęp online: | https://journals.pan.pl/Content/117693/PDF/09_D1039-1048_01553_Bpast.No.68-5_30.10.20_.pdf |