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Fault Diagnosis and Fault Frequency Determination of Permanent Magnet Synchronous Motor Based on Deep Learning

The early diagnosis of a motor is important. Many researchers have used deep learning to diagnose motor applications. This paper proposes a one-dimensional convolutional neural network for the diagnosis of permanent magnet synchronous motors. The one-dimensional convolutional neural network model is...

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Bibliografiska uppgifter
I publikationen:Sensors (Basel)
Huvudupphovsmän: Wang, Chiao-Sheng, Kao, I-Hsi, Perng, Jau-Woei
Materialtyp: Artigo
Språk:Inglês
Publicerad: MDPI 2021
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC8196902/
https://ncbi.nlm.nih.gov/pubmed/34067249
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21113608
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