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A Soft Sensor for Measuring the Wear of an Induction Motor Bearing by the Park’s Vector Components of Current and Voltage

This paper presents a methodology for creating a soft sensor for predicting the bearing wear of electrical machines. The technique is based on a combination of Park vector methods and a classifier based on an artificial neural network (ANN-classifier). Experiments are carried out in laboratory condi...

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Detalles Bibliográficos
Autores principales: Koteleva, Natalia, Korolev, Nikolay, Zhukovskiy, Yuriy, Baranov, Georgii
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659703/
https://www.ncbi.nlm.nih.gov/pubmed/34883902
http://dx.doi.org/10.3390/s21237900