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Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management

Sensor monitoring networks and advances in big data analytics have guided the reliability engineering landscape to a new era of big machinery data. Low-cost sensors, along with the evolution of the internet of things and industry 4.0, have resulted in rich databases that can be analyzed through prog...

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Detalles Bibliográficos
Autores principales: Cofre-Martel, Sergio, Lopez Droguett, Enrique, Modarres, Mohammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8537368/
https://www.ncbi.nlm.nih.gov/pubmed/34696058
http://dx.doi.org/10.3390/s21206841