Machine learning approach for predicting tramp elements in the basic oxygen furnace based on the compiled steel scrap mix

Abstract In the blast furnace and basic oxygen furnace route, pig iron and steel scrap are used as resources for steel production. The scrap content can consist of many different types of scrap varying in origin and composition. This makes it difficult to compile the scrap mix and predict the future...

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Bibliographic Details
Main Authors: Michael Schäfer, Ulrike Faltings, Björn Glaser
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-86406-z
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