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Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review

When put into practice in the real world, predictive maintenance presents a set of challenges for fault detection and prognosis that are often overlooked in studies validated with data from controlled experiments, or numeric simulations. For this reason, this study aims to review the recent advancem...

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Detalles Bibliográficos
Autores principales: Fernandes, Marta, Corchado, Juan Manuel, Marreiros, Goreti
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894092/
https://www.ncbi.nlm.nih.gov/pubmed/35261480
http://dx.doi.org/10.1007/s10489-022-03344-3