PR-DT0121-1 - 2021 Digital Transformations, January

AI Application to Melting Temperature Prediction in an Electric Arc Furnace

M. Saparrat, F. Monti, J. Ibarra

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Abstract:
World steel producers face new challenges every day due to the need to be competitive in their markets as well as to produce high-quality products to meet the expectations of their most demanding customers. This situation implies two things:1. Processes must be well adjusted to maintain product properties within the most stringent tolerances and reduce the dispersion range. 2. It is critical to minimize operational risks that could generate machine downtimes, impacting the overall equipment effectiveness (OEE) of the processes.


Keywords: digital transformation, industry 4.0