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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Bibliographic Details
Main Author: Ferreira, Luís (author)
Other Authors: Pilastri, André (author), Romano, Filipe (author), Cortez, Paulo (author)
Format: article
Language:eng
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/1822/81437
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/81437