Prediction of maintenance equipment failures using automated machine learning

Predictive maintenance is a key area that is benefiting from the Industry 4.0 advent. Recently, there have been several attempts to use Machine Learning (ML) in order to optimize the maintenance of equipments and their repairs, with most of these approaches assuming an expert-based ML modeling. In t...

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Bibliographic Details
Main Author: Ferreira, Luís (author)
Other Authors: Pilastri, André (author), Sousa, Vítor (author), Romano, Filipe (author), Cortez, Paulo (author)
Format: conferencePaper
Language:eng
Published: 2021
Subjects:
Automated machine learning
Predictive maintenance
Supervised learning
Ciências Naturais::Ciências da Computação e da Informação
Indústria, inovação e infraestruturas
Online Access:http://hdl.handle.net/1822/75186
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/75186

Internet

http://hdl.handle.net/1822/75186

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