Using supervised and one-class automated machine learning for predictive maintenance

Predictive Maintenance (PdM) is a critical area that is benefiting from the Industry 4.0 advent. Recently, several attempts have been made to apply Machine Learning (ML) to PdM, with the majority of the research studies assuming an expert-based ML modeling. In contrast with these works, this paper e...

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Detalhes bibliográficos
Autor principal: Ferreira, Luís (author)
Outros Autores: Pilastri, André (author), Romano, Filipe (author), Cortez, Paulo (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Texto completo:https://hdl.handle.net/1822/81437
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/81437