METHOD FOR PREDICTING IMPURITY CONCENTRATION OF MOLTEN IRON, METHOD FOR PRODUCING MOLTEN IRON, METHOD FOR CREATING TRAINED MACHINE LEARNING MODEL, AND DEVICE FOR PREDICTING IMPURITY CONCENTRATION OF MOLTEN IRON
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United States of America
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Dec 19, 2024
app pub date -
Jul 21, 2022
filing date -
Jul 21, 2022
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Abstract
A method for predicting an impurity concentration of molten iron after refining of molten iron to be refined in an electric arc furnace facility includes inputting, into an impurity concentration prediction model, an amount of individual ferrous scrap material charged, the ferrous scrap material being classified by type, and at least one of the impurity concentration of molten iron in a preceding charge, an amount of residual molten iron in the preceding charge, and market transaction price information of an impurity; and outputting the impurity concentration of the molten iron in a subsequent charge.
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