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Machine Learning for Sensorless Temperature Estimation of a BLDC Motor
In this article, the authors propose two models for BLDC motor winding temperature estimation using machine learning methods. For the purposes of the research, measurements were made for over 160 h of motor operation, and then, they were preprocessed. The algorithms of linear regression, ElasticNet,...
Autores principales: | Czerwinski, Dariusz, Gęca, Jakub, Kolano, Krzysztof |
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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/PMC8309559/ https://www.ncbi.nlm.nih.gov/pubmed/34300395 http://dx.doi.org/10.3390/s21144655 |
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