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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...
Autores principales: | Koteleva, Natalia, Korolev, Nikolay, Zhukovskiy, Yuriy, Baranov, Georgii |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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 |
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