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Classification of Low Frequency Signals Emitted by Power Transformers Using Sensors and Machine Learning Methods

This paper proposes a method of automatically detecting and classifying low frequency noise generated by power transformers using sensors and dedicated machine learning algorithms. The method applies the frequency spectra of sound pressure levels generated during operation by transformers in a real...

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Detalles Bibliográficos
Autores principales: Jancarczyk, Daniel, Bernaś, Marcin, Boczar, Tomasz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6891639/
https://www.ncbi.nlm.nih.gov/pubmed/31717658
http://dx.doi.org/10.3390/s19224909