Automatic anomaly detection in vibration analysis based on Machine Learning Algorithms

This paper presents an approach for automatic anomaly detection through vibration analysis based on machine learning algorithms.The study focuses on induction motors in a predictive maintenance context, but can be applied to other domains. Vibration analysis is an important diagnostic tool in indust...

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Detalhes bibliográficos
Autor principal: Torres, Pedro (author)
Outros Autores: Correia, Luis (author), Ramalho, Armando (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Texto completo:http://hdl.handle.net/10400.11/8113
País:Portugal
Oai:oai:repositorio.ipcb.pt:10400.11/8113