Machine Learning Methods for the Prediction of the Inclusion Content of Clean Steel Fabricated by Electric Arc Furnace and Rolling

Machine Learning classification models have been trained and validated from a dataset (73 features and 13,616 instances) including experimental information of a clean cold forming steel fabricated by electric arc furnace and hot rolling. A classification model was developed to identify inclusion con...

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Bibliographic Details
Main Authors: Estela Ruiz, Diego Ferreño, Miguel Cuartas, Lara Lloret, Pablo M. Ruiz del Árbol, Ana López, Francesc Esteve, Federico Gutiérrez-Solana
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Metals
Subjects:
Online Access:https://www.mdpi.com/2075-4701/11/6/914