Mixed Fault Classification of Sensorless PMSM Drive in Dynamic Operations Based on External Stray Flux Sensors

This paper aims to classify local demagnetisation and inter-turn short-circuit (ITSC) on position sensorless permanent magnet synchronous motors (PMSM) in transient states based on external stray flux and learning classifier. Within the framework, four supervised machine learning tools were tested:...

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Detalles Bibliográficos
Autores principales: Attestog, Sveinung, Senanayaka, Jagath Sri Lal, Van Khang, Huynh, Robbersmyr, Kjell G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839937/
https://www.ncbi.nlm.nih.gov/pubmed/35161959
http://dx.doi.org/10.3390/s22031216

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839937/
https://www.ncbi.nlm.nih.gov/pubmed/35161959
http://dx.doi.org/10.3390/s22031216

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